Task 9229055
| Name | ParityModified-1636226791-23469-3-0_0 |
| Workunit | 6662311 |
| Created | 28 Nov 2021, 0:09:56 UTC |
| Sent | 4 Dec 2021, 11:00:00 UTC |
| Report deadline | 12 Dec 2021, 11:00:00 UTC |
| Received | 4 Dec 2021, 15:22:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 29 min 9 sec |
| CPU time | 1 hours 28 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311458 | val_loss: 0.0311537 | Time: 1377.49 ms
[2021-12-04 14:10:23 main:574] : INFO : Epoch 1543 | loss: 0.0311433 | val_loss: 0.0311649 | Time: 1353.72 ms
[2021-12-04 14:10:24 main:574] : INFO : Epoch 1544 | loss: 0.0311471 | val_loss: 0.0311554 | Time: 1362.23 ms
[2021-12-04 14:10:26 main:574] : INFO : Epoch 1545 | loss: 0.0311459 | val_loss: 0.0311551 | Time: 1377.6 ms
[2021-12-04 14:10:27 main:574] : INFO : Epoch 1546 | loss: 0.0311444 | val_loss: 0.0311541 | Time: 1324.45 ms
[2021-12-04 14:10:28 main:574] : INFO : Epoch 1547 | loss: 0.0311422 | val_loss: 0.0311522 | Time: 1361.95 ms
[2021-12-04 14:10:30 main:574] : INFO : Epoch 1548 | loss: 0.0311418 | val_loss: 0.0311527 | Time: 1362.81 ms
[2021-12-04 14:10:31 main:574] : INFO : Epoch 1549 | loss: 0.0311413 | val_loss: 0.0311522 | Time: 1361.71 ms
[2021-12-04 14:10:33 main:574] : INFO : Epoch 1550 | loss: 0.0311417 | val_loss: 0.0311568 | Time: 1387.89 ms
[2021-12-04 14:10:34 main:574] : INFO : Epoch 1551 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 1353.68 ms
[2021-12-04 14:10:35 main:574] : INFO : Epoch 1552 | loss: 0.0311434 | val_loss: 0.0311547 | Time: 1366.42 ms
[2021-12-04 14:10:37 main:574] : INFO : Epoch 1553 | loss: 0.0311411 | val_loss: 0.0311515 | Time: 1364.93 ms
[2021-12-04 14:10:38 main:574] : INFO : Epoch 1554 | loss: 0.0311398 | val_loss: 0.0311539 | Time: 1340.51 ms
[2021-12-04 14:10:39 main:574] : INFO : Epoch 1555 | loss: 0.0311432 | val_loss: 0.0311536 | Time: 1400.92 ms
[2021-12-04 14:10:41 main:574] : INFO : Epoch 1556 | loss: 0.0311415 | val_loss: 0.0311517 | Time: 1373.4 ms
[2021-12-04 14:10:42 main:574] : INFO : Epoch 1557 | loss: 0.0311408 | val_loss: 0.0311522 | Time: 1355.13 ms
[2021-12-04 14:10:44 main:574] : INFO : Epoch 1558 | loss: 0.0311411 | val_loss: 0.0311504 | Time: 1364.54 ms
[2021-12-04 14:10:45 main:574] : INFO : Epoch 1559 | loss: 0.0311399 | val_loss: 0.031148 | Time: 1347.28 ms
[2021-12-04 14:10:46 main:574] : INFO : Epoch 1560 | loss: 0.0311395 | val_loss: 0.0311498 | Time: 1340.12 ms
[2021-12-04 14:10:48 main:574] : INFO : Epoch 1561 | loss: 0.0311446 | val_loss: 0.0311518 | Time: 1384.46 ms
[2021-12-04 14:10:49 main:574] : INFO : Epoch 1562 | loss: 0.0311451 | val_loss: 0.03115 | Time: 1407.05 ms
[2021-12-04 14:10:51 main:574] : INFO : Epoch 1563 | loss: 0.0311438 | val_loss: 0.0311513 | Time: 1423.35 ms
[2021-12-04 14:10:52 main:574] : INFO : Epoch 1564 | loss: 0.0311432 | val_loss: 0.0311506 | Time: 1401.6 ms
[2021-12-04 14:10:53 main:574] : INFO : Epoch 1565 | loss: 0.0311431 | val_loss: 0.0311514 | Time: 1403.47 ms
[2021-12-04 14:10:55 main:574] : INFO : Epoch 1566 | loss: 0.0311421 | val_loss: 0.0311486 | Time: 1367.09 ms
[2021-12-04 14:10:56 main:574] : INFO : Epoch 1567 | loss: 0.0311403 | val_loss: 0.0311484 | Time: 1392.27 ms
[2021-12-04 14:10:57 main:574] : INFO : Epoch 1568 | loss: 0.0311407 | val_loss: 0.0311499 | Time: 1367.77 ms
[2021-12-04 14:10:59 main:574] : INFO : Epoch 1569 | loss: 0.0311418 | val_loss: 0.0311508 | Time: 1368.89 ms
[2021-12-04 14:11:00 main:574] : INFO : Epoch 1570 | loss: 0.0311442 | val_loss: 0.0311506 | Time: 1358.23 ms
[2021-12-04 14:11:02 main:574] : INFO : Epoch 1571 | loss: 0.0311418 | val_loss: 0.0311514 | Time: 1348.01 ms
[2021-12-04 14:11:03 main:574] : INFO : Epoch 1572 | loss: 0.0311423 | val_loss: 0.0311563 | Time: 1356.83 ms
[2021-12-04 14:11:04 main:574] : INFO : Epoch 1573 | loss: 0.0311415 | val_loss: 0.0311494 | Time: 1349.29 ms
[2021-12-04 14:11:06 main:574] : INFO : Epoch 1574 | loss: 0.0311466 | val_loss: 0.0311495 | Time: 1328.4 ms
[2021-12-04 14:11:07 main:574] : INFO : Epoch 1575 | loss: 0.0311405 | val_loss: 0.0311505 | Time: 1340.57 ms
[2021-12-04 14:11:08 main:574] : INFO : Epoch 1576 | loss: 0.0311403 | val_loss: 0.0311522 | Time: 1342.84 ms
[2021-12-04 14:11:10 main:574] : INFO : Epoch 1577 | loss: 0.0311391 | val_loss: 0.0311479 | Time: 1357.78 ms
[2021-12-04 14:11:11 main:574] : INFO : Epoch 1578 | loss: 0.0311389 | val_loss: 0.0311515 | Time: 1384.88 ms
[2021-12-04 14:11:12 main:574] : INFO : Epoch 1579 | loss: 0.0311379 | val_loss: 0.031152 | Time: 1357.97 ms
[2021-12-04 14:11:14 main:574] : INFO : Epoch 1580 | loss: 0.0311367 | val_loss: 0.0311477 | Time: 1370.97 ms
[2021-12-04 14:11:15 main:574] : INFO : Epoch 1581 | loss: 0.0311376 | val_loss: 0.0311503 | Time: 1380.43 ms
[2021-12-04 14:11:17 main:574] : INFO : Epoch 1582 | loss: 0.0311393 | val_loss: 0.0311562 | Time: 1330.14 ms
[2021-12-04 14:11:18 main:574] : INFO : Epoch 1583 | loss: 0.0311392 | val_loss: 0.0311494 | Time: 1363.63 ms
[2021-12-04 14:11:19 main:574] : INFO : Epoch 1584 | loss: 0.0311365 | val_loss: 0.0311504 | Time: 1348.69 ms
[2021-12-04 14:11:21 main:574] : INFO : Epoch 1585 | loss: 0.0311396 | val_loss: 0.0311488 | Time: 1388.31 ms
[2021-12-04 14:11:22 main:574] : INFO : Epoch 1586 | loss: 0.0311388 | val_loss: 0.0311511 | Time: 1361.28 ms
[2021-12-04 14:11:23 main:574] : INFO : Epoch 1587 | loss: 0.0311377 | val_loss: 0.0311498 | Time: 1334.54 ms
[2021-12-04 14:11:25 main:574] : INFO : Epoch 1588 | loss: 0.0311383 | val_loss: 0.0311479 | Time: 1350.57 ms
[2021-12-04 14:11:26 main:574] : INFO : Epoch 1589 | loss: 0.031139 | val_loss: 0.0311571 | Time: 1347.81 ms
[2021-12-04 14:11:27 main:574] : INFO : Epoch 1590 | loss: 0.0311426 | val_loss: 0.031159 | Time: 1369.22 ms
[2021-12-04 14:11:29 main:574] : INFO : Epoch 1591 | loss: 0.0311415 | val_loss: 0.0311485 | Time: 1368.28 ms
[2021-12-04 14:11:30 main:574] : INFO : Epoch 1592 | loss: 0.0311399 | val_loss: 0.0311502 | Time: 1353.25 ms
[2021-12-04 14:11:32 main:574] : INFO : Epoch 1593 | loss: 0.031141 | val_loss: 0.0311521 | Time: 1364.78 ms
[2021-12-04 14:11:33 main:574] : INFO : Epoch 1594 | loss: 0.0311421 | val_loss: 0.031152 | Time: 1347.14 ms
[2021-12-04 14:11:34 main:574] : INFO : Epoch 1595 | loss: 0.0311411 | val_loss: 0.0311495 | Time: 1359.52 ms
[2021-12-04 14:11:36 main:574] : INFO : Epoch 1596 | loss: 0.0311387 | val_loss: 0.0311506 | Time: 1384.79 ms
[2021-12-04 14:11:37 main:574] : INFO : Epoch 1597 | loss: 0.0311369 | val_loss: 0.0311478 | Time: 1343.12 ms
[2021-12-04 14:11:38 main:574] : INFO : Epoch 1598 | loss: 0.0311373 | val_loss: 0.0311498 | Time: 1376.49 ms
[2021-12-04 14:11:40 main:574] : INFO : Epoch 1599 | loss: 0.0311385 | val_loss: 0.0311481 | Time: 1365.16 ms
[2021-12-04 14:11:41 main:574] : INFO : Epoch 1600 | loss: 0.0311381 | val_loss: 0.031153 | Time: 1327 ms
[2021-12-04 14:11:42 main:574] : INFO : Epoch 1601 | loss: 0.0311382 | val_loss: 0.0311514 | Time: 1352.19 ms
[2021-12-04 14:11:44 main:574] : INFO : Epoch 1602 | loss: 0.0311369 | val_loss: 0.0311456 | Time: 1352.82 ms
[2021-12-04 14:11:45 main:574] : INFO : Epoch 1603 | loss: 0.0311357 | val_loss: 0.03115 | Time: 1360.46 ms
[2021-12-04 14:11:47 main:574] : INFO : Epoch 1604 | loss: 0.0311358 | val_loss: 0.0311471 | Time: 1347.85 ms
[2021-12-04 14:11:48 main:574] : INFO : Epoch 1605 | loss: 0.031135 | val_loss: 0.0311528 | Time: 1355.82 ms
[2021-12-04 14:11:49 main:574] : INFO : Epoch 1606 | loss: 0.0311348 | val_loss: 0.0311548 | Time: 1343.16 ms
[2021-12-04 14:11:51 main:574] : INFO : Epoch 1607 | loss: 0.0311448 | val_loss: 0.0311605 | Time: 1353.27 ms
[2021-12-04 14:11:52 main:574] : INFO : Epoch 1608 | loss: 0.0311389 | val_loss: 0.0311512 | Time: 1385.8 ms
[2021-12-04 14:11:53 main:574] : INFO : Epoch 1609 | loss: 0.0311361 | val_loss: 0.0311489 | Time: 1389.86 ms
[2021-12-04 14:11:55 main:574] : INFO : Epoch 1610 | loss: 0.0311346 | val_loss: 0.0311509 | Time: 1336.03 ms
[2021-12-04 14:11:56 main:574] : INFO : Epoch 1611 | loss: 0.0311395 | val_loss: 0.0311528 | Time: 1371.73 ms
[2021-12-04 14:11:57 main:574] : INFO : Epoch 1612 | loss: 0.0311412 | val_loss: 0.0311526 | Time: 1330.03 ms
[2021-12-04 14:11:59 main:574] : INFO : Epoch 1613 | loss: 0.0311395 | val_loss: 0.0311562 | Time: 1371.84 ms
[2021-12-04 14:12:00 main:574] : INFO : Epoch 1614 | loss: 0.0311367 | val_loss: 0.0311485 | Time: 1373.63 ms
[2021-12-04 14:12:02 main:574] : INFO : Epoch 1615 | loss: 0.0311353 | val_loss: 0.0311527 | Time: 1364.09 ms
[2021-12-04 14:12:03 main:574] : INFO : Epoch 1616 | loss: 0.0311349 | val_loss: 0.031151 | Time: 1377.69 ms
[2021-12-04 14:12:04 main:574] : INFO : Epoch 1617 | loss: 0.0311336 | val_loss: 0.0311494 | Time: 1341.07 ms
[2021-12-04 14:12:06 main:574] : INFO : Epoch 1618 | loss: 0.0311334 | val_loss: 0.0311525 | Time: 1346.35 ms
[2021-12-04 14:12:07 main:574] : INFO : Epoch 1619 | loss: 0.0311343 | val_loss: 0.031149 | Time: 1364.64 ms
[2021-12-04 14:12:08 main:574] : INFO : Epoch 1620 | loss: 0.0311331 | val_loss: 0.0311513 | Time: 1356.04 ms
[2021-12-04 14:12:10 main:574] : INFO : Epoch 1621 | loss: 0.031133 | val_loss: 0.0311504 | Time: 1369.94 ms
[2021-12-04 14:12:11 main:574] : INFO : Epoch 1622 | loss: 0.0311337 | val_loss: 0.031151 | Time: 1355.33 ms
[2021-12-04 14:12:13 main:574] : INFO : Epoch 1623 | loss: 0.0311332 | val_loss: 0.0311476 | Time: 1364.64 ms
[2021-12-04 14:12:14 main:574] : INFO : Epoch 1624 | loss: 0.0311318 | val_loss: 0.0311493 | Time: 1399.9 ms
[2021-12-04 14:12:15 main:574] : INFO : Epoch 1625 | loss: 0.0311313 | val_loss: 0.03115 | Time: 1345.73 ms
[2021-12-04 14:12:17 main:574] : INFO : Epoch 1626 | loss: 0.0311308 | val_loss: 0.03115 | Time: 1353.99 ms
[2021-12-04 14:12:18 main:574] : INFO : Epoch 1627 | loss: 0.0311355 | val_loss: 0.0311532 | Time: 1375.31 ms
[2021-12-04 14:12:19 main:574] : INFO : Epoch 1628 | loss: 0.0311373 | val_loss: 0.0311486 | Time: 1367.84 ms
[2021-12-04 14:12:21 main:574] : INFO : Epoch 1629 | loss: 0.0311347 | val_loss: 0.0311534 | Time: 1380.16 ms
[2021-12-04 14:12:22 main:574] : INFO : Epoch 1630 | loss: 0.0311354 | val_loss: 0.0311557 | Time: 1376.27 ms
[2021-12-04 14:12:24 main:574] : INFO : Epoch 1631 | loss: 0.0311347 | val_loss: 0.0311526 | Time: 1372.39 ms
[2021-12-04 14:12:25 main:574] : INFO : Epoch 1632 | loss: 0.0311347 | val_loss: 0.0311475 | Time: 1362.55 ms
[2021-12-04 14:12:26 main:574] : INFO : Epoch 1633 | loss: 0.0311313 | val_loss: 0.0311484 | Time: 1370.51 ms
[2021-12-04 14:12:28 main:574] : INFO : Epoch 1634 | loss: 0.0311299 | val_loss: 0.0311511 | Time: 1336.02 ms
[2021-12-04 14:12:29 main:574] : INFO : Epoch 1635 | loss: 0.0311296 | val_loss: 0.0311491 | Time: 1371.1 ms
[2021-12-04 14:12:30 main:574] : INFO : Epoch 1636 | loss: 0.0311285 | val_loss: 0.0311524 | Time: 1350.1 ms
[2021-12-04 14:12:32 main:574] : INFO : Epoch 1637 | loss: 0.03113 | val_loss: 0.0311504 | Time: 1361.46 ms
[2021-12-04 14:12:33 main:574] : INFO : Epoch 1638 | loss: 0.031129 | val_loss: 0.0311518 | Time: 1396.56 ms
[2021-12-04 14:12:34 main:574] : INFO : Epoch 1639 | loss: 0.0311273 | val_loss: 0.0311509 | Time: 1351.95 ms
[2021-12-04 14:12:36 main:574] : INFO : Epoch 1640 | loss: 0.0311274 | val_loss: 0.031152 | Time: 1368.67 ms
[2021-12-04 14:12:37 main:574] : INFO : Epoch 1641 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 1345.25 ms
[2021-12-04 14:12:39 main:574] : INFO : Epoch 1642 | loss: 0.0311557 | val_loss: 0.0311601 | Time: 1366.37 ms
[2021-12-04 14:12:40 main:574] : INFO : Epoch 1643 | loss: 0.0311517 | val_loss: 0.0311583 | Time: 1367.94 ms
[2021-12-04 14:12:41 main:574] : INFO : Epoch 1644 | loss: 0.031151 | val_loss: 0.0311552 | Time: 1339.79 ms
[2021-12-04 14:12:43 main:574] : INFO : Epoch 1645 | loss: 0.0311474 | val_loss: 0.0311569 | Time: 1369.93 ms
[2021-12-04 14:12:44 main:574] : INFO : Epoch 1646 | loss: 0.0311485 | val_loss: 0.0311621 | Time: 1378.08 ms
[2021-12-04 14:12:45 main:574] : INFO : Epoch 1647 | loss: 0.0311481 | val_loss: 0.0311588 | Time: 1349.28 ms
[2021-12-04 14:12:47 main:574] : INFO : Epoch 1648 | loss: 0.0311472 | val_loss: 0.0311538 | Time: 1366.56 ms
[2021-12-04 14:12:48 main:574] : INFO : Epoch 1649 | loss: 0.0311453 | val_loss: 0.031157 | Time: 1352.63 ms
[2021-12-04 14:12:50 main:574] : INFO : Epoch 1650 | loss: 0.0311448 | val_loss: 0.0311533 | Time: 1376.13 ms
[2021-12-04 14:12:51 main:574] : INFO : Epoch 1651 | loss: 0.0311447 | val_loss: 0.0311539 | Time: 1366.68 ms
[2021-12-04 14:12:52 main:574] : INFO : Epoch 1652 | loss: 0.0311424 | val_loss: 0.0311517 | Time: 1333.75 ms
[2021-12-04 14:12:54 main:574] : INFO : Epoch 1653 | loss: 0.03114 | val_loss: 0.0311506 | Time: 1373.81 ms
[2021-12-04 14:12:55 main:574] : INFO : Epoch 1654 | loss: 0.031141 | val_loss: 0.0311572 | Time: 1384.31 ms
[2021-12-04 14:12:56 main:574] : INFO : Epoch 1655 | loss: 0.031141 | val_loss: 0.0311492 | Time: 1331.06 ms
[2021-12-04 14:12:58 main:574] : INFO : Epoch 1656 | loss: 0.0311395 | val_loss: 0.0311678 | Time: 1344.71 ms
[2021-12-04 14:12:59 main:574] : INFO : Epoch 1657 | loss: 0.0311581 | val_loss: 0.031162 | Time: 1370.14 ms
[2021-12-04 14:13:00 main:574] : INFO : Epoch 1658 | loss: 0.0311579 | val_loss: 0.0311606 | Time: 1369.4 ms
[2021-12-04 14:13:02 main:574] : INFO : Epoch 1659 | loss: 0.0311514 | val_loss: 0.0311565 | Time: 1354.15 ms
[2021-12-04 14:13:03 main:574] : INFO : Epoch 1660 | loss: 0.0311483 | val_loss: 0.0311553 | Time: 1351.37 ms
[2021-12-04 14:13:05 main:574] : INFO : Epoch 1661 | loss: 0.0311458 | val_loss: 0.0311535 | Time: 1353.26 ms
[2021-12-04 14:13:06 main:574] : INFO : Epoch 1662 | loss: 0.0311434 | val_loss: 0.0311567 | Time: 1336.44 ms
[2021-12-04 14:13:07 main:574] : INFO : Epoch 1663 | loss: 0.0311425 | val_loss: 0.0311564 | Time: 1372.12 ms
[2021-12-04 14:13:09 main:574] : INFO : Epoch 1664 | loss: 0.0311432 | val_loss: 0.031154 | Time: 1369.45 ms
[2021-12-04 14:13:10 main:574] : INFO : Epoch 1665 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 1370.07 ms
[2021-12-04 14:13:11 main:574] : INFO : Epoch 1666 | loss: 0.0311426 | val_loss: 0.0311513 | Time: 1370.06 ms
[2021-12-04 14:13:13 main:574] : INFO : Epoch 1667 | loss: 0.0311403 | val_loss: 0.0311564 | Time: 1360.91 ms
[2021-12-04 14:13:14 main:574] : INFO : Epoch 1668 | loss: 0.0311433 | val_loss: 0.0311552 | Time: 1338.3 ms
[2021-12-04 14:13:15 main:574] : INFO : Epoch 1669 | loss: 0.0311403 | val_loss: 0.0311529 | Time: 1355.43 ms
[2021-12-04 14:13:17 main:574] : INFO : Epoch 1670 | loss: 0.0311409 | val_loss: 0.0311515 | Time: 1339.86 ms
[2021-12-04 14:13:18 main:574] : INFO : Epoch 1671 | loss: 0.031139 | val_loss: 0.0311521 | Time: 1372.1 ms
[2021-12-04 14:13:20 main:574] : INFO : Epoch 1672 | loss: 0.0311409 | val_loss: 0.0311536 | Time: 1407.32 ms
[2021-12-04 14:13:21 main:574] : INFO : Epoch 1673 | loss: 0.0311413 | val_loss: 0.0311571 | Time: 1335.43 ms
[2021-12-04 14:13:22 main:574] : INFO : Epoch 1674 | loss: 0.0311406 | val_loss: 0.0311503 | Time: 1373.72 ms
[2021-12-04 14:13:24 main:574] : INFO : Epoch 1675 | loss: 0.0311391 | val_loss: 0.0311478 | Time: 1370.5 ms
[2021-12-04 14:13:25 main:574] : INFO : Epoch 1676 | loss: 0.0311348 | val_loss: 0.0311505 | Time: 1375.51 ms
[2021-12-04 14:13:26 main:574] : INFO : Epoch 1677 | loss: 0.0311349 | val_loss: 0.0311518 | Time: 1368.82 ms
[2021-12-04 14:13:28 main:574] : INFO : Epoch 1678 | loss: 0.0311364 | val_loss: 0.0311579 | Time: 1346.49 ms
[2021-12-04 14:13:29 main:574] : INFO : Epoch 1679 | loss: 0.0311393 | val_loss: 0.0311519 | Time: 1359.54 ms
[2021-12-04 14:13:31 main:574] : INFO : Epoch 1680 | loss: 0.0311363 | val_loss: 0.0311497 | Time: 1393.61 ms
[2021-12-04 14:13:32 main:574] : INFO : Epoch 1681 | loss: 0.0311367 | val_loss: 0.0311544 | Time: 1347.13 ms
[2021-12-04 14:13:33 main:574] : INFO : Epoch 1682 | loss: 0.031134 | val_loss: 0.0311493 | Time: 1395.28 ms
[2021-12-04 14:13:35 main:574] : INFO : Epoch 1683 | loss: 0.0311336 | val_loss: 0.0311483 | Time: 1320.49 ms
[2021-12-04 14:13:36 main:574] : INFO : Epoch 1684 | loss: 0.0311352 | val_loss: 0.0311486 | Time: 1344.54 ms
[2021-12-04 14:13:37 main:574] : INFO : Epoch 1685 | loss: 0.0311351 | val_loss: 0.0311504 | Time: 1344.58 ms
[2021-12-04 14:13:39 main:574] : INFO : Epoch 1686 | loss: 0.0311333 | val_loss: 0.0311477 | Time: 1331.41 ms
[2021-12-04 14:13:40 main:574] : INFO : Epoch 1687 | loss: 0.0311331 | val_loss: 0.0311476 | Time: 1319.83 ms
[2021-12-04 14:13:41 main:574] : INFO : Epoch 1688 | loss: 0.0311318 | val_loss: 0.0311456 | Time: 1365.84 ms
[2021-12-04 14:13:43 main:574] : INFO : Epoch 1689 | loss: 0.0311335 | val_loss: 0.0311557 | Time: 1384.19 ms
[2021-12-04 14:13:44 main:574] : INFO : Epoch 1690 | loss: 0.0311358 | val_loss: 0.0311544 | Time: 1420.29 ms
[2021-12-04 14:13:46 main:574] : INFO : Epoch 1691 | loss: 0.0311341 | val_loss: 0.0311491 | Time: 1350.72 ms
[2021-12-04 14:13:47 main:574] : INFO : Epoch 1692 | loss: 0.0311322 | val_loss: 0.0311518 | Time: 1363.64 ms
[2021-12-04 14:13:48 main:574] : INFO : Epoch 1693 | loss: 0.0311322 | val_loss: 0.0311534 | Time: 1379.5 ms
[2021-12-04 14:13:50 main:574] : INFO : Epoch 1694 | loss: 0.031132 | val_loss: 0.031153 | Time: 1329.68 ms
[2021-12-04 14:13:51 main:574] : INFO : Epoch 1695 | loss: 0.0311326 | val_loss: 0.0311565 | Time: 1353.63 ms
[2021-12-04 14:13:52 main:574] : INFO : Epoch 1696 | loss: 0.0311322 | val_loss: 0.0311516 | Time: 1361.74 ms
[2021-12-04 14:13:54 main:574] : INFO : Epoch 1697 | loss: 0.0311342 | val_loss: 0.0311529 | Time: 1379.69 ms
[2021-12-04 14:13:55 main:574] : INFO : Epoch 1698 | loss: 0.0311316 | val_loss: 0.0311533 | Time: 1363.9 ms
[2021-12-04 14:13:57 main:574] : INFO : Epoch 1699 | loss: 0.0311364 | val_loss: 0.0311522 | Time: 1359.84 ms
[2021-12-04 14:13:58 main:574] : INFO : Epoch 1700 | loss: 0.0311327 | val_loss: 0.0311599 | Time: 1364.72 ms
[2021-12-04 14:13:59 main:574] : INFO : Epoch 1701 | loss: 0.0311375 | val_loss: 0.0311505 | Time: 1334.09 ms
[2021-12-04 14:14:01 main:574] : INFO : Epoch 1702 | loss: 0.0311361 | val_loss: 0.0311499 | Time: 1374.28 ms
[2021-12-04 14:14:02 main:574] : INFO : Epoch 1703 | loss: 0.0311306 | val_loss: 0.0311486 | Time: 1355.86 ms
[2021-12-04 14:14:03 main:574] : INFO : Epoch 1704 | loss: 0.03113 | val_loss: 0.0311497 | Time: 1339.13 ms
[2021-12-04 14:14:05 main:574] : INFO : Epoch 1705 | loss: 0.0311304 | val_loss: 0.0311499 | Time: 1364.65 ms
[2021-12-04 14:14:06 main:574] : INFO : Epoch 1706 | loss: 0.0311307 | val_loss: 0.0311484 | Time: 1384.53 ms
[2021-12-04 14:14:07 main:574] : INFO : Epoch 1707 | loss: 0.0311343 | val_loss: 0.0311504 | Time: 1357.97 ms
[2021-12-04 14:14:09 main:574] : INFO : Epoch 1708 | loss: 0.0311316 | val_loss: 0.0311518 | Time: 1367.57 ms
[2021-12-04 14:14:10 main:574] : INFO : Epoch 1709 | loss: 0.0311316 | val_loss: 0.0311481 | Time: 1377.86 ms
[2021-12-04 14:14:12 main:574] : INFO : Epoch 1710 | loss: 0.0311344 | val_loss: 0.0311566 | Time: 1351.36 ms
[2021-12-04 14:14:13 main:574] : INFO : Epoch 1711 | loss: 0.0311329 | val_loss: 0.0311477 | Time: 1353.34 ms
[2021-12-04 14:14:14 main:574] : INFO : Epoch 1712 | loss: 0.0311307 | val_loss: 0.0311479 | Time: 1349.58 ms
[2021-12-04 14:14:16 main:574] : INFO : Epoch 1713 | loss: 0.031134 | val_loss: 0.0311521 | Time: 1369.03 ms
[2021-12-04 14:14:17 main:574] : INFO : Epoch 1714 | loss: 0.0311341 | val_loss: 0.031149 | Time: 1339.48 ms
[2021-12-04 14:14:18 main:574] : INFO : Epoch 1715 | loss: 0.0311314 | val_loss: 0.0311491 | Time: 1381.71 ms
[2021-12-04 14:14:20 main:574] : INFO : Epoch 1716 | loss: 0.0311317 | val_loss: 0.0311494 | Time: 1379.64 ms
[2021-12-04 14:14:21 main:574] : INFO : Epoch 1717 | loss: 0.0311298 | val_loss: 0.0311518 | Time: 1345.37 ms
[2021-12-04 14:14:22 main:574] : INFO : Epoch 1718 | loss: 0.0311338 | val_loss: 0.0311485 | Time: 1347.57 ms
[2021-12-04 14:14:24 main:574] : INFO : Epoch 1719 | loss: 0.0311336 | val_loss: 0.0311475 | Time: 1419.26 ms
[2021-12-04 14:14:25 main:574] : INFO : Epoch 1720 | loss: 0.0311333 | val_loss: 0.0311514 | Time: 1322.03 ms
[2021-12-04 14:14:27 main:574] : INFO : Epoch 1721 | loss: 0.03113 | val_loss: 0.0311506 | Time: 1366.89 ms
[2021-12-04 14:14:28 main:574] : INFO : Epoch 1722 | loss: 0.0311322 | val_loss: 0.0311507 | Time: 1372.08 ms
[2021-12-04 14:14:29 main:574] : INFO : Epoch 1723 | loss: 0.0311307 | val_loss: 0.0311512 | Time: 1384.16 ms
[2021-12-04 14:14:31 main:574] : INFO : Epoch 1724 | loss: 0.031129 | val_loss: 0.0311512 | Time: 1371.64 ms
[2021-12-04 14:14:32 main:574] : INFO : Epoch 1725 | loss: 0.0311308 | val_loss: 0.0311555 | Time: 1403.41 ms
[2021-12-04 14:14:34 main:574] : INFO : Epoch 1726 | loss: 0.0311328 | val_loss: 0.0311571 | Time: 1375.85 ms
[2021-12-04 14:14:35 main:574] : INFO : Epoch 1727 | loss: 0.0311331 | val_loss: 0.0311556 | Time: 1334.48 ms
[2021-12-04 14:14:36 main:574] : INFO : Epoch 1728 | loss: 0.0311309 | val_loss: 0.0311492 | Time: 1384.54 ms
[2021-12-04 14:14:38 main:574] : INFO : Epoch 1729 | loss: 0.0311296 | val_loss: 0.0311556 | Time: 1355.93 ms
[2021-12-04 14:14:39 main:574] : INFO : Epoch 1730 | loss: 0.0311311 | val_loss: 0.0311504 | Time: 1368.4 ms
[2021-12-04 14:14:40 main:574] : INFO : Epoch 1731 | loss: 0.0311308 | val_loss: 0.0311572 | Time: 1351.5 ms
[2021-12-04 14:14:42 main:574] : INFO : Epoch 1732 | loss: 0.0311336 | val_loss: 0.0311515 | Time: 1348.15 ms
[2021-12-04 14:14:43 main:574] : INFO : Epoch 1733 | loss: 0.0311311 | val_loss: 0.0311509 | Time: 1389.69 ms
[2021-12-04 14:14:45 main:574] : INFO : Epoch 1734 | loss: 0.0311308 | val_loss: 0.0311493 | Time: 1403.91 ms
[2021-12-04 14:14:46 main:574] : INFO : Epoch 1735 | loss: 0.0311288 | val_loss: 0.0311527 | Time: 1346.33 ms
[2021-12-04 14:14:47 main:574] : INFO : Epoch 1736 | loss: 0.0311283 | val_loss: 0.0311529 | Time: 1373.4 ms
[2021-12-04 14:14:49 main:574] : INFO : Epoch 1737 | loss: 0.0311288 | val_loss: 0.0311533 | Time: 1339.89 ms
[2021-12-04 14:14:50 main:574] : INFO : Epoch 1738 | loss: 0.0311295 | val_loss: 0.0311539 | Time: 1369.3 ms
[2021-12-04 14:14:51 main:574] : INFO : Epoch 1739 | loss: 0.0311291 | val_loss: 0.0311505 | Time: 1384.01 ms
[2021-12-04 14:14:53 main:574] : INFO : Epoch 1740 | loss: 0.0311314 | val_loss: 0.0311585 | Time: 1384.11 ms
[2021-12-04 14:14:54 main:574] : INFO : Epoch 1741 | loss: 0.0311311 | val_loss: 0.0311518 | Time: 1348.85 ms
[2021-12-04 14:14:55 main:574] : INFO : Epoch 1742 | loss: 0.0311289 | val_loss: 0.0311507 | Time: 1369.93 ms
[2021-12-04 14:14:57 main:574] : INFO : Epoch 1743 | loss: 0.0311275 | val_loss: 0.0311504 | Time: 1341.02 ms
[2021-12-04 14:14:58 main:574] : INFO : Epoch 1744 | loss: 0.0311275 | val_loss: 0.0311547 | Time: 1350.61 ms
[2021-12-04 14:15:00 main:574] : INFO : Epoch 1745 | loss: 0.0311288 | val_loss: 0.0311542 | Time: 1338.9 ms
[2021-12-04 14:15:01 main:574] : INFO : Epoch 1746 | loss: 0.0311302 | val_loss: 0.0311498 | Time: 1382.92 ms
[2021-12-04 14:15:02 main:574] : INFO : Epoch 1747 | loss: 0.0311281 | val_loss: 0.0311485 | Time: 1381.67 ms
[2021-12-04 14:15:04 main:574] : INFO : Epoch 1748 | loss: 0.031128 | val_loss: 0.0311507 | Time: 1347.55 ms
[2021-12-04 14:15:05 main:574] : INFO : Epoch 1749 | loss: 0.0311281 | val_loss: 0.0311515 | Time: 1372.85 ms
[2021-12-04 14:15:06 main:574] : INFO : Epoch 1750 | loss: 0.0311283 | val_loss: 0.0311542 | Time: 1365.88 ms
[2021-12-04 14:15:08 main:574] : INFO : Epoch 1751 | loss: 0.0311297 | val_loss: 0.031149 | Time: 1352.76 ms
[2021-12-04 14:15:09 main:574] : INFO : Epoch 1752 | loss: 0.0311278 | val_loss: 0.0311516 | Time: 1365.25 ms
[2021-12-04 14:15:11 main:574] : INFO : Epoch 1753 | loss: 0.0311293 | val_loss: 0.0311493 | Time: 1382.86 ms
[2021-12-04 14:15:12 main:574] : INFO : Epoch 1754 | loss: 0.031127 | val_loss: 0.0311485 | Time: 1334.74 ms
[2021-12-04 14:15:13 main:574] : INFO : Epoch 1755 | loss: 0.0311271 | val_loss: 0.0311531 | Time: 1383.41 ms
[2021-12-04 14:15:15 main:574] : INFO : Epoch 1756 | loss: 0.031128 | val_loss: 0.0311486 | Time: 1360.36 ms
[2021-12-04 14:15:16 main:574] : INFO : Epoch 1757 | loss: 0.0311329 | val_loss: 0.0311545 | Time: 1381.34 ms
[2021-12-04 14:15:17 main:574] : INFO : Epoch 1758 | loss: 0.0311359 | val_loss: 0.0311535 | Time: 1366.33 ms
[2021-12-04 14:15:19 main:574] : INFO : Epoch 1759 | loss: 0.0311335 | val_loss: 0.0311517 | Time: 1380.73 ms
[2021-12-04 14:15:20 main:574] : INFO : Epoch 1760 | loss: 0.0311305 | val_loss: 0.0311486 | Time: 1363.78 ms
[2021-12-04 14:15:22 main:574] : INFO : Epoch 1761 | loss: 0.0311278 | val_loss: 0.0311504 | Time: 1365.74 ms
[2021-12-04 14:15:23 main:574] : INFO : Epoch 1762 | loss: 0.0311266 | val_loss: 0.0311476 | Time: 1394.93 ms
[2021-12-04 14:15:24 main:574] : INFO : Epoch 1763 | loss: 0.0311269 | val_loss: 0.0311484 | Time: 1346.57 ms
[2021-12-04 14:15:26 main:574] : INFO : Epoch 1764 | loss: 0.0311298 | val_loss: 0.0311534 | Time: 1371.08 ms
[2021-12-04 14:15:27 main:574] : INFO : Epoch 1765 | loss: 0.0311285 | val_loss: 0.0311499 | Time: 1351.52 ms
[2021-12-04 14:15:28 main:574] : INFO : Epoch 1766 | loss: 0.0311302 | val_loss: 0.031155 | Time: 1383.27 ms
[2021-12-04 14:15:30 main:574] : INFO : Epoch 1767 | loss: 0.0311305 | val_loss: 0.03115 | Time: 1375.35 ms
[2021-12-04 14:15:31 main:574] : INFO : Epoch 1768 | loss: 0.0311273 | val_loss: 0.0311512 | Time: 1336.36 ms
[2021-12-04 14:15:32 main:574] : INFO : Epoch 1769 | loss: 0.0311273 | val_loss: 0.0311465 | Time: 1360.21 ms
[2021-12-04 14:15:34 main:574] : INFO : Epoch 1770 | loss: 0.0311279 | val_loss: 0.0311518 | Time: 1388.95 ms
[2021-12-04 14:15:35 main:574] : INFO : Epoch 1771 | loss: 0.0311291 | val_loss: 0.0311471 | Time: 1331.16 ms
[2021-12-04 14:15:37 main:574] : INFO : Epoch 1772 | loss: 0.0311348 | val_loss: 0.0311489 | Time: 1363.2 ms
[2021-12-04 14:15:38 main:574] : INFO : Epoch 1773 | loss: 0.031135 | val_loss: 0.0311479 | Time: 1365.37 ms
[2021-12-04 14:15:39 main:574] : INFO : Epoch 1774 | loss: 0.0311322 | val_loss: 0.0311469 | Time: 1360.99 ms
[2021-12-04 14:15:41 main:574] : INFO : Epoch 1775 | loss: 0.0311313 | val_loss: 0.0311546 | Time: 1369.78 ms
[2021-12-04 14:15:42 main:574] : INFO : Epoch 1776 | loss: 0.0311341 | val_loss: 0.0311478 | Time: 1348.97 ms
[2021-12-04 14:15:43 main:574] : INFO : Epoch 1777 | loss: 0.0311326 | val_loss: 0.0311541 | Time: 1363.54 ms
[2021-12-04 14:15:45 main:574] : INFO : Epoch 1778 | loss: 0.0311338 | val_loss: 0.0311502 | Time: 1364.75 ms
[2021-12-04 14:15:46 main:574] : INFO : Epoch 1779 | loss: 0.0311331 | val_loss: 0.0311499 | Time: 1370.08 ms
[2021-12-04 14:15:48 main:574] : INFO : Epoch 1780 | loss: 0.0311316 | val_loss: 0.031146 | Time: 1365.21 ms
[2021-12-04 14:15:49 main:574] : INFO : Epoch 1781 | loss: 0.0311311 | val_loss: 0.0311519 | Time: 1348.2 ms
[2021-12-04 14:15:50 main:574] : INFO : Epoch 1782 | loss: 0.0311306 | val_loss: 0.0311479 | Time: 1362.59 ms
[2021-12-04 14:15:52 main:574] : INFO : Epoch 1783 | loss: 0.0311274 | val_loss: 0.0311453 | Time: 1363.94 ms
[2021-12-04 14:15:53 main:574] : INFO : Epoch 1784 | loss: 0.0311277 | val_loss: 0.0311468 | Time: 1359.7 ms
[2021-12-04 14:15:54 main:574] : INFO : Epoch 1785 | loss: 0.03113 | val_loss: 0.0311486 | Time: 1397.97 ms
[2021-12-04 14:15:56 main:574] : INFO : Epoch 1786 | loss: 0.0311269 | val_loss: 0.0311472 | Time: 1373.22 ms
[2021-12-04 14:15:57 main:574] : INFO : Epoch 1787 | loss: 0.0311249 | val_loss: 0.0311464 | Time: 1383.92 ms
[2021-12-04 14:15:59 main:574] : INFO : Epoch 1788 | loss: 0.0311265 | val_loss: 0.031149 | Time: 1373.63 ms
[2021-12-04 14:16:00 main:574] : INFO : Epoch 1789 | loss: 0.0311282 | val_loss: 0.0311538 | Time: 1373.92 ms
[2021-12-04 14:16:01 main:574] : INFO : Epoch 1790 | loss: 0.031127 | val_loss: 0.0311468 | Time: 1371.8 ms
[2021-12-04 14:16:03 main:574] : INFO : Epoch 1791 | loss: 0.0311303 | val_loss: 0.0311538 | Time: 1358.01 ms
[2021-12-04 14:16:04 main:574] : INFO : Epoch 1792 | loss: 0.0311325 | val_loss: 0.0311478 | Time: 1360.11 ms
[2021-12-04 14:16:05 main:574] : INFO : Epoch 1793 | loss: 0.0311264 | val_loss: 0.0311453 | Time: 1310.58 ms
[2021-12-04 14:16:07 main:574] : INFO : Epoch 1794 | loss: 0.0311249 | val_loss: 0.0311445 | Time: 1350.82 ms
[2021-12-04 14:16:08 main:574] : INFO : Epoch 1795 | loss: 0.0311246 | val_loss: 0.031147 | Time: 1355.71 ms
[2021-12-04 14:16:09 main:574] : INFO : Epoch 1796 | loss: 0.0311247 | val_loss: 0.031147 | Time: 1371.91 ms
[2021-12-04 14:16:11 main:574] : INFO : Epoch 1797 | loss: 0.0311283 | val_loss: 0.0311502 | Time: 1368.8 ms
[2021-12-04 14:16:12 main:574] : INFO : Epoch 1798 | loss: 0.0311249 | val_loss: 0.0311484 | Time: 1355.61 ms
[2021-12-04 14:16:14 main:574] : INFO : Epoch 1799 | loss: 0.0311269 | val_loss: 0.0311479 | Time: 1361.08 ms
[2021-12-04 14:16:15 main:574] : INFO : Epoch 1800 | loss: 0.0311328 | val_loss: 0.0311479 | Time: 1346.93 ms
[2021-12-04 14:16:16 main:574] : INFO : Epoch 1801 | loss: 0.0311287 | val_loss: 0.0311512 | Time: 1365.21 ms
[2021-12-04 14:16:18 main:574] : INFO : Epoch 1802 | loss: 0.0311272 | val_loss: 0.0311453 | Time: 1402.72 ms
[2021-12-04 14:16:19 main:574] : INFO : Epoch 1803 | loss: 0.031126 | val_loss: 0.0311448 | Time: 1358.47 ms
[2021-12-04 14:16:20 main:574] : INFO : Epoch 1804 | loss: 0.0311282 | val_loss: 0.0311468 | Time: 1337.05 ms
[2021-12-04 14:16:22 main:574] : INFO : Epoch 1805 | loss: 0.0311293 | val_loss: 0.0311439 | Time: 1344.24 ms
[2021-12-04 14:16:23 main:574] : INFO : Epoch 1806 | loss: 0.0311293 | val_loss: 0.0311495 | Time: 1349.91 ms
[2021-12-04 14:16:24 main:574] : INFO : Epoch 1807 | loss: 0.0311281 | val_loss: 0.0311492 | Time: 1352.91 ms
[2021-12-04 14:16:26 main:574] : INFO : Epoch 1808 | loss: 0.0311315 | val_loss: 0.031152 | Time: 1346.04 ms
[2021-12-04 14:16:27 main:574] : INFO : Epoch 1809 | loss: 0.0311285 | val_loss: 0.0311459 | Time: 1360.72 ms
[2021-12-04 14:16:29 main:574] : INFO : Epoch 1810 | loss: 0.031131 | val_loss: 0.0311485 | Time: 1342.37 ms
[2021-12-04 14:16:30 main:574] : INFO : Epoch 1811 | loss: 0.0311288 | val_loss: 0.0311447 | Time: 1355.23 ms
[2021-12-04 14:16:31 main:574] : INFO : Epoch 1812 | loss: 0.0311289 | val_loss: 0.0311454 | Time: 1372.35 ms
[2021-12-04 14:16:33 main:574] : INFO : Epoch 1813 | loss: 0.0311296 | val_loss: 0.0311437 | Time: 1337.06 ms
[2021-12-04 14:16:34 main:574] : INFO : Epoch 1814 | loss: 0.0311241 | val_loss: 0.0311434 | Time: 1387.39 ms
[2021-12-04 14:16:35 main:574] : INFO : Epoch 1815 | loss: 0.0311225 | val_loss: 0.0311478 | Time: 1361.07 ms
[2021-12-04 14:16:37 main:574] : INFO : Epoch 1816 | loss: 0.0311252 | val_loss: 0.031142 | Time: 1360.82 ms
[2021-12-04 14:16:38 main:574] : INFO : Epoch 1817 | loss: 0.0311229 | val_loss: 0.0311432 | Time: 1383.31 ms
[2021-12-04 14:16:40 main:574] : INFO : Epoch 1818 | loss: 0.031126 | val_loss: 0.0311507 | Time: 1377.93 ms
[2021-12-04 14:16:41 main:574] : INFO : Epoch 1819 | loss: 0.0311264 | val_loss: 0.031144 | Time: 1377.09 ms
[2021-12-04 14:16:42 main:574] : INFO : Epoch 1820 | loss: 0.0311232 | val_loss: 0.0311424 | Time: 1369.72 ms
[2021-12-04 14:16:44 main:574] : INFO : Epoch 1821 | loss: 0.031124 | val_loss: 0.0311504 | Time: 1360.44 ms
[2021-12-04 14:16:45 main:574] : INFO : Epoch 1822 | loss: 0.0311243 | val_loss: 0.0311473 | Time: 1330.59 ms
[2021-12-04 14:16:46 main:574] : INFO : Epoch 1823 | loss: 0.031127 | val_loss: 0.0311448 | Time: 1358.67 ms
[2021-12-04 14:16:48 main:574] : INFO : Epoch 1824 | loss: 0.0311324 | val_loss: 0.0311476 | Time: 1372.97 ms
[2021-12-04 14:16:49 main:574] : INFO : Epoch 1825 | loss: 0.0311307 | val_loss: 0.0311472 | Time: 1370.9 ms
[2021-12-04 14:16:50 main:574] : INFO : Epoch 1826 | loss: 0.0311293 | val_loss: 0.0311457 | Time: 1360.57 ms
[2021-12-04 14:16:52 main:574] : INFO : Epoch 1827 | loss: 0.0311286 | val_loss: 0.031152 | Time: 1352.86 ms
[2021-12-04 14:16:53 main:574] : INFO : Epoch 1828 | loss: 0.0311291 | val_loss: 0.0311525 | Time: 1388.78 ms
[2021-12-04 14:16:55 main:574] : INFO : Epoch 1829 | loss: 0.0311271 | val_loss: 0.0311502 | Time: 1348.3 ms
[2021-12-04 14:16:56 main:574] : INFO : Epoch 1830 | loss: 0.0311252 | val_loss: 0.0311462 | Time: 1360.95 ms
[2021-12-04 14:16:57 main:574] : INFO : Epoch 1831 | loss: 0.0311299 | val_loss: 0.0311479 | Time: 1374.26 ms
[2021-12-04 14:16:59 main:574] : INFO : Epoch 1832 | loss: 0.0311307 | val_loss: 0.03115 | Time: 1343.41 ms
[2021-12-04 14:17:00 main:574] : INFO : Epoch 1833 | loss: 0.0311285 | val_loss: 0.0311537 | Time: 1352.58 ms
[2021-12-04 14:17:01 main:574] : INFO : Epoch 1834 | loss: 0.0311277 | val_loss: 0.0311505 | Time: 1346.18 ms
[2021-12-04 14:17:03 main:574] : INFO : Epoch 1835 | loss: 0.0311273 | val_loss: 0.0311485 | Time: 1385.02 ms
[2021-12-04 14:17:04 main:574] : INFO : Epoch 1836 | loss: 0.0311302 | val_loss: 0.0311551 | Time: 1373.98 ms
[2021-12-04 14:17:06 main:574] : INFO : Epoch 1837 | loss: 0.0311315 | val_loss: 0.0311528 | Time: 1376.85 ms
[2021-12-04 14:17:07 main:574] : INFO : Epoch 1838 | loss: 0.0311292 | val_loss: 0.0311513 | Time: 1357.73 ms
[2021-12-04 14:17:08 main:574] : INFO : Epoch 1839 | loss: 0.0311288 | val_loss: 0.0311483 | Time: 1358.38 ms
[2021-12-04 14:17:10 main:574] : INFO : Epoch 1840 | loss: 0.0311274 | val_loss: 0.0311462 | Time: 1365.08 ms
[2021-12-04 14:17:11 main:574] : INFO : Epoch 1841 | loss: 0.031127 | val_loss: 0.0311484 | Time: 1357.93 ms
[2021-12-04 14:17:12 main:574] : INFO : Epoch 1842 | loss: 0.0311262 | val_loss: 0.0311472 | Time: 1372.4 ms
[2021-12-04 14:17:14 main:574] : INFO : Epoch 1843 | loss: 0.0311245 | val_loss: 0.0311489 | Time: 1327.59 ms
[2021-12-04 14:17:15 main:574] : INFO : Epoch 1844 | loss: 0.0311259 | val_loss: 0.0311515 | Time: 1382.9 ms
[2021-12-04 14:17:16 main:574] : INFO : Epoch 1845 | loss: 0.0311261 | val_loss: 0.0311477 | Time: 1341.05 ms
[2021-12-04 14:17:18 main:574] : INFO : Epoch 1846 | loss: 0.0311254 | val_loss: 0.0311482 | Time: 1378.62 ms
[2021-12-04 14:17:19 main:574] : INFO : Epoch 1847 | loss: 0.0311239 | val_loss: 0.0311481 | Time: 1376.73 ms
[2021-12-04 14:17:21 main:574] : INFO : Epoch 1848 | loss: 0.0311269 | val_loss: 0.0311498 | Time: 1393.12 ms
[2021-12-04 14:17:22 main:574] : INFO : Epoch 1849 | loss: 0.0311262 | val_loss: 0.0311526 | Time: 1352.51 ms
[2021-12-04 14:17:23 main:574] : INFO : Epoch 1850 | loss: 0.0311289 | val_loss: 0.0311485 | Time: 1382.52 ms
[2021-12-04 14:17:25 main:574] : INFO : Epoch 1851 | loss: 0.0311295 | val_loss: 0.0311486 | Time: 1403.68 ms
[2021-12-04 14:17:26 main:574] : INFO : Epoch 1852 | loss: 0.0311275 | val_loss: 0.0311483 | Time: 1361.38 ms
[2021-12-04 14:17:28 main:574] : INFO : Epoch 1853 | loss: 0.0311374 | val_loss: 0.03115 | Time: 1372.28 ms
[2021-12-04 14:17:29 main:574] : INFO : Epoch 1854 | loss: 0.0311357 | val_loss: 0.0311485 | Time: 1364.31 ms
[2021-12-04 14:17:30 main:574] : INFO : Epoch 1855 | loss: 0.0311354 | val_loss: 0.0311503 | Time: 1345.62 ms
[2021-12-04 14:17:32 main:574] : INFO : Epoch 1856 | loss: 0.0311366 | val_loss: 0.0311449 | Time: 1357.52 ms
[2021-12-04 14:17:33 main:574] : INFO : Epoch 1857 | loss: 0.0311334 | val_loss: 0.0311449 | Time: 1329.48 ms
[2021-12-04 14:17:34 main:574] : INFO : Epoch 1858 | loss: 0.031132 | val_loss: 0.0311483 | Time: 1359.58 ms
[2021-12-04 14:17:36 main:574] : INFO : Epoch 1859 | loss: 0.0311345 | val_loss: 0.0311459 | Time: 1333.9 ms
[2021-12-04 14:17:37 main:574] : INFO : Epoch 1860 | loss: 0.0311344 | val_loss: 0.0311533 | Time: 1372.39 ms
[2021-12-04 14:17:38 main:574] : INFO : Epoch 1861 | loss: 0.031135 | val_loss: 0.0311515 | Time: 1398.43 ms
[2021-12-04 14:17:40 main:574] : INFO : Epoch 1862 | loss: 0.0311324 | val_loss: 0.0311491 | Time: 1384.23 ms
[2021-12-04 14:17:41 main:574] : INFO : Epoch 1863 | loss: 0.0311322 | val_loss: 0.0311466 | Time: 1355.61 ms
[2021-12-04 14:17:43 main:574] : INFO : Epoch 1864 | loss: 0.0311332 | val_loss: 0.0311475 | Time: 1375.08 ms
[2021-12-04 14:17:44 main:574] : INFO : Epoch 1865 | loss: 0.031133 | val_loss: 0.0311448 | Time: 1363.47 ms
[2021-12-04 14:17:45 main:574] : INFO : Epoch 1866 | loss: 0.0311309 | val_loss: 0.031142 | Time: 1362.03 ms
[2021-12-04 14:17:47 main:574] : INFO : Epoch 1867 | loss: 0.0311305 | val_loss: 0.0311456 | Time: 1386.52 ms
[2021-12-04 14:17:48 main:574] : INFO : Epoch 1868 | loss: 0.03113 | val_loss: 0.0311472 | Time: 1345.65 ms
[2021-12-04 14:17:49 main:574] : INFO : Epoch 1869 | loss: 0.0311301 | val_loss: 0.0311433 | Time: 1364.63 ms
[2021-12-04 14:17:51 main:574] : INFO : Epoch 1870 | loss: 0.0311283 | val_loss: 0.0311438 | Time: 1393.63 ms
[2021-12-04 14:17:52 main:574] : INFO : Epoch 1871 | loss: 0.031128 | val_loss: 0.0311438 | Time: 1364.59 ms
[2021-12-04 14:17:54 main:574] : INFO : Epoch 1872 | loss: 0.0311322 | val_loss: 0.0311493 | Time: 1380.71 ms
[2021-12-04 14:17:55 main:574] : INFO : Epoch 1873 | loss: 0.0311341 | val_loss: 0.0311485 | Time: 1372.65 ms
[2021-12-04 14:17:56 main:574] : INFO : Epoch 1874 | loss: 0.031133 | val_loss: 0.0311482 | Time: 1339.9 ms
[2021-12-04 14:17:58 main:574] : INFO : Epoch 1875 | loss: 0.0311329 | val_loss: 0.0311494 | Time: 1366.37 ms
[2021-12-04 14:17:59 main:574] : INFO : Epoch 1876 | loss: 0.0311312 | val_loss: 0.0311494 | Time: 1408.12 ms
[2021-12-04 14:18:00 main:574] : INFO : Epoch 1877 | loss: 0.0311301 | val_loss: 0.0311462 | Time: 1359.67 ms
[2021-12-04 14:18:02 main:574] : INFO : Epoch 1878 | loss: 0.0311311 | val_loss: 0.0311487 | Time: 1366.48 ms
[2021-12-04 14:18:03 main:574] : INFO : Epoch 1879 | loss: 0.0311304 | val_loss: 0.0311489 | Time: 1389 ms
[2021-12-04 14:18:05 main:574] : INFO : Epoch 1880 | loss: 0.0311299 | val_loss: 0.0311476 | Time: 1330.78 ms
[2021-12-04 14:18:06 main:574] : INFO : Epoch 1881 | loss: 0.0311288 | val_loss: 0.031149 | Time: 1365.14 ms
[2021-12-04 14:18:07 main:574] : INFO : Epoch 1882 | loss: 0.0311269 | val_loss: 0.0311493 | Time: 1366.28 ms
[2021-12-04 14:18:09 main:574] : INFO : Epoch 1883 | loss: 0.0311268 | val_loss: 0.031149 | Time: 1396.22 ms
[2021-12-04 14:18:10 main:574] : INFO : Epoch 1884 | loss: 0.0311263 | val_loss: 0.0311496 | Time: 1368.76 ms
[2021-12-04 14:18:11 main:574] : INFO : Epoch 1885 | loss: 0.0311271 | val_loss: 0.0311503 | Time: 1342.84 ms
[2021-12-04 14:18:13 main:574] : INFO : Epoch 1886 | loss: 0.0311291 | val_loss: 0.0311505 | Time: 1353.14 ms
[2021-12-04 14:18:14 main:574] : INFO : Epoch 1887 | loss: 0.031128 | val_loss: 0.0311489 | Time: 1372.34 ms
[2021-12-04 14:18:16 main:574] : INFO : Epoch 1888 | loss: 0.0311253 | val_loss: 0.0311477 | Time: 1342.77 ms
[2021-12-04 14:18:17 main:574] : INFO : Epoch 1889 | loss: 0.0311253 | val_loss: 0.0311483 | Time: 1362.82 ms
[2021-12-04 14:18:18 main:574] : INFO : Epoch 1890 | loss: 0.0311283 | val_loss: 0.0311494 | Time: 1338.74 ms
[2021-12-04 14:18:20 main:574] : INFO : Epoch 1891 | loss: 0.0311298 | val_loss: 0.0311509 | Time: 1335.37 ms
[2021-12-04 14:18:21 main:574] : INFO : Epoch 1892 | loss: 0.0311291 | val_loss: 0.0311514 | Time: 1331.94 ms
[2021-12-04 14:18:22 main:574] : INFO : Epoch 1893 | loss: 0.0311266 | val_loss: 0.0311479 | Time: 1361.11 ms
[2021-12-04 14:18:24 main:574] : INFO : Epoch 1894 | loss: 0.0311279 | val_loss: 0.0311481 | Time: 1329.8 ms
[2021-12-04 14:18:25 main:574] : INFO : Epoch 1895 | loss: 0.0311292 | val_loss: 0.0311477 | Time: 1371.16 ms
[2021-12-04 14:18:26 main:574] : INFO : Epoch 1896 | loss: 0.0311273 | val_loss: 0.031148 | Time: 1381.57 ms
[2021-12-04 14:18:28 main:574] : INFO : Epoch 1897 | loss: 0.031124 | val_loss: 0.0311482 | Time: 1364.32 ms
[2021-12-04 14:18:29 main:574] : INFO : Epoch 1898 | loss: 0.0311279 | val_loss: 0.0311512 | Time: 1356.47 ms
[2021-12-04 14:18:31 main:574] : INFO : Epoch 1899 | loss: 0.0311267 | val_loss: 0.0311501 | Time: 1341.77 ms
[2021-12-04 14:18:32 main:574] : INFO : Epoch 1900 | loss: 0.0311268 | val_loss: 0.0311497 | Time: 1382.41 ms
[2021-12-04 14:18:33 main:574] : INFO : Epoch 1901 | loss: 0.0311266 | val_loss: 0.0311538 | Time: 1375.88 ms
[2021-12-04 14:18:35 main:574] : INFO : Epoch 1902 | loss: 0.0311265 | val_loss: 0.0311569 | Time: 1345.31 ms
[2021-12-04 14:18:36 main:574] : INFO : Epoch 1903 | loss: 0.0311262 | val_loss: 0.0311479 | Time: 1361.15 ms
[2021-12-04 14:18:37 main:574] : INFO : Epoch 1904 | loss: 0.0311259 | val_loss: 0.0311569 | Time: 1355.93 ms
[2021-12-04 14:18:39 main:574] : INFO : Epoch 1905 | loss: 0.031125 | val_loss: 0.0311495 | Time: 1346.57 ms
[2021-12-04 14:18:40 main:574] : INFO : Epoch 1906 | loss: 0.0311233 | val_loss: 0.0311478 | Time: 1375.99 ms
[2021-12-04 14:18:41 main:574] : INFO : Epoch 1907 | loss: 0.0311238 | val_loss: 0.0311546 | Time: 1337.39 ms
[2021-12-04 14:18:43 main:574] : INFO : Epoch 1908 | loss: 0.0311226 | val_loss: 0.0311504 | Time: 1360.44 ms
[2021-12-04 14:18:44 main:574] : INFO : Epoch 1909 | loss: 0.0311229 | val_loss: 0.0311519 | Time: 1401.46 ms
[2021-12-04 14:18:46 main:574] : INFO : Epoch 1910 | loss: 0.0311238 | val_loss: 0.0311544 | Time: 1350.37 ms
[2021-12-04 14:18:47 main:574] : INFO : Epoch 1911 | loss: 0.0311287 | val_loss: 0.0311509 | Time: 1378.9 ms
[2021-12-04 14:18:48 main:574] : INFO : Epoch 1912 | loss: 0.0311247 | val_loss: 0.0311513 | Time: 1369.24 ms
[2021-12-04 14:18:50 main:574] : INFO : Epoch 1913 | loss: 0.0311234 | val_loss: 0.0311491 | Time: 1326.62 ms
[2021-12-04 14:18:51 main:574] : INFO : Epoch 1914 | loss: 0.031121 | val_loss: 0.0311504 | Time: 1348.46 ms
[2021-12-04 14:18:52 main:574] : INFO : Epoch 1915 | loss: 0.0311227 | val_loss: 0.0311504 | Time: 1317.71 ms
[2021-12-04 14:18:54 main:574] : INFO : Epoch 1916 | loss: 0.0311212 | val_loss: 0.0311508 | Time: 1354.65 ms
[2021-12-04 14:18:55 main:574] : INFO : Epoch 1917 | loss: 0.0311207 | val_loss: 0.0311573 | Time: 1321.74 ms
[2021-12-04 14:18:56 main:574] : INFO : Epoch 1918 | loss: 0.0311241 | val_loss: 0.0311539 | Time: 1351.62 ms
[2021-12-04 14:18:58 main:574] : INFO : Epoch 1919 | loss: 0.0311226 | val_loss: 0.0311496 | Time: 1334.11 ms
[2021-12-04 14:18:59 main:574] : INFO : Epoch 1920 | loss: 0.0311215 | val_loss: 0.0311503 | Time: 1390.24 ms
[2021-12-04 14:19:00 main:574] : INFO : Epoch 1921 | loss: 0.0311221 | val_loss: 0.0311527 | Time: 1365.52 ms
[2021-12-04 14:19:02 main:574] : INFO : Epoch 1922 | loss: 0.031123 | val_loss: 0.0311481 | Time: 1351.32 ms
[2021-12-04 14:19:03 main:574] : INFO : Epoch 1923 | loss: 0.031123 | val_loss: 0.031148 | Time: 1375.36 ms
[2021-12-04 14:19:05 main:574] : INFO : Epoch 1924 | loss: 0.0311227 | val_loss: 0.0311521 | Time: 1339.11 ms
[2021-12-04 14:19:06 main:574] : INFO : Epoch 1925 | loss: 0.0311217 | val_loss: 0.0311476 | Time: 1389.36 ms
[2021-12-04 14:19:07 main:574] : INFO : Epoch 1926 | loss: 0.0311222 | val_loss: 0.0311512 | Time: 1380.9 ms
[2021-12-04 14:19:09 main:574] : INFO : Epoch 1927 | loss: 0.031124 | val_loss: 0.0311632 | Time: 1350.73 ms
[2021-12-04 14:19:10 main:574] : INFO : Epoch 1928 | loss: 0.0311234 | val_loss: 0.0311488 | Time: 1348.16 ms
[2021-12-04 14:19:11 main:574] : INFO : Epoch 1929 | loss: 0.0311243 | val_loss: 0.0311493 | Time: 1342.38 ms
[2021-12-04 14:19:13 main:574] : INFO : Epoch 1930 | loss: 0.031123 | val_loss: 0.0311526 | Time: 1341.52 ms
[2021-12-04 14:19:14 main:574] : INFO : Epoch 1931 | loss: 0.0311219 | val_loss: 0.0311511 | Time: 1341.9 ms
[2021-12-04 14:19:15 main:574] : INFO : Epoch 1932 | loss: 0.0311211 | val_loss: 0.0311513 | Time: 1365.17 ms
[2021-12-04 14:19:17 main:574] : INFO : Epoch 1933 | loss: 0.0311206 | val_loss: 0.0311472 | Time: 1365.33 ms
[2021-12-04 14:19:18 main:574] : INFO : Epoch 1934 | loss: 0.0311208 | val_loss: 0.03115 | Time: 1334.38 ms
[2021-12-04 14:19:20 main:574] : INFO : Epoch 1935 | loss: 0.0311251 | val_loss: 0.0311536 | Time: 1336.26 ms
[2021-12-04 14:19:21 main:574] : INFO : Epoch 1936 | loss: 0.0311255 | val_loss: 0.0311507 | Time: 1322.93 ms
[2021-12-04 14:19:22 main:574] : INFO : Epoch 1937 | loss: 0.0311217 | val_loss: 0.0311496 | Time: 1341.21 ms
[2021-12-04 14:19:24 main:574] : INFO : Epoch 1938 | loss: 0.0311203 | val_loss: 0.0311471 | Time: 1328.44 ms
[2021-12-04 14:19:25 main:574] : INFO : Epoch 1939 | loss: 0.0311192 | val_loss: 0.0311503 | Time: 1361.79 ms
[2021-12-04 14:19:26 main:574] : INFO : Epoch 1940 | loss: 0.0311199 | val_loss: 0.0311519 | Time: 1340.98 ms
[2021-12-04 14:19:28 main:574] : INFO : Epoch 1941 | loss: 0.0311237 | val_loss: 0.031148 | Time: 1354.96 ms
[2021-12-04 14:19:29 main:574] : INFO : Epoch 1942 | loss: 0.031121 | val_loss: 0.0311581 | Time: 1376.3 ms
[2021-12-04 14:19:30 main:574] : INFO : Epoch 1943 | loss: 0.0311254 | val_loss: 0.0311573 | Time: 1342.01 ms
[2021-12-04 14:19:32 main:574] : INFO : Epoch 1944 | loss: 0.0311207 | val_loss: 0.0311489 | Time: 1345.49 ms
[2021-12-04 14:19:33 main:574] : INFO : Epoch 1945 | loss: 0.0311186 | val_loss: 0.0311478 | Time: 1345.11 ms
[2021-12-04 14:19:34 main:574] : INFO : Epoch 1946 | loss: 0.0311211 | val_loss: 0.0311487 | Time: 1366.76 ms
[2021-12-04 14:19:36 main:574] : INFO : Epoch 1947 | loss: 0.0311231 | val_loss: 0.0311479 | Time: 1330.35 ms
[2021-12-04 14:19:37 main:574] : INFO : Epoch 1948 | loss: 0.0311257 | val_loss: 0.0311468 | Time: 1364.11 ms
[2021-12-04 14:19:39 main:574] : INFO : Epoch 1949 | loss: 0.0311259 | val_loss: 0.0311467 | Time: 1356.94 ms
[2021-12-04 14:19:40 main:574] : INFO : Epoch 1950 | loss: 0.0311253 | val_loss: 0.0311464 | Time: 1329.97 ms
[2021-12-04 14:19:41 main:574] : INFO : Epoch 1951 | loss: 0.0311278 | val_loss: 0.0311417 | Time: 1365.69 ms
[2021-12-04 14:19:43 main:574] : INFO : Epoch 1952 | loss: 0.0311281 | val_loss: 0.0311433 | Time: 1331.45 ms
[2021-12-04 14:19:44 main:574] : INFO : Epoch 1953 | loss: 0.0311287 | val_loss: 0.0311461 | Time: 1373.18 ms
[2021-12-04 14:19:45 main:574] : INFO : Epoch 1954 | loss: 0.0311283 | val_loss: 0.0311491 | Time: 1339.98 ms
[2021-12-04 14:19:47 main:574] : INFO : Epoch 1955 | loss: 0.0311296 | val_loss: 0.0311487 | Time: 1376.48 ms
[2021-12-04 14:19:48 main:574] : INFO : Epoch 1956 | loss: 0.0311254 | val_loss: 0.0311457 | Time: 1374.94 ms
[2021-12-04 14:19:49 main:574] : INFO : Epoch 1957 | loss: 0.0311254 | val_loss: 0.0311451 | Time: 1347.36 ms
[2021-12-04 14:19:51 main:574] : INFO : Epoch 1958 | loss: 0.0311236 | val_loss: 0.0311447 | Time: 1359.34 ms
[2021-12-04 14:19:52 main:574] : INFO : Epoch 1959 | loss: 0.031122 | val_loss: 0.031144 | Time: 1389.09 ms
[2021-12-04 14:19:54 main:574] : INFO : Epoch 1960 | loss: 0.0311204 | val_loss: 0.0311472 | Time: 1358.66 ms
[2021-12-04 14:19:55 main:574] : INFO : Epoch 1961 | loss: 0.0311212 | val_loss: 0.0311502 | Time: 1366.46 ms
[2021-12-04 14:19:56 main:574] : INFO : Epoch 1962 | loss: 0.0311212 | val_loss: 0.0311523 | Time: 1405.67 ms
[2021-12-04 14:19:58 main:574] : INFO : Epoch 1963 | loss: 0.0311222 | val_loss: 0.0311505 | Time: 1367.62 ms
[2021-12-04 14:19:59 main:574] : INFO : Epoch 1964 | loss: 0.0311226 | val_loss: 0.0311465 | Time: 1362.65 ms
[2021-12-04 14:20:00 main:574] : INFO : Epoch 1965 | loss: 0.0311217 | val_loss: 0.0311494 | Time: 1382 ms
[2021-12-04 14:20:02 main:574] : INFO : Epoch 1966 | loss: 0.0311204 | val_loss: 0.0311466 | Time: 1346.04 ms
[2021-12-04 14:20:03 main:574] : INFO : Epoch 1967 | loss: 0.0311217 | val_loss: 0.0311453 | Time: 1360.44 ms
[2021-12-04 14:20:05 main:574] : INFO : Epoch 1968 | loss: 0.0311209 | val_loss: 0.0311464 | Time: 1389.24 ms
[2021-12-04 14:20:06 main:574] : INFO : Epoch 1969 | loss: 0.0311209 | val_loss: 0.0311478 | Time: 1341.55 ms
[2021-12-04 14:20:07 main:574] : INFO : Epoch 1970 | loss: 0.0311201 | val_loss: 0.0311486 | Time: 1349.16 ms
[2021-12-04 14:20:09 main:574] : INFO : Epoch 1971 | loss: 0.0311218 | val_loss: 0.0311503 | Time: 1333.77 ms
[2021-12-04 14:20:10 main:574] : INFO : Epoch 1972 | loss: 0.0311225 | val_loss: 0.0311472 | Time: 1371.69 ms
[2021-12-04 14:20:11 main:574] : INFO : Epoch 1973 | loss: 0.0311211 | val_loss: 0.0311473 | Time: 1374.23 ms
[2021-12-04 14:20:13 main:574] : INFO : Epoch 1974 | loss: 0.0311206 | val_loss: 0.0311506 | Time: 1376.19 ms
[2021-12-04 14:20:14 main:574] : INFO : Epoch 1975 | loss: 0.0311191 | val_loss: 0.0311501 | Time: 1376.87 ms
[2021-12-04 14:20:15 main:574] : INFO : Epoch 1976 | loss: 0.0311175 | val_loss: 0.0311484 | Time: 1366.41 ms
[2021-12-04 14:20:17 main:574] : INFO : Epoch 1977 | loss: 0.0311182 | val_loss: 0.0311477 | Time: 1342 ms
[2021-12-04 14:20:18 main:574] : INFO : Epoch 1978 | loss: 0.0311194 | val_loss: 0.0311573 | Time: 1371.69 ms
[2021-12-04 14:20:20 main:574] : INFO : Epoch 1979 | loss: 0.0311194 | val_loss: 0.0311459 | Time: 1375.33 ms
[2021-12-04 14:20:21 main:574] : INFO : Epoch 1980 | loss: 0.0311172 | val_loss: 0.0311477 | Time: 1340.24 ms
[2021-12-04 14:20:22 main:574] : INFO : Epoch 1981 | loss: 0.0311205 | val_loss: 0.0311477 | Time: 1370.77 ms
[2021-12-04 14:20:24 main:574] : INFO : Epoch 1982 | loss: 0.0311189 | val_loss: 0.0311492 | Time: 1343.58 ms
[2021-12-04 14:20:25 main:574] : INFO : Epoch 1983 | loss: 0.03112 | val_loss: 0.0311444 | Time: 1358.69 ms
[2021-12-04 14:20:26 main:574] : INFO : Epoch 1984 | loss: 0.0311171 | val_loss: 0.0311478 | Time: 1335.59 ms
[2021-12-04 14:20:28 main:574] : INFO : Epoch 1985 | loss: 0.0311189 | val_loss: 0.0311512 | Time: 1381.82 ms
[2021-12-04 14:20:29 main:574] : INFO : Epoch 1986 | loss: 0.0311246 | val_loss: 0.0311441 | Time: 1346.4 ms
[2021-12-04 14:20:30 main:574] : INFO : Epoch 1987 | loss: 0.0311286 | val_loss: 0.0311452 | Time: 1366.12 ms
[2021-12-04 14:20:32 main:574] : INFO : Epoch 1988 | loss: 0.0311274 | val_loss: 0.0311438 | Time: 1368.5 ms
[2021-12-04 14:20:33 main:574] : INFO : Epoch 1989 | loss: 0.0311238 | val_loss: 0.0311493 | Time: 1339.63 ms
[2021-12-04 14:20:35 main:574] : INFO : Epoch 1990 | loss: 0.0311226 | val_loss: 0.0311434 | Time: 1397.35 ms
[2021-12-04 14:20:36 main:574] : INFO : Epoch 1991 | loss: 0.0311209 | val_loss: 0.0311449 | Time: 1345.42 ms
[2021-12-04 14:20:37 main:574] : INFO : Epoch 1992 | loss: 0.0311214 | val_loss: 0.0311516 | Time: 1333.68 ms
[2021-12-04 14:20:39 main:574] : INFO : Epoch 1993 | loss: 0.0311214 | val_loss: 0.0311463 | Time: 1398.62 ms
[2021-12-04 14:20:40 main:574] : INFO : Epoch 1994 | loss: 0.0311208 | val_loss: 0.0311496 | Time: 1393.27 ms
[2021-12-04 14:20:41 main:574] : INFO : Epoch 1995 | loss: 0.0311203 | val_loss: 0.0311462 | Time: 1355.09 ms
[2021-12-04 14:20:43 main:574] : INFO : Epoch 1996 | loss: 0.0311219 | val_loss: 0.0311606 | Time: 1367.35 ms
[2021-12-04 14:20:44 main:574] : INFO : Epoch 1997 | loss: 0.0311225 | val_loss: 0.0311476 | Time: 1390.47 ms
[2021-12-04 14:20:46 main:574] : INFO : Epoch 1998 | loss: 0.031119 | val_loss: 0.0311451 | Time: 1347.52 ms
[2021-12-04 14:20:47 main:574] : INFO : Epoch 1999 | loss: 0.0311173 | val_loss: 0.0311479 | Time: 1369.62 ms
[2021-12-04 14:20:48 main:574] : INFO : Epoch 2000 | loss: 0.0311212 | val_loss: 0.0311451 | Time: 1376.36 ms
[2021-12-04 14:20:50 main:574] : INFO : Epoch 2001 | loss: 0.0311251 | val_loss: 0.0311444 | Time: 1341.62 ms
[2021-12-04 14:20:51 main:574] : INFO : Epoch 2002 | loss: 0.0311301 | val_loss: 0.0311459 | Time: 1370.12 ms
[2021-12-04 14:20:52 main:574] : INFO : Epoch 2003 | loss: 0.0311299 | val_loss: 0.0311556 | Time: 1371.1 ms
[2021-12-04 14:20:54 main:574] : INFO : Epoch 2004 | loss: 0.0311283 | val_loss: 0.0311458 | Time: 1349.05 ms
[2021-12-04 14:20:55 main:574] : INFO : Epoch 2005 | loss: 0.0311262 | val_loss: 0.0311441 | Time: 1350.34 ms
[2021-12-04 14:20:57 main:574] : INFO : Epoch 2006 | loss: 0.0311233 | val_loss: 0.0311456 | Time: 1363.13 ms
[2021-12-04 14:20:58 main:574] : INFO : Epoch 2007 | loss: 0.0311219 | val_loss: 0.031144 | Time: 1364.26 ms
[2021-12-04 14:20:59 main:574] : INFO : Epoch 2008 | loss: 0.0311226 | val_loss: 0.0311423 | Time: 1345.99 ms
[2021-12-04 14:21:01 main:574] : INFO : Epoch 2009 | loss: 0.0311224 | val_loss: 0.0311447 | Time: 1359.69 ms
[2021-12-04 14:21:02 main:574] : INFO : Epoch 2010 | loss: 0.0311239 | val_loss: 0.0311459 | Time: 1369.76 ms
[2021-12-04 14:21:03 main:574] : INFO : Epoch 2011 | loss: 0.0311213 | val_loss: 0.031144 | Time: 1371.12 ms
[2021-12-04 14:21:05 main:574] : INFO : Epoch 2012 | loss: 0.0311215 | val_loss: 0.0311432 | Time: 1358.06 ms
[2021-12-04 14:21:06 main:574] : INFO : Epoch 2013 | loss: 0.03112 | val_loss: 0.0311429 | Time: 1388.24 ms
[2021-12-04 14:21:07 main:574] : INFO : Epoch 2014 | loss: 0.0311283 | val_loss: 0.0311635 | Time: 1355.11 ms
[2021-12-04 14:21:09 main:574] : INFO : Epoch 2015 | loss: 0.0311281 | val_loss: 0.0311479 | Time: 1365.37 ms
[2021-12-04 14:21:10 main:574] : INFO : Epoch 2016 | loss: 0.0311247 | val_loss: 0.031145 | Time: 1366.63 ms
[2021-12-04 14:21:12 main:574] : INFO : Epoch 2017 | loss: 0.0311241 | val_loss: 0.0311464 | Time: 1329.9 ms
[2021-12-04 14:21:13 main:574] : INFO : Epoch 2018 | loss: 0.0311229 | val_loss: 0.0311501 | Time: 1392.08 ms
[2021-12-04 14:21:14 main:574] : INFO : Epoch 2019 | loss: 0.0311233 | val_loss: 0.0311504 | Time: 1365.42 ms
[2021-12-04 14:21:16 main:574] : INFO : Epoch 2020 | loss: 0.0311252 | val_loss: 0.031155 | Time: 1376.86 ms
[2021-12-04 14:21:17 main:574] : INFO : Epoch 2021 | loss: 0.0311258 | val_loss: 0.0311433 | Time: 1366.71 ms
[2021-12-04 14:21:18 main:574] : INFO : Epoch 2022 | loss: 0.0311223 | val_loss: 0.0311456 | Time: 1350 ms
[2021-12-04 14:21:20 main:574] : INFO : Epoch 2023 | loss: 0.03112 | val_loss: 0.0311458 | Time: 1398.03 ms
[2021-12-04 14:21:21 main:574] : INFO : Epoch 2024 | loss: 0.0311226 | val_loss: 0.0311538 | Time: 1393.37 ms
[2021-12-04 14:21:23 main:574] : INFO : Epoch 2025 | loss: 0.0311216 | val_loss: 0.0311476 | Time: 1342.63 ms
[2021-12-04 14:21:24 main:574] : INFO : Epoch 2026 | loss: 0.0311211 | val_loss: 0.0311467 | Time: 1352.75 ms
[2021-12-04 14:21:25 main:574] : INFO : Epoch 2027 | loss: 0.0311215 | val_loss: 0.0311552 | Time: 1383.63 ms
[2021-12-04 14:21:27 main:574] : INFO : Epoch 2028 | loss: 0.0311227 | val_loss: 0.0311463 | Time: 1346.51 ms
[2021-12-04 14:21:28 main:574] : INFO : Epoch 2029 | loss: 0.0311204 | val_loss: 0.0311473 | Time: 1361.18 ms
[2021-12-04 14:21:29 main:574] : INFO : Epoch 2030 | loss: 0.0311201 | val_loss: 0.03115 | Time: 1383.66 ms
[2021-12-04 14:21:31 main:574] : INFO : Epoch 2031 | loss: 0.0311209 | val_loss: 0.0311582 | Time: 1370.74 ms
[2021-12-04 14:21:32 main:574] : INFO : Epoch 2032 | loss: 0.0311223 | val_loss: 0.0311452 | Time: 1405.03 ms
[2021-12-04 14:21:34 main:574] : INFO : Epoch 2033 | loss: 0.0311194 | val_loss: 0.03115 | Time: 1392.73 ms
[2021-12-04 14:21:35 main:574] : INFO : Epoch 2034 | loss: 0.0311214 | val_loss: 0.0311483 | Time: 1367.87 ms
[2021-12-04 14:21:36 main:574] : INFO : Epoch 2035 | loss: 0.031121 | val_loss: 0.0311468 | Time: 1365.96 ms
[2021-12-04 14:21:38 main:574] : INFO : Epoch 2036 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 1408.11 ms
[2021-12-04 14:21:39 main:574] : INFO : Epoch 2037 | loss: 0.0311326 | val_loss: 0.0311467 | Time: 1377.6 ms
[2021-12-04 14:21:41 main:574] : INFO : Epoch 2038 | loss: 0.0311256 | val_loss: 0.0311541 | Time: 1362.92 ms
[2021-12-04 14:21:42 main:574] : INFO : Epoch 2039 | loss: 0.0311275 | val_loss: 0.0311536 | Time: 1360.71 ms
[2021-12-04 14:21:43 main:574] : INFO : Epoch 2040 | loss: 0.0311233 | val_loss: 0.0311473 | Time: 1362.53 ms
[2021-12-04 14:21:45 main:574] : INFO : Epoch 2041 | loss: 0.0311203 | val_loss: 0.0311506 | Time: 1383.31 ms
[2021-12-04 14:21:46 main:574] : INFO : Epoch 2042 | loss: 0.0311195 | val_loss: 0.031147 | Time: 1367.05 ms
[2021-12-04 14:21:47 main:574] : INFO : Epoch 2043 | loss: 0.0311172 | val_loss: 0.031155 | Time: 1366.85 ms
[2021-12-04 14:21:49 main:574] : INFO : Epoch 2044 | loss: 0.0311194 | val_loss: 0.0311496 | Time: 1343.68 ms
[2021-12-04 14:21:50 main:574] : INFO : Epoch 2045 | loss: 0.0311207 | val_loss: 0.0311499 | Time: 1380.18 ms
[2021-12-04 14:21:52 main:574] : INFO : Epoch 2046 | loss: 0.031118 | val_loss: 0.0311505 | Time: 1338.27 ms
[2021-12-04 14:21:53 main:574] : INFO : Epoch 2047 | loss: 0.0311202 | val_loss: 0.0311497 | Time: 1363.15 ms
[2021-12-04 14:21:54 main:574] : INFO : Epoch 2048 | loss: 0.0311214 | val_loss: 0.03115 | Time: 1381.85 ms
[2021-12-04 14:21:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03115
[2021-12-04 14:21:54 main:603] : INFO : Saving end state to config to file
[2021-12-04 14:21:54 main:608] : INFO : Success, exiting..
14:21:54 (29052): 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)