Task 5118587
| Name | ParityModified-1617250812-18721-2_0 |
| Workunit | 3074305 |
| Created | 29 Apr 2021, 9:13:05 UTC |
| Sent | 4 May 2021, 22:53:00 UTC |
| Report deadline | 11 May 2021, 22:53:00 UTC |
| Received | 5 May 2021, 0:43:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 48 min 33 sec |
| CPU time | 46 min 30 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>
main:574] : INFO : Epoch 1542 | loss: 0.031145 | val_loss: 0.031168 | Time: 1392.25 ms
[2021-05-04 19:31:16 main:574] : INFO : Epoch 1543 | loss: 0.0311498 | val_loss: 0.0311662 | Time: 1385.82 ms
[2021-05-04 19:31:18 main:574] : INFO : Epoch 1544 | loss: 0.0311468 | val_loss: 0.0311697 | Time: 1393.49 ms
[2021-05-04 19:31:19 main:574] : INFO : Epoch 1545 | loss: 0.0311469 | val_loss: 0.0311688 | Time: 1386.68 ms
[2021-05-04 19:31:21 main:574] : INFO : Epoch 1546 | loss: 0.0311485 | val_loss: 0.0311641 | Time: 1399.18 ms
[2021-05-04 19:31:22 main:574] : INFO : Epoch 1547 | loss: 0.0311454 | val_loss: 0.0311632 | Time: 1387.93 ms
[2021-05-04 19:31:23 main:574] : INFO : Epoch 1548 | loss: 0.0311461 | val_loss: 0.0311611 | Time: 1385.77 ms
[2021-05-04 19:31:25 main:574] : INFO : Epoch 1549 | loss: 0.0311451 | val_loss: 0.0311627 | Time: 1391.34 ms
[2021-05-04 19:31:26 main:574] : INFO : Epoch 1550 | loss: 0.0311476 | val_loss: 0.0311644 | Time: 1384.6 ms
[2021-05-04 19:31:28 main:574] : INFO : Epoch 1551 | loss: 0.0311458 | val_loss: 0.0311607 | Time: 1386.54 ms
[2021-05-04 19:31:29 main:574] : INFO : Epoch 1552 | loss: 0.0311438 | val_loss: 0.0311615 | Time: 1381.62 ms
[2021-05-04 19:31:31 main:574] : INFO : Epoch 1553 | loss: 0.031143 | val_loss: 0.0311622 | Time: 1395.56 ms
[2021-05-04 19:31:32 main:574] : INFO : Epoch 1554 | loss: 0.0311442 | val_loss: 0.0311634 | Time: 1389.52 ms
[2021-05-04 19:31:33 main:574] : INFO : Epoch 1555 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 1408.6 ms
[2021-05-04 19:31:35 main:574] : INFO : Epoch 1556 | loss: 0.0311429 | val_loss: 0.0311634 | Time: 1392.8 ms
[2021-05-04 19:31:36 main:574] : INFO : Epoch 1557 | loss: 0.0311421 | val_loss: 0.0311646 | Time: 1385.13 ms
[2021-05-04 19:31:38 main:574] : INFO : Epoch 1558 | loss: 0.0311445 | val_loss: 0.0311641 | Time: 1392.51 ms
[2021-05-04 19:31:39 main:574] : INFO : Epoch 1559 | loss: 0.0311437 | val_loss: 0.0311688 | Time: 1385.64 ms
[2021-05-04 19:31:40 main:574] : INFO : Epoch 1560 | loss: 0.0311466 | val_loss: 0.0311696 | Time: 1388.41 ms
[2021-05-04 19:31:42 main:574] : INFO : Epoch 1561 | loss: 0.0311521 | val_loss: 0.0311673 | Time: 1390.83 ms
[2021-05-04 19:31:43 main:574] : INFO : Epoch 1562 | loss: 0.0311449 | val_loss: 0.0311693 | Time: 1386.15 ms
[2021-05-04 19:31:45 main:574] : INFO : Epoch 1563 | loss: 0.0311434 | val_loss: 0.0311663 | Time: 1394.73 ms
[2021-05-04 19:31:46 main:574] : INFO : Epoch 1564 | loss: 0.0311428 | val_loss: 0.0311662 | Time: 1381.64 ms
[2021-05-04 19:31:48 main:574] : INFO : Epoch 1565 | loss: 0.0311417 | val_loss: 0.0311636 | Time: 1392.45 ms
[2021-05-04 19:31:49 main:574] : INFO : Epoch 1566 | loss: 0.0311406 | val_loss: 0.0311648 | Time: 1387.07 ms
[2021-05-04 19:31:50 main:574] : INFO : Epoch 1567 | loss: 0.0311405 | val_loss: 0.0311627 | Time: 1392.8 ms
[2021-05-04 19:31:52 main:574] : INFO : Epoch 1568 | loss: 0.0311431 | val_loss: 0.031163 | Time: 1389.06 ms
[2021-05-04 19:31:53 main:574] : INFO : Epoch 1569 | loss: 0.031143 | val_loss: 0.0311618 | Time: 1383.66 ms
[2021-05-04 19:31:55 main:574] : INFO : Epoch 1570 | loss: 0.0311415 | val_loss: 0.0311616 | Time: 1396.85 ms
[2021-05-04 19:31:56 main:574] : INFO : Epoch 1571 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 1383.93 ms
[2021-05-04 19:31:57 main:574] : INFO : Epoch 1572 | loss: 0.0311429 | val_loss: 0.0311625 | Time: 1395.45 ms
[2021-05-04 19:31:59 main:574] : INFO : Epoch 1573 | loss: 0.0311429 | val_loss: 0.031162 | Time: 1384.09 ms
[2021-05-04 19:32:00 main:574] : INFO : Epoch 1574 | loss: 0.0311404 | val_loss: 0.0311656 | Time: 1381.84 ms
[2021-05-04 19:32:02 main:574] : INFO : Epoch 1575 | loss: 0.0311399 | val_loss: 0.0311618 | Time: 1389.7 ms
[2021-05-04 19:32:03 main:574] : INFO : Epoch 1576 | loss: 0.0311409 | val_loss: 0.0311621 | Time: 1378.02 ms
[2021-05-04 19:32:04 main:574] : INFO : Epoch 1577 | loss: 0.0311408 | val_loss: 0.031165 | Time: 1393.65 ms
[2021-05-04 19:32:06 main:574] : INFO : Epoch 1578 | loss: 0.0311395 | val_loss: 0.0311663 | Time: 1384.93 ms
[2021-05-04 19:32:07 main:574] : INFO : Epoch 1579 | loss: 0.0311457 | val_loss: 0.0311625 | Time: 1391.42 ms
[2021-05-04 19:32:09 main:574] : INFO : Epoch 1580 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 1399.26 ms
[2021-05-04 19:32:10 main:574] : INFO : Epoch 1581 | loss: 0.031141 | val_loss: 0.0311647 | Time: 1383.34 ms
[2021-05-04 19:32:12 main:574] : INFO : Epoch 1582 | loss: 0.0311403 | val_loss: 0.0311639 | Time: 1390.79 ms
[2021-05-04 19:32:13 main:574] : INFO : Epoch 1583 | loss: 0.0311404 | val_loss: 0.0311708 | Time: 1381.37 ms
[2021-05-04 19:32:14 main:574] : INFO : Epoch 1584 | loss: 0.0311404 | val_loss: 0.0311656 | Time: 1387.85 ms
[2021-05-04 19:32:16 main:574] : INFO : Epoch 1585 | loss: 0.0311425 | val_loss: 0.0311697 | Time: 1386.87 ms
[2021-05-04 19:32:17 main:574] : INFO : Epoch 1586 | loss: 0.0311427 | val_loss: 0.0311638 | Time: 1388.33 ms
[2021-05-04 19:32:19 main:574] : INFO : Epoch 1587 | loss: 0.0311401 | val_loss: 0.0311694 | Time: 1394.99 ms
[2021-05-04 19:32:20 main:574] : INFO : Epoch 1588 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 1383.02 ms
[2021-05-04 19:32:21 main:574] : INFO : Epoch 1589 | loss: 0.0311368 | val_loss: 0.0311636 | Time: 1395.98 ms
[2021-05-04 19:32:23 main:574] : INFO : Epoch 1590 | loss: 0.0311376 | val_loss: 0.0311762 | Time: 1381.07 ms
[2021-05-04 19:32:24 main:574] : INFO : Epoch 1591 | loss: 0.0311386 | val_loss: 0.0311659 | Time: 1400.57 ms
[2021-05-04 19:32:26 main:574] : INFO : Epoch 1592 | loss: 0.0311381 | val_loss: 0.0311661 | Time: 1387.07 ms
[2021-05-04 19:32:27 main:574] : INFO : Epoch 1593 | loss: 0.0311358 | val_loss: 0.031164 | Time: 1388.19 ms
[2021-05-04 19:32:28 main:574] : INFO : Epoch 1594 | loss: 0.0311371 | val_loss: 0.0311647 | Time: 1392.41 ms
[2021-05-04 19:32:30 main:574] : INFO : Epoch 1595 | loss: 0.031136 | val_loss: 0.0311678 | Time: 1381.06 ms
[2021-05-04 19:32:31 main:574] : INFO : Epoch 1596 | loss: 0.0311356 | val_loss: 0.0311666 | Time: 1390.49 ms
[2021-05-04 19:32:33 main:574] : INFO : Epoch 1597 | loss: 0.0311373 | val_loss: 0.0311644 | Time: 1380.51 ms
[2021-05-04 19:32:34 main:574] : INFO : Epoch 1598 | loss: 0.0311361 | val_loss: 0.0311649 | Time: 1387.34 ms
[2021-05-04 19:32:35 main:574] : INFO : Epoch 1599 | loss: 0.0311348 | val_loss: 0.0311681 | Time: 1389.39 ms
[2021-05-04 19:32:37 main:574] : INFO : Epoch 1600 | loss: 0.0311347 | val_loss: 0.0311662 | Time: 1385.03 ms
[2021-05-04 19:32:38 main:574] : INFO : Epoch 1601 | loss: 0.0311345 | val_loss: 0.0311657 | Time: 1415.06 ms
[2021-05-04 19:32:40 main:574] : INFO : Epoch 1602 | loss: 0.0311341 | val_loss: 0.0311683 | Time: 1401.51 ms
[2021-05-04 19:32:41 main:574] : INFO : Epoch 1603 | loss: 0.0311344 | val_loss: 0.0311672 | Time: 1403.01 ms
[2021-05-04 19:32:43 main:574] : INFO : Epoch 1604 | loss: 0.0311348 | val_loss: 0.0311678 | Time: 1403.96 ms
[2021-05-04 19:32:44 main:574] : INFO : Epoch 1605 | loss: 0.0311323 | val_loss: 0.0311677 | Time: 1392.55 ms
[2021-05-04 19:32:45 main:574] : INFO : Epoch 1606 | loss: 0.0311322 | val_loss: 0.0311652 | Time: 1395.45 ms
[2021-05-04 19:32:47 main:574] : INFO : Epoch 1607 | loss: 0.0311319 | val_loss: 0.0311644 | Time: 1387.39 ms
[2021-05-04 19:32:48 main:574] : INFO : Epoch 1608 | loss: 0.0311317 | val_loss: 0.0311714 | Time: 1385.79 ms
[2021-05-04 19:32:50 main:574] : INFO : Epoch 1609 | loss: 0.0311331 | val_loss: 0.0311661 | Time: 1387.37 ms
[2021-05-04 19:32:51 main:574] : INFO : Epoch 1610 | loss: 0.0311338 | val_loss: 0.0311663 | Time: 1390.5 ms
[2021-05-04 19:32:52 main:574] : INFO : Epoch 1611 | loss: 0.0311347 | val_loss: 0.0311645 | Time: 1389.29 ms
[2021-05-04 19:32:54 main:574] : INFO : Epoch 1612 | loss: 0.0311356 | val_loss: 0.0311676 | Time: 1385.54 ms
[2021-05-04 19:32:55 main:574] : INFO : Epoch 1613 | loss: 0.0311395 | val_loss: 0.0311641 | Time: 1398.8 ms
[2021-05-04 19:32:57 main:574] : INFO : Epoch 1614 | loss: 0.0311387 | val_loss: 0.0311635 | Time: 1391.8 ms
[2021-05-04 19:32:58 main:574] : INFO : Epoch 1615 | loss: 0.0311394 | val_loss: 0.0311613 | Time: 1395.24 ms
[2021-05-04 19:33:00 main:574] : INFO : Epoch 1616 | loss: 0.0311403 | val_loss: 0.0311668 | Time: 1381.55 ms
[2021-05-04 19:33:01 main:574] : INFO : Epoch 1617 | loss: 0.0311408 | val_loss: 0.0311753 | Time: 1396.14 ms
[2021-05-04 19:33:02 main:574] : INFO : Epoch 1618 | loss: 0.0311401 | val_loss: 0.0311635 | Time: 1404.35 ms
[2021-05-04 19:33:04 main:574] : INFO : Epoch 1619 | loss: 0.0311391 | val_loss: 0.0311657 | Time: 1391.92 ms
[2021-05-04 19:33:05 main:574] : INFO : Epoch 1620 | loss: 0.0311352 | val_loss: 0.0311668 | Time: 1396.4 ms
[2021-05-04 19:33:07 main:574] : INFO : Epoch 1621 | loss: 0.031136 | val_loss: 0.0311686 | Time: 1382.76 ms
[2021-05-04 19:33:08 main:574] : INFO : Epoch 1622 | loss: 0.0311358 | val_loss: 0.0311658 | Time: 1397.41 ms
[2021-05-04 19:33:09 main:574] : INFO : Epoch 1623 | loss: 0.0311388 | val_loss: 0.0311632 | Time: 1386.97 ms
[2021-05-04 19:33:11 main:574] : INFO : Epoch 1624 | loss: 0.03114 | val_loss: 0.0311611 | Time: 1389.71 ms
[2021-05-04 19:33:12 main:574] : INFO : Epoch 1625 | loss: 0.031136 | val_loss: 0.0311626 | Time: 1386.9 ms
[2021-05-04 19:33:14 main:574] : INFO : Epoch 1626 | loss: 0.0311382 | val_loss: 0.0311633 | Time: 1388.19 ms
[2021-05-04 19:33:15 main:574] : INFO : Epoch 1627 | loss: 0.0311358 | val_loss: 0.0311659 | Time: 1385.84 ms
[2021-05-04 19:33:17 main:574] : INFO : Epoch 1628 | loss: 0.0311334 | val_loss: 0.0311691 | Time: 1387.42 ms
[2021-05-04 19:33:18 main:574] : INFO : Epoch 1629 | loss: 0.0311338 | val_loss: 0.0311662 | Time: 1395.66 ms
[2021-05-04 19:33:19 main:574] : INFO : Epoch 1630 | loss: 0.0311333 | val_loss: 0.031165 | Time: 1392.82 ms
[2021-05-04 19:33:21 main:574] : INFO : Epoch 1631 | loss: 0.0311356 | val_loss: 0.0311678 | Time: 1393.82 ms
[2021-05-04 19:33:22 main:574] : INFO : Epoch 1632 | loss: 0.0311347 | val_loss: 0.0311614 | Time: 1396.04 ms
[2021-05-04 19:33:24 main:574] : INFO : Epoch 1633 | loss: 0.0311325 | val_loss: 0.0311682 | Time: 1386.65 ms
[2021-05-04 19:33:25 main:574] : INFO : Epoch 1634 | loss: 0.031135 | val_loss: 0.0311687 | Time: 1396.11 ms
[2021-05-04 19:33:26 main:574] : INFO : Epoch 1635 | loss: 0.0311408 | val_loss: 0.0311668 | Time: 1386.8 ms
[2021-05-04 19:33:28 main:574] : INFO : Epoch 1636 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 1389.28 ms
[2021-05-04 19:33:29 main:574] : INFO : Epoch 1637 | loss: 0.0311397 | val_loss: 0.0311657 | Time: 1439.99 ms
[2021-05-04 19:33:31 main:574] : INFO : Epoch 1638 | loss: 0.0311393 | val_loss: 0.0311608 | Time: 1391.39 ms
[2021-05-04 19:33:32 main:574] : INFO : Epoch 1639 | loss: 0.0311377 | val_loss: 0.0311633 | Time: 1401.27 ms
[2021-05-04 19:33:33 main:574] : INFO : Epoch 1640 | loss: 0.0311393 | val_loss: 0.0311657 | Time: 1383.75 ms
[2021-05-04 19:33:35 main:574] : INFO : Epoch 1641 | loss: 0.031136 | val_loss: 0.0311591 | Time: 1396.39 ms
[2021-05-04 19:33:36 main:574] : INFO : Epoch 1642 | loss: 0.0311356 | val_loss: 0.0311624 | Time: 1386.95 ms
[2021-05-04 19:33:38 main:574] : INFO : Epoch 1643 | loss: 0.031136 | val_loss: 0.0311636 | Time: 1414.14 ms
[2021-05-04 19:33:39 main:574] : INFO : Epoch 1644 | loss: 0.0311371 | val_loss: 0.0311648 | Time: 1392.04 ms
[2021-05-04 19:33:41 main:574] : INFO : Epoch 1645 | loss: 0.031139 | val_loss: 0.0311632 | Time: 1394.01 ms
[2021-05-04 19:33:42 main:574] : INFO : Epoch 1646 | loss: 0.0311389 | val_loss: 0.0311626 | Time: 1393.81 ms
[2021-05-04 19:33:43 main:574] : INFO : Epoch 1647 | loss: 0.031138 | val_loss: 0.0311575 | Time: 1387.96 ms
[2021-05-04 19:33:45 main:574] : INFO : Epoch 1648 | loss: 0.0311348 | val_loss: 0.0311624 | Time: 1402.01 ms
[2021-05-04 19:33:46 main:574] : INFO : Epoch 1649 | loss: 0.0311338 | val_loss: 0.0311613 | Time: 1390.84 ms
[2021-05-04 19:33:48 main:574] : INFO : Epoch 1650 | loss: 0.0311358 | val_loss: 0.0311631 | Time: 1388.97 ms
[2021-05-04 19:33:49 main:574] : INFO : Epoch 1651 | loss: 0.0311333 | val_loss: 0.0311673 | Time: 1387.91 ms
[2021-05-04 19:33:51 main:574] : INFO : Epoch 1652 | loss: 0.0311342 | val_loss: 0.0311688 | Time: 1408.4 ms
[2021-05-04 19:33:52 main:574] : INFO : Epoch 1653 | loss: 0.031136 | val_loss: 0.0311632 | Time: 1393.71 ms
[2021-05-04 19:33:53 main:574] : INFO : Epoch 1654 | loss: 0.0311335 | val_loss: 0.0311646 | Time: 1380.56 ms
[2021-05-04 19:33:55 main:574] : INFO : Epoch 1655 | loss: 0.0311342 | val_loss: 0.0311654 | Time: 1392.54 ms
[2021-05-04 19:33:56 main:574] : INFO : Epoch 1656 | loss: 0.0311328 | val_loss: 0.0311683 | Time: 1390.62 ms
[2021-05-04 19:33:58 main:574] : INFO : Epoch 1657 | loss: 0.0311335 | val_loss: 0.0311671 | Time: 1382.94 ms
[2021-05-04 19:33:59 main:574] : INFO : Epoch 1658 | loss: 0.0311354 | val_loss: 0.0311627 | Time: 1386.84 ms
[2021-05-04 19:34:00 main:574] : INFO : Epoch 1659 | loss: 0.0311324 | val_loss: 0.0311668 | Time: 1381.27 ms
[2021-05-04 19:34:02 main:574] : INFO : Epoch 1660 | loss: 0.0311315 | val_loss: 0.0311645 | Time: 1389.73 ms
[2021-05-04 19:34:03 main:574] : INFO : Epoch 1661 | loss: 0.0311298 | val_loss: 0.0311673 | Time: 1383.18 ms
[2021-05-04 19:34:05 main:574] : INFO : Epoch 1662 | loss: 0.0311305 | val_loss: 0.0311658 | Time: 1392.29 ms
[2021-05-04 19:34:06 main:574] : INFO : Epoch 1663 | loss: 0.0311306 | val_loss: 0.0311638 | Time: 1387.26 ms
[2021-05-04 19:34:07 main:574] : INFO : Epoch 1664 | loss: 0.0311289 | val_loss: 0.0311656 | Time: 1383.9 ms
[2021-05-04 19:34:09 main:574] : INFO : Epoch 1665 | loss: 0.0311277 | val_loss: 0.0311676 | Time: 1399.38 ms
[2021-05-04 19:34:10 main:574] : INFO : Epoch 1666 | loss: 0.0311284 | val_loss: 0.031166 | Time: 1383.09 ms
[2021-05-04 19:34:12 main:574] : INFO : Epoch 1667 | loss: 0.0311317 | val_loss: 0.0311638 | Time: 1390.11 ms
[2021-05-04 19:34:13 main:574] : INFO : Epoch 1668 | loss: 0.0311357 | val_loss: 0.0311648 | Time: 1387.56 ms
[2021-05-04 19:34:14 main:574] : INFO : Epoch 1669 | loss: 0.0311357 | val_loss: 0.0311621 | Time: 1389.05 ms
[2021-05-04 19:34:16 main:574] : INFO : Epoch 1670 | loss: 0.0311315 | val_loss: 0.0311597 | Time: 1386.93 ms
[2021-05-04 19:34:17 main:574] : INFO : Epoch 1671 | loss: 0.031131 | val_loss: 0.0311647 | Time: 1379.52 ms
[2021-05-04 19:34:19 main:574] : INFO : Epoch 1672 | loss: 0.0311296 | val_loss: 0.0311636 | Time: 1392.49 ms
[2021-05-04 19:34:20 main:574] : INFO : Epoch 1673 | loss: 0.0311412 | val_loss: 0.0311663 | Time: 1388.97 ms
[2021-05-04 19:34:22 main:574] : INFO : Epoch 1674 | loss: 0.0311403 | val_loss: 0.031164 | Time: 1394.65 ms
[2021-05-04 19:34:23 main:574] : INFO : Epoch 1675 | loss: 0.0311372 | val_loss: 0.0311655 | Time: 1391.08 ms
[2021-05-04 19:34:24 main:574] : INFO : Epoch 1676 | loss: 0.0311375 | val_loss: 0.0311714 | Time: 1383.52 ms
[2021-05-04 19:34:26 main:574] : INFO : Epoch 1677 | loss: 0.0311366 | val_loss: 0.0311663 | Time: 1389.87 ms
[2021-05-04 19:34:27 main:574] : INFO : Epoch 1678 | loss: 0.0311366 | val_loss: 0.0311705 | Time: 1387.4 ms
[2021-05-04 19:34:29 main:574] : INFO : Epoch 1679 | loss: 0.0311342 | val_loss: 0.031164 | Time: 1393.31 ms
[2021-05-04 19:34:30 main:574] : INFO : Epoch 1680 | loss: 0.0311335 | val_loss: 0.0311637 | Time: 1380.97 ms
[2021-05-04 19:34:31 main:574] : INFO : Epoch 1681 | loss: 0.0311332 | val_loss: 0.0311655 | Time: 1387.8 ms
[2021-05-04 19:34:33 main:574] : INFO : Epoch 1682 | loss: 0.0311323 | val_loss: 0.0311646 | Time: 1394.94 ms
[2021-05-04 19:34:34 main:574] : INFO : Epoch 1683 | loss: 0.0311318 | val_loss: 0.0311667 | Time: 1391.27 ms
[2021-05-04 19:34:36 main:574] : INFO : Epoch 1684 | loss: 0.0311321 | val_loss: 0.0311651 | Time: 1386.34 ms
[2021-05-04 19:34:37 main:574] : INFO : Epoch 1685 | loss: 0.0311319 | val_loss: 0.0311709 | Time: 1385.29 ms
[2021-05-04 19:34:39 main:574] : INFO : Epoch 1686 | loss: 0.0311302 | val_loss: 0.0311666 | Time: 1393.85 ms
[2021-05-04 19:34:40 main:574] : INFO : Epoch 1687 | loss: 0.0311303 | val_loss: 0.0311644 | Time: 1388.93 ms
[2021-05-04 19:34:41 main:574] : INFO : Epoch 1688 | loss: 0.0311302 | val_loss: 0.0311637 | Time: 1388.36 ms
[2021-05-04 19:34:43 main:574] : INFO : Epoch 1689 | loss: 0.0311311 | val_loss: 0.0311649 | Time: 1392.39 ms
[2021-05-04 19:34:44 main:574] : INFO : Epoch 1690 | loss: 0.0311293 | val_loss: 0.0311681 | Time: 1425.98 ms
[2021-05-04 19:34:46 main:574] : INFO : Epoch 1691 | loss: 0.031129 | val_loss: 0.0311704 | Time: 1395.14 ms
[2021-05-04 19:34:47 main:574] : INFO : Epoch 1692 | loss: 0.0311309 | val_loss: 0.0311653 | Time: 1386.14 ms
[2021-05-04 19:34:48 main:574] : INFO : Epoch 1693 | loss: 0.0311279 | val_loss: 0.0311679 | Time: 1397.71 ms
[2021-05-04 19:34:50 main:574] : INFO : Epoch 1694 | loss: 0.0311301 | val_loss: 0.0311675 | Time: 1384.47 ms
[2021-05-04 19:34:51 main:574] : INFO : Epoch 1695 | loss: 0.0311287 | val_loss: 0.0311639 | Time: 1397.14 ms
[2021-05-04 19:34:53 main:574] : INFO : Epoch 1696 | loss: 0.0311257 | val_loss: 0.0311638 | Time: 1388.35 ms
[2021-05-04 19:34:54 main:574] : INFO : Epoch 1697 | loss: 0.0311255 | val_loss: 0.0311682 | Time: 1386.15 ms
[2021-05-04 19:34:56 main:574] : INFO : Epoch 1698 | loss: 0.0311258 | val_loss: 0.0311644 | Time: 1398.49 ms
[2021-05-04 19:34:57 main:574] : INFO : Epoch 1699 | loss: 0.0311315 | val_loss: 0.0311691 | Time: 1389.05 ms
[2021-05-04 19:34:58 main:574] : INFO : Epoch 1700 | loss: 0.0311393 | val_loss: 0.0311645 | Time: 1389.37 ms
[2021-05-04 19:35:00 main:574] : INFO : Epoch 1701 | loss: 0.0311326 | val_loss: 0.031162 | Time: 1388.11 ms
[2021-05-04 19:35:01 main:574] : INFO : Epoch 1702 | loss: 0.0311353 | val_loss: 0.0311631 | Time: 1389.48 ms
[2021-05-04 19:35:03 main:574] : INFO : Epoch 1703 | loss: 0.0311345 | val_loss: 0.0311646 | Time: 1391.62 ms
[2021-05-04 19:35:04 main:574] : INFO : Epoch 1704 | loss: 0.0311332 | val_loss: 0.031165 | Time: 1385.22 ms
[2021-05-04 19:35:05 main:574] : INFO : Epoch 1705 | loss: 0.0311337 | val_loss: 0.031172 | Time: 1396.04 ms
[2021-05-04 19:35:07 main:574] : INFO : Epoch 1706 | loss: 0.0311381 | val_loss: 0.0311655 | Time: 1388.22 ms
[2021-05-04 19:35:08 main:574] : INFO : Epoch 1707 | loss: 0.0311372 | val_loss: 0.031169 | Time: 1400.74 ms
[2021-05-04 19:35:10 main:574] : INFO : Epoch 1708 | loss: 0.0311449 | val_loss: 0.0311668 | Time: 1394.27 ms
[2021-05-04 19:35:11 main:574] : INFO : Epoch 1709 | loss: 0.0311474 | val_loss: 0.0311643 | Time: 1389.4 ms
[2021-05-04 19:35:12 main:574] : INFO : Epoch 1710 | loss: 0.0311421 | val_loss: 0.0311663 | Time: 1392.7 ms
[2021-05-04 19:35:14 main:574] : INFO : Epoch 1711 | loss: 0.0311432 | val_loss: 0.0311637 | Time: 1390.81 ms
[2021-05-04 19:35:15 main:574] : INFO : Epoch 1712 | loss: 0.031142 | val_loss: 0.0311608 | Time: 1392.48 ms
[2021-05-04 19:35:17 main:574] : INFO : Epoch 1713 | loss: 0.0311398 | val_loss: 0.031159 | Time: 1387.6 ms
[2021-05-04 19:35:18 main:574] : INFO : Epoch 1714 | loss: 0.0311375 | val_loss: 0.0311613 | Time: 1393.66 ms
[2021-05-04 19:35:20 main:574] : INFO : Epoch 1715 | loss: 0.0311406 | val_loss: 0.0311662 | Time: 1392.89 ms
[2021-05-04 19:35:21 main:574] : INFO : Epoch 1716 | loss: 0.0311395 | val_loss: 0.0311617 | Time: 1390.53 ms
[2021-05-04 19:35:22 main:574] : INFO : Epoch 1717 | loss: 0.0311395 | val_loss: 0.0311612 | Time: 1391.82 ms
[2021-05-04 19:35:24 main:574] : INFO : Epoch 1718 | loss: 0.0311376 | val_loss: 0.0311596 | Time: 1384.24 ms
[2021-05-04 19:35:25 main:574] : INFO : Epoch 1719 | loss: 0.0311359 | val_loss: 0.0311648 | Time: 1396.59 ms
[2021-05-04 19:35:27 main:574] : INFO : Epoch 1720 | loss: 0.031137 | val_loss: 0.0311652 | Time: 1392.38 ms
[2021-05-04 19:35:28 main:574] : INFO : Epoch 1721 | loss: 0.0311361 | val_loss: 0.0311645 | Time: 1393 ms
[2021-05-04 19:35:29 main:574] : INFO : Epoch 1722 | loss: 0.0311387 | val_loss: 0.0311661 | Time: 1395.54 ms
[2021-05-04 19:35:31 main:574] : INFO : Epoch 1723 | loss: 0.0311373 | val_loss: 0.031169 | Time: 1385.09 ms
[2021-05-04 19:35:32 main:574] : INFO : Epoch 1724 | loss: 0.0311381 | val_loss: 0.031169 | Time: 1397.87 ms
[2021-05-04 19:35:34 main:574] : INFO : Epoch 1725 | loss: 0.0311412 | val_loss: 0.0311641 | Time: 1387.79 ms
[2021-05-04 19:35:35 main:574] : INFO : Epoch 1726 | loss: 0.0311389 | val_loss: 0.0311658 | Time: 1387.97 ms
[2021-05-04 19:35:36 main:574] : INFO : Epoch 1727 | loss: 0.0311372 | val_loss: 0.0311612 | Time: 1394.28 ms
[2021-05-04 19:35:38 main:574] : INFO : Epoch 1728 | loss: 0.0311376 | val_loss: 0.0311599 | Time: 1388.33 ms
[2021-05-04 19:35:39 main:574] : INFO : Epoch 1729 | loss: 0.0311338 | val_loss: 0.0311652 | Time: 1395.93 ms
[2021-05-04 19:35:41 main:574] : INFO : Epoch 1730 | loss: 0.0311358 | val_loss: 0.0311615 | Time: 1393.14 ms
[2021-05-04 19:35:42 main:574] : INFO : Epoch 1731 | loss: 0.0311367 | val_loss: 0.0311601 | Time: 1394.7 ms
[2021-05-04 19:35:44 main:574] : INFO : Epoch 1732 | loss: 0.0311342 | val_loss: 0.0311621 | Time: 1382.73 ms
[2021-05-04 19:35:45 main:574] : INFO : Epoch 1733 | loss: 0.0311355 | val_loss: 0.0311615 | Time: 1395.2 ms
[2021-05-04 19:35:46 main:574] : INFO : Epoch 1734 | loss: 0.0311323 | val_loss: 0.0311625 | Time: 1389.62 ms
[2021-05-04 19:35:48 main:574] : INFO : Epoch 1735 | loss: 0.0311301 | val_loss: 0.0311644 | Time: 1389.12 ms
[2021-05-04 19:35:49 main:574] : INFO : Epoch 1736 | loss: 0.0311303 | val_loss: 0.0311632 | Time: 1390.12 ms
[2021-05-04 19:35:51 main:574] : INFO : Epoch 1737 | loss: 0.0311304 | val_loss: 0.0311692 | Time: 1380.46 ms
[2021-05-04 19:35:52 main:574] : INFO : Epoch 1738 | loss: 0.0311298 | val_loss: 0.0311675 | Time: 1392.31 ms
[2021-05-04 19:35:53 main:574] : INFO : Epoch 1739 | loss: 0.0311297 | val_loss: 0.0311637 | Time: 1393.4 ms
[2021-05-04 19:35:55 main:574] : INFO : Epoch 1740 | loss: 0.0311308 | val_loss: 0.0311646 | Time: 1389.22 ms
[2021-05-04 19:35:56 main:574] : INFO : Epoch 1741 | loss: 0.0311327 | val_loss: 0.031168 | Time: 1399.45 ms
[2021-05-04 19:35:58 main:574] : INFO : Epoch 1742 | loss: 0.0311318 | val_loss: 0.0311681 | Time: 1382.61 ms
[2021-05-04 19:35:59 main:574] : INFO : Epoch 1743 | loss: 0.0311343 | val_loss: 0.0311665 | Time: 1392.28 ms
[2021-05-04 19:36:01 main:574] : INFO : Epoch 1744 | loss: 0.0311303 | val_loss: 0.0311657 | Time: 1384.76 ms
[2021-05-04 19:36:02 main:574] : INFO : Epoch 1745 | loss: 0.0311312 | val_loss: 0.0311662 | Time: 1390 ms
[2021-05-04 19:36:03 main:574] : INFO : Epoch 1746 | loss: 0.0311292 | val_loss: 0.0311606 | Time: 1388.75 ms
[2021-05-04 19:36:05 main:574] : INFO : Epoch 1747 | loss: 0.0311272 | val_loss: 0.0311602 | Time: 1388.89 ms
[2021-05-04 19:36:06 main:574] : INFO : Epoch 1748 | loss: 0.0311282 | val_loss: 0.0311652 | Time: 1392.49 ms
[2021-05-04 19:36:08 main:574] : INFO : Epoch 1749 | loss: 0.0311274 | val_loss: 0.0311656 | Time: 1404.73 ms
[2021-05-04 19:36:09 main:574] : INFO : Epoch 1750 | loss: 0.0311265 | val_loss: 0.0311642 | Time: 1397.58 ms
[2021-05-04 19:36:10 main:574] : INFO : Epoch 1751 | loss: 0.0311256 | val_loss: 0.0311639 | Time: 1387.2 ms
[2021-05-04 19:36:12 main:574] : INFO : Epoch 1752 | loss: 0.0311241 | val_loss: 0.0311674 | Time: 1391.59 ms
[2021-05-04 19:36:13 main:574] : INFO : Epoch 1753 | loss: 0.0311254 | val_loss: 0.0311669 | Time: 1388.4 ms
[2021-05-04 19:36:15 main:574] : INFO : Epoch 1754 | loss: 0.0311295 | val_loss: 0.0311673 | Time: 1387.09 ms
[2021-05-04 19:36:16 main:574] : INFO : Epoch 1755 | loss: 0.0311284 | val_loss: 0.0311657 | Time: 1395.95 ms
[2021-05-04 19:36:18 main:574] : INFO : Epoch 1756 | loss: 0.0311273 | val_loss: 0.0311697 | Time: 1388.88 ms
[2021-05-04 19:36:19 main:574] : INFO : Epoch 1757 | loss: 0.0311375 | val_loss: 0.031167 | Time: 1390.57 ms
[2021-05-04 19:36:20 main:574] : INFO : Epoch 1758 | loss: 0.0311398 | val_loss: 0.0311684 | Time: 1393.17 ms
[2021-05-04 19:36:22 main:574] : INFO : Epoch 1759 | loss: 0.0311361 | val_loss: 0.0311688 | Time: 1386.94 ms
[2021-05-04 19:36:23 main:574] : INFO : Epoch 1760 | loss: 0.0311361 | val_loss: 0.0311642 | Time: 1391.53 ms
[2021-05-04 19:36:25 main:574] : INFO : Epoch 1761 | loss: 0.0311335 | val_loss: 0.0311673 | Time: 1387.09 ms
[2021-05-04 19:36:26 main:574] : INFO : Epoch 1762 | loss: 0.0311341 | val_loss: 0.0311734 | Time: 1396.58 ms
[2021-05-04 19:36:27 main:574] : INFO : Epoch 1763 | loss: 0.0311384 | val_loss: 0.0311692 | Time: 1385.82 ms
[2021-05-04 19:36:29 main:574] : INFO : Epoch 1764 | loss: 0.0311411 | val_loss: 0.0311756 | Time: 1395.48 ms
[2021-05-04 19:36:30 main:574] : INFO : Epoch 1765 | loss: 0.0311396 | val_loss: 0.0311658 | Time: 1388.31 ms
[2021-05-04 19:36:32 main:574] : INFO : Epoch 1766 | loss: 0.0311363 | val_loss: 0.0311734 | Time: 1389.75 ms
[2021-05-04 19:36:33 main:574] : INFO : Epoch 1767 | loss: 0.0311324 | val_loss: 0.0311657 | Time: 1392.82 ms
[2021-05-04 19:36:35 main:574] : INFO : Epoch 1768 | loss: 0.0311313 | val_loss: 0.0311684 | Time: 1387.81 ms
[2021-05-04 19:36:36 main:574] : INFO : Epoch 1769 | loss: 0.0311375 | val_loss: 0.0311716 | Time: 1394.05 ms
[2021-05-04 19:36:37 main:574] : INFO : Epoch 1770 | loss: 0.0311376 | val_loss: 0.0311698 | Time: 1384.65 ms
[2021-05-04 19:36:39 main:574] : INFO : Epoch 1771 | loss: 0.0311389 | val_loss: 0.031161 | Time: 1392.76 ms
[2021-05-04 19:36:40 main:574] : INFO : Epoch 1772 | loss: 0.0311329 | val_loss: 0.0311664 | Time: 1393.13 ms
[2021-05-04 19:36:42 main:574] : INFO : Epoch 1773 | loss: 0.0311327 | val_loss: 0.0311646 | Time: 1383.29 ms
[2021-05-04 19:36:43 main:574] : INFO : Epoch 1774 | loss: 0.031133 | val_loss: 0.0311655 | Time: 1392.89 ms
[2021-05-04 19:36:44 main:574] : INFO : Epoch 1775 | loss: 0.0311315 | val_loss: 0.0311642 | Time: 1388.86 ms
[2021-05-04 19:36:46 main:574] : INFO : Epoch 1776 | loss: 0.0311317 | val_loss: 0.0311598 | Time: 1394.61 ms
[2021-05-04 19:36:47 main:574] : INFO : Epoch 1777 | loss: 0.0311304 | val_loss: 0.0311598 | Time: 1392.53 ms
[2021-05-04 19:36:49 main:574] : INFO : Epoch 1778 | loss: 0.0311298 | val_loss: 0.0311589 | Time: 1395.91 ms
[2021-05-04 19:36:50 main:574] : INFO : Epoch 1779 | loss: 0.0311279 | val_loss: 0.0311644 | Time: 1394.46 ms
[2021-05-04 19:36:52 main:574] : INFO : Epoch 1780 | loss: 0.031128 | val_loss: 0.0311615 | Time: 1384.98 ms
[2021-05-04 19:36:53 main:574] : INFO : Epoch 1781 | loss: 0.031129 | val_loss: 0.0311615 | Time: 1391.86 ms
[2021-05-04 19:36:54 main:574] : INFO : Epoch 1782 | loss: 0.031132 | val_loss: 0.0311646 | Time: 1384.63 ms
[2021-05-04 19:36:56 main:574] : INFO : Epoch 1783 | loss: 0.0311301 | val_loss: 0.0311607 | Time: 1394.21 ms
[2021-05-04 19:36:57 main:574] : INFO : Epoch 1784 | loss: 0.0311289 | val_loss: 0.0311621 | Time: 1389.35 ms
[2021-05-04 19:36:59 main:574] : INFO : Epoch 1785 | loss: 0.0311312 | val_loss: 0.0311575 | Time: 1392.65 ms
[2021-05-04 19:37:00 main:574] : INFO : Epoch 1786 | loss: 0.0311303 | val_loss: 0.031161 | Time: 1390.22 ms
[2021-05-04 19:37:01 main:574] : INFO : Epoch 1787 | loss: 0.0311286 | val_loss: 0.0311661 | Time: 1387.18 ms
[2021-05-04 19:37:03 main:574] : INFO : Epoch 1788 | loss: 0.0311289 | val_loss: 0.0311627 | Time: 1395.05 ms
[2021-05-04 19:37:04 main:574] : INFO : Epoch 1789 | loss: 0.0311266 | val_loss: 0.0311652 | Time: 1385.58 ms
[2021-05-04 19:37:06 main:574] : INFO : Epoch 1790 | loss: 0.0311256 | val_loss: 0.0311644 | Time: 1396.06 ms
[2021-05-04 19:37:07 main:574] : INFO : Epoch 1791 | loss: 0.0311249 | val_loss: 0.0311611 | Time: 1398.7 ms
[2021-05-04 19:37:09 main:574] : INFO : Epoch 1792 | loss: 0.0311239 | val_loss: 0.0311639 | Time: 1417.98 ms
[2021-05-04 19:37:10 main:574] : INFO : Epoch 1793 | loss: 0.0311236 | val_loss: 0.0311666 | Time: 1397.31 ms
[2021-05-04 19:37:11 main:574] : INFO : Epoch 1794 | loss: 0.0311298 | val_loss: 0.0311626 | Time: 1386 ms
[2021-05-04 19:37:13 main:574] : INFO : Epoch 1795 | loss: 0.0311325 | val_loss: 0.0311643 | Time: 1391.93 ms
[2021-05-04 19:37:14 main:574] : INFO : Epoch 1796 | loss: 0.03113 | val_loss: 0.0311668 | Time: 1386.7 ms
[2021-05-04 19:37:16 main:574] : INFO : Epoch 1797 | loss: 0.0311277 | val_loss: 0.0311641 | Time: 1390.49 ms
[2021-05-04 19:37:17 main:574] : INFO : Epoch 1798 | loss: 0.0311306 | val_loss: 0.031164 | Time: 1387.33 ms
[2021-05-04 19:37:18 main:574] : INFO : Epoch 1799 | loss: 0.03113 | val_loss: 0.0311637 | Time: 1381.03 ms
[2021-05-04 19:37:20 main:574] : INFO : Epoch 1800 | loss: 0.0311298 | val_loss: 0.0311594 | Time: 1388.86 ms
[2021-05-04 19:37:21 main:574] : INFO : Epoch 1801 | loss: 0.0311299 | val_loss: 0.031165 | Time: 1386.65 ms
[2021-05-04 19:37:23 main:574] : INFO : Epoch 1802 | loss: 0.0311295 | val_loss: 0.0311617 | Time: 1391 ms
[2021-05-04 19:37:24 main:574] : INFO : Epoch 1803 | loss: 0.031127 | val_loss: 0.0311646 | Time: 1389.52 ms
[2021-05-04 19:37:25 main:574] : INFO : Epoch 1804 | loss: 0.031131 | val_loss: 0.0311609 | Time: 1385.16 ms
[2021-05-04 19:37:27 main:574] : INFO : Epoch 1805 | loss: 0.0311305 | val_loss: 0.0311631 | Time: 1394.54 ms
[2021-05-04 19:37:28 main:574] : INFO : Epoch 1806 | loss: 0.0311291 | val_loss: 0.0311603 | Time: 1384.24 ms
[2021-05-04 19:37:30 main:574] : INFO : Epoch 1807 | loss: 0.0311299 | val_loss: 0.0311593 | Time: 1394.41 ms
[2021-05-04 19:37:31 main:574] : INFO : Epoch 1808 | loss: 0.031138 | val_loss: 0.0311585 | Time: 1385.06 ms
[2021-05-04 19:37:33 main:574] : INFO : Epoch 1809 | loss: 0.031136 | val_loss: 0.0311644 | Time: 1398.82 ms
[2021-05-04 19:37:34 main:574] : INFO : Epoch 1810 | loss: 0.0311331 | val_loss: 0.0311662 | Time: 1391.51 ms
[2021-05-04 19:37:35 main:574] : INFO : Epoch 1811 | loss: 0.0311352 | val_loss: 0.0311677 | Time: 1389.16 ms
[2021-05-04 19:37:37 main:574] : INFO : Epoch 1812 | loss: 0.031139 | val_loss: 0.0311669 | Time: 1389.22 ms
[2021-05-04 19:37:38 main:574] : INFO : Epoch 1813 | loss: 0.0311356 | val_loss: 0.0311588 | Time: 1383.48 ms
[2021-05-04 19:37:40 main:574] : INFO : Epoch 1814 | loss: 0.0311309 | val_loss: 0.0311618 | Time: 1398.7 ms
[2021-05-04 19:37:41 main:574] : INFO : Epoch 1815 | loss: 0.0311288 | val_loss: 0.0311628 | Time: 1386.65 ms
[2021-05-04 19:37:42 main:574] : INFO : Epoch 1816 | loss: 0.0311285 | val_loss: 0.0311628 | Time: 1394.31 ms
[2021-05-04 19:37:44 main:574] : INFO : Epoch 1817 | loss: 0.0311293 | val_loss: 0.0311597 | Time: 1391.12 ms
[2021-05-04 19:37:45 main:574] : INFO : Epoch 1818 | loss: 0.0311355 | val_loss: 0.0311599 | Time: 1388.5 ms
[2021-05-04 19:37:47 main:574] : INFO : Epoch 1819 | loss: 0.0311325 | val_loss: 0.0311642 | Time: 1394.16 ms
[2021-05-04 19:37:48 main:574] : INFO : Epoch 1820 | loss: 0.0311301 | val_loss: 0.0311614 | Time: 1381.81 ms
[2021-05-04 19:37:49 main:574] : INFO : Epoch 1821 | loss: 0.0311282 | val_loss: 0.0311593 | Time: 1393.05 ms
[2021-05-04 19:37:51 main:574] : INFO : Epoch 1822 | loss: 0.031125 | val_loss: 0.03116 | Time: 1388.05 ms
[2021-05-04 19:37:52 main:574] : INFO : Epoch 1823 | loss: 0.0311248 | val_loss: 0.0311641 | Time: 1392.27 ms
[2021-05-04 19:37:54 main:574] : INFO : Epoch 1824 | loss: 0.0311245 | val_loss: 0.0311665 | Time: 1392.62 ms
[2021-05-04 19:37:55 main:574] : INFO : Epoch 1825 | loss: 0.0311294 | val_loss: 0.0311645 | Time: 1388.62 ms
[2021-05-04 19:37:56 main:574] : INFO : Epoch 1826 | loss: 0.0311309 | val_loss: 0.0311636 | Time: 1400.35 ms
[2021-05-04 19:37:58 main:574] : INFO : Epoch 1827 | loss: 0.0311285 | val_loss: 0.0311582 | Time: 1384.24 ms
[2021-05-04 19:37:59 main:574] : INFO : Epoch 1828 | loss: 0.031126 | val_loss: 0.0311597 | Time: 1406.73 ms
[2021-05-04 19:38:01 main:574] : INFO : Epoch 1829 | loss: 0.0311253 | val_loss: 0.0311575 | Time: 1394.12 ms
[2021-05-04 19:38:02 main:574] : INFO : Epoch 1830 | loss: 0.0311246 | val_loss: 0.0311605 | Time: 1392.63 ms
[2021-05-04 19:38:04 main:574] : INFO : Epoch 1831 | loss: 0.0311226 | val_loss: 0.0311614 | Time: 1392.04 ms
[2021-05-04 19:38:05 main:574] : INFO : Epoch 1832 | loss: 0.0311214 | val_loss: 0.0311674 | Time: 1381.26 ms
[2021-05-04 19:38:06 main:574] : INFO : Epoch 1833 | loss: 0.0311239 | val_loss: 0.0311566 | Time: 1399.62 ms
[2021-05-04 19:38:08 main:574] : INFO : Epoch 1834 | loss: 0.031124 | val_loss: 0.0311583 | Time: 1386.78 ms
[2021-05-04 19:38:09 main:574] : INFO : Epoch 1835 | loss: 0.0311231 | val_loss: 0.0311595 | Time: 1392.32 ms
[2021-05-04 19:38:11 main:574] : INFO : Epoch 1836 | loss: 0.0311217 | val_loss: 0.0311622 | Time: 1390.48 ms
[2021-05-04 19:38:12 main:574] : INFO : Epoch 1837 | loss: 0.0311205 | val_loss: 0.0311607 | Time: 1391.53 ms
[2021-05-04 19:38:13 main:574] : INFO : Epoch 1838 | loss: 0.0311208 | val_loss: 0.0311589 | Time: 1394.28 ms
[2021-05-04 19:38:15 main:574] : INFO : Epoch 1839 | loss: 0.0311215 | val_loss: 0.0311619 | Time: 1380.99 ms
[2021-05-04 19:38:16 main:574] : INFO : Epoch 1840 | loss: 0.0311221 | val_loss: 0.0311655 | Time: 1395.3 ms
[2021-05-04 19:38:18 main:574] : INFO : Epoch 1841 | loss: 0.03112 | val_loss: 0.031156 | Time: 1391.54 ms
[2021-05-04 19:38:19 main:574] : INFO : Epoch 1842 | loss: 0.0311191 | val_loss: 0.0311621 | Time: 1391.04 ms
[2021-05-04 19:38:21 main:574] : INFO : Epoch 1843 | loss: 0.0311177 | val_loss: 0.0311637 | Time: 1395.91 ms
[2021-05-04 19:38:22 main:574] : INFO : Epoch 1844 | loss: 0.0311187 | val_loss: 0.0311593 | Time: 1385.99 ms
[2021-05-04 19:38:23 main:574] : INFO : Epoch 1845 | loss: 0.0311236 | val_loss: 0.0311591 | Time: 1393.64 ms
[2021-05-04 19:38:25 main:574] : INFO : Epoch 1846 | loss: 0.0311259 | val_loss: 0.0311669 | Time: 1388.21 ms
[2021-05-04 19:38:26 main:574] : INFO : Epoch 1847 | loss: 0.0311257 | val_loss: 0.0311607 | Time: 1389.9 ms
[2021-05-04 19:38:28 main:574] : INFO : Epoch 1848 | loss: 0.0311262 | val_loss: 0.0311591 | Time: 1397.33 ms
[2021-05-04 19:38:29 main:574] : INFO : Epoch 1849 | loss: 0.0311292 | val_loss: 0.0311561 | Time: 1524.88 ms
[2021-05-04 19:38:31 main:574] : INFO : Epoch 1850 | loss: 0.0311299 | val_loss: 0.0311533 | Time: 1398.98 ms
[2021-05-04 19:38:32 main:574] : INFO : Epoch 1851 | loss: 0.0311275 | val_loss: 0.0311592 | Time: 1433.66 ms
[2021-05-04 19:38:34 main:574] : INFO : Epoch 1852 | loss: 0.0311262 | val_loss: 0.0311634 | Time: 1505.85 ms
[2021-05-04 19:38:35 main:574] : INFO : Epoch 1853 | loss: 0.0311266 | val_loss: 0.0311603 | Time: 1384.76 ms
[2021-05-04 19:38:36 main:574] : INFO : Epoch 1854 | loss: 0.0311253 | val_loss: 0.0311585 | Time: 1484.94 ms
[2021-05-04 19:38:38 main:574] : INFO : Epoch 1855 | loss: 0.0311351 | val_loss: 0.031157 | Time: 1396.81 ms
[2021-05-04 19:38:39 main:574] : INFO : Epoch 1856 | loss: 0.0311339 | val_loss: 0.0311573 | Time: 1411.85 ms
[2021-05-04 19:38:41 main:574] : INFO : Epoch 1857 | loss: 0.0311282 | val_loss: 0.0311585 | Time: 1389.76 ms
[2021-05-04 19:38:42 main:574] : INFO : Epoch 1858 | loss: 0.0311285 | val_loss: 0.031157 | Time: 1389.28 ms
[2021-05-04 19:38:44 main:574] : INFO : Epoch 1859 | loss: 0.0311261 | val_loss: 0.0311619 | Time: 1392.82 ms
[2021-05-04 19:38:45 main:574] : INFO : Epoch 1860 | loss: 0.0311281 | val_loss: 0.0311615 | Time: 1390.79 ms
[2021-05-04 19:38:46 main:574] : INFO : Epoch 1861 | loss: 0.0311271 | val_loss: 0.0311663 | Time: 1389.94 ms
[2021-05-04 19:38:48 main:574] : INFO : Epoch 1862 | loss: 0.031126 | val_loss: 0.0311642 | Time: 1388.79 ms
[2021-05-04 19:38:49 main:574] : INFO : Epoch 1863 | loss: 0.0311236 | val_loss: 0.0311634 | Time: 1387 ms
[2021-05-04 19:38:51 main:574] : INFO : Epoch 1864 | loss: 0.0311269 | val_loss: 0.0311645 | Time: 1393.52 ms
[2021-05-04 19:38:52 main:574] : INFO : Epoch 1865 | loss: 0.0311309 | val_loss: 0.0311624 | Time: 1383.45 ms
[2021-05-04 19:38:53 main:574] : INFO : Epoch 1866 | loss: 0.0311287 | val_loss: 0.0311622 | Time: 1390.91 ms
[2021-05-04 19:38:55 main:574] : INFO : Epoch 1867 | loss: 0.0311275 | val_loss: 0.0311655 | Time: 1385.37 ms
[2021-05-04 19:38:56 main:574] : INFO : Epoch 1868 | loss: 0.0311255 | val_loss: 0.0311656 | Time: 1397.53 ms
[2021-05-04 19:38:58 main:574] : INFO : Epoch 1869 | loss: 0.0311286 | val_loss: 0.0311603 | Time: 1390.41 ms
[2021-05-04 19:38:59 main:574] : INFO : Epoch 1870 | loss: 0.0311278 | val_loss: 0.0311598 | Time: 1389.2 ms
[2021-05-04 19:39:00 main:574] : INFO : Epoch 1871 | loss: 0.0311286 | val_loss: 0.0311599 | Time: 1394.85 ms
[2021-05-04 19:39:02 main:574] : INFO : Epoch 1872 | loss: 0.0311291 | val_loss: 0.0311612 | Time: 1382.97 ms
[2021-05-04 19:39:03 main:574] : INFO : Epoch 1873 | loss: 0.0311289 | val_loss: 0.0311649 | Time: 1398.9 ms
[2021-05-04 19:39:05 main:574] : INFO : Epoch 1874 | loss: 0.0311245 | val_loss: 0.0311602 | Time: 1388.85 ms
[2021-05-04 19:39:06 main:574] : INFO : Epoch 1875 | loss: 0.031125 | val_loss: 0.0311662 | Time: 1383.51 ms
[2021-05-04 19:39:07 main:574] : INFO : Epoch 1876 | loss: 0.031131 | val_loss: 0.0311685 | Time: 1386.78 ms
[2021-05-04 19:39:09 main:574] : INFO : Epoch 1877 | loss: 0.0311314 | val_loss: 0.031163 | Time: 1391.74 ms
[2021-05-04 19:39:10 main:574] : INFO : Epoch 1878 | loss: 0.031127 | val_loss: 0.031164 | Time: 1396.29 ms
[2021-05-04 19:39:12 main:574] : INFO : Epoch 1879 | loss: 0.0311246 | val_loss: 0.0311623 | Time: 1385.5 ms
[2021-05-04 19:39:13 main:574] : INFO : Epoch 1880 | loss: 0.0311243 | val_loss: 0.0311678 | Time: 1392.58 ms
[2021-05-04 19:39:15 main:574] : INFO : Epoch 1881 | loss: 0.0311231 | val_loss: 0.0311615 | Time: 1393.38 ms
[2021-05-04 19:39:16 main:574] : INFO : Epoch 1882 | loss: 0.0311242 | val_loss: 0.031164 | Time: 1391.21 ms
[2021-05-04 19:39:17 main:574] : INFO : Epoch 1883 | loss: 0.0311256 | val_loss: 0.0311612 | Time: 1393.6 ms
[2021-05-04 19:39:19 main:574] : INFO : Epoch 1884 | loss: 0.0311261 | val_loss: 0.0311604 | Time: 1385.58 ms
[2021-05-04 19:39:20 main:574] : INFO : Epoch 1885 | loss: 0.0311265 | val_loss: 0.0311612 | Time: 1397.56 ms
[2021-05-04 19:39:22 main:574] : INFO : Epoch 1886 | loss: 0.0311243 | val_loss: 0.0311662 | Time: 1389.54 ms
[2021-05-04 19:39:23 main:574] : INFO : Epoch 1887 | loss: 0.031123 | val_loss: 0.0311623 | Time: 1389.5 ms
[2021-05-04 19:39:24 main:574] : INFO : Epoch 1888 | loss: 0.0311233 | val_loss: 0.0311642 | Time: 1392.19 ms
[2021-05-04 19:39:26 main:574] : INFO : Epoch 1889 | loss: 0.0311277 | val_loss: 0.0311619 | Time: 1390.86 ms
[2021-05-04 19:39:27 main:574] : INFO : Epoch 1890 | loss: 0.0311262 | val_loss: 0.0311627 | Time: 1393.18 ms
[2021-05-04 19:39:29 main:574] : INFO : Epoch 1891 | loss: 0.0311242 | val_loss: 0.0311608 | Time: 1387.08 ms
[2021-05-04 19:39:30 main:574] : INFO : Epoch 1892 | loss: 0.0311246 | val_loss: 0.0311578 | Time: 1392.36 ms
[2021-05-04 19:39:31 main:574] : INFO : Epoch 1893 | loss: 0.0311235 | val_loss: 0.0311612 | Time: 1387.84 ms
[2021-05-04 19:39:33 main:574] : INFO : Epoch 1894 | loss: 0.0311235 | val_loss: 0.0311648 | Time: 1395.51 ms
[2021-05-04 19:39:34 main:574] : INFO : Epoch 1895 | loss: 0.0311243 | val_loss: 0.0311658 | Time: 1391.85 ms
[2021-05-04 19:39:36 main:574] : INFO : Epoch 1896 | loss: 0.0311228 | val_loss: 0.0311605 | Time: 1391.08 ms
[2021-05-04 19:39:37 main:574] : INFO : Epoch 1897 | loss: 0.0311231 | val_loss: 0.0311585 | Time: 1397.8 ms
[2021-05-04 19:39:38 main:574] : INFO : Epoch 1898 | loss: 0.0311226 | val_loss: 0.0311614 | Time: 1385.34 ms
[2021-05-04 19:39:40 main:574] : INFO : Epoch 1899 | loss: 0.0311272 | val_loss: 0.0311542 | Time: 1394.58 ms
[2021-05-04 19:39:41 main:574] : INFO : Epoch 1900 | loss: 0.031128 | val_loss: 0.0311615 | Time: 1389.19 ms
[2021-05-04 19:39:43 main:574] : INFO : Epoch 1901 | loss: 0.0311286 | val_loss: 0.0311679 | Time: 1390.14 ms
[2021-05-04 19:39:44 main:574] : INFO : Epoch 1902 | loss: 0.0311324 | val_loss: 0.0311639 | Time: 1399.83 ms
[2021-05-04 19:39:45 main:574] : INFO : Epoch 1903 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 1382.9 ms
[2021-05-04 19:39:47 main:574] : INFO : Epoch 1904 | loss: 0.0311311 | val_loss: 0.0311602 | Time: 1390.92 ms
[2021-05-04 19:39:48 main:574] : INFO : Epoch 1905 | loss: 0.0311306 | val_loss: 0.0311613 | Time: 1392.27 ms
[2021-05-04 19:39:50 main:574] : INFO : Epoch 1906 | loss: 0.0311346 | val_loss: 0.0311594 | Time: 1393.3 ms
[2021-05-04 19:39:51 main:574] : INFO : Epoch 1907 | loss: 0.0311305 | val_loss: 0.03116 | Time: 1389.41 ms
[2021-05-04 19:39:53 main:574] : INFO : Epoch 1908 | loss: 0.0311284 | val_loss: 0.0311626 | Time: 1392.75 ms
[2021-05-04 19:39:54 main:574] : INFO : Epoch 1909 | loss: 0.0311259 | val_loss: 0.0311607 | Time: 1394.84 ms
[2021-05-04 19:39:55 main:574] : INFO : Epoch 1910 | loss: 0.0311241 | val_loss: 0.0311627 | Time: 1384.73 ms
[2021-05-04 19:39:57 main:574] : INFO : Epoch 1911 | loss: 0.0311246 | val_loss: 0.0311565 | Time: 1394.87 ms
[2021-05-04 19:39:58 main:574] : INFO : Epoch 1912 | loss: 0.031123 | val_loss: 0.0311653 | Time: 1389.16 ms
[2021-05-04 19:40:00 main:574] : INFO : Epoch 1913 | loss: 0.0311269 | val_loss: 0.0311612 | Time: 1392.82 ms
[2021-05-04 19:40:01 main:574] : INFO : Epoch 1914 | loss: 0.0311242 | val_loss: 0.0311606 | Time: 1395.45 ms
[2021-05-04 19:40:02 main:574] : INFO : Epoch 1915 | loss: 0.0311243 | val_loss: 0.0311633 | Time: 1389.26 ms
[2021-05-04 19:40:04 main:574] : INFO : Epoch 1916 | loss: 0.0311272 | val_loss: 0.0311567 | Time: 1392.23 ms
[2021-05-04 19:40:05 main:574] : INFO : Epoch 1917 | loss: 0.0311209 | val_loss: 0.03116 | Time: 1387.07 ms
[2021-05-04 19:40:07 main:574] : INFO : Epoch 1918 | loss: 0.0311197 | val_loss: 0.0311633 | Time: 1393.43 ms
[2021-05-04 19:40:08 main:574] : INFO : Epoch 1919 | loss: 0.0311215 | val_loss: 0.0311608 | Time: 1387.42 ms
[2021-05-04 19:40:10 main:574] : INFO : Epoch 1920 | loss: 0.031121 | val_loss: 0.0311629 | Time: 1384.89 ms
[2021-05-04 19:40:11 main:574] : INFO : Epoch 1921 | loss: 0.0311202 | val_loss: 0.0311634 | Time: 1392.37 ms
[2021-05-04 19:40:12 main:574] : INFO : Epoch 1922 | loss: 0.0311237 | val_loss: 0.0311622 | Time: 1385.46 ms
[2021-05-04 19:40:14 main:574] : INFO : Epoch 1923 | loss: 0.0311245 | val_loss: 0.031163 | Time: 1391.84 ms
[2021-05-04 19:40:15 main:574] : INFO : Epoch 1924 | loss: 0.0311256 | val_loss: 0.0311616 | Time: 1383.48 ms
[2021-05-04 19:40:17 main:574] : INFO : Epoch 1925 | loss: 0.0311233 | val_loss: 0.0311648 | Time: 1391.21 ms
[2021-05-04 19:40:18 main:574] : INFO : Epoch 1926 | loss: 0.0311226 | val_loss: 0.0311651 | Time: 1391.48 ms
[2021-05-04 19:40:19 main:574] : INFO : Epoch 1927 | loss: 0.0311207 | val_loss: 0.0311615 | Time: 1385.14 ms
[2021-05-04 19:40:21 main:574] : INFO : Epoch 1928 | loss: 0.0311205 | val_loss: 0.0311625 | Time: 1396.93 ms
[2021-05-04 19:40:22 main:574] : INFO : Epoch 1929 | loss: 0.0311208 | val_loss: 0.0311648 | Time: 1385.4 ms
[2021-05-04 19:40:24 main:574] : INFO : Epoch 1930 | loss: 0.0311215 | val_loss: 0.0311625 | Time: 1394.63 ms
[2021-05-04 19:40:25 main:574] : INFO : Epoch 1931 | loss: 0.0311239 | val_loss: 0.0311591 | Time: 1385.41 ms
[2021-05-04 19:40:26 main:574] : INFO : Epoch 1932 | loss: 0.0311234 | val_loss: 0.0311687 | Time: 1390.21 ms
[2021-05-04 19:40:28 main:574] : INFO : Epoch 1933 | loss: 0.0311235 | val_loss: 0.0311627 | Time: 1388.58 ms
[2021-05-04 19:40:29 main:574] : INFO : Epoch 1934 | loss: 0.0311229 | val_loss: 0.0311586 | Time: 1387.23 ms
[2021-05-04 19:40:31 main:574] : INFO : Epoch 1935 | loss: 0.0311282 | val_loss: 0.0311608 | Time: 1386.4 ms
[2021-05-04 19:40:32 main:574] : INFO : Epoch 1936 | loss: 0.0311259 | val_loss: 0.0311633 | Time: 1388.44 ms
[2021-05-04 19:40:34 main:574] : INFO : Epoch 1937 | loss: 0.0311239 | val_loss: 0.0311618 | Time: 1389.26 ms
[2021-05-04 19:40:35 main:574] : INFO : Epoch 1938 | loss: 0.0311208 | val_loss: 0.0311654 | Time: 1391.18 ms
[2021-05-04 19:40:36 main:574] : INFO : Epoch 1939 | loss: 0.0311228 | val_loss: 0.0311658 | Time: 1389.64 ms
[2021-05-04 19:40:38 main:574] : INFO : Epoch 1940 | loss: 0.031124 | val_loss: 0.0311584 | Time: 1397.82 ms
[2021-05-04 19:40:39 main:574] : INFO : Epoch 1941 | loss: 0.0311215 | val_loss: 0.0311592 | Time: 1386.13 ms
[2021-05-04 19:40:41 main:574] : INFO : Epoch 1942 | loss: 0.0311202 | val_loss: 0.0311618 | Time: 1390.03 ms
[2021-05-04 19:40:42 main:574] : INFO : Epoch 1943 | loss: 0.031119 | val_loss: 0.0311629 | Time: 1388.41 ms
[2021-05-04 19:40:43 main:574] : INFO : Epoch 1944 | loss: 0.0311223 | val_loss: 0.0311638 | Time: 1390.68 ms
[2021-05-04 19:40:45 main:574] : INFO : Epoch 1945 | loss: 0.0311209 | val_loss: 0.031158 | Time: 1391.78 ms
[2021-05-04 19:40:46 main:574] : INFO : Epoch 1946 | loss: 0.0311202 | val_loss: 0.03116 | Time: 1386.84 ms
[2021-05-04 19:40:48 main:574] : INFO : Epoch 1947 | loss: 0.0311188 | val_loss: 0.0311613 | Time: 1390.45 ms
[2021-05-04 19:40:49 main:574] : INFO : Epoch 1948 | loss: 0.0311232 | val_loss: 0.031161 | Time: 1381.7 ms
[2021-05-04 19:40:50 main:574] : INFO : Epoch 1949 | loss: 0.031121 | val_loss: 0.0311648 | Time: 1393.78 ms
[2021-05-04 19:40:52 main:574] : INFO : Epoch 1950 | loss: 0.0311214 | val_loss: 0.0311643 | Time: 1385.88 ms
[2021-05-04 19:40:53 main:574] : INFO : Epoch 1951 | loss: 0.0311201 | val_loss: 0.031159 | Time: 1388.32 ms
[2021-05-04 19:40:55 main:574] : INFO : Epoch 1952 | loss: 0.031129 | val_loss: 0.0311585 | Time: 1391.59 ms
[2021-05-04 19:40:56 main:574] : INFO : Epoch 1953 | loss: 0.0311333 | val_loss: 0.0311591 | Time: 1388.87 ms
[2021-05-04 19:40:58 main:574] : INFO : Epoch 1954 | loss: 0.0311295 | val_loss: 0.0311558 | Time: 1394 ms
[2021-05-04 19:40:59 main:574] : INFO : Epoch 1955 | loss: 0.0311283 | val_loss: 0.03116 | Time: 1386.11 ms
[2021-05-04 19:41:00 main:574] : INFO : Epoch 1956 | loss: 0.0311385 | val_loss: 0.03117 | Time: 1390.29 ms
[2021-05-04 19:41:02 main:574] : INFO : Epoch 1957 | loss: 0.0311479 | val_loss: 0.0311581 | Time: 1390.01 ms
[2021-05-04 19:41:03 main:574] : INFO : Epoch 1958 | loss: 0.031145 | val_loss: 0.031155 | Time: 1387.04 ms
[2021-05-04 19:41:05 main:574] : INFO : Epoch 1959 | loss: 0.0311436 | val_loss: 0.0311591 | Time: 1386.2 ms
[2021-05-04 19:41:06 main:574] : INFO : Epoch 1960 | loss: 0.0311435 | val_loss: 0.0311633 | Time: 1385.58 ms
[2021-05-04 19:41:07 main:574] : INFO : Epoch 1961 | loss: 0.0311385 | val_loss: 0.0311611 | Time: 1393.61 ms
[2021-05-04 19:41:09 main:574] : INFO : Epoch 1962 | loss: 0.0311365 | val_loss: 0.0311567 | Time: 1406.51 ms
[2021-05-04 19:41:10 main:574] : INFO : Epoch 1963 | loss: 0.0311362 | val_loss: 0.0311563 | Time: 1391.9 ms
[2021-05-04 19:41:12 main:574] : INFO : Epoch 1964 | loss: 0.0311353 | val_loss: 0.0311589 | Time: 1387.39 ms
[2021-05-04 19:41:13 main:574] : INFO : Epoch 1965 | loss: 0.0311326 | val_loss: 0.0311556 | Time: 1388.28 ms
[2021-05-04 19:41:14 main:574] : INFO : Epoch 1966 | loss: 0.0311312 | val_loss: 0.0311567 | Time: 1391.72 ms
[2021-05-04 19:41:16 main:574] : INFO : Epoch 1967 | loss: 0.0311306 | val_loss: 0.031159 | Time: 1382.59 ms
[2021-05-04 19:41:17 main:574] : INFO : Epoch 1968 | loss: 0.0311402 | val_loss: 0.0311653 | Time: 1388.9 ms
[2021-05-04 19:41:19 main:574] : INFO : Epoch 1969 | loss: 0.0311387 | val_loss: 0.0311602 | Time: 1387.89 ms
[2021-05-04 19:41:20 main:574] : INFO : Epoch 1970 | loss: 0.031134 | val_loss: 0.0311579 | Time: 1392.27 ms
[2021-05-04 19:41:22 main:574] : INFO : Epoch 1971 | loss: 0.0311323 | val_loss: 0.0311564 | Time: 1391.97 ms
[2021-05-04 19:41:23 main:574] : INFO : Epoch 1972 | loss: 0.0311298 | val_loss: 0.0311598 | Time: 1381.08 ms
[2021-05-04 19:41:24 main:574] : INFO : Epoch 1973 | loss: 0.0311293 | val_loss: 0.0311637 | Time: 1395.95 ms
[2021-05-04 19:41:26 main:574] : INFO : Epoch 1974 | loss: 0.0311289 | val_loss: 0.0311583 | Time: 1382.07 ms
[2021-05-04 19:41:27 main:574] : INFO : Epoch 1975 | loss: 0.0311288 | val_loss: 0.0311573 | Time: 1389.98 ms
[2021-05-04 19:41:29 main:574] : INFO : Epoch 1976 | loss: 0.031127 | val_loss: 0.0311604 | Time: 1385.39 ms
[2021-05-04 19:41:30 main:574] : INFO : Epoch 1977 | loss: 0.0311283 | val_loss: 0.0311593 | Time: 1384.38 ms
[2021-05-04 19:41:31 main:574] : INFO : Epoch 1978 | loss: 0.0311274 | val_loss: 0.0311581 | Time: 1383.21 ms
[2021-05-04 19:41:33 main:574] : INFO : Epoch 1979 | loss: 0.0311271 | val_loss: 0.0311588 | Time: 1383.17 ms
[2021-05-04 19:41:34 main:574] : INFO : Epoch 1980 | loss: 0.0311265 | val_loss: 0.0311566 | Time: 1393.32 ms
[2021-05-04 19:41:36 main:574] : INFO : Epoch 1981 | loss: 0.0311259 | val_loss: 0.0311615 | Time: 1385.02 ms
[2021-05-04 19:41:37 main:574] : INFO : Epoch 1982 | loss: 0.0311256 | val_loss: 0.0311606 | Time: 1392.06 ms
[2021-05-04 19:41:38 main:574] : INFO : Epoch 1983 | loss: 0.0311264 | val_loss: 0.0311624 | Time: 1389.61 ms
[2021-05-04 19:41:40 main:574] : INFO : Epoch 1984 | loss: 0.0311256 | val_loss: 0.031163 | Time: 1390.81 ms
[2021-05-04 19:41:41 main:574] : INFO : Epoch 1985 | loss: 0.0311268 | val_loss: 0.0311599 | Time: 1394.83 ms
[2021-05-04 19:41:43 main:574] : INFO : Epoch 1986 | loss: 0.0311257 | val_loss: 0.0311613 | Time: 1401.18 ms
[2021-05-04 19:41:44 main:574] : INFO : Epoch 1987 | loss: 0.0311259 | val_loss: 0.0311594 | Time: 1399.69 ms
[2021-05-04 19:41:46 main:574] : INFO : Epoch 1988 | loss: 0.0311247 | val_loss: 0.0311637 | Time: 1380.99 ms
[2021-05-04 19:41:47 main:574] : INFO : Epoch 1989 | loss: 0.0311263 | val_loss: 0.031158 | Time: 1389.51 ms
[2021-05-04 19:41:48 main:574] : INFO : Epoch 1990 | loss: 0.0311293 | val_loss: 0.0311616 | Time: 1392.94 ms
[2021-05-04 19:41:50 main:574] : INFO : Epoch 1991 | loss: 0.0311284 | val_loss: 0.031157 | Time: 1381.78 ms
[2021-05-04 19:41:51 main:574] : INFO : Epoch 1992 | loss: 0.031128 | val_loss: 0.0311568 | Time: 1391.29 ms
[2021-05-04 19:41:53 main:574] : INFO : Epoch 1993 | loss: 0.0311264 | val_loss: 0.0311596 | Time: 1386.28 ms
[2021-05-04 19:41:54 main:574] : INFO : Epoch 1994 | loss: 0.0311249 | val_loss: 0.0311544 | Time: 1395.66 ms
[2021-05-04 19:41:55 main:574] : INFO : Epoch 1995 | loss: 0.0311255 | val_loss: 0.0311569 | Time: 1390.34 ms
[2021-05-04 19:41:57 main:574] : INFO : Epoch 1996 | loss: 0.0311221 | val_loss: 0.0311606 | Time: 1392.74 ms
[2021-05-04 19:41:58 main:574] : INFO : Epoch 1997 | loss: 0.0311207 | val_loss: 0.0311584 | Time: 1398.62 ms
[2021-05-04 19:42:00 main:574] : INFO : Epoch 1998 | loss: 0.0311199 | val_loss: 0.0311581 | Time: 1388.31 ms
[2021-05-04 19:42:01 main:574] : INFO : Epoch 1999 | loss: 0.03112 | val_loss: 0.0311585 | Time: 1393.55 ms
[2021-05-04 19:42:02 main:574] : INFO : Epoch 2000 | loss: 0.0311189 | val_loss: 0.031155 | Time: 1387.77 ms
[2021-05-04 19:42:04 main:574] : INFO : Epoch 2001 | loss: 0.0311182 | val_loss: 0.0311585 | Time: 1399.29 ms
[2021-05-04 19:42:05 main:574] : INFO : Epoch 2002 | loss: 0.0311183 | val_loss: 0.0311589 | Time: 1392.05 ms
[2021-05-04 19:42:07 main:574] : INFO : Epoch 2003 | loss: 0.0311201 | val_loss: 0.0311589 | Time: 1386.32 ms
[2021-05-04 19:42:08 main:574] : INFO : Epoch 2004 | loss: 0.0311223 | val_loss: 0.0311651 | Time: 1400.3 ms
[2021-05-04 19:42:10 main:574] : INFO : Epoch 2005 | loss: 0.031124 | val_loss: 0.031163 | Time: 1385.18 ms
[2021-05-04 19:42:11 main:574] : INFO : Epoch 2006 | loss: 0.0311258 | val_loss: 0.0311618 | Time: 1392.81 ms
[2021-05-04 19:42:12 main:574] : INFO : Epoch 2007 | loss: 0.0311365 | val_loss: 0.0311627 | Time: 1385.28 ms
[2021-05-04 19:42:14 main:574] : INFO : Epoch 2008 | loss: 0.031133 | val_loss: 0.031164 | Time: 1390.67 ms
[2021-05-04 19:42:15 main:574] : INFO : Epoch 2009 | loss: 0.0311228 | val_loss: 0.031157 | Time: 1390.56 ms
[2021-05-04 19:42:17 main:574] : INFO : Epoch 2010 | loss: 0.0311202 | val_loss: 0.0311585 | Time: 1384.31 ms
[2021-05-04 19:42:18 main:574] : INFO : Epoch 2011 | loss: 0.0311191 | val_loss: 0.0311573 | Time: 1391.11 ms
[2021-05-04 19:42:19 main:574] : INFO : Epoch 2012 | loss: 0.0311204 | val_loss: 0.0311577 | Time: 1390.61 ms
[2021-05-04 19:42:21 main:574] : INFO : Epoch 2013 | loss: 0.0311198 | val_loss: 0.0311572 | Time: 1396.38 ms
[2021-05-04 19:42:22 main:574] : INFO : Epoch 2014 | loss: 0.0311195 | val_loss: 0.0311619 | Time: 1386.25 ms
[2021-05-04 19:42:24 main:574] : INFO : Epoch 2015 | loss: 0.0311199 | val_loss: 0.03116 | Time: 1391.41 ms
[2021-05-04 19:42:25 main:574] : INFO : Epoch 2016 | loss: 0.0311196 | val_loss: 0.0311635 | Time: 1389.93 ms
[2021-05-04 19:42:26 main:574] : INFO : Epoch 2017 | loss: 0.0311197 | val_loss: 0.0311663 | Time: 1396.15 ms
[2021-05-04 19:42:28 main:574] : INFO : Epoch 2018 | loss: 0.0311158 | val_loss: 0.0311664 | Time: 1390.7 ms
[2021-05-04 19:42:29 main:574] : INFO : Epoch 2019 | loss: 0.0311157 | val_loss: 0.0311633 | Time: 1387.48 ms
[2021-05-04 19:42:31 main:574] : INFO : Epoch 2020 | loss: 0.0311147 | val_loss: 0.0311612 | Time: 1395.49 ms
[2021-05-04 19:42:32 main:574] : INFO : Epoch 2021 | loss: 0.0311138 | val_loss: 0.0311614 | Time: 1395.22 ms
[2021-05-04 19:42:34 main:574] : INFO : Epoch 2022 | loss: 0.0311171 | val_loss: 0.0311632 | Time: 1386.65 ms
[2021-05-04 19:42:35 main:574] : INFO : Epoch 2023 | loss: 0.0311203 | val_loss: 0.0311569 | Time: 1398.47 ms
[2021-05-04 19:42:36 main:574] : INFO : Epoch 2024 | loss: 0.031123 | val_loss: 0.0311567 | Time: 1386.94 ms
[2021-05-04 19:42:38 main:574] : INFO : Epoch 2025 | loss: 0.0311208 | val_loss: 0.0311589 | Time: 1393.59 ms
[2021-05-04 19:42:39 main:574] : INFO : Epoch 2026 | loss: 0.0311185 | val_loss: 0.0311585 | Time: 1390.49 ms
[2021-05-04 19:42:41 main:574] : INFO : Epoch 2027 | loss: 0.031118 | val_loss: 0.0311653 | Time: 1398.16 ms
[2021-05-04 19:42:42 main:574] : INFO : Epoch 2028 | loss: 0.0311174 | val_loss: 0.0311542 | Time: 1397.71 ms
[2021-05-04 19:42:43 main:574] : INFO : Epoch 2029 | loss: 0.0311172 | val_loss: 0.0311646 | Time: 1405.86 ms
[2021-05-04 19:42:45 main:574] : INFO : Epoch 2030 | loss: 0.0311163 | val_loss: 0.0311604 | Time: 1399.11 ms
[2021-05-04 19:42:46 main:574] : INFO : Epoch 2031 | loss: 0.0311146 | val_loss: 0.0311624 | Time: 1386.11 ms
[2021-05-04 19:42:48 main:574] : INFO : Epoch 2032 | loss: 0.0311143 | val_loss: 0.0311639 | Time: 1392.05 ms
[2021-05-04 19:42:49 main:574] : INFO : Epoch 2033 | loss: 0.0311148 | val_loss: 0.0311543 | Time: 1397.06 ms
[2021-05-04 19:42:51 main:574] : INFO : Epoch 2034 | loss: 0.0311126 | val_loss: 0.0311613 | Time: 1390.57 ms
[2021-05-04 19:42:52 main:574] : INFO : Epoch 2035 | loss: 0.0311157 | val_loss: 0.0311573 | Time: 1393.81 ms
[2021-05-04 19:42:53 main:574] : INFO : Epoch 2036 | loss: 0.0311168 | val_loss: 0.0311608 | Time: 1386.82 ms
[2021-05-04 19:42:55 main:574] : INFO : Epoch 2037 | loss: 0.0311194 | val_loss: 0.031162 | Time: 1397.77 ms
[2021-05-04 19:42:56 main:574] : INFO : Epoch 2038 | loss: 0.0311164 | val_loss: 0.0311597 | Time: 1388.66 ms
[2021-05-04 19:42:58 main:574] : INFO : Epoch 2039 | loss: 0.0311146 | val_loss: 0.0311581 | Time: 1400.49 ms
[2021-05-04 19:42:59 main:574] : INFO : Epoch 2040 | loss: 0.0311134 | val_loss: 0.0311589 | Time: 1390.63 ms
[2021-05-04 19:43:00 main:574] : INFO : Epoch 2041 | loss: 0.0311154 | val_loss: 0.0311645 | Time: 1392.46 ms
[2021-05-04 19:43:02 main:574] : INFO : Epoch 2042 | loss: 0.0311134 | val_loss: 0.0311556 | Time: 1392.66 ms
[2021-05-04 19:43:03 main:574] : INFO : Epoch 2043 | loss: 0.0311126 | val_loss: 0.0311601 | Time: 1385.29 ms
[2021-05-04 19:43:05 main:574] : INFO : Epoch 2044 | loss: 0.0311154 | val_loss: 0.0311586 | Time: 1393.13 ms
[2021-05-04 19:43:06 main:574] : INFO : Epoch 2045 | loss: 0.0311171 | val_loss: 0.0311717 | Time: 1389.13 ms
[2021-05-04 19:43:08 main:574] : INFO : Epoch 2046 | loss: 0.0311367 | val_loss: 0.0311683 | Time: 1396.65 ms
[2021-05-04 19:43:09 main:574] : INFO : Epoch 2047 | loss: 0.0311374 | val_loss: 0.0311622 | Time: 1395.32 ms
[2021-05-04 19:43:10 main:574] : INFO : Epoch 2048 | loss: 0.0311315 | val_loss: 0.0311647 | Time: 1394.29 ms
[2021-05-04 19:43:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311647
[2021-05-04 19:43:10 main:603] : INFO : Saving end state to config to file
[2021-05-04 19:43:10 main:608] : INFO : Success, exiting..
19:43:10 (304): 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)