Task 3528022
| Name | ParityModified-1609263759-2819-0_2 |
| Workunit | 1708726 |
| Created | 4 Jan 2021, 16:41:07 UTC |
| Sent | 4 Jan 2021, 17:38:14 UTC |
| Report deadline | 12 Jan 2021, 17:38:14 UTC |
| Received | 5 Jan 2021, 6:05:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4949 |
| Run time | 47 min 46 sec |
| CPU time | 45 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,278.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312339 | val_loss: 0.0312374 | Time: 1338.54 ms
[2021-01-04 23:53:17 main:574] : INFO : Epoch 1543 | loss: 0.0312334 | val_loss: 0.0312369 | Time: 1377.22 ms
[2021-01-04 23:53:18 main:574] : INFO : Epoch 1544 | loss: 0.0312329 | val_loss: 0.0312358 | Time: 1366.6 ms
[2021-01-04 23:53:20 main:574] : INFO : Epoch 1545 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1381.29 ms
[2021-01-04 23:53:21 main:574] : INFO : Epoch 1546 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 1344.23 ms
[2021-01-04 23:53:22 main:574] : INFO : Epoch 1547 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1341.03 ms
[2021-01-04 23:53:24 main:574] : INFO : Epoch 1548 | loss: 0.0312339 | val_loss: 0.0312402 | Time: 1336.85 ms
[2021-01-04 23:53:25 main:574] : INFO : Epoch 1549 | loss: 0.0312358 | val_loss: 0.0312413 | Time: 1392.1 ms
[2021-01-04 23:53:27 main:574] : INFO : Epoch 1550 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 1329.5 ms
[2021-01-04 23:53:28 main:574] : INFO : Epoch 1551 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 1381.76 ms
[2021-01-04 23:53:29 main:574] : INFO : Epoch 1552 | loss: 0.0312336 | val_loss: 0.0312363 | Time: 1343.55 ms
[2021-01-04 23:53:31 main:574] : INFO : Epoch 1553 | loss: 0.0312331 | val_loss: 0.0312367 | Time: 1366.73 ms
[2021-01-04 23:53:32 main:574] : INFO : Epoch 1554 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 1345.44 ms
[2021-01-04 23:53:33 main:574] : INFO : Epoch 1555 | loss: 0.0312336 | val_loss: 0.0312401 | Time: 1351.14 ms
[2021-01-04 23:53:35 main:574] : INFO : Epoch 1556 | loss: 0.0312343 | val_loss: 0.0312374 | Time: 1375.91 ms
[2021-01-04 23:53:36 main:574] : INFO : Epoch 1557 | loss: 0.0312346 | val_loss: 0.031237 | Time: 1405.11 ms
[2021-01-04 23:53:38 main:574] : INFO : Epoch 1558 | loss: 0.031236 | val_loss: 0.0312365 | Time: 1381.21 ms
[2021-01-04 23:53:39 main:574] : INFO : Epoch 1559 | loss: 0.0312356 | val_loss: 0.0312385 | Time: 1336.8 ms
[2021-01-04 23:53:40 main:574] : INFO : Epoch 1560 | loss: 0.0312368 | val_loss: 0.0312362 | Time: 1358.2 ms
[2021-01-04 23:53:42 main:574] : INFO : Epoch 1561 | loss: 0.031235 | val_loss: 0.0312363 | Time: 1340.98 ms
[2021-01-04 23:53:43 main:574] : INFO : Epoch 1562 | loss: 0.031234 | val_loss: 0.0312377 | Time: 1357.57 ms
[2021-01-04 23:53:45 main:574] : INFO : Epoch 1563 | loss: 0.0312347 | val_loss: 0.0312358 | Time: 1336.07 ms
[2021-01-04 23:53:46 main:574] : INFO : Epoch 1564 | loss: 0.0312344 | val_loss: 0.0312391 | Time: 1338.69 ms
[2021-01-04 23:53:47 main:574] : INFO : Epoch 1565 | loss: 0.0312361 | val_loss: 0.0312385 | Time: 1362.52 ms
[2021-01-04 23:53:49 main:574] : INFO : Epoch 1566 | loss: 0.0312365 | val_loss: 0.0312389 | Time: 1339.71 ms
[2021-01-04 23:53:50 main:574] : INFO : Epoch 1567 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 1351.42 ms
[2021-01-04 23:53:51 main:574] : INFO : Epoch 1568 | loss: 0.0312368 | val_loss: 0.0312372 | Time: 1338.04 ms
[2021-01-04 23:53:53 main:574] : INFO : Epoch 1569 | loss: 0.0312341 | val_loss: 0.0312356 | Time: 1343.58 ms
[2021-01-04 23:53:54 main:574] : INFO : Epoch 1570 | loss: 0.0312339 | val_loss: 0.0312376 | Time: 1348.12 ms
[2021-01-04 23:53:56 main:574] : INFO : Epoch 1571 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 1356.19 ms
[2021-01-04 23:53:57 main:574] : INFO : Epoch 1572 | loss: 0.0312336 | val_loss: 0.0312395 | Time: 1335.35 ms
[2021-01-04 23:53:58 main:574] : INFO : Epoch 1573 | loss: 0.0312349 | val_loss: 0.0312366 | Time: 1334.92 ms
[2021-01-04 23:54:00 main:574] : INFO : Epoch 1574 | loss: 0.0312345 | val_loss: 0.0312392 | Time: 1343.52 ms
[2021-01-04 23:54:01 main:574] : INFO : Epoch 1575 | loss: 0.0312353 | val_loss: 0.031236 | Time: 1337.09 ms
[2021-01-04 23:54:02 main:574] : INFO : Epoch 1576 | loss: 0.0312328 | val_loss: 0.0312353 | Time: 1343.97 ms
[2021-01-04 23:54:04 main:574] : INFO : Epoch 1577 | loss: 0.0312355 | val_loss: 0.031236 | Time: 1343.84 ms
[2021-01-04 23:54:05 main:574] : INFO : Epoch 1578 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 1344.78 ms
[2021-01-04 23:54:06 main:574] : INFO : Epoch 1579 | loss: 0.031234 | val_loss: 0.0312357 | Time: 1333.1 ms
[2021-01-04 23:54:08 main:574] : INFO : Epoch 1580 | loss: 0.0312332 | val_loss: 0.0312357 | Time: 1367.16 ms
[2021-01-04 23:54:09 main:574] : INFO : Epoch 1581 | loss: 0.0312337 | val_loss: 0.0312416 | Time: 1348.76 ms
[2021-01-04 23:54:11 main:574] : INFO : Epoch 1582 | loss: 0.0312346 | val_loss: 0.031238 | Time: 1346.71 ms
[2021-01-04 23:54:12 main:574] : INFO : Epoch 1583 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 1341.62 ms
[2021-01-04 23:54:13 main:574] : INFO : Epoch 1584 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 1373.55 ms
[2021-01-04 23:54:15 main:574] : INFO : Epoch 1585 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 1343.32 ms
[2021-01-04 23:54:16 main:574] : INFO : Epoch 1586 | loss: 0.031234 | val_loss: 0.0312389 | Time: 1339.75 ms
[2021-01-04 23:54:17 main:574] : INFO : Epoch 1587 | loss: 0.0312335 | val_loss: 0.0312369 | Time: 1387.63 ms
[2021-01-04 23:54:19 main:574] : INFO : Epoch 1588 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 1345.3 ms
[2021-01-04 23:54:20 main:574] : INFO : Epoch 1589 | loss: 0.0312353 | val_loss: 0.0312353 | Time: 1341.73 ms
[2021-01-04 23:54:21 main:574] : INFO : Epoch 1590 | loss: 0.0312354 | val_loss: 0.0312359 | Time: 1349.73 ms
[2021-01-04 23:54:23 main:574] : INFO : Epoch 1591 | loss: 0.031234 | val_loss: 0.0312367 | Time: 1346.19 ms
[2021-01-04 23:54:24 main:574] : INFO : Epoch 1592 | loss: 0.0312335 | val_loss: 0.0312361 | Time: 1394.71 ms
[2021-01-04 23:54:26 main:574] : INFO : Epoch 1593 | loss: 0.031235 | val_loss: 0.0312375 | Time: 1345.01 ms
[2021-01-04 23:54:27 main:574] : INFO : Epoch 1594 | loss: 0.0312347 | val_loss: 0.0312373 | Time: 1331.58 ms
[2021-01-04 23:54:28 main:574] : INFO : Epoch 1595 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 1342.58 ms
[2021-01-04 23:54:30 main:574] : INFO : Epoch 1596 | loss: 0.0312333 | val_loss: 0.0312363 | Time: 1342.92 ms
[2021-01-04 23:54:31 main:574] : INFO : Epoch 1597 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 1343.11 ms
[2021-01-04 23:54:32 main:574] : INFO : Epoch 1598 | loss: 0.0312351 | val_loss: 0.0312377 | Time: 1416.47 ms
[2021-01-04 23:54:34 main:574] : INFO : Epoch 1599 | loss: 0.0312377 | val_loss: 0.0312396 | Time: 1362.93 ms
[2021-01-04 23:54:35 main:574] : INFO : Epoch 1600 | loss: 0.0312364 | val_loss: 0.0312353 | Time: 1377.97 ms
[2021-01-04 23:54:37 main:574] : INFO : Epoch 1601 | loss: 0.031235 | val_loss: 0.0312353 | Time: 1349.54 ms
[2021-01-04 23:54:38 main:574] : INFO : Epoch 1602 | loss: 0.0312333 | val_loss: 0.0312356 | Time: 1367.95 ms
[2021-01-04 23:54:39 main:574] : INFO : Epoch 1603 | loss: 0.0312339 | val_loss: 0.031236 | Time: 1353.07 ms
[2021-01-04 23:54:41 main:574] : INFO : Epoch 1604 | loss: 0.0312354 | val_loss: 0.031237 | Time: 1377.94 ms
[2021-01-04 23:54:42 main:574] : INFO : Epoch 1605 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 1349.18 ms
[2021-01-04 23:54:44 main:574] : INFO : Epoch 1606 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 1408.96 ms
[2021-01-04 23:54:45 main:574] : INFO : Epoch 1607 | loss: 0.0312331 | val_loss: 0.031235 | Time: 1355.32 ms
[2021-01-04 23:54:46 main:574] : INFO : Epoch 1608 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1343.74 ms
[2021-01-04 23:54:48 main:574] : INFO : Epoch 1609 | loss: 0.0312333 | val_loss: 0.031237 | Time: 1332.08 ms
[2021-01-04 23:54:49 main:574] : INFO : Epoch 1610 | loss: 0.0312339 | val_loss: 0.0312383 | Time: 1353.96 ms
[2021-01-04 23:54:51 main:574] : INFO : Epoch 1611 | loss: 0.0312352 | val_loss: 0.0312389 | Time: 1340 ms
[2021-01-04 23:54:52 main:574] : INFO : Epoch 1612 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 1341.75 ms
[2021-01-04 23:54:53 main:574] : INFO : Epoch 1613 | loss: 0.0312329 | val_loss: 0.0312359 | Time: 1339.55 ms
[2021-01-04 23:54:55 main:574] : INFO : Epoch 1614 | loss: 0.0312334 | val_loss: 0.0312354 | Time: 1362.06 ms
[2021-01-04 23:54:56 main:574] : INFO : Epoch 1615 | loss: 0.0312347 | val_loss: 0.0312366 | Time: 1343.17 ms
[2021-01-04 23:54:57 main:574] : INFO : Epoch 1616 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1357.72 ms
[2021-01-04 23:54:59 main:574] : INFO : Epoch 1617 | loss: 0.0312374 | val_loss: 0.0312433 | Time: 1341.17 ms
[2021-01-04 23:55:00 main:574] : INFO : Epoch 1618 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 1342.27 ms
[2021-01-04 23:55:02 main:574] : INFO : Epoch 1619 | loss: 0.0312348 | val_loss: 0.0312373 | Time: 1396.99 ms
[2021-01-04 23:55:03 main:574] : INFO : Epoch 1620 | loss: 0.0312337 | val_loss: 0.0312401 | Time: 1344.13 ms
[2021-01-04 23:55:04 main:574] : INFO : Epoch 1621 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 1337.64 ms
[2021-01-04 23:55:06 main:574] : INFO : Epoch 1622 | loss: 0.0312328 | val_loss: 0.0312366 | Time: 1397.22 ms
[2021-01-04 23:55:07 main:574] : INFO : Epoch 1623 | loss: 0.0312337 | val_loss: 0.0312361 | Time: 1358.48 ms
[2021-01-04 23:55:09 main:574] : INFO : Epoch 1624 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1369.97 ms
[2021-01-04 23:55:10 main:574] : INFO : Epoch 1625 | loss: 0.031235 | val_loss: 0.0312367 | Time: 1345.8 ms
[2021-01-04 23:55:11 main:574] : INFO : Epoch 1626 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 1369.47 ms
[2021-01-04 23:55:13 main:574] : INFO : Epoch 1627 | loss: 0.0312339 | val_loss: 0.0312395 | Time: 1332.95 ms
[2021-01-04 23:55:14 main:574] : INFO : Epoch 1628 | loss: 0.0312354 | val_loss: 0.0312375 | Time: 1350.87 ms
[2021-01-04 23:55:16 main:574] : INFO : Epoch 1629 | loss: 0.031235 | val_loss: 0.0312357 | Time: 1364.44 ms
[2021-01-04 23:55:17 main:574] : INFO : Epoch 1630 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 1332.76 ms
[2021-01-04 23:55:18 main:574] : INFO : Epoch 1631 | loss: 0.0312349 | val_loss: 0.0312385 | Time: 1338.4 ms
[2021-01-04 23:55:20 main:574] : INFO : Epoch 1632 | loss: 0.0312342 | val_loss: 0.0312389 | Time: 1328.76 ms
[2021-01-04 23:55:21 main:574] : INFO : Epoch 1633 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 1354.16 ms
[2021-01-04 23:55:22 main:574] : INFO : Epoch 1634 | loss: 0.031237 | val_loss: 0.0312441 | Time: 1356.14 ms
[2021-01-04 23:55:24 main:574] : INFO : Epoch 1635 | loss: 0.0312364 | val_loss: 0.0312413 | Time: 1357.32 ms
[2021-01-04 23:55:25 main:574] : INFO : Epoch 1636 | loss: 0.0312366 | val_loss: 0.0312369 | Time: 1336.77 ms
[2021-01-04 23:55:27 main:574] : INFO : Epoch 1637 | loss: 0.031235 | val_loss: 0.031238 | Time: 1334.46 ms
[2021-01-04 23:55:28 main:574] : INFO : Epoch 1638 | loss: 0.0312358 | val_loss: 0.0312366 | Time: 1345.22 ms
[2021-01-04 23:55:29 main:574] : INFO : Epoch 1639 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 1356.29 ms
[2021-01-04 23:55:31 main:574] : INFO : Epoch 1640 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 1345.03 ms
[2021-01-04 23:55:32 main:574] : INFO : Epoch 1641 | loss: 0.0312335 | val_loss: 0.0312362 | Time: 1338.49 ms
[2021-01-04 23:55:33 main:574] : INFO : Epoch 1642 | loss: 0.031235 | val_loss: 0.0312362 | Time: 1341.85 ms
[2021-01-04 23:55:35 main:574] : INFO : Epoch 1643 | loss: 0.0312355 | val_loss: 0.0312362 | Time: 1344.04 ms
[2021-01-04 23:55:36 main:574] : INFO : Epoch 1644 | loss: 0.0312347 | val_loss: 0.0312377 | Time: 1377.54 ms
[2021-01-04 23:55:38 main:574] : INFO : Epoch 1645 | loss: 0.0312351 | val_loss: 0.0312382 | Time: 1352.95 ms
[2021-01-04 23:55:39 main:574] : INFO : Epoch 1646 | loss: 0.0312366 | val_loss: 0.0312374 | Time: 1372.1 ms
[2021-01-04 23:55:40 main:574] : INFO : Epoch 1647 | loss: 0.0312365 | val_loss: 0.031237 | Time: 1341.71 ms
[2021-01-04 23:55:42 main:574] : INFO : Epoch 1648 | loss: 0.0312338 | val_loss: 0.0312362 | Time: 1366.41 ms
[2021-01-04 23:55:43 main:574] : INFO : Epoch 1649 | loss: 0.0312338 | val_loss: 0.0312358 | Time: 1336.73 ms
[2021-01-04 23:55:44 main:574] : INFO : Epoch 1650 | loss: 0.031237 | val_loss: 0.0312389 | Time: 1357.1 ms
[2021-01-04 23:55:46 main:574] : INFO : Epoch 1651 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 1373.07 ms
[2021-01-04 23:55:47 main:574] : INFO : Epoch 1652 | loss: 0.0312329 | val_loss: 0.0312358 | Time: 1340.89 ms
[2021-01-04 23:55:49 main:574] : INFO : Epoch 1653 | loss: 0.0312326 | val_loss: 0.0312366 | Time: 1358.02 ms
[2021-01-04 23:55:50 main:574] : INFO : Epoch 1654 | loss: 0.031233 | val_loss: 0.0312353 | Time: 1346.37 ms
[2021-01-04 23:55:51 main:574] : INFO : Epoch 1655 | loss: 0.0312326 | val_loss: 0.031236 | Time: 1385.97 ms
[2021-01-04 23:55:53 main:574] : INFO : Epoch 1656 | loss: 0.0312329 | val_loss: 0.0312351 | Time: 1348.55 ms
[2021-01-04 23:55:54 main:574] : INFO : Epoch 1657 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 1352.2 ms
[2021-01-04 23:55:56 main:574] : INFO : Epoch 1658 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1363.25 ms
[2021-01-04 23:55:57 main:574] : INFO : Epoch 1659 | loss: 0.0312328 | val_loss: 0.0312364 | Time: 1354.28 ms
[2021-01-04 23:55:58 main:574] : INFO : Epoch 1660 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 1394.8 ms
[2021-01-04 23:56:00 main:574] : INFO : Epoch 1661 | loss: 0.0312338 | val_loss: 0.0312363 | Time: 1370.54 ms
[2021-01-04 23:56:01 main:574] : INFO : Epoch 1662 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 1350.95 ms
[2021-01-04 23:56:02 main:574] : INFO : Epoch 1663 | loss: 0.031233 | val_loss: 0.0312358 | Time: 1347.16 ms
[2021-01-04 23:56:04 main:574] : INFO : Epoch 1664 | loss: 0.0312328 | val_loss: 0.0312356 | Time: 1352.78 ms
[2021-01-04 23:56:05 main:574] : INFO : Epoch 1665 | loss: 0.0312332 | val_loss: 0.0312373 | Time: 1344.38 ms
[2021-01-04 23:56:07 main:574] : INFO : Epoch 1666 | loss: 0.0312345 | val_loss: 0.0312352 | Time: 1341.05 ms
[2021-01-04 23:56:08 main:574] : INFO : Epoch 1667 | loss: 0.031234 | val_loss: 0.0312433 | Time: 1349.28 ms
[2021-01-04 23:56:09 main:574] : INFO : Epoch 1668 | loss: 0.0312356 | val_loss: 0.0312399 | Time: 1367.23 ms
[2021-01-04 23:56:11 main:574] : INFO : Epoch 1669 | loss: 0.0312344 | val_loss: 0.0312373 | Time: 1342.73 ms
[2021-01-04 23:56:12 main:574] : INFO : Epoch 1670 | loss: 0.0312334 | val_loss: 0.0312359 | Time: 1357.62 ms
[2021-01-04 23:56:13 main:574] : INFO : Epoch 1671 | loss: 0.0312368 | val_loss: 0.0312377 | Time: 1378.53 ms
[2021-01-04 23:56:15 main:574] : INFO : Epoch 1672 | loss: 0.0312374 | val_loss: 0.0312418 | Time: 1347.56 ms
[2021-01-04 23:56:16 main:574] : INFO : Epoch 1673 | loss: 0.0312355 | val_loss: 0.0312349 | Time: 1397.13 ms
[2021-01-04 23:56:18 main:574] : INFO : Epoch 1674 | loss: 0.031233 | val_loss: 0.0312352 | Time: 1343.37 ms
[2021-01-04 23:56:19 main:574] : INFO : Epoch 1675 | loss: 0.0312331 | val_loss: 0.0312363 | Time: 1384.96 ms
[2021-01-04 23:56:20 main:574] : INFO : Epoch 1676 | loss: 0.031233 | val_loss: 0.0312363 | Time: 1355.42 ms
[2021-01-04 23:56:22 main:574] : INFO : Epoch 1677 | loss: 0.0312346 | val_loss: 0.0312385 | Time: 1389.47 ms
[2021-01-04 23:56:23 main:574] : INFO : Epoch 1678 | loss: 0.031234 | val_loss: 0.031236 | Time: 1353.56 ms
[2021-01-04 23:56:25 main:574] : INFO : Epoch 1679 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 1349.31 ms
[2021-01-04 23:56:26 main:574] : INFO : Epoch 1680 | loss: 0.0312337 | val_loss: 0.0312364 | Time: 1358.53 ms
[2021-01-04 23:56:27 main:574] : INFO : Epoch 1681 | loss: 0.0312328 | val_loss: 0.0312358 | Time: 1356.62 ms
[2021-01-04 23:56:29 main:574] : INFO : Epoch 1682 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 1388.79 ms
[2021-01-04 23:56:30 main:574] : INFO : Epoch 1683 | loss: 0.031234 | val_loss: 0.031235 | Time: 1374.82 ms
[2021-01-04 23:56:32 main:574] : INFO : Epoch 1684 | loss: 0.031233 | val_loss: 0.0312367 | Time: 1379.85 ms
[2021-01-04 23:56:33 main:574] : INFO : Epoch 1685 | loss: 0.031234 | val_loss: 0.0312363 | Time: 1359.4 ms
[2021-01-04 23:56:34 main:574] : INFO : Epoch 1686 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 1355.56 ms
[2021-01-04 23:56:36 main:574] : INFO : Epoch 1687 | loss: 0.0312335 | val_loss: 0.0312379 | Time: 1347.76 ms
[2021-01-04 23:56:37 main:574] : INFO : Epoch 1688 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 1379.46 ms
[2021-01-04 23:56:39 main:574] : INFO : Epoch 1689 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 1339.67 ms
[2021-01-04 23:56:40 main:574] : INFO : Epoch 1690 | loss: 0.0312329 | val_loss: 0.0312355 | Time: 1349.76 ms
[2021-01-04 23:56:41 main:574] : INFO : Epoch 1691 | loss: 0.0312331 | val_loss: 0.0312366 | Time: 1385.29 ms
[2021-01-04 23:56:43 main:574] : INFO : Epoch 1692 | loss: 0.0312332 | val_loss: 0.031235 | Time: 1342.46 ms
[2021-01-04 23:56:44 main:574] : INFO : Epoch 1693 | loss: 0.0312336 | val_loss: 0.0312359 | Time: 1366.53 ms
[2021-01-04 23:56:46 main:574] : INFO : Epoch 1694 | loss: 0.0312339 | val_loss: 0.0312355 | Time: 1369.38 ms
[2021-01-04 23:56:47 main:574] : INFO : Epoch 1695 | loss: 0.0312332 | val_loss: 0.0312353 | Time: 1331.61 ms
[2021-01-04 23:56:48 main:574] : INFO : Epoch 1696 | loss: 0.0312342 | val_loss: 0.0312372 | Time: 1351.71 ms
[2021-01-04 23:56:50 main:574] : INFO : Epoch 1697 | loss: 0.0312336 | val_loss: 0.0312396 | Time: 1356.79 ms
[2021-01-04 23:56:51 main:574] : INFO : Epoch 1698 | loss: 0.0312339 | val_loss: 0.0312365 | Time: 1339.82 ms
[2021-01-04 23:56:52 main:574] : INFO : Epoch 1699 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 1352.42 ms
[2021-01-04 23:56:54 main:574] : INFO : Epoch 1700 | loss: 0.0312342 | val_loss: 0.0312349 | Time: 1353.55 ms
[2021-01-04 23:56:55 main:574] : INFO : Epoch 1701 | loss: 0.0312339 | val_loss: 0.0312355 | Time: 1376.54 ms
[2021-01-04 23:56:57 main:574] : INFO : Epoch 1702 | loss: 0.0312339 | val_loss: 0.0312364 | Time: 1343.21 ms
[2021-01-04 23:56:58 main:574] : INFO : Epoch 1703 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 1333.08 ms
[2021-01-04 23:56:59 main:574] : INFO : Epoch 1704 | loss: 0.0312336 | val_loss: 0.0312371 | Time: 1355.72 ms
[2021-01-04 23:57:01 main:574] : INFO : Epoch 1705 | loss: 0.031233 | val_loss: 0.0312362 | Time: 1398.14 ms
[2021-01-04 23:57:02 main:574] : INFO : Epoch 1706 | loss: 0.0312336 | val_loss: 0.031235 | Time: 1328.01 ms
[2021-01-04 23:57:03 main:574] : INFO : Epoch 1707 | loss: 0.0312334 | val_loss: 0.0312349 | Time: 1353.03 ms
[2021-01-04 23:57:05 main:574] : INFO : Epoch 1708 | loss: 0.0312329 | val_loss: 0.0312351 | Time: 1329.53 ms
[2021-01-04 23:57:06 main:574] : INFO : Epoch 1709 | loss: 0.0312329 | val_loss: 0.0312353 | Time: 1336.68 ms
[2021-01-04 23:57:08 main:574] : INFO : Epoch 1710 | loss: 0.0312353 | val_loss: 0.0312425 | Time: 1329.1 ms
[2021-01-04 23:57:09 main:574] : INFO : Epoch 1711 | loss: 0.0312359 | val_loss: 0.0312362 | Time: 1330.16 ms
[2021-01-04 23:57:10 main:574] : INFO : Epoch 1712 | loss: 0.0312341 | val_loss: 0.0312387 | Time: 1339.38 ms
[2021-01-04 23:57:12 main:574] : INFO : Epoch 1713 | loss: 0.0312345 | val_loss: 0.0312397 | Time: 1351.84 ms
[2021-01-04 23:57:13 main:574] : INFO : Epoch 1714 | loss: 0.0312331 | val_loss: 0.0312366 | Time: 1378.41 ms
[2021-01-04 23:57:14 main:574] : INFO : Epoch 1715 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 1388.18 ms
[2021-01-04 23:57:16 main:574] : INFO : Epoch 1716 | loss: 0.0312324 | val_loss: 0.0312362 | Time: 1376 ms
[2021-01-04 23:57:17 main:574] : INFO : Epoch 1717 | loss: 0.031233 | val_loss: 0.0312391 | Time: 1378.07 ms
[2021-01-04 23:57:19 main:574] : INFO : Epoch 1718 | loss: 0.031234 | val_loss: 0.0312366 | Time: 1328.49 ms
[2021-01-04 23:57:20 main:574] : INFO : Epoch 1719 | loss: 0.0312341 | val_loss: 0.0312348 | Time: 1333.73 ms
[2021-01-04 23:57:21 main:574] : INFO : Epoch 1720 | loss: 0.0312371 | val_loss: 0.0312368 | Time: 1338.26 ms
[2021-01-04 23:57:23 main:574] : INFO : Epoch 1721 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 1326.96 ms
[2021-01-04 23:57:24 main:574] : INFO : Epoch 1722 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 1345.68 ms
[2021-01-04 23:57:25 main:574] : INFO : Epoch 1723 | loss: 0.0312346 | val_loss: 0.0312358 | Time: 1341.65 ms
[2021-01-04 23:57:27 main:574] : INFO : Epoch 1724 | loss: 0.0312333 | val_loss: 0.0312383 | Time: 1362.26 ms
[2021-01-04 23:57:28 main:574] : INFO : Epoch 1725 | loss: 0.0312348 | val_loss: 0.0312354 | Time: 1337.94 ms
[2021-01-04 23:57:29 main:574] : INFO : Epoch 1726 | loss: 0.0312334 | val_loss: 0.0312402 | Time: 1340.96 ms
[2021-01-04 23:57:31 main:574] : INFO : Epoch 1727 | loss: 0.0312339 | val_loss: 0.031236 | Time: 1330.3 ms
[2021-01-04 23:57:32 main:574] : INFO : Epoch 1728 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 1338.64 ms
[2021-01-04 23:57:34 main:574] : INFO : Epoch 1729 | loss: 0.0312327 | val_loss: 0.0312371 | Time: 1369.74 ms
[2021-01-04 23:57:35 main:574] : INFO : Epoch 1730 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1327.44 ms
[2021-01-04 23:57:36 main:574] : INFO : Epoch 1731 | loss: 0.0312348 | val_loss: 0.0312453 | Time: 1343.9 ms
[2021-01-04 23:57:38 main:574] : INFO : Epoch 1732 | loss: 0.0312398 | val_loss: 0.0312389 | Time: 1351.25 ms
[2021-01-04 23:57:39 main:574] : INFO : Epoch 1733 | loss: 0.0312409 | val_loss: 0.0312472 | Time: 1373.49 ms
[2021-01-04 23:57:41 main:574] : INFO : Epoch 1734 | loss: 0.031237 | val_loss: 0.031235 | Time: 1418.51 ms
[2021-01-04 23:57:42 main:574] : INFO : Epoch 1735 | loss: 0.0312328 | val_loss: 0.0312355 | Time: 1327.74 ms
[2021-01-04 23:57:43 main:574] : INFO : Epoch 1736 | loss: 0.031233 | val_loss: 0.0312372 | Time: 1338.34 ms
[2021-01-04 23:57:45 main:574] : INFO : Epoch 1737 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 1341.29 ms
[2021-01-04 23:57:46 main:574] : INFO : Epoch 1738 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1328.05 ms
[2021-01-04 23:57:47 main:574] : INFO : Epoch 1739 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 1336.36 ms
[2021-01-04 23:57:49 main:574] : INFO : Epoch 1740 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 1366.91 ms
[2021-01-04 23:57:50 main:574] : INFO : Epoch 1741 | loss: 0.0312354 | val_loss: 0.031239 | Time: 1328.18 ms
[2021-01-04 23:57:51 main:574] : INFO : Epoch 1742 | loss: 0.0312357 | val_loss: 0.0312373 | Time: 1344.44 ms
[2021-01-04 23:57:53 main:574] : INFO : Epoch 1743 | loss: 0.0312352 | val_loss: 0.0312356 | Time: 1329.65 ms
[2021-01-04 23:57:54 main:574] : INFO : Epoch 1744 | loss: 0.0312332 | val_loss: 0.0312392 | Time: 1323.77 ms
[2021-01-04 23:57:55 main:574] : INFO : Epoch 1745 | loss: 0.0312345 | val_loss: 0.0312377 | Time: 1331.57 ms
[2021-01-04 23:57:57 main:574] : INFO : Epoch 1746 | loss: 0.0312328 | val_loss: 0.0312357 | Time: 1374.22 ms
[2021-01-04 23:57:58 main:574] : INFO : Epoch 1747 | loss: 0.0312328 | val_loss: 0.0312361 | Time: 1343.09 ms
[2021-01-04 23:58:00 main:574] : INFO : Epoch 1748 | loss: 0.0312326 | val_loss: 0.0312391 | Time: 1335.39 ms
[2021-01-04 23:58:01 main:574] : INFO : Epoch 1749 | loss: 0.031235 | val_loss: 0.0312359 | Time: 1344.03 ms
[2021-01-04 23:58:02 main:574] : INFO : Epoch 1750 | loss: 0.0312354 | val_loss: 0.0312348 | Time: 1346.88 ms
[2021-01-04 23:58:04 main:574] : INFO : Epoch 1751 | loss: 0.0312349 | val_loss: 0.031236 | Time: 1342.13 ms
[2021-01-04 23:58:05 main:574] : INFO : Epoch 1752 | loss: 0.0312339 | val_loss: 0.0312357 | Time: 1341 ms
[2021-01-04 23:58:06 main:574] : INFO : Epoch 1753 | loss: 0.0312342 | val_loss: 0.0312363 | Time: 1348.56 ms
[2021-01-04 23:58:08 main:574] : INFO : Epoch 1754 | loss: 0.0312335 | val_loss: 0.0312349 | Time: 1341.46 ms
[2021-01-04 23:58:09 main:574] : INFO : Epoch 1755 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1331.44 ms
[2021-01-04 23:58:10 main:574] : INFO : Epoch 1756 | loss: 0.0312348 | val_loss: 0.0312374 | Time: 1340.48 ms
[2021-01-04 23:58:12 main:574] : INFO : Epoch 1757 | loss: 0.0312334 | val_loss: 0.031235 | Time: 1344.63 ms
[2021-01-04 23:58:13 main:574] : INFO : Epoch 1758 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 1345.98 ms
[2021-01-04 23:58:14 main:574] : INFO : Epoch 1759 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1339.34 ms
[2021-01-04 23:58:16 main:574] : INFO : Epoch 1760 | loss: 0.0312338 | val_loss: 0.0312349 | Time: 1387.55 ms
[2021-01-04 23:58:17 main:574] : INFO : Epoch 1761 | loss: 0.031233 | val_loss: 0.0312351 | Time: 1367.71 ms
[2021-01-04 23:58:19 main:574] : INFO : Epoch 1762 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 1340.89 ms
[2021-01-04 23:58:20 main:574] : INFO : Epoch 1763 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 1348.32 ms
[2021-01-04 23:58:21 main:574] : INFO : Epoch 1764 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1370.4 ms
[2021-01-04 23:58:23 main:574] : INFO : Epoch 1765 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 1374.01 ms
[2021-01-04 23:58:24 main:574] : INFO : Epoch 1766 | loss: 0.0312334 | val_loss: 0.0312364 | Time: 1362.81 ms
[2021-01-04 23:58:26 main:574] : INFO : Epoch 1767 | loss: 0.031233 | val_loss: 0.0312408 | Time: 1351.38 ms
[2021-01-04 23:58:27 main:574] : INFO : Epoch 1768 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 1362.05 ms
[2021-01-04 23:58:28 main:574] : INFO : Epoch 1769 | loss: 0.0312344 | val_loss: 0.0312361 | Time: 1399.96 ms
[2021-01-04 23:58:30 main:574] : INFO : Epoch 1770 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 1334.99 ms
[2021-01-04 23:58:31 main:574] : INFO : Epoch 1771 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 1345.27 ms
[2021-01-04 23:58:33 main:574] : INFO : Epoch 1772 | loss: 0.0312333 | val_loss: 0.0312458 | Time: 1339.01 ms
[2021-01-04 23:58:34 main:574] : INFO : Epoch 1773 | loss: 0.0312406 | val_loss: 0.0312443 | Time: 1338.52 ms
[2021-01-04 23:58:35 main:574] : INFO : Epoch 1774 | loss: 0.0312399 | val_loss: 0.0312357 | Time: 1355.09 ms
[2021-01-04 23:58:37 main:574] : INFO : Epoch 1775 | loss: 0.0312344 | val_loss: 0.0312391 | Time: 1339.73 ms
[2021-01-04 23:58:38 main:574] : INFO : Epoch 1776 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 1333.3 ms
[2021-01-04 23:58:39 main:574] : INFO : Epoch 1777 | loss: 0.0312328 | val_loss: 0.0312351 | Time: 1369.04 ms
[2021-01-04 23:58:41 main:574] : INFO : Epoch 1778 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 1338.13 ms
[2021-01-04 23:58:42 main:574] : INFO : Epoch 1779 | loss: 0.0312342 | val_loss: 0.0312373 | Time: 1349.98 ms
[2021-01-04 23:58:44 main:574] : INFO : Epoch 1780 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 1348.69 ms
[2021-01-04 23:58:45 main:574] : INFO : Epoch 1781 | loss: 0.0312332 | val_loss: 0.0312359 | Time: 1373.4 ms
[2021-01-04 23:58:46 main:574] : INFO : Epoch 1782 | loss: 0.0312338 | val_loss: 0.0312349 | Time: 1331 ms
[2021-01-04 23:58:48 main:574] : INFO : Epoch 1783 | loss: 0.0312336 | val_loss: 0.0312374 | Time: 1382.48 ms
[2021-01-04 23:58:49 main:574] : INFO : Epoch 1784 | loss: 0.0312333 | val_loss: 0.0312353 | Time: 1339.33 ms
[2021-01-04 23:58:51 main:574] : INFO : Epoch 1785 | loss: 0.0312332 | val_loss: 0.0312358 | Time: 1360.74 ms
[2021-01-04 23:58:52 main:574] : INFO : Epoch 1786 | loss: 0.0312339 | val_loss: 0.0312363 | Time: 1343.02 ms
[2021-01-04 23:58:53 main:574] : INFO : Epoch 1787 | loss: 0.0312328 | val_loss: 0.0312355 | Time: 1379.62 ms
[2021-01-04 23:58:55 main:574] : INFO : Epoch 1788 | loss: 0.0312334 | val_loss: 0.031238 | Time: 1367.25 ms
[2021-01-04 23:58:56 main:574] : INFO : Epoch 1789 | loss: 0.031235 | val_loss: 0.0312355 | Time: 1360.1 ms
[2021-01-04 23:58:58 main:574] : INFO : Epoch 1790 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 1353.61 ms
[2021-01-04 23:58:59 main:574] : INFO : Epoch 1791 | loss: 0.0312329 | val_loss: 0.0312351 | Time: 1363.81 ms
[2021-01-04 23:59:00 main:574] : INFO : Epoch 1792 | loss: 0.0312329 | val_loss: 0.0312355 | Time: 1355.35 ms
[2021-01-04 23:59:02 main:574] : INFO : Epoch 1793 | loss: 0.0312337 | val_loss: 0.0312349 | Time: 1386.9 ms
[2021-01-04 23:59:03 main:574] : INFO : Epoch 1794 | loss: 0.0312335 | val_loss: 0.0312363 | Time: 1334.79 ms
[2021-01-04 23:59:05 main:574] : INFO : Epoch 1795 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 1385.11 ms
[2021-01-04 23:59:06 main:574] : INFO : Epoch 1796 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 1342.12 ms
[2021-01-04 23:59:07 main:574] : INFO : Epoch 1797 | loss: 0.0312334 | val_loss: 0.0312355 | Time: 1371.84 ms
[2021-01-04 23:59:09 main:574] : INFO : Epoch 1798 | loss: 0.0312358 | val_loss: 0.0312362 | Time: 1362.44 ms
[2021-01-04 23:59:10 main:574] : INFO : Epoch 1799 | loss: 0.0312352 | val_loss: 0.0312362 | Time: 1407.46 ms
[2021-01-04 23:59:12 main:574] : INFO : Epoch 1800 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1374.05 ms
[2021-01-04 23:59:13 main:574] : INFO : Epoch 1801 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 1410.86 ms
[2021-01-04 23:59:14 main:574] : INFO : Epoch 1802 | loss: 0.0312338 | val_loss: 0.0312374 | Time: 1358.91 ms
[2021-01-04 23:59:16 main:574] : INFO : Epoch 1803 | loss: 0.0312331 | val_loss: 0.0312352 | Time: 1340.4 ms
[2021-01-04 23:59:17 main:574] : INFO : Epoch 1804 | loss: 0.0312333 | val_loss: 0.0312349 | Time: 1343.89 ms
[2021-01-04 23:59:18 main:574] : INFO : Epoch 1805 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 1363.15 ms
[2021-01-04 23:59:20 main:574] : INFO : Epoch 1806 | loss: 0.0312329 | val_loss: 0.0312384 | Time: 1337.58 ms
[2021-01-04 23:59:21 main:574] : INFO : Epoch 1807 | loss: 0.0312336 | val_loss: 0.0312373 | Time: 1361.61 ms
[2021-01-04 23:59:23 main:574] : INFO : Epoch 1808 | loss: 0.0312329 | val_loss: 0.0312359 | Time: 1337.53 ms
[2021-01-04 23:59:24 main:574] : INFO : Epoch 1809 | loss: 0.0312332 | val_loss: 0.0312353 | Time: 1373.34 ms
[2021-01-04 23:59:25 main:574] : INFO : Epoch 1810 | loss: 0.0312342 | val_loss: 0.0312365 | Time: 1355.48 ms
[2021-01-04 23:59:27 main:574] : INFO : Epoch 1811 | loss: 0.0312342 | val_loss: 0.0312355 | Time: 1426.97 ms
[2021-01-04 23:59:28 main:574] : INFO : Epoch 1812 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 1338.92 ms
[2021-01-04 23:59:30 main:574] : INFO : Epoch 1813 | loss: 0.0312326 | val_loss: 0.0312348 | Time: 1347.54 ms
[2021-01-04 23:59:31 main:574] : INFO : Epoch 1814 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 1344.79 ms
[2021-01-04 23:59:32 main:574] : INFO : Epoch 1815 | loss: 0.031233 | val_loss: 0.0312361 | Time: 1338.03 ms
[2021-01-04 23:59:34 main:574] : INFO : Epoch 1816 | loss: 0.0312334 | val_loss: 0.0312366 | Time: 1342.1 ms
[2021-01-04 23:59:35 main:574] : INFO : Epoch 1817 | loss: 0.031234 | val_loss: 0.0312349 | Time: 1387.75 ms
[2021-01-04 23:59:36 main:574] : INFO : Epoch 1818 | loss: 0.0312333 | val_loss: 0.0312347 | Time: 1334.44 ms
[2021-01-04 23:59:38 main:574] : INFO : Epoch 1819 | loss: 0.0312331 | val_loss: 0.0312357 | Time: 1353.62 ms
[2021-01-04 23:59:39 main:574] : INFO : Epoch 1820 | loss: 0.0312341 | val_loss: 0.0312353 | Time: 1356.59 ms
[2021-01-04 23:59:41 main:574] : INFO : Epoch 1821 | loss: 0.0312338 | val_loss: 0.0312347 | Time: 1353.29 ms
[2021-01-04 23:59:42 main:574] : INFO : Epoch 1822 | loss: 0.031236 | val_loss: 0.0312472 | Time: 1348.15 ms
[2021-01-04 23:59:43 main:574] : INFO : Epoch 1823 | loss: 0.0312418 | val_loss: 0.0312398 | Time: 1407.94 ms
[2021-01-04 23:59:45 main:574] : INFO : Epoch 1824 | loss: 0.0312365 | val_loss: 0.0312393 | Time: 1334.74 ms
[2021-01-04 23:59:46 main:574] : INFO : Epoch 1825 | loss: 0.0312338 | val_loss: 0.031239 | Time: 1347.76 ms
[2021-01-04 23:59:47 main:574] : INFO : Epoch 1826 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 1357.09 ms
[2021-01-04 23:59:49 main:574] : INFO : Epoch 1827 | loss: 0.0312334 | val_loss: 0.0312375 | Time: 1376.25 ms
[2021-01-04 23:59:50 main:574] : INFO : Epoch 1828 | loss: 0.0312338 | val_loss: 0.0312357 | Time: 1374.8 ms
[2021-01-04 23:59:52 main:574] : INFO : Epoch 1829 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 1342.93 ms
[2021-01-04 23:59:53 main:574] : INFO : Epoch 1830 | loss: 0.0312339 | val_loss: 0.031236 | Time: 1357.57 ms
[2021-01-04 23:59:54 main:574] : INFO : Epoch 1831 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 1350.57 ms
[2021-01-04 23:59:56 main:574] : INFO : Epoch 1832 | loss: 0.0312336 | val_loss: 0.0312358 | Time: 1345.85 ms
[2021-01-04 23:59:57 main:574] : INFO : Epoch 1833 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 1458.36 ms
[2021-01-04 23:59:59 main:574] : INFO : Epoch 1834 | loss: 0.0312333 | val_loss: 0.0312348 | Time: 1391.59 ms
[2021-01-05 00:00:00 main:574] : INFO : Epoch 1835 | loss: 0.0312325 | val_loss: 0.0312356 | Time: 1365.76 ms
[2021-01-05 00:00:02 main:574] : INFO : Epoch 1836 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 1396.16 ms
[2021-01-05 00:00:03 main:574] : INFO : Epoch 1837 | loss: 0.0312348 | val_loss: 0.0312354 | Time: 1345.86 ms
[2021-01-05 00:00:04 main:574] : INFO : Epoch 1838 | loss: 0.0312358 | val_loss: 0.0312379 | Time: 1377.27 ms
[2021-01-05 00:00:06 main:574] : INFO : Epoch 1839 | loss: 0.0312339 | val_loss: 0.031235 | Time: 1370.94 ms
[2021-01-05 00:00:07 main:574] : INFO : Epoch 1840 | loss: 0.0312329 | val_loss: 0.031235 | Time: 1410.74 ms
[2021-01-05 00:00:09 main:574] : INFO : Epoch 1841 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 1391.15 ms
[2021-01-05 00:00:10 main:574] : INFO : Epoch 1842 | loss: 0.031233 | val_loss: 0.031236 | Time: 1348.24 ms
[2021-01-05 00:00:11 main:574] : INFO : Epoch 1843 | loss: 0.0312329 | val_loss: 0.0312354 | Time: 1362 ms
[2021-01-05 00:00:13 main:574] : INFO : Epoch 1844 | loss: 0.0312327 | val_loss: 0.0312376 | Time: 1412.63 ms
[2021-01-05 00:00:14 main:574] : INFO : Epoch 1845 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 1345.23 ms
[2021-01-05 00:00:16 main:574] : INFO : Epoch 1846 | loss: 0.0312322 | val_loss: 0.0312359 | Time: 1367.07 ms
[2021-01-05 00:00:17 main:574] : INFO : Epoch 1847 | loss: 0.0312341 | val_loss: 0.0312356 | Time: 1358.65 ms
[2021-01-05 00:00:18 main:574] : INFO : Epoch 1848 | loss: 0.0312336 | val_loss: 0.0312407 | Time: 1346.41 ms
[2021-01-05 00:00:20 main:574] : INFO : Epoch 1849 | loss: 0.0312354 | val_loss: 0.0312379 | Time: 1350.04 ms
[2021-01-05 00:00:21 main:574] : INFO : Epoch 1850 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 1353.4 ms
[2021-01-05 00:00:23 main:574] : INFO : Epoch 1851 | loss: 0.031235 | val_loss: 0.0312361 | Time: 1375.73 ms
[2021-01-05 00:00:24 main:574] : INFO : Epoch 1852 | loss: 0.0312344 | val_loss: 0.031235 | Time: 1347.15 ms
[2021-01-05 00:00:25 main:574] : INFO : Epoch 1853 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 1408.44 ms
[2021-01-05 00:00:27 main:574] : INFO : Epoch 1854 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 1341.68 ms
[2021-01-05 00:00:28 main:574] : INFO : Epoch 1855 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 1417.17 ms
[2021-01-05 00:00:30 main:574] : INFO : Epoch 1856 | loss: 0.0312332 | val_loss: 0.0312364 | Time: 1362.35 ms
[2021-01-05 00:00:31 main:574] : INFO : Epoch 1857 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 1352.77 ms
[2021-01-05 00:00:32 main:574] : INFO : Epoch 1858 | loss: 0.031233 | val_loss: 0.0312353 | Time: 1359.77 ms
[2021-01-05 00:00:34 main:574] : INFO : Epoch 1859 | loss: 0.0312328 | val_loss: 0.0312355 | Time: 1350.4 ms
[2021-01-05 00:00:35 main:574] : INFO : Epoch 1860 | loss: 0.0312333 | val_loss: 0.0312378 | Time: 1344.24 ms
[2021-01-05 00:00:36 main:574] : INFO : Epoch 1861 | loss: 0.0312344 | val_loss: 0.0312373 | Time: 1348.27 ms
[2021-01-05 00:00:38 main:574] : INFO : Epoch 1862 | loss: 0.0312347 | val_loss: 0.0312376 | Time: 1345.9 ms
[2021-01-05 00:00:39 main:574] : INFO : Epoch 1863 | loss: 0.0312341 | val_loss: 0.0312347 | Time: 1355.38 ms
[2021-01-05 00:00:40 main:574] : INFO : Epoch 1864 | loss: 0.0312354 | val_loss: 0.0312452 | Time: 1341.71 ms
[2021-01-05 00:00:42 main:574] : INFO : Epoch 1865 | loss: 0.0312359 | val_loss: 0.0312364 | Time: 1344.13 ms
[2021-01-05 00:00:43 main:574] : INFO : Epoch 1866 | loss: 0.0312381 | val_loss: 0.0312354 | Time: 1347.74 ms
[2021-01-05 00:00:45 main:574] : INFO : Epoch 1867 | loss: 0.0312373 | val_loss: 0.0312359 | Time: 1349.92 ms
[2021-01-05 00:00:46 main:574] : INFO : Epoch 1868 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 1382.83 ms
[2021-01-05 00:00:47 main:574] : INFO : Epoch 1869 | loss: 0.0312333 | val_loss: 0.0312358 | Time: 1377.01 ms
[2021-01-05 00:00:49 main:574] : INFO : Epoch 1870 | loss: 0.0312329 | val_loss: 0.031237 | Time: 1367.19 ms
[2021-01-05 00:00:50 main:574] : INFO : Epoch 1871 | loss: 0.0312358 | val_loss: 0.0312377 | Time: 1341.95 ms
[2021-01-05 00:00:51 main:574] : INFO : Epoch 1872 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 1352.14 ms
[2021-01-05 00:00:53 main:574] : INFO : Epoch 1873 | loss: 0.0312326 | val_loss: 0.0312348 | Time: 1364.42 ms
[2021-01-05 00:00:54 main:574] : INFO : Epoch 1874 | loss: 0.0312331 | val_loss: 0.0312348 | Time: 1398.06 ms
[2021-01-05 00:00:56 main:574] : INFO : Epoch 1875 | loss: 0.0312328 | val_loss: 0.0312351 | Time: 1354.76 ms
[2021-01-05 00:00:57 main:574] : INFO : Epoch 1876 | loss: 0.0312331 | val_loss: 0.0312401 | Time: 1342.57 ms
[2021-01-05 00:00:58 main:574] : INFO : Epoch 1877 | loss: 0.0312353 | val_loss: 0.0312349 | Time: 1350.48 ms
[2021-01-05 00:01:00 main:574] : INFO : Epoch 1878 | loss: 0.0312333 | val_loss: 0.0312364 | Time: 1389.85 ms
[2021-01-05 00:01:01 main:574] : INFO : Epoch 1879 | loss: 0.0312342 | val_loss: 0.0312354 | Time: 1357.68 ms
[2021-01-05 00:01:03 main:574] : INFO : Epoch 1880 | loss: 0.0312328 | val_loss: 0.0312358 | Time: 1352.48 ms
[2021-01-05 00:01:04 main:574] : INFO : Epoch 1881 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 1357.78 ms
[2021-01-05 00:01:05 main:574] : INFO : Epoch 1882 | loss: 0.0312334 | val_loss: 0.0312349 | Time: 1353.86 ms
[2021-01-05 00:01:07 main:574] : INFO : Epoch 1883 | loss: 0.0312326 | val_loss: 0.0312353 | Time: 1340.84 ms
[2021-01-05 00:01:08 main:574] : INFO : Epoch 1884 | loss: 0.031233 | val_loss: 0.0312349 | Time: 1349.17 ms
[2021-01-05 00:01:10 main:574] : INFO : Epoch 1885 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1359.87 ms
[2021-01-05 00:01:11 main:574] : INFO : Epoch 1886 | loss: 0.0312327 | val_loss: 0.0312354 | Time: 1364.64 ms
[2021-01-05 00:01:12 main:574] : INFO : Epoch 1887 | loss: 0.0312323 | val_loss: 0.0312358 | Time: 1358.09 ms
[2021-01-05 00:01:14 main:574] : INFO : Epoch 1888 | loss: 0.0312337 | val_loss: 0.0312376 | Time: 1376.76 ms
[2021-01-05 00:01:15 main:574] : INFO : Epoch 1889 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1379.6 ms
[2021-01-05 00:01:16 main:574] : INFO : Epoch 1890 | loss: 0.0312343 | val_loss: 0.0312354 | Time: 1348.67 ms
[2021-01-05 00:01:18 main:574] : INFO : Epoch 1891 | loss: 0.0312332 | val_loss: 0.0312359 | Time: 1348.4 ms
[2021-01-05 00:01:19 main:574] : INFO : Epoch 1892 | loss: 0.0312325 | val_loss: 0.0312351 | Time: 1361.15 ms
[2021-01-05 00:01:21 main:574] : INFO : Epoch 1893 | loss: 0.0312328 | val_loss: 0.0312382 | Time: 1406.61 ms
[2021-01-05 00:01:22 main:574] : INFO : Epoch 1894 | loss: 0.0312343 | val_loss: 0.0312438 | Time: 1369.45 ms
[2021-01-05 00:01:23 main:574] : INFO : Epoch 1895 | loss: 0.0312356 | val_loss: 0.0312369 | Time: 1354.45 ms
[2021-01-05 00:01:25 main:574] : INFO : Epoch 1896 | loss: 0.0312362 | val_loss: 0.0312386 | Time: 1358.84 ms
[2021-01-05 00:01:26 main:574] : INFO : Epoch 1897 | loss: 0.0312364 | val_loss: 0.0312362 | Time: 1358.1 ms
[2021-01-05 00:01:28 main:574] : INFO : Epoch 1898 | loss: 0.031233 | val_loss: 0.031236 | Time: 1363.47 ms
[2021-01-05 00:01:29 main:574] : INFO : Epoch 1899 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 1361.33 ms
[2021-01-05 00:01:30 main:574] : INFO : Epoch 1900 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 1362.51 ms
[2021-01-05 00:01:32 main:574] : INFO : Epoch 1901 | loss: 0.0312328 | val_loss: 0.0312352 | Time: 1339.82 ms
[2021-01-05 00:01:33 main:574] : INFO : Epoch 1902 | loss: 0.0312325 | val_loss: 0.0312358 | Time: 1379.69 ms
[2021-01-05 00:01:35 main:574] : INFO : Epoch 1903 | loss: 0.0312331 | val_loss: 0.031236 | Time: 1364.24 ms
[2021-01-05 00:01:36 main:574] : INFO : Epoch 1904 | loss: 0.0312333 | val_loss: 0.0312362 | Time: 1348.69 ms
[2021-01-05 00:01:37 main:574] : INFO : Epoch 1905 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 1388.75 ms
[2021-01-05 00:01:39 main:574] : INFO : Epoch 1906 | loss: 0.0312325 | val_loss: 0.0312356 | Time: 1354.7 ms
[2021-01-05 00:01:40 main:574] : INFO : Epoch 1907 | loss: 0.0312324 | val_loss: 0.0312356 | Time: 1382.7 ms
[2021-01-05 00:01:42 main:574] : INFO : Epoch 1908 | loss: 0.0312326 | val_loss: 0.031236 | Time: 1357.77 ms
[2021-01-05 00:01:43 main:574] : INFO : Epoch 1909 | loss: 0.031234 | val_loss: 0.0312367 | Time: 1438.67 ms
[2021-01-05 00:01:44 main:574] : INFO : Epoch 1910 | loss: 0.0312333 | val_loss: 0.0312349 | Time: 1435.25 ms
[2021-01-05 00:01:46 main:574] : INFO : Epoch 1911 | loss: 0.0312325 | val_loss: 0.0312411 | Time: 1350.62 ms
[2021-01-05 00:01:47 main:574] : INFO : Epoch 1912 | loss: 0.0312335 | val_loss: 0.0312348 | Time: 1360.18 ms
[2021-01-05 00:01:49 main:574] : INFO : Epoch 1913 | loss: 0.0312332 | val_loss: 0.0312358 | Time: 1390.25 ms
[2021-01-05 00:01:50 main:574] : INFO : Epoch 1914 | loss: 0.0312338 | val_loss: 0.0312352 | Time: 1348.36 ms
[2021-01-05 00:01:51 main:574] : INFO : Epoch 1915 | loss: 0.0312336 | val_loss: 0.031236 | Time: 1373.8 ms
[2021-01-05 00:01:53 main:574] : INFO : Epoch 1916 | loss: 0.0312337 | val_loss: 0.0312371 | Time: 1343.55 ms
[2021-01-05 00:01:54 main:574] : INFO : Epoch 1917 | loss: 0.0312332 | val_loss: 0.0312348 | Time: 1355.4 ms
[2021-01-05 00:01:56 main:574] : INFO : Epoch 1918 | loss: 0.0312351 | val_loss: 0.0312386 | Time: 1371.93 ms
[2021-01-05 00:01:57 main:574] : INFO : Epoch 1919 | loss: 0.0312337 | val_loss: 0.0312357 | Time: 1362.18 ms
[2021-01-05 00:01:58 main:574] : INFO : Epoch 1920 | loss: 0.031234 | val_loss: 0.031235 | Time: 1344.03 ms
[2021-01-05 00:02:00 main:574] : INFO : Epoch 1921 | loss: 0.0312326 | val_loss: 0.0312392 | Time: 1352.07 ms
[2021-01-05 00:02:01 main:574] : INFO : Epoch 1922 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 1410.84 ms
[2021-01-05 00:02:03 main:574] : INFO : Epoch 1923 | loss: 0.0312333 | val_loss: 0.0312355 | Time: 1345.05 ms
[2021-01-05 00:02:04 main:574] : INFO : Epoch 1924 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 1356.52 ms
[2021-01-05 00:02:05 main:574] : INFO : Epoch 1925 | loss: 0.0312348 | val_loss: 0.0312376 | Time: 1348.38 ms
[2021-01-05 00:02:07 main:574] : INFO : Epoch 1926 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 1377.43 ms
[2021-01-05 00:02:08 main:574] : INFO : Epoch 1927 | loss: 0.0312341 | val_loss: 0.0312364 | Time: 1344.16 ms
[2021-01-05 00:02:09 main:574] : INFO : Epoch 1928 | loss: 0.0312337 | val_loss: 0.0312366 | Time: 1340.96 ms
[2021-01-05 00:02:11 main:574] : INFO : Epoch 1929 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 1410.72 ms
[2021-01-05 00:02:12 main:574] : INFO : Epoch 1930 | loss: 0.0312329 | val_loss: 0.031236 | Time: 1351.91 ms
[2021-01-05 00:02:14 main:574] : INFO : Epoch 1931 | loss: 0.031233 | val_loss: 0.0312353 | Time: 1342.47 ms
[2021-01-05 00:02:15 main:574] : INFO : Epoch 1932 | loss: 0.0312327 | val_loss: 0.0312365 | Time: 1347.35 ms
[2021-01-05 00:02:17 main:574] : INFO : Epoch 1933 | loss: 0.0312339 | val_loss: 0.0312369 | Time: 1438.25 ms
[2021-01-05 00:02:18 main:574] : INFO : Epoch 1934 | loss: 0.0312348 | val_loss: 0.0312354 | Time: 1370.72 ms
[2021-01-05 00:02:19 main:574] : INFO : Epoch 1935 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 1384.5 ms
[2021-01-05 00:02:21 main:574] : INFO : Epoch 1936 | loss: 0.0312336 | val_loss: 0.0312371 | Time: 1402.28 ms
[2021-01-05 00:02:22 main:574] : INFO : Epoch 1937 | loss: 0.0312343 | val_loss: 0.0312446 | Time: 1343.72 ms
[2021-01-05 00:02:23 main:574] : INFO : Epoch 1938 | loss: 0.0312472 | val_loss: 0.0312398 | Time: 1343.12 ms
[2021-01-05 00:02:25 main:574] : INFO : Epoch 1939 | loss: 0.0312381 | val_loss: 0.0312394 | Time: 1345.86 ms
[2021-01-05 00:02:26 main:574] : INFO : Epoch 1940 | loss: 0.031235 | val_loss: 0.0312371 | Time: 1348.61 ms
[2021-01-05 00:02:28 main:574] : INFO : Epoch 1941 | loss: 0.0312343 | val_loss: 0.0312353 | Time: 1340.17 ms
[2021-01-05 00:02:29 main:574] : INFO : Epoch 1942 | loss: 0.0312333 | val_loss: 0.0312355 | Time: 1384.49 ms
[2021-01-05 00:02:30 main:574] : INFO : Epoch 1943 | loss: 0.0312326 | val_loss: 0.0312352 | Time: 1340.49 ms
[2021-01-05 00:02:32 main:574] : INFO : Epoch 1944 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 1377.98 ms
[2021-01-05 00:02:33 main:574] : INFO : Epoch 1945 | loss: 0.031233 | val_loss: 0.0312387 | Time: 1376.61 ms
[2021-01-05 00:02:35 main:574] : INFO : Epoch 1946 | loss: 0.0312341 | val_loss: 0.0312365 | Time: 1347.36 ms
[2021-01-05 00:02:36 main:574] : INFO : Epoch 1947 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 1375 ms
[2021-01-05 00:02:37 main:574] : INFO : Epoch 1948 | loss: 0.0312335 | val_loss: 0.0312359 | Time: 1377.39 ms
[2021-01-05 00:02:39 main:574] : INFO : Epoch 1949 | loss: 0.0312341 | val_loss: 0.0312372 | Time: 1382.98 ms
[2021-01-05 00:02:40 main:574] : INFO : Epoch 1950 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 1398.28 ms
[2021-01-05 00:02:42 main:574] : INFO : Epoch 1951 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 1379.68 ms
[2021-01-05 00:02:43 main:574] : INFO : Epoch 1952 | loss: 0.0312327 | val_loss: 0.0312367 | Time: 1357.54 ms
[2021-01-05 00:02:44 main:574] : INFO : Epoch 1953 | loss: 0.031235 | val_loss: 0.031237 | Time: 1424.06 ms
[2021-01-05 00:02:46 main:574] : INFO : Epoch 1954 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 1359.38 ms
[2021-01-05 00:02:47 main:574] : INFO : Epoch 1955 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1350.5 ms
[2021-01-05 00:02:49 main:574] : INFO : Epoch 1956 | loss: 0.0312327 | val_loss: 0.0312348 | Time: 1345.28 ms
[2021-01-05 00:02:50 main:574] : INFO : Epoch 1957 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 1345.35 ms
[2021-01-05 00:02:51 main:574] : INFO : Epoch 1958 | loss: 0.0312332 | val_loss: 0.0312348 | Time: 1346.86 ms
[2021-01-05 00:02:53 main:574] : INFO : Epoch 1959 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 1337.54 ms
[2021-01-05 00:02:54 main:574] : INFO : Epoch 1960 | loss: 0.0312332 | val_loss: 0.0312352 | Time: 1347.04 ms
[2021-01-05 00:02:55 main:574] : INFO : Epoch 1961 | loss: 0.0312345 | val_loss: 0.0312384 | Time: 1344.55 ms
[2021-01-05 00:02:57 main:574] : INFO : Epoch 1962 | loss: 0.0312371 | val_loss: 0.0312362 | Time: 1349.77 ms
[2021-01-05 00:02:58 main:574] : INFO : Epoch 1963 | loss: 0.0312335 | val_loss: 0.0312367 | Time: 1348.47 ms
[2021-01-05 00:03:00 main:574] : INFO : Epoch 1964 | loss: 0.0312344 | val_loss: 0.0312392 | Time: 1336.56 ms
[2021-01-05 00:03:01 main:574] : INFO : Epoch 1965 | loss: 0.0312348 | val_loss: 0.0312355 | Time: 1344.12 ms
[2021-01-05 00:03:02 main:574] : INFO : Epoch 1966 | loss: 0.0312327 | val_loss: 0.0312361 | Time: 1376.36 ms
[2021-01-05 00:03:04 main:574] : INFO : Epoch 1967 | loss: 0.0312336 | val_loss: 0.0312349 | Time: 1374.78 ms
[2021-01-05 00:03:05 main:574] : INFO : Epoch 1968 | loss: 0.0312326 | val_loss: 0.0312354 | Time: 1403.65 ms
[2021-01-05 00:03:07 main:574] : INFO : Epoch 1969 | loss: 0.0312326 | val_loss: 0.0312348 | Time: 1351.6 ms
[2021-01-05 00:03:08 main:574] : INFO : Epoch 1970 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 1336.14 ms
[2021-01-05 00:03:09 main:574] : INFO : Epoch 1971 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 1356.84 ms
[2021-01-05 00:03:11 main:574] : INFO : Epoch 1972 | loss: 0.031234 | val_loss: 0.0312419 | Time: 1397.09 ms
[2021-01-05 00:03:12 main:574] : INFO : Epoch 1973 | loss: 0.0312344 | val_loss: 0.0312348 | Time: 1386.73 ms
[2021-01-05 00:03:13 main:574] : INFO : Epoch 1974 | loss: 0.0312327 | val_loss: 0.0312363 | Time: 1343.68 ms
[2021-01-05 00:03:15 main:574] : INFO : Epoch 1975 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 1372.25 ms
[2021-01-05 00:03:16 main:574] : INFO : Epoch 1976 | loss: 0.0312344 | val_loss: 0.0312366 | Time: 1347.75 ms
[2021-01-05 00:03:18 main:574] : INFO : Epoch 1977 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 1338.28 ms
[2021-01-05 00:03:19 main:574] : INFO : Epoch 1978 | loss: 0.031235 | val_loss: 0.0312351 | Time: 1342.27 ms
[2021-01-05 00:03:20 main:574] : INFO : Epoch 1979 | loss: 0.0312332 | val_loss: 0.0312349 | Time: 1347.4 ms
[2021-01-05 00:03:22 main:574] : INFO : Epoch 1980 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1344.54 ms
[2021-01-05 00:03:23 main:574] : INFO : Epoch 1981 | loss: 0.031233 | val_loss: 0.0312347 | Time: 1370.99 ms
[2021-01-05 00:03:25 main:574] : INFO : Epoch 1982 | loss: 0.0312333 | val_loss: 0.0312403 | Time: 1342.91 ms
[2021-01-05 00:03:26 main:574] : INFO : Epoch 1983 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 1381.75 ms
[2021-01-05 00:03:27 main:574] : INFO : Epoch 1984 | loss: 0.0312335 | val_loss: 0.0312368 | Time: 1350.2 ms
[2021-01-05 00:03:29 main:574] : INFO : Epoch 1985 | loss: 0.0312338 | val_loss: 0.0312358 | Time: 1334.12 ms
[2021-01-05 00:03:30 main:574] : INFO : Epoch 1986 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 1368.28 ms
[2021-01-05 00:03:31 main:574] : INFO : Epoch 1987 | loss: 0.0312335 | val_loss: 0.0312348 | Time: 1358.85 ms
[2021-01-05 00:03:33 main:574] : INFO : Epoch 1988 | loss: 0.0312322 | val_loss: 0.0312354 | Time: 1341.95 ms
[2021-01-05 00:03:34 main:574] : INFO : Epoch 1989 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1380.65 ms
[2021-01-05 00:03:36 main:574] : INFO : Epoch 1990 | loss: 0.0312334 | val_loss: 0.031236 | Time: 1337.33 ms
[2021-01-05 00:03:37 main:574] : INFO : Epoch 1991 | loss: 0.0312344 | val_loss: 0.0312397 | Time: 1382.87 ms
[2021-01-05 00:03:38 main:574] : INFO : Epoch 1992 | loss: 0.0312372 | val_loss: 0.0312395 | Time: 1341.95 ms
[2021-01-05 00:03:40 main:574] : INFO : Epoch 1993 | loss: 0.0312351 | val_loss: 0.0312351 | Time: 1380.59 ms
[2021-01-05 00:03:41 main:574] : INFO : Epoch 1994 | loss: 0.0312338 | val_loss: 0.0312351 | Time: 1390.31 ms
[2021-01-05 00:03:43 main:574] : INFO : Epoch 1995 | loss: 0.0312326 | val_loss: 0.0312348 | Time: 1348.76 ms
[2021-01-05 00:03:44 main:574] : INFO : Epoch 1996 | loss: 0.031233 | val_loss: 0.031236 | Time: 1343.09 ms
[2021-01-05 00:03:45 main:574] : INFO : Epoch 1997 | loss: 0.0312331 | val_loss: 0.0312357 | Time: 1347.64 ms
[2021-01-05 00:03:47 main:574] : INFO : Epoch 1998 | loss: 0.0312347 | val_loss: 0.031235 | Time: 1340.81 ms
[2021-01-05 00:03:48 main:574] : INFO : Epoch 1999 | loss: 0.0312335 | val_loss: 0.0312362 | Time: 1395.45 ms
[2021-01-05 00:03:50 main:574] : INFO : Epoch 2000 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 1349.7 ms
[2021-01-05 00:03:51 main:574] : INFO : Epoch 2001 | loss: 0.031233 | val_loss: 0.0312362 | Time: 1345.45 ms
[2021-01-05 00:03:52 main:574] : INFO : Epoch 2002 | loss: 0.0312331 | val_loss: 0.0312348 | Time: 1341.91 ms
[2021-01-05 00:03:54 main:574] : INFO : Epoch 2003 | loss: 0.031234 | val_loss: 0.0312355 | Time: 1391.82 ms
[2021-01-05 00:03:55 main:574] : INFO : Epoch 2004 | loss: 0.0312332 | val_loss: 0.0312363 | Time: 1383.6 ms
[2021-01-05 00:03:57 main:574] : INFO : Epoch 2005 | loss: 0.0312326 | val_loss: 0.0312347 | Time: 1341.72 ms
[2021-01-05 00:03:58 main:574] : INFO : Epoch 2006 | loss: 0.0312336 | val_loss: 0.0312349 | Time: 1340.96 ms
[2021-01-05 00:03:59 main:574] : INFO : Epoch 2007 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 1349.29 ms
[2021-01-05 00:04:01 main:574] : INFO : Epoch 2008 | loss: 0.0312342 | val_loss: 0.0312353 | Time: 1340.74 ms
[2021-01-05 00:04:02 main:574] : INFO : Epoch 2009 | loss: 0.0312332 | val_loss: 0.0312359 | Time: 1385.45 ms
[2021-01-05 00:04:04 main:574] : INFO : Epoch 2010 | loss: 0.0312332 | val_loss: 0.0312361 | Time: 1340.87 ms
[2021-01-05 00:04:05 main:574] : INFO : Epoch 2011 | loss: 0.0312333 | val_loss: 0.0312359 | Time: 1338.1 ms
[2021-01-05 00:04:06 main:574] : INFO : Epoch 2012 | loss: 0.031233 | val_loss: 0.0312348 | Time: 1354.04 ms
[2021-01-05 00:04:08 main:574] : INFO : Epoch 2013 | loss: 0.0312328 | val_loss: 0.0312373 | Time: 1345.35 ms
[2021-01-05 00:04:09 main:574] : INFO : Epoch 2014 | loss: 0.0312357 | val_loss: 0.0312354 | Time: 1345.53 ms
[2021-01-05 00:04:10 main:574] : INFO : Epoch 2015 | loss: 0.0312337 | val_loss: 0.0312349 | Time: 1358.21 ms
[2021-01-05 00:04:12 main:574] : INFO : Epoch 2016 | loss: 0.0312334 | val_loss: 0.031236 | Time: 1341.17 ms
[2021-01-05 00:04:13 main:574] : INFO : Epoch 2017 | loss: 0.0312336 | val_loss: 0.0312361 | Time: 1342.92 ms
[2021-01-05 00:04:14 main:574] : INFO : Epoch 2018 | loss: 0.031233 | val_loss: 0.0312352 | Time: 1347.65 ms
[2021-01-05 00:04:16 main:574] : INFO : Epoch 2019 | loss: 0.0312326 | val_loss: 0.0312352 | Time: 1340.23 ms
[2021-01-05 00:04:17 main:574] : INFO : Epoch 2020 | loss: 0.0312333 | val_loss: 0.0312403 | Time: 1349.22 ms
[2021-01-05 00:04:19 main:574] : INFO : Epoch 2021 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 1357.37 ms
[2021-01-05 00:04:20 main:574] : INFO : Epoch 2022 | loss: 0.031233 | val_loss: 0.0312349 | Time: 1348.16 ms
[2021-01-05 00:04:21 main:574] : INFO : Epoch 2023 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1386.98 ms
[2021-01-05 00:04:23 main:574] : INFO : Epoch 2024 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 1401.34 ms
[2021-01-05 00:04:24 main:574] : INFO : Epoch 2025 | loss: 0.0312333 | val_loss: 0.0312353 | Time: 1383.49 ms
[2021-01-05 00:04:26 main:574] : INFO : Epoch 2026 | loss: 0.0312328 | val_loss: 0.0312366 | Time: 1413.55 ms
[2021-01-05 00:04:27 main:574] : INFO : Epoch 2027 | loss: 0.0312351 | val_loss: 0.0312361 | Time: 1350.16 ms
[2021-01-05 00:04:28 main:574] : INFO : Epoch 2028 | loss: 0.0312334 | val_loss: 0.031235 | Time: 1343.84 ms
[2021-01-05 00:04:30 main:574] : INFO : Epoch 2029 | loss: 0.0312342 | val_loss: 0.0312354 | Time: 1348.8 ms
[2021-01-05 00:04:31 main:574] : INFO : Epoch 2030 | loss: 0.0312356 | val_loss: 0.0312401 | Time: 1340.07 ms
[2021-01-05 00:04:33 main:574] : INFO : Epoch 2031 | loss: 0.0312364 | val_loss: 0.0312379 | Time: 1344.53 ms
[2021-01-05 00:04:34 main:574] : INFO : Epoch 2032 | loss: 0.0312339 | val_loss: 0.0312381 | Time: 1339.51 ms
[2021-01-05 00:04:35 main:574] : INFO : Epoch 2033 | loss: 0.0312355 | val_loss: 0.0312389 | Time: 1388.29 ms
[2021-01-05 00:04:37 main:574] : INFO : Epoch 2034 | loss: 0.0312329 | val_loss: 0.031235 | Time: 1343.6 ms
[2021-01-05 00:04:38 main:574] : INFO : Epoch 2035 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 1339 ms
[2021-01-05 00:04:39 main:574] : INFO : Epoch 2036 | loss: 0.0312325 | val_loss: 0.0312353 | Time: 1346.27 ms
[2021-01-05 00:04:41 main:574] : INFO : Epoch 2037 | loss: 0.0312333 | val_loss: 0.0312365 | Time: 1352.62 ms
[2021-01-05 00:04:42 main:574] : INFO : Epoch 2038 | loss: 0.0312331 | val_loss: 0.0312357 | Time: 1334.38 ms
[2021-01-05 00:04:44 main:574] : INFO : Epoch 2039 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 1371.15 ms
[2021-01-05 00:04:45 main:574] : INFO : Epoch 2040 | loss: 0.0312332 | val_loss: 0.0312377 | Time: 1364.42 ms
[2021-01-05 00:04:46 main:574] : INFO : Epoch 2041 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 1353.64 ms
[2021-01-05 00:04:48 main:574] : INFO : Epoch 2042 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 1341.43 ms
[2021-01-05 00:04:49 main:574] : INFO : Epoch 2043 | loss: 0.0312328 | val_loss: 0.0312412 | Time: 1368.91 ms
[2021-01-05 00:04:50 main:574] : INFO : Epoch 2044 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 1346.48 ms
[2021-01-05 00:04:52 main:574] : INFO : Epoch 2045 | loss: 0.0312331 | val_loss: 0.0312364 | Time: 1347.17 ms
[2021-01-05 00:04:53 main:574] : INFO : Epoch 2046 | loss: 0.0312355 | val_loss: 0.0312353 | Time: 1342.32 ms
[2021-01-05 00:04:55 main:574] : INFO : Epoch 2047 | loss: 0.0312329 | val_loss: 0.0312357 | Time: 1331.76 ms
[2021-01-05 00:04:56 main:574] : INFO : Epoch 2048 | loss: 0.0312337 | val_loss: 0.0312378 | Time: 1350.54 ms
[2021-01-05 00:04:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312378
[2021-01-05 00:04:56 main:603] : INFO : Saving end state to config to file
[2021-01-05 00:04:56 main:608] : INFO : Success, exiting..
00:04:56 (360): 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)