Task 4379375
| Name | ParityMachine-1612383165-20468-3_0 |
| Workunit | 2439995 |
| Created | 11 Mar 2021, 21:13:39 UTC |
| Sent | 22 Mar 2021, 16:54:28 UTC |
| Report deadline | 29 Mar 2021, 16:54:28 UTC |
| Received | 23 Mar 2021, 1:13:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 46 min 45 sec |
| CPU time | 46 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> in:581] : INFO : Epoch 1538 | loss: 0.0311325 | val_loss: 0.0311532 | Time: 1350.94 ms [2021-03-22 20:01:28 main:581] : INFO : Epoch 1539 | loss: 0.0311308 | val_loss: 0.0311528 | Time: 1346.32 ms [2021-03-22 20:01:29 main:581] : INFO : Epoch 1540 | loss: 0.0311301 | val_loss: 0.0311526 | Time: 1350.17 ms [2021-03-22 20:01:30 main:581] : INFO : Epoch 1541 | loss: 0.0311319 | val_loss: 0.0311544 | Time: 1345.31 ms [2021-03-22 20:01:32 main:581] : INFO : Epoch 1542 | loss: 0.0311317 | val_loss: 0.0311601 | Time: 1348.46 ms [2021-03-22 20:01:33 main:581] : INFO : Epoch 1543 | loss: 0.0311335 | val_loss: 0.0311545 | Time: 1341.49 ms [2021-03-22 20:01:34 main:581] : INFO : Epoch 1544 | loss: 0.0311413 | val_loss: 0.0311574 | Time: 1344.01 ms [2021-03-22 20:01:36 main:581] : INFO : Epoch 1545 | loss: 0.0311425 | val_loss: 0.0311569 | Time: 1339.91 ms [2021-03-22 20:01:37 main:581] : INFO : Epoch 1546 | loss: 0.0311381 | val_loss: 0.0311552 | Time: 1343.22 ms [2021-03-22 20:01:38 main:581] : INFO : Epoch 1547 | loss: 0.0311372 | val_loss: 0.0311589 | Time: 1340.71 ms [2021-03-22 20:01:40 main:581] : INFO : Epoch 1548 | loss: 0.0311384 | val_loss: 0.0311565 | Time: 1343.94 ms [2021-03-22 20:01:41 main:581] : INFO : Epoch 1549 | loss: 0.031136 | val_loss: 0.0311558 | Time: 1341.77 ms [2021-03-22 20:01:42 main:581] : INFO : Epoch 1550 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 1344.09 ms [2021-03-22 20:01:44 main:581] : INFO : Epoch 1551 | loss: 0.0311335 | val_loss: 0.0311555 | Time: 1340.3 ms [2021-03-22 20:01:45 main:581] : INFO : Epoch 1552 | loss: 0.031134 | val_loss: 0.0311556 | Time: 1345.04 ms [2021-03-22 20:01:46 main:581] : INFO : Epoch 1553 | loss: 0.0311335 | val_loss: 0.0311531 | Time: 1341.17 ms [2021-03-22 20:01:48 main:581] : INFO : Epoch 1554 | loss: 0.0311319 | val_loss: 0.0311552 | Time: 1343.12 ms [2021-03-22 20:01:49 main:581] : INFO : Epoch 1555 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 1340.02 ms [2021-03-22 20:01:50 main:581] : INFO : Epoch 1556 | loss: 0.0311305 | val_loss: 0.0311528 | Time: 1341.72 ms [2021-03-22 20:01:52 main:581] : INFO : Epoch 1557 | loss: 0.0311309 | val_loss: 0.0311521 | Time: 1339.21 ms [2021-03-22 20:01:53 main:581] : INFO : Epoch 1558 | loss: 0.0311309 | val_loss: 0.0311529 | Time: 1344.22 ms [2021-03-22 20:01:54 main:581] : INFO : Epoch 1559 | loss: 0.0311316 | val_loss: 0.0311572 | Time: 1343.12 ms [2021-03-22 20:01:56 main:581] : INFO : Epoch 1560 | loss: 0.031133 | val_loss: 0.0311523 | Time: 1343.18 ms [2021-03-22 20:01:57 main:581] : INFO : Epoch 1561 | loss: 0.0311304 | val_loss: 0.0311519 | Time: 1347.73 ms [2021-03-22 20:01:58 main:581] : INFO : Epoch 1562 | loss: 0.0311324 | val_loss: 0.0311548 | Time: 1341.47 ms [2021-03-22 20:02:00 main:581] : INFO : Epoch 1563 | loss: 0.0311333 | val_loss: 0.0311562 | Time: 1343.62 ms [2021-03-22 20:02:01 main:581] : INFO : Epoch 1564 | loss: 0.0311319 | val_loss: 0.0311546 | Time: 1342.27 ms [2021-03-22 20:02:03 main:581] : INFO : Epoch 1565 | loss: 0.0311305 | val_loss: 0.0311524 | Time: 1344.29 ms [2021-03-22 20:02:04 main:581] : INFO : Epoch 1566 | loss: 0.0311316 | val_loss: 0.0311499 | Time: 1340.92 ms [2021-03-22 20:02:05 main:581] : INFO : Epoch 1567 | loss: 0.0311351 | val_loss: 0.0311534 | Time: 1344.26 ms [2021-03-22 20:02:07 main:581] : INFO : Epoch 1568 | loss: 0.0311309 | val_loss: 0.0311545 | Time: 1340.49 ms [2021-03-22 20:02:08 main:581] : INFO : Epoch 1569 | loss: 0.03113 | val_loss: 0.0311499 | Time: 1344.3 ms [2021-03-22 20:02:09 main:581] : INFO : Epoch 1570 | loss: 0.0311291 | val_loss: 0.0311486 | Time: 1341.24 ms [2021-03-22 20:02:11 main:581] : INFO : Epoch 1571 | loss: 0.0311362 | val_loss: 0.0311553 | Time: 1344.93 ms [2021-03-22 20:02:12 main:581] : INFO : Epoch 1572 | loss: 0.0311406 | val_loss: 0.0311543 | Time: 1340.47 ms [2021-03-22 20:02:13 main:581] : INFO : Epoch 1573 | loss: 0.0311409 | val_loss: 0.0311503 | Time: 1345.41 ms [2021-03-22 20:02:15 main:581] : INFO : Epoch 1574 | loss: 0.0311399 | val_loss: 0.0311503 | Time: 1340.85 ms [2021-03-22 20:02:16 main:581] : INFO : Epoch 1575 | loss: 0.0311397 | val_loss: 0.0311528 | Time: 1343.99 ms [2021-03-22 20:02:17 main:581] : INFO : Epoch 1576 | loss: 0.0311383 | val_loss: 0.0311503 | Time: 1340.66 ms [2021-03-22 20:02:19 main:581] : INFO : Epoch 1577 | loss: 0.0311372 | val_loss: 0.0311521 | Time: 1344.7 ms [2021-03-22 20:02:20 main:581] : INFO : Epoch 1578 | loss: 0.0311365 | val_loss: 0.0311515 | Time: 1339.04 ms [2021-03-22 20:02:21 main:581] : INFO : Epoch 1579 | loss: 0.0311369 | val_loss: 0.0311544 | Time: 1344.2 ms [2021-03-22 20:02:23 main:581] : INFO : Epoch 1580 | loss: 0.0311392 | val_loss: 0.0311593 | Time: 1340.41 ms [2021-03-22 20:02:24 main:581] : INFO : Epoch 1581 | loss: 0.0311427 | val_loss: 0.0311566 | Time: 1345.09 ms [2021-03-22 20:02:25 main:581] : INFO : Epoch 1582 | loss: 0.0311421 | val_loss: 0.0311562 | Time: 1342.21 ms [2021-03-22 20:02:27 main:581] : INFO : Epoch 1583 | loss: 0.0311396 | val_loss: 0.0311547 | Time: 1346.68 ms [2021-03-22 20:02:28 main:581] : INFO : Epoch 1584 | loss: 0.0311377 | val_loss: 0.031152 | Time: 1348.45 ms [2021-03-22 20:02:29 main:581] : INFO : Epoch 1585 | loss: 0.0311393 | val_loss: 0.0311539 | Time: 1347.69 ms [2021-03-22 20:02:31 main:581] : INFO : Epoch 1586 | loss: 0.0311402 | val_loss: 0.0311534 | Time: 1349.24 ms [2021-03-22 20:02:32 main:581] : INFO : Epoch 1587 | loss: 0.0311358 | val_loss: 0.0311552 | Time: 1344.45 ms [2021-03-22 20:02:33 main:581] : INFO : Epoch 1588 | loss: 0.0311365 | val_loss: 0.0311571 | Time: 1347.03 ms [2021-03-22 20:02:35 main:581] : INFO : Epoch 1589 | loss: 0.0311352 | val_loss: 0.0311544 | Time: 1346.94 ms [2021-03-22 20:02:36 main:581] : INFO : Epoch 1590 | loss: 0.0311356 | val_loss: 0.031155 | Time: 1349.68 ms [2021-03-22 20:02:37 main:581] : INFO : Epoch 1591 | loss: 0.031136 | val_loss: 0.0311519 | Time: 1346.38 ms [2021-03-22 20:02:39 main:581] : INFO : Epoch 1592 | loss: 0.031135 | val_loss: 0.0311517 | Time: 1350.76 ms [2021-03-22 20:02:40 main:581] : INFO : Epoch 1593 | loss: 0.0311364 | val_loss: 0.0311581 | Time: 1345.68 ms [2021-03-22 20:02:42 main:581] : INFO : Epoch 1594 | loss: 0.0311356 | val_loss: 0.0311566 | Time: 1351.45 ms [2021-03-22 20:02:43 main:581] : INFO : Epoch 1595 | loss: 0.0311359 | val_loss: 0.0311542 | Time: 1345.62 ms [2021-03-22 20:02:44 main:581] : INFO : Epoch 1596 | loss: 0.0311353 | val_loss: 0.031154 | Time: 1349.71 ms [2021-03-22 20:02:46 main:581] : INFO : Epoch 1597 | loss: 0.0311342 | val_loss: 0.0311582 | Time: 1347.33 ms [2021-03-22 20:02:47 main:581] : INFO : Epoch 1598 | loss: 0.0311325 | val_loss: 0.0311548 | Time: 1350.57 ms [2021-03-22 20:02:48 main:581] : INFO : Epoch 1599 | loss: 0.0311324 | val_loss: 0.0311561 | Time: 1344.16 ms [2021-03-22 20:02:50 main:581] : INFO : Epoch 1600 | loss: 0.031133 | val_loss: 0.0311554 | Time: 1349.08 ms [2021-03-22 20:02:51 main:581] : INFO : Epoch 1601 | loss: 0.0311313 | val_loss: 0.0311539 | Time: 1344.57 ms [2021-03-22 20:02:52 main:581] : INFO : Epoch 1602 | loss: 0.0311311 | val_loss: 0.0311557 | Time: 1351.5 ms [2021-03-22 20:02:54 main:581] : INFO : Epoch 1603 | loss: 0.0311309 | val_loss: 0.0311564 | Time: 1347.88 ms [2021-03-22 20:02:55 main:581] : INFO : Epoch 1604 | loss: 0.0311321 | val_loss: 0.0311546 | Time: 1350.17 ms [2021-03-22 20:02:56 main:581] : INFO : Epoch 1605 | loss: 0.031131 | val_loss: 0.0311578 | Time: 1347.35 ms [2021-03-22 20:02:58 main:581] : INFO : Epoch 1606 | loss: 0.0311297 | val_loss: 0.0311549 | Time: 1348.79 ms [2021-03-22 20:02:59 main:581] : INFO : Epoch 1607 | loss: 0.0311329 | val_loss: 0.0311515 | Time: 1350.38 ms [2021-03-22 20:03:00 main:581] : INFO : Epoch 1608 | loss: 0.0311345 | val_loss: 0.0311549 | Time: 1348.74 ms [2021-03-22 20:03:02 main:581] : INFO : Epoch 1609 | loss: 0.0311333 | val_loss: 0.0311532 | Time: 1351.56 ms [2021-03-22 20:03:03 main:581] : INFO : Epoch 1610 | loss: 0.0311332 | val_loss: 0.0311512 | Time: 1349.05 ms [2021-03-22 20:03:04 main:581] : INFO : Epoch 1611 | loss: 0.0311355 | val_loss: 0.0311521 | Time: 1350.57 ms [2021-03-22 20:03:06 main:581] : INFO : Epoch 1612 | loss: 0.031133 | val_loss: 0.031151 | Time: 1346.64 ms [2021-03-22 20:03:07 main:581] : INFO : Epoch 1613 | loss: 0.0311311 | val_loss: 0.0311534 | Time: 1348.84 ms [2021-03-22 20:03:08 main:581] : INFO : Epoch 1614 | loss: 0.0311327 | val_loss: 0.0311507 | Time: 1347.74 ms [2021-03-22 20:03:10 main:581] : INFO : Epoch 1615 | loss: 0.0311321 | val_loss: 0.0311545 | Time: 1350.36 ms [2021-03-22 20:03:11 main:581] : INFO : Epoch 1616 | loss: 0.031143 | val_loss: 0.0311534 | Time: 1345.34 ms [2021-03-22 20:03:13 main:581] : INFO : Epoch 1617 | loss: 0.0311487 | val_loss: 0.0311544 | Time: 1348.92 ms [2021-03-22 20:03:14 main:581] : INFO : Epoch 1618 | loss: 0.0311428 | val_loss: 0.0311539 | Time: 1344.97 ms [2021-03-22 20:03:15 main:581] : INFO : Epoch 1619 | loss: 0.0311428 | val_loss: 0.0311584 | Time: 1349.64 ms [2021-03-22 20:03:17 main:581] : INFO : Epoch 1620 | loss: 0.0311414 | val_loss: 0.0311533 | Time: 1343.4 ms [2021-03-22 20:03:18 main:581] : INFO : Epoch 1621 | loss: 0.0311397 | val_loss: 0.0311565 | Time: 1349.64 ms [2021-03-22 20:03:19 main:581] : INFO : Epoch 1622 | loss: 0.0311395 | val_loss: 0.0311556 | Time: 1347.13 ms [2021-03-22 20:03:21 main:581] : INFO : Epoch 1623 | loss: 0.0311378 | val_loss: 0.0311512 | Time: 1351.71 ms [2021-03-22 20:03:22 main:581] : INFO : Epoch 1624 | loss: 0.0311354 | val_loss: 0.0311492 | Time: 1345.72 ms [2021-03-22 20:03:23 main:581] : INFO : Epoch 1625 | loss: 0.0311359 | val_loss: 0.0311519 | Time: 1348.66 ms [2021-03-22 20:03:25 main:581] : INFO : Epoch 1626 | loss: 0.0311344 | val_loss: 0.0311488 | Time: 1344.33 ms [2021-03-22 20:03:26 main:581] : INFO : Epoch 1627 | loss: 0.0311354 | val_loss: 0.0311486 | Time: 1348.98 ms [2021-03-22 20:03:27 main:581] : INFO : Epoch 1628 | loss: 0.0311339 | val_loss: 0.0311498 | Time: 1347.54 ms [2021-03-22 20:03:29 main:581] : INFO : Epoch 1629 | loss: 0.0311329 | val_loss: 0.0311511 | Time: 1349.13 ms [2021-03-22 20:03:30 main:581] : INFO : Epoch 1630 | loss: 0.0311322 | val_loss: 0.0311514 | Time: 1350.75 ms [2021-03-22 20:03:31 main:581] : INFO : Epoch 1631 | loss: 0.0311334 | val_loss: 0.0311488 | Time: 1346.77 ms [2021-03-22 20:03:33 main:581] : INFO : Epoch 1632 | loss: 0.0311322 | val_loss: 0.0311502 | Time: 1350.44 ms [2021-03-22 20:03:34 main:581] : INFO : Epoch 1633 | loss: 0.0311378 | val_loss: 0.0311529 | Time: 1345.52 ms [2021-03-22 20:03:35 main:581] : INFO : Epoch 1634 | loss: 0.0311381 | val_loss: 0.0311525 | Time: 1348.8 ms [2021-03-22 20:03:37 main:581] : INFO : Epoch 1635 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 1345.86 ms [2021-03-22 20:03:38 main:581] : INFO : Epoch 1636 | loss: 0.0311336 | val_loss: 0.0311519 | Time: 1350.72 ms [2021-03-22 20:03:39 main:581] : INFO : Epoch 1637 | loss: 0.0311316 | val_loss: 0.0311475 | Time: 1345.62 ms [2021-03-22 20:03:41 main:581] : INFO : Epoch 1638 | loss: 0.0311313 | val_loss: 0.0311475 | Time: 1349.48 ms [2021-03-22 20:03:42 main:581] : INFO : Epoch 1639 | loss: 0.0311324 | val_loss: 0.0311479 | Time: 1348.17 ms [2021-03-22 20:03:44 main:581] : INFO : Epoch 1640 | loss: 0.0311301 | val_loss: 0.0311475 | Time: 1349.72 ms [2021-03-22 20:03:45 main:581] : INFO : Epoch 1641 | loss: 0.0311295 | val_loss: 0.0311471 | Time: 1346.24 ms [2021-03-22 20:03:46 main:581] : INFO : Epoch 1642 | loss: 0.0311288 | val_loss: 0.0311481 | Time: 1349.05 ms [2021-03-22 20:03:48 main:581] : INFO : Epoch 1643 | loss: 0.0311292 | val_loss: 0.0311491 | Time: 1345.22 ms [2021-03-22 20:03:49 main:581] : INFO : Epoch 1644 | loss: 0.0311268 | val_loss: 0.0311468 | Time: 1349.77 ms [2021-03-22 20:03:50 main:581] : INFO : Epoch 1645 | loss: 0.0311281 | val_loss: 0.0311507 | Time: 1347.03 ms [2021-03-22 20:03:52 main:581] : INFO : Epoch 1646 | loss: 0.0311293 | val_loss: 0.03115 | Time: 1353.12 ms [2021-03-22 20:03:53 main:581] : INFO : Epoch 1647 | loss: 0.0311287 | val_loss: 0.0311458 | Time: 1347.1 ms [2021-03-22 20:03:54 main:581] : INFO : Epoch 1648 | loss: 0.0311286 | val_loss: 0.0311504 | Time: 1349.21 ms [2021-03-22 20:03:56 main:581] : INFO : Epoch 1649 | loss: 0.0311311 | val_loss: 0.0311582 | Time: 1346.16 ms [2021-03-22 20:03:57 main:581] : INFO : Epoch 1650 | loss: 0.0311311 | val_loss: 0.0311514 | Time: 1348.12 ms [2021-03-22 20:03:58 main:581] : INFO : Epoch 1651 | loss: 0.03113 | val_loss: 0.0311476 | Time: 1349.23 ms [2021-03-22 20:04:00 main:581] : INFO : Epoch 1652 | loss: 0.0311299 | val_loss: 0.031153 | Time: 1347.03 ms [2021-03-22 20:04:01 main:581] : INFO : Epoch 1653 | loss: 0.0311308 | val_loss: 0.0311552 | Time: 1349.68 ms [2021-03-22 20:04:02 main:581] : INFO : Epoch 1654 | loss: 0.031131 | val_loss: 0.0311542 | Time: 1344.67 ms [2021-03-22 20:04:04 main:581] : INFO : Epoch 1655 | loss: 0.0311332 | val_loss: 0.0311503 | Time: 1348.37 ms [2021-03-22 20:04:05 main:581] : INFO : Epoch 1656 | loss: 0.0311322 | val_loss: 0.0311558 | Time: 1346.17 ms [2021-03-22 20:04:06 main:581] : INFO : Epoch 1657 | loss: 0.0311327 | val_loss: 0.0311545 | Time: 1349.96 ms [2021-03-22 20:04:08 main:581] : INFO : Epoch 1658 | loss: 0.0311334 | val_loss: 0.0311561 | Time: 1347.12 ms [2021-03-22 20:04:09 main:581] : INFO : Epoch 1659 | loss: 0.0311313 | val_loss: 0.0311478 | Time: 1349.59 ms [2021-03-22 20:04:10 main:581] : INFO : Epoch 1660 | loss: 0.0311283 | val_loss: 0.0311514 | Time: 1347.21 ms [2021-03-22 20:04:12 main:581] : INFO : Epoch 1661 | loss: 0.0311286 | val_loss: 0.0311509 | Time: 1350.96 ms [2021-03-22 20:04:13 main:581] : INFO : Epoch 1662 | loss: 0.0311278 | val_loss: 0.0311513 | Time: 1346.49 ms [2021-03-22 20:04:15 main:581] : INFO : Epoch 1663 | loss: 0.0311288 | val_loss: 0.0311535 | Time: 1350.31 ms [2021-03-22 20:04:16 main:581] : INFO : Epoch 1664 | loss: 0.0311276 | val_loss: 0.0311557 | Time: 1345.04 ms [2021-03-22 20:04:17 main:581] : INFO : Epoch 1665 | loss: 0.0311284 | val_loss: 0.0311503 | Time: 1348.61 ms [2021-03-22 20:04:19 main:581] : INFO : Epoch 1666 | loss: 0.0311277 | val_loss: 0.0311522 | Time: 1345.52 ms [2021-03-22 20:04:20 main:581] : INFO : Epoch 1667 | loss: 0.0311279 | val_loss: 0.0311521 | Time: 1349.36 ms [2021-03-22 20:04:21 main:581] : INFO : Epoch 1668 | loss: 0.0311294 | val_loss: 0.0311481 | Time: 1346.3 ms [2021-03-22 20:04:23 main:581] : INFO : Epoch 1669 | loss: 0.0311292 | val_loss: 0.0311555 | Time: 1348.06 ms [2021-03-22 20:04:24 main:581] : INFO : Epoch 1670 | loss: 0.0311322 | val_loss: 0.0311582 | Time: 1347.51 ms [2021-03-22 20:04:25 main:581] : INFO : Epoch 1671 | loss: 0.0311392 | val_loss: 0.0311533 | Time: 1348.66 ms [2021-03-22 20:04:27 main:581] : INFO : Epoch 1672 | loss: 0.0311389 | val_loss: 0.0311569 | Time: 1344.21 ms [2021-03-22 20:04:28 main:581] : INFO : Epoch 1673 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 1348.28 ms [2021-03-22 20:04:29 main:581] : INFO : Epoch 1674 | loss: 0.031133 | val_loss: 0.0311537 | Time: 1348.63 ms [2021-03-22 20:04:31 main:581] : INFO : Epoch 1675 | loss: 0.0311328 | val_loss: 0.0311538 | Time: 1348.19 ms [2021-03-22 20:04:32 main:581] : INFO : Epoch 1676 | loss: 0.031132 | val_loss: 0.031153 | Time: 1349.35 ms [2021-03-22 20:04:33 main:581] : INFO : Epoch 1677 | loss: 0.0311305 | val_loss: 0.0311498 | Time: 1348.92 ms [2021-03-22 20:04:35 main:581] : INFO : Epoch 1678 | loss: 0.0311313 | val_loss: 0.0311517 | Time: 1349.42 ms [2021-03-22 20:04:36 main:581] : INFO : Epoch 1679 | loss: 0.0311306 | val_loss: 0.0311521 | Time: 1343.57 ms [2021-03-22 20:04:37 main:581] : INFO : Epoch 1680 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 1349.1 ms [2021-03-22 20:04:39 main:581] : INFO : Epoch 1681 | loss: 0.031131 | val_loss: 0.0311531 | Time: 1347.23 ms [2021-03-22 20:04:40 main:581] : INFO : Epoch 1682 | loss: 0.0311294 | val_loss: 0.0311483 | Time: 1349.1 ms [2021-03-22 20:04:41 main:581] : INFO : Epoch 1683 | loss: 0.0311282 | val_loss: 0.0311494 | Time: 1349.17 ms [2021-03-22 20:04:43 main:581] : INFO : Epoch 1684 | loss: 0.0311277 | val_loss: 0.0311525 | Time: 1350.04 ms [2021-03-22 20:04:44 main:581] : INFO : Epoch 1685 | loss: 0.0311282 | val_loss: 0.0311497 | Time: 1346.64 ms [2021-03-22 20:04:46 main:581] : INFO : Epoch 1686 | loss: 0.0311294 | val_loss: 0.0311498 | Time: 1351.54 ms [2021-03-22 20:04:47 main:581] : INFO : Epoch 1687 | loss: 0.0311288 | val_loss: 0.0311569 | Time: 1347.86 ms [2021-03-22 20:04:48 main:581] : INFO : Epoch 1688 | loss: 0.0311296 | val_loss: 0.0311532 | Time: 1351.75 ms [2021-03-22 20:04:50 main:581] : INFO : Epoch 1689 | loss: 0.0311307 | val_loss: 0.0311535 | Time: 1347.56 ms [2021-03-22 20:04:51 main:581] : INFO : Epoch 1690 | loss: 0.0311397 | val_loss: 0.0311544 | Time: 1350.57 ms [2021-03-22 20:04:52 main:581] : INFO : Epoch 1691 | loss: 0.0311397 | val_loss: 0.0311582 | Time: 1344.58 ms [2021-03-22 20:04:54 main:581] : INFO : Epoch 1692 | loss: 0.0311423 | val_loss: 0.0311536 | Time: 1347.95 ms [2021-03-22 20:04:55 main:581] : INFO : Epoch 1693 | loss: 0.0311399 | val_loss: 0.0311513 | Time: 1345.34 ms [2021-03-22 20:04:56 main:581] : INFO : Epoch 1694 | loss: 0.031138 | val_loss: 0.0311531 | Time: 1350.05 ms [2021-03-22 20:04:58 main:581] : INFO : Epoch 1695 | loss: 0.0311394 | val_loss: 0.031152 | Time: 1345.54 ms [2021-03-22 20:04:59 main:581] : INFO : Epoch 1696 | loss: 0.0311384 | val_loss: 0.031151 | Time: 1347.36 ms [2021-03-22 20:05:00 main:581] : INFO : Epoch 1697 | loss: 0.0311388 | val_loss: 0.0311556 | Time: 1347.61 ms [2021-03-22 20:05:02 main:581] : INFO : Epoch 1698 | loss: 0.0311414 | val_loss: 0.0311601 | Time: 1345.93 ms [2021-03-22 20:05:03 main:581] : INFO : Epoch 1699 | loss: 0.0311376 | val_loss: 0.0311555 | Time: 1347.98 ms [2021-03-22 20:05:04 main:581] : INFO : Epoch 1700 | loss: 0.0311384 | val_loss: 0.0311507 | Time: 1345.91 ms [2021-03-22 20:05:06 main:581] : INFO : Epoch 1701 | loss: 0.0311402 | val_loss: 0.0311539 | Time: 1349.13 ms [2021-03-22 20:05:07 main:581] : INFO : Epoch 1702 | loss: 0.0311352 | val_loss: 0.0311533 | Time: 1347.73 ms [2021-03-22 20:05:08 main:581] : INFO : Epoch 1703 | loss: 0.0311344 | val_loss: 0.0311566 | Time: 1349.56 ms [2021-03-22 20:05:10 main:581] : INFO : Epoch 1704 | loss: 0.0311317 | val_loss: 0.0311559 | Time: 1346.04 ms [2021-03-22 20:05:11 main:581] : INFO : Epoch 1705 | loss: 0.03113 | val_loss: 0.0311572 | Time: 1349.82 ms [2021-03-22 20:05:12 main:581] : INFO : Epoch 1706 | loss: 0.031131 | val_loss: 0.0311548 | Time: 1344.71 ms [2021-03-22 20:05:14 main:581] : INFO : Epoch 1707 | loss: 0.0311384 | val_loss: 0.0311563 | Time: 1348.61 ms [2021-03-22 20:05:15 main:581] : INFO : Epoch 1708 | loss: 0.0311385 | val_loss: 0.0311535 | Time: 1343.84 ms [2021-03-22 20:05:17 main:581] : INFO : Epoch 1709 | loss: 0.0311362 | val_loss: 0.0311531 | Time: 1351.36 ms [2021-03-22 20:05:18 main:581] : INFO : Epoch 1710 | loss: 0.0311362 | val_loss: 0.0311508 | Time: 1344.08 ms [2021-03-22 20:05:19 main:581] : INFO : Epoch 1711 | loss: 0.0311335 | val_loss: 0.0311495 | Time: 1349.54 ms [2021-03-22 20:05:21 main:581] : INFO : Epoch 1712 | loss: 0.0311333 | val_loss: 0.0311517 | Time: 1347.43 ms [2021-03-22 20:05:22 main:581] : INFO : Epoch 1713 | loss: 0.0311323 | val_loss: 0.0311506 | Time: 1355.83 ms [2021-03-22 20:05:23 main:581] : INFO : Epoch 1714 | loss: 0.03113 | val_loss: 0.0311531 | Time: 1353.89 ms [2021-03-22 20:05:25 main:581] : INFO : Epoch 1715 | loss: 0.0311303 | val_loss: 0.0311524 | Time: 1358.1 ms [2021-03-22 20:05:26 main:581] : INFO : Epoch 1716 | loss: 0.03113 | val_loss: 0.0311529 | Time: 1353.28 ms [2021-03-22 20:05:27 main:581] : INFO : Epoch 1717 | loss: 0.0311356 | val_loss: 0.0311574 | Time: 1358.74 ms [2021-03-22 20:05:29 main:581] : INFO : Epoch 1718 | loss: 0.0311323 | val_loss: 0.0311557 | Time: 1355.35 ms [2021-03-22 20:05:30 main:581] : INFO : Epoch 1719 | loss: 0.0311302 | val_loss: 0.0311559 | Time: 1357.73 ms [2021-03-22 20:05:31 main:581] : INFO : Epoch 1720 | loss: 0.031131 | val_loss: 0.0311635 | Time: 1358.33 ms [2021-03-22 20:05:33 main:581] : INFO : Epoch 1721 | loss: 0.0311299 | val_loss: 0.0311568 | Time: 1352.64 ms [2021-03-22 20:05:34 main:581] : INFO : Epoch 1722 | loss: 0.0311318 | val_loss: 0.0311552 | Time: 1356.03 ms [2021-03-22 20:05:35 main:581] : INFO : Epoch 1723 | loss: 0.0311294 | val_loss: 0.031154 | Time: 1354.18 ms [2021-03-22 20:05:37 main:581] : INFO : Epoch 1724 | loss: 0.0311324 | val_loss: 0.0311554 | Time: 1358.24 ms [2021-03-22 20:05:38 main:581] : INFO : Epoch 1725 | loss: 0.0311322 | val_loss: 0.031158 | Time: 1351.72 ms [2021-03-22 20:05:40 main:581] : INFO : Epoch 1726 | loss: 0.0311305 | val_loss: 0.0311608 | Time: 1356.58 ms [2021-03-22 20:05:41 main:581] : INFO : Epoch 1727 | loss: 0.0311324 | val_loss: 0.0311571 | Time: 1359.22 ms [2021-03-22 20:05:42 main:581] : INFO : Epoch 1728 | loss: 0.0311275 | val_loss: 0.0311581 | Time: 1360.13 ms [2021-03-22 20:05:44 main:581] : INFO : Epoch 1729 | loss: 0.0311283 | val_loss: 0.0311538 | Time: 1350.66 ms [2021-03-22 20:05:45 main:581] : INFO : Epoch 1730 | loss: 0.0311269 | val_loss: 0.0311554 | Time: 1359.04 ms [2021-03-22 20:05:46 main:581] : INFO : Epoch 1731 | loss: 0.0311295 | val_loss: 0.0311562 | Time: 1357.35 ms [2021-03-22 20:05:48 main:581] : INFO : Epoch 1732 | loss: 0.0311305 | val_loss: 0.0311571 | Time: 1356.66 ms [2021-03-22 20:05:49 main:581] : INFO : Epoch 1733 | loss: 0.031128 | val_loss: 0.0311514 | Time: 1348.76 ms [2021-03-22 20:05:50 main:581] : INFO : Epoch 1734 | loss: 0.0311253 | val_loss: 0.0311497 | Time: 1358.16 ms [2021-03-22 20:05:52 main:581] : INFO : Epoch 1735 | loss: 0.0311261 | val_loss: 0.0311465 | Time: 1355.99 ms [2021-03-22 20:05:53 main:581] : INFO : Epoch 1736 | loss: 0.031127 | val_loss: 0.0311592 | Time: 1359.42 ms [2021-03-22 20:05:54 main:581] : INFO : Epoch 1737 | loss: 0.0311303 | val_loss: 0.0311547 | Time: 1353.39 ms [2021-03-22 20:05:56 main:581] : INFO : Epoch 1738 | loss: 0.0311324 | val_loss: 0.0311602 | Time: 1357.18 ms [2021-03-22 20:05:57 main:581] : INFO : Epoch 1739 | loss: 0.0311318 | val_loss: 0.031148 | Time: 1357.35 ms [2021-03-22 20:05:59 main:581] : INFO : Epoch 1740 | loss: 0.0311368 | val_loss: 0.0311531 | Time: 1354.75 ms [2021-03-22 20:06:00 main:581] : INFO : Epoch 1741 | loss: 0.0311357 | val_loss: 0.0311528 | Time: 1353.85 ms [2021-03-22 20:06:01 main:581] : INFO : Epoch 1742 | loss: 0.0311369 | val_loss: 0.0311514 | Time: 1348.66 ms [2021-03-22 20:06:03 main:581] : INFO : Epoch 1743 | loss: 0.0311366 | val_loss: 0.0311514 | Time: 1355.68 ms [2021-03-22 20:06:04 main:581] : INFO : Epoch 1744 | loss: 0.0311371 | val_loss: 0.0311564 | Time: 1357.11 ms [2021-03-22 20:06:05 main:581] : INFO : Epoch 1745 | loss: 0.0311374 | val_loss: 0.0311565 | Time: 1364.2 ms [2021-03-22 20:06:07 main:581] : INFO : Epoch 1746 | loss: 0.0311335 | val_loss: 0.0311532 | Time: 1359.49 ms [2021-03-22 20:06:08 main:581] : INFO : Epoch 1747 | loss: 0.0311325 | val_loss: 0.0311521 | Time: 1361.21 ms [2021-03-22 20:06:09 main:581] : INFO : Epoch 1748 | loss: 0.0311341 | val_loss: 0.0311515 | Time: 1360.73 ms [2021-03-22 20:06:11 main:581] : INFO : Epoch 1749 | loss: 0.0311361 | val_loss: 0.0311526 | Time: 1361.84 ms [2021-03-22 20:06:12 main:581] : INFO : Epoch 1750 | loss: 0.0311322 | val_loss: 0.0311527 | Time: 1359.3 ms [2021-03-22 20:06:13 main:581] : INFO : Epoch 1751 | loss: 0.0311312 | val_loss: 0.0311521 | Time: 1359.12 ms [2021-03-22 20:06:15 main:581] : INFO : Epoch 1752 | loss: 0.0311305 | val_loss: 0.0311468 | Time: 1359.44 ms [2021-03-22 20:06:16 main:581] : INFO : Epoch 1753 | loss: 0.0311315 | val_loss: 0.0311553 | Time: 1361.92 ms [2021-03-22 20:06:18 main:581] : INFO : Epoch 1754 | loss: 0.0311338 | val_loss: 0.0311631 | Time: 1354.74 ms [2021-03-22 20:06:19 main:581] : INFO : Epoch 1755 | loss: 0.0311326 | val_loss: 0.0311509 | Time: 1362.23 ms [2021-03-22 20:06:20 main:581] : INFO : Epoch 1756 | loss: 0.0311309 | val_loss: 0.0311527 | Time: 1361.01 ms [2021-03-22 20:06:22 main:581] : INFO : Epoch 1757 | loss: 0.0311292 | val_loss: 0.0311504 | Time: 1356.2 ms [2021-03-22 20:06:23 main:581] : INFO : Epoch 1758 | loss: 0.0311287 | val_loss: 0.0311502 | Time: 1359.78 ms [2021-03-22 20:06:24 main:581] : INFO : Epoch 1759 | loss: 0.0311312 | val_loss: 0.0311496 | Time: 1358.23 ms [2021-03-22 20:06:26 main:581] : INFO : Epoch 1760 | loss: 0.0311303 | val_loss: 0.0311564 | Time: 1363.9 ms [2021-03-22 20:06:27 main:581] : INFO : Epoch 1761 | loss: 0.031134 | val_loss: 0.0311554 | Time: 1360.61 ms [2021-03-22 20:06:28 main:581] : INFO : Epoch 1762 | loss: 0.0311306 | val_loss: 0.0311547 | Time: 1367.19 ms [2021-03-22 20:06:30 main:581] : INFO : Epoch 1763 | loss: 0.0311317 | val_loss: 0.0311549 | Time: 1365.59 ms [2021-03-22 20:06:31 main:581] : INFO : Epoch 1764 | loss: 0.0311312 | val_loss: 0.0311537 | Time: 1364.65 ms [2021-03-22 20:06:33 main:581] : INFO : Epoch 1765 | loss: 0.0311294 | val_loss: 0.0311504 | Time: 1365.67 ms [2021-03-22 20:06:34 main:581] : INFO : Epoch 1766 | loss: 0.031131 | val_loss: 0.0311489 | Time: 1369.21 ms [2021-03-22 20:06:35 main:581] : INFO : Epoch 1767 | loss: 0.0311324 | val_loss: 0.0311448 | Time: 1366.3 ms [2021-03-22 20:06:37 main:581] : INFO : Epoch 1768 | loss: 0.0311318 | val_loss: 0.0311497 | Time: 1363.01 ms [2021-03-22 20:06:38 main:581] : INFO : Epoch 1769 | loss: 0.0311315 | val_loss: 0.0311506 | Time: 1363.96 ms [2021-03-22 20:06:39 main:581] : INFO : Epoch 1770 | loss: 0.0311304 | val_loss: 0.0311765 | Time: 1368.47 ms [2021-03-22 20:06:41 main:581] : INFO : Epoch 1771 | loss: 0.0311367 | val_loss: 0.031153 | Time: 1365.88 ms [2021-03-22 20:06:42 main:581] : INFO : Epoch 1772 | loss: 0.0311314 | val_loss: 0.0311544 | Time: 1361.94 ms [2021-03-22 20:06:43 main:581] : INFO : Epoch 1773 | loss: 0.0311334 | val_loss: 0.0311496 | Time: 1362.94 ms [2021-03-22 20:06:45 main:581] : INFO : Epoch 1774 | loss: 0.031132 | val_loss: 0.0311508 | Time: 1365.27 ms [2021-03-22 20:06:46 main:581] : INFO : Epoch 1775 | loss: 0.031133 | val_loss: 0.0311512 | Time: 1364.06 ms [2021-03-22 20:06:48 main:581] : INFO : Epoch 1776 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 1357.34 ms [2021-03-22 20:06:49 main:581] : INFO : Epoch 1777 | loss: 0.0311295 | val_loss: 0.0311515 | Time: 1347.5 ms [2021-03-22 20:06:50 main:581] : INFO : Epoch 1778 | loss: 0.0311373 | val_loss: 0.0311562 | Time: 1344.94 ms [2021-03-22 20:06:52 main:581] : INFO : Epoch 1779 | loss: 0.0311384 | val_loss: 0.0311503 | Time: 1346.28 ms [2021-03-22 20:06:53 main:581] : INFO : Epoch 1780 | loss: 0.0311392 | val_loss: 0.0311502 | Time: 1344.08 ms [2021-03-22 20:06:54 main:581] : INFO : Epoch 1781 | loss: 0.0311391 | val_loss: 0.0311548 | Time: 1346.56 ms [2021-03-22 20:06:56 main:581] : INFO : Epoch 1782 | loss: 0.0311452 | val_loss: 0.0311563 | Time: 1344.97 ms [2021-03-22 20:06:57 main:581] : INFO : Epoch 1783 | loss: 0.0311441 | val_loss: 0.0311536 | Time: 1349.94 ms [2021-03-22 20:06:58 main:581] : INFO : Epoch 1784 | loss: 0.0311414 | val_loss: 0.0311566 | Time: 1344.41 ms [2021-03-22 20:07:00 main:581] : INFO : Epoch 1785 | loss: 0.031142 | val_loss: 0.0311538 | Time: 1348.77 ms [2021-03-22 20:07:01 main:581] : INFO : Epoch 1786 | loss: 0.0311375 | val_loss: 0.0311512 | Time: 1345.55 ms [2021-03-22 20:07:02 main:581] : INFO : Epoch 1787 | loss: 0.0311352 | val_loss: 0.0311516 | Time: 1347.67 ms [2021-03-22 20:07:04 main:581] : INFO : Epoch 1788 | loss: 0.0311349 | val_loss: 0.031157 | Time: 1344.58 ms [2021-03-22 20:07:05 main:581] : INFO : Epoch 1789 | loss: 0.0311355 | val_loss: 0.0311574 | Time: 1347.22 ms [2021-03-22 20:07:06 main:581] : INFO : Epoch 1790 | loss: 0.0311367 | val_loss: 0.0311599 | Time: 1344.47 ms [2021-03-22 20:07:08 main:581] : INFO : Epoch 1791 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 1345.85 ms [2021-03-22 20:07:09 main:581] : INFO : Epoch 1792 | loss: 0.0311331 | val_loss: 0.0311479 | Time: 1343.92 ms [2021-03-22 20:07:10 main:581] : INFO : Epoch 1793 | loss: 0.0311317 | val_loss: 0.0311498 | Time: 1347.26 ms [2021-03-22 20:07:12 main:581] : INFO : Epoch 1794 | loss: 0.0311314 | val_loss: 0.0311519 | Time: 1341.43 ms [2021-03-22 20:07:13 main:581] : INFO : Epoch 1795 | loss: 0.031135 | val_loss: 0.0311648 | Time: 1346.1 ms [2021-03-22 20:07:14 main:581] : INFO : Epoch 1796 | loss: 0.0311342 | val_loss: 0.0311512 | Time: 1344.28 ms [2021-03-22 20:07:16 main:581] : INFO : Epoch 1797 | loss: 0.0311341 | val_loss: 0.0311515 | Time: 1351.01 ms [2021-03-22 20:07:17 main:581] : INFO : Epoch 1798 | loss: 0.0311334 | val_loss: 0.0311514 | Time: 1347.96 ms [2021-03-22 20:07:19 main:581] : INFO : Epoch 1799 | loss: 0.0311315 | val_loss: 0.0311482 | Time: 1342.02 ms [2021-03-22 20:07:20 main:581] : INFO : Epoch 1800 | loss: 0.0311348 | val_loss: 0.031155 | Time: 1346.88 ms [2021-03-22 20:07:21 main:581] : INFO : Epoch 1801 | loss: 0.0311318 | val_loss: 0.0311491 | Time: 1345.35 ms [2021-03-22 20:07:23 main:581] : INFO : Epoch 1802 | loss: 0.0311334 | val_loss: 0.0311541 | Time: 1347.1 ms [2021-03-22 20:07:24 main:581] : INFO : Epoch 1803 | loss: 0.0311349 | val_loss: 0.0311493 | Time: 1345.93 ms [2021-03-22 20:07:25 main:581] : INFO : Epoch 1804 | loss: 0.0311364 | val_loss: 0.0311525 | Time: 1348.33 ms [2021-03-22 20:07:27 main:581] : INFO : Epoch 1805 | loss: 0.0311356 | val_loss: 0.0311541 | Time: 1347.12 ms [2021-03-22 20:07:28 main:581] : INFO : Epoch 1806 | loss: 0.0311334 | val_loss: 0.0311664 | Time: 1348.64 ms [2021-03-22 20:07:29 main:581] : INFO : Epoch 1807 | loss: 0.0311375 | val_loss: 0.0311493 | Time: 1343.2 ms [2021-03-22 20:07:31 main:581] : INFO : Epoch 1808 | loss: 0.0311306 | val_loss: 0.0311506 | Time: 1348.16 ms [2021-03-22 20:07:32 main:581] : INFO : Epoch 1809 | loss: 0.0311294 | val_loss: 0.0311499 | Time: 1344.99 ms [2021-03-22 20:07:33 main:581] : INFO : Epoch 1810 | loss: 0.0311318 | val_loss: 0.0311513 | Time: 1349.31 ms [2021-03-22 20:07:35 main:581] : INFO : Epoch 1811 | loss: 0.0311304 | val_loss: 0.0311491 | Time: 1344.52 ms [2021-03-22 20:07:36 main:581] : INFO : Epoch 1812 | loss: 0.0311284 | val_loss: 0.0311505 | Time: 1347.49 ms [2021-03-22 20:07:37 main:581] : INFO : Epoch 1813 | loss: 0.0311287 | val_loss: 0.0311513 | Time: 1344.54 ms [2021-03-22 20:07:39 main:581] : INFO : Epoch 1814 | loss: 0.0311399 | val_loss: 0.0311561 | Time: 1345.9 ms [2021-03-22 20:07:40 main:581] : INFO : Epoch 1815 | loss: 0.0311443 | val_loss: 0.0311616 | Time: 1343.35 ms [2021-03-22 20:07:41 main:581] : INFO : Epoch 1816 | loss: 0.0311416 | val_loss: 0.031157 | Time: 1348.36 ms [2021-03-22 20:07:43 main:581] : INFO : Epoch 1817 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 1344.67 ms [2021-03-22 20:07:44 main:581] : INFO : Epoch 1818 | loss: 0.0311398 | val_loss: 0.0311568 | Time: 1347.14 ms [2021-03-22 20:07:45 main:581] : INFO : Epoch 1819 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 1345.01 ms [2021-03-22 20:07:47 main:581] : INFO : Epoch 1820 | loss: 0.0311378 | val_loss: 0.0311542 | Time: 1347.42 ms [2021-03-22 20:07:48 main:581] : INFO : Epoch 1821 | loss: 0.0311423 | val_loss: 0.0311551 | Time: 1349.35 ms [2021-03-22 20:07:49 main:581] : INFO : Epoch 1822 | loss: 0.0311385 | val_loss: 0.0311559 | Time: 1345.1 ms [2021-03-22 20:07:51 main:581] : INFO : Epoch 1823 | loss: 0.0311378 | val_loss: 0.0311529 | Time: 1349.37 ms [2021-03-22 20:07:52 main:581] : INFO : Epoch 1824 | loss: 0.0311362 | val_loss: 0.031159 | Time: 1344.61 ms [2021-03-22 20:07:54 main:581] : INFO : Epoch 1825 | loss: 0.0311352 | val_loss: 0.0311508 | Time: 1348.16 ms [2021-03-22 20:07:55 main:581] : INFO : Epoch 1826 | loss: 0.0311335 | val_loss: 0.0311498 | Time: 1345.42 ms [2021-03-22 20:07:56 main:581] : INFO : Epoch 1827 | loss: 0.0311414 | val_loss: 0.0311493 | Time: 1349.27 ms [2021-03-22 20:07:58 main:581] : INFO : Epoch 1828 | loss: 0.0311411 | val_loss: 0.031154 | Time: 1348.3 ms [2021-03-22 20:07:59 main:581] : INFO : Epoch 1829 | loss: 0.0311373 | val_loss: 0.0311519 | Time: 1349.27 ms [2021-03-22 20:08:00 main:581] : INFO : Epoch 1830 | loss: 0.0311348 | val_loss: 0.0311478 | Time: 1345.28 ms [2021-03-22 20:08:02 main:581] : INFO : Epoch 1831 | loss: 0.0311363 | val_loss: 0.031148 | Time: 1349.29 ms [2021-03-22 20:08:03 main:581] : INFO : Epoch 1832 | loss: 0.0311365 | val_loss: 0.0311494 | Time: 1345.7 ms [2021-03-22 20:08:04 main:581] : INFO : Epoch 1833 | loss: 0.0311356 | val_loss: 0.0311501 | Time: 1348.66 ms [2021-03-22 20:08:06 main:581] : INFO : Epoch 1834 | loss: 0.0311358 | val_loss: 0.0311516 | Time: 1344.75 ms [2021-03-22 20:08:07 main:581] : INFO : Epoch 1835 | loss: 0.0311346 | val_loss: 0.0311468 | Time: 1347.36 ms [2021-03-22 20:08:08 main:581] : INFO : Epoch 1836 | loss: 0.0311346 | val_loss: 0.0311484 | Time: 1343.5 ms [2021-03-22 20:08:10 main:581] : INFO : Epoch 1837 | loss: 0.0311335 | val_loss: 0.0311499 | Time: 1347.31 ms [2021-03-22 20:08:11 main:581] : INFO : Epoch 1838 | loss: 0.0311324 | val_loss: 0.0311501 | Time: 1343 ms [2021-03-22 20:08:12 main:581] : INFO : Epoch 1839 | loss: 0.0311312 | val_loss: 0.0311515 | Time: 1354 ms [2021-03-22 20:08:14 main:581] : INFO : Epoch 1840 | loss: 0.0311332 | val_loss: 0.0311494 | Time: 1352.02 ms [2021-03-22 20:08:15 main:581] : INFO : Epoch 1841 | loss: 0.0311318 | val_loss: 0.0311508 | Time: 1354.7 ms [2021-03-22 20:08:16 main:581] : INFO : Epoch 1842 | loss: 0.0311309 | val_loss: 0.0311498 | Time: 1354.19 ms [2021-03-22 20:08:18 main:581] : INFO : Epoch 1843 | loss: 0.0311307 | val_loss: 0.0311488 | Time: 1354.5 ms [2021-03-22 20:08:19 main:581] : INFO : Epoch 1844 | loss: 0.0311306 | val_loss: 0.0311488 | Time: 1357.19 ms [2021-03-22 20:08:21 main:581] : INFO : Epoch 1845 | loss: 0.0311289 | val_loss: 0.0311493 | Time: 1353.31 ms [2021-03-22 20:08:22 main:581] : INFO : Epoch 1846 | loss: 0.0311309 | val_loss: 0.0311505 | Time: 1355.19 ms [2021-03-22 20:08:23 main:581] : INFO : Epoch 1847 | loss: 0.0311275 | val_loss: 0.0311492 | Time: 1350.52 ms [2021-03-22 20:08:25 main:581] : INFO : Epoch 1848 | loss: 0.0311282 | val_loss: 0.0311468 | Time: 1355.83 ms [2021-03-22 20:08:26 main:581] : INFO : Epoch 1849 | loss: 0.0311277 | val_loss: 0.0311522 | Time: 1352.01 ms [2021-03-22 20:08:27 main:581] : INFO : Epoch 1850 | loss: 0.0311289 | val_loss: 0.0311484 | Time: 1354.75 ms [2021-03-22 20:08:29 main:581] : INFO : Epoch 1851 | loss: 0.0311294 | val_loss: 0.0311474 | Time: 1340.02 ms [2021-03-22 20:08:30 main:581] : INFO : Epoch 1852 | loss: 0.031128 | val_loss: 0.0311499 | Time: 1342.15 ms [2021-03-22 20:08:31 main:581] : INFO : Epoch 1853 | loss: 0.0311268 | val_loss: 0.0311499 | Time: 1337.52 ms [2021-03-22 20:08:33 main:581] : INFO : Epoch 1854 | loss: 0.0311268 | val_loss: 0.0311506 | Time: 1341.08 ms [2021-03-22 20:08:34 main:581] : INFO : Epoch 1855 | loss: 0.0311294 | val_loss: 0.031153 | Time: 1338.63 ms [2021-03-22 20:08:35 main:581] : INFO : Epoch 1856 | loss: 0.0311273 | val_loss: 0.0311482 | Time: 1342.68 ms [2021-03-22 20:08:37 main:581] : INFO : Epoch 1857 | loss: 0.0311282 | val_loss: 0.0311549 | Time: 1338.94 ms [2021-03-22 20:08:38 main:581] : INFO : Epoch 1858 | loss: 0.0311318 | val_loss: 0.0311502 | Time: 1349.43 ms [2021-03-22 20:08:39 main:581] : INFO : Epoch 1859 | loss: 0.0311302 | val_loss: 0.0311529 | Time: 1349.81 ms [2021-03-22 20:08:41 main:581] : INFO : Epoch 1860 | loss: 0.0311274 | val_loss: 0.0311516 | Time: 1344.85 ms [2021-03-22 20:08:42 main:581] : INFO : Epoch 1861 | loss: 0.031127 | val_loss: 0.0311521 | Time: 1340.14 ms [2021-03-22 20:08:43 main:581] : INFO : Epoch 1862 | loss: 0.0311267 | val_loss: 0.0311499 | Time: 1341.08 ms [2021-03-22 20:08:45 main:581] : INFO : Epoch 1863 | loss: 0.0311282 | val_loss: 0.0311515 | Time: 1340.42 ms [2021-03-22 20:08:46 main:581] : INFO : Epoch 1864 | loss: 0.0311263 | val_loss: 0.03115 | Time: 1354.7 ms [2021-03-22 20:08:47 main:581] : INFO : Epoch 1865 | loss: 0.0311287 | val_loss: 0.0311601 | Time: 1352.35 ms [2021-03-22 20:08:49 main:581] : INFO : Epoch 1866 | loss: 0.0311327 | val_loss: 0.031149 | Time: 1352.05 ms [2021-03-22 20:08:50 main:581] : INFO : Epoch 1867 | loss: 0.0311374 | val_loss: 0.0311516 | Time: 1352.75 ms [2021-03-22 20:08:52 main:581] : INFO : Epoch 1868 | loss: 0.0311437 | val_loss: 0.0311561 | Time: 1350.32 ms [2021-03-22 20:08:53 main:581] : INFO : Epoch 1869 | loss: 0.0311465 | val_loss: 0.0311555 | Time: 1356.14 ms [2021-03-22 20:08:54 main:581] : INFO : Epoch 1870 | loss: 0.0311447 | val_loss: 0.0311545 | Time: 1351.43 ms [2021-03-22 20:08:56 main:581] : INFO : Epoch 1871 | loss: 0.0311408 | val_loss: 0.0311539 | Time: 1355.83 ms [2021-03-22 20:08:57 main:581] : INFO : Epoch 1872 | loss: 0.0311396 | val_loss: 0.0311491 | Time: 1350.29 ms [2021-03-22 20:08:58 main:581] : INFO : Epoch 1873 | loss: 0.0311399 | val_loss: 0.0311518 | Time: 1352.36 ms [2021-03-22 20:09:00 main:581] : INFO : Epoch 1874 | loss: 0.0311354 | val_loss: 0.0311517 | Time: 1341.9 ms [2021-03-22 20:09:01 main:581] : INFO : Epoch 1875 | loss: 0.0311344 | val_loss: 0.0311516 | Time: 1344.46 ms [2021-03-22 20:09:02 main:581] : INFO : Epoch 1876 | loss: 0.0311312 | val_loss: 0.0311512 | Time: 1341.36 ms [2021-03-22 20:09:04 main:581] : INFO : Epoch 1877 | loss: 0.0311313 | val_loss: 0.0311478 | Time: 1344.17 ms [2021-03-22 20:09:05 main:581] : INFO : Epoch 1878 | loss: 0.0311303 | val_loss: 0.0311482 | Time: 1338.88 ms [2021-03-22 20:09:06 main:581] : INFO : Epoch 1879 | loss: 0.0311318 | val_loss: 0.0311499 | Time: 1343.18 ms [2021-03-22 20:09:08 main:581] : INFO : Epoch 1880 | loss: 0.0311336 | val_loss: 0.031153 | Time: 1340.06 ms [2021-03-22 20:09:09 main:581] : INFO : Epoch 1881 | loss: 0.0311331 | val_loss: 0.0311496 | Time: 1341.9 ms [2021-03-22 20:09:10 main:581] : INFO : Epoch 1882 | loss: 0.0311324 | val_loss: 0.0311513 | Time: 1338.3 ms [2021-03-22 20:09:12 main:581] : INFO : Epoch 1883 | loss: 0.0311312 | val_loss: 0.0311482 | Time: 1343.07 ms [2021-03-22 20:09:13 main:581] : INFO : Epoch 1884 | loss: 0.0311283 | val_loss: 0.0311457 | Time: 1339.51 ms [2021-03-22 20:09:14 main:581] : INFO : Epoch 1885 | loss: 0.0311276 | val_loss: 0.0311485 | Time: 1345.2 ms [2021-03-22 20:09:16 main:581] : INFO : Epoch 1886 | loss: 0.0311299 | val_loss: 0.0311487 | Time: 1340.49 ms [2021-03-22 20:09:17 main:581] : INFO : Epoch 1887 | loss: 0.0311341 | val_loss: 0.0311512 | Time: 1354.94 ms [2021-03-22 20:09:18 main:581] : INFO : Epoch 1888 | loss: 0.0311376 | val_loss: 0.0311495 | Time: 1351.22 ms [2021-03-22 20:09:20 main:581] : INFO : Epoch 1889 | loss: 0.0311369 | val_loss: 0.0311512 | Time: 1356.78 ms [2021-03-22 20:09:21 main:581] : INFO : Epoch 1890 | loss: 0.0311365 | val_loss: 0.0311549 | Time: 1356.88 ms [2021-03-22 20:09:22 main:581] : INFO : Epoch 1891 | loss: 0.0311339 | val_loss: 0.031146 | Time: 1349.53 ms [2021-03-22 20:09:24 main:581] : INFO : Epoch 1892 | loss: 0.0311324 | val_loss: 0.031148 | Time: 1359.11 ms [2021-03-22 20:09:25 main:581] : INFO : Epoch 1893 | loss: 0.0311343 | val_loss: 0.0311485 | Time: 1356.9 ms [2021-03-22 20:09:27 main:581] : INFO : Epoch 1894 | loss: 0.031132 | val_loss: 0.031146 | Time: 1361.62 ms [2021-03-22 20:09:28 main:581] : INFO : Epoch 1895 | loss: 0.0311313 | val_loss: 0.0311452 | Time: 1361.92 ms [2021-03-22 20:09:29 main:581] : INFO : Epoch 1896 | loss: 0.0311281 | val_loss: 0.0311455 | Time: 1357.21 ms [2021-03-22 20:09:31 main:581] : INFO : Epoch 1897 | loss: 0.0311305 | val_loss: 0.0311462 | Time: 1358.37 ms [2021-03-22 20:09:32 main:581] : INFO : Epoch 1898 | loss: 0.0311302 | val_loss: 0.0311478 | Time: 1360.61 ms [2021-03-22 20:09:33 main:581] : INFO : Epoch 1899 | loss: 0.0311298 | val_loss: 0.0311437 | Time: 1355.61 ms [2021-03-22 20:09:35 main:581] : INFO : Epoch 1900 | loss: 0.0311353 | val_loss: 0.0311468 | Time: 1362.87 ms [2021-03-22 20:09:36 main:581] : INFO : Epoch 1901 | loss: 0.031131 | val_loss: 0.0311454 | Time: 1356.71 ms [2021-03-22 20:09:37 main:581] : INFO : Epoch 1902 | loss: 0.0311313 | val_loss: 0.031146 | Time: 1361.56 ms [2021-03-22 20:09:39 main:581] : INFO : Epoch 1903 | loss: 0.0311277 | val_loss: 0.0311446 | Time: 1357.35 ms [2021-03-22 20:09:40 main:581] : INFO : Epoch 1904 | loss: 0.0311281 | val_loss: 0.0311436 | Time: 1361.91 ms [2021-03-22 20:09:42 main:581] : INFO : Epoch 1905 | loss: 0.0311262 | val_loss: 0.0311444 | Time: 1359.86 ms [2021-03-22 20:09:43 main:581] : INFO : Epoch 1906 | loss: 0.0311267 | val_loss: 0.0311463 | Time: 1363.03 ms [2021-03-22 20:09:44 main:581] : INFO : Epoch 1907 | loss: 0.0311262 | val_loss: 0.0311437 | Time: 1361.15 ms [2021-03-22 20:09:46 main:581] : INFO : Epoch 1908 | loss: 0.0311269 | val_loss: 0.031146 | Time: 1354.61 ms [2021-03-22 20:09:47 main:581] : INFO : Epoch 1909 | loss: 0.031125 | val_loss: 0.0311451 | Time: 1360.47 ms [2021-03-22 20:09:48 main:581] : INFO : Epoch 1910 | loss: 0.0311245 | val_loss: 0.0311469 | Time: 1358.9 ms [2021-03-22 20:09:50 main:581] : INFO : Epoch 1911 | loss: 0.0311244 | val_loss: 0.0311513 | Time: 1359.73 ms [2021-03-22 20:09:51 main:581] : INFO : Epoch 1912 | loss: 0.0311273 | val_loss: 0.031147 | Time: 1354.04 ms [2021-03-22 20:09:52 main:581] : INFO : Epoch 1913 | loss: 0.031125 | val_loss: 0.031147 | Time: 1360.39 ms [2021-03-22 20:09:54 main:581] : INFO : Epoch 1914 | loss: 0.0311248 | val_loss: 0.031154 | Time: 1357.35 ms [2021-03-22 20:09:55 main:581] : INFO : Epoch 1915 | loss: 0.0311262 | val_loss: 0.0311486 | Time: 1366.92 ms [2021-03-22 20:09:56 main:581] : INFO : Epoch 1916 | loss: 0.031125 | val_loss: 0.03115 | Time: 1367.54 ms [2021-03-22 20:09:58 main:581] : INFO : Epoch 1917 | loss: 0.0311256 | val_loss: 0.031152 | Time: 1365.46 ms [2021-03-22 20:09:59 main:581] : INFO : Epoch 1918 | loss: 0.0311252 | val_loss: 0.0311466 | Time: 1364.6 ms [2021-03-22 20:10:01 main:581] : INFO : Epoch 1919 | loss: 0.0311239 | val_loss: 0.0311473 | Time: 1367.68 ms [2021-03-22 20:10:02 main:581] : INFO : Epoch 1920 | loss: 0.0311228 | val_loss: 0.0311479 | Time: 1358.42 ms [2021-03-22 20:10:03 main:581] : INFO : Epoch 1921 | loss: 0.0311246 | val_loss: 0.0311542 | Time: 1368.7 ms [2021-03-22 20:10:05 main:581] : INFO : Epoch 1922 | loss: 0.0311305 | val_loss: 0.031149 | Time: 1367.09 ms [2021-03-22 20:10:06 main:581] : INFO : Epoch 1923 | loss: 0.0311278 | val_loss: 0.0311473 | Time: 1368.45 ms [2021-03-22 20:10:07 main:581] : INFO : Epoch 1924 | loss: 0.0311257 | val_loss: 0.0311487 | Time: 1361.63 ms [2021-03-22 20:10:09 main:581] : INFO : Epoch 1925 | loss: 0.0311253 | val_loss: 0.0311497 | Time: 1367.7 ms [2021-03-22 20:10:10 main:581] : INFO : Epoch 1926 | loss: 0.0311255 | val_loss: 0.0311453 | Time: 1368.07 ms [2021-03-22 20:10:12 main:581] : INFO : Epoch 1927 | loss: 0.031123 | val_loss: 0.0311489 | Time: 1361.62 ms [2021-03-22 20:10:13 main:581] : INFO : Epoch 1928 | loss: 0.0311231 | val_loss: 0.0311444 | Time: 1368.68 ms [2021-03-22 20:10:14 main:581] : INFO : Epoch 1929 | loss: 0.0311251 | val_loss: 0.0311448 | Time: 1362.75 ms [2021-03-22 20:10:16 main:581] : INFO : Epoch 1930 | loss: 0.0311229 | val_loss: 0.0311422 | Time: 1368.69 ms [2021-03-22 20:10:17 main:581] : INFO : Epoch 1931 | loss: 0.0311241 | val_loss: 0.0311449 | Time: 1367.36 ms [2021-03-22 20:10:18 main:581] : INFO : Epoch 1932 | loss: 0.0311246 | val_loss: 0.0311459 | Time: 1365.57 ms [2021-03-22 20:10:20 main:581] : INFO : Epoch 1933 | loss: 0.0311224 | val_loss: 0.0311426 | Time: 1358.66 ms [2021-03-22 20:10:21 main:581] : INFO : Epoch 1934 | loss: 0.0311214 | val_loss: 0.0311432 | Time: 1362.62 ms [2021-03-22 20:10:22 main:581] : INFO : Epoch 1935 | loss: 0.0311225 | val_loss: 0.0311447 | Time: 1361.42 ms [2021-03-22 20:10:24 main:581] : INFO : Epoch 1936 | loss: 0.0311222 | val_loss: 0.0311451 | Time: 1357.17 ms [2021-03-22 20:10:25 main:581] : INFO : Epoch 1937 | loss: 0.031122 | val_loss: 0.0311416 | Time: 1361.04 ms [2021-03-22 20:10:26 main:581] : INFO : Epoch 1938 | loss: 0.0311227 | val_loss: 0.0311468 | Time: 1364.06 ms [2021-03-22 20:10:28 main:581] : INFO : Epoch 1939 | loss: 0.0311229 | val_loss: 0.0311468 | Time: 1360.78 ms [2021-03-22 20:10:29 main:581] : INFO : Epoch 1940 | loss: 0.0311216 | val_loss: 0.0311461 | Time: 1362.59 ms [2021-03-22 20:10:31 main:581] : INFO : Epoch 1941 | loss: 0.0311223 | val_loss: 0.0311476 | Time: 1358.72 ms [2021-03-22 20:10:32 main:581] : INFO : Epoch 1942 | loss: 0.0311208 | val_loss: 0.0311482 | Time: 1364.51 ms [2021-03-22 20:10:33 main:581] : INFO : Epoch 1943 | loss: 0.0311215 | val_loss: 0.0311451 | Time: 1362.74 ms [2021-03-22 20:10:35 main:581] : INFO : Epoch 1944 | loss: 0.0311215 | val_loss: 0.0311494 | Time: 1359.08 ms [2021-03-22 20:10:36 main:581] : INFO : Epoch 1945 | loss: 0.0311231 | val_loss: 0.0311496 | Time: 1358.69 ms [2021-03-22 20:10:37 main:581] : INFO : Epoch 1946 | loss: 0.0311227 | val_loss: 0.0311462 | Time: 1362.07 ms [2021-03-22 20:10:39 main:581] : INFO : Epoch 1947 | loss: 0.031121 | val_loss: 0.031146 | Time: 1364.98 ms [2021-03-22 20:10:40 main:581] : INFO : Epoch 1948 | loss: 0.0311207 | val_loss: 0.0311498 | Time: 1356.4 ms [2021-03-22 20:10:41 main:581] : INFO : Epoch 1949 | loss: 0.0311184 | val_loss: 0.0311481 | Time: 1362.51 ms [2021-03-22 20:10:43 main:581] : INFO : Epoch 1950 | loss: 0.0311195 | val_loss: 0.0311462 | Time: 1360.48 ms [2021-03-22 20:10:44 main:581] : INFO : Epoch 1951 | loss: 0.0311198 | val_loss: 0.0311443 | Time: 1363.77 ms [2021-03-22 20:10:46 main:581] : INFO : Epoch 1952 | loss: 0.0311203 | val_loss: 0.0311511 | Time: 1360.15 ms [2021-03-22 20:10:47 main:581] : INFO : Epoch 1953 | loss: 0.0311187 | val_loss: 0.0311494 | Time: 1358.86 ms [2021-03-22 20:10:48 main:581] : INFO : Epoch 1954 | loss: 0.0311216 | val_loss: 0.0311541 | Time: 1358.51 ms [2021-03-22 20:10:50 main:581] : INFO : Epoch 1955 | loss: 0.0311218 | val_loss: 0.0311494 | Time: 1354.1 ms [2021-03-22 20:10:51 main:581] : INFO : Epoch 1956 | loss: 0.031121 | val_loss: 0.0311525 | Time: 1358.54 ms [2021-03-22 20:10:52 main:581] : INFO : Epoch 1957 | loss: 0.0311228 | val_loss: 0.0311594 | Time: 1360.59 ms [2021-03-22 20:10:54 main:581] : INFO : Epoch 1958 | loss: 0.0311231 | val_loss: 0.0311496 | Time: 1359.96 ms [2021-03-22 20:10:55 main:581] : INFO : Epoch 1959 | loss: 0.0311212 | val_loss: 0.0311495 | Time: 1356.24 ms [2021-03-22 20:10:56 main:581] : INFO : Epoch 1960 | loss: 0.0311229 | val_loss: 0.031152 | Time: 1359.61 ms [2021-03-22 20:10:58 main:581] : INFO : Epoch 1961 | loss: 0.0311226 | val_loss: 0.0311471 | Time: 1361.72 ms [2021-03-22 20:10:59 main:581] : INFO : Epoch 1962 | loss: 0.0311211 | val_loss: 0.0311464 | Time: 1359.66 ms [2021-03-22 20:11:01 main:581] : INFO : Epoch 1963 | loss: 0.0311222 | val_loss: 0.0311462 | Time: 1358.12 ms [2021-03-22 20:11:02 main:581] : INFO : Epoch 1964 | loss: 0.0311223 | val_loss: 0.0311446 | Time: 1361.71 ms [2021-03-22 20:11:03 main:581] : INFO : Epoch 1965 | loss: 0.0311262 | val_loss: 0.0311498 | Time: 1360.58 ms [2021-03-22 20:11:05 main:581] : INFO : Epoch 1966 | loss: 0.0311231 | val_loss: 0.0311501 | Time: 1362.43 ms [2021-03-22 20:11:06 main:581] : INFO : Epoch 1967 | loss: 0.0311234 | val_loss: 0.0311494 | Time: 1354.79 ms [2021-03-22 20:11:07 main:581] : INFO : Epoch 1968 | loss: 0.0311373 | val_loss: 0.0311551 | Time: 1359.38 ms [2021-03-22 20:11:09 main:581] : INFO : Epoch 1969 | loss: 0.0311473 | val_loss: 0.0311665 | Time: 1358.82 ms [2021-03-22 20:11:10 main:581] : INFO : Epoch 1970 | loss: 0.0311543 | val_loss: 0.0311562 | Time: 1360.19 ms [2021-03-22 20:11:11 main:581] : INFO : Epoch 1971 | loss: 0.0311459 | val_loss: 0.0311553 | Time: 1358.2 ms [2021-03-22 20:11:13 main:581] : INFO : Epoch 1972 | loss: 0.0311432 | val_loss: 0.0311512 | Time: 1362.73 ms [2021-03-22 20:11:14 main:581] : INFO : Epoch 1973 | loss: 0.0311401 | val_loss: 0.0311535 | Time: 1353.57 ms [2021-03-22 20:11:15 main:581] : INFO : Epoch 1974 | loss: 0.0311392 | val_loss: 0.031156 | Time: 1363.73 ms [2021-03-22 20:11:17 main:581] : INFO : Epoch 1975 | loss: 0.0311386 | val_loss: 0.0311531 | Time: 1359.15 ms [2021-03-22 20:11:18 main:581] : INFO : Epoch 1976 | loss: 0.0311371 | val_loss: 0.0311548 | Time: 1355.57 ms [2021-03-22 20:11:20 main:581] : INFO : Epoch 1977 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 1360.39 ms [2021-03-22 20:11:21 main:581] : INFO : Epoch 1978 | loss: 0.0311405 | val_loss: 0.0311539 | Time: 1362.2 ms [2021-03-22 20:11:22 main:581] : INFO : Epoch 1979 | loss: 0.0311369 | val_loss: 0.0311506 | Time: 1355.93 ms [2021-03-22 20:11:24 main:581] : INFO : Epoch 1980 | loss: 0.0311351 | val_loss: 0.0311495 | Time: 1363.06 ms [2021-03-22 20:11:25 main:581] : INFO : Epoch 1981 | loss: 0.031135 | val_loss: 0.0311511 | Time: 1360.76 ms [2021-03-22 20:11:26 main:581] : INFO : Epoch 1982 | loss: 0.0311353 | val_loss: 0.031156 | Time: 1354.21 ms [2021-03-22 20:11:28 main:581] : INFO : Epoch 1983 | loss: 0.0311363 | val_loss: 0.0311556 | Time: 1363.2 ms [2021-03-22 20:11:29 main:581] : INFO : Epoch 1984 | loss: 0.031136 | val_loss: 0.0311576 | Time: 1359.09 ms [2021-03-22 20:11:30 main:581] : INFO : Epoch 1985 | loss: 0.0311368 | val_loss: 0.0311477 | Time: 1361.41 ms [2021-03-22 20:11:32 main:581] : INFO : Epoch 1986 | loss: 0.0311337 | val_loss: 0.0311472 | Time: 1353.72 ms [2021-03-22 20:11:33 main:581] : INFO : Epoch 1987 | loss: 0.0311373 | val_loss: 0.0311523 | Time: 1361.93 ms [2021-03-22 20:11:34 main:581] : INFO : Epoch 1988 | loss: 0.0311382 | val_loss: 0.0311487 | Time: 1359.64 ms [2021-03-22 20:11:36 main:581] : INFO : Epoch 1989 | loss: 0.0311341 | val_loss: 0.031148 | Time: 1360.46 ms [2021-03-22 20:11:37 main:581] : INFO : Epoch 1990 | loss: 0.0311345 | val_loss: 0.03115 | Time: 1354.11 ms [2021-03-22 20:11:39 main:581] : INFO : Epoch 1991 | loss: 0.0311393 | val_loss: 0.0311571 | Time: 1363.71 ms [2021-03-22 20:11:40 main:581] : INFO : Epoch 1992 | loss: 0.0311369 | val_loss: 0.0311503 | Time: 1360.6 ms [2021-03-22 20:11:41 main:581] : INFO : Epoch 1993 | loss: 0.0311365 | val_loss: 0.0311493 | Time: 1363.69 ms [2021-03-22 20:11:43 main:581] : INFO : Epoch 1994 | loss: 0.0311344 | val_loss: 0.0311512 | Time: 1361.1 ms [2021-03-22 20:11:44 main:581] : INFO : Epoch 1995 | loss: 0.0311349 | val_loss: 0.0311502 | Time: 1358.28 ms [2021-03-22 20:11:45 main:581] : INFO : Epoch 1996 | loss: 0.0311362 | val_loss: 0.0311481 | Time: 1361.36 ms [2021-03-22 20:11:47 main:581] : INFO : Epoch 1997 | loss: 0.0311351 | val_loss: 0.0311474 | Time: 1364.52 ms [2021-03-22 20:11:48 main:581] : INFO : Epoch 1998 | loss: 0.0311342 | val_loss: 0.0311502 | Time: 1361.26 ms [2021-03-22 20:11:49 main:581] : INFO : Epoch 1999 | loss: 0.0311319 | val_loss: 0.0311507 | Time: 1355.47 ms [2021-03-22 20:11:51 main:581] : INFO : Epoch 2000 | loss: 0.0311316 | val_loss: 0.0311486 | Time: 1362.1 ms [2021-03-22 20:11:52 main:581] : INFO : Epoch 2001 | loss: 0.031132 | val_loss: 0.0311475 | Time: 1358.81 ms [2021-03-22 20:11:54 main:581] : INFO : Epoch 2002 | loss: 0.0311325 | val_loss: 0.0311538 | Time: 1362.71 ms [2021-03-22 20:11:55 main:581] : INFO : Epoch 2003 | loss: 0.031132 | val_loss: 0.031147 | Time: 1361.04 ms [2021-03-22 20:11:56 main:581] : INFO : Epoch 2004 | loss: 0.0311322 | val_loss: 0.0311465 | Time: 1357.71 ms [2021-03-22 20:11:58 main:581] : INFO : Epoch 2005 | loss: 0.0311311 | val_loss: 0.031149 | Time: 1359.14 ms [2021-03-22 20:11:59 main:581] : INFO : Epoch 2006 | loss: 0.0311322 | val_loss: 0.0311473 | Time: 1362.38 ms [2021-03-22 20:12:00 main:581] : INFO : Epoch 2007 | loss: 0.0311287 | val_loss: 0.0311493 | Time: 1360.87 ms [2021-03-22 20:12:02 main:581] : INFO : Epoch 2008 | loss: 0.0311272 | val_loss: 0.0311469 | Time: 1359.05 ms [2021-03-22 20:12:03 main:581] : INFO : Epoch 2009 | loss: 0.0311262 | val_loss: 0.0311468 | Time: 1361.64 ms [2021-03-22 20:12:04 main:581] : INFO : Epoch 2010 | loss: 0.0311278 | val_loss: 0.0311514 | Time: 1364.42 ms [2021-03-22 20:12:06 main:581] : INFO : Epoch 2011 | loss: 0.0311264 | val_loss: 0.0311498 | Time: 1359.94 ms [2021-03-22 20:12:07 main:581] : INFO : Epoch 2012 | loss: 0.0311273 | val_loss: 0.0311475 | Time: 1352.54 ms [2021-03-22 20:12:08 main:581] : INFO : Epoch 2013 | loss: 0.0311261 | val_loss: 0.0311464 | Time: 1338.47 ms [2021-03-22 20:12:10 main:581] : INFO : Epoch 2014 | loss: 0.0311241 | val_loss: 0.0311442 | Time: 1343.07 ms [2021-03-22 20:12:11 main:581] : INFO : Epoch 2015 | loss: 0.0311254 | val_loss: 0.0311472 | Time: 1339.78 ms [2021-03-22 20:12:13 main:581] : INFO : Epoch 2016 | loss: 0.0311264 | val_loss: 0.0311448 | Time: 1341.46 ms [2021-03-22 20:12:14 main:581] : INFO : Epoch 2017 | loss: 0.0311242 | val_loss: 0.0311446 | Time: 1337.69 ms [2021-03-22 20:12:15 main:581] : INFO : Epoch 2018 | loss: 0.0311243 | val_loss: 0.0311476 | Time: 1343.03 ms [2021-03-22 20:12:17 main:581] : INFO : Epoch 2019 | loss: 0.031125 | val_loss: 0.0311482 | Time: 1339.15 ms [2021-03-22 20:12:18 main:581] : INFO : Epoch 2020 | loss: 0.0311257 | val_loss: 0.0311458 | Time: 1343.25 ms [2021-03-22 20:12:19 main:581] : INFO : Epoch 2021 | loss: 0.0311283 | val_loss: 0.0311469 | Time: 1343.31 ms [2021-03-22 20:12:21 main:581] : INFO : Epoch 2022 | loss: 0.0311369 | val_loss: 0.0311486 | Time: 1339.05 ms [2021-03-22 20:12:22 main:581] : INFO : Epoch 2023 | loss: 0.0311436 | val_loss: 0.0311481 | Time: 1343.68 ms [2021-03-22 20:12:23 main:581] : INFO : Epoch 2024 | loss: 0.0311364 | val_loss: 0.0311485 | Time: 1340.76 ms [2021-03-22 20:12:25 main:581] : INFO : Epoch 2025 | loss: 0.0311347 | val_loss: 0.0311489 | Time: 1343.25 ms [2021-03-22 20:12:26 main:581] : INFO : Epoch 2026 | loss: 0.0311326 | val_loss: 0.0311472 | Time: 1340.11 ms [2021-03-22 20:12:27 main:581] : INFO : Epoch 2027 | loss: 0.0311318 | val_loss: 0.03115 | Time: 1343.33 ms [2021-03-22 20:12:29 main:581] : INFO : Epoch 2028 | loss: 0.0311329 | val_loss: 0.0311499 | Time: 1340.66 ms [2021-03-22 20:12:30 main:581] : INFO : Epoch 2029 | loss: 0.0311334 | val_loss: 0.0311499 | Time: 1342.66 ms [2021-03-22 20:12:31 main:581] : INFO : Epoch 2030 | loss: 0.0311318 | val_loss: 0.0311549 | Time: 1337.1 ms [2021-03-22 20:12:33 main:581] : INFO : Epoch 2031 | loss: 0.0311306 | val_loss: 0.0311512 | Time: 1342.62 ms [2021-03-22 20:12:34 main:581] : INFO : Epoch 2032 | loss: 0.0311298 | val_loss: 0.0311433 | Time: 1339.13 ms [2021-03-22 20:12:35 main:581] : INFO : Epoch 2033 | loss: 0.0311288 | val_loss: 0.0311518 | Time: 1342.87 ms [2021-03-22 20:12:37 main:581] : INFO : Epoch 2034 | loss: 0.0311304 | val_loss: 0.0311482 | Time: 1340.16 ms [2021-03-22 20:12:38 main:581] : INFO : Epoch 2035 | loss: 0.0311302 | val_loss: 0.0311569 | Time: 1342.71 ms [2021-03-22 20:12:39 main:581] : INFO : Epoch 2036 | loss: 0.031132 | val_loss: 0.0311523 | Time: 1339.46 ms [2021-03-22 20:12:41 main:581] : INFO : Epoch 2037 | loss: 0.03113 | val_loss: 0.0311524 | Time: 1344.23 ms [2021-03-22 20:12:42 main:581] : INFO : Epoch 2038 | loss: 0.0311277 | val_loss: 0.031151 | Time: 1339.64 ms [2021-03-22 20:12:43 main:581] : INFO : Epoch 2039 | loss: 0.0311298 | val_loss: 0.0311455 | Time: 1350.45 ms [2021-03-22 20:12:45 main:581] : INFO : Epoch 2040 | loss: 0.0311301 | val_loss: 0.0311479 | Time: 1344.14 ms [2021-03-22 20:12:46 main:581] : INFO : Epoch 2041 | loss: 0.0311286 | val_loss: 0.0311505 | Time: 1347.71 ms [2021-03-22 20:12:47 main:581] : INFO : Epoch 2042 | loss: 0.0311298 | val_loss: 0.0311517 | Time: 1344.97 ms [2021-03-22 20:12:49 main:581] : INFO : Epoch 2043 | loss: 0.0311313 | val_loss: 0.0311481 | Time: 1349 ms [2021-03-22 20:12:50 main:581] : INFO : Epoch 2044 | loss: 0.0311293 | val_loss: 0.0311512 | Time: 1347.31 ms [2021-03-22 20:12:51 main:581] : INFO : Epoch 2045 | loss: 0.0311283 | val_loss: 0.0311474 | Time: 1346.27 ms [2021-03-22 20:12:53 main:581] : INFO : Epoch 2046 | loss: 0.0311287 | val_loss: 0.0311476 | Time: 1350.26 ms [2021-03-22 20:12:54 main:581] : INFO : Epoch 2047 | loss: 0.0311276 | val_loss: 0.0311449 | Time: 1346.97 ms [2021-03-22 20:12:55 main:581] : INFO : Epoch 2048 | loss: 0.0311295 | val_loss: 0.0311501 | Time: 1349.14 ms [2021-03-22 20:12:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311501 [2021-03-22 20:12:55 main:610] : INFO : Saving end state to config to file [2021-03-22 20:12:55 main:615] : INFO : Success, exiting.. 20:12:55 (472324): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)