Task 12954027
| Name | ParityModified-1647041012-15384-0_0 |
| Workunit | 10086354 |
| Created | 11 Mar 2022, 23:23:36 UTC |
| Sent | 14 Mar 2022, 0:00:52 UTC |
| Report deadline | 22 Mar 2022, 0:00:52 UTC |
| Received | 19 Mar 2022, 21:37:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 49 min 2 sec |
| CPU time | 46 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 3 18:37:37 main:574] : INFO : Epoch 1542 | loss: 0.0310596 | val_loss: 0.0312596 | Time: 1337.41 ms [2022-03-13 18:37:39 main:574] : INFO : Epoch 1543 | loss: 0.031049 | val_loss: 0.0312373 | Time: 1459.95 ms [2022-03-13 18:37:40 main:574] : INFO : Epoch 1544 | loss: 0.0310555 | val_loss: 0.031233 | Time: 1417.17 ms [2022-03-13 18:37:42 main:574] : INFO : Epoch 1545 | loss: 0.0310546 | val_loss: 0.0312337 | Time: 1328.9 ms [2022-03-13 18:37:43 main:574] : INFO : Epoch 1546 | loss: 0.0310518 | val_loss: 0.0312513 | Time: 1333.09 ms [2022-03-13 18:37:44 main:574] : INFO : Epoch 1547 | loss: 0.0310536 | val_loss: 0.0312541 | Time: 1330.14 ms [2022-03-13 18:37:46 main:574] : INFO : Epoch 1548 | loss: 0.0310536 | val_loss: 0.0312453 | Time: 1335.47 ms [2022-03-13 18:37:47 main:574] : INFO : Epoch 1549 | loss: 0.0310533 | val_loss: 0.0312476 | Time: 1334.13 ms [2022-03-13 18:37:48 main:574] : INFO : Epoch 1550 | loss: 0.0310468 | val_loss: 0.0312534 | Time: 1361.33 ms [2022-03-13 18:37:50 main:574] : INFO : Epoch 1551 | loss: 0.0310477 | val_loss: 0.0312417 | Time: 1558.51 ms [2022-03-13 18:37:51 main:574] : INFO : Epoch 1552 | loss: 0.0310519 | val_loss: 0.031247 | Time: 1332.76 ms [2022-03-13 18:37:52 main:574] : INFO : Epoch 1553 | loss: 0.0310479 | val_loss: 0.0312621 | Time: 1338.43 ms [2022-03-13 18:37:54 main:574] : INFO : Epoch 1554 | loss: 0.0310506 | val_loss: 0.0312327 | Time: 1333.09 ms [2022-03-13 18:37:55 main:574] : INFO : Epoch 1555 | loss: 0.0310512 | val_loss: 0.0312618 | Time: 1336.49 ms [2022-03-13 18:37:56 main:574] : INFO : Epoch 1556 | loss: 0.0310744 | val_loss: 0.0312433 | Time: 1329.81 ms [2022-03-13 18:37:58 main:574] : INFO : Epoch 1557 | loss: 0.0310594 | val_loss: 0.0312469 | Time: 1329.46 ms [2022-03-13 18:38:00 main:574] : INFO : Epoch 1558 | loss: 0.0310585 | val_loss: 0.0312539 | Time: 1741 ms [2022-03-13 18:38:01 main:574] : INFO : Epoch 1559 | loss: 0.0310563 | val_loss: 0.0312481 | Time: 1345.28 ms [2022-03-13 18:38:02 main:574] : INFO : Epoch 1560 | loss: 0.0310568 | val_loss: 0.0312512 | Time: 1346.99 ms [2022-03-13 18:38:04 main:574] : INFO : Epoch 1561 | loss: 0.031072 | val_loss: 0.0312328 | Time: 1334.95 ms [2022-03-13 18:38:05 main:574] : INFO : Epoch 1562 | loss: 0.0310601 | val_loss: 0.0312381 | Time: 1338.27 ms [2022-03-13 18:38:06 main:574] : INFO : Epoch 1563 | loss: 0.0310697 | val_loss: 0.0312249 | Time: 1329.93 ms [2022-03-13 18:38:08 main:574] : INFO : Epoch 1564 | loss: 0.0311019 | val_loss: 0.0312161 | Time: 1326.44 ms [2022-03-13 18:38:09 main:574] : INFO : Epoch 1565 | loss: 0.0310892 | val_loss: 0.0312308 | Time: 1508.38 ms [2022-03-13 18:38:10 main:574] : INFO : Epoch 1566 | loss: 0.0310691 | val_loss: 0.0312276 | Time: 1389.73 ms [2022-03-13 18:38:12 main:574] : INFO : Epoch 1567 | loss: 0.0310589 | val_loss: 0.0312372 | Time: 1337.01 ms [2022-03-13 18:38:13 main:574] : INFO : Epoch 1568 | loss: 0.0310591 | val_loss: 0.0312431 | Time: 1345.67 ms [2022-03-13 18:38:15 main:574] : INFO : Epoch 1569 | loss: 0.0310524 | val_loss: 0.0312644 | Time: 1336.98 ms [2022-03-13 18:38:16 main:574] : INFO : Epoch 1570 | loss: 0.0310497 | val_loss: 0.0312372 | Time: 1338.65 ms [2022-03-13 18:38:17 main:574] : INFO : Epoch 1571 | loss: 0.0310528 | val_loss: 0.0312542 | Time: 1346.93 ms [2022-03-13 18:38:19 main:574] : INFO : Epoch 1572 | loss: 0.0310481 | val_loss: 0.031244 | Time: 1388.95 ms [2022-03-13 18:38:20 main:574] : INFO : Epoch 1573 | loss: 0.0310471 | val_loss: 0.031256 | Time: 1556.98 ms [2022-03-13 18:38:22 main:574] : INFO : Epoch 1574 | loss: 0.0310528 | val_loss: 0.031252 | Time: 1343.2 ms [2022-03-13 18:38:23 main:574] : INFO : Epoch 1575 | loss: 0.0310604 | val_loss: 0.0312484 | Time: 1339.1 ms [2022-03-13 18:38:24 main:574] : INFO : Epoch 1576 | loss: 0.0310633 | val_loss: 0.0312385 | Time: 1336.41 ms [2022-03-13 18:38:26 main:574] : INFO : Epoch 1577 | loss: 0.0311292 | val_loss: 0.0312262 | Time: 1332.85 ms [2022-03-13 18:38:27 main:574] : INFO : Epoch 1578 | loss: 0.0314667 | val_loss: 0.0315463 | Time: 1444.39 ms [2022-03-13 18:38:29 main:574] : INFO : Epoch 1579 | loss: 0.0323215 | val_loss: 0.0448725 | Time: 2216.29 ms [2022-03-13 18:38:31 main:574] : INFO : Epoch 1580 | loss: 0.0372157 | val_loss: 0.0362245 | Time: 1416.32 ms [2022-03-13 18:38:32 main:574] : INFO : Epoch 1581 | loss: 0.0327527 | val_loss: 0.0315246 | Time: 1327.79 ms [2022-03-13 18:38:33 main:574] : INFO : Epoch 1582 | loss: 0.0314368 | val_loss: 0.031286 | Time: 1336.98 ms [2022-03-13 18:38:35 main:574] : INFO : Epoch 1583 | loss: 0.0312761 | val_loss: 0.0312564 | Time: 1332.77 ms [2022-03-13 18:38:36 main:574] : INFO : Epoch 1584 | loss: 0.0312544 | val_loss: 0.0312533 | Time: 1332.67 ms [2022-03-13 18:38:37 main:574] : INFO : Epoch 1585 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1332.39 ms [2022-03-13 18:38:39 main:574] : INFO : Epoch 1586 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1422.11 ms [2022-03-13 18:38:40 main:574] : INFO : Epoch 1587 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1535.74 ms [2022-03-13 18:38:42 main:574] : INFO : Epoch 1588 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1330.53 ms [2022-03-13 18:38:43 main:574] : INFO : Epoch 1589 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1328.45 ms [2022-03-13 18:38:44 main:574] : INFO : Epoch 1590 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1328.1 ms [2022-03-13 18:38:46 main:574] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1331.89 ms [2022-03-13 18:38:47 main:574] : INFO : Epoch 1592 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1335.43 ms [2022-03-13 18:38:48 main:574] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1396.92 ms [2022-03-13 18:38:50 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1557.04 ms [2022-03-13 18:38:51 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1346.37 ms [2022-03-13 18:38:53 main:574] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1326.77 ms [2022-03-13 18:38:54 main:574] : INFO : Epoch 1597 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1333.15 ms [2022-03-13 18:38:55 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1338 ms [2022-03-13 18:38:57 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1338.62 ms [2022-03-13 18:38:58 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1334.06 ms [2022-03-13 18:39:00 main:574] : INFO : Epoch 1601 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1642.87 ms [2022-03-13 18:39:01 main:574] : INFO : Epoch 1602 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1337.36 ms [2022-03-13 18:39:02 main:574] : INFO : Epoch 1603 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1329.29 ms [2022-03-13 18:39:04 main:574] : INFO : Epoch 1604 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1332.01 ms [2022-03-13 18:39:05 main:574] : INFO : Epoch 1605 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1338.01 ms [2022-03-13 18:39:06 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1331.36 ms [2022-03-13 18:39:08 main:574] : INFO : Epoch 1607 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1340.07 ms [2022-03-13 18:39:09 main:574] : INFO : Epoch 1608 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1592.01 ms [2022-03-13 18:39:11 main:574] : INFO : Epoch 1609 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1377.97 ms [2022-03-13 18:39:12 main:574] : INFO : Epoch 1610 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1339.94 ms [2022-03-13 18:39:13 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1335.72 ms [2022-03-13 18:39:15 main:574] : INFO : Epoch 1612 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1335.12 ms [2022-03-13 18:39:16 main:574] : INFO : Epoch 1613 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1324.32 ms [2022-03-13 18:39:17 main:574] : INFO : Epoch 1614 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1336.27 ms [2022-03-13 18:39:19 main:574] : INFO : Epoch 1615 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1413.7 ms [2022-03-13 18:39:21 main:574] : INFO : Epoch 1616 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1776.78 ms [2022-03-13 18:39:22 main:574] : INFO : Epoch 1617 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 1337.72 ms [2022-03-13 18:39:23 main:574] : INFO : Epoch 1618 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1331.18 ms [2022-03-13 18:39:25 main:574] : INFO : Epoch 1619 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1332.21 ms [2022-03-13 18:39:26 main:574] : INFO : Epoch 1620 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1338.82 ms [2022-03-13 18:39:27 main:574] : INFO : Epoch 1621 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1443.63 ms [2022-03-13 18:39:29 main:574] : INFO : Epoch 1622 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 2020.74 ms [2022-03-13 18:39:31 main:574] : INFO : Epoch 1623 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1372.87 ms [2022-03-13 18:39:32 main:574] : INFO : Epoch 1624 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1331.61 ms [2022-03-13 18:39:33 main:574] : INFO : Epoch 1625 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 1328.11 ms [2022-03-13 18:39:35 main:574] : INFO : Epoch 1626 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1332.46 ms [2022-03-13 18:39:36 main:574] : INFO : Epoch 1627 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 1326.82 ms [2022-03-13 18:39:37 main:574] : INFO : Epoch 1628 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1330.37 ms [2022-03-13 18:39:39 main:574] : INFO : Epoch 1629 | loss: 0.031249 | val_loss: 0.0312515 | Time: 1437.59 ms [2022-03-13 18:39:40 main:574] : INFO : Epoch 1630 | loss: 0.031249 | val_loss: 0.0312514 | Time: 1480.72 ms [2022-03-13 18:39:42 main:574] : INFO : Epoch 1631 | loss: 0.0312488 | val_loss: 0.0312513 | Time: 1329.55 ms [2022-03-13 18:39:43 main:574] : INFO : Epoch 1632 | loss: 0.0312487 | val_loss: 0.0312517 | Time: 1338.71 ms [2022-03-13 18:39:44 main:574] : INFO : Epoch 1633 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1325.3 ms [2022-03-13 18:39:46 main:574] : INFO : Epoch 1634 | loss: 0.031249 | val_loss: 0.0312513 | Time: 1329.55 ms [2022-03-13 18:39:47 main:574] : INFO : Epoch 1635 | loss: 0.0312487 | val_loss: 0.0312513 | Time: 1338.5 ms [2022-03-13 18:39:48 main:574] : INFO : Epoch 1636 | loss: 0.0312491 | val_loss: 0.031252 | Time: 1347.42 ms [2022-03-13 18:39:50 main:574] : INFO : Epoch 1637 | loss: 0.0312489 | val_loss: 0.0312517 | Time: 1574.87 ms [2022-03-13 18:39:51 main:574] : INFO : Epoch 1638 | loss: 0.0312488 | val_loss: 0.0312522 | Time: 1333 ms [2022-03-13 18:39:53 main:574] : INFO : Epoch 1639 | loss: 0.0312483 | val_loss: 0.0312517 | Time: 1329.23 ms [2022-03-13 18:39:54 main:574] : INFO : Epoch 1640 | loss: 0.0312488 | val_loss: 0.0312515 | Time: 1336.77 ms [2022-03-13 18:39:55 main:574] : INFO : Epoch 1641 | loss: 0.0312486 | val_loss: 0.0312529 | Time: 1336.29 ms [2022-03-13 18:39:57 main:574] : INFO : Epoch 1642 | loss: 0.0312485 | val_loss: 0.0312517 | Time: 1326.34 ms [2022-03-13 18:39:58 main:574] : INFO : Epoch 1643 | loss: 0.0312481 | val_loss: 0.031252 | Time: 1333.93 ms [2022-03-13 18:40:00 main:574] : INFO : Epoch 1644 | loss: 0.0312479 | val_loss: 0.0312518 | Time: 1612.63 ms [2022-03-13 18:40:01 main:574] : INFO : Epoch 1645 | loss: 0.0312478 | val_loss: 0.0312516 | Time: 1356.81 ms [2022-03-13 18:40:02 main:574] : INFO : Epoch 1646 | loss: 0.0312481 | val_loss: 0.031252 | Time: 1336.34 ms [2022-03-13 18:40:04 main:574] : INFO : Epoch 1647 | loss: 0.0312483 | val_loss: 0.031254 | Time: 1333.52 ms [2022-03-13 18:40:05 main:574] : INFO : Epoch 1648 | loss: 0.0312482 | val_loss: 0.0312516 | Time: 1337.87 ms [2022-03-13 18:40:06 main:574] : INFO : Epoch 1649 | loss: 0.031248 | val_loss: 0.0312526 | Time: 1331.18 ms [2022-03-13 18:40:08 main:574] : INFO : Epoch 1650 | loss: 0.0312483 | val_loss: 0.031253 | Time: 1325.67 ms [2022-03-13 18:40:09 main:574] : INFO : Epoch 1651 | loss: 0.0312481 | val_loss: 0.0312526 | Time: 1441.7 ms [2022-03-13 18:40:11 main:574] : INFO : Epoch 1652 | loss: 0.0312482 | val_loss: 0.0312518 | Time: 1457.34 ms [2022-03-13 18:40:12 main:574] : INFO : Epoch 1653 | loss: 0.031248 | val_loss: 0.0312519 | Time: 1329.76 ms [2022-03-13 18:40:13 main:574] : INFO : Epoch 1654 | loss: 0.0312484 | val_loss: 0.0312521 | Time: 1330.87 ms [2022-03-13 18:40:15 main:574] : INFO : Epoch 1655 | loss: 0.0312485 | val_loss: 0.0312512 | Time: 1330.72 ms [2022-03-13 18:40:16 main:574] : INFO : Epoch 1656 | loss: 0.0312481 | val_loss: 0.0312512 | Time: 1353.13 ms [2022-03-13 18:40:17 main:574] : INFO : Epoch 1657 | loss: 0.0312482 | val_loss: 0.0312517 | Time: 1340.95 ms [2022-03-13 18:40:19 main:574] : INFO : Epoch 1658 | loss: 0.0312478 | val_loss: 0.0312533 | Time: 1356.1 ms [2022-03-13 18:40:20 main:574] : INFO : Epoch 1659 | loss: 0.0312484 | val_loss: 0.0312517 | Time: 1545.16 ms [2022-03-13 18:40:21 main:574] : INFO : Epoch 1660 | loss: 0.0312471 | val_loss: 0.0312528 | Time: 1358.04 ms [2022-03-13 18:40:23 main:574] : INFO : Epoch 1661 | loss: 0.0312473 | val_loss: 0.0312513 | Time: 1341.05 ms [2022-03-13 18:40:24 main:574] : INFO : Epoch 1662 | loss: 0.0312466 | val_loss: 0.0312516 | Time: 1332.9 ms [2022-03-13 18:40:25 main:574] : INFO : Epoch 1663 | loss: 0.0312471 | val_loss: 0.0312527 | Time: 1329.94 ms [2022-03-13 18:40:27 main:574] : INFO : Epoch 1664 | loss: 0.0312485 | val_loss: 0.0312511 | Time: 1334.68 ms [2022-03-13 18:40:29 main:574] : INFO : Epoch 1665 | loss: 0.0312488 | val_loss: 0.0312515 | Time: 1977.47 ms [2022-03-13 18:40:30 main:574] : INFO : Epoch 1666 | loss: 0.0312486 | val_loss: 0.0312516 | Time: 1535.35 ms [2022-03-13 18:40:32 main:574] : INFO : Epoch 1667 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1331.05 ms [2022-03-13 18:40:33 main:574] : INFO : Epoch 1668 | loss: 0.0312484 | val_loss: 0.0312509 | Time: 1330.8 ms [2022-03-13 18:40:34 main:574] : INFO : Epoch 1669 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1325.41 ms [2022-03-13 18:40:36 main:574] : INFO : Epoch 1670 | loss: 0.031248 | val_loss: 0.0312507 | Time: 1330.23 ms [2022-03-13 18:40:37 main:574] : INFO : Epoch 1671 | loss: 0.0312476 | val_loss: 0.0312504 | Time: 1333.63 ms [2022-03-13 18:40:38 main:574] : INFO : Epoch 1672 | loss: 0.0312471 | val_loss: 0.0312504 | Time: 1346.25 ms [2022-03-13 18:40:40 main:574] : INFO : Epoch 1673 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 1579.02 ms [2022-03-13 18:40:41 main:574] : INFO : Epoch 1674 | loss: 0.0312476 | val_loss: 0.031253 | Time: 1350.22 ms [2022-03-13 18:40:43 main:574] : INFO : Epoch 1675 | loss: 0.031247 | val_loss: 0.03125 | Time: 1325.05 ms [2022-03-13 18:40:44 main:574] : INFO : Epoch 1676 | loss: 0.0312468 | val_loss: 0.031252 | Time: 1327.7 ms [2022-03-13 18:40:45 main:574] : INFO : Epoch 1677 | loss: 0.0312462 | val_loss: 0.0312504 | Time: 1344.1 ms [2022-03-13 18:40:47 main:574] : INFO : Epoch 1678 | loss: 0.0312458 | val_loss: 0.031251 | Time: 1337.5 ms [2022-03-13 18:40:48 main:574] : INFO : Epoch 1679 | loss: 0.0312454 | val_loss: 0.0312517 | Time: 1340.69 ms [2022-03-13 18:40:50 main:574] : INFO : Epoch 1680 | loss: 0.031245 | val_loss: 0.0312507 | Time: 1499.76 ms [2022-03-13 18:40:51 main:574] : INFO : Epoch 1681 | loss: 0.031245 | val_loss: 0.0312526 | Time: 1361.28 ms [2022-03-13 18:40:52 main:574] : INFO : Epoch 1682 | loss: 0.0312463 | val_loss: 0.03125 | Time: 1341.03 ms [2022-03-13 18:40:54 main:574] : INFO : Epoch 1683 | loss: 0.0312461 | val_loss: 0.0312512 | Time: 1331.51 ms [2022-03-13 18:40:55 main:574] : INFO : Epoch 1684 | loss: 0.0312459 | val_loss: 0.0312562 | Time: 1346.13 ms [2022-03-13 18:40:56 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312543 | Time: 1331.53 ms [2022-03-13 18:40:58 main:574] : INFO : Epoch 1686 | loss: 0.0312445 | val_loss: 0.0312512 | Time: 1327.69 ms [2022-03-13 18:40:59 main:574] : INFO : Epoch 1687 | loss: 0.0312461 | val_loss: 0.0312559 | Time: 1450.32 ms [2022-03-13 18:41:01 main:574] : INFO : Epoch 1688 | loss: 0.0312462 | val_loss: 0.0312517 | Time: 1490.01 ms [2022-03-13 18:41:02 main:574] : INFO : Epoch 1689 | loss: 0.0312437 | val_loss: 0.0312509 | Time: 1326.55 ms [2022-03-13 18:41:03 main:574] : INFO : Epoch 1690 | loss: 0.0312441 | val_loss: 0.031251 | Time: 1333.98 ms [2022-03-13 18:41:05 main:574] : INFO : Epoch 1691 | loss: 0.0312429 | val_loss: 0.0312511 | Time: 1325.4 ms [2022-03-13 18:41:06 main:574] : INFO : Epoch 1692 | loss: 0.0312437 | val_loss: 0.0312524 | Time: 1332.07 ms [2022-03-13 18:41:07 main:574] : INFO : Epoch 1693 | loss: 0.0312436 | val_loss: 0.03125 | Time: 1345.7 ms [2022-03-13 18:41:09 main:574] : INFO : Epoch 1694 | loss: 0.0312446 | val_loss: 0.0312522 | Time: 1383.75 ms [2022-03-13 18:41:10 main:574] : INFO : Epoch 1695 | loss: 0.0312454 | val_loss: 0.0312514 | Time: 1590.39 ms [2022-03-13 18:41:12 main:574] : INFO : Epoch 1696 | loss: 0.0312443 | val_loss: 0.0312502 | Time: 1323.64 ms [2022-03-13 18:41:13 main:574] : INFO : Epoch 1697 | loss: 0.0312442 | val_loss: 0.0312515 | Time: 1331.83 ms [2022-03-13 18:41:14 main:574] : INFO : Epoch 1698 | loss: 0.0312448 | val_loss: 0.031252 | Time: 1330.29 ms [2022-03-13 18:41:16 main:574] : INFO : Epoch 1699 | loss: 0.0312428 | val_loss: 0.0312513 | Time: 1332.74 ms [2022-03-13 18:41:17 main:574] : INFO : Epoch 1700 | loss: 0.0312423 | val_loss: 0.0312508 | Time: 1326.28 ms [2022-03-13 18:41:18 main:574] : INFO : Epoch 1701 | loss: 0.0312435 | val_loss: 0.0312511 | Time: 1330.13 ms [2022-03-13 18:41:20 main:574] : INFO : Epoch 1702 | loss: 0.0312409 | val_loss: 0.0312509 | Time: 1575.3 ms [2022-03-13 18:41:21 main:574] : INFO : Epoch 1703 | loss: 0.0312405 | val_loss: 0.0312529 | Time: 1358.98 ms [2022-03-13 18:41:22 main:574] : INFO : Epoch 1704 | loss: 0.0312399 | val_loss: 0.031252 | Time: 1328.8 ms [2022-03-13 18:41:24 main:574] : INFO : Epoch 1705 | loss: 0.0312397 | val_loss: 0.0312516 | Time: 1335.1 ms [2022-03-13 18:41:25 main:574] : INFO : Epoch 1706 | loss: 0.0312397 | val_loss: 0.031251 | Time: 1323.31 ms [2022-03-13 18:41:26 main:574] : INFO : Epoch 1707 | loss: 0.0312401 | val_loss: 0.0312507 | Time: 1329 ms [2022-03-13 18:41:28 main:574] : INFO : Epoch 1708 | loss: 0.0312393 | val_loss: 0.0312495 | Time: 1458.86 ms [2022-03-13 18:41:30 main:574] : INFO : Epoch 1709 | loss: 0.0312371 | val_loss: 0.0312498 | Time: 1798.71 ms [2022-03-13 18:41:31 main:574] : INFO : Epoch 1710 | loss: 0.0312375 | val_loss: 0.031251 | Time: 1340.51 ms [2022-03-13 18:41:32 main:574] : INFO : Epoch 1711 | loss: 0.0312379 | val_loss: 0.0312492 | Time: 1328.23 ms [2022-03-13 18:41:34 main:574] : INFO : Epoch 1712 | loss: 0.0312371 | val_loss: 0.0312505 | Time: 1333.77 ms [2022-03-13 18:41:35 main:574] : INFO : Epoch 1713 | loss: 0.031239 | val_loss: 0.0312552 | Time: 1337.87 ms [2022-03-13 18:41:36 main:574] : INFO : Epoch 1714 | loss: 0.0312386 | val_loss: 0.0312507 | Time: 1335.64 ms [2022-03-13 18:41:38 main:574] : INFO : Epoch 1715 | loss: 0.031236 | val_loss: 0.0312504 | Time: 1332.57 ms [2022-03-13 18:41:39 main:574] : INFO : Epoch 1716 | loss: 0.0312365 | val_loss: 0.0312478 | Time: 1524.75 ms [2022-03-13 18:41:41 main:574] : INFO : Epoch 1717 | loss: 0.0312346 | val_loss: 0.0312528 | Time: 1399.17 ms [2022-03-13 18:41:42 main:574] : INFO : Epoch 1718 | loss: 0.0312371 | val_loss: 0.0312477 | Time: 1327.06 ms [2022-03-13 18:41:43 main:574] : INFO : Epoch 1719 | loss: 0.0312384 | val_loss: 0.0312521 | Time: 1328.29 ms [2022-03-13 18:41:45 main:574] : INFO : Epoch 1720 | loss: 0.0312379 | val_loss: 0.0312583 | Time: 1324.56 ms [2022-03-13 18:41:46 main:574] : INFO : Epoch 1721 | loss: 0.0312338 | val_loss: 0.0312459 | Time: 1321.82 ms [2022-03-13 18:41:47 main:574] : INFO : Epoch 1722 | loss: 0.031235 | val_loss: 0.0312462 | Time: 1332.35 ms [2022-03-13 18:41:49 main:574] : INFO : Epoch 1723 | loss: 0.0312332 | val_loss: 0.0312509 | Time: 1395.15 ms [2022-03-13 18:41:50 main:574] : INFO : Epoch 1724 | loss: 0.0312344 | val_loss: 0.0312487 | Time: 1516.5 ms [2022-03-13 18:41:52 main:574] : INFO : Epoch 1725 | loss: 0.0312382 | val_loss: 0.0312493 | Time: 1334.6 ms [2022-03-13 18:41:53 main:574] : INFO : Epoch 1726 | loss: 0.0312362 | val_loss: 0.0312438 | Time: 1330.8 ms [2022-03-13 18:41:54 main:574] : INFO : Epoch 1727 | loss: 0.0312325 | val_loss: 0.031245 | Time: 1331.47 ms [2022-03-13 18:41:56 main:574] : INFO : Epoch 1728 | loss: 0.0312339 | val_loss: 0.0312426 | Time: 1326.46 ms [2022-03-13 18:41:57 main:574] : INFO : Epoch 1729 | loss: 0.0312305 | val_loss: 0.0312456 | Time: 1339.32 ms [2022-03-13 18:41:58 main:574] : INFO : Epoch 1730 | loss: 0.0312306 | val_loss: 0.0312519 | Time: 1334.49 ms [2022-03-13 18:42:00 main:574] : INFO : Epoch 1731 | loss: 0.0312387 | val_loss: 0.0312441 | Time: 1616.57 ms [2022-03-13 18:42:01 main:574] : INFO : Epoch 1732 | loss: 0.0312321 | val_loss: 0.0312413 | Time: 1336.38 ms [2022-03-13 18:42:03 main:574] : INFO : Epoch 1733 | loss: 0.0312289 | val_loss: 0.0312416 | Time: 1327.36 ms [2022-03-13 18:42:04 main:574] : INFO : Epoch 1734 | loss: 0.0312266 | val_loss: 0.0312424 | Time: 1340.66 ms [2022-03-13 18:42:05 main:574] : INFO : Epoch 1735 | loss: 0.0312277 | val_loss: 0.0312443 | Time: 1338.75 ms [2022-03-13 18:42:07 main:574] : INFO : Epoch 1736 | loss: 0.0312278 | val_loss: 0.031244 | Time: 1327.99 ms [2022-03-13 18:42:08 main:574] : INFO : Epoch 1737 | loss: 0.0312346 | val_loss: 0.031236 | Time: 1336.14 ms [2022-03-13 18:42:09 main:574] : INFO : Epoch 1738 | loss: 0.0312329 | val_loss: 0.031238 | Time: 1531.77 ms [2022-03-13 18:42:11 main:574] : INFO : Epoch 1739 | loss: 0.0312338 | val_loss: 0.0312372 | Time: 1378.97 ms [2022-03-13 18:42:12 main:574] : INFO : Epoch 1740 | loss: 0.0312317 | val_loss: 0.0312337 | Time: 1338.99 ms [2022-03-13 18:42:14 main:574] : INFO : Epoch 1741 | loss: 0.0312282 | val_loss: 0.0312369 | Time: 1329.96 ms [2022-03-13 18:42:15 main:574] : INFO : Epoch 1742 | loss: 0.0312273 | val_loss: 0.0312324 | Time: 1330.58 ms [2022-03-13 18:42:16 main:574] : INFO : Epoch 1743 | loss: 0.031228 | val_loss: 0.0312425 | Time: 1338.51 ms [2022-03-13 18:42:18 main:574] : INFO : Epoch 1744 | loss: 0.0312341 | val_loss: 0.0312349 | Time: 1332.33 ms [2022-03-13 18:42:19 main:574] : INFO : Epoch 1745 | loss: 0.0312286 | val_loss: 0.0312326 | Time: 1395 ms [2022-03-13 18:42:20 main:574] : INFO : Epoch 1746 | loss: 0.0312269 | val_loss: 0.0312349 | Time: 1547.02 ms [2022-03-13 18:42:22 main:574] : INFO : Epoch 1747 | loss: 0.0312288 | val_loss: 0.0312383 | Time: 1350.76 ms [2022-03-13 18:42:23 main:574] : INFO : Epoch 1748 | loss: 0.0312288 | val_loss: 0.0312305 | Time: 1328.24 ms [2022-03-13 18:42:25 main:574] : INFO : Epoch 1749 | loss: 0.031227 | val_loss: 0.0312299 | Time: 1325.76 ms [2022-03-13 18:42:26 main:574] : INFO : Epoch 1750 | loss: 0.031228 | val_loss: 0.0312296 | Time: 1335.82 ms [2022-03-13 18:42:27 main:574] : INFO : Epoch 1751 | loss: 0.0312253 | val_loss: 0.0312301 | Time: 1339.32 ms [2022-03-13 18:42:29 main:574] : INFO : Epoch 1752 | loss: 0.031223 | val_loss: 0.0312294 | Time: 1733.78 ms [2022-03-13 18:42:31 main:574] : INFO : Epoch 1753 | loss: 0.0312225 | val_loss: 0.0312354 | Time: 1586.57 ms [2022-03-13 18:42:32 main:574] : INFO : Epoch 1754 | loss: 0.0312274 | val_loss: 0.0312304 | Time: 1341.66 ms [2022-03-13 18:42:33 main:574] : INFO : Epoch 1755 | loss: 0.0312271 | val_loss: 0.0312286 | Time: 1332.95 ms [2022-03-13 18:42:35 main:574] : INFO : Epoch 1756 | loss: 0.0312225 | val_loss: 0.0312304 | Time: 1331.47 ms [2022-03-13 18:42:36 main:574] : INFO : Epoch 1757 | loss: 0.0312202 | val_loss: 0.0312284 | Time: 1327.27 ms [2022-03-13 18:42:37 main:574] : INFO : Epoch 1758 | loss: 0.03122 | val_loss: 0.0312291 | Time: 1325.29 ms [2022-03-13 18:42:39 main:574] : INFO : Epoch 1759 | loss: 0.0312198 | val_loss: 0.0312312 | Time: 1362.25 ms [2022-03-13 18:42:40 main:574] : INFO : Epoch 1760 | loss: 0.0312196 | val_loss: 0.0312314 | Time: 1544.93 ms [2022-03-13 18:42:41 main:574] : INFO : Epoch 1761 | loss: 0.0312222 | val_loss: 0.0312364 | Time: 1332.31 ms [2022-03-13 18:42:43 main:574] : INFO : Epoch 1762 | loss: 0.0312228 | val_loss: 0.03123 | Time: 1328.76 ms [2022-03-13 18:42:44 main:574] : INFO : Epoch 1763 | loss: 0.0312184 | val_loss: 0.0312286 | Time: 1322.64 ms [2022-03-13 18:42:45 main:574] : INFO : Epoch 1764 | loss: 0.0312177 | val_loss: 0.0312321 | Time: 1329 ms [2022-03-13 18:42:47 main:574] : INFO : Epoch 1765 | loss: 0.0312199 | val_loss: 0.0312273 | Time: 1330.41 ms [2022-03-13 18:42:48 main:574] : INFO : Epoch 1766 | loss: 0.031219 | val_loss: 0.0312281 | Time: 1332.9 ms [2022-03-13 18:42:50 main:574] : INFO : Epoch 1767 | loss: 0.0312179 | val_loss: 0.0312456 | Time: 1630.93 ms [2022-03-13 18:42:51 main:574] : INFO : Epoch 1768 | loss: 0.0312204 | val_loss: 0.031232 | Time: 1341.82 ms [2022-03-13 18:42:52 main:574] : INFO : Epoch 1769 | loss: 0.0312174 | val_loss: 0.0312284 | Time: 1323.57 ms [2022-03-13 18:42:54 main:574] : INFO : Epoch 1770 | loss: 0.0312283 | val_loss: 0.0312305 | Time: 1343.72 ms [2022-03-13 18:42:55 main:574] : INFO : Epoch 1771 | loss: 0.0312256 | val_loss: 0.0312319 | Time: 1329.34 ms [2022-03-13 18:42:56 main:574] : INFO : Epoch 1772 | loss: 0.0312203 | val_loss: 0.0312355 | Time: 1328.77 ms [2022-03-13 18:42:58 main:574] : INFO : Epoch 1773 | loss: 0.0312174 | val_loss: 0.0312293 | Time: 1334.29 ms [2022-03-13 18:42:59 main:574] : INFO : Epoch 1774 | loss: 0.0312183 | val_loss: 0.0312286 | Time: 1533.25 ms [2022-03-13 18:43:01 main:574] : INFO : Epoch 1775 | loss: 0.0312213 | val_loss: 0.0312304 | Time: 1445.79 ms [2022-03-13 18:43:02 main:574] : INFO : Epoch 1776 | loss: 0.0312237 | val_loss: 0.0312287 | Time: 1335.33 ms [2022-03-13 18:43:03 main:574] : INFO : Epoch 1777 | loss: 0.0312151 | val_loss: 0.0312336 | Time: 1333.16 ms [2022-03-13 18:43:05 main:574] : INFO : Epoch 1778 | loss: 0.0312165 | val_loss: 0.0312322 | Time: 1335.76 ms [2022-03-13 18:43:06 main:574] : INFO : Epoch 1779 | loss: 0.0312144 | val_loss: 0.0312292 | Time: 1332.43 ms [2022-03-13 18:43:07 main:574] : INFO : Epoch 1780 | loss: 0.0312136 | val_loss: 0.0312306 | Time: 1332.67 ms [2022-03-13 18:43:09 main:574] : INFO : Epoch 1781 | loss: 0.0312125 | val_loss: 0.0312304 | Time: 1394.18 ms [2022-03-13 18:43:10 main:574] : INFO : Epoch 1782 | loss: 0.0312127 | val_loss: 0.0312284 | Time: 1574.29 ms [2022-03-13 18:43:12 main:574] : INFO : Epoch 1783 | loss: 0.0312143 | val_loss: 0.0312261 | Time: 1337.47 ms [2022-03-13 18:43:13 main:574] : INFO : Epoch 1784 | loss: 0.0312139 | val_loss: 0.0312278 | Time: 1322.79 ms [2022-03-13 18:43:14 main:574] : INFO : Epoch 1785 | loss: 0.0312126 | val_loss: 0.03123 | Time: 1327.06 ms [2022-03-13 18:43:16 main:574] : INFO : Epoch 1786 | loss: 0.0312139 | val_loss: 0.0312268 | Time: 1332.16 ms [2022-03-13 18:43:17 main:574] : INFO : Epoch 1787 | loss: 0.0312128 | val_loss: 0.0312298 | Time: 1328.56 ms [2022-03-13 18:43:18 main:574] : INFO : Epoch 1788 | loss: 0.0312122 | val_loss: 0.0312268 | Time: 1330.5 ms [2022-03-13 18:43:20 main:574] : INFO : Epoch 1789 | loss: 0.0312118 | val_loss: 0.0312289 | Time: 1591.42 ms [2022-03-13 18:43:21 main:574] : INFO : Epoch 1790 | loss: 0.0312113 | val_loss: 0.0312288 | Time: 1349.36 ms [2022-03-13 18:43:23 main:574] : INFO : Epoch 1791 | loss: 0.0312103 | val_loss: 0.0312376 | Time: 1335.64 ms [2022-03-13 18:43:24 main:574] : INFO : Epoch 1792 | loss: 0.0312145 | val_loss: 0.0312286 | Time: 1334.24 ms [2022-03-13 18:43:25 main:574] : INFO : Epoch 1793 | loss: 0.0312136 | val_loss: 0.0312275 | Time: 1337.83 ms [2022-03-13 18:43:27 main:574] : INFO : Epoch 1794 | loss: 0.0312108 | val_loss: 0.0312275 | Time: 1345.8 ms [2022-03-13 18:43:28 main:574] : INFO : Epoch 1795 | loss: 0.0312115 | val_loss: 0.0312263 | Time: 1382.8 ms [2022-03-13 18:43:31 main:574] : INFO : Epoch 1796 | loss: 0.0312095 | val_loss: 0.0312285 | Time: 2495.56 ms [2022-03-13 18:43:32 main:574] : INFO : Epoch 1797 | loss: 0.0312112 | val_loss: 0.031241 | Time: 1331.41 ms [2022-03-13 18:43:33 main:574] : INFO : Epoch 1798 | loss: 0.0312158 | val_loss: 0.0312269 | Time: 1329.22 ms [2022-03-13 18:43:35 main:574] : INFO : Epoch 1799 | loss: 0.0312117 | val_loss: 0.0312272 | Time: 1332.68 ms [2022-03-13 18:43:36 main:574] : INFO : Epoch 1800 | loss: 0.0312095 | val_loss: 0.0312284 | Time: 1333.4 ms [2022-03-13 18:43:37 main:574] : INFO : Epoch 1801 | loss: 0.0312088 | val_loss: 0.031227 | Time: 1340.57 ms [2022-03-13 18:43:39 main:574] : INFO : Epoch 1802 | loss: 0.0312088 | val_loss: 0.0312255 | Time: 1361.14 ms [2022-03-13 18:43:40 main:574] : INFO : Epoch 1803 | loss: 0.0312093 | val_loss: 0.0312276 | Time: 1569.54 ms [2022-03-13 18:43:42 main:574] : INFO : Epoch 1804 | loss: 0.03121 | val_loss: 0.0312274 | Time: 1342.14 ms [2022-03-13 18:43:43 main:574] : INFO : Epoch 1805 | loss: 0.0312116 | val_loss: 0.0312289 | Time: 1331.8 ms [2022-03-13 18:43:44 main:574] : INFO : Epoch 1806 | loss: 0.0312092 | val_loss: 0.0312372 | Time: 1329.55 ms [2022-03-13 18:43:46 main:574] : INFO : Epoch 1807 | loss: 0.0312138 | val_loss: 0.0312333 | Time: 1335.54 ms [2022-03-13 18:43:47 main:574] : INFO : Epoch 1808 | loss: 0.0312106 | val_loss: 0.0312337 | Time: 1339.61 ms [2022-03-13 18:43:48 main:574] : INFO : Epoch 1809 | loss: 0.0312124 | val_loss: 0.0312263 | Time: 1325.77 ms [2022-03-13 18:43:50 main:574] : INFO : Epoch 1810 | loss: 0.0312086 | val_loss: 0.0312287 | Time: 1583.24 ms [2022-03-13 18:43:51 main:574] : INFO : Epoch 1811 | loss: 0.0312077 | val_loss: 0.0312288 | Time: 1341.83 ms [2022-03-13 18:43:53 main:574] : INFO : Epoch 1812 | loss: 0.0312089 | val_loss: 0.0312258 | Time: 1333.23 ms [2022-03-13 18:43:54 main:574] : INFO : Epoch 1813 | loss: 0.0312087 | val_loss: 0.0312271 | Time: 1333.7 ms [2022-03-13 18:43:55 main:574] : INFO : Epoch 1814 | loss: 0.0312065 | val_loss: 0.0312263 | Time: 1328.04 ms [2022-03-13 18:43:57 main:574] : INFO : Epoch 1815 | loss: 0.0312059 | val_loss: 0.0312273 | Time: 1329.43 ms [2022-03-13 18:43:58 main:574] : INFO : Epoch 1816 | loss: 0.0312051 | val_loss: 0.0312298 | Time: 1334.74 ms [2022-03-13 18:44:00 main:574] : INFO : Epoch 1817 | loss: 0.0312099 | val_loss: 0.0312266 | Time: 1531.69 ms [2022-03-13 18:44:01 main:574] : INFO : Epoch 1818 | loss: 0.0312098 | val_loss: 0.0312361 | Time: 1395.01 ms [2022-03-13 18:44:02 main:574] : INFO : Epoch 1819 | loss: 0.0312074 | val_loss: 0.0312255 | Time: 1334 ms [2022-03-13 18:44:04 main:574] : INFO : Epoch 1820 | loss: 0.0312084 | val_loss: 0.0312261 | Time: 1327.23 ms [2022-03-13 18:44:05 main:574] : INFO : Epoch 1821 | loss: 0.0312099 | val_loss: 0.0312276 | Time: 1330.49 ms [2022-03-13 18:44:06 main:574] : INFO : Epoch 1822 | loss: 0.0312084 | val_loss: 0.0312293 | Time: 1342.04 ms [2022-03-13 18:44:08 main:574] : INFO : Epoch 1823 | loss: 0.0312077 | val_loss: 0.0312261 | Time: 1327.1 ms [2022-03-13 18:44:09 main:574] : INFO : Epoch 1824 | loss: 0.031208 | val_loss: 0.0312263 | Time: 1445.9 ms [2022-03-13 18:44:11 main:574] : INFO : Epoch 1825 | loss: 0.0312063 | val_loss: 0.0312319 | Time: 1569.97 ms [2022-03-13 18:44:12 main:574] : INFO : Epoch 1826 | loss: 0.0312085 | val_loss: 0.0312269 | Time: 1329.82 ms [2022-03-13 18:44:13 main:574] : INFO : Epoch 1827 | loss: 0.0312048 | val_loss: 0.0312272 | Time: 1323.22 ms [2022-03-13 18:44:15 main:574] : INFO : Epoch 1828 | loss: 0.0312057 | val_loss: 0.0312268 | Time: 1342.69 ms [2022-03-13 18:44:16 main:574] : INFO : Epoch 1829 | loss: 0.0312051 | val_loss: 0.0312259 | Time: 1339.47 ms [2022-03-13 18:44:17 main:574] : INFO : Epoch 1830 | loss: 0.0312043 | val_loss: 0.0312247 | Time: 1337.96 ms [2022-03-13 18:44:19 main:574] : INFO : Epoch 1831 | loss: 0.0312044 | val_loss: 0.0312263 | Time: 1330.18 ms [2022-03-13 18:44:20 main:574] : INFO : Epoch 1832 | loss: 0.0312028 | val_loss: 0.0312261 | Time: 1608.48 ms [2022-03-13 18:44:22 main:574] : INFO : Epoch 1833 | loss: 0.0312042 | val_loss: 0.0312244 | Time: 1336.15 ms [2022-03-13 18:44:23 main:574] : INFO : Epoch 1834 | loss: 0.0312055 | val_loss: 0.031222 | Time: 1343.81 ms [2022-03-13 18:44:24 main:574] : INFO : Epoch 1835 | loss: 0.0312049 | val_loss: 0.0312276 | Time: 1343.27 ms [2022-03-13 18:44:26 main:574] : INFO : Epoch 1836 | loss: 0.0312028 | val_loss: 0.0312234 | Time: 1334.14 ms [2022-03-13 18:44:27 main:574] : INFO : Epoch 1837 | loss: 0.0312041 | val_loss: 0.0312256 | Time: 1328.93 ms [2022-03-13 18:44:28 main:574] : INFO : Epoch 1838 | loss: 0.0312034 | val_loss: 0.0312239 | Time: 1364.33 ms [2022-03-13 18:44:30 main:574] : INFO : Epoch 1839 | loss: 0.0312048 | val_loss: 0.0312293 | Time: 1796.75 ms [2022-03-13 18:44:31 main:574] : INFO : Epoch 1840 | loss: 0.031215 | val_loss: 0.031221 | Time: 1335.04 ms [2022-03-13 18:44:33 main:574] : INFO : Epoch 1841 | loss: 0.0312152 | val_loss: 0.0312234 | Time: 1326.06 ms [2022-03-13 18:44:34 main:574] : INFO : Epoch 1842 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 1332.39 ms [2022-03-13 18:44:35 main:574] : INFO : Epoch 1843 | loss: 0.0312175 | val_loss: 0.031219 | Time: 1325.53 ms [2022-03-13 18:44:37 main:574] : INFO : Epoch 1844 | loss: 0.0312165 | val_loss: 0.03122 | Time: 1332.44 ms [2022-03-13 18:44:38 main:574] : INFO : Epoch 1845 | loss: 0.031227 | val_loss: 0.031233 | Time: 1332.88 ms [2022-03-13 18:44:40 main:574] : INFO : Epoch 1846 | loss: 0.0312379 | val_loss: 0.0312285 | Time: 1496.46 ms [2022-03-13 18:44:41 main:574] : INFO : Epoch 1847 | loss: 0.031228 | val_loss: 0.0312312 | Time: 1418.79 ms [2022-03-13 18:44:42 main:574] : INFO : Epoch 1848 | loss: 0.0312261 | val_loss: 0.0312275 | Time: 1342.55 ms [2022-03-13 18:44:44 main:574] : INFO : Epoch 1849 | loss: 0.0312218 | val_loss: 0.031224 | Time: 1333.85 ms [2022-03-13 18:44:45 main:574] : INFO : Epoch 1850 | loss: 0.0312216 | val_loss: 0.0312194 | Time: 1334.11 ms [2022-03-13 18:44:46 main:574] : INFO : Epoch 1851 | loss: 0.0312188 | val_loss: 0.0312287 | Time: 1329.31 ms [2022-03-13 18:44:48 main:574] : INFO : Epoch 1852 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 1332.53 ms [2022-03-13 18:44:49 main:574] : INFO : Epoch 1853 | loss: 0.0312216 | val_loss: 0.0312189 | Time: 1422.23 ms [2022-03-13 18:44:51 main:574] : INFO : Epoch 1854 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 1493.67 ms [2022-03-13 18:44:52 main:574] : INFO : Epoch 1855 | loss: 0.0312159 | val_loss: 0.031216 | Time: 1329.03 ms [2022-03-13 18:44:53 main:574] : INFO : Epoch 1856 | loss: 0.0312172 | val_loss: 0.0312168 | Time: 1341.12 ms [2022-03-13 18:44:55 main:574] : INFO : Epoch 1857 | loss: 0.031216 | val_loss: 0.0312159 | Time: 1334.6 ms [2022-03-13 18:44:56 main:574] : INFO : Epoch 1858 | loss: 0.031213 | val_loss: 0.0312176 | Time: 1331.18 ms [2022-03-13 18:44:57 main:574] : INFO : Epoch 1859 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 1324.28 ms [2022-03-13 18:44:59 main:574] : INFO : Epoch 1860 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 1335.47 ms [2022-03-13 18:45:00 main:574] : INFO : Epoch 1861 | loss: 0.0312116 | val_loss: 0.0312178 | Time: 1545.04 ms [2022-03-13 18:45:02 main:574] : INFO : Epoch 1862 | loss: 0.031214 | val_loss: 0.0312142 | Time: 1349.42 ms [2022-03-13 18:45:03 main:574] : INFO : Epoch 1863 | loss: 0.0312132 | val_loss: 0.0312138 | Time: 1329.92 ms [2022-03-13 18:45:04 main:574] : INFO : Epoch 1864 | loss: 0.0312122 | val_loss: 0.0312179 | Time: 1317.96 ms [2022-03-13 18:45:06 main:574] : INFO : Epoch 1865 | loss: 0.0312147 | val_loss: 0.0312134 | Time: 1326.62 ms [2022-03-13 18:45:07 main:574] : INFO : Epoch 1866 | loss: 0.0312133 | val_loss: 0.0312135 | Time: 1335.11 ms [2022-03-13 18:45:08 main:574] : INFO : Epoch 1867 | loss: 0.031209 | val_loss: 0.0312119 | Time: 1328.85 ms [2022-03-13 18:45:10 main:574] : INFO : Epoch 1868 | loss: 0.0312099 | val_loss: 0.0312128 | Time: 1528.45 ms [2022-03-13 18:45:11 main:574] : INFO : Epoch 1869 | loss: 0.0312084 | val_loss: 0.0312138 | Time: 1351.2 ms [2022-03-13 18:45:12 main:574] : INFO : Epoch 1870 | loss: 0.0312159 | val_loss: 0.031219 | Time: 1340.24 ms [2022-03-13 18:45:14 main:574] : INFO : Epoch 1871 | loss: 0.0312131 | val_loss: 0.0312165 | Time: 1334.83 ms [2022-03-13 18:45:15 main:574] : INFO : Epoch 1872 | loss: 0.0312096 | val_loss: 0.0312193 | Time: 1323.51 ms [2022-03-13 18:45:16 main:574] : INFO : Epoch 1873 | loss: 0.03121 | val_loss: 0.0312169 | Time: 1329.16 ms [2022-03-13 18:45:18 main:574] : INFO : Epoch 1874 | loss: 0.0312082 | val_loss: 0.0312147 | Time: 1336.76 ms [2022-03-13 18:45:20 main:574] : INFO : Epoch 1875 | loss: 0.0312072 | val_loss: 0.0312117 | Time: 1924.86 ms [2022-03-13 18:45:21 main:574] : INFO : Epoch 1876 | loss: 0.0312069 | val_loss: 0.0312175 | Time: 1352.67 ms [2022-03-13 18:45:22 main:574] : INFO : Epoch 1877 | loss: 0.031214 | val_loss: 0.0312304 | Time: 1326.71 ms [2022-03-13 18:45:24 main:574] : INFO : Epoch 1878 | loss: 0.0312146 | val_loss: 0.0312124 | Time: 1321.32 ms [2022-03-13 18:45:25 main:574] : INFO : Epoch 1879 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 1331.84 ms [2022-03-13 18:45:26 main:574] : INFO : Epoch 1880 | loss: 0.0312064 | val_loss: 0.0312114 | Time: 1326.95 ms [2022-03-13 18:45:28 main:574] : INFO : Epoch 1881 | loss: 0.0312064 | val_loss: 0.0312161 | Time: 1334.76 ms [2022-03-13 18:45:29 main:574] : INFO : Epoch 1882 | loss: 0.0312073 | val_loss: 0.0312117 | Time: 1576.95 ms [2022-03-13 18:45:31 main:574] : INFO : Epoch 1883 | loss: 0.031206 | val_loss: 0.0312177 | Time: 1485.63 ms [2022-03-13 18:45:32 main:574] : INFO : Epoch 1884 | loss: 0.0312106 | val_loss: 0.031217 | Time: 1330.66 ms [2022-03-13 18:45:34 main:574] : INFO : Epoch 1885 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 1334.14 ms [2022-03-13 18:45:35 main:574] : INFO : Epoch 1886 | loss: 0.0312113 | val_loss: 0.0312227 | Time: 1323.28 ms [2022-03-13 18:45:36 main:574] : INFO : Epoch 1887 | loss: 0.0312096 | val_loss: 0.0312144 | Time: 1327.29 ms [2022-03-13 18:45:38 main:574] : INFO : Epoch 1888 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 1333.72 ms [2022-03-13 18:45:39 main:574] : INFO : Epoch 1889 | loss: 0.0312056 | val_loss: 0.0312137 | Time: 1353.67 ms [2022-03-13 18:45:41 main:574] : INFO : Epoch 1890 | loss: 0.0312055 | val_loss: 0.0312109 | Time: 1735.11 ms [2022-03-13 18:45:42 main:574] : INFO : Epoch 1891 | loss: 0.0312047 | val_loss: 0.0312104 | Time: 1343.86 ms [2022-03-13 18:45:43 main:574] : INFO : Epoch 1892 | loss: 0.031206 | val_loss: 0.0312131 | Time: 1348.25 ms [2022-03-13 18:45:45 main:574] : INFO : Epoch 1893 | loss: 0.0312074 | val_loss: 0.0312111 | Time: 1331.78 ms [2022-03-13 18:45:46 main:574] : INFO : Epoch 1894 | loss: 0.0312047 | val_loss: 0.0312104 | Time: 1328.01 ms [2022-03-13 18:45:47 main:574] : INFO : Epoch 1895 | loss: 0.0312049 | val_loss: 0.031213 | Time: 1332.91 ms [2022-03-13 18:45:49 main:574] : INFO : Epoch 1896 | loss: 0.031206 | val_loss: 0.0312106 | Time: 1328.38 ms [2022-03-13 18:45:50 main:574] : INFO : Epoch 1897 | loss: 0.0312059 | val_loss: 0.0312117 | Time: 1581.55 ms [2022-03-13 18:45:52 main:574] : INFO : Epoch 1898 | loss: 0.0312066 | val_loss: 0.0312137 | Time: 1324.98 ms [2022-03-13 18:45:53 main:574] : INFO : Epoch 1899 | loss: 0.0312044 | val_loss: 0.031211 | Time: 1330.84 ms [2022-03-13 18:45:54 main:574] : INFO : Epoch 1900 | loss: 0.0312047 | val_loss: 0.0312177 | Time: 1340.33 ms [2022-03-13 18:45:56 main:574] : INFO : Epoch 1901 | loss: 0.0312069 | val_loss: 0.0312092 | Time: 1329.23 ms [2022-03-13 18:45:57 main:574] : INFO : Epoch 1902 | loss: 0.031204 | val_loss: 0.0312089 | Time: 1330.7 ms [2022-03-13 18:45:58 main:574] : INFO : Epoch 1903 | loss: 0.0312031 | val_loss: 0.031209 | Time: 1337.26 ms [2022-03-13 18:46:00 main:574] : INFO : Epoch 1904 | loss: 0.0312033 | val_loss: 0.0312102 | Time: 1526.97 ms [2022-03-13 18:46:01 main:574] : INFO : Epoch 1905 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 1384.45 ms [2022-03-13 18:46:03 main:574] : INFO : Epoch 1906 | loss: 0.0312034 | val_loss: 0.0312082 | Time: 1325.67 ms [2022-03-13 18:46:04 main:574] : INFO : Epoch 1907 | loss: 0.031206 | val_loss: 0.0312085 | Time: 1342.67 ms [2022-03-13 18:46:05 main:574] : INFO : Epoch 1908 | loss: 0.0312038 | val_loss: 0.0312089 | Time: 1331.63 ms [2022-03-13 18:46:07 main:574] : INFO : Epoch 1909 | loss: 0.0312026 | val_loss: 0.0312093 | Time: 1335.17 ms [2022-03-13 18:46:08 main:574] : INFO : Epoch 1910 | loss: 0.0312029 | val_loss: 0.0312108 | Time: 1337.19 ms [2022-03-13 18:46:09 main:574] : INFO : Epoch 1911 | loss: 0.0312038 | val_loss: 0.0312089 | Time: 1398.05 ms [2022-03-13 18:46:11 main:574] : INFO : Epoch 1912 | loss: 0.0312001 | val_loss: 0.0312088 | Time: 1554.44 ms [2022-03-13 18:46:12 main:574] : INFO : Epoch 1913 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 1338.19 ms [2022-03-13 18:46:14 main:574] : INFO : Epoch 1914 | loss: 0.0311994 | val_loss: 0.0312085 | Time: 1335.73 ms [2022-03-13 18:46:15 main:574] : INFO : Epoch 1915 | loss: 0.0312 | val_loss: 0.0312097 | Time: 1326.67 ms [2022-03-13 18:46:16 main:574] : INFO : Epoch 1916 | loss: 0.0311998 | val_loss: 0.031209 | Time: 1325.41 ms [2022-03-13 18:46:18 main:574] : INFO : Epoch 1917 | loss: 0.0311993 | val_loss: 0.0312093 | Time: 1331.43 ms [2022-03-13 18:46:19 main:574] : INFO : Epoch 1918 | loss: 0.031199 | val_loss: 0.0312083 | Time: 1337.63 ms [2022-03-13 18:46:20 main:574] : INFO : Epoch 1919 | loss: 0.0311985 | val_loss: 0.0312078 | Time: 1596.88 ms [2022-03-13 18:46:22 main:574] : INFO : Epoch 1920 | loss: 0.0312009 | val_loss: 0.0312127 | Time: 1339.28 ms [2022-03-13 18:46:23 main:574] : INFO : Epoch 1921 | loss: 0.0311982 | val_loss: 0.0312087 | Time: 1334.24 ms [2022-03-13 18:46:24 main:574] : INFO : Epoch 1922 | loss: 0.0311989 | val_loss: 0.0312092 | Time: 1327.44 ms [2022-03-13 18:46:26 main:574] : INFO : Epoch 1923 | loss: 0.0311979 | val_loss: 0.0312125 | Time: 1336.65 ms [2022-03-13 18:46:27 main:574] : INFO : Epoch 1924 | loss: 0.0311986 | val_loss: 0.0312091 | Time: 1321.47 ms [2022-03-13 18:46:28 main:574] : INFO : Epoch 1925 | loss: 0.0311999 | val_loss: 0.0312149 | Time: 1330.01 ms [2022-03-13 18:46:30 main:574] : INFO : Epoch 1926 | loss: 0.0311994 | val_loss: 0.0312176 | Time: 1599.32 ms [2022-03-13 18:46:31 main:574] : INFO : Epoch 1927 | loss: 0.0311989 | val_loss: 0.0312119 | Time: 1357.98 ms [2022-03-13 18:46:33 main:574] : INFO : Epoch 1928 | loss: 0.0311994 | val_loss: 0.0312082 | Time: 1332.94 ms [2022-03-13 18:46:34 main:574] : INFO : Epoch 1929 | loss: 0.0312004 | val_loss: 0.0312197 | Time: 1323.02 ms [2022-03-13 18:46:35 main:574] : INFO : Epoch 1930 | loss: 0.0312002 | val_loss: 0.0312097 | Time: 1326.71 ms [2022-03-13 18:46:37 main:574] : INFO : Epoch 1931 | loss: 0.0311997 | val_loss: 0.0312165 | Time: 1332 ms [2022-03-13 18:46:38 main:574] : INFO : Epoch 1932 | loss: 0.0312004 | val_loss: 0.0312161 | Time: 1330.55 ms [2022-03-13 18:46:40 main:574] : INFO : Epoch 1933 | loss: 0.0311987 | val_loss: 0.0312162 | Time: 1471.84 ms [2022-03-13 18:46:41 main:574] : INFO : Epoch 1934 | loss: 0.0311967 | val_loss: 0.0312109 | Time: 1379.01 ms [2022-03-13 18:46:42 main:574] : INFO : Epoch 1935 | loss: 0.0311977 | val_loss: 0.0312097 | Time: 1332.77 ms [2022-03-13 18:46:44 main:574] : INFO : Epoch 1936 | loss: 0.0312021 | val_loss: 0.0312189 | Time: 1330.15 ms [2022-03-13 18:46:45 main:574] : INFO : Epoch 1937 | loss: 0.0312032 | val_loss: 0.0312087 | Time: 1330.05 ms [2022-03-13 18:46:46 main:574] : INFO : Epoch 1938 | loss: 0.0311989 | val_loss: 0.0312105 | Time: 1331.73 ms [2022-03-13 18:46:48 main:574] : INFO : Epoch 1939 | loss: 0.031196 | val_loss: 0.0312096 | Time: 1328.06 ms [2022-03-13 18:46:49 main:574] : INFO : Epoch 1940 | loss: 0.0311962 | val_loss: 0.0312091 | Time: 1350.7 ms [2022-03-13 18:46:51 main:574] : INFO : Epoch 1941 | loss: 0.0311963 | val_loss: 0.0312118 | Time: 1636.15 ms [2022-03-13 18:46:52 main:574] : INFO : Epoch 1942 | loss: 0.0311969 | val_loss: 0.0312096 | Time: 1339.27 ms [2022-03-13 18:46:53 main:574] : INFO : Epoch 1943 | loss: 0.0311969 | val_loss: 0.031221 | Time: 1336.24 ms [2022-03-13 18:46:55 main:574] : INFO : Epoch 1944 | loss: 0.0311977 | val_loss: 0.0312093 | Time: 1329.85 ms [2022-03-13 18:46:56 main:574] : INFO : Epoch 1945 | loss: 0.0311953 | val_loss: 0.0312105 | Time: 1337.58 ms [2022-03-13 18:46:57 main:574] : INFO : Epoch 1946 | loss: 0.0311953 | val_loss: 0.0312147 | Time: 1326.47 ms [2022-03-13 18:46:59 main:574] : INFO : Epoch 1947 | loss: 0.0311994 | val_loss: 0.0312133 | Time: 1323.76 ms [2022-03-13 18:47:01 main:574] : INFO : Epoch 1948 | loss: 0.0311998 | val_loss: 0.0312085 | Time: 1869.41 ms [2022-03-13 18:47:02 main:574] : INFO : Epoch 1949 | loss: 0.0311964 | val_loss: 0.0312116 | Time: 1342.34 ms [2022-03-13 18:47:03 main:574] : INFO : Epoch 1950 | loss: 0.031196 | val_loss: 0.0312101 | Time: 1339.73 ms [2022-03-13 18:47:05 main:574] : INFO : Epoch 1951 | loss: 0.0311967 | val_loss: 0.0312116 | Time: 1325.52 ms [2022-03-13 18:47:06 main:574] : INFO : Epoch 1952 | loss: 0.0311971 | val_loss: 0.0312083 | Time: 1332.22 ms [2022-03-13 18:47:07 main:574] : INFO : Epoch 1953 | loss: 0.0311999 | val_loss: 0.0312154 | Time: 1332.5 ms [2022-03-13 18:47:09 main:574] : INFO : Epoch 1954 | loss: 0.0312012 | val_loss: 0.0312139 | Time: 1335.49 ms [2022-03-13 18:47:10 main:574] : INFO : Epoch 1955 | loss: 0.0311974 | val_loss: 0.0312152 | Time: 1577.56 ms [2022-03-13 18:47:11 main:574] : INFO : Epoch 1956 | loss: 0.031197 | val_loss: 0.0312096 | Time: 1345.72 ms [2022-03-13 18:47:13 main:574] : INFO : Epoch 1957 | loss: 0.0311964 | val_loss: 0.0312097 | Time: 1338.96 ms [2022-03-13 18:47:14 main:574] : INFO : Epoch 1958 | loss: 0.0311959 | val_loss: 0.0312138 | Time: 1333.6 ms [2022-03-13 18:47:15 main:574] : INFO : Epoch 1959 | loss: 0.0311983 | val_loss: 0.0312099 | Time: 1334.53 ms [2022-03-13 18:47:17 main:574] : INFO : Epoch 1960 | loss: 0.0312027 | val_loss: 0.031208 | Time: 1324.78 ms [2022-03-13 18:47:18 main:574] : INFO : Epoch 1961 | loss: 0.0311977 | val_loss: 0.0312068 | Time: 1331.87 ms [2022-03-13 18:47:20 main:574] : INFO : Epoch 1962 | loss: 0.0311961 | val_loss: 0.0312067 | Time: 1488.1 ms [2022-03-13 18:47:21 main:574] : INFO : Epoch 1963 | loss: 0.0311943 | val_loss: 0.0312093 | Time: 1449.43 ms [2022-03-13 18:47:22 main:574] : INFO : Epoch 1964 | loss: 0.0311996 | val_loss: 0.0312092 | Time: 1327.66 ms [2022-03-13 18:47:24 main:574] : INFO : Epoch 1965 | loss: 0.0312003 | val_loss: 0.0312183 | Time: 1333.13 ms [2022-03-13 18:47:25 main:574] : INFO : Epoch 1966 | loss: 0.0311963 | val_loss: 0.0312095 | Time: 1330.3 ms [2022-03-13 18:47:26 main:574] : INFO : Epoch 1967 | loss: 0.0311949 | val_loss: 0.0312115 | Time: 1339.45 ms [2022-03-13 18:47:28 main:574] : INFO : Epoch 1968 | loss: 0.0311931 | val_loss: 0.0312071 | Time: 1338.98 ms [2022-03-13 18:47:29 main:574] : INFO : Epoch 1969 | loss: 0.0311928 | val_loss: 0.0312083 | Time: 1374.3 ms [2022-03-13 18:47:31 main:574] : INFO : Epoch 1970 | loss: 0.0311957 | val_loss: 0.0312093 | Time: 1584.02 ms [2022-03-13 18:47:32 main:574] : INFO : Epoch 1971 | loss: 0.0311939 | val_loss: 0.0312087 | Time: 1340.5 ms [2022-03-13 18:47:33 main:574] : INFO : Epoch 1972 | loss: 0.0311955 | val_loss: 0.0312115 | Time: 1330.17 ms [2022-03-13 18:47:35 main:574] : INFO : Epoch 1973 | loss: 0.0311954 | val_loss: 0.0312172 | Time: 1333.44 ms [2022-03-13 18:47:36 main:574] : INFO : Epoch 1974 | loss: 0.0311938 | val_loss: 0.0312076 | Time: 1336.36 ms [2022-03-13 18:47:37 main:574] : INFO : Epoch 1975 | loss: 0.0311979 | val_loss: 0.0312211 | Time: 1336.62 ms [2022-03-13 18:47:39 main:574] : INFO : Epoch 1976 | loss: 0.0312002 | val_loss: 0.0312067 | Time: 1322.45 ms [2022-03-13 18:47:40 main:574] : INFO : Epoch 1977 | loss: 0.0311966 | val_loss: 0.0312062 | Time: 1538.5 ms [2022-03-13 18:47:42 main:574] : INFO : Epoch 1978 | loss: 0.031198 | val_loss: 0.0312071 | Time: 1358.58 ms [2022-03-13 18:47:43 main:574] : INFO : Epoch 1979 | loss: 0.0311966 | val_loss: 0.0312067 | Time: 1334.29 ms [2022-03-13 18:47:44 main:574] : INFO : Epoch 1980 | loss: 0.0311942 | val_loss: 0.0312109 | Time: 1353.52 ms [2022-03-13 18:47:46 main:574] : INFO : Epoch 1981 | loss: 0.0311946 | val_loss: 0.0312105 | Time: 1336.91 ms [2022-03-13 18:47:47 main:574] : INFO : Epoch 1982 | loss: 0.0311927 | val_loss: 0.0312064 | Time: 1331.71 ms [2022-03-13 18:47:48 main:574] : INFO : Epoch 1983 | loss: 0.0311943 | val_loss: 0.0312109 | Time: 1331.23 ms [2022-03-13 18:47:50 main:574] : INFO : Epoch 1984 | loss: 0.031204 | val_loss: 0.0312363 | Time: 1514.29 ms [2022-03-13 18:47:51 main:574] : INFO : Epoch 1985 | loss: 0.0312247 | val_loss: 0.0312247 | Time: 1381.49 ms [2022-03-13 18:47:53 main:574] : INFO : Epoch 1986 | loss: 0.0312075 | val_loss: 0.0312045 | Time: 1333.93 ms [2022-03-13 18:47:54 main:574] : INFO : Epoch 1987 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 1335.93 ms [2022-03-13 18:47:55 main:574] : INFO : Epoch 1988 | loss: 0.0312011 | val_loss: 0.0312021 | Time: 1336.53 ms [2022-03-13 18:47:57 main:574] : INFO : Epoch 1989 | loss: 0.0311995 | val_loss: 0.031201 | Time: 1332.51 ms [2022-03-13 18:47:58 main:574] : INFO : Epoch 1990 | loss: 0.0311988 | val_loss: 0.0312044 | Time: 1337.09 ms [2022-03-13 18:47:59 main:574] : INFO : Epoch 1991 | loss: 0.0311979 | val_loss: 0.0312051 | Time: 1442.39 ms [2022-03-13 18:48:01 main:574] : INFO : Epoch 1992 | loss: 0.0311961 | val_loss: 0.0312039 | Time: 1485.5 ms [2022-03-13 18:48:02 main:574] : INFO : Epoch 1993 | loss: 0.0311971 | val_loss: 0.0312039 | Time: 1341.06 ms [2022-03-13 18:48:04 main:574] : INFO : Epoch 1994 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 1334.52 ms [2022-03-13 18:48:05 main:574] : INFO : Epoch 1995 | loss: 0.0311942 | val_loss: 0.0312032 | Time: 1327.97 ms [2022-03-13 18:48:06 main:574] : INFO : Epoch 1996 | loss: 0.0311952 | val_loss: 0.0312075 | Time: 1338.61 ms [2022-03-13 18:48:08 main:574] : INFO : Epoch 1997 | loss: 0.0311946 | val_loss: 0.0312037 | Time: 1334.18 ms [2022-03-13 18:48:09 main:574] : INFO : Epoch 1998 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 1340.96 ms [2022-03-13 18:48:11 main:574] : INFO : Epoch 1999 | loss: 0.0311942 | val_loss: 0.0312023 | Time: 1686.02 ms [2022-03-13 18:48:12 main:574] : INFO : Epoch 2000 | loss: 0.0311932 | val_loss: 0.0312017 | Time: 1336.49 ms [2022-03-13 18:48:13 main:574] : INFO : Epoch 2001 | loss: 0.0311916 | val_loss: 0.0312018 | Time: 1334.98 ms [2022-03-13 18:48:15 main:574] : INFO : Epoch 2002 | loss: 0.0311972 | val_loss: 0.0312066 | Time: 1334.01 ms [2022-03-13 18:48:16 main:574] : INFO : Epoch 2003 | loss: 0.0311947 | val_loss: 0.0312044 | Time: 1337.17 ms [2022-03-13 18:48:17 main:574] : INFO : Epoch 2004 | loss: 0.031191 | val_loss: 0.0312053 | Time: 1327.13 ms [2022-03-13 18:48:19 main:574] : INFO : Epoch 2005 | loss: 0.031191 | val_loss: 0.0312024 | Time: 1330.73 ms [2022-03-13 18:48:20 main:574] : INFO : Epoch 2006 | loss: 0.0311923 | val_loss: 0.0312017 | Time: 1560.55 ms [2022-03-13 18:48:22 main:574] : INFO : Epoch 2007 | loss: 0.0311931 | val_loss: 0.0312021 | Time: 1345.09 ms [2022-03-13 18:48:23 main:574] : INFO : Epoch 2008 | loss: 0.0311934 | val_loss: 0.0312042 | Time: 1324.11 ms [2022-03-13 18:48:24 main:574] : INFO : Epoch 2009 | loss: 0.031192 | val_loss: 0.0312088 | Time: 1331.1 ms [2022-03-13 18:48:26 main:574] : INFO : Epoch 2010 | loss: 0.0311919 | val_loss: 0.0312017 | Time: 1334.25 ms [2022-03-13 18:48:27 main:574] : INFO : Epoch 2011 | loss: 0.0311899 | val_loss: 0.0312027 | Time: 1332.34 ms [2022-03-13 18:48:28 main:574] : INFO : Epoch 2012 | loss: 0.0311926 | val_loss: 0.0312053 | Time: 1328.54 ms [2022-03-13 18:48:30 main:574] : INFO : Epoch 2013 | loss: 0.0311944 | val_loss: 0.0312021 | Time: 1470.39 ms [2022-03-13 18:48:31 main:574] : INFO : Epoch 2014 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 1456.59 ms [2022-03-13 18:48:33 main:574] : INFO : Epoch 2015 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 1325.43 ms [2022-03-13 18:48:34 main:574] : INFO : Epoch 2016 | loss: 0.0311921 | val_loss: 0.0312015 | Time: 1329.59 ms [2022-03-13 18:48:35 main:574] : INFO : Epoch 2017 | loss: 0.031196 | val_loss: 0.0312032 | Time: 1331.06 ms [2022-03-13 18:48:37 main:574] : INFO : Epoch 2018 | loss: 0.0311932 | val_loss: 0.0312002 | Time: 1336.07 ms [2022-03-13 18:48:38 main:574] : INFO : Epoch 2019 | loss: 0.0311925 | val_loss: 0.0311993 | Time: 1335.84 ms [2022-03-13 18:48:39 main:574] : INFO : Epoch 2020 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 1379.06 ms [2022-03-13 18:48:41 main:574] : INFO : Epoch 2021 | loss: 0.0311957 | val_loss: 0.0312011 | Time: 1578.96 ms [2022-03-13 18:48:42 main:574] : INFO : Epoch 2022 | loss: 0.0311912 | val_loss: 0.0311996 | Time: 1339.79 ms [2022-03-13 18:48:44 main:574] : INFO : Epoch 2023 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 1345.08 ms [2022-03-13 18:48:45 main:574] : INFO : Epoch 2024 | loss: 0.031194 | val_loss: 0.0312035 | Time: 1334.76 ms [2022-03-13 18:48:46 main:574] : INFO : Epoch 2025 | loss: 0.0312 | val_loss: 0.0312016 | Time: 1337.44 ms [2022-03-13 18:48:48 main:574] : INFO : Epoch 2026 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 1334.5 ms [2022-03-13 18:48:49 main:574] : INFO : Epoch 2027 | loss: 0.0311969 | val_loss: 0.0312015 | Time: 1329.04 ms [2022-03-13 18:48:50 main:574] : INFO : Epoch 2028 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 1550.66 ms [2022-03-13 18:48:52 main:574] : INFO : Epoch 2029 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 1358.57 ms [2022-03-13 18:48:53 main:574] : INFO : Epoch 2030 | loss: 0.0311939 | val_loss: 0.0312111 | Time: 1327.67 ms [2022-03-13 18:48:54 main:574] : INFO : Epoch 2031 | loss: 0.0311943 | val_loss: 0.0312013 | Time: 1323.51 ms [2022-03-13 18:48:56 main:574] : INFO : Epoch 2032 | loss: 0.0311943 | val_loss: 0.0312021 | Time: 1341.97 ms [2022-03-13 18:48:57 main:574] : INFO : Epoch 2033 | loss: 0.0311912 | val_loss: 0.0312022 | Time: 1330.5 ms [2022-03-13 18:48:58 main:574] : INFO : Epoch 2034 | loss: 0.0311974 | val_loss: 0.0312111 | Time: 1350.22 ms [2022-03-13 18:49:00 main:574] : INFO : Epoch 2035 | loss: 0.0311924 | val_loss: 0.0312003 | Time: 1501.87 ms [2022-03-13 18:49:01 main:574] : INFO : Epoch 2036 | loss: 0.0311907 | val_loss: 0.0312037 | Time: 1433.27 ms [2022-03-13 18:49:03 main:574] : INFO : Epoch 2037 | loss: 0.0311942 | val_loss: 0.0312078 | Time: 1335.05 ms [2022-03-13 18:49:04 main:574] : INFO : Epoch 2038 | loss: 0.031207 | val_loss: 0.0312053 | Time: 1331.67 ms [2022-03-13 18:49:05 main:574] : INFO : Epoch 2039 | loss: 0.0312048 | val_loss: 0.0312032 | Time: 1330.88 ms [2022-03-13 18:49:07 main:574] : INFO : Epoch 2040 | loss: 0.0312018 | val_loss: 0.0312033 | Time: 1326.52 ms [2022-03-13 18:49:08 main:574] : INFO : Epoch 2041 | loss: 0.0312017 | val_loss: 0.0312007 | Time: 1331.31 ms [2022-03-13 18:49:10 main:574] : INFO : Epoch 2042 | loss: 0.0311991 | val_loss: 0.0311999 | Time: 1457.99 ms [2022-03-13 18:49:11 main:574] : INFO : Epoch 2043 | loss: 0.031198 | val_loss: 0.0311999 | Time: 1468.53 ms [2022-03-13 18:49:12 main:574] : INFO : Epoch 2044 | loss: 0.0311977 | val_loss: 0.0312027 | Time: 1338.68 ms [2022-03-13 18:49:14 main:574] : INFO : Epoch 2045 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 1324.56 ms [2022-03-13 18:49:15 main:574] : INFO : Epoch 2046 | loss: 0.0311957 | val_loss: 0.0311986 | Time: 1347.45 ms [2022-03-13 18:49:16 main:574] : INFO : Epoch 2047 | loss: 0.0311993 | val_loss: 0.0312003 | Time: 1344.09 ms [2022-03-13 18:49:18 main:574] : INFO : Epoch 2048 | loss: 0.031198 | val_loss: 0.0311999 | Time: 1331.66 ms [2022-03-13 18:49:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311999 [2022-03-13 18:49:18 main:603] : INFO : Saving end state to config to file [2022-03-13 18:49:18 main:608] : INFO : Success, exiting.. 18:49:18 (15024): 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)