Task 14551485
| Name | ParityModified-1647045819-31763-3-0_0 |
| Workunit | 11575859 |
| Created | 8 Apr 2022, 20:11:16 UTC |
| Sent | 10 Apr 2022, 18:54:48 UTC |
| Report deadline | 18 Apr 2022, 18:54:48 UTC |
| Received | 11 Apr 2022, 5:32:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 1 sec |
| CPU time | 41 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312041 | val_loss: 0.0312111 | Time: 1504.75 ms
[2022-04-11 05:49:36 main:574] : INFO : Epoch 1543 | loss: 0.0312042 | val_loss: 0.0312092 | Time: 1470.86 ms
[2022-04-11 05:49:37 main:574] : INFO : Epoch 1544 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 1329.6 ms
[2022-04-11 05:49:39 main:574] : INFO : Epoch 1545 | loss: 0.0312029 | val_loss: 0.0312095 | Time: 1477.66 ms
[2022-04-11 05:49:40 main:574] : INFO : Epoch 1546 | loss: 0.0312032 | val_loss: 0.0312083 | Time: 1458.11 ms
[2022-04-11 05:49:42 main:574] : INFO : Epoch 1547 | loss: 0.0312028 | val_loss: 0.0312077 | Time: 1490.22 ms
[2022-04-11 05:49:43 main:574] : INFO : Epoch 1548 | loss: 0.0312013 | val_loss: 0.0312083 | Time: 1504.25 ms
[2022-04-11 05:49:44 main:574] : INFO : Epoch 1549 | loss: 0.0312026 | val_loss: 0.0312094 | Time: 1339.05 ms
[2022-04-11 05:49:46 main:574] : INFO : Epoch 1550 | loss: 0.0312082 | val_loss: 0.031209 | Time: 1326.05 ms
[2022-04-11 05:49:47 main:574] : INFO : Epoch 1551 | loss: 0.0312077 | val_loss: 0.0312108 | Time: 1477.41 ms
[2022-04-11 05:49:49 main:574] : INFO : Epoch 1552 | loss: 0.0312076 | val_loss: 0.0312081 | Time: 1493.71 ms
[2022-04-11 05:49:50 main:574] : INFO : Epoch 1553 | loss: 0.0312051 | val_loss: 0.0312073 | Time: 1359.49 ms
[2022-04-11 05:49:52 main:574] : INFO : Epoch 1554 | loss: 0.0312035 | val_loss: 0.0312069 | Time: 1394.22 ms
[2022-04-11 05:49:53 main:574] : INFO : Epoch 1555 | loss: 0.031204 | val_loss: 0.0312078 | Time: 1377.2 ms
[2022-04-11 05:49:54 main:574] : INFO : Epoch 1556 | loss: 0.0312058 | val_loss: 0.0312076 | Time: 1522.29 ms
[2022-04-11 05:49:56 main:574] : INFO : Epoch 1557 | loss: 0.0312029 | val_loss: 0.0312111 | Time: 1481.68 ms
[2022-04-11 05:49:57 main:574] : INFO : Epoch 1558 | loss: 0.0312032 | val_loss: 0.0312081 | Time: 1492.68 ms
[2022-04-11 05:49:59 main:574] : INFO : Epoch 1559 | loss: 0.0312023 | val_loss: 0.0312074 | Time: 1489.76 ms
[2022-04-11 05:50:00 main:574] : INFO : Epoch 1560 | loss: 0.0312023 | val_loss: 0.031208 | Time: 1446.34 ms
[2022-04-11 05:50:02 main:574] : INFO : Epoch 1561 | loss: 0.0312032 | val_loss: 0.0312097 | Time: 1383.07 ms
[2022-04-11 05:50:03 main:574] : INFO : Epoch 1562 | loss: 0.0312056 | val_loss: 0.0312206 | Time: 1482.86 ms
[2022-04-11 05:50:05 main:574] : INFO : Epoch 1563 | loss: 0.0312057 | val_loss: 0.0312121 | Time: 1362.07 ms
[2022-04-11 05:50:06 main:574] : INFO : Epoch 1564 | loss: 0.0312033 | val_loss: 0.0312074 | Time: 1472.79 ms
[2022-04-11 05:50:08 main:574] : INFO : Epoch 1565 | loss: 0.0312013 | val_loss: 0.0312073 | Time: 1411.27 ms
[2022-04-11 05:50:09 main:574] : INFO : Epoch 1566 | loss: 0.0312009 | val_loss: 0.0312069 | Time: 1464.7 ms
[2022-04-11 05:50:11 main:574] : INFO : Epoch 1567 | loss: 0.0312002 | val_loss: 0.0312073 | Time: 1448.92 ms
[2022-04-11 05:50:12 main:574] : INFO : Epoch 1568 | loss: 0.031201 | val_loss: 0.031208 | Time: 1474.44 ms
[2022-04-11 05:50:14 main:574] : INFO : Epoch 1569 | loss: 0.0311995 | val_loss: 0.0312073 | Time: 1467.19 ms
[2022-04-11 05:50:15 main:574] : INFO : Epoch 1570 | loss: 0.0311988 | val_loss: 0.0312068 | Time: 1323.83 ms
[2022-04-11 05:50:16 main:574] : INFO : Epoch 1571 | loss: 0.0311988 | val_loss: 0.0312114 | Time: 1444.45 ms
[2022-04-11 05:50:18 main:574] : INFO : Epoch 1572 | loss: 0.0312019 | val_loss: 0.0312127 | Time: 1524.24 ms
[2022-04-11 05:50:19 main:574] : INFO : Epoch 1573 | loss: 0.0312019 | val_loss: 0.0312065 | Time: 1462.84 ms
[2022-04-11 05:50:21 main:574] : INFO : Epoch 1574 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 1345.17 ms
[2022-04-11 05:50:22 main:574] : INFO : Epoch 1575 | loss: 0.0312011 | val_loss: 0.0312097 | Time: 1473.6 ms
[2022-04-11 05:50:24 main:574] : INFO : Epoch 1576 | loss: 0.0312024 | val_loss: 0.0312059 | Time: 1459.67 ms
[2022-04-11 05:50:25 main:574] : INFO : Epoch 1577 | loss: 0.0312099 | val_loss: 0.031236 | Time: 1504.52 ms
[2022-04-11 05:50:27 main:574] : INFO : Epoch 1578 | loss: 0.0382325 | val_loss: 0.0355447 | Time: 1491 ms
[2022-04-11 05:50:28 main:574] : INFO : Epoch 1579 | loss: 0.121767 | val_loss: 0.0459455 | Time: 1385.3 ms
[2022-04-11 05:50:30 main:574] : INFO : Epoch 1580 | loss: 0.0407023 | val_loss: 0.0334727 | Time: 1523.79 ms
[2022-04-11 05:50:31 main:574] : INFO : Epoch 1581 | loss: 0.0327067 | val_loss: 0.03181 | Time: 1452.95 ms
[2022-04-11 05:50:33 main:574] : INFO : Epoch 1582 | loss: 0.0315682 | val_loss: 0.0314334 | Time: 1356.36 ms
[2022-04-11 05:50:34 main:574] : INFO : Epoch 1583 | loss: 0.0313968 | val_loss: 0.0313822 | Time: 1543.04 ms
[2022-04-11 05:50:36 main:574] : INFO : Epoch 1584 | loss: 0.0313548 | val_loss: 0.0313459 | Time: 1467.08 ms
[2022-04-11 05:50:37 main:574] : INFO : Epoch 1585 | loss: 0.0313381 | val_loss: 0.0313346 | Time: 1436.85 ms
[2022-04-11 05:50:39 main:574] : INFO : Epoch 1586 | loss: 0.0313288 | val_loss: 0.0313266 | Time: 1535.38 ms
[2022-04-11 05:50:40 main:574] : INFO : Epoch 1587 | loss: 0.0313215 | val_loss: 0.0313194 | Time: 1457.3 ms
[2022-04-11 05:50:42 main:574] : INFO : Epoch 1588 | loss: 0.0313153 | val_loss: 0.0313135 | Time: 1565.2 ms
[2022-04-11 05:50:43 main:574] : INFO : Epoch 1589 | loss: 0.0313095 | val_loss: 0.0313077 | Time: 1525.48 ms
[2022-04-11 05:50:45 main:574] : INFO : Epoch 1590 | loss: 0.0313045 | val_loss: 0.031303 | Time: 1514.1 ms
[2022-04-11 05:50:46 main:574] : INFO : Epoch 1591 | loss: 0.0313001 | val_loss: 0.0312989 | Time: 1508.59 ms
[2022-04-11 05:50:48 main:574] : INFO : Epoch 1592 | loss: 0.0312964 | val_loss: 0.0312951 | Time: 1534.3 ms
[2022-04-11 05:50:49 main:574] : INFO : Epoch 1593 | loss: 0.031293 | val_loss: 0.0312919 | Time: 1356.23 ms
[2022-04-11 05:50:51 main:574] : INFO : Epoch 1594 | loss: 0.03129 | val_loss: 0.0312888 | Time: 1485.68 ms
[2022-04-11 05:50:52 main:574] : INFO : Epoch 1595 | loss: 0.0312871 | val_loss: 0.0312866 | Time: 1403.35 ms
[2022-04-11 05:50:54 main:574] : INFO : Epoch 1596 | loss: 0.0312847 | val_loss: 0.0312837 | Time: 1383.32 ms
[2022-04-11 05:50:55 main:574] : INFO : Epoch 1597 | loss: 0.0312821 | val_loss: 0.0312813 | Time: 1429.49 ms
[2022-04-11 05:50:57 main:574] : INFO : Epoch 1598 | loss: 0.03128 | val_loss: 0.0312793 | Time: 1524.82 ms
[2022-04-11 05:50:58 main:574] : INFO : Epoch 1599 | loss: 0.031278 | val_loss: 0.0312774 | Time: 1538.54 ms
[2022-04-11 05:50:59 main:574] : INFO : Epoch 1600 | loss: 0.0312764 | val_loss: 0.0312757 | Time: 1349.11 ms
[2022-04-11 05:51:01 main:574] : INFO : Epoch 1601 | loss: 0.0312745 | val_loss: 0.0312741 | Time: 1443.78 ms
[2022-04-11 05:51:02 main:574] : INFO : Epoch 1602 | loss: 0.031273 | val_loss: 0.0312725 | Time: 1447.95 ms
[2022-04-11 05:51:04 main:574] : INFO : Epoch 1603 | loss: 0.0312716 | val_loss: 0.0312712 | Time: 1553.18 ms
[2022-04-11 05:51:05 main:574] : INFO : Epoch 1604 | loss: 0.0312703 | val_loss: 0.03127 | Time: 1467.42 ms
[2022-04-11 05:51:07 main:574] : INFO : Epoch 1605 | loss: 0.0312691 | val_loss: 0.0312689 | Time: 1483.08 ms
[2022-04-11 05:51:08 main:574] : INFO : Epoch 1606 | loss: 0.031268 | val_loss: 0.0312676 | Time: 1452.98 ms
[2022-04-11 05:51:10 main:574] : INFO : Epoch 1607 | loss: 0.0312669 | val_loss: 0.0312667 | Time: 1492.37 ms
[2022-04-11 05:51:11 main:574] : INFO : Epoch 1608 | loss: 0.0312659 | val_loss: 0.0312659 | Time: 1436.08 ms
[2022-04-11 05:51:13 main:574] : INFO : Epoch 1609 | loss: 0.031265 | val_loss: 0.0312648 | Time: 1496.22 ms
[2022-04-11 05:51:14 main:574] : INFO : Epoch 1610 | loss: 0.0312642 | val_loss: 0.0312641 | Time: 1497.79 ms
[2022-04-11 05:51:16 main:574] : INFO : Epoch 1611 | loss: 0.0312635 | val_loss: 0.0312631 | Time: 1390.07 ms
[2022-04-11 05:51:17 main:574] : INFO : Epoch 1612 | loss: 0.0312625 | val_loss: 0.0312624 | Time: 1383.31 ms
[2022-04-11 05:51:19 main:574] : INFO : Epoch 1613 | loss: 0.0312618 | val_loss: 0.0312619 | Time: 1512.78 ms
[2022-04-11 05:51:20 main:574] : INFO : Epoch 1614 | loss: 0.0312611 | val_loss: 0.031261 | Time: 1500.02 ms
[2022-04-11 05:51:22 main:574] : INFO : Epoch 1615 | loss: 0.0312605 | val_loss: 0.0312604 | Time: 1495.27 ms
[2022-04-11 05:51:23 main:574] : INFO : Epoch 1616 | loss: 0.0312599 | val_loss: 0.0312598 | Time: 1463.8 ms
[2022-04-11 05:51:25 main:574] : INFO : Epoch 1617 | loss: 0.0312594 | val_loss: 0.0312593 | Time: 1499.23 ms
[2022-04-11 05:51:26 main:574] : INFO : Epoch 1618 | loss: 0.0312588 | val_loss: 0.0312591 | Time: 1489.77 ms
[2022-04-11 05:51:28 main:574] : INFO : Epoch 1619 | loss: 0.0312582 | val_loss: 0.0312584 | Time: 1421.47 ms
[2022-04-11 05:51:29 main:574] : INFO : Epoch 1620 | loss: 0.0312578 | val_loss: 0.031258 | Time: 1516.14 ms
[2022-04-11 05:51:31 main:574] : INFO : Epoch 1621 | loss: 0.0312574 | val_loss: 0.0312573 | Time: 1467.76 ms
[2022-04-11 05:51:32 main:574] : INFO : Epoch 1622 | loss: 0.0312569 | val_loss: 0.0312569 | Time: 1375.66 ms
[2022-04-11 05:51:33 main:574] : INFO : Epoch 1623 | loss: 0.0312565 | val_loss: 0.0312565 | Time: 1427.84 ms
[2022-04-11 05:51:35 main:574] : INFO : Epoch 1624 | loss: 0.031256 | val_loss: 0.0312562 | Time: 1500.97 ms
[2022-04-11 05:51:36 main:574] : INFO : Epoch 1625 | loss: 0.0312555 | val_loss: 0.0312556 | Time: 1352.17 ms
[2022-04-11 05:51:38 main:574] : INFO : Epoch 1626 | loss: 0.0312552 | val_loss: 0.0312556 | Time: 1406.94 ms
[2022-04-11 05:51:39 main:574] : INFO : Epoch 1627 | loss: 0.0312553 | val_loss: 0.031255 | Time: 1404.65 ms
[2022-04-11 05:51:41 main:574] : INFO : Epoch 1628 | loss: 0.0312546 | val_loss: 0.0312546 | Time: 1461.48 ms
[2022-04-11 05:51:42 main:574] : INFO : Epoch 1629 | loss: 0.0312541 | val_loss: 0.0312547 | Time: 1477.51 ms
[2022-04-11 05:51:44 main:574] : INFO : Epoch 1630 | loss: 0.031254 | val_loss: 0.0312543 | Time: 1462.22 ms
[2022-04-11 05:51:45 main:574] : INFO : Epoch 1631 | loss: 0.0312536 | val_loss: 0.0312538 | Time: 1443.78 ms
[2022-04-11 05:51:47 main:574] : INFO : Epoch 1632 | loss: 0.0312532 | val_loss: 0.0312537 | Time: 1466.31 ms
[2022-04-11 05:51:48 main:574] : INFO : Epoch 1633 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 1425.73 ms
[2022-04-11 05:51:49 main:574] : INFO : Epoch 1634 | loss: 0.0312526 | val_loss: 0.0312528 | Time: 1406.7 ms
[2022-04-11 05:51:51 main:574] : INFO : Epoch 1635 | loss: 0.0312522 | val_loss: 0.0312525 | Time: 1346.87 ms
[2022-04-11 05:51:52 main:574] : INFO : Epoch 1636 | loss: 0.031252 | val_loss: 0.0312523 | Time: 1532.83 ms
[2022-04-11 05:51:54 main:574] : INFO : Epoch 1637 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 1440.63 ms
[2022-04-11 05:51:55 main:574] : INFO : Epoch 1638 | loss: 0.0312514 | val_loss: 0.031252 | Time: 1331.8 ms
[2022-04-11 05:51:57 main:574] : INFO : Epoch 1639 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 1365.07 ms
[2022-04-11 05:51:58 main:574] : INFO : Epoch 1640 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1506.92 ms
[2022-04-11 05:52:00 main:574] : INFO : Epoch 1641 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1478.36 ms
[2022-04-11 05:52:01 main:574] : INFO : Epoch 1642 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1486.41 ms
[2022-04-11 05:52:03 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1507.64 ms
[2022-04-11 05:52:04 main:574] : INFO : Epoch 1644 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1478.44 ms
[2022-04-11 05:52:06 main:574] : INFO : Epoch 1645 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1503.9 ms
[2022-04-11 05:52:07 main:574] : INFO : Epoch 1646 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1332.86 ms
[2022-04-11 05:52:09 main:574] : INFO : Epoch 1647 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1518.5 ms
[2022-04-11 05:52:10 main:574] : INFO : Epoch 1648 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1524.72 ms
[2022-04-11 05:52:11 main:574] : INFO : Epoch 1649 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1399.5 ms
[2022-04-11 05:52:13 main:574] : INFO : Epoch 1650 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1425.75 ms
[2022-04-11 05:52:14 main:574] : INFO : Epoch 1651 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1433.09 ms
[2022-04-11 05:52:16 main:574] : INFO : Epoch 1652 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1376.13 ms
[2022-04-11 05:52:17 main:574] : INFO : Epoch 1653 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1453.98 ms
[2022-04-11 05:52:19 main:574] : INFO : Epoch 1654 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1454.57 ms
[2022-04-11 05:52:20 main:574] : INFO : Epoch 1655 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1495.2 ms
[2022-04-11 05:52:22 main:574] : INFO : Epoch 1656 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 1494.44 ms
[2022-04-11 05:52:23 main:574] : INFO : Epoch 1657 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 1420.91 ms
[2022-04-11 05:52:25 main:574] : INFO : Epoch 1658 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 1483.53 ms
[2022-04-11 05:52:26 main:574] : INFO : Epoch 1659 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1458.68 ms
[2022-04-11 05:52:28 main:574] : INFO : Epoch 1660 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 1529.46 ms
[2022-04-11 05:52:29 main:574] : INFO : Epoch 1661 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 1322.72 ms
[2022-04-11 05:52:30 main:574] : INFO : Epoch 1662 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 1328.62 ms
[2022-04-11 05:52:32 main:574] : INFO : Epoch 1663 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 1478.21 ms
[2022-04-11 05:52:33 main:574] : INFO : Epoch 1664 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 1401.17 ms
[2022-04-11 05:52:35 main:574] : INFO : Epoch 1665 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 1472.76 ms
[2022-04-11 05:52:36 main:574] : INFO : Epoch 1666 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 1545.2 ms
[2022-04-11 05:52:38 main:574] : INFO : Epoch 1667 | loss: 0.031247 | val_loss: 0.0312469 | Time: 1493.09 ms
[2022-04-11 05:52:39 main:574] : INFO : Epoch 1668 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 1414.27 ms
[2022-04-11 05:52:41 main:574] : INFO : Epoch 1669 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 1502.82 ms
[2022-04-11 05:52:42 main:574] : INFO : Epoch 1670 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1322.84 ms
[2022-04-11 05:52:44 main:574] : INFO : Epoch 1671 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 1399.15 ms
[2022-04-11 05:52:45 main:574] : INFO : Epoch 1672 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 1407.34 ms
[2022-04-11 05:52:46 main:574] : INFO : Epoch 1673 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 1475.41 ms
[2022-04-11 05:52:48 main:574] : INFO : Epoch 1674 | loss: 0.0312452 | val_loss: 0.0312462 | Time: 1404.84 ms
[2022-04-11 05:52:49 main:574] : INFO : Epoch 1675 | loss: 0.031245 | val_loss: 0.0312464 | Time: 1335.72 ms
[2022-04-11 05:52:51 main:574] : INFO : Epoch 1676 | loss: 0.031245 | val_loss: 0.031246 | Time: 1442.19 ms
[2022-04-11 05:52:52 main:574] : INFO : Epoch 1677 | loss: 0.0312449 | val_loss: 0.031246 | Time: 1507.61 ms
[2022-04-11 05:52:54 main:574] : INFO : Epoch 1678 | loss: 0.0312445 | val_loss: 0.0312459 | Time: 1432.11 ms
[2022-04-11 05:52:55 main:574] : INFO : Epoch 1679 | loss: 0.0312445 | val_loss: 0.0312464 | Time: 1398.52 ms
[2022-04-11 05:52:56 main:574] : INFO : Epoch 1680 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 1389.2 ms
[2022-04-11 05:52:58 main:574] : INFO : Epoch 1681 | loss: 0.0312443 | val_loss: 0.0312456 | Time: 1518.18 ms
[2022-04-11 05:52:59 main:574] : INFO : Epoch 1682 | loss: 0.0312439 | val_loss: 0.0312455 | Time: 1475.76 ms
[2022-04-11 05:53:01 main:574] : INFO : Epoch 1683 | loss: 0.0312439 | val_loss: 0.0312453 | Time: 1493.51 ms
[2022-04-11 05:53:02 main:574] : INFO : Epoch 1684 | loss: 0.0312442 | val_loss: 0.0312472 | Time: 1324.82 ms
[2022-04-11 05:53:04 main:574] : INFO : Epoch 1685 | loss: 0.0312442 | val_loss: 0.0312453 | Time: 1344.68 ms
[2022-04-11 05:53:05 main:574] : INFO : Epoch 1686 | loss: 0.0312435 | val_loss: 0.0312456 | Time: 1476.07 ms
[2022-04-11 05:53:07 main:574] : INFO : Epoch 1687 | loss: 0.0312435 | val_loss: 0.0312452 | Time: 1407.41 ms
[2022-04-11 05:53:08 main:574] : INFO : Epoch 1688 | loss: 0.0312433 | val_loss: 0.0312449 | Time: 1499.21 ms
[2022-04-11 05:53:10 main:574] : INFO : Epoch 1689 | loss: 0.0312431 | val_loss: 0.0312458 | Time: 1525.01 ms
[2022-04-11 05:53:11 main:574] : INFO : Epoch 1690 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 1361.2 ms
[2022-04-11 05:53:12 main:574] : INFO : Epoch 1691 | loss: 0.031243 | val_loss: 0.0312454 | Time: 1386.64 ms
[2022-04-11 05:53:14 main:574] : INFO : Epoch 1692 | loss: 0.0312431 | val_loss: 0.0312452 | Time: 1544.53 ms
[2022-04-11 05:53:15 main:574] : INFO : Epoch 1693 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 1472.7 ms
[2022-04-11 05:53:17 main:574] : INFO : Epoch 1694 | loss: 0.0312429 | val_loss: 0.0312444 | Time: 1483.13 ms
[2022-04-11 05:53:18 main:574] : INFO : Epoch 1695 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 1427.23 ms
[2022-04-11 05:53:20 main:574] : INFO : Epoch 1696 | loss: 0.031243 | val_loss: 0.0312448 | Time: 1458.45 ms
[2022-04-11 05:53:21 main:574] : INFO : Epoch 1697 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 1438.24 ms
[2022-04-11 05:53:23 main:574] : INFO : Epoch 1698 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 1338.58 ms
[2022-04-11 05:53:24 main:574] : INFO : Epoch 1699 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 1467.58 ms
[2022-04-11 05:53:26 main:574] : INFO : Epoch 1700 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 1332 ms
[2022-04-11 05:53:27 main:574] : INFO : Epoch 1701 | loss: 0.0312424 | val_loss: 0.031244 | Time: 1463.02 ms
[2022-04-11 05:53:29 main:574] : INFO : Epoch 1702 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1439.06 ms
[2022-04-11 05:53:30 main:574] : INFO : Epoch 1703 | loss: 0.0312429 | val_loss: 0.031244 | Time: 1337.3 ms
[2022-04-11 05:53:31 main:574] : INFO : Epoch 1704 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 1477.52 ms
[2022-04-11 05:53:33 main:574] : INFO : Epoch 1705 | loss: 0.0312421 | val_loss: 0.031244 | Time: 1413.89 ms
[2022-04-11 05:53:34 main:574] : INFO : Epoch 1706 | loss: 0.0312423 | val_loss: 0.031244 | Time: 1386.53 ms
[2022-04-11 05:53:36 main:574] : INFO : Epoch 1707 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 1475.03 ms
[2022-04-11 05:53:37 main:574] : INFO : Epoch 1708 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 1453.75 ms
[2022-04-11 05:53:39 main:574] : INFO : Epoch 1709 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 1370.35 ms
[2022-04-11 05:53:40 main:574] : INFO : Epoch 1710 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 1327.9 ms
[2022-04-11 05:53:41 main:574] : INFO : Epoch 1711 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 1344.91 ms
[2022-04-11 05:53:43 main:574] : INFO : Epoch 1712 | loss: 0.0312418 | val_loss: 0.031243 | Time: 1505.49 ms
[2022-04-11 05:53:44 main:574] : INFO : Epoch 1713 | loss: 0.0312418 | val_loss: 0.0312428 | Time: 1491.74 ms
[2022-04-11 05:53:46 main:574] : INFO : Epoch 1714 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 1558.33 ms
[2022-04-11 05:53:47 main:574] : INFO : Epoch 1715 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 1543.29 ms
[2022-04-11 05:53:49 main:574] : INFO : Epoch 1716 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 1486.5 ms
[2022-04-11 05:53:50 main:574] : INFO : Epoch 1717 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 1462.96 ms
[2022-04-11 05:53:52 main:574] : INFO : Epoch 1718 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 1495.98 ms
[2022-04-11 05:53:53 main:574] : INFO : Epoch 1719 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 1473.28 ms
[2022-04-11 05:53:55 main:574] : INFO : Epoch 1720 | loss: 0.0312413 | val_loss: 0.0312429 | Time: 1481.09 ms
[2022-04-11 05:53:56 main:574] : INFO : Epoch 1721 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 1414.71 ms
[2022-04-11 05:53:58 main:574] : INFO : Epoch 1722 | loss: 0.0312413 | val_loss: 0.0312428 | Time: 1508.78 ms
[2022-04-11 05:53:59 main:574] : INFO : Epoch 1723 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 1559.98 ms
[2022-04-11 05:54:01 main:574] : INFO : Epoch 1724 | loss: 0.0312421 | val_loss: 0.031242 | Time: 1497.82 ms
[2022-04-11 05:54:02 main:574] : INFO : Epoch 1725 | loss: 0.0312399 | val_loss: 0.0312389 | Time: 1399.87 ms
[2022-04-11 05:54:04 main:574] : INFO : Epoch 1726 | loss: 0.031239 | val_loss: 0.0312374 | Time: 1483.7 ms
[2022-04-11 05:54:05 main:574] : INFO : Epoch 1727 | loss: 0.0312386 | val_loss: 0.0312381 | Time: 1355.98 ms
[2022-04-11 05:54:07 main:574] : INFO : Epoch 1728 | loss: 0.0312388 | val_loss: 0.0312378 | Time: 1456.6 ms
[2022-04-11 05:54:08 main:574] : INFO : Epoch 1729 | loss: 0.0312387 | val_loss: 0.031237 | Time: 1438.79 ms
[2022-04-11 05:54:10 main:574] : INFO : Epoch 1730 | loss: 0.0312385 | val_loss: 0.031237 | Time: 1407.59 ms
[2022-04-11 05:54:11 main:574] : INFO : Epoch 1731 | loss: 0.0312381 | val_loss: 0.0312366 | Time: 1362.55 ms
[2022-04-11 05:54:12 main:574] : INFO : Epoch 1732 | loss: 0.0312381 | val_loss: 0.03124 | Time: 1480.11 ms
[2022-04-11 05:54:14 main:574] : INFO : Epoch 1733 | loss: 0.0312385 | val_loss: 0.0312363 | Time: 1494.38 ms
[2022-04-11 05:54:15 main:574] : INFO : Epoch 1734 | loss: 0.0312379 | val_loss: 0.0312364 | Time: 1475.02 ms
[2022-04-11 05:54:17 main:574] : INFO : Epoch 1735 | loss: 0.0312389 | val_loss: 0.0312384 | Time: 1540.93 ms
[2022-04-11 05:54:18 main:574] : INFO : Epoch 1736 | loss: 0.0312381 | val_loss: 0.0312364 | Time: 1459.66 ms
[2022-04-11 05:54:20 main:574] : INFO : Epoch 1737 | loss: 0.0312372 | val_loss: 0.0312362 | Time: 1393.33 ms
[2022-04-11 05:54:21 main:574] : INFO : Epoch 1738 | loss: 0.0312375 | val_loss: 0.0312372 | Time: 1503.03 ms
[2022-04-11 05:54:23 main:574] : INFO : Epoch 1739 | loss: 0.0312373 | val_loss: 0.0312361 | Time: 1333.67 ms
[2022-04-11 05:54:24 main:574] : INFO : Epoch 1740 | loss: 0.0312372 | val_loss: 0.031236 | Time: 1491.46 ms
[2022-04-11 05:54:26 main:574] : INFO : Epoch 1741 | loss: 0.0312373 | val_loss: 0.0312363 | Time: 1469.09 ms
[2022-04-11 05:54:27 main:574] : INFO : Epoch 1742 | loss: 0.0312371 | val_loss: 0.0312359 | Time: 1529.5 ms
[2022-04-11 05:54:29 main:574] : INFO : Epoch 1743 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 1466.46 ms
[2022-04-11 05:54:30 main:574] : INFO : Epoch 1744 | loss: 0.0312367 | val_loss: 0.0312363 | Time: 1481.77 ms
[2022-04-11 05:54:32 main:574] : INFO : Epoch 1745 | loss: 0.0312363 | val_loss: 0.0312348 | Time: 1493.51 ms
[2022-04-11 05:54:33 main:574] : INFO : Epoch 1746 | loss: 0.0312364 | val_loss: 0.0312345 | Time: 1435.29 ms
[2022-04-11 05:54:35 main:574] : INFO : Epoch 1747 | loss: 0.0312362 | val_loss: 0.0312344 | Time: 1501.78 ms
[2022-04-11 05:54:36 main:574] : INFO : Epoch 1748 | loss: 0.0312361 | val_loss: 0.0312343 | Time: 1494.76 ms
[2022-04-11 05:54:38 main:574] : INFO : Epoch 1749 | loss: 0.0312366 | val_loss: 0.031235 | Time: 1435.12 ms
[2022-04-11 05:54:39 main:574] : INFO : Epoch 1750 | loss: 0.031236 | val_loss: 0.0312355 | Time: 1342.05 ms
[2022-04-11 05:54:41 main:574] : INFO : Epoch 1751 | loss: 0.0312359 | val_loss: 0.0312342 | Time: 1524.36 ms
[2022-04-11 05:54:42 main:574] : INFO : Epoch 1752 | loss: 0.031236 | val_loss: 0.031234 | Time: 1392.01 ms
[2022-04-11 05:54:43 main:574] : INFO : Epoch 1753 | loss: 0.0312358 | val_loss: 0.0312339 | Time: 1445.17 ms
[2022-04-11 05:54:45 main:574] : INFO : Epoch 1754 | loss: 0.0312363 | val_loss: 0.0312366 | Time: 1464.28 ms
[2022-04-11 05:54:46 main:574] : INFO : Epoch 1755 | loss: 0.0312363 | val_loss: 0.0312337 | Time: 1395.22 ms
[2022-04-11 05:54:48 main:574] : INFO : Epoch 1756 | loss: 0.0312375 | val_loss: 0.0312358 | Time: 1472.62 ms
[2022-04-11 05:54:49 main:574] : INFO : Epoch 1757 | loss: 0.0312365 | val_loss: 0.0312345 | Time: 1474.16 ms
[2022-04-11 05:54:51 main:574] : INFO : Epoch 1758 | loss: 0.0312357 | val_loss: 0.0312339 | Time: 1496.86 ms
[2022-04-11 05:54:52 main:574] : INFO : Epoch 1759 | loss: 0.0312357 | val_loss: 0.0312335 | Time: 1428.48 ms
[2022-04-11 05:54:54 main:574] : INFO : Epoch 1760 | loss: 0.0312362 | val_loss: 0.0312335 | Time: 1435.9 ms
[2022-04-11 05:54:55 main:574] : INFO : Epoch 1761 | loss: 0.0312356 | val_loss: 0.0312336 | Time: 1488.75 ms
[2022-04-11 05:54:57 main:574] : INFO : Epoch 1762 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 1530.4 ms
[2022-04-11 05:54:58 main:574] : INFO : Epoch 1763 | loss: 0.0312366 | val_loss: 0.0312333 | Time: 1432.59 ms
[2022-04-11 05:55:00 main:574] : INFO : Epoch 1764 | loss: 0.0312353 | val_loss: 0.0312345 | Time: 1475.83 ms
[2022-04-11 05:55:01 main:574] : INFO : Epoch 1765 | loss: 0.0312353 | val_loss: 0.0312332 | Time: 1498.27 ms
[2022-04-11 05:55:03 main:574] : INFO : Epoch 1766 | loss: 0.0312357 | val_loss: 0.0312337 | Time: 1471.07 ms
[2022-04-11 05:55:04 main:574] : INFO : Epoch 1767 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 1329.85 ms
[2022-04-11 05:55:06 main:574] : INFO : Epoch 1768 | loss: 0.0312361 | val_loss: 0.0312345 | Time: 1402.84 ms
[2022-04-11 05:55:07 main:574] : INFO : Epoch 1769 | loss: 0.0312348 | val_loss: 0.0312343 | Time: 1506.48 ms
[2022-04-11 05:55:09 main:574] : INFO : Epoch 1770 | loss: 0.0312352 | val_loss: 0.0312347 | Time: 1507.98 ms
[2022-04-11 05:55:10 main:574] : INFO : Epoch 1771 | loss: 0.031235 | val_loss: 0.0312339 | Time: 1538.84 ms
[2022-04-11 05:55:12 main:574] : INFO : Epoch 1772 | loss: 0.0312345 | val_loss: 0.0312335 | Time: 1503.64 ms
[2022-04-11 05:55:13 main:574] : INFO : Epoch 1773 | loss: 0.0312349 | val_loss: 0.0312325 | Time: 1333.71 ms
[2022-04-11 05:55:15 main:574] : INFO : Epoch 1774 | loss: 0.0312344 | val_loss: 0.0312337 | Time: 1445.42 ms
[2022-04-11 05:55:16 main:574] : INFO : Epoch 1775 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 1366.62 ms
[2022-04-11 05:55:17 main:574] : INFO : Epoch 1776 | loss: 0.0312351 | val_loss: 0.0312345 | Time: 1387.97 ms
[2022-04-11 05:55:19 main:574] : INFO : Epoch 1777 | loss: 0.0312356 | val_loss: 0.031235 | Time: 1492.87 ms
[2022-04-11 05:55:20 main:574] : INFO : Epoch 1778 | loss: 0.0312353 | val_loss: 0.0312349 | Time: 1455.02 ms
[2022-04-11 05:55:22 main:574] : INFO : Epoch 1779 | loss: 0.0312349 | val_loss: 0.0312336 | Time: 1357.41 ms
[2022-04-11 05:55:23 main:574] : INFO : Epoch 1780 | loss: 0.0312357 | val_loss: 0.0312369 | Time: 1412.99 ms
[2022-04-11 05:55:25 main:574] : INFO : Epoch 1781 | loss: 0.0312378 | val_loss: 0.0312377 | Time: 1463.34 ms
[2022-04-11 05:55:26 main:574] : INFO : Epoch 1782 | loss: 0.0312363 | val_loss: 0.0312347 | Time: 1470.91 ms
[2022-04-11 05:55:27 main:574] : INFO : Epoch 1783 | loss: 0.0312353 | val_loss: 0.031234 | Time: 1356.08 ms
[2022-04-11 05:55:29 main:574] : INFO : Epoch 1784 | loss: 0.0312345 | val_loss: 0.0312347 | Time: 1481.35 ms
[2022-04-11 05:55:30 main:574] : INFO : Epoch 1785 | loss: 0.0312358 | val_loss: 0.0312347 | Time: 1479.96 ms
[2022-04-11 05:55:32 main:574] : INFO : Epoch 1786 | loss: 0.0312364 | val_loss: 0.0312336 | Time: 1463.72 ms
[2022-04-11 05:55:33 main:574] : INFO : Epoch 1787 | loss: 0.0312356 | val_loss: 0.0312332 | Time: 1370.72 ms
[2022-04-11 05:55:35 main:574] : INFO : Epoch 1788 | loss: 0.0312341 | val_loss: 0.0312333 | Time: 1436.58 ms
[2022-04-11 05:55:36 main:574] : INFO : Epoch 1789 | loss: 0.0312344 | val_loss: 0.0312337 | Time: 1465.67 ms
[2022-04-11 05:55:38 main:574] : INFO : Epoch 1790 | loss: 0.0312342 | val_loss: 0.031233 | Time: 1424.97 ms
[2022-04-11 05:55:39 main:574] : INFO : Epoch 1791 | loss: 0.0312341 | val_loss: 0.0312337 | Time: 1446.55 ms
[2022-04-11 05:55:41 main:574] : INFO : Epoch 1792 | loss: 0.0312345 | val_loss: 0.0312329 | Time: 1395.75 ms
[2022-04-11 05:55:42 main:574] : INFO : Epoch 1793 | loss: 0.031235 | val_loss: 0.0312341 | Time: 1394.52 ms
[2022-04-11 05:55:43 main:574] : INFO : Epoch 1794 | loss: 0.0312351 | val_loss: 0.0312341 | Time: 1458.72 ms
[2022-04-11 05:55:45 main:574] : INFO : Epoch 1795 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 1547.17 ms
[2022-04-11 05:55:46 main:574] : INFO : Epoch 1796 | loss: 0.0312339 | val_loss: 0.0312348 | Time: 1429.41 ms
[2022-04-11 05:55:48 main:574] : INFO : Epoch 1797 | loss: 0.0312342 | val_loss: 0.0312331 | Time: 1357.21 ms
[2022-04-11 05:55:49 main:574] : INFO : Epoch 1798 | loss: 0.0312343 | val_loss: 0.0312335 | Time: 1329.74 ms
[2022-04-11 05:55:51 main:574] : INFO : Epoch 1799 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 1407.99 ms
[2022-04-11 05:55:52 main:574] : INFO : Epoch 1800 | loss: 0.0312351 | val_loss: 0.0312364 | Time: 1514.43 ms
[2022-04-11 05:55:53 main:574] : INFO : Epoch 1801 | loss: 0.0312338 | val_loss: 0.0312329 | Time: 1378.1 ms
[2022-04-11 05:55:55 main:574] : INFO : Epoch 1802 | loss: 0.031234 | val_loss: 0.0312326 | Time: 1341.35 ms
[2022-04-11 05:55:56 main:574] : INFO : Epoch 1803 | loss: 0.0312344 | val_loss: 0.0312332 | Time: 1528.35 ms
[2022-04-11 05:55:58 main:574] : INFO : Epoch 1804 | loss: 0.0312346 | val_loss: 0.0312345 | Time: 1425 ms
[2022-04-11 05:55:59 main:574] : INFO : Epoch 1805 | loss: 0.0312335 | val_loss: 0.0312324 | Time: 1469.11 ms
[2022-04-11 05:56:01 main:574] : INFO : Epoch 1806 | loss: 0.0312334 | val_loss: 0.031233 | Time: 1446.93 ms
[2022-04-11 05:56:02 main:574] : INFO : Epoch 1807 | loss: 0.0312335 | val_loss: 0.0312331 | Time: 1360.41 ms
[2022-04-11 05:56:03 main:574] : INFO : Epoch 1808 | loss: 0.031234 | val_loss: 0.0312323 | Time: 1332.13 ms
[2022-04-11 05:56:05 main:574] : INFO : Epoch 1809 | loss: 0.0312334 | val_loss: 0.0312324 | Time: 1420.03 ms
[2022-04-11 05:56:06 main:574] : INFO : Epoch 1810 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 1505.45 ms
[2022-04-11 05:56:08 main:574] : INFO : Epoch 1811 | loss: 0.0312344 | val_loss: 0.0312326 | Time: 1348.23 ms
[2022-04-11 05:56:09 main:574] : INFO : Epoch 1812 | loss: 0.0312343 | val_loss: 0.0312322 | Time: 1329.38 ms
[2022-04-11 05:56:11 main:574] : INFO : Epoch 1813 | loss: 0.0312338 | val_loss: 0.0312328 | Time: 1487.88 ms
[2022-04-11 05:56:12 main:574] : INFO : Epoch 1814 | loss: 0.0312335 | val_loss: 0.0312344 | Time: 1346.21 ms
[2022-04-11 05:56:13 main:574] : INFO : Epoch 1815 | loss: 0.0312337 | val_loss: 0.031233 | Time: 1463.12 ms
[2022-04-11 05:56:15 main:574] : INFO : Epoch 1816 | loss: 0.0312332 | val_loss: 0.0312323 | Time: 1409.92 ms
[2022-04-11 05:56:16 main:574] : INFO : Epoch 1817 | loss: 0.0312327 | val_loss: 0.0312321 | Time: 1469.92 ms
[2022-04-11 05:56:18 main:574] : INFO : Epoch 1818 | loss: 0.0312326 | val_loss: 0.0312321 | Time: 1345.68 ms
[2022-04-11 05:56:19 main:574] : INFO : Epoch 1819 | loss: 0.0312328 | val_loss: 0.0312341 | Time: 1427.86 ms
[2022-04-11 05:56:21 main:574] : INFO : Epoch 1820 | loss: 0.0312335 | val_loss: 0.0312342 | Time: 1447.7 ms
[2022-04-11 05:56:22 main:574] : INFO : Epoch 1821 | loss: 0.031235 | val_loss: 0.0312322 | Time: 1428.48 ms
[2022-04-11 05:56:24 main:574] : INFO : Epoch 1822 | loss: 0.0312326 | val_loss: 0.0312324 | Time: 1449.6 ms
[2022-04-11 05:56:25 main:574] : INFO : Epoch 1823 | loss: 0.0312325 | val_loss: 0.0312325 | Time: 1389.71 ms
[2022-04-11 05:56:26 main:574] : INFO : Epoch 1824 | loss: 0.0312324 | val_loss: 0.0312326 | Time: 1418.58 ms
[2022-04-11 05:56:28 main:574] : INFO : Epoch 1825 | loss: 0.0312329 | val_loss: 0.031233 | Time: 1463.11 ms
[2022-04-11 05:56:29 main:574] : INFO : Epoch 1826 | loss: 0.0312328 | val_loss: 0.0312327 | Time: 1478.56 ms
[2022-04-11 05:56:31 main:574] : INFO : Epoch 1827 | loss: 0.0312341 | val_loss: 0.0312316 | Time: 1458.04 ms
[2022-04-11 05:56:32 main:574] : INFO : Epoch 1828 | loss: 0.0312322 | val_loss: 0.0312323 | Time: 1484.52 ms
[2022-04-11 05:56:34 main:574] : INFO : Epoch 1829 | loss: 0.0312324 | val_loss: 0.0312315 | Time: 1463.31 ms
[2022-04-11 05:56:35 main:574] : INFO : Epoch 1830 | loss: 0.0312322 | val_loss: 0.0312321 | Time: 1484.23 ms
[2022-04-11 05:56:37 main:574] : INFO : Epoch 1831 | loss: 0.0312322 | val_loss: 0.0312318 | Time: 1450.84 ms
[2022-04-11 05:56:38 main:574] : INFO : Epoch 1832 | loss: 0.0312326 | val_loss: 0.0312316 | Time: 1515.25 ms
[2022-04-11 05:56:40 main:574] : INFO : Epoch 1833 | loss: 0.0312322 | val_loss: 0.0312315 | Time: 1518.57 ms
[2022-04-11 05:56:41 main:574] : INFO : Epoch 1834 | loss: 0.0312321 | val_loss: 0.0312322 | Time: 1496.66 ms
[2022-04-11 05:56:43 main:574] : INFO : Epoch 1835 | loss: 0.0312322 | val_loss: 0.0312325 | Time: 1356.41 ms
[2022-04-11 05:56:44 main:574] : INFO : Epoch 1836 | loss: 0.0312324 | val_loss: 0.0312332 | Time: 1459.74 ms
[2022-04-11 05:56:46 main:574] : INFO : Epoch 1837 | loss: 0.031233 | val_loss: 0.031232 | Time: 1359.07 ms
[2022-04-11 05:56:47 main:574] : INFO : Epoch 1838 | loss: 0.0312318 | val_loss: 0.0312321 | Time: 1417.25 ms
[2022-04-11 05:56:49 main:574] : INFO : Epoch 1839 | loss: 0.0312323 | val_loss: 0.0312337 | Time: 1545.3 ms
[2022-04-11 05:56:50 main:574] : INFO : Epoch 1840 | loss: 0.0312336 | val_loss: 0.0312351 | Time: 1329.81 ms
[2022-04-11 05:56:51 main:574] : INFO : Epoch 1841 | loss: 0.0312339 | val_loss: 0.0312424 | Time: 1517.42 ms
[2022-04-11 05:56:53 main:574] : INFO : Epoch 1842 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 1384.97 ms
[2022-04-11 05:56:54 main:574] : INFO : Epoch 1843 | loss: 0.0312338 | val_loss: 0.0312315 | Time: 1493.45 ms
[2022-04-11 05:56:56 main:574] : INFO : Epoch 1844 | loss: 0.0312329 | val_loss: 0.0312324 | Time: 1539.95 ms
[2022-04-11 05:56:58 main:574] : INFO : Epoch 1845 | loss: 0.031232 | val_loss: 0.0312323 | Time: 1539.3 ms
[2022-04-11 05:56:59 main:574] : INFO : Epoch 1846 | loss: 0.0312316 | val_loss: 0.031232 | Time: 1485.17 ms
[2022-04-11 05:57:01 main:574] : INFO : Epoch 1847 | loss: 0.0312321 | val_loss: 0.0312318 | Time: 1518.43 ms
[2022-04-11 05:57:02 main:574] : INFO : Epoch 1848 | loss: 0.0312318 | val_loss: 0.0312337 | Time: 1478.35 ms
[2022-04-11 05:57:03 main:574] : INFO : Epoch 1849 | loss: 0.0312324 | val_loss: 0.0312324 | Time: 1345.82 ms
[2022-04-11 05:57:05 main:574] : INFO : Epoch 1850 | loss: 0.031232 | val_loss: 0.0312322 | Time: 1490.29 ms
[2022-04-11 05:57:06 main:574] : INFO : Epoch 1851 | loss: 0.0312328 | val_loss: 0.0312363 | Time: 1441.91 ms
[2022-04-11 05:57:08 main:574] : INFO : Epoch 1852 | loss: 0.0312331 | val_loss: 0.0312314 | Time: 1439.84 ms
[2022-04-11 05:57:09 main:574] : INFO : Epoch 1853 | loss: 0.0312309 | val_loss: 0.0312312 | Time: 1367.73 ms
[2022-04-11 05:57:11 main:574] : INFO : Epoch 1854 | loss: 0.0312315 | val_loss: 0.0312311 | Time: 1341.03 ms
[2022-04-11 05:57:12 main:574] : INFO : Epoch 1855 | loss: 0.0312313 | val_loss: 0.0312339 | Time: 1436.25 ms
[2022-04-11 05:57:14 main:574] : INFO : Epoch 1856 | loss: 0.0312345 | val_loss: 0.0312315 | Time: 1523.87 ms
[2022-04-11 05:57:15 main:574] : INFO : Epoch 1857 | loss: 0.0312364 | val_loss: 0.0312344 | Time: 1462.17 ms
[2022-04-11 05:57:17 main:574] : INFO : Epoch 1858 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 1443.98 ms
[2022-04-11 05:57:18 main:574] : INFO : Epoch 1859 | loss: 0.0312317 | val_loss: 0.0312317 | Time: 1437.74 ms
[2022-04-11 05:57:20 main:574] : INFO : Epoch 1860 | loss: 0.0312319 | val_loss: 0.0312319 | Time: 1520.81 ms
[2022-04-11 05:57:21 main:574] : INFO : Epoch 1861 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 1447.85 ms
[2022-04-11 05:57:22 main:574] : INFO : Epoch 1862 | loss: 0.0312315 | val_loss: 0.0312334 | Time: 1358.89 ms
[2022-04-11 05:57:24 main:574] : INFO : Epoch 1863 | loss: 0.0312317 | val_loss: 0.0312311 | Time: 1467.51 ms
[2022-04-11 05:57:25 main:574] : INFO : Epoch 1864 | loss: 0.0312307 | val_loss: 0.0312318 | Time: 1507.02 ms
[2022-04-11 05:57:27 main:574] : INFO : Epoch 1865 | loss: 0.031233 | val_loss: 0.0312326 | Time: 1472.47 ms
[2022-04-11 05:57:28 main:574] : INFO : Epoch 1866 | loss: 0.0312311 | val_loss: 0.0312308 | Time: 1386.65 ms
[2022-04-11 05:57:30 main:574] : INFO : Epoch 1867 | loss: 0.0312318 | val_loss: 0.0312375 | Time: 1507.48 ms
[2022-04-11 05:57:31 main:574] : INFO : Epoch 1868 | loss: 0.0312323 | val_loss: 0.0312312 | Time: 1453.51 ms
[2022-04-11 05:57:33 main:574] : INFO : Epoch 1869 | loss: 0.031234 | val_loss: 0.0312323 | Time: 1411.1 ms
[2022-04-11 05:57:34 main:574] : INFO : Epoch 1870 | loss: 0.0312316 | val_loss: 0.0312305 | Time: 1512.96 ms
[2022-04-11 05:57:36 main:574] : INFO : Epoch 1871 | loss: 0.0312315 | val_loss: 0.0312317 | Time: 1418.03 ms
[2022-04-11 05:57:37 main:574] : INFO : Epoch 1872 | loss: 0.031231 | val_loss: 0.0312308 | Time: 1457.07 ms
[2022-04-11 05:57:39 main:574] : INFO : Epoch 1873 | loss: 0.0312303 | val_loss: 0.0312306 | Time: 1472.57 ms
[2022-04-11 05:57:40 main:574] : INFO : Epoch 1874 | loss: 0.0312311 | val_loss: 0.0312317 | Time: 1501.68 ms
[2022-04-11 05:57:42 main:574] : INFO : Epoch 1875 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 1378.07 ms
[2022-04-11 05:57:43 main:574] : INFO : Epoch 1876 | loss: 0.031236 | val_loss: 0.0312445 | Time: 1338.81 ms
[2022-04-11 05:57:44 main:574] : INFO : Epoch 1877 | loss: 0.0312338 | val_loss: 0.0312303 | Time: 1513.58 ms
[2022-04-11 05:57:46 main:574] : INFO : Epoch 1878 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 1460.35 ms
[2022-04-11 05:57:47 main:574] : INFO : Epoch 1879 | loss: 0.0312311 | val_loss: 0.0312322 | Time: 1471.65 ms
[2022-04-11 05:57:49 main:574] : INFO : Epoch 1880 | loss: 0.0312315 | val_loss: 0.0312301 | Time: 1452.56 ms
[2022-04-11 05:57:50 main:574] : INFO : Epoch 1881 | loss: 0.0312317 | val_loss: 0.0312371 | Time: 1383.38 ms
[2022-04-11 05:57:52 main:574] : INFO : Epoch 1882 | loss: 0.0312326 | val_loss: 0.0312326 | Time: 1338.01 ms
[2022-04-11 05:57:53 main:574] : INFO : Epoch 1883 | loss: 0.031231 | val_loss: 0.0312303 | Time: 1484.3 ms
[2022-04-11 05:57:55 main:574] : INFO : Epoch 1884 | loss: 0.0312307 | val_loss: 0.0312309 | Time: 1332.93 ms
[2022-04-11 05:57:56 main:574] : INFO : Epoch 1885 | loss: 0.0312333 | val_loss: 0.0312307 | Time: 1367.44 ms
[2022-04-11 05:57:57 main:574] : INFO : Epoch 1886 | loss: 0.0312365 | val_loss: 0.0312399 | Time: 1484.52 ms
[2022-04-11 05:57:59 main:574] : INFO : Epoch 1887 | loss: 0.0312316 | val_loss: 0.0312302 | Time: 1408.9 ms
[2022-04-11 05:58:00 main:574] : INFO : Epoch 1888 | loss: 0.031232 | val_loss: 0.0312338 | Time: 1337.34 ms
[2022-04-11 05:58:02 main:574] : INFO : Epoch 1889 | loss: 0.0312316 | val_loss: 0.031231 | Time: 1438.62 ms
[2022-04-11 05:58:03 main:574] : INFO : Epoch 1890 | loss: 0.0312301 | val_loss: 0.0312311 | Time: 1525.25 ms
[2022-04-11 05:58:05 main:574] : INFO : Epoch 1891 | loss: 0.03123 | val_loss: 0.0312312 | Time: 1438.51 ms
[2022-04-11 05:58:06 main:574] : INFO : Epoch 1892 | loss: 0.0312297 | val_loss: 0.0312301 | Time: 1493.7 ms
[2022-04-11 05:58:08 main:574] : INFO : Epoch 1893 | loss: 0.0312308 | val_loss: 0.0312319 | Time: 1425.75 ms
[2022-04-11 05:58:09 main:574] : INFO : Epoch 1894 | loss: 0.0312308 | val_loss: 0.0312306 | Time: 1322.86 ms
[2022-04-11 05:58:10 main:574] : INFO : Epoch 1895 | loss: 0.0312313 | val_loss: 0.0312334 | Time: 1451.64 ms
[2022-04-11 05:58:12 main:574] : INFO : Epoch 1896 | loss: 0.0312311 | val_loss: 0.0312332 | Time: 1520.31 ms
[2022-04-11 05:58:13 main:574] : INFO : Epoch 1897 | loss: 0.0312329 | val_loss: 0.0312309 | Time: 1356.02 ms
[2022-04-11 05:58:15 main:574] : INFO : Epoch 1898 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 1445.03 ms
[2022-04-11 05:58:16 main:574] : INFO : Epoch 1899 | loss: 0.0312329 | val_loss: 0.0312424 | Time: 1545.03 ms
[2022-04-11 05:58:18 main:574] : INFO : Epoch 1900 | loss: 0.0312326 | val_loss: 0.0312306 | Time: 1467.24 ms
[2022-04-11 05:58:19 main:574] : INFO : Epoch 1901 | loss: 0.0312314 | val_loss: 0.0312333 | Time: 1331.64 ms
[2022-04-11 05:58:21 main:574] : INFO : Epoch 1902 | loss: 0.031233 | val_loss: 0.0312328 | Time: 1416.25 ms
[2022-04-11 05:58:22 main:574] : INFO : Epoch 1903 | loss: 0.0312339 | val_loss: 0.0312332 | Time: 1446.24 ms
[2022-04-11 05:58:24 main:574] : INFO : Epoch 1904 | loss: 0.0312314 | val_loss: 0.0312299 | Time: 1397.15 ms
[2022-04-11 05:58:25 main:574] : INFO : Epoch 1905 | loss: 0.0312305 | val_loss: 0.0312327 | Time: 1509.25 ms
[2022-04-11 05:58:27 main:574] : INFO : Epoch 1906 | loss: 0.0312317 | val_loss: 0.0312297 | Time: 1510.96 ms
[2022-04-11 05:58:28 main:574] : INFO : Epoch 1907 | loss: 0.0312302 | val_loss: 0.0312298 | Time: 1485.79 ms
[2022-04-11 05:58:29 main:574] : INFO : Epoch 1908 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 1365.2 ms
[2022-04-11 05:58:31 main:574] : INFO : Epoch 1909 | loss: 0.0312347 | val_loss: 0.0312317 | Time: 1402.23 ms
[2022-04-11 05:58:32 main:574] : INFO : Epoch 1910 | loss: 0.0312304 | val_loss: 0.0312294 | Time: 1517.63 ms
[2022-04-11 05:58:34 main:574] : INFO : Epoch 1911 | loss: 0.0312308 | val_loss: 0.0312293 | Time: 1529.43 ms
[2022-04-11 05:58:35 main:574] : INFO : Epoch 1912 | loss: 0.03123 | val_loss: 0.0312312 | Time: 1427.58 ms
[2022-04-11 05:58:37 main:574] : INFO : Epoch 1913 | loss: 0.0312325 | val_loss: 0.0312359 | Time: 1490.58 ms
[2022-04-11 05:58:38 main:574] : INFO : Epoch 1914 | loss: 0.031234 | val_loss: 0.0312297 | Time: 1438.83 ms
[2022-04-11 05:58:40 main:574] : INFO : Epoch 1915 | loss: 0.0312312 | val_loss: 0.0312327 | Time: 1503.28 ms
[2022-04-11 05:58:41 main:574] : INFO : Epoch 1916 | loss: 0.0312312 | val_loss: 0.0312298 | Time: 1478.27 ms
[2022-04-11 05:58:43 main:574] : INFO : Epoch 1917 | loss: 0.0312315 | val_loss: 0.0312355 | Time: 1372.4 ms
[2022-04-11 05:58:44 main:574] : INFO : Epoch 1918 | loss: 0.0312318 | val_loss: 0.0312329 | Time: 1474.66 ms
[2022-04-11 05:58:46 main:574] : INFO : Epoch 1919 | loss: 0.0312319 | val_loss: 0.0312292 | Time: 1336.55 ms
[2022-04-11 05:58:47 main:574] : INFO : Epoch 1920 | loss: 0.0312307 | val_loss: 0.0312303 | Time: 1465.49 ms
[2022-04-11 05:58:49 main:574] : INFO : Epoch 1921 | loss: 0.031232 | val_loss: 0.0312304 | Time: 1497.17 ms
[2022-04-11 05:58:50 main:574] : INFO : Epoch 1922 | loss: 0.0312302 | val_loss: 0.0312286 | Time: 1525.35 ms
[2022-04-11 05:58:52 main:574] : INFO : Epoch 1923 | loss: 0.0312304 | val_loss: 0.0312296 | Time: 1471.39 ms
[2022-04-11 05:58:53 main:574] : INFO : Epoch 1924 | loss: 0.0312309 | val_loss: 0.0312332 | Time: 1369.96 ms
[2022-04-11 05:58:55 main:574] : INFO : Epoch 1925 | loss: 0.0312331 | val_loss: 0.0312343 | Time: 1396.84 ms
[2022-04-11 05:58:56 main:574] : INFO : Epoch 1926 | loss: 0.0312298 | val_loss: 0.0312287 | Time: 1449.58 ms
[2022-04-11 05:58:57 main:574] : INFO : Epoch 1927 | loss: 0.0312294 | val_loss: 0.0312283 | Time: 1335.6 ms
[2022-04-11 05:58:59 main:574] : INFO : Epoch 1928 | loss: 0.0312303 | val_loss: 0.0312302 | Time: 1531.07 ms
[2022-04-11 05:59:00 main:574] : INFO : Epoch 1929 | loss: 0.0312311 | val_loss: 0.0312317 | Time: 1428.99 ms
[2022-04-11 05:59:02 main:574] : INFO : Epoch 1930 | loss: 0.0312314 | val_loss: 0.0312286 | Time: 1479.87 ms
[2022-04-11 05:59:03 main:574] : INFO : Epoch 1931 | loss: 0.0312306 | val_loss: 0.0312318 | Time: 1465.74 ms
[2022-04-11 05:59:05 main:574] : INFO : Epoch 1932 | loss: 0.0312295 | val_loss: 0.0312283 | Time: 1358.47 ms
[2022-04-11 05:59:06 main:574] : INFO : Epoch 1933 | loss: 0.0312294 | val_loss: 0.0312289 | Time: 1477.81 ms
[2022-04-11 05:59:08 main:574] : INFO : Epoch 1934 | loss: 0.0312317 | val_loss: 0.0312284 | Time: 1342.65 ms
[2022-04-11 05:59:09 main:574] : INFO : Epoch 1935 | loss: 0.0312314 | val_loss: 0.0312318 | Time: 1392.5 ms
[2022-04-11 05:59:10 main:574] : INFO : Epoch 1936 | loss: 0.0312297 | val_loss: 0.0312288 | Time: 1498.71 ms
[2022-04-11 05:59:12 main:574] : INFO : Epoch 1937 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 1409.43 ms
[2022-04-11 05:59:13 main:574] : INFO : Epoch 1938 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1537.92 ms
[2022-04-11 05:59:15 main:574] : INFO : Epoch 1939 | loss: 0.0312299 | val_loss: 0.031228 | Time: 1466.81 ms
[2022-04-11 05:59:16 main:574] : INFO : Epoch 1940 | loss: 0.0312324 | val_loss: 0.0312505 | Time: 1389.72 ms
[2022-04-11 05:59:18 main:574] : INFO : Epoch 1941 | loss: 0.0312372 | val_loss: 0.0312297 | Time: 1445.45 ms
[2022-04-11 05:59:19 main:574] : INFO : Epoch 1942 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 1500.23 ms
[2022-04-11 05:59:21 main:574] : INFO : Epoch 1943 | loss: 0.0312303 | val_loss: 0.031228 | Time: 1329.82 ms
[2022-04-11 05:59:22 main:574] : INFO : Epoch 1944 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 1432.06 ms
[2022-04-11 05:59:23 main:574] : INFO : Epoch 1945 | loss: 0.0312305 | val_loss: 0.0312284 | Time: 1346.52 ms
[2022-04-11 05:59:25 main:574] : INFO : Epoch 1946 | loss: 0.0312322 | val_loss: 0.0312303 | Time: 1394.75 ms
[2022-04-11 05:59:26 main:574] : INFO : Epoch 1947 | loss: 0.0312302 | val_loss: 0.0312278 | Time: 1500.06 ms
[2022-04-11 05:59:28 main:574] : INFO : Epoch 1948 | loss: 0.0312305 | val_loss: 0.0312292 | Time: 1547.07 ms
[2022-04-11 05:59:29 main:574] : INFO : Epoch 1949 | loss: 0.031229 | val_loss: 0.0312293 | Time: 1375.8 ms
[2022-04-11 05:59:31 main:574] : INFO : Epoch 1950 | loss: 0.031229 | val_loss: 0.0312287 | Time: 1338.1 ms
[2022-04-11 05:59:32 main:574] : INFO : Epoch 1951 | loss: 0.0312294 | val_loss: 0.0312277 | Time: 1439.89 ms
[2022-04-11 05:59:34 main:574] : INFO : Epoch 1952 | loss: 0.0312311 | val_loss: 0.0312288 | Time: 1476.81 ms
[2022-04-11 05:59:35 main:574] : INFO : Epoch 1953 | loss: 0.0312297 | val_loss: 0.0312275 | Time: 1453.23 ms
[2022-04-11 05:59:37 main:574] : INFO : Epoch 1954 | loss: 0.031229 | val_loss: 0.0312278 | Time: 1526.17 ms
[2022-04-11 05:59:38 main:574] : INFO : Epoch 1955 | loss: 0.0312299 | val_loss: 0.0312279 | Time: 1427.34 ms
[2022-04-11 05:59:40 main:574] : INFO : Epoch 1956 | loss: 0.0312303 | val_loss: 0.0312281 | Time: 1480.33 ms
[2022-04-11 05:59:41 main:574] : INFO : Epoch 1957 | loss: 0.0312297 | val_loss: 0.0312289 | Time: 1459.39 ms
[2022-04-11 05:59:43 main:574] : INFO : Epoch 1958 | loss: 0.0312293 | val_loss: 0.0312274 | Time: 1458.29 ms
[2022-04-11 05:59:44 main:574] : INFO : Epoch 1959 | loss: 0.0312285 | val_loss: 0.0312287 | Time: 1496.45 ms
[2022-04-11 05:59:46 main:574] : INFO : Epoch 1960 | loss: 0.0312303 | val_loss: 0.0312298 | Time: 1501.93 ms
[2022-04-11 05:59:47 main:574] : INFO : Epoch 1961 | loss: 0.0312296 | val_loss: 0.0312332 | Time: 1494.47 ms
[2022-04-11 05:59:49 main:574] : INFO : Epoch 1962 | loss: 0.0312304 | val_loss: 0.0312295 | Time: 1439.65 ms
[2022-04-11 05:59:50 main:574] : INFO : Epoch 1963 | loss: 0.0312295 | val_loss: 0.0312277 | Time: 1435.63 ms
[2022-04-11 05:59:51 main:574] : INFO : Epoch 1964 | loss: 0.0312304 | val_loss: 0.0312309 | Time: 1470 ms
[2022-04-11 05:59:53 main:574] : INFO : Epoch 1965 | loss: 0.0312323 | val_loss: 0.0312291 | Time: 1340.37 ms
[2022-04-11 05:59:54 main:574] : INFO : Epoch 1966 | loss: 0.0312314 | val_loss: 0.0312281 | Time: 1493.07 ms
[2022-04-11 05:59:56 main:574] : INFO : Epoch 1967 | loss: 0.031231 | val_loss: 0.0312334 | Time: 1423.65 ms
[2022-04-11 05:59:57 main:574] : INFO : Epoch 1968 | loss: 0.0312315 | val_loss: 0.0312347 | Time: 1332.53 ms
[2022-04-11 05:59:59 main:574] : INFO : Epoch 1969 | loss: 0.0312305 | val_loss: 0.0312282 | Time: 1459.91 ms
[2022-04-11 06:00:00 main:574] : INFO : Epoch 1970 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 1425.08 ms
[2022-04-11 06:00:01 main:574] : INFO : Epoch 1971 | loss: 0.0312308 | val_loss: 0.0312293 | Time: 1373.98 ms
[2022-04-11 06:00:03 main:574] : INFO : Epoch 1972 | loss: 0.0312306 | val_loss: 0.0312343 | Time: 1347.41 ms
[2022-04-11 06:00:04 main:574] : INFO : Epoch 1973 | loss: 0.0312301 | val_loss: 0.0312287 | Time: 1489.26 ms
[2022-04-11 06:00:06 main:574] : INFO : Epoch 1974 | loss: 0.031234 | val_loss: 0.0312279 | Time: 1407.75 ms
[2022-04-11 06:00:07 main:574] : INFO : Epoch 1975 | loss: 0.0312298 | val_loss: 0.0312285 | Time: 1511.94 ms
[2022-04-11 06:00:09 main:574] : INFO : Epoch 1976 | loss: 0.0312302 | val_loss: 0.0312283 | Time: 1538.95 ms
[2022-04-11 06:00:10 main:574] : INFO : Epoch 1977 | loss: 0.0312289 | val_loss: 0.0312269 | Time: 1467.26 ms
[2022-04-11 06:00:12 main:574] : INFO : Epoch 1978 | loss: 0.0312304 | val_loss: 0.031236 | Time: 1477.32 ms
[2022-04-11 06:00:13 main:574] : INFO : Epoch 1979 | loss: 0.0312332 | val_loss: 0.0312359 | Time: 1440.23 ms
[2022-04-11 06:00:15 main:574] : INFO : Epoch 1980 | loss: 0.0312297 | val_loss: 0.031229 | Time: 1428.86 ms
[2022-04-11 06:00:16 main:574] : INFO : Epoch 1981 | loss: 0.031229 | val_loss: 0.0312293 | Time: 1387.54 ms
[2022-04-11 06:00:17 main:574] : INFO : Epoch 1982 | loss: 0.0312289 | val_loss: 0.0312284 | Time: 1398.87 ms
[2022-04-11 06:00:19 main:574] : INFO : Epoch 1983 | loss: 0.0312285 | val_loss: 0.0312263 | Time: 1487.31 ms
[2022-04-11 06:00:20 main:574] : INFO : Epoch 1984 | loss: 0.0312304 | val_loss: 0.0312333 | Time: 1504.23 ms
[2022-04-11 06:00:22 main:574] : INFO : Epoch 1985 | loss: 0.0312318 | val_loss: 0.0312262 | Time: 1477.64 ms
[2022-04-11 06:00:23 main:574] : INFO : Epoch 1986 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 1392.57 ms
[2022-04-11 06:00:25 main:574] : INFO : Epoch 1987 | loss: 0.0312294 | val_loss: 0.0312322 | Time: 1335.69 ms
[2022-04-11 06:00:26 main:574] : INFO : Epoch 1988 | loss: 0.031229 | val_loss: 0.0312259 | Time: 1459.16 ms
[2022-04-11 06:00:28 main:574] : INFO : Epoch 1989 | loss: 0.0312282 | val_loss: 0.0312285 | Time: 1367.31 ms
[2022-04-11 06:00:29 main:574] : INFO : Epoch 1990 | loss: 0.0312303 | val_loss: 0.0312265 | Time: 1438.88 ms
[2022-04-11 06:00:30 main:574] : INFO : Epoch 1991 | loss: 0.0312301 | val_loss: 0.031226 | Time: 1366.04 ms
[2022-04-11 06:00:32 main:574] : INFO : Epoch 1992 | loss: 0.0312284 | val_loss: 0.0312261 | Time: 1531.9 ms
[2022-04-11 06:00:34 main:574] : INFO : Epoch 1993 | loss: 0.0312278 | val_loss: 0.0312266 | Time: 1473.92 ms
[2022-04-11 06:00:35 main:574] : INFO : Epoch 1994 | loss: 0.0312288 | val_loss: 0.0312311 | Time: 1507.81 ms
[2022-04-11 06:00:37 main:574] : INFO : Epoch 1995 | loss: 0.0312298 | val_loss: 0.0312262 | Time: 1530.38 ms
[2022-04-11 06:00:38 main:574] : INFO : Epoch 1996 | loss: 0.0312287 | val_loss: 0.0312265 | Time: 1481.36 ms
[2022-04-11 06:00:40 main:574] : INFO : Epoch 1997 | loss: 0.0312298 | val_loss: 0.031229 | Time: 1536.62 ms
[2022-04-11 06:00:41 main:574] : INFO : Epoch 1998 | loss: 0.0312292 | val_loss: 0.0312254 | Time: 1502.18 ms
[2022-04-11 06:00:43 main:574] : INFO : Epoch 1999 | loss: 0.0312278 | val_loss: 0.0312253 | Time: 1443.42 ms
[2022-04-11 06:00:44 main:574] : INFO : Epoch 2000 | loss: 0.0312276 | val_loss: 0.0312257 | Time: 1436.44 ms
[2022-04-11 06:00:46 main:574] : INFO : Epoch 2001 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 1497.11 ms
[2022-04-11 06:00:47 main:574] : INFO : Epoch 2002 | loss: 0.0312276 | val_loss: 0.0312266 | Time: 1456.23 ms
[2022-04-11 06:00:48 main:574] : INFO : Epoch 2003 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 1451.02 ms
[2022-04-11 06:00:50 main:574] : INFO : Epoch 2004 | loss: 0.0312282 | val_loss: 0.0312258 | Time: 1477.28 ms
[2022-04-11 06:00:51 main:574] : INFO : Epoch 2005 | loss: 0.031228 | val_loss: 0.0312255 | Time: 1403.47 ms
[2022-04-11 06:00:53 main:574] : INFO : Epoch 2006 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 1363.14 ms
[2022-04-11 06:00:54 main:574] : INFO : Epoch 2007 | loss: 0.0312282 | val_loss: 0.0312266 | Time: 1381.97 ms
[2022-04-11 06:00:56 main:574] : INFO : Epoch 2008 | loss: 0.0312284 | val_loss: 0.0312265 | Time: 1348.1 ms
[2022-04-11 06:00:57 main:574] : INFO : Epoch 2009 | loss: 0.0312284 | val_loss: 0.031226 | Time: 1475 ms
[2022-04-11 06:00:59 main:574] : INFO : Epoch 2010 | loss: 0.0312289 | val_loss: 0.031226 | Time: 1505.21 ms
[2022-04-11 06:01:00 main:574] : INFO : Epoch 2011 | loss: 0.0312278 | val_loss: 0.0312272 | Time: 1483.43 ms
[2022-04-11 06:01:02 main:574] : INFO : Epoch 2012 | loss: 0.0312276 | val_loss: 0.0312251 | Time: 1439.95 ms
[2022-04-11 06:01:03 main:574] : INFO : Epoch 2013 | loss: 0.0312276 | val_loss: 0.0312253 | Time: 1441.64 ms
[2022-04-11 06:01:05 main:574] : INFO : Epoch 2014 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 1527.4 ms
[2022-04-11 06:01:06 main:574] : INFO : Epoch 2015 | loss: 0.0312272 | val_loss: 0.0312257 | Time: 1481.89 ms
[2022-04-11 06:01:08 main:574] : INFO : Epoch 2016 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 1472.01 ms
[2022-04-11 06:01:09 main:574] : INFO : Epoch 2017 | loss: 0.0312298 | val_loss: 0.0312272 | Time: 1379.06 ms
[2022-04-11 06:01:10 main:574] : INFO : Epoch 2018 | loss: 0.0312293 | val_loss: 0.0312266 | Time: 1493.38 ms
[2022-04-11 06:01:12 main:574] : INFO : Epoch 2019 | loss: 0.0312287 | val_loss: 0.0312262 | Time: 1356.38 ms
[2022-04-11 06:01:13 main:574] : INFO : Epoch 2020 | loss: 0.0312273 | val_loss: 0.0312265 | Time: 1513.45 ms
[2022-04-11 06:01:15 main:574] : INFO : Epoch 2021 | loss: 0.0312277 | val_loss: 0.0312292 | Time: 1405.09 ms
[2022-04-11 06:01:16 main:574] : INFO : Epoch 2022 | loss: 0.0312268 | val_loss: 0.0312245 | Time: 1488.92 ms
[2022-04-11 06:01:18 main:574] : INFO : Epoch 2023 | loss: 0.0312266 | val_loss: 0.0312248 | Time: 1468.18 ms
[2022-04-11 06:01:19 main:574] : INFO : Epoch 2024 | loss: 0.0312292 | val_loss: 0.0312263 | Time: 1386.89 ms
[2022-04-11 06:01:21 main:574] : INFO : Epoch 2025 | loss: 0.031228 | val_loss: 0.0312253 | Time: 1403.82 ms
[2022-04-11 06:01:22 main:574] : INFO : Epoch 2026 | loss: 0.0312266 | val_loss: 0.0312248 | Time: 1537.26 ms
[2022-04-11 06:01:24 main:574] : INFO : Epoch 2027 | loss: 0.0312274 | val_loss: 0.0312263 | Time: 1436.13 ms
[2022-04-11 06:01:25 main:574] : INFO : Epoch 2028 | loss: 0.0312287 | val_loss: 0.0312261 | Time: 1393.27 ms
[2022-04-11 06:01:27 main:574] : INFO : Epoch 2029 | loss: 0.0312265 | val_loss: 0.0312275 | Time: 1516.07 ms
[2022-04-11 06:01:28 main:574] : INFO : Epoch 2030 | loss: 0.0312274 | val_loss: 0.0312259 | Time: 1437.64 ms
[2022-04-11 06:01:29 main:574] : INFO : Epoch 2031 | loss: 0.0312289 | val_loss: 0.03123 | Time: 1347.28 ms
[2022-04-11 06:01:31 main:574] : INFO : Epoch 2032 | loss: 0.0312274 | val_loss: 0.0312254 | Time: 1459.05 ms
[2022-04-11 06:01:32 main:574] : INFO : Epoch 2033 | loss: 0.0312263 | val_loss: 0.0312257 | Time: 1512.45 ms
[2022-04-11 06:01:34 main:574] : INFO : Epoch 2034 | loss: 0.0312269 | val_loss: 0.0312269 | Time: 1462.75 ms
[2022-04-11 06:01:35 main:574] : INFO : Epoch 2035 | loss: 0.031229 | val_loss: 0.0312261 | Time: 1532.05 ms
[2022-04-11 06:01:37 main:574] : INFO : Epoch 2036 | loss: 0.0312268 | val_loss: 0.0312255 | Time: 1495.97 ms
[2022-04-11 06:01:38 main:574] : INFO : Epoch 2037 | loss: 0.0312266 | val_loss: 0.0312281 | Time: 1472.46 ms
[2022-04-11 06:01:40 main:574] : INFO : Epoch 2038 | loss: 0.0312271 | val_loss: 0.0312251 | Time: 1377.9 ms
[2022-04-11 06:01:41 main:574] : INFO : Epoch 2039 | loss: 0.0312264 | val_loss: 0.0312248 | Time: 1441.68 ms
[2022-04-11 06:01:43 main:574] : INFO : Epoch 2040 | loss: 0.031226 | val_loss: 0.0312253 | Time: 1458.5 ms
[2022-04-11 06:01:44 main:574] : INFO : Epoch 2041 | loss: 0.031226 | val_loss: 0.0312251 | Time: 1488.24 ms
[2022-04-11 06:01:46 main:574] : INFO : Epoch 2042 | loss: 0.0312257 | val_loss: 0.0312244 | Time: 1432.55 ms
[2022-04-11 06:01:47 main:574] : INFO : Epoch 2043 | loss: 0.0312258 | val_loss: 0.0312245 | Time: 1379.81 ms
[2022-04-11 06:01:49 main:574] : INFO : Epoch 2044 | loss: 0.031226 | val_loss: 0.0312245 | Time: 1523.66 ms
[2022-04-11 06:01:50 main:574] : INFO : Epoch 2045 | loss: 0.0312264 | val_loss: 0.0312254 | Time: 1511.03 ms
[2022-04-11 06:01:52 main:574] : INFO : Epoch 2046 | loss: 0.0312273 | val_loss: 0.0312249 | Time: 1450.3 ms
[2022-04-11 06:01:53 main:574] : INFO : Epoch 2047 | loss: 0.0312257 | val_loss: 0.0312278 | Time: 1464.09 ms
[2022-04-11 06:01:55 main:574] : INFO : Epoch 2048 | loss: 0.0312289 | val_loss: 0.0312245 | Time: 1513.52 ms
[2022-04-11 06:01:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312245
[2022-04-11 06:01:55 main:603] : INFO : Saving end state to config to file
[2022-04-11 06:01:55 main:608] : INFO : Success, exiting..
06:01:55 (10460): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)