Task 7651813
| Name | ParityModified-1631726505-26594-3_0 |
| Workunit | 5302949 |
| Created | 27 Sep 2021, 16:40:03 UTC |
| Sent | 6 Oct 2021, 8:18:01 UTC |
| Report deadline | 13 Oct 2021, 8:18:01 UTC |
| Received | 6 Oct 2021, 21:42:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 7 sec |
| CPU time | 50 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1-10-06 17:19:36 main:581] : INFO : Epoch 1538 | loss: 0.0311082 | val_loss: 0.0311492 | Time: 1499.76 ms [2021-10-06 17:19:37 main:581] : INFO : Epoch 1539 | loss: 0.0311077 | val_loss: 0.0311628 | Time: 1477.65 ms [2021-10-06 17:19:38 main:581] : INFO : Epoch 1540 | loss: 0.0311046 | val_loss: 0.03117 | Time: 1442.37 ms [2021-10-06 17:19:40 main:581] : INFO : Epoch 1541 | loss: 0.0311104 | val_loss: 0.0311594 | Time: 1461.82 ms [2021-10-06 17:19:41 main:581] : INFO : Epoch 1542 | loss: 0.0311081 | val_loss: 0.0311638 | Time: 1440.8 ms [2021-10-06 17:19:43 main:581] : INFO : Epoch 1543 | loss: 0.031106 | val_loss: 0.0311682 | Time: 1474.65 ms [2021-10-06 17:19:44 main:581] : INFO : Epoch 1544 | loss: 0.0311031 | val_loss: 0.0311555 | Time: 1480.92 ms [2021-10-06 17:19:46 main:581] : INFO : Epoch 1545 | loss: 0.0311057 | val_loss: 0.0311683 | Time: 1483.01 ms [2021-10-06 17:19:47 main:581] : INFO : Epoch 1546 | loss: 0.0311023 | val_loss: 0.0311639 | Time: 1461.34 ms [2021-10-06 17:19:49 main:581] : INFO : Epoch 1547 | loss: 0.0311006 | val_loss: 0.0311578 | Time: 1471.92 ms [2021-10-06 17:19:50 main:581] : INFO : Epoch 1548 | loss: 0.0311013 | val_loss: 0.0311622 | Time: 1455.06 ms [2021-10-06 17:19:52 main:581] : INFO : Epoch 1549 | loss: 0.0311 | val_loss: 0.0311592 | Time: 1467.68 ms [2021-10-06 17:19:53 main:581] : INFO : Epoch 1550 | loss: 0.0310992 | val_loss: 0.0311581 | Time: 1554.73 ms [2021-10-06 17:19:55 main:581] : INFO : Epoch 1551 | loss: 0.0310996 | val_loss: 0.0311636 | Time: 1675.81 ms [2021-10-06 17:19:56 main:581] : INFO : Epoch 1552 | loss: 0.0311033 | val_loss: 0.0311563 | Time: 1489.98 ms [2021-10-06 17:19:58 main:581] : INFO : Epoch 1553 | loss: 0.0311049 | val_loss: 0.0311662 | Time: 1506.33 ms [2021-10-06 17:19:59 main:581] : INFO : Epoch 1554 | loss: 0.0311039 | val_loss: 0.0311624 | Time: 1463.89 ms [2021-10-06 17:20:01 main:581] : INFO : Epoch 1555 | loss: 0.031099 | val_loss: 0.0311615 | Time: 1458.55 ms [2021-10-06 17:20:02 main:581] : INFO : Epoch 1556 | loss: 0.0310972 | val_loss: 0.0311654 | Time: 1450.85 ms [2021-10-06 17:20:04 main:581] : INFO : Epoch 1557 | loss: 0.0310943 | val_loss: 0.0311618 | Time: 1454.5 ms [2021-10-06 17:20:05 main:581] : INFO : Epoch 1558 | loss: 0.0310928 | val_loss: 0.0311622 | Time: 1459.3 ms [2021-10-06 17:20:07 main:581] : INFO : Epoch 1559 | loss: 0.0310945 | val_loss: 0.0311686 | Time: 1484.55 ms [2021-10-06 17:20:08 main:581] : INFO : Epoch 1560 | loss: 0.0310972 | val_loss: 0.031166 | Time: 1467.66 ms [2021-10-06 17:20:10 main:581] : INFO : Epoch 1561 | loss: 0.0310976 | val_loss: 0.0311639 | Time: 1444.4 ms [2021-10-06 17:20:11 main:581] : INFO : Epoch 1562 | loss: 0.0310983 | val_loss: 0.0311648 | Time: 1464.65 ms [2021-10-06 17:20:12 main:581] : INFO : Epoch 1563 | loss: 0.0311002 | val_loss: 0.0311609 | Time: 1429.36 ms [2021-10-06 17:20:14 main:581] : INFO : Epoch 1564 | loss: 0.0311007 | val_loss: 0.031161 | Time: 1471.14 ms [2021-10-06 17:20:15 main:581] : INFO : Epoch 1565 | loss: 0.0310978 | val_loss: 0.0311601 | Time: 1498.08 ms [2021-10-06 17:20:17 main:581] : INFO : Epoch 1566 | loss: 0.0310957 | val_loss: 0.0311596 | Time: 1458.84 ms [2021-10-06 17:20:18 main:581] : INFO : Epoch 1567 | loss: 0.0311147 | val_loss: 0.0311561 | Time: 1469.6 ms [2021-10-06 17:20:20 main:581] : INFO : Epoch 1568 | loss: 0.0311195 | val_loss: 0.0311548 | Time: 1483.42 ms [2021-10-06 17:20:21 main:581] : INFO : Epoch 1569 | loss: 0.0311202 | val_loss: 0.0311543 | Time: 1481.14 ms [2021-10-06 17:20:23 main:581] : INFO : Epoch 1570 | loss: 0.0311139 | val_loss: 0.0311516 | Time: 1472.85 ms [2021-10-06 17:20:24 main:581] : INFO : Epoch 1571 | loss: 0.0311083 | val_loss: 0.0311544 | Time: 1467.61 ms [2021-10-06 17:20:26 main:581] : INFO : Epoch 1572 | loss: 0.0311085 | val_loss: 0.0311574 | Time: 1449.57 ms [2021-10-06 17:20:27 main:581] : INFO : Epoch 1573 | loss: 0.0311069 | val_loss: 0.031157 | Time: 1448.65 ms [2021-10-06 17:20:29 main:581] : INFO : Epoch 1574 | loss: 0.0311081 | val_loss: 0.0311552 | Time: 1453.37 ms [2021-10-06 17:20:30 main:581] : INFO : Epoch 1575 | loss: 0.0311071 | val_loss: 0.031158 | Time: 1467.66 ms [2021-10-06 17:20:32 main:581] : INFO : Epoch 1576 | loss: 0.031107 | val_loss: 0.0311577 | Time: 1446.5 ms [2021-10-06 17:20:33 main:581] : INFO : Epoch 1577 | loss: 0.031106 | val_loss: 0.0311527 | Time: 1467.91 ms [2021-10-06 17:20:34 main:581] : INFO : Epoch 1578 | loss: 0.0311104 | val_loss: 0.0311733 | Time: 1461.34 ms [2021-10-06 17:20:36 main:581] : INFO : Epoch 1579 | loss: 0.0311446 | val_loss: 0.0311704 | Time: 1449.65 ms [2021-10-06 17:20:37 main:581] : INFO : Epoch 1580 | loss: 0.0311485 | val_loss: 0.031164 | Time: 1449.99 ms [2021-10-06 17:20:39 main:581] : INFO : Epoch 1581 | loss: 0.0311393 | val_loss: 0.0311617 | Time: 1444.53 ms [2021-10-06 17:20:40 main:581] : INFO : Epoch 1582 | loss: 0.0311343 | val_loss: 0.0311572 | Time: 1469.09 ms [2021-10-06 17:20:42 main:581] : INFO : Epoch 1583 | loss: 0.0311292 | val_loss: 0.0311582 | Time: 1456.38 ms [2021-10-06 17:20:43 main:581] : INFO : Epoch 1584 | loss: 0.0311271 | val_loss: 0.0311606 | Time: 1439.32 ms [2021-10-06 17:20:45 main:581] : INFO : Epoch 1585 | loss: 0.0311255 | val_loss: 0.0311647 | Time: 1423.6 ms [2021-10-06 17:20:46 main:581] : INFO : Epoch 1586 | loss: 0.0311246 | val_loss: 0.0311601 | Time: 1465.91 ms [2021-10-06 17:20:47 main:581] : INFO : Epoch 1587 | loss: 0.0311223 | val_loss: 0.0311562 | Time: 1458 ms [2021-10-06 17:20:49 main:581] : INFO : Epoch 1588 | loss: 0.0311187 | val_loss: 0.0311572 | Time: 1458.92 ms [2021-10-06 17:20:50 main:581] : INFO : Epoch 1589 | loss: 0.031133 | val_loss: 0.0311618 | Time: 1442.88 ms [2021-10-06 17:20:52 main:581] : INFO : Epoch 1590 | loss: 0.0311341 | val_loss: 0.0311535 | Time: 1512.32 ms [2021-10-06 17:20:53 main:581] : INFO : Epoch 1591 | loss: 0.0311286 | val_loss: 0.0311542 | Time: 1466.71 ms [2021-10-06 17:20:55 main:581] : INFO : Epoch 1592 | loss: 0.0311233 | val_loss: 0.0311564 | Time: 1427.16 ms [2021-10-06 17:20:56 main:581] : INFO : Epoch 1593 | loss: 0.0311234 | val_loss: 0.0311631 | Time: 1479.98 ms [2021-10-06 17:20:58 main:581] : INFO : Epoch 1594 | loss: 0.0311225 | val_loss: 0.0311654 | Time: 1489.47 ms [2021-10-06 17:20:59 main:581] : INFO : Epoch 1595 | loss: 0.0311259 | val_loss: 0.0311562 | Time: 1477.58 ms [2021-10-06 17:21:01 main:581] : INFO : Epoch 1596 | loss: 0.0311224 | val_loss: 0.0311581 | Time: 1475.78 ms [2021-10-06 17:21:02 main:581] : INFO : Epoch 1597 | loss: 0.0311184 | val_loss: 0.0311605 | Time: 1455.27 ms [2021-10-06 17:21:04 main:581] : INFO : Epoch 1598 | loss: 0.0311172 | val_loss: 0.0311605 | Time: 1450.18 ms [2021-10-06 17:21:05 main:581] : INFO : Epoch 1599 | loss: 0.0311206 | val_loss: 0.031162 | Time: 1453.18 ms [2021-10-06 17:21:06 main:581] : INFO : Epoch 1600 | loss: 0.031124 | val_loss: 0.0311589 | Time: 1419.33 ms [2021-10-06 17:21:08 main:581] : INFO : Epoch 1601 | loss: 0.0311199 | val_loss: 0.0311571 | Time: 1455.46 ms [2021-10-06 17:21:09 main:581] : INFO : Epoch 1602 | loss: 0.03112 | val_loss: 0.0311535 | Time: 1458.91 ms [2021-10-06 17:21:11 main:581] : INFO : Epoch 1603 | loss: 0.0311198 | val_loss: 0.0311548 | Time: 1455.72 ms [2021-10-06 17:21:12 main:581] : INFO : Epoch 1604 | loss: 0.0311172 | val_loss: 0.0311536 | Time: 1475.45 ms [2021-10-06 17:21:14 main:581] : INFO : Epoch 1605 | loss: 0.031117 | val_loss: 0.0311541 | Time: 1463.59 ms [2021-10-06 17:21:15 main:581] : INFO : Epoch 1606 | loss: 0.0311155 | val_loss: 0.0311592 | Time: 1443.14 ms [2021-10-06 17:21:17 main:581] : INFO : Epoch 1607 | loss: 0.0311161 | val_loss: 0.0311564 | Time: 1468.52 ms [2021-10-06 17:21:18 main:581] : INFO : Epoch 1608 | loss: 0.0311165 | val_loss: 0.0311572 | Time: 1463.11 ms [2021-10-06 17:21:20 main:581] : INFO : Epoch 1609 | loss: 0.031117 | val_loss: 0.0311677 | Time: 1448.03 ms [2021-10-06 17:21:21 main:581] : INFO : Epoch 1610 | loss: 0.0311154 | val_loss: 0.0311524 | Time: 1437.36 ms [2021-10-06 17:21:23 main:581] : INFO : Epoch 1611 | loss: 0.0311172 | val_loss: 0.0311545 | Time: 1460.93 ms [2021-10-06 17:21:24 main:581] : INFO : Epoch 1612 | loss: 0.0311149 | val_loss: 0.0311539 | Time: 1457.98 ms [2021-10-06 17:21:25 main:581] : INFO : Epoch 1613 | loss: 0.0311122 | val_loss: 0.0311502 | Time: 1470.4 ms [2021-10-06 17:21:27 main:581] : INFO : Epoch 1614 | loss: 0.0311112 | val_loss: 0.0311585 | Time: 1472.43 ms [2021-10-06 17:21:28 main:581] : INFO : Epoch 1615 | loss: 0.0311133 | val_loss: 0.031164 | Time: 1465.36 ms [2021-10-06 17:21:30 main:581] : INFO : Epoch 1616 | loss: 0.0311231 | val_loss: 0.0311513 | Time: 1472.22 ms [2021-10-06 17:21:31 main:581] : INFO : Epoch 1617 | loss: 0.0311226 | val_loss: 0.031152 | Time: 1464.84 ms [2021-10-06 17:21:33 main:581] : INFO : Epoch 1618 | loss: 0.0311194 | val_loss: 0.0311522 | Time: 1473.76 ms [2021-10-06 17:21:34 main:581] : INFO : Epoch 1619 | loss: 0.031116 | val_loss: 0.0311566 | Time: 1477.19 ms [2021-10-06 17:21:36 main:581] : INFO : Epoch 1620 | loss: 0.0311144 | val_loss: 0.0311504 | Time: 1451.69 ms [2021-10-06 17:21:37 main:581] : INFO : Epoch 1621 | loss: 0.0311099 | val_loss: 0.0311516 | Time: 1445.76 ms [2021-10-06 17:21:39 main:581] : INFO : Epoch 1622 | loss: 0.0311093 | val_loss: 0.0311529 | Time: 1435.45 ms [2021-10-06 17:21:40 main:581] : INFO : Epoch 1623 | loss: 0.031109 | val_loss: 0.0311502 | Time: 1478.63 ms [2021-10-06 17:21:42 main:581] : INFO : Epoch 1624 | loss: 0.0311075 | val_loss: 0.0311502 | Time: 1466.43 ms [2021-10-06 17:21:43 main:581] : INFO : Epoch 1625 | loss: 0.0311062 | val_loss: 0.0311486 | Time: 1439.17 ms [2021-10-06 17:21:44 main:581] : INFO : Epoch 1626 | loss: 0.0311067 | val_loss: 0.031147 | Time: 1474.61 ms [2021-10-06 17:21:46 main:581] : INFO : Epoch 1627 | loss: 0.0311073 | val_loss: 0.0311475 | Time: 1432.83 ms [2021-10-06 17:21:47 main:581] : INFO : Epoch 1628 | loss: 0.0311085 | val_loss: 0.0311576 | Time: 1448.72 ms [2021-10-06 17:21:49 main:581] : INFO : Epoch 1629 | loss: 0.0311055 | val_loss: 0.0311479 | Time: 1446.88 ms [2021-10-06 17:21:50 main:581] : INFO : Epoch 1630 | loss: 0.0311042 | val_loss: 0.0311544 | Time: 1433.95 ms [2021-10-06 17:21:52 main:581] : INFO : Epoch 1631 | loss: 0.0311072 | val_loss: 0.0311502 | Time: 1484.26 ms [2021-10-06 17:21:53 main:581] : INFO : Epoch 1632 | loss: 0.0311057 | val_loss: 0.0311483 | Time: 1461.79 ms [2021-10-06 17:21:55 main:581] : INFO : Epoch 1633 | loss: 0.0311055 | val_loss: 0.0311541 | Time: 1498.01 ms [2021-10-06 17:21:56 main:581] : INFO : Epoch 1634 | loss: 0.0311056 | val_loss: 0.0311502 | Time: 1503.15 ms [2021-10-06 17:21:58 main:581] : INFO : Epoch 1635 | loss: 0.0311027 | val_loss: 0.031154 | Time: 1483.68 ms [2021-10-06 17:21:59 main:581] : INFO : Epoch 1636 | loss: 0.0311053 | val_loss: 0.0311483 | Time: 1484.16 ms [2021-10-06 17:22:01 main:581] : INFO : Epoch 1637 | loss: 0.0311045 | val_loss: 0.0311579 | Time: 1459.11 ms [2021-10-06 17:22:02 main:581] : INFO : Epoch 1638 | loss: 0.0311038 | val_loss: 0.0311582 | Time: 1439.37 ms [2021-10-06 17:22:04 main:581] : INFO : Epoch 1639 | loss: 0.0311039 | val_loss: 0.031157 | Time: 1478.98 ms [2021-10-06 17:22:05 main:581] : INFO : Epoch 1640 | loss: 0.0311059 | val_loss: 0.031156 | Time: 1457.66 ms [2021-10-06 17:22:06 main:581] : INFO : Epoch 1641 | loss: 0.0311064 | val_loss: 0.0311537 | Time: 1488.63 ms [2021-10-06 17:22:08 main:581] : INFO : Epoch 1642 | loss: 0.0311017 | val_loss: 0.0311519 | Time: 1491.23 ms [2021-10-06 17:22:09 main:581] : INFO : Epoch 1643 | loss: 0.0311014 | val_loss: 0.0311544 | Time: 1447.55 ms [2021-10-06 17:22:11 main:581] : INFO : Epoch 1644 | loss: 0.0310999 | val_loss: 0.0311506 | Time: 1464.06 ms [2021-10-06 17:22:12 main:581] : INFO : Epoch 1645 | loss: 0.0311014 | val_loss: 0.0311559 | Time: 1480.76 ms [2021-10-06 17:22:14 main:581] : INFO : Epoch 1646 | loss: 0.0311024 | val_loss: 0.0311595 | Time: 1468.45 ms [2021-10-06 17:22:15 main:581] : INFO : Epoch 1647 | loss: 0.0311037 | val_loss: 0.031157 | Time: 1483.59 ms [2021-10-06 17:22:17 main:581] : INFO : Epoch 1648 | loss: 0.031103 | val_loss: 0.0311578 | Time: 1573.84 ms [2021-10-06 17:22:18 main:581] : INFO : Epoch 1649 | loss: 0.031101 | val_loss: 0.0311567 | Time: 1483.2 ms [2021-10-06 17:22:20 main:581] : INFO : Epoch 1650 | loss: 0.0311018 | val_loss: 0.0311538 | Time: 1472.13 ms [2021-10-06 17:22:21 main:581] : INFO : Epoch 1651 | loss: 0.0311195 | val_loss: 0.03116 | Time: 1433.2 ms [2021-10-06 17:22:23 main:581] : INFO : Epoch 1652 | loss: 0.031131 | val_loss: 0.0311574 | Time: 1560.37 ms [2021-10-06 17:22:24 main:581] : INFO : Epoch 1653 | loss: 0.0311241 | val_loss: 0.0311578 | Time: 1455.48 ms [2021-10-06 17:22:26 main:581] : INFO : Epoch 1654 | loss: 0.0311215 | val_loss: 0.0311665 | Time: 1456.88 ms [2021-10-06 17:22:27 main:581] : INFO : Epoch 1655 | loss: 0.0311198 | val_loss: 0.0311616 | Time: 1444.77 ms [2021-10-06 17:22:29 main:581] : INFO : Epoch 1656 | loss: 0.0311139 | val_loss: 0.0311535 | Time: 1437.56 ms [2021-10-06 17:22:30 main:581] : INFO : Epoch 1657 | loss: 0.0311142 | val_loss: 0.0311553 | Time: 1481.64 ms [2021-10-06 17:22:32 main:581] : INFO : Epoch 1658 | loss: 0.0311123 | val_loss: 0.0311535 | Time: 1481.45 ms [2021-10-06 17:22:33 main:581] : INFO : Epoch 1659 | loss: 0.0311103 | val_loss: 0.0311546 | Time: 1457.56 ms [2021-10-06 17:22:35 main:581] : INFO : Epoch 1660 | loss: 0.031109 | val_loss: 0.0311579 | Time: 1443.16 ms [2021-10-06 17:22:36 main:581] : INFO : Epoch 1661 | loss: 0.0311077 | val_loss: 0.0311538 | Time: 1452.53 ms [2021-10-06 17:22:37 main:581] : INFO : Epoch 1662 | loss: 0.0311125 | val_loss: 0.0311556 | Time: 1515.78 ms [2021-10-06 17:22:39 main:581] : INFO : Epoch 1663 | loss: 0.0311144 | val_loss: 0.0311544 | Time: 1450.66 ms [2021-10-06 17:22:40 main:581] : INFO : Epoch 1664 | loss: 0.0311106 | val_loss: 0.0311563 | Time: 1450.61 ms [2021-10-06 17:22:42 main:581] : INFO : Epoch 1665 | loss: 0.0311082 | val_loss: 0.0311661 | Time: 1464.21 ms [2021-10-06 17:22:43 main:581] : INFO : Epoch 1666 | loss: 0.0311081 | val_loss: 0.0311593 | Time: 1456.31 ms [2021-10-06 17:22:45 main:581] : INFO : Epoch 1667 | loss: 0.0311077 | val_loss: 0.0311585 | Time: 1458.49 ms [2021-10-06 17:22:46 main:581] : INFO : Epoch 1668 | loss: 0.031105 | val_loss: 0.031159 | Time: 1453.03 ms [2021-10-06 17:22:48 main:581] : INFO : Epoch 1669 | loss: 0.0311043 | val_loss: 0.0311617 | Time: 1480.15 ms [2021-10-06 17:22:49 main:581] : INFO : Epoch 1670 | loss: 0.0311027 | val_loss: 0.031154 | Time: 1477.27 ms [2021-10-06 17:22:51 main:581] : INFO : Epoch 1671 | loss: 0.0311029 | val_loss: 0.0311536 | Time: 1494.16 ms [2021-10-06 17:22:52 main:581] : INFO : Epoch 1672 | loss: 0.0311023 | val_loss: 0.0311637 | Time: 1457.44 ms [2021-10-06 17:22:54 main:581] : INFO : Epoch 1673 | loss: 0.0311101 | val_loss: 0.0311542 | Time: 1475.47 ms [2021-10-06 17:22:55 main:581] : INFO : Epoch 1674 | loss: 0.0311077 | val_loss: 0.0311584 | Time: 1455.79 ms [2021-10-06 17:22:57 main:581] : INFO : Epoch 1675 | loss: 0.031108 | val_loss: 0.0311561 | Time: 1453.03 ms [2021-10-06 17:22:58 main:581] : INFO : Epoch 1676 | loss: 0.0311085 | val_loss: 0.0311513 | Time: 1479.78 ms [2021-10-06 17:22:59 main:581] : INFO : Epoch 1677 | loss: 0.0311092 | val_loss: 0.0311662 | Time: 1469.68 ms [2021-10-06 17:23:01 main:581] : INFO : Epoch 1678 | loss: 0.0311096 | val_loss: 0.0311516 | Time: 1450.91 ms [2021-10-06 17:23:02 main:581] : INFO : Epoch 1679 | loss: 0.0311098 | val_loss: 0.0311617 | Time: 1457.97 ms [2021-10-06 17:23:04 main:581] : INFO : Epoch 1680 | loss: 0.0311042 | val_loss: 0.0311567 | Time: 1453.48 ms [2021-10-06 17:23:05 main:581] : INFO : Epoch 1681 | loss: 0.0311046 | val_loss: 0.0311583 | Time: 1445.55 ms [2021-10-06 17:23:07 main:581] : INFO : Epoch 1682 | loss: 0.0311032 | val_loss: 0.0311552 | Time: 1447.91 ms [2021-10-06 17:23:08 main:581] : INFO : Epoch 1683 | loss: 0.0311037 | val_loss: 0.0311654 | Time: 1456.5 ms [2021-10-06 17:23:10 main:581] : INFO : Epoch 1684 | loss: 0.0311037 | val_loss: 0.0311565 | Time: 1444.83 ms [2021-10-06 17:23:11 main:581] : INFO : Epoch 1685 | loss: 0.0311043 | val_loss: 0.0311613 | Time: 1455.44 ms [2021-10-06 17:23:13 main:581] : INFO : Epoch 1686 | loss: 0.0311033 | val_loss: 0.0311547 | Time: 1465.34 ms [2021-10-06 17:23:14 main:581] : INFO : Epoch 1687 | loss: 0.0311094 | val_loss: 0.0311509 | Time: 1452.43 ms [2021-10-06 17:23:15 main:581] : INFO : Epoch 1688 | loss: 0.0311041 | val_loss: 0.0311524 | Time: 1466.42 ms [2021-10-06 17:23:17 main:581] : INFO : Epoch 1689 | loss: 0.031104 | val_loss: 0.0311586 | Time: 1475.45 ms [2021-10-06 17:23:18 main:581] : INFO : Epoch 1690 | loss: 0.0311068 | val_loss: 0.0311628 | Time: 1484.04 ms [2021-10-06 17:23:20 main:581] : INFO : Epoch 1691 | loss: 0.0311014 | val_loss: 0.0311569 | Time: 1444.79 ms [2021-10-06 17:23:21 main:581] : INFO : Epoch 1692 | loss: 0.0311015 | val_loss: 0.0311577 | Time: 1473.82 ms [2021-10-06 17:23:23 main:581] : INFO : Epoch 1693 | loss: 0.031102 | val_loss: 0.0311633 | Time: 1442.4 ms [2021-10-06 17:23:24 main:581] : INFO : Epoch 1694 | loss: 0.0311011 | val_loss: 0.0311545 | Time: 1442.71 ms [2021-10-06 17:23:26 main:581] : INFO : Epoch 1695 | loss: 0.0311002 | val_loss: 0.0311627 | Time: 1444.59 ms [2021-10-06 17:23:27 main:581] : INFO : Epoch 1696 | loss: 0.0311078 | val_loss: 0.0311556 | Time: 1464.11 ms [2021-10-06 17:23:29 main:581] : INFO : Epoch 1697 | loss: 0.0311081 | val_loss: 0.0311549 | Time: 1464.84 ms [2021-10-06 17:23:30 main:581] : INFO : Epoch 1698 | loss: 0.0311036 | val_loss: 0.0311562 | Time: 1453.66 ms [2021-10-06 17:23:32 main:581] : INFO : Epoch 1699 | loss: 0.0311038 | val_loss: 0.0311556 | Time: 1466.52 ms [2021-10-06 17:23:33 main:581] : INFO : Epoch 1700 | loss: 0.0311023 | val_loss: 0.0311581 | Time: 1488.64 ms [2021-10-06 17:23:34 main:581] : INFO : Epoch 1701 | loss: 0.0311022 | val_loss: 0.0311593 | Time: 1458.56 ms [2021-10-06 17:23:36 main:581] : INFO : Epoch 1702 | loss: 0.0311022 | val_loss: 0.0311563 | Time: 1484.6 ms [2021-10-06 17:23:38 main:581] : INFO : Epoch 1703 | loss: 0.0311062 | val_loss: 0.0311569 | Time: 1579.22 ms [2021-10-06 17:23:39 main:581] : INFO : Epoch 1704 | loss: 0.0311004 | val_loss: 0.0311598 | Time: 1546.42 ms [2021-10-06 17:23:41 main:581] : INFO : Epoch 1705 | loss: 0.031105 | val_loss: 0.0311609 | Time: 1653.59 ms [2021-10-06 17:23:42 main:581] : INFO : Epoch 1706 | loss: 0.0311068 | val_loss: 0.031161 | Time: 1669.92 ms [2021-10-06 17:23:44 main:581] : INFO : Epoch 1707 | loss: 0.0311028 | val_loss: 0.0311599 | Time: 1533.51 ms [2021-10-06 17:23:45 main:581] : INFO : Epoch 1708 | loss: 0.0311005 | val_loss: 0.0311557 | Time: 1456.47 ms [2021-10-06 17:23:47 main:581] : INFO : Epoch 1709 | loss: 0.0311153 | val_loss: 0.0311544 | Time: 1446.58 ms [2021-10-06 17:23:48 main:581] : INFO : Epoch 1710 | loss: 0.031113 | val_loss: 0.0311572 | Time: 1447.66 ms [2021-10-06 17:23:50 main:581] : INFO : Epoch 1711 | loss: 0.0311088 | val_loss: 0.0311484 | Time: 1474.77 ms [2021-10-06 17:23:51 main:581] : INFO : Epoch 1712 | loss: 0.0311079 | val_loss: 0.0311545 | Time: 1472.02 ms [2021-10-06 17:23:53 main:581] : INFO : Epoch 1713 | loss: 0.0311064 | val_loss: 0.0311477 | Time: 1499 ms [2021-10-06 17:23:54 main:581] : INFO : Epoch 1714 | loss: 0.031107 | val_loss: 0.0311549 | Time: 1450.96 ms [2021-10-06 17:23:56 main:581] : INFO : Epoch 1715 | loss: 0.0311064 | val_loss: 0.03115 | Time: 1459.66 ms [2021-10-06 17:23:57 main:581] : INFO : Epoch 1716 | loss: 0.0311043 | val_loss: 0.0311506 | Time: 1463.43 ms [2021-10-06 17:23:59 main:581] : INFO : Epoch 1717 | loss: 0.0311012 | val_loss: 0.0311573 | Time: 1480.97 ms [2021-10-06 17:24:00 main:581] : INFO : Epoch 1718 | loss: 0.0311018 | val_loss: 0.0311529 | Time: 1460.35 ms [2021-10-06 17:24:02 main:581] : INFO : Epoch 1719 | loss: 0.0311097 | val_loss: 0.031162 | Time: 1471.33 ms [2021-10-06 17:24:03 main:581] : INFO : Epoch 1720 | loss: 0.0311089 | val_loss: 0.0311524 | Time: 1460.01 ms [2021-10-06 17:24:04 main:581] : INFO : Epoch 1721 | loss: 0.0311069 | val_loss: 0.031156 | Time: 1478.95 ms [2021-10-06 17:24:06 main:581] : INFO : Epoch 1722 | loss: 0.0311062 | val_loss: 0.0311642 | Time: 1455.57 ms [2021-10-06 17:24:07 main:581] : INFO : Epoch 1723 | loss: 0.0311054 | val_loss: 0.0311534 | Time: 1470.74 ms [2021-10-06 17:24:09 main:581] : INFO : Epoch 1724 | loss: 0.0311038 | val_loss: 0.0311648 | Time: 1481.68 ms [2021-10-06 17:24:10 main:581] : INFO : Epoch 1725 | loss: 0.0311063 | val_loss: 0.0311536 | Time: 1451.27 ms [2021-10-06 17:24:12 main:581] : INFO : Epoch 1726 | loss: 0.0311038 | val_loss: 0.0311596 | Time: 1462.69 ms [2021-10-06 17:24:13 main:581] : INFO : Epoch 1727 | loss: 0.0311025 | val_loss: 0.0311566 | Time: 1458.93 ms [2021-10-06 17:24:15 main:581] : INFO : Epoch 1728 | loss: 0.0311044 | val_loss: 0.0311612 | Time: 1447.31 ms [2021-10-06 17:24:16 main:581] : INFO : Epoch 1729 | loss: 0.0311014 | val_loss: 0.031161 | Time: 1475.7 ms [2021-10-06 17:24:18 main:581] : INFO : Epoch 1730 | loss: 0.031102 | val_loss: 0.0311533 | Time: 1447.05 ms [2021-10-06 17:24:19 main:581] : INFO : Epoch 1731 | loss: 0.031102 | val_loss: 0.0311564 | Time: 1455.39 ms [2021-10-06 17:24:21 main:581] : INFO : Epoch 1732 | loss: 0.0311015 | val_loss: 0.0311709 | Time: 1452.38 ms [2021-10-06 17:24:22 main:581] : INFO : Epoch 1733 | loss: 0.0311 | val_loss: 0.0311575 | Time: 1460.5 ms [2021-10-06 17:24:23 main:581] : INFO : Epoch 1734 | loss: 0.0310993 | val_loss: 0.0311567 | Time: 1470.52 ms [2021-10-06 17:24:25 main:581] : INFO : Epoch 1735 | loss: 0.0311014 | val_loss: 0.0311632 | Time: 1457.19 ms [2021-10-06 17:24:26 main:581] : INFO : Epoch 1736 | loss: 0.0310974 | val_loss: 0.0311583 | Time: 1456.59 ms [2021-10-06 17:24:28 main:581] : INFO : Epoch 1737 | loss: 0.0310973 | val_loss: 0.0311591 | Time: 1441.02 ms [2021-10-06 17:24:29 main:581] : INFO : Epoch 1738 | loss: 0.0310976 | val_loss: 0.0311639 | Time: 1487.32 ms [2021-10-06 17:24:31 main:581] : INFO : Epoch 1739 | loss: 0.0310984 | val_loss: 0.0311633 | Time: 1479.8 ms [2021-10-06 17:24:32 main:581] : INFO : Epoch 1740 | loss: 0.0311024 | val_loss: 0.0311668 | Time: 1469.47 ms [2021-10-06 17:24:34 main:581] : INFO : Epoch 1741 | loss: 0.0311024 | val_loss: 0.0311732 | Time: 1490.22 ms [2021-10-06 17:24:35 main:581] : INFO : Epoch 1742 | loss: 0.0311031 | val_loss: 0.0311655 | Time: 1456.97 ms [2021-10-06 17:24:37 main:581] : INFO : Epoch 1743 | loss: 0.0311055 | val_loss: 0.0311659 | Time: 1508.13 ms [2021-10-06 17:24:38 main:581] : INFO : Epoch 1744 | loss: 0.0311125 | val_loss: 0.0311558 | Time: 1453.91 ms [2021-10-06 17:24:40 main:581] : INFO : Epoch 1745 | loss: 0.0311118 | val_loss: 0.0311584 | Time: 1457 ms [2021-10-06 17:24:41 main:581] : INFO : Epoch 1746 | loss: 0.0311082 | val_loss: 0.0311636 | Time: 1454.32 ms [2021-10-06 17:24:43 main:581] : INFO : Epoch 1747 | loss: 0.031106 | val_loss: 0.0311575 | Time: 1440.93 ms [2021-10-06 17:24:44 main:581] : INFO : Epoch 1748 | loss: 0.0311086 | val_loss: 0.031159 | Time: 1444.64 ms [2021-10-06 17:24:45 main:581] : INFO : Epoch 1749 | loss: 0.0311118 | val_loss: 0.0311525 | Time: 1472.55 ms [2021-10-06 17:24:47 main:581] : INFO : Epoch 1750 | loss: 0.0311078 | val_loss: 0.0311544 | Time: 1468.01 ms [2021-10-06 17:24:48 main:581] : INFO : Epoch 1751 | loss: 0.0311059 | val_loss: 0.0311687 | Time: 1464.12 ms [2021-10-06 17:24:50 main:581] : INFO : Epoch 1752 | loss: 0.031105 | val_loss: 0.0311654 | Time: 1464.26 ms [2021-10-06 17:24:51 main:581] : INFO : Epoch 1753 | loss: 0.0311029 | val_loss: 0.0311576 | Time: 1462.85 ms [2021-10-06 17:24:53 main:581] : INFO : Epoch 1754 | loss: 0.0311003 | val_loss: 0.0311621 | Time: 1472.34 ms [2021-10-06 17:24:54 main:581] : INFO : Epoch 1755 | loss: 0.0311013 | val_loss: 0.0311567 | Time: 1461.71 ms [2021-10-06 17:24:56 main:581] : INFO : Epoch 1756 | loss: 0.0311099 | val_loss: 0.0311573 | Time: 1461.4 ms [2021-10-06 17:24:57 main:581] : INFO : Epoch 1757 | loss: 0.031105 | val_loss: 0.0311617 | Time: 1480.44 ms [2021-10-06 17:24:59 main:581] : INFO : Epoch 1758 | loss: 0.0311032 | val_loss: 0.0311568 | Time: 1458.78 ms [2021-10-06 17:25:00 main:581] : INFO : Epoch 1759 | loss: 0.0311051 | val_loss: 0.0311586 | Time: 1492.84 ms [2021-10-06 17:25:02 main:581] : INFO : Epoch 1760 | loss: 0.0311103 | val_loss: 0.0311585 | Time: 1464.18 ms [2021-10-06 17:25:03 main:581] : INFO : Epoch 1761 | loss: 0.0311092 | val_loss: 0.031161 | Time: 1468.18 ms [2021-10-06 17:25:04 main:581] : INFO : Epoch 1762 | loss: 0.0311114 | val_loss: 0.0311577 | Time: 1448.24 ms [2021-10-06 17:25:06 main:581] : INFO : Epoch 1763 | loss: 0.0311062 | val_loss: 0.0311574 | Time: 1435.51 ms [2021-10-06 17:25:07 main:581] : INFO : Epoch 1764 | loss: 0.0311068 | val_loss: 0.0311651 | Time: 1468.07 ms [2021-10-06 17:25:09 main:581] : INFO : Epoch 1765 | loss: 0.031106 | val_loss: 0.0311589 | Time: 1459.91 ms [2021-10-06 17:25:10 main:581] : INFO : Epoch 1766 | loss: 0.0311026 | val_loss: 0.0311643 | Time: 1455 ms [2021-10-06 17:25:12 main:581] : INFO : Epoch 1767 | loss: 0.0311009 | val_loss: 0.0311649 | Time: 1449.38 ms [2021-10-06 17:25:13 main:581] : INFO : Epoch 1768 | loss: 0.0311065 | val_loss: 0.0311584 | Time: 1516.34 ms [2021-10-06 17:25:15 main:581] : INFO : Epoch 1769 | loss: 0.0311127 | val_loss: 0.0311504 | Time: 1524.24 ms [2021-10-06 17:25:16 main:581] : INFO : Epoch 1770 | loss: 0.0311106 | val_loss: 0.0311531 | Time: 1495.38 ms [2021-10-06 17:25:18 main:581] : INFO : Epoch 1771 | loss: 0.0311075 | val_loss: 0.0311608 | Time: 1474.52 ms [2021-10-06 17:25:19 main:581] : INFO : Epoch 1772 | loss: 0.031107 | val_loss: 0.0311546 | Time: 1472.88 ms [2021-10-06 17:25:21 main:581] : INFO : Epoch 1773 | loss: 0.0311079 | val_loss: 0.0311566 | Time: 1451.01 ms [2021-10-06 17:25:22 main:581] : INFO : Epoch 1774 | loss: 0.031104 | val_loss: 0.0311614 | Time: 1462.51 ms [2021-10-06 17:25:24 main:581] : INFO : Epoch 1775 | loss: 0.0311004 | val_loss: 0.031162 | Time: 1481.04 ms [2021-10-06 17:25:25 main:581] : INFO : Epoch 1776 | loss: 0.0311269 | val_loss: 0.0311533 | Time: 1457.53 ms [2021-10-06 17:25:27 main:581] : INFO : Epoch 1777 | loss: 0.0311308 | val_loss: 0.0311537 | Time: 1471.48 ms [2021-10-06 17:25:28 main:581] : INFO : Epoch 1778 | loss: 0.0311218 | val_loss: 0.0311483 | Time: 1457.78 ms [2021-10-06 17:25:29 main:581] : INFO : Epoch 1779 | loss: 0.0311149 | val_loss: 0.0311519 | Time: 1470.8 ms [2021-10-06 17:25:31 main:581] : INFO : Epoch 1780 | loss: 0.0311121 | val_loss: 0.0311489 | Time: 1438.25 ms [2021-10-06 17:25:32 main:581] : INFO : Epoch 1781 | loss: 0.0311136 | val_loss: 0.0311501 | Time: 1462.48 ms [2021-10-06 17:25:34 main:581] : INFO : Epoch 1782 | loss: 0.0311085 | val_loss: 0.0311498 | Time: 1512.53 ms [2021-10-06 17:25:35 main:581] : INFO : Epoch 1783 | loss: 0.0311082 | val_loss: 0.0311538 | Time: 1500.29 ms [2021-10-06 17:25:37 main:581] : INFO : Epoch 1784 | loss: 0.0311048 | val_loss: 0.0311529 | Time: 1447.55 ms [2021-10-06 17:25:38 main:581] : INFO : Epoch 1785 | loss: 0.0311005 | val_loss: 0.0311533 | Time: 1450.24 ms [2021-10-06 17:25:40 main:581] : INFO : Epoch 1786 | loss: 0.0311009 | val_loss: 0.031156 | Time: 1505.88 ms [2021-10-06 17:25:41 main:581] : INFO : Epoch 1787 | loss: 0.0311011 | val_loss: 0.0311542 | Time: 1453.41 ms [2021-10-06 17:25:43 main:581] : INFO : Epoch 1788 | loss: 0.0311012 | val_loss: 0.0311565 | Time: 1482.58 ms [2021-10-06 17:25:44 main:581] : INFO : Epoch 1789 | loss: 0.0311025 | val_loss: 0.0311557 | Time: 1471.59 ms [2021-10-06 17:25:46 main:581] : INFO : Epoch 1790 | loss: 0.0311077 | val_loss: 0.0311589 | Time: 1472.64 ms [2021-10-06 17:25:47 main:581] : INFO : Epoch 1791 | loss: 0.0311062 | val_loss: 0.0311608 | Time: 1466.02 ms [2021-10-06 17:25:49 main:581] : INFO : Epoch 1792 | loss: 0.0311024 | val_loss: 0.0311576 | Time: 1461.86 ms [2021-10-06 17:25:50 main:581] : INFO : Epoch 1793 | loss: 0.0311006 | val_loss: 0.0311645 | Time: 1445.64 ms [2021-10-06 17:25:52 main:581] : INFO : Epoch 1794 | loss: 0.0310987 | val_loss: 0.0311587 | Time: 1452.96 ms [2021-10-06 17:25:53 main:581] : INFO : Epoch 1795 | loss: 0.0310986 | val_loss: 0.0311588 | Time: 1456.11 ms [2021-10-06 17:25:54 main:581] : INFO : Epoch 1796 | loss: 0.0310985 | val_loss: 0.0311715 | Time: 1455.26 ms [2021-10-06 17:25:56 main:581] : INFO : Epoch 1797 | loss: 0.0311077 | val_loss: 0.0311617 | Time: 1441.5 ms [2021-10-06 17:25:57 main:581] : INFO : Epoch 1798 | loss: 0.0311027 | val_loss: 0.0311606 | Time: 1459.99 ms [2021-10-06 17:25:59 main:581] : INFO : Epoch 1799 | loss: 0.0311015 | val_loss: 0.0311669 | Time: 1467.77 ms [2021-10-06 17:26:00 main:581] : INFO : Epoch 1800 | loss: 0.0311024 | val_loss: 0.031164 | Time: 1449.67 ms [2021-10-06 17:26:02 main:581] : INFO : Epoch 1801 | loss: 0.0311003 | val_loss: 0.0311668 | Time: 1461.64 ms [2021-10-06 17:26:03 main:581] : INFO : Epoch 1802 | loss: 0.0310991 | val_loss: 0.0311635 | Time: 1486.18 ms [2021-10-06 17:26:05 main:581] : INFO : Epoch 1803 | loss: 0.0310971 | val_loss: 0.031161 | Time: 1469.28 ms [2021-10-06 17:26:06 main:581] : INFO : Epoch 1804 | loss: 0.031097 | val_loss: 0.0311615 | Time: 1464.41 ms [2021-10-06 17:26:08 main:581] : INFO : Epoch 1805 | loss: 0.0310967 | val_loss: 0.0311627 | Time: 1442.81 ms [2021-10-06 17:26:09 main:581] : INFO : Epoch 1806 | loss: 0.0310977 | val_loss: 0.0311715 | Time: 1465.52 ms [2021-10-06 17:26:11 main:581] : INFO : Epoch 1807 | loss: 0.0310962 | val_loss: 0.0311544 | Time: 1470.67 ms [2021-10-06 17:26:12 main:581] : INFO : Epoch 1808 | loss: 0.0311128 | val_loss: 0.0311591 | Time: 1465.36 ms [2021-10-06 17:26:13 main:581] : INFO : Epoch 1809 | loss: 0.0311258 | val_loss: 0.0311611 | Time: 1473.81 ms [2021-10-06 17:26:15 main:581] : INFO : Epoch 1810 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 1446.4 ms [2021-10-06 17:26:16 main:581] : INFO : Epoch 1811 | loss: 0.0311277 | val_loss: 0.0311597 | Time: 1466.28 ms [2021-10-06 17:26:18 main:581] : INFO : Epoch 1812 | loss: 0.0311186 | val_loss: 0.0311616 | Time: 1475.97 ms [2021-10-06 17:26:19 main:581] : INFO : Epoch 1813 | loss: 0.0311132 | val_loss: 0.03116 | Time: 1585.65 ms [2021-10-06 17:26:21 main:581] : INFO : Epoch 1814 | loss: 0.0311102 | val_loss: 0.0311575 | Time: 1480.79 ms [2021-10-06 17:26:22 main:581] : INFO : Epoch 1815 | loss: 0.0311087 | val_loss: 0.0311605 | Time: 1469.13 ms [2021-10-06 17:26:24 main:581] : INFO : Epoch 1816 | loss: 0.0311068 | val_loss: 0.0311647 | Time: 1470.25 ms [2021-10-06 17:26:25 main:581] : INFO : Epoch 1817 | loss: 0.0311064 | val_loss: 0.0311535 | Time: 1444.19 ms [2021-10-06 17:26:27 main:581] : INFO : Epoch 1818 | loss: 0.0311275 | val_loss: 0.0311732 | Time: 1447.08 ms [2021-10-06 17:26:28 main:581] : INFO : Epoch 1819 | loss: 0.0311288 | val_loss: 0.0311701 | Time: 1470.61 ms [2021-10-06 17:26:30 main:581] : INFO : Epoch 1820 | loss: 0.0311252 | val_loss: 0.0311654 | Time: 1471.97 ms [2021-10-06 17:26:31 main:581] : INFO : Epoch 1821 | loss: 0.0311201 | val_loss: 0.0311646 | Time: 1464.34 ms [2021-10-06 17:26:33 main:581] : INFO : Epoch 1822 | loss: 0.0311192 | val_loss: 0.0311584 | Time: 1466.91 ms [2021-10-06 17:26:34 main:581] : INFO : Epoch 1823 | loss: 0.031116 | val_loss: 0.0311574 | Time: 1500.8 ms [2021-10-06 17:26:36 main:581] : INFO : Epoch 1824 | loss: 0.0311137 | val_loss: 0.0311522 | Time: 1462.77 ms [2021-10-06 17:26:37 main:581] : INFO : Epoch 1825 | loss: 0.031111 | val_loss: 0.031158 | Time: 1458.2 ms [2021-10-06 17:26:39 main:581] : INFO : Epoch 1826 | loss: 0.0311091 | val_loss: 0.0311561 | Time: 1467.16 ms [2021-10-06 17:26:40 main:581] : INFO : Epoch 1827 | loss: 0.0311119 | val_loss: 0.0311618 | Time: 1488.41 ms [2021-10-06 17:26:41 main:581] : INFO : Epoch 1828 | loss: 0.0311157 | val_loss: 0.031152 | Time: 1463.17 ms [2021-10-06 17:26:43 main:581] : INFO : Epoch 1829 | loss: 0.0311094 | val_loss: 0.031157 | Time: 1479.67 ms [2021-10-06 17:26:44 main:581] : INFO : Epoch 1830 | loss: 0.0311094 | val_loss: 0.0311569 | Time: 1486.32 ms [2021-10-06 17:26:46 main:581] : INFO : Epoch 1831 | loss: 0.0311096 | val_loss: 0.0311551 | Time: 1484.96 ms [2021-10-06 17:26:47 main:581] : INFO : Epoch 1832 | loss: 0.0311069 | val_loss: 0.0311535 | Time: 1499.54 ms [2021-10-06 17:26:49 main:581] : INFO : Epoch 1833 | loss: 0.031108 | val_loss: 0.0311552 | Time: 1486.15 ms [2021-10-06 17:26:50 main:581] : INFO : Epoch 1834 | loss: 0.0311059 | val_loss: 0.031158 | Time: 1465.68 ms [2021-10-06 17:26:52 main:581] : INFO : Epoch 1835 | loss: 0.0311061 | val_loss: 0.0311575 | Time: 1433.09 ms [2021-10-06 17:26:53 main:581] : INFO : Epoch 1836 | loss: 0.031107 | val_loss: 0.0311611 | Time: 1432.98 ms [2021-10-06 17:26:55 main:581] : INFO : Epoch 1837 | loss: 0.0311058 | val_loss: 0.0311632 | Time: 1487.8 ms [2021-10-06 17:26:56 main:581] : INFO : Epoch 1838 | loss: 0.0311034 | val_loss: 0.0311565 | Time: 1523.08 ms [2021-10-06 17:26:58 main:581] : INFO : Epoch 1839 | loss: 0.0311052 | val_loss: 0.0311586 | Time: 1467.66 ms [2021-10-06 17:26:59 main:581] : INFO : Epoch 1840 | loss: 0.0311058 | val_loss: 0.0311544 | Time: 1511.41 ms [2021-10-06 17:27:01 main:581] : INFO : Epoch 1841 | loss: 0.0311025 | val_loss: 0.0311538 | Time: 1478.92 ms [2021-10-06 17:27:02 main:581] : INFO : Epoch 1842 | loss: 0.0311027 | val_loss: 0.0311502 | Time: 1483.66 ms [2021-10-06 17:27:04 main:581] : INFO : Epoch 1843 | loss: 0.0311053 | val_loss: 0.0311523 | Time: 1512.81 ms [2021-10-06 17:27:05 main:581] : INFO : Epoch 1844 | loss: 0.0311071 | val_loss: 0.031148 | Time: 1510.57 ms [2021-10-06 17:27:07 main:581] : INFO : Epoch 1845 | loss: 0.0311084 | val_loss: 0.0311503 | Time: 1503.59 ms [2021-10-06 17:27:08 main:581] : INFO : Epoch 1846 | loss: 0.031106 | val_loss: 0.0311545 | Time: 1518.68 ms [2021-10-06 17:27:10 main:581] : INFO : Epoch 1847 | loss: 0.031106 | val_loss: 0.0311493 | Time: 1514.2 ms [2021-10-06 17:27:11 main:581] : INFO : Epoch 1848 | loss: 0.0311039 | val_loss: 0.0311511 | Time: 1493.25 ms [2021-10-06 17:27:13 main:581] : INFO : Epoch 1849 | loss: 0.0311002 | val_loss: 0.0311585 | Time: 1500.22 ms [2021-10-06 17:27:14 main:581] : INFO : Epoch 1850 | loss: 0.031101 | val_loss: 0.0311539 | Time: 1482.74 ms [2021-10-06 17:27:16 main:581] : INFO : Epoch 1851 | loss: 0.0311025 | val_loss: 0.0311566 | Time: 1485.04 ms [2021-10-06 17:27:17 main:581] : INFO : Epoch 1852 | loss: 0.0310989 | val_loss: 0.0311586 | Time: 1481.16 ms [2021-10-06 17:27:19 main:581] : INFO : Epoch 1853 | loss: 0.0310971 | val_loss: 0.0311528 | Time: 1512.49 ms [2021-10-06 17:27:20 main:581] : INFO : Epoch 1854 | loss: 0.0310967 | val_loss: 0.0311524 | Time: 1477.47 ms [2021-10-06 17:27:22 main:581] : INFO : Epoch 1855 | loss: 0.0310973 | val_loss: 0.0311583 | Time: 1490.67 ms [2021-10-06 17:27:23 main:581] : INFO : Epoch 1856 | loss: 0.0310989 | val_loss: 0.0311544 | Time: 1489.94 ms [2021-10-06 17:27:25 main:581] : INFO : Epoch 1857 | loss: 0.0310961 | val_loss: 0.0311509 | Time: 1459.53 ms [2021-10-06 17:27:26 main:581] : INFO : Epoch 1858 | loss: 0.0310943 | val_loss: 0.0311529 | Time: 1458.82 ms [2021-10-06 17:27:28 main:581] : INFO : Epoch 1859 | loss: 0.0310947 | val_loss: 0.0311516 | Time: 1465.23 ms [2021-10-06 17:27:29 main:581] : INFO : Epoch 1860 | loss: 0.0310965 | val_loss: 0.0311668 | Time: 1551.48 ms [2021-10-06 17:27:31 main:581] : INFO : Epoch 1861 | loss: 0.0310948 | val_loss: 0.0311493 | Time: 1469.48 ms [2021-10-06 17:27:32 main:581] : INFO : Epoch 1862 | loss: 0.0310971 | val_loss: 0.0311551 | Time: 1479.74 ms [2021-10-06 17:27:34 main:581] : INFO : Epoch 1863 | loss: 0.0310946 | val_loss: 0.0311528 | Time: 1628.72 ms [2021-10-06 17:27:35 main:581] : INFO : Epoch 1864 | loss: 0.0310946 | val_loss: 0.0311544 | Time: 1733.81 ms [2021-10-06 17:27:37 main:581] : INFO : Epoch 1865 | loss: 0.0310944 | val_loss: 0.0311565 | Time: 1484.67 ms [2021-10-06 17:27:38 main:581] : INFO : Epoch 1866 | loss: 0.0310948 | val_loss: 0.0311584 | Time: 1495.76 ms [2021-10-06 17:27:40 main:581] : INFO : Epoch 1867 | loss: 0.0310939 | val_loss: 0.0311592 | Time: 1474.12 ms [2021-10-06 17:27:41 main:581] : INFO : Epoch 1868 | loss: 0.0310928 | val_loss: 0.0311545 | Time: 1457.71 ms [2021-10-06 17:27:43 main:581] : INFO : Epoch 1869 | loss: 0.0311014 | val_loss: 0.0311565 | Time: 1459.56 ms [2021-10-06 17:27:44 main:581] : INFO : Epoch 1870 | loss: 0.0311081 | val_loss: 0.0311556 | Time: 1470.97 ms [2021-10-06 17:27:46 main:581] : INFO : Epoch 1871 | loss: 0.0311057 | val_loss: 0.0311571 | Time: 1460.45 ms [2021-10-06 17:27:47 main:581] : INFO : Epoch 1872 | loss: 0.0311006 | val_loss: 0.03115 | Time: 1451.86 ms [2021-10-06 17:27:49 main:581] : INFO : Epoch 1873 | loss: 0.0310999 | val_loss: 0.031165 | Time: 1437.91 ms [2021-10-06 17:27:50 main:581] : INFO : Epoch 1874 | loss: 0.0310989 | val_loss: 0.0311544 | Time: 1439.45 ms [2021-10-06 17:27:52 main:581] : INFO : Epoch 1875 | loss: 0.031097 | val_loss: 0.0311561 | Time: 1466.2 ms [2021-10-06 17:27:53 main:581] : INFO : Epoch 1876 | loss: 0.0310929 | val_loss: 0.03116 | Time: 1438.79 ms [2021-10-06 17:27:54 main:581] : INFO : Epoch 1877 | loss: 0.0311009 | val_loss: 0.0311665 | Time: 1483.29 ms [2021-10-06 17:27:56 main:581] : INFO : Epoch 1878 | loss: 0.0310974 | val_loss: 0.0311566 | Time: 1483.54 ms [2021-10-06 17:27:57 main:581] : INFO : Epoch 1879 | loss: 0.0310948 | val_loss: 0.0311586 | Time: 1469.06 ms [2021-10-06 17:27:59 main:581] : INFO : Epoch 1880 | loss: 0.031093 | val_loss: 0.0311665 | Time: 1471.9 ms [2021-10-06 17:28:00 main:581] : INFO : Epoch 1881 | loss: 0.0310951 | val_loss: 0.0311537 | Time: 1494.18 ms [2021-10-06 17:28:02 main:581] : INFO : Epoch 1882 | loss: 0.0310954 | val_loss: 0.0311572 | Time: 1473.87 ms [2021-10-06 17:28:03 main:581] : INFO : Epoch 1883 | loss: 0.0310973 | val_loss: 0.031153 | Time: 1495.68 ms [2021-10-06 17:28:05 main:581] : INFO : Epoch 1884 | loss: 0.0310963 | val_loss: 0.0311516 | Time: 1471.56 ms [2021-10-06 17:28:06 main:581] : INFO : Epoch 1885 | loss: 0.0310985 | val_loss: 0.03115 | Time: 1442.51 ms [2021-10-06 17:28:08 main:581] : INFO : Epoch 1886 | loss: 0.0310969 | val_loss: 0.0311657 | Time: 1474.82 ms [2021-10-06 17:28:09 main:581] : INFO : Epoch 1887 | loss: 0.0310977 | val_loss: 0.0311627 | Time: 1467.22 ms [2021-10-06 17:28:11 main:581] : INFO : Epoch 1888 | loss: 0.031097 | val_loss: 0.0311541 | Time: 1432.24 ms [2021-10-06 17:28:12 main:581] : INFO : Epoch 1889 | loss: 0.0310983 | val_loss: 0.0311598 | Time: 1481.9 ms [2021-10-06 17:28:14 main:581] : INFO : Epoch 1890 | loss: 0.0310995 | val_loss: 0.0311571 | Time: 1495.85 ms [2021-10-06 17:28:15 main:581] : INFO : Epoch 1891 | loss: 0.0310996 | val_loss: 0.0311524 | Time: 1482.04 ms [2021-10-06 17:28:17 main:581] : INFO : Epoch 1892 | loss: 0.0310961 | val_loss: 0.0311596 | Time: 1457.03 ms [2021-10-06 17:28:18 main:581] : INFO : Epoch 1893 | loss: 0.0310957 | val_loss: 0.0311554 | Time: 1467.18 ms [2021-10-06 17:28:19 main:581] : INFO : Epoch 1894 | loss: 0.0310945 | val_loss: 0.0311552 | Time: 1468.41 ms [2021-10-06 17:28:21 main:581] : INFO : Epoch 1895 | loss: 0.0310958 | val_loss: 0.0311524 | Time: 1446.26 ms [2021-10-06 17:28:22 main:581] : INFO : Epoch 1896 | loss: 0.0310949 | val_loss: 0.0311553 | Time: 1571.55 ms [2021-10-06 17:28:24 main:581] : INFO : Epoch 1897 | loss: 0.0310942 | val_loss: 0.0311631 | Time: 1469.61 ms [2021-10-06 17:28:25 main:581] : INFO : Epoch 1898 | loss: 0.031092 | val_loss: 0.0311583 | Time: 1490.02 ms [2021-10-06 17:28:27 main:581] : INFO : Epoch 1899 | loss: 0.0310949 | val_loss: 0.0311567 | Time: 1481.05 ms [2021-10-06 17:28:28 main:581] : INFO : Epoch 1900 | loss: 0.0310917 | val_loss: 0.0311638 | Time: 1482.5 ms [2021-10-06 17:28:30 main:581] : INFO : Epoch 1901 | loss: 0.0310924 | val_loss: 0.0311551 | Time: 1471.36 ms [2021-10-06 17:28:31 main:581] : INFO : Epoch 1902 | loss: 0.0311389 | val_loss: 0.0311846 | Time: 1461.24 ms [2021-10-06 17:28:33 main:581] : INFO : Epoch 1903 | loss: 0.0311357 | val_loss: 0.0311562 | Time: 1440.58 ms [2021-10-06 17:28:34 main:581] : INFO : Epoch 1904 | loss: 0.0311215 | val_loss: 0.0311567 | Time: 1459.87 ms [2021-10-06 17:28:36 main:581] : INFO : Epoch 1905 | loss: 0.0311374 | val_loss: 0.0311576 | Time: 1462.05 ms [2021-10-06 17:28:37 main:581] : INFO : Epoch 1906 | loss: 0.0311318 | val_loss: 0.0311526 | Time: 1456.33 ms [2021-10-06 17:28:39 main:581] : INFO : Epoch 1907 | loss: 0.0311296 | val_loss: 0.0311578 | Time: 1478.36 ms [2021-10-06 17:28:40 main:581] : INFO : Epoch 1908 | loss: 0.0311253 | val_loss: 0.0311506 | Time: 1471.56 ms [2021-10-06 17:28:42 main:581] : INFO : Epoch 1909 | loss: 0.0311215 | val_loss: 0.0311516 | Time: 1457.72 ms [2021-10-06 17:28:43 main:581] : INFO : Epoch 1910 | loss: 0.0311182 | val_loss: 0.0311548 | Time: 1495.25 ms [2021-10-06 17:28:45 main:581] : INFO : Epoch 1911 | loss: 0.031123 | val_loss: 0.0311509 | Time: 1466.94 ms [2021-10-06 17:28:46 main:581] : INFO : Epoch 1912 | loss: 0.0311218 | val_loss: 0.0311532 | Time: 1508.61 ms [2021-10-06 17:28:48 main:581] : INFO : Epoch 1913 | loss: 0.0311185 | val_loss: 0.0311507 | Time: 1503.95 ms [2021-10-06 17:28:49 main:581] : INFO : Epoch 1914 | loss: 0.03112 | val_loss: 0.0311502 | Time: 1486.21 ms [2021-10-06 17:28:50 main:581] : INFO : Epoch 1915 | loss: 0.0311177 | val_loss: 0.0311512 | Time: 1460.15 ms [2021-10-06 17:28:52 main:581] : INFO : Epoch 1916 | loss: 0.0311169 | val_loss: 0.031159 | Time: 1471.57 ms [2021-10-06 17:28:53 main:581] : INFO : Epoch 1917 | loss: 0.0311168 | val_loss: 0.0311487 | Time: 1488.24 ms [2021-10-06 17:28:55 main:581] : INFO : Epoch 1918 | loss: 0.0311137 | val_loss: 0.0311516 | Time: 1449.9 ms [2021-10-06 17:28:56 main:581] : INFO : Epoch 1919 | loss: 0.0311119 | val_loss: 0.0311557 | Time: 1466.12 ms [2021-10-06 17:28:58 main:581] : INFO : Epoch 1920 | loss: 0.0311116 | val_loss: 0.0311489 | Time: 1463.18 ms [2021-10-06 17:28:59 main:581] : INFO : Epoch 1921 | loss: 0.0311115 | val_loss: 0.0311487 | Time: 1467.79 ms [2021-10-06 17:29:01 main:581] : INFO : Epoch 1922 | loss: 0.0311115 | val_loss: 0.031147 | Time: 1462.55 ms [2021-10-06 17:29:02 main:581] : INFO : Epoch 1923 | loss: 0.0311113 | val_loss: 0.031151 | Time: 1453.73 ms [2021-10-06 17:29:04 main:581] : INFO : Epoch 1924 | loss: 0.0311121 | val_loss: 0.0311549 | Time: 1457.05 ms [2021-10-06 17:29:05 main:581] : INFO : Epoch 1925 | loss: 0.0311253 | val_loss: 0.0311585 | Time: 1457.64 ms [2021-10-06 17:29:07 main:581] : INFO : Epoch 1926 | loss: 0.0311304 | val_loss: 0.0311488 | Time: 1458.49 ms [2021-10-06 17:29:08 main:581] : INFO : Epoch 1927 | loss: 0.0311269 | val_loss: 0.0311462 | Time: 1452.98 ms [2021-10-06 17:29:10 main:581] : INFO : Epoch 1928 | loss: 0.031125 | val_loss: 0.0311513 | Time: 1497.09 ms [2021-10-06 17:29:11 main:581] : INFO : Epoch 1929 | loss: 0.0311224 | val_loss: 0.0311468 | Time: 1462.68 ms [2021-10-06 17:29:12 main:581] : INFO : Epoch 1930 | loss: 0.0311202 | val_loss: 0.0311481 | Time: 1453.19 ms [2021-10-06 17:29:14 main:581] : INFO : Epoch 1931 | loss: 0.0311184 | val_loss: 0.0311489 | Time: 1464.72 ms [2021-10-06 17:29:15 main:581] : INFO : Epoch 1932 | loss: 0.0311151 | val_loss: 0.0311489 | Time: 1497.13 ms [2021-10-06 17:29:17 main:581] : INFO : Epoch 1933 | loss: 0.0311154 | val_loss: 0.0311484 | Time: 1436.69 ms [2021-10-06 17:29:18 main:581] : INFO : Epoch 1934 | loss: 0.0311132 | val_loss: 0.0311458 | Time: 1449.84 ms [2021-10-06 17:29:20 main:581] : INFO : Epoch 1935 | loss: 0.0311166 | val_loss: 0.0311449 | Time: 1476.89 ms [2021-10-06 17:29:21 main:581] : INFO : Epoch 1936 | loss: 0.0311155 | val_loss: 0.0311481 | Time: 1459.43 ms [2021-10-06 17:29:23 main:581] : INFO : Epoch 1937 | loss: 0.0311138 | val_loss: 0.0311506 | Time: 1455.11 ms [2021-10-06 17:29:24 main:581] : INFO : Epoch 1938 | loss: 0.0311114 | val_loss: 0.0311518 | Time: 1463.21 ms [2021-10-06 17:29:26 main:581] : INFO : Epoch 1939 | loss: 0.0311107 | val_loss: 0.0311513 | Time: 1483.04 ms [2021-10-06 17:29:27 main:581] : INFO : Epoch 1940 | loss: 0.031111 | val_loss: 0.0311484 | Time: 1459.34 ms [2021-10-06 17:29:29 main:581] : INFO : Epoch 1941 | loss: 0.0311137 | val_loss: 0.0311473 | Time: 1457.2 ms [2021-10-06 17:29:30 main:581] : INFO : Epoch 1942 | loss: 0.0311115 | val_loss: 0.0311581 | Time: 1449.14 ms [2021-10-06 17:29:31 main:581] : INFO : Epoch 1943 | loss: 0.0311107 | val_loss: 0.0311469 | Time: 1454.01 ms [2021-10-06 17:29:33 main:581] : INFO : Epoch 1944 | loss: 0.0311098 | val_loss: 0.031153 | Time: 1474.65 ms [2021-10-06 17:29:34 main:581] : INFO : Epoch 1945 | loss: 0.0311114 | val_loss: 0.0311441 | Time: 1469.38 ms [2021-10-06 17:29:36 main:581] : INFO : Epoch 1946 | loss: 0.0311132 | val_loss: 0.031148 | Time: 1450.02 ms [2021-10-06 17:29:37 main:581] : INFO : Epoch 1947 | loss: 0.031113 | val_loss: 0.0311532 | Time: 1491.54 ms [2021-10-06 17:29:39 main:581] : INFO : Epoch 1948 | loss: 0.0311108 | val_loss: 0.0311528 | Time: 1456.13 ms [2021-10-06 17:29:40 main:581] : INFO : Epoch 1949 | loss: 0.0311145 | val_loss: 0.0311488 | Time: 1466.91 ms [2021-10-06 17:29:42 main:581] : INFO : Epoch 1950 | loss: 0.0311099 | val_loss: 0.0311454 | Time: 1469.92 ms [2021-10-06 17:29:43 main:581] : INFO : Epoch 1951 | loss: 0.0311098 | val_loss: 0.0311471 | Time: 1476.6 ms [2021-10-06 17:29:45 main:581] : INFO : Epoch 1952 | loss: 0.0311104 | val_loss: 0.031141 | Time: 1522.03 ms [2021-10-06 17:29:46 main:581] : INFO : Epoch 1953 | loss: 0.0311094 | val_loss: 0.0311428 | Time: 1502.53 ms [2021-10-06 17:29:48 main:581] : INFO : Epoch 1954 | loss: 0.0311067 | val_loss: 0.0311462 | Time: 1467.46 ms [2021-10-06 17:29:49 main:581] : INFO : Epoch 1955 | loss: 0.0311082 | val_loss: 0.0311487 | Time: 1463.48 ms [2021-10-06 17:29:51 main:581] : INFO : Epoch 1956 | loss: 0.0311076 | val_loss: 0.0311457 | Time: 1442.76 ms [2021-10-06 17:29:52 main:581] : INFO : Epoch 1957 | loss: 0.0311074 | val_loss: 0.0311463 | Time: 1522.06 ms [2021-10-06 17:29:54 main:581] : INFO : Epoch 1958 | loss: 0.031107 | val_loss: 0.03115 | Time: 1460.56 ms [2021-10-06 17:29:55 main:581] : INFO : Epoch 1959 | loss: 0.031109 | val_loss: 0.0311502 | Time: 1493.38 ms [2021-10-06 17:29:57 main:581] : INFO : Epoch 1960 | loss: 0.0311117 | val_loss: 0.0311472 | Time: 1480.39 ms [2021-10-06 17:29:58 main:581] : INFO : Epoch 1961 | loss: 0.0311082 | val_loss: 0.0311469 | Time: 1455.17 ms [2021-10-06 17:29:59 main:581] : INFO : Epoch 1962 | loss: 0.0311075 | val_loss: 0.0311461 | Time: 1464.34 ms [2021-10-06 17:30:01 main:581] : INFO : Epoch 1963 | loss: 0.0311057 | val_loss: 0.0311456 | Time: 1494.57 ms [2021-10-06 17:30:02 main:581] : INFO : Epoch 1964 | loss: 0.031106 | val_loss: 0.0311422 | Time: 1478.01 ms [2021-10-06 17:30:04 main:581] : INFO : Epoch 1965 | loss: 0.0311055 | val_loss: 0.0311446 | Time: 1472.68 ms [2021-10-06 17:30:05 main:581] : INFO : Epoch 1966 | loss: 0.0311052 | val_loss: 0.0311509 | Time: 1494.51 ms [2021-10-06 17:30:07 main:581] : INFO : Epoch 1967 | loss: 0.0311095 | val_loss: 0.0311461 | Time: 1573 ms [2021-10-06 17:30:09 main:581] : INFO : Epoch 1968 | loss: 0.0311101 | val_loss: 0.0311448 | Time: 1490.41 ms [2021-10-06 17:30:10 main:581] : INFO : Epoch 1969 | loss: 0.0311094 | val_loss: 0.0311473 | Time: 1462.22 ms [2021-10-06 17:30:11 main:581] : INFO : Epoch 1970 | loss: 0.0311054 | val_loss: 0.031147 | Time: 1475.76 ms [2021-10-06 17:30:13 main:581] : INFO : Epoch 1971 | loss: 0.0311069 | val_loss: 0.0311426 | Time: 1454.4 ms [2021-10-06 17:30:14 main:581] : INFO : Epoch 1972 | loss: 0.0311107 | val_loss: 0.0311455 | Time: 1469.83 ms [2021-10-06 17:30:16 main:581] : INFO : Epoch 1973 | loss: 0.0311082 | val_loss: 0.0311511 | Time: 1479.34 ms [2021-10-06 17:30:17 main:581] : INFO : Epoch 1974 | loss: 0.0311059 | val_loss: 0.0311472 | Time: 1488.05 ms [2021-10-06 17:30:19 main:581] : INFO : Epoch 1975 | loss: 0.0311071 | val_loss: 0.0311462 | Time: 1493.11 ms [2021-10-06 17:30:20 main:581] : INFO : Epoch 1976 | loss: 0.0311114 | val_loss: 0.0311518 | Time: 1476.49 ms [2021-10-06 17:30:22 main:581] : INFO : Epoch 1977 | loss: 0.031117 | val_loss: 0.0311455 | Time: 1495.35 ms [2021-10-06 17:30:23 main:581] : INFO : Epoch 1978 | loss: 0.0311139 | val_loss: 0.0311524 | Time: 1536.86 ms [2021-10-06 17:30:25 main:581] : INFO : Epoch 1979 | loss: 0.031114 | val_loss: 0.031149 | Time: 1471.03 ms [2021-10-06 17:30:26 main:581] : INFO : Epoch 1980 | loss: 0.0311153 | val_loss: 0.0311528 | Time: 1518.02 ms [2021-10-06 17:30:28 main:581] : INFO : Epoch 1981 | loss: 0.0311166 | val_loss: 0.0311442 | Time: 1488.97 ms [2021-10-06 17:30:29 main:581] : INFO : Epoch 1982 | loss: 0.0311127 | val_loss: 0.0311495 | Time: 1494.89 ms [2021-10-06 17:30:31 main:581] : INFO : Epoch 1983 | loss: 0.0311122 | val_loss: 0.0311548 | Time: 1482.02 ms [2021-10-06 17:30:32 main:581] : INFO : Epoch 1984 | loss: 0.0311108 | val_loss: 0.031149 | Time: 1463.34 ms [2021-10-06 17:30:34 main:581] : INFO : Epoch 1985 | loss: 0.0311098 | val_loss: 0.0311438 | Time: 1464.98 ms [2021-10-06 17:30:35 main:581] : INFO : Epoch 1986 | loss: 0.0311093 | val_loss: 0.0311478 | Time: 1458.36 ms [2021-10-06 17:30:37 main:581] : INFO : Epoch 1987 | loss: 0.0311092 | val_loss: 0.0311483 | Time: 1465.79 ms [2021-10-06 17:30:38 main:581] : INFO : Epoch 1988 | loss: 0.0311092 | val_loss: 0.0311558 | Time: 1470.9 ms [2021-10-06 17:30:40 main:581] : INFO : Epoch 1989 | loss: 0.0311102 | val_loss: 0.031145 | Time: 1468.07 ms [2021-10-06 17:30:41 main:581] : INFO : Epoch 1990 | loss: 0.0311091 | val_loss: 0.031148 | Time: 1455.37 ms [2021-10-06 17:30:43 main:581] : INFO : Epoch 1991 | loss: 0.0311072 | val_loss: 0.0311451 | Time: 1466.27 ms [2021-10-06 17:30:44 main:581] : INFO : Epoch 1992 | loss: 0.0311053 | val_loss: 0.0311466 | Time: 1455.66 ms [2021-10-06 17:30:45 main:581] : INFO : Epoch 1993 | loss: 0.0311084 | val_loss: 0.031157 | Time: 1467.31 ms [2021-10-06 17:30:47 main:581] : INFO : Epoch 1994 | loss: 0.0311098 | val_loss: 0.031156 | Time: 1454.35 ms [2021-10-06 17:30:48 main:581] : INFO : Epoch 1995 | loss: 0.0311072 | val_loss: 0.0311459 | Time: 1471.86 ms [2021-10-06 17:30:50 main:581] : INFO : Epoch 1996 | loss: 0.0311068 | val_loss: 0.0311475 | Time: 1466.3 ms [2021-10-06 17:30:51 main:581] : INFO : Epoch 1997 | loss: 0.031114 | val_loss: 0.0311551 | Time: 1476.77 ms [2021-10-06 17:30:53 main:581] : INFO : Epoch 1998 | loss: 0.0311153 | val_loss: 0.0311457 | Time: 1442.94 ms [2021-10-06 17:30:54 main:581] : INFO : Epoch 1999 | loss: 0.0311127 | val_loss: 0.0311535 | Time: 1472.33 ms [2021-10-06 17:30:56 main:581] : INFO : Epoch 2000 | loss: 0.0311138 | val_loss: 0.0311461 | Time: 1463.18 ms [2021-10-06 17:30:57 main:581] : INFO : Epoch 2001 | loss: 0.0311171 | val_loss: 0.0311454 | Time: 1442.58 ms [2021-10-06 17:30:59 main:581] : INFO : Epoch 2002 | loss: 0.0311187 | val_loss: 0.0311546 | Time: 1475.16 ms [2021-10-06 17:31:00 main:581] : INFO : Epoch 2003 | loss: 0.0311121 | val_loss: 0.0311506 | Time: 1477.86 ms [2021-10-06 17:31:02 main:581] : INFO : Epoch 2004 | loss: 0.03111 | val_loss: 0.0311499 | Time: 1466.07 ms [2021-10-06 17:31:03 main:581] : INFO : Epoch 2005 | loss: 0.0311072 | val_loss: 0.0311558 | Time: 1484.2 ms [2021-10-06 17:31:05 main:581] : INFO : Epoch 2006 | loss: 0.0311299 | val_loss: 0.0311518 | Time: 1477.64 ms [2021-10-06 17:31:06 main:581] : INFO : Epoch 2007 | loss: 0.0311271 | val_loss: 0.0311498 | Time: 1454.3 ms [2021-10-06 17:31:07 main:581] : INFO : Epoch 2008 | loss: 0.031123 | val_loss: 0.0311478 | Time: 1466.03 ms [2021-10-06 17:31:09 main:581] : INFO : Epoch 2009 | loss: 0.0311231 | val_loss: 0.031151 | Time: 1457.07 ms [2021-10-06 17:31:10 main:581] : INFO : Epoch 2010 | loss: 0.0311252 | val_loss: 0.0311471 | Time: 1484.58 ms [2021-10-06 17:31:12 main:581] : INFO : Epoch 2011 | loss: 0.0311395 | val_loss: 0.0311617 | Time: 1460.14 ms [2021-10-06 17:31:13 main:581] : INFO : Epoch 2012 | loss: 0.0311438 | val_loss: 0.0311601 | Time: 1461.13 ms [2021-10-06 17:31:15 main:581] : INFO : Epoch 2013 | loss: 0.0311373 | val_loss: 0.0311576 | Time: 1651.53 ms [2021-10-06 17:31:17 main:581] : INFO : Epoch 2014 | loss: 0.031134 | val_loss: 0.0311507 | Time: 1661.08 ms [2021-10-06 17:31:18 main:581] : INFO : Epoch 2015 | loss: 0.0311357 | val_loss: 0.0311503 | Time: 1449.84 ms [2021-10-06 17:31:20 main:581] : INFO : Epoch 2016 | loss: 0.031134 | val_loss: 0.0311521 | Time: 1494.43 ms [2021-10-06 17:31:21 main:581] : INFO : Epoch 2017 | loss: 0.0311303 | val_loss: 0.0311524 | Time: 1461.43 ms [2021-10-06 17:31:22 main:581] : INFO : Epoch 2018 | loss: 0.0311284 | val_loss: 0.0311555 | Time: 1450.39 ms [2021-10-06 17:31:24 main:581] : INFO : Epoch 2019 | loss: 0.031129 | val_loss: 0.0311577 | Time: 1446.38 ms [2021-10-06 17:31:25 main:581] : INFO : Epoch 2020 | loss: 0.0311274 | val_loss: 0.0311516 | Time: 1477.67 ms [2021-10-06 17:31:27 main:581] : INFO : Epoch 2021 | loss: 0.0311263 | val_loss: 0.0311528 | Time: 1474.1 ms [2021-10-06 17:31:28 main:581] : INFO : Epoch 2022 | loss: 0.0311296 | val_loss: 0.0311576 | Time: 1439.96 ms [2021-10-06 17:31:30 main:581] : INFO : Epoch 2023 | loss: 0.031125 | val_loss: 0.03115 | Time: 1463.34 ms [2021-10-06 17:31:31 main:581] : INFO : Epoch 2024 | loss: 0.0311206 | val_loss: 0.0311488 | Time: 1456.57 ms [2021-10-06 17:31:33 main:581] : INFO : Epoch 2025 | loss: 0.0311205 | val_loss: 0.0311486 | Time: 1461.22 ms [2021-10-06 17:31:34 main:581] : INFO : Epoch 2026 | loss: 0.0311202 | val_loss: 0.0311553 | Time: 1461.84 ms [2021-10-06 17:31:36 main:581] : INFO : Epoch 2027 | loss: 0.0311189 | val_loss: 0.031158 | Time: 1469.68 ms [2021-10-06 17:31:37 main:581] : INFO : Epoch 2028 | loss: 0.0311174 | val_loss: 0.0311485 | Time: 1464.11 ms [2021-10-06 17:31:39 main:581] : INFO : Epoch 2029 | loss: 0.0311179 | val_loss: 0.0311531 | Time: 1462.13 ms [2021-10-06 17:31:40 main:581] : INFO : Epoch 2030 | loss: 0.0311142 | val_loss: 0.0311537 | Time: 1481.27 ms [2021-10-06 17:31:41 main:581] : INFO : Epoch 2031 | loss: 0.0311131 | val_loss: 0.0311502 | Time: 1474.67 ms [2021-10-06 17:31:43 main:581] : INFO : Epoch 2032 | loss: 0.0311244 | val_loss: 0.0311484 | Time: 1444.77 ms [2021-10-06 17:31:44 main:581] : INFO : Epoch 2033 | loss: 0.031135 | val_loss: 0.031158 | Time: 1476.73 ms [2021-10-06 17:31:46 main:581] : INFO : Epoch 2034 | loss: 0.0311387 | val_loss: 0.0311536 | Time: 1464 ms [2021-10-06 17:31:47 main:581] : INFO : Epoch 2035 | loss: 0.0311371 | val_loss: 0.0311541 | Time: 1453.8 ms [2021-10-06 17:31:49 main:581] : INFO : Epoch 2036 | loss: 0.0311319 | val_loss: 0.0311536 | Time: 1502.67 ms [2021-10-06 17:31:50 main:581] : INFO : Epoch 2037 | loss: 0.0311265 | val_loss: 0.0311465 | Time: 1477.5 ms [2021-10-06 17:31:52 main:581] : INFO : Epoch 2038 | loss: 0.0311316 | val_loss: 0.0311541 | Time: 1456.14 ms [2021-10-06 17:31:53 main:581] : INFO : Epoch 2039 | loss: 0.0311261 | val_loss: 0.0311537 | Time: 1463.43 ms [2021-10-06 17:31:55 main:581] : INFO : Epoch 2040 | loss: 0.031121 | val_loss: 0.0311462 | Time: 1498.71 ms [2021-10-06 17:31:56 main:581] : INFO : Epoch 2041 | loss: 0.0311223 | val_loss: 0.0311564 | Time: 1497.68 ms [2021-10-06 17:31:58 main:581] : INFO : Epoch 2042 | loss: 0.0311299 | val_loss: 0.0311452 | Time: 1466.69 ms [2021-10-06 17:31:59 main:581] : INFO : Epoch 2043 | loss: 0.0311315 | val_loss: 0.0311422 | Time: 1502.56 ms [2021-10-06 17:32:01 main:581] : INFO : Epoch 2044 | loss: 0.0311243 | val_loss: 0.0311407 | Time: 1458.92 ms [2021-10-06 17:32:02 main:581] : INFO : Epoch 2045 | loss: 0.0311234 | val_loss: 0.0311395 | Time: 1481.34 ms [2021-10-06 17:32:04 main:581] : INFO : Epoch 2046 | loss: 0.0311218 | val_loss: 0.0311397 | Time: 1494.55 ms [2021-10-06 17:32:05 main:581] : INFO : Epoch 2047 | loss: 0.0311197 | val_loss: 0.0311455 | Time: 1468.78 ms [2021-10-06 17:32:07 main:581] : INFO : Epoch 2048 | loss: 0.0311205 | val_loss: 0.0311514 | Time: 1480.83 ms [2021-10-06 17:32:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311514 [2021-10-06 17:32:07 main:610] : INFO : Saving end state to config to file [2021-10-06 17:32:07 main:615] : INFO : Success, exiting.. 17:32:07 (177500): 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)