Task 7644935
| Name | ParityModified-1631735642-18198-2_0 |
| Workunit | 5297582 |
| Created | 27 Sep 2021, 11:20:24 UTC |
| Sent | 4 Oct 2021, 5:07:12 UTC |
| Report deadline | 11 Oct 2021, 5:07:12 UTC |
| Received | 5 Oct 2021, 8:41:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 53 min 11 sec |
| CPU time | 53 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 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 | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.031097 | val_loss: 0.0311279 | Time: 1502.99 ms
[2021-10-05 10:28:28 main:581] : INFO : Epoch 1539 | loss: 0.031104 | val_loss: 0.0311227 | Time: 1570.82 ms
[2021-10-05 10:28:30 main:581] : INFO : Epoch 1540 | loss: 0.031101 | val_loss: 0.031119 | Time: 1535.85 ms
[2021-10-05 10:28:31 main:581] : INFO : Epoch 1541 | loss: 0.0310988 | val_loss: 0.0311241 | Time: 1452.89 ms
[2021-10-05 10:28:33 main:581] : INFO : Epoch 1542 | loss: 0.0310971 | val_loss: 0.0311214 | Time: 1467.51 ms
[2021-10-05 10:28:34 main:581] : INFO : Epoch 1543 | loss: 0.0310965 | val_loss: 0.0311199 | Time: 1466.85 ms
[2021-10-05 10:28:36 main:581] : INFO : Epoch 1544 | loss: 0.0310983 | val_loss: 0.0311204 | Time: 1449.85 ms
[2021-10-05 10:28:37 main:581] : INFO : Epoch 1545 | loss: 0.0310989 | val_loss: 0.0311225 | Time: 1455.82 ms
[2021-10-05 10:28:38 main:581] : INFO : Epoch 1546 | loss: 0.0310948 | val_loss: 0.0311262 | Time: 1453.85 ms
[2021-10-05 10:28:40 main:581] : INFO : Epoch 1547 | loss: 0.0310962 | val_loss: 0.0311229 | Time: 1443.17 ms
[2021-10-05 10:28:41 main:581] : INFO : Epoch 1548 | loss: 0.0310943 | val_loss: 0.0311265 | Time: 1474.4 ms
[2021-10-05 10:28:43 main:581] : INFO : Epoch 1549 | loss: 0.0310957 | val_loss: 0.0311359 | Time: 1509.44 ms
[2021-10-05 10:28:45 main:581] : INFO : Epoch 1550 | loss: 0.031099 | val_loss: 0.0311267 | Time: 1628.58 ms
[2021-10-05 10:28:46 main:581] : INFO : Epoch 1551 | loss: 0.0310992 | val_loss: 0.0311197 | Time: 1472.95 ms
[2021-10-05 10:28:47 main:581] : INFO : Epoch 1552 | loss: 0.0310955 | val_loss: 0.0311224 | Time: 1459.97 ms
[2021-10-05 10:28:49 main:581] : INFO : Epoch 1553 | loss: 0.0311 | val_loss: 0.0311229 | Time: 1471 ms
[2021-10-05 10:28:50 main:581] : INFO : Epoch 1554 | loss: 0.0310967 | val_loss: 0.0311216 | Time: 1459.17 ms
[2021-10-05 10:28:52 main:581] : INFO : Epoch 1555 | loss: 0.0310958 | val_loss: 0.0311213 | Time: 1432.98 ms
[2021-10-05 10:28:53 main:581] : INFO : Epoch 1556 | loss: 0.0310959 | val_loss: 0.0311225 | Time: 1443.88 ms
[2021-10-05 10:28:55 main:581] : INFO : Epoch 1557 | loss: 0.0310994 | val_loss: 0.0311196 | Time: 1472.52 ms
[2021-10-05 10:28:56 main:581] : INFO : Epoch 1558 | loss: 0.0310961 | val_loss: 0.0311214 | Time: 1473.5 ms
[2021-10-05 10:28:58 main:581] : INFO : Epoch 1559 | loss: 0.0310955 | val_loss: 0.0311191 | Time: 1453.62 ms
[2021-10-05 10:28:59 main:581] : INFO : Epoch 1560 | loss: 0.0310959 | val_loss: 0.0311201 | Time: 1445.61 ms
[2021-10-05 10:29:01 main:581] : INFO : Epoch 1561 | loss: 0.0311085 | val_loss: 0.0311208 | Time: 1445.42 ms
[2021-10-05 10:29:02 main:581] : INFO : Epoch 1562 | loss: 0.0311036 | val_loss: 0.0311234 | Time: 1453.56 ms
[2021-10-05 10:29:03 main:581] : INFO : Epoch 1563 | loss: 0.0310988 | val_loss: 0.0311206 | Time: 1449.79 ms
[2021-10-05 10:29:05 main:581] : INFO : Epoch 1564 | loss: 0.0310964 | val_loss: 0.0311236 | Time: 1454.25 ms
[2021-10-05 10:29:06 main:581] : INFO : Epoch 1565 | loss: 0.0310963 | val_loss: 0.0311211 | Time: 1451.15 ms
[2021-10-05 10:29:08 main:581] : INFO : Epoch 1566 | loss: 0.0310938 | val_loss: 0.0311176 | Time: 1444.68 ms
[2021-10-05 10:29:09 main:581] : INFO : Epoch 1567 | loss: 0.0310991 | val_loss: 0.0311259 | Time: 1472.45 ms
[2021-10-05 10:29:11 main:581] : INFO : Epoch 1568 | loss: 0.0310968 | val_loss: 0.0311205 | Time: 1480.82 ms
[2021-10-05 10:29:12 main:581] : INFO : Epoch 1569 | loss: 0.0310955 | val_loss: 0.0311251 | Time: 1483.11 ms
[2021-10-05 10:29:14 main:581] : INFO : Epoch 1570 | loss: 0.0310955 | val_loss: 0.0311223 | Time: 1512.99 ms
[2021-10-05 10:29:15 main:581] : INFO : Epoch 1571 | loss: 0.0310948 | val_loss: 0.0311358 | Time: 1484 ms
[2021-10-05 10:29:17 main:581] : INFO : Epoch 1572 | loss: 0.0310946 | val_loss: 0.0311204 | Time: 1462.82 ms
[2021-10-05 10:29:18 main:581] : INFO : Epoch 1573 | loss: 0.0310913 | val_loss: 0.031121 | Time: 1472.75 ms
[2021-10-05 10:29:20 main:581] : INFO : Epoch 1574 | loss: 0.0310902 | val_loss: 0.0311199 | Time: 1578.51 ms
[2021-10-05 10:29:21 main:581] : INFO : Epoch 1575 | loss: 0.0310913 | val_loss: 0.0311268 | Time: 1557.67 ms
[2021-10-05 10:29:23 main:581] : INFO : Epoch 1576 | loss: 0.0310904 | val_loss: 0.0311206 | Time: 1543.97 ms
[2021-10-05 10:29:24 main:581] : INFO : Epoch 1577 | loss: 0.0310903 | val_loss: 0.0311232 | Time: 1487.48 ms
[2021-10-05 10:29:26 main:581] : INFO : Epoch 1578 | loss: 0.031092 | val_loss: 0.03112 | Time: 1445.67 ms
[2021-10-05 10:29:27 main:581] : INFO : Epoch 1579 | loss: 0.0310946 | val_loss: 0.0311268 | Time: 1445.69 ms
[2021-10-05 10:29:29 main:581] : INFO : Epoch 1580 | loss: 0.0310948 | val_loss: 0.0311216 | Time: 1445.32 ms
[2021-10-05 10:29:30 main:581] : INFO : Epoch 1581 | loss: 0.0310904 | val_loss: 0.0311193 | Time: 1468.46 ms
[2021-10-05 10:29:32 main:581] : INFO : Epoch 1582 | loss: 0.0310924 | val_loss: 0.0311181 | Time: 1443.29 ms
[2021-10-05 10:29:33 main:581] : INFO : Epoch 1583 | loss: 0.0310925 | val_loss: 0.0311212 | Time: 1447.07 ms
[2021-10-05 10:29:35 main:581] : INFO : Epoch 1584 | loss: 0.0310927 | val_loss: 0.0311173 | Time: 1457.41 ms
[2021-10-05 10:29:36 main:581] : INFO : Epoch 1585 | loss: 0.0310913 | val_loss: 0.0311241 | Time: 1445 ms
[2021-10-05 10:29:37 main:581] : INFO : Epoch 1586 | loss: 0.0310928 | val_loss: 0.0311233 | Time: 1474.27 ms
[2021-10-05 10:29:39 main:581] : INFO : Epoch 1587 | loss: 0.0310909 | val_loss: 0.0311226 | Time: 1448.17 ms
[2021-10-05 10:29:40 main:581] : INFO : Epoch 1588 | loss: 0.0310914 | val_loss: 0.0311218 | Time: 1457.71 ms
[2021-10-05 10:29:42 main:581] : INFO : Epoch 1589 | loss: 0.0310901 | val_loss: 0.0311215 | Time: 1467.31 ms
[2021-10-05 10:29:43 main:581] : INFO : Epoch 1590 | loss: 0.0310913 | val_loss: 0.0311231 | Time: 1469.24 ms
[2021-10-05 10:29:45 main:581] : INFO : Epoch 1591 | loss: 0.0310888 | val_loss: 0.0311181 | Time: 1467.84 ms
[2021-10-05 10:29:46 main:581] : INFO : Epoch 1592 | loss: 0.0310867 | val_loss: 0.0311202 | Time: 1484.83 ms
[2021-10-05 10:29:48 main:581] : INFO : Epoch 1593 | loss: 0.0310883 | val_loss: 0.0311163 | Time: 1456.62 ms
[2021-10-05 10:29:49 main:581] : INFO : Epoch 1594 | loss: 0.0310877 | val_loss: 0.0311187 | Time: 1496.79 ms
[2021-10-05 10:29:51 main:581] : INFO : Epoch 1595 | loss: 0.03109 | val_loss: 0.0311172 | Time: 1447.45 ms
[2021-10-05 10:29:52 main:581] : INFO : Epoch 1596 | loss: 0.031088 | val_loss: 0.0311167 | Time: 1436.26 ms
[2021-10-05 10:29:54 main:581] : INFO : Epoch 1597 | loss: 0.031085 | val_loss: 0.0311212 | Time: 1476.43 ms
[2021-10-05 10:29:55 main:581] : INFO : Epoch 1598 | loss: 0.0310824 | val_loss: 0.0311148 | Time: 1476.01 ms
[2021-10-05 10:29:56 main:581] : INFO : Epoch 1599 | loss: 0.0310786 | val_loss: 0.0311139 | Time: 1446.65 ms
[2021-10-05 10:29:58 main:581] : INFO : Epoch 1600 | loss: 0.0310825 | val_loss: 0.0311083 | Time: 1456.67 ms
[2021-10-05 10:29:59 main:581] : INFO : Epoch 1601 | loss: 0.0310874 | val_loss: 0.0311081 | Time: 1472.15 ms
[2021-10-05 10:30:01 main:581] : INFO : Epoch 1602 | loss: 0.0310837 | val_loss: 0.0311103 | Time: 1456.5 ms
[2021-10-05 10:30:02 main:581] : INFO : Epoch 1603 | loss: 0.0310783 | val_loss: 0.0310991 | Time: 1458.99 ms
[2021-10-05 10:30:04 main:581] : INFO : Epoch 1604 | loss: 0.0310773 | val_loss: 0.0310972 | Time: 1476.18 ms
[2021-10-05 10:30:05 main:581] : INFO : Epoch 1605 | loss: 0.0310858 | val_loss: 0.0311088 | Time: 1466.62 ms
[2021-10-05 10:30:07 main:581] : INFO : Epoch 1606 | loss: 0.0310771 | val_loss: 0.0311035 | Time: 1426.31 ms
[2021-10-05 10:30:08 main:581] : INFO : Epoch 1607 | loss: 0.0310748 | val_loss: 0.0311015 | Time: 1556.34 ms
[2021-10-05 10:30:10 main:581] : INFO : Epoch 1608 | loss: 0.0310749 | val_loss: 0.031108 | Time: 1505.47 ms
[2021-10-05 10:30:11 main:581] : INFO : Epoch 1609 | loss: 0.0310753 | val_loss: 0.0311013 | Time: 1481.72 ms
[2021-10-05 10:30:13 main:581] : INFO : Epoch 1610 | loss: 0.031075 | val_loss: 0.0310993 | Time: 1480.11 ms
[2021-10-05 10:30:14 main:581] : INFO : Epoch 1611 | loss: 0.0310748 | val_loss: 0.0311065 | Time: 1487.79 ms
[2021-10-05 10:30:16 main:581] : INFO : Epoch 1612 | loss: 0.0310775 | val_loss: 0.0311052 | Time: 1476.98 ms
[2021-10-05 10:30:17 main:581] : INFO : Epoch 1613 | loss: 0.0310805 | val_loss: 0.0311074 | Time: 1483.76 ms
[2021-10-05 10:30:19 main:581] : INFO : Epoch 1614 | loss: 0.0310854 | val_loss: 0.0311132 | Time: 1456.27 ms
[2021-10-05 10:30:20 main:581] : INFO : Epoch 1615 | loss: 0.031079 | val_loss: 0.0310997 | Time: 1455.47 ms
[2021-10-05 10:30:22 main:581] : INFO : Epoch 1616 | loss: 0.0310723 | val_loss: 0.0311044 | Time: 1450.58 ms
[2021-10-05 10:30:23 main:581] : INFO : Epoch 1617 | loss: 0.0310844 | val_loss: 0.0311013 | Time: 1452.59 ms
[2021-10-05 10:30:24 main:581] : INFO : Epoch 1618 | loss: 0.0310778 | val_loss: 0.0310985 | Time: 1458.98 ms
[2021-10-05 10:30:26 main:581] : INFO : Epoch 1619 | loss: 0.0310748 | val_loss: 0.0311029 | Time: 1463.93 ms
[2021-10-05 10:30:27 main:581] : INFO : Epoch 1620 | loss: 0.0310742 | val_loss: 0.0310977 | Time: 1456.21 ms
[2021-10-05 10:30:29 main:581] : INFO : Epoch 1621 | loss: 0.0310703 | val_loss: 0.0311024 | Time: 1468.23 ms
[2021-10-05 10:30:30 main:581] : INFO : Epoch 1622 | loss: 0.0310723 | val_loss: 0.0311093 | Time: 1454.16 ms
[2021-10-05 10:30:32 main:581] : INFO : Epoch 1623 | loss: 0.0310707 | val_loss: 0.0310986 | Time: 1472.02 ms
[2021-10-05 10:30:33 main:581] : INFO : Epoch 1624 | loss: 0.0310705 | val_loss: 0.0311032 | Time: 1445.59 ms
[2021-10-05 10:30:35 main:581] : INFO : Epoch 1625 | loss: 0.0310708 | val_loss: 0.0311005 | Time: 1452.82 ms
[2021-10-05 10:30:36 main:581] : INFO : Epoch 1626 | loss: 0.0310691 | val_loss: 0.0310984 | Time: 1550.95 ms
[2021-10-05 10:30:38 main:581] : INFO : Epoch 1627 | loss: 0.0310688 | val_loss: 0.0311049 | Time: 1533.52 ms
[2021-10-05 10:30:39 main:581] : INFO : Epoch 1628 | loss: 0.0310691 | val_loss: 0.0310976 | Time: 1551.04 ms
[2021-10-05 10:30:41 main:581] : INFO : Epoch 1629 | loss: 0.0310747 | val_loss: 0.0311001 | Time: 1476.77 ms
[2021-10-05 10:30:42 main:581] : INFO : Epoch 1630 | loss: 0.0310724 | val_loss: 0.0311051 | Time: 1447.73 ms
[2021-10-05 10:30:44 main:581] : INFO : Epoch 1631 | loss: 0.0310716 | val_loss: 0.0310988 | Time: 1474.05 ms
[2021-10-05 10:30:45 main:581] : INFO : Epoch 1632 | loss: 0.0310709 | val_loss: 0.0311041 | Time: 1446.07 ms
[2021-10-05 10:30:47 main:581] : INFO : Epoch 1633 | loss: 0.0310718 | val_loss: 0.0311058 | Time: 1456.69 ms
[2021-10-05 10:30:48 main:581] : INFO : Epoch 1634 | loss: 0.0310726 | val_loss: 0.0311038 | Time: 1455.67 ms
[2021-10-05 10:30:50 main:581] : INFO : Epoch 1635 | loss: 0.0310697 | val_loss: 0.031102 | Time: 1479.25 ms
[2021-10-05 10:30:51 main:581] : INFO : Epoch 1636 | loss: 0.0310701 | val_loss: 0.0311029 | Time: 1475.23 ms
[2021-10-05 10:30:52 main:581] : INFO : Epoch 1637 | loss: 0.0310672 | val_loss: 0.0311024 | Time: 1464.92 ms
[2021-10-05 10:30:54 main:581] : INFO : Epoch 1638 | loss: 0.0310686 | val_loss: 0.0310998 | Time: 1462.5 ms
[2021-10-05 10:30:55 main:581] : INFO : Epoch 1639 | loss: 0.031069 | val_loss: 0.0310959 | Time: 1474.18 ms
[2021-10-05 10:30:57 main:581] : INFO : Epoch 1640 | loss: 0.0310709 | val_loss: 0.0310978 | Time: 1474.49 ms
[2021-10-05 10:30:58 main:581] : INFO : Epoch 1641 | loss: 0.0310686 | val_loss: 0.0310985 | Time: 1460 ms
[2021-10-05 10:31:00 main:581] : INFO : Epoch 1642 | loss: 0.0310701 | val_loss: 0.0310966 | Time: 1486.16 ms
[2021-10-05 10:31:01 main:581] : INFO : Epoch 1643 | loss: 0.0310707 | val_loss: 0.0310954 | Time: 1455.08 ms
[2021-10-05 10:31:03 main:581] : INFO : Epoch 1644 | loss: 0.0310725 | val_loss: 0.031094 | Time: 1485.92 ms
[2021-10-05 10:31:04 main:581] : INFO : Epoch 1645 | loss: 0.0310675 | val_loss: 0.0310969 | Time: 1440.43 ms
[2021-10-05 10:31:06 main:581] : INFO : Epoch 1646 | loss: 0.0310667 | val_loss: 0.0310985 | Time: 1477.32 ms
[2021-10-05 10:31:07 main:581] : INFO : Epoch 1647 | loss: 0.0310715 | val_loss: 0.0311021 | Time: 1499.2 ms
[2021-10-05 10:31:09 main:581] : INFO : Epoch 1648 | loss: 0.0310664 | val_loss: 0.0311015 | Time: 1464.42 ms
[2021-10-05 10:31:10 main:581] : INFO : Epoch 1649 | loss: 0.0310723 | val_loss: 0.0310991 | Time: 1453.37 ms
[2021-10-05 10:31:12 main:581] : INFO : Epoch 1650 | loss: 0.0310671 | val_loss: 0.0310984 | Time: 1452.26 ms
[2021-10-05 10:31:13 main:581] : INFO : Epoch 1651 | loss: 0.0310634 | val_loss: 0.0310991 | Time: 1450.91 ms
[2021-10-05 10:31:15 main:581] : INFO : Epoch 1652 | loss: 0.0310666 | val_loss: 0.0311068 | Time: 1481.47 ms
[2021-10-05 10:31:16 main:581] : INFO : Epoch 1653 | loss: 0.0310669 | val_loss: 0.0310955 | Time: 1454.27 ms
[2021-10-05 10:31:17 main:581] : INFO : Epoch 1654 | loss: 0.0310639 | val_loss: 0.0311023 | Time: 1449.08 ms
[2021-10-05 10:31:19 main:581] : INFO : Epoch 1655 | loss: 0.0310668 | val_loss: 0.0310965 | Time: 1450.4 ms
[2021-10-05 10:31:20 main:581] : INFO : Epoch 1656 | loss: 0.0310655 | val_loss: 0.0311074 | Time: 1477.54 ms
[2021-10-05 10:31:22 main:581] : INFO : Epoch 1657 | loss: 0.0310677 | val_loss: 0.0310948 | Time: 1447.45 ms
[2021-10-05 10:31:23 main:581] : INFO : Epoch 1658 | loss: 0.0310658 | val_loss: 0.0311033 | Time: 1447.41 ms
[2021-10-05 10:31:25 main:581] : INFO : Epoch 1659 | loss: 0.0310709 | val_loss: 0.0310961 | Time: 1454.58 ms
[2021-10-05 10:31:26 main:581] : INFO : Epoch 1660 | loss: 0.0310747 | val_loss: 0.0310975 | Time: 1567.29 ms
[2021-10-05 10:31:28 main:581] : INFO : Epoch 1661 | loss: 0.0310727 | val_loss: 0.031099 | Time: 1594.21 ms
[2021-10-05 10:31:29 main:581] : INFO : Epoch 1662 | loss: 0.0310652 | val_loss: 0.0310941 | Time: 1566.84 ms
[2021-10-05 10:31:31 main:581] : INFO : Epoch 1663 | loss: 0.0310638 | val_loss: 0.0311045 | Time: 1556.52 ms
[2021-10-05 10:31:33 main:581] : INFO : Epoch 1664 | loss: 0.0310665 | val_loss: 0.0310968 | Time: 1525.59 ms
[2021-10-05 10:31:34 main:581] : INFO : Epoch 1665 | loss: 0.0310628 | val_loss: 0.0310988 | Time: 1492.41 ms
[2021-10-05 10:31:35 main:581] : INFO : Epoch 1666 | loss: 0.031062 | val_loss: 0.0310934 | Time: 1465.74 ms
[2021-10-05 10:31:37 main:581] : INFO : Epoch 1667 | loss: 0.0310627 | val_loss: 0.0311004 | Time: 1424.62 ms
[2021-10-05 10:31:38 main:581] : INFO : Epoch 1668 | loss: 0.0310586 | val_loss: 0.0310976 | Time: 1485.89 ms
[2021-10-05 10:31:40 main:581] : INFO : Epoch 1669 | loss: 0.0310613 | val_loss: 0.0310947 | Time: 1456.91 ms
[2021-10-05 10:31:41 main:581] : INFO : Epoch 1670 | loss: 0.0310605 | val_loss: 0.0310989 | Time: 1434.69 ms
[2021-10-05 10:31:43 main:581] : INFO : Epoch 1671 | loss: 0.0310621 | val_loss: 0.0311026 | Time: 1443.69 ms
[2021-10-05 10:31:44 main:581] : INFO : Epoch 1672 | loss: 0.0310683 | val_loss: 0.0311029 | Time: 1463.73 ms
[2021-10-05 10:31:46 main:581] : INFO : Epoch 1673 | loss: 0.0310614 | val_loss: 0.0311051 | Time: 1439.54 ms
[2021-10-05 10:31:47 main:581] : INFO : Epoch 1674 | loss: 0.0310603 | val_loss: 0.0310976 | Time: 1432.83 ms
[2021-10-05 10:31:49 main:581] : INFO : Epoch 1675 | loss: 0.031061 | val_loss: 0.031097 | Time: 1480.95 ms
[2021-10-05 10:31:50 main:581] : INFO : Epoch 1676 | loss: 0.0310586 | val_loss: 0.0311006 | Time: 1468.57 ms
[2021-10-05 10:31:52 main:581] : INFO : Epoch 1677 | loss: 0.0310618 | val_loss: 0.031098 | Time: 1527.46 ms
[2021-10-05 10:31:53 main:581] : INFO : Epoch 1678 | loss: 0.0310718 | val_loss: 0.0310928 | Time: 1558.2 ms
[2021-10-05 10:31:55 main:581] : INFO : Epoch 1679 | loss: 0.0310679 | val_loss: 0.031103 | Time: 1533.38 ms
[2021-10-05 10:31:56 main:581] : INFO : Epoch 1680 | loss: 0.0310657 | val_loss: 0.0311062 | Time: 1478.54 ms
[2021-10-05 10:31:58 main:581] : INFO : Epoch 1681 | loss: 0.0310677 | val_loss: 0.0311144 | Time: 1469.9 ms
[2021-10-05 10:31:59 main:581] : INFO : Epoch 1682 | loss: 0.0310682 | val_loss: 0.0310949 | Time: 1454.84 ms
[2021-10-05 10:32:00 main:581] : INFO : Epoch 1683 | loss: 0.0310609 | val_loss: 0.0310968 | Time: 1447.45 ms
[2021-10-05 10:32:02 main:581] : INFO : Epoch 1684 | loss: 0.0310589 | val_loss: 0.0310978 | Time: 1438.54 ms
[2021-10-05 10:32:03 main:581] : INFO : Epoch 1685 | loss: 0.0310579 | val_loss: 0.0310954 | Time: 1494.61 ms
[2021-10-05 10:32:05 main:581] : INFO : Epoch 1686 | loss: 0.0310565 | val_loss: 0.0310952 | Time: 1465.56 ms
[2021-10-05 10:32:06 main:581] : INFO : Epoch 1687 | loss: 0.0310665 | val_loss: 0.0311036 | Time: 1437 ms
[2021-10-05 10:32:08 main:581] : INFO : Epoch 1688 | loss: 0.031062 | val_loss: 0.0311015 | Time: 1447.76 ms
[2021-10-05 10:32:09 main:581] : INFO : Epoch 1689 | loss: 0.03106 | val_loss: 0.0311019 | Time: 1478.84 ms
[2021-10-05 10:32:11 main:581] : INFO : Epoch 1690 | loss: 0.031061 | val_loss: 0.0310981 | Time: 1458.73 ms
[2021-10-05 10:32:12 main:581] : INFO : Epoch 1691 | loss: 0.0310698 | val_loss: 0.0311019 | Time: 1428.52 ms
[2021-10-05 10:32:14 main:581] : INFO : Epoch 1692 | loss: 0.0310642 | val_loss: 0.031097 | Time: 1446.79 ms
[2021-10-05 10:32:15 main:581] : INFO : Epoch 1693 | loss: 0.0310614 | val_loss: 0.0311027 | Time: 1529.83 ms
[2021-10-05 10:32:17 main:581] : INFO : Epoch 1694 | loss: 0.0310641 | val_loss: 0.0310976 | Time: 1505.52 ms
[2021-10-05 10:32:18 main:581] : INFO : Epoch 1695 | loss: 0.0310595 | val_loss: 0.0310975 | Time: 1470.75 ms
[2021-10-05 10:32:20 main:581] : INFO : Epoch 1696 | loss: 0.0310582 | val_loss: 0.0311003 | Time: 1457.62 ms
[2021-10-05 10:32:21 main:581] : INFO : Epoch 1697 | loss: 0.0310568 | val_loss: 0.0310955 | Time: 1474.98 ms
[2021-10-05 10:32:22 main:581] : INFO : Epoch 1698 | loss: 0.0310547 | val_loss: 0.0310999 | Time: 1459.85 ms
[2021-10-05 10:32:24 main:581] : INFO : Epoch 1699 | loss: 0.0310563 | val_loss: 0.0310991 | Time: 1455.76 ms
[2021-10-05 10:32:25 main:581] : INFO : Epoch 1700 | loss: 0.0310562 | val_loss: 0.0311002 | Time: 1466.36 ms
[2021-10-05 10:32:27 main:581] : INFO : Epoch 1701 | loss: 0.0310561 | val_loss: 0.031101 | Time: 1455.73 ms
[2021-10-05 10:32:28 main:581] : INFO : Epoch 1702 | loss: 0.0310585 | val_loss: 0.0310999 | Time: 1437.73 ms
[2021-10-05 10:32:30 main:581] : INFO : Epoch 1703 | loss: 0.03106 | val_loss: 0.031104 | Time: 1449.32 ms
[2021-10-05 10:32:31 main:581] : INFO : Epoch 1704 | loss: 0.031057 | val_loss: 0.0311014 | Time: 1460.37 ms
[2021-10-05 10:32:33 main:581] : INFO : Epoch 1705 | loss: 0.0310583 | val_loss: 0.0310975 | Time: 1459.87 ms
[2021-10-05 10:32:34 main:581] : INFO : Epoch 1706 | loss: 0.0310612 | val_loss: 0.0310996 | Time: 1474.78 ms
[2021-10-05 10:32:36 main:581] : INFO : Epoch 1707 | loss: 0.0310611 | val_loss: 0.0311029 | Time: 1433.88 ms
[2021-10-05 10:32:37 main:581] : INFO : Epoch 1708 | loss: 0.0310584 | val_loss: 0.0310964 | Time: 1477.21 ms
[2021-10-05 10:32:39 main:581] : INFO : Epoch 1709 | loss: 0.0310594 | val_loss: 0.0310964 | Time: 1459.04 ms
[2021-10-05 10:32:40 main:581] : INFO : Epoch 1710 | loss: 0.0310574 | val_loss: 0.0311019 | Time: 1469.89 ms
[2021-10-05 10:32:41 main:581] : INFO : Epoch 1711 | loss: 0.0310618 | val_loss: 0.0310987 | Time: 1457.83 ms
[2021-10-05 10:32:43 main:581] : INFO : Epoch 1712 | loss: 0.0310568 | val_loss: 0.0310951 | Time: 1455.21 ms
[2021-10-05 10:32:44 main:581] : INFO : Epoch 1713 | loss: 0.0310563 | val_loss: 0.0310966 | Time: 1455.87 ms
[2021-10-05 10:32:46 main:581] : INFO : Epoch 1714 | loss: 0.0310558 | val_loss: 0.0310908 | Time: 1450.83 ms
[2021-10-05 10:32:47 main:581] : INFO : Epoch 1715 | loss: 0.031057 | val_loss: 0.0310964 | Time: 1454.34 ms
[2021-10-05 10:32:49 main:581] : INFO : Epoch 1716 | loss: 0.0310559 | val_loss: 0.0311056 | Time: 1464.2 ms
[2021-10-05 10:32:50 main:581] : INFO : Epoch 1717 | loss: 0.0310569 | val_loss: 0.0311012 | Time: 1488.64 ms
[2021-10-05 10:32:52 main:581] : INFO : Epoch 1718 | loss: 0.0310547 | val_loss: 0.0310983 | Time: 1507.02 ms
[2021-10-05 10:32:53 main:581] : INFO : Epoch 1719 | loss: 0.0310543 | val_loss: 0.0310956 | Time: 1531.46 ms
[2021-10-05 10:32:55 main:581] : INFO : Epoch 1720 | loss: 0.0310542 | val_loss: 0.0311006 | Time: 1461.79 ms
[2021-10-05 10:32:56 main:581] : INFO : Epoch 1721 | loss: 0.0310648 | val_loss: 0.0310906 | Time: 1483.56 ms
[2021-10-05 10:32:58 main:581] : INFO : Epoch 1722 | loss: 0.0310633 | val_loss: 0.0310896 | Time: 1524.21 ms
[2021-10-05 10:32:59 main:581] : INFO : Epoch 1723 | loss: 0.0310712 | val_loss: 0.0310957 | Time: 1460.62 ms
[2021-10-05 10:33:01 main:581] : INFO : Epoch 1724 | loss: 0.0310692 | val_loss: 0.0310893 | Time: 1454.24 ms
[2021-10-05 10:33:02 main:581] : INFO : Epoch 1725 | loss: 0.0310691 | val_loss: 0.0311062 | Time: 1454.62 ms
[2021-10-05 10:33:04 main:581] : INFO : Epoch 1726 | loss: 0.0310952 | val_loss: 0.0311011 | Time: 1446.86 ms
[2021-10-05 10:33:05 main:581] : INFO : Epoch 1727 | loss: 0.0310848 | val_loss: 0.0310924 | Time: 1476.83 ms
[2021-10-05 10:33:07 main:581] : INFO : Epoch 1728 | loss: 0.0310781 | val_loss: 0.0310887 | Time: 1599.35 ms
[2021-10-05 10:33:08 main:581] : INFO : Epoch 1729 | loss: 0.0310719 | val_loss: 0.0310977 | Time: 1461.36 ms
[2021-10-05 10:33:10 main:581] : INFO : Epoch 1730 | loss: 0.0310705 | val_loss: 0.031091 | Time: 1451.06 ms
[2021-10-05 10:33:11 main:581] : INFO : Epoch 1731 | loss: 0.0310679 | val_loss: 0.0310981 | Time: 1455.53 ms
[2021-10-05 10:33:12 main:581] : INFO : Epoch 1732 | loss: 0.0310634 | val_loss: 0.0310914 | Time: 1480.59 ms
[2021-10-05 10:33:14 main:581] : INFO : Epoch 1733 | loss: 0.0310605 | val_loss: 0.0310988 | Time: 1477.96 ms
[2021-10-05 10:33:15 main:581] : INFO : Epoch 1734 | loss: 0.0310693 | val_loss: 0.0310928 | Time: 1465.76 ms
[2021-10-05 10:33:17 main:581] : INFO : Epoch 1735 | loss: 0.0310641 | val_loss: 0.0310924 | Time: 1485.56 ms
[2021-10-05 10:33:18 main:581] : INFO : Epoch 1736 | loss: 0.0310641 | val_loss: 0.0310918 | Time: 1480.06 ms
[2021-10-05 10:33:20 main:581] : INFO : Epoch 1737 | loss: 0.0310646 | val_loss: 0.0310972 | Time: 1461.75 ms
[2021-10-05 10:33:21 main:581] : INFO : Epoch 1738 | loss: 0.0310645 | val_loss: 0.03109 | Time: 1455.48 ms
[2021-10-05 10:33:23 main:581] : INFO : Epoch 1739 | loss: 0.0310623 | val_loss: 0.0310874 | Time: 1456.1 ms
[2021-10-05 10:33:24 main:581] : INFO : Epoch 1740 | loss: 0.03106 | val_loss: 0.0310938 | Time: 1456.15 ms
[2021-10-05 10:33:26 main:581] : INFO : Epoch 1741 | loss: 0.0310602 | val_loss: 0.0310918 | Time: 1458.07 ms
[2021-10-05 10:33:27 main:581] : INFO : Epoch 1742 | loss: 0.0310627 | val_loss: 0.0310897 | Time: 1476.03 ms
[2021-10-05 10:33:29 main:581] : INFO : Epoch 1743 | loss: 0.0310603 | val_loss: 0.0310966 | Time: 1579.86 ms
[2021-10-05 10:33:30 main:581] : INFO : Epoch 1744 | loss: 0.03106 | val_loss: 0.0310939 | Time: 1493.14 ms
[2021-10-05 10:33:32 main:581] : INFO : Epoch 1745 | loss: 0.0310592 | val_loss: 0.0310947 | Time: 1458.57 ms
[2021-10-05 10:33:33 main:581] : INFO : Epoch 1746 | loss: 0.0310627 | val_loss: 0.0310979 | Time: 1460.86 ms
[2021-10-05 10:33:35 main:581] : INFO : Epoch 1747 | loss: 0.0310636 | val_loss: 0.0310986 | Time: 1458.76 ms
[2021-10-05 10:33:36 main:581] : INFO : Epoch 1748 | loss: 0.0310666 | val_loss: 0.0310955 | Time: 1455.26 ms
[2021-10-05 10:33:38 main:581] : INFO : Epoch 1749 | loss: 0.0310593 | val_loss: 0.0310955 | Time: 1462.2 ms
[2021-10-05 10:33:39 main:581] : INFO : Epoch 1750 | loss: 0.0310617 | val_loss: 0.031091 | Time: 1471.76 ms
[2021-10-05 10:33:40 main:581] : INFO : Epoch 1751 | loss: 0.0310629 | val_loss: 0.0310989 | Time: 1459.76 ms
[2021-10-05 10:33:42 main:581] : INFO : Epoch 1752 | loss: 0.0310599 | val_loss: 0.0310957 | Time: 1460.47 ms
[2021-10-05 10:33:43 main:581] : INFO : Epoch 1753 | loss: 0.0310549 | val_loss: 0.031097 | Time: 1459.76 ms
[2021-10-05 10:33:45 main:581] : INFO : Epoch 1754 | loss: 0.0310553 | val_loss: 0.0310948 | Time: 1457.58 ms
[2021-10-05 10:33:46 main:581] : INFO : Epoch 1755 | loss: 0.0310582 | val_loss: 0.0311008 | Time: 1467.46 ms
[2021-10-05 10:33:48 main:581] : INFO : Epoch 1756 | loss: 0.0310568 | val_loss: 0.0311007 | Time: 1557.4 ms
[2021-10-05 10:33:49 main:581] : INFO : Epoch 1757 | loss: 0.0310565 | val_loss: 0.0310935 | Time: 1513.91 ms
[2021-10-05 10:33:51 main:581] : INFO : Epoch 1758 | loss: 0.0310545 | val_loss: 0.0310968 | Time: 1522.02 ms
[2021-10-05 10:33:52 main:581] : INFO : Epoch 1759 | loss: 0.0310538 | val_loss: 0.0310913 | Time: 1536.78 ms
[2021-10-05 10:33:54 main:581] : INFO : Epoch 1760 | loss: 0.0310529 | val_loss: 0.0310946 | Time: 1545.16 ms
[2021-10-05 10:33:55 main:581] : INFO : Epoch 1761 | loss: 0.0310519 | val_loss: 0.0310935 | Time: 1514.52 ms
[2021-10-05 10:33:57 main:581] : INFO : Epoch 1762 | loss: 0.031055 | val_loss: 0.0310936 | Time: 1459.87 ms
[2021-10-05 10:33:58 main:581] : INFO : Epoch 1763 | loss: 0.0310562 | val_loss: 0.0311086 | Time: 1519.67 ms
[2021-10-05 10:34:00 main:581] : INFO : Epoch 1764 | loss: 0.0310593 | val_loss: 0.0310936 | Time: 1461.73 ms
[2021-10-05 10:34:01 main:581] : INFO : Epoch 1765 | loss: 0.0310569 | val_loss: 0.0311025 | Time: 1443.82 ms
[2021-10-05 10:34:03 main:581] : INFO : Epoch 1766 | loss: 0.0310528 | val_loss: 0.0310911 | Time: 1437.43 ms
[2021-10-05 10:34:04 main:581] : INFO : Epoch 1767 | loss: 0.0310538 | val_loss: 0.0310949 | Time: 1466.23 ms
[2021-10-05 10:34:06 main:581] : INFO : Epoch 1768 | loss: 0.0310555 | val_loss: 0.0310908 | Time: 1456.83 ms
[2021-10-05 10:34:07 main:581] : INFO : Epoch 1769 | loss: 0.0310541 | val_loss: 0.0310979 | Time: 1453.81 ms
[2021-10-05 10:34:09 main:581] : INFO : Epoch 1770 | loss: 0.0310626 | val_loss: 0.0310975 | Time: 1434.61 ms
[2021-10-05 10:34:10 main:581] : INFO : Epoch 1771 | loss: 0.0310613 | val_loss: 0.0310948 | Time: 1450.97 ms
[2021-10-05 10:34:12 main:581] : INFO : Epoch 1772 | loss: 0.0310562 | val_loss: 0.0310965 | Time: 1476.17 ms
[2021-10-05 10:34:13 main:581] : INFO : Epoch 1773 | loss: 0.0310564 | val_loss: 0.0310979 | Time: 1473.69 ms
[2021-10-05 10:34:15 main:581] : INFO : Epoch 1774 | loss: 0.0310608 | val_loss: 0.0310904 | Time: 1571.68 ms
[2021-10-05 10:34:16 main:581] : INFO : Epoch 1775 | loss: 0.0310579 | val_loss: 0.0310965 | Time: 1570.58 ms
[2021-10-05 10:34:18 main:581] : INFO : Epoch 1776 | loss: 0.031057 | val_loss: 0.0310924 | Time: 1534.89 ms
[2021-10-05 10:34:19 main:581] : INFO : Epoch 1777 | loss: 0.0310547 | val_loss: 0.0310903 | Time: 1467.31 ms
[2021-10-05 10:34:21 main:581] : INFO : Epoch 1778 | loss: 0.0310543 | val_loss: 0.0310978 | Time: 1461.85 ms
[2021-10-05 10:34:22 main:581] : INFO : Epoch 1779 | loss: 0.0310556 | val_loss: 0.0311021 | Time: 1456.18 ms
[2021-10-05 10:34:24 main:581] : INFO : Epoch 1780 | loss: 0.0310587 | val_loss: 0.0311036 | Time: 1431.12 ms
[2021-10-05 10:34:25 main:581] : INFO : Epoch 1781 | loss: 0.0310557 | val_loss: 0.0310986 | Time: 1439.96 ms
[2021-10-05 10:34:26 main:581] : INFO : Epoch 1782 | loss: 0.0310526 | val_loss: 0.0310967 | Time: 1500.84 ms
[2021-10-05 10:34:28 main:581] : INFO : Epoch 1783 | loss: 0.031058 | val_loss: 0.031095 | Time: 1449.37 ms
[2021-10-05 10:34:29 main:581] : INFO : Epoch 1784 | loss: 0.0310571 | val_loss: 0.0310995 | Time: 1439.66 ms
[2021-10-05 10:34:31 main:581] : INFO : Epoch 1785 | loss: 0.0310535 | val_loss: 0.0310921 | Time: 1447.44 ms
[2021-10-05 10:34:32 main:581] : INFO : Epoch 1786 | loss: 0.0310542 | val_loss: 0.0310976 | Time: 1527.97 ms
[2021-10-05 10:34:34 main:581] : INFO : Epoch 1787 | loss: 0.031056 | val_loss: 0.0310942 | Time: 1455.55 ms
[2021-10-05 10:34:35 main:581] : INFO : Epoch 1788 | loss: 0.0310561 | val_loss: 0.031091 | Time: 1449.81 ms
[2021-10-05 10:34:37 main:581] : INFO : Epoch 1789 | loss: 0.0310559 | val_loss: 0.0310995 | Time: 1450.97 ms
[2021-10-05 10:34:38 main:581] : INFO : Epoch 1790 | loss: 0.0310626 | val_loss: 0.0310934 | Time: 1445.15 ms
[2021-10-05 10:34:40 main:581] : INFO : Epoch 1791 | loss: 0.0310656 | val_loss: 0.0311118 | Time: 1534.24 ms
[2021-10-05 10:34:41 main:581] : INFO : Epoch 1792 | loss: 0.0310617 | val_loss: 0.0310951 | Time: 1527.12 ms
[2021-10-05 10:34:43 main:581] : INFO : Epoch 1793 | loss: 0.0310582 | val_loss: 0.0310942 | Time: 1483.32 ms
[2021-10-05 10:34:44 main:581] : INFO : Epoch 1794 | loss: 0.0310573 | val_loss: 0.0310914 | Time: 1463.18 ms
[2021-10-05 10:34:46 main:581] : INFO : Epoch 1795 | loss: 0.031054 | val_loss: 0.0310925 | Time: 1538.62 ms
[2021-10-05 10:34:47 main:581] : INFO : Epoch 1796 | loss: 0.0310583 | val_loss: 0.0310956 | Time: 1537.21 ms
[2021-10-05 10:34:49 main:581] : INFO : Epoch 1797 | loss: 0.0310601 | val_loss: 0.0310925 | Time: 1572.74 ms
[2021-10-05 10:34:50 main:581] : INFO : Epoch 1798 | loss: 0.0310521 | val_loss: 0.0310925 | Time: 1555.16 ms
[2021-10-05 10:34:52 main:581] : INFO : Epoch 1799 | loss: 0.0310518 | val_loss: 0.0310911 | Time: 1469.45 ms
[2021-10-05 10:34:53 main:581] : INFO : Epoch 1800 | loss: 0.0310549 | val_loss: 0.0310906 | Time: 1445.41 ms
[2021-10-05 10:34:55 main:581] : INFO : Epoch 1801 | loss: 0.0310663 | val_loss: 0.0310937 | Time: 1470.82 ms
[2021-10-05 10:34:56 main:581] : INFO : Epoch 1802 | loss: 0.0310631 | val_loss: 0.0310854 | Time: 1443.18 ms
[2021-10-05 10:34:58 main:581] : INFO : Epoch 1803 | loss: 0.0310608 | val_loss: 0.0310897 | Time: 1455.18 ms
[2021-10-05 10:34:59 main:581] : INFO : Epoch 1804 | loss: 0.031058 | val_loss: 0.0310888 | Time: 1441.94 ms
[2021-10-05 10:35:01 main:581] : INFO : Epoch 1805 | loss: 0.0310578 | val_loss: 0.0310928 | Time: 1440.77 ms
[2021-10-05 10:35:02 main:581] : INFO : Epoch 1806 | loss: 0.0310531 | val_loss: 0.0310892 | Time: 1501.73 ms
[2021-10-05 10:35:03 main:581] : INFO : Epoch 1807 | loss: 0.0310535 | val_loss: 0.0310885 | Time: 1479.46 ms
[2021-10-05 10:35:05 main:581] : INFO : Epoch 1808 | loss: 0.0310553 | val_loss: 0.031091 | Time: 1451.38 ms
[2021-10-05 10:35:06 main:581] : INFO : Epoch 1809 | loss: 0.0310549 | val_loss: 0.0310958 | Time: 1430.09 ms
[2021-10-05 10:35:08 main:581] : INFO : Epoch 1810 | loss: 0.0310533 | val_loss: 0.0310915 | Time: 1481.75 ms
[2021-10-05 10:35:09 main:581] : INFO : Epoch 1811 | loss: 0.0310497 | val_loss: 0.0310902 | Time: 1456.33 ms
[2021-10-05 10:35:11 main:581] : INFO : Epoch 1812 | loss: 0.0310557 | val_loss: 0.0311049 | Time: 1458.94 ms
[2021-10-05 10:35:12 main:581] : INFO : Epoch 1813 | loss: 0.0310593 | val_loss: 0.0310857 | Time: 1472.3 ms
[2021-10-05 10:35:14 main:581] : INFO : Epoch 1814 | loss: 0.0310574 | val_loss: 0.0310914 | Time: 1481.15 ms
[2021-10-05 10:35:15 main:581] : INFO : Epoch 1815 | loss: 0.0310557 | val_loss: 0.0310913 | Time: 1469.62 ms
[2021-10-05 10:35:17 main:581] : INFO : Epoch 1816 | loss: 0.0310609 | val_loss: 0.0310972 | Time: 1491.52 ms
[2021-10-05 10:35:18 main:581] : INFO : Epoch 1817 | loss: 0.0310599 | val_loss: 0.0310868 | Time: 1489.31 ms
[2021-10-05 10:35:20 main:581] : INFO : Epoch 1818 | loss: 0.031052 | val_loss: 0.0310928 | Time: 1465.24 ms
[2021-10-05 10:35:21 main:581] : INFO : Epoch 1819 | loss: 0.0310537 | val_loss: 0.0310953 | Time: 1500.69 ms
[2021-10-05 10:35:23 main:581] : INFO : Epoch 1820 | loss: 0.0310565 | val_loss: 0.0310965 | Time: 1472.68 ms
[2021-10-05 10:35:24 main:581] : INFO : Epoch 1821 | loss: 0.0310549 | val_loss: 0.0310923 | Time: 1447.98 ms
[2021-10-05 10:35:26 main:581] : INFO : Epoch 1822 | loss: 0.0310582 | val_loss: 0.0310927 | Time: 1464.82 ms
[2021-10-05 10:35:27 main:581] : INFO : Epoch 1823 | loss: 0.0310552 | val_loss: 0.0310918 | Time: 1456.13 ms
[2021-10-05 10:35:28 main:581] : INFO : Epoch 1824 | loss: 0.0310572 | val_loss: 0.0310903 | Time: 1455.47 ms
[2021-10-05 10:35:30 main:581] : INFO : Epoch 1825 | loss: 0.0310564 | val_loss: 0.0311062 | Time: 1457.43 ms
[2021-10-05 10:35:31 main:581] : INFO : Epoch 1826 | loss: 0.031055 | val_loss: 0.0310881 | Time: 1466.33 ms
[2021-10-05 10:35:33 main:581] : INFO : Epoch 1827 | loss: 0.0310543 | val_loss: 0.0310876 | Time: 1438.99 ms
[2021-10-05 10:35:34 main:581] : INFO : Epoch 1828 | loss: 0.0310532 | val_loss: 0.0310945 | Time: 1483.78 ms
[2021-10-05 10:35:36 main:581] : INFO : Epoch 1829 | loss: 0.0310577 | val_loss: 0.0310977 | Time: 1486.13 ms
[2021-10-05 10:35:37 main:581] : INFO : Epoch 1830 | loss: 0.0310527 | val_loss: 0.0310954 | Time: 1469.2 ms
[2021-10-05 10:35:39 main:581] : INFO : Epoch 1831 | loss: 0.0310555 | val_loss: 0.0310913 | Time: 1454.95 ms
[2021-10-05 10:35:40 main:581] : INFO : Epoch 1832 | loss: 0.0310516 | val_loss: 0.031103 | Time: 1429.7 ms
[2021-10-05 10:35:42 main:581] : INFO : Epoch 1833 | loss: 0.0310519 | val_loss: 0.0310923 | Time: 1509.57 ms
[2021-10-05 10:35:43 main:581] : INFO : Epoch 1834 | loss: 0.0310497 | val_loss: 0.031095 | Time: 1496.77 ms
[2021-10-05 10:35:45 main:581] : INFO : Epoch 1835 | loss: 0.031051 | val_loss: 0.0310954 | Time: 1494.76 ms
[2021-10-05 10:35:46 main:581] : INFO : Epoch 1836 | loss: 0.0310498 | val_loss: 0.0310905 | Time: 1542.63 ms
[2021-10-05 10:35:48 main:581] : INFO : Epoch 1837 | loss: 0.0310491 | val_loss: 0.0310934 | Time: 1550.27 ms
[2021-10-05 10:35:49 main:581] : INFO : Epoch 1838 | loss: 0.0310527 | val_loss: 0.0310937 | Time: 1457.06 ms
[2021-10-05 10:35:51 main:581] : INFO : Epoch 1839 | loss: 0.0310502 | val_loss: 0.0310979 | Time: 1437.41 ms
[2021-10-05 10:35:52 main:581] : INFO : Epoch 1840 | loss: 0.0310461 | val_loss: 0.0310983 | Time: 1480.16 ms
[2021-10-05 10:35:54 main:581] : INFO : Epoch 1841 | loss: 0.0310471 | val_loss: 0.0310879 | Time: 1463.47 ms
[2021-10-05 10:35:55 main:581] : INFO : Epoch 1842 | loss: 0.031054 | val_loss: 0.0310944 | Time: 1437.14 ms
[2021-10-05 10:35:56 main:581] : INFO : Epoch 1843 | loss: 0.0310494 | val_loss: 0.0310935 | Time: 1434.58 ms
[2021-10-05 10:35:58 main:581] : INFO : Epoch 1844 | loss: 0.031049 | val_loss: 0.0310909 | Time: 1476.94 ms
[2021-10-05 10:35:59 main:581] : INFO : Epoch 1845 | loss: 0.0310497 | val_loss: 0.0310929 | Time: 1518.23 ms
[2021-10-05 10:36:01 main:581] : INFO : Epoch 1846 | loss: 0.0310493 | val_loss: 0.0310978 | Time: 1503.71 ms
[2021-10-05 10:36:02 main:581] : INFO : Epoch 1847 | loss: 0.0310511 | val_loss: 0.0310951 | Time: 1468.37 ms
[2021-10-05 10:36:04 main:581] : INFO : Epoch 1848 | loss: 0.0310529 | val_loss: 0.0310933 | Time: 1448.42 ms
[2021-10-05 10:36:05 main:581] : INFO : Epoch 1849 | loss: 0.0310507 | val_loss: 0.0310956 | Time: 1441.89 ms
[2021-10-05 10:36:07 main:581] : INFO : Epoch 1850 | loss: 0.0310504 | val_loss: 0.0310951 | Time: 1432 ms
[2021-10-05 10:36:08 main:581] : INFO : Epoch 1851 | loss: 0.0310631 | val_loss: 0.0311064 | Time: 1524.22 ms
[2021-10-05 10:36:10 main:581] : INFO : Epoch 1852 | loss: 0.0310648 | val_loss: 0.0311062 | Time: 1472.71 ms
[2021-10-05 10:36:11 main:581] : INFO : Epoch 1853 | loss: 0.0310602 | val_loss: 0.0310928 | Time: 1460.78 ms
[2021-10-05 10:36:13 main:581] : INFO : Epoch 1854 | loss: 0.0310569 | val_loss: 0.0310921 | Time: 1493.3 ms
[2021-10-05 10:36:14 main:581] : INFO : Epoch 1855 | loss: 0.0310606 | val_loss: 0.0310901 | Time: 1456.59 ms
[2021-10-05 10:36:16 main:581] : INFO : Epoch 1856 | loss: 0.0310585 | val_loss: 0.0310937 | Time: 1458.37 ms
[2021-10-05 10:36:17 main:581] : INFO : Epoch 1857 | loss: 0.0310554 | val_loss: 0.0310976 | Time: 1457.22 ms
[2021-10-05 10:36:19 main:581] : INFO : Epoch 1858 | loss: 0.0310559 | val_loss: 0.0310889 | Time: 1452.63 ms
[2021-10-05 10:36:20 main:581] : INFO : Epoch 1859 | loss: 0.0310523 | val_loss: 0.0310933 | Time: 1473.81 ms
[2021-10-05 10:36:21 main:581] : INFO : Epoch 1860 | loss: 0.0310532 | val_loss: 0.0311013 | Time: 1461.6 ms
[2021-10-05 10:36:23 main:581] : INFO : Epoch 1861 | loss: 0.0310577 | val_loss: 0.0310945 | Time: 1455.21 ms
[2021-10-05 10:36:24 main:581] : INFO : Epoch 1862 | loss: 0.031059 | val_loss: 0.0310951 | Time: 1455.23 ms
[2021-10-05 10:36:26 main:581] : INFO : Epoch 1863 | loss: 0.0310621 | val_loss: 0.0311019 | Time: 1459.9 ms
[2021-10-05 10:36:27 main:581] : INFO : Epoch 1864 | loss: 0.0310609 | val_loss: 0.0310911 | Time: 1488.24 ms
[2021-10-05 10:36:29 main:581] : INFO : Epoch 1865 | loss: 0.0310554 | val_loss: 0.0310923 | Time: 1440.4 ms
[2021-10-05 10:36:30 main:581] : INFO : Epoch 1866 | loss: 0.0310576 | val_loss: 0.0310876 | Time: 1495.94 ms
[2021-10-05 10:36:32 main:581] : INFO : Epoch 1867 | loss: 0.0310572 | val_loss: 0.0310923 | Time: 1551.13 ms
[2021-10-05 10:36:33 main:581] : INFO : Epoch 1868 | loss: 0.031072 | val_loss: 0.0310864 | Time: 1472.1 ms
[2021-10-05 10:36:35 main:581] : INFO : Epoch 1869 | loss: 0.0310667 | val_loss: 0.0310871 | Time: 1479.43 ms
[2021-10-05 10:36:36 main:581] : INFO : Epoch 1870 | loss: 0.0310616 | val_loss: 0.0310883 | Time: 1471.72 ms
[2021-10-05 10:36:38 main:581] : INFO : Epoch 1871 | loss: 0.0310596 | val_loss: 0.0310886 | Time: 1459.88 ms
[2021-10-05 10:36:39 main:581] : INFO : Epoch 1872 | loss: 0.031059 | val_loss: 0.0310955 | Time: 1469.64 ms
[2021-10-05 10:36:41 main:581] : INFO : Epoch 1873 | loss: 0.0310596 | val_loss: 0.0310912 | Time: 1459.4 ms
[2021-10-05 10:36:42 main:581] : INFO : Epoch 1874 | loss: 0.0310568 | val_loss: 0.0310862 | Time: 1515.74 ms
[2021-10-05 10:36:44 main:581] : INFO : Epoch 1875 | loss: 0.0310561 | val_loss: 0.0310924 | Time: 1456.35 ms
[2021-10-05 10:36:45 main:581] : INFO : Epoch 1876 | loss: 0.0310549 | val_loss: 0.0310974 | Time: 1477.98 ms
[2021-10-05 10:36:47 main:581] : INFO : Epoch 1877 | loss: 0.0310531 | val_loss: 0.0310912 | Time: 1456.05 ms
[2021-10-05 10:36:48 main:581] : INFO : Epoch 1878 | loss: 0.0310537 | val_loss: 0.0310894 | Time: 1464.37 ms
[2021-10-05 10:36:49 main:581] : INFO : Epoch 1879 | loss: 0.0310509 | val_loss: 0.0310936 | Time: 1463.68 ms
[2021-10-05 10:36:51 main:581] : INFO : Epoch 1880 | loss: 0.0310729 | val_loss: 0.0310885 | Time: 1521.97 ms
[2021-10-05 10:36:52 main:581] : INFO : Epoch 1881 | loss: 0.0310658 | val_loss: 0.0310906 | Time: 1461.5 ms
[2021-10-05 10:36:54 main:581] : INFO : Epoch 1882 | loss: 0.0310633 | val_loss: 0.031087 | Time: 1452.83 ms
[2021-10-05 10:36:55 main:581] : INFO : Epoch 1883 | loss: 0.0310613 | val_loss: 0.0310858 | Time: 1448.28 ms
[2021-10-05 10:36:57 main:581] : INFO : Epoch 1884 | loss: 0.0310587 | val_loss: 0.031084 | Time: 1478.24 ms
[2021-10-05 10:36:58 main:581] : INFO : Epoch 1885 | loss: 0.0310598 | val_loss: 0.0310854 | Time: 1458.56 ms
[2021-10-05 10:37:00 main:581] : INFO : Epoch 1886 | loss: 0.0310589 | val_loss: 0.031096 | Time: 1491.94 ms
[2021-10-05 10:37:01 main:581] : INFO : Epoch 1887 | loss: 0.0310607 | val_loss: 0.0310886 | Time: 1473.8 ms
[2021-10-05 10:37:03 main:581] : INFO : Epoch 1888 | loss: 0.0310592 | val_loss: 0.0310892 | Time: 1434.42 ms
[2021-10-05 10:37:04 main:581] : INFO : Epoch 1889 | loss: 0.0310545 | val_loss: 0.0310913 | Time: 1515.3 ms
[2021-10-05 10:37:06 main:581] : INFO : Epoch 1890 | loss: 0.031059 | val_loss: 0.031092 | Time: 1496.47 ms
[2021-10-05 10:37:07 main:581] : INFO : Epoch 1891 | loss: 0.0310678 | val_loss: 0.0310928 | Time: 1464.55 ms
[2021-10-05 10:37:09 main:581] : INFO : Epoch 1892 | loss: 0.0310678 | val_loss: 0.0310849 | Time: 1521.76 ms
[2021-10-05 10:37:10 main:581] : INFO : Epoch 1893 | loss: 0.0310637 | val_loss: 0.0310914 | Time: 1548.23 ms
[2021-10-05 10:37:12 main:581] : INFO : Epoch 1894 | loss: 0.0310607 | val_loss: 0.0310876 | Time: 1578.53 ms
[2021-10-05 10:37:13 main:581] : INFO : Epoch 1895 | loss: 0.0310618 | val_loss: 0.0310893 | Time: 1501.83 ms
[2021-10-05 10:37:15 main:581] : INFO : Epoch 1896 | loss: 0.0310613 | val_loss: 0.0310846 | Time: 1454.11 ms
[2021-10-05 10:37:16 main:581] : INFO : Epoch 1897 | loss: 0.0310597 | val_loss: 0.031084 | Time: 1457.14 ms
[2021-10-05 10:37:18 main:581] : INFO : Epoch 1898 | loss: 0.031058 | val_loss: 0.0310844 | Time: 1469.99 ms
[2021-10-05 10:37:19 main:581] : INFO : Epoch 1899 | loss: 0.0310557 | val_loss: 0.0310818 | Time: 1501.86 ms
[2021-10-05 10:37:21 main:581] : INFO : Epoch 1900 | loss: 0.0310559 | val_loss: 0.0310822 | Time: 1440.94 ms
[2021-10-05 10:37:22 main:581] : INFO : Epoch 1901 | loss: 0.0310543 | val_loss: 0.0310848 | Time: 1436.18 ms
[2021-10-05 10:37:24 main:581] : INFO : Epoch 1902 | loss: 0.0310534 | val_loss: 0.031089 | Time: 1542.03 ms
[2021-10-05 10:37:25 main:581] : INFO : Epoch 1903 | loss: 0.031059 | val_loss: 0.0310851 | Time: 1446.88 ms
[2021-10-05 10:37:27 main:581] : INFO : Epoch 1904 | loss: 0.031059 | val_loss: 0.0310841 | Time: 1470.48 ms
[2021-10-05 10:37:28 main:581] : INFO : Epoch 1905 | loss: 0.03106 | val_loss: 0.0310995 | Time: 1494.38 ms
[2021-10-05 10:37:30 main:581] : INFO : Epoch 1906 | loss: 0.0310685 | val_loss: 0.0310897 | Time: 1499.74 ms
[2021-10-05 10:37:31 main:581] : INFO : Epoch 1907 | loss: 0.0310704 | val_loss: 0.0310919 | Time: 1568.69 ms
[2021-10-05 10:37:33 main:581] : INFO : Epoch 1908 | loss: 0.0310645 | val_loss: 0.0310874 | Time: 1599.41 ms
[2021-10-05 10:37:34 main:581] : INFO : Epoch 1909 | loss: 0.0310624 | val_loss: 0.0310844 | Time: 1501.07 ms
[2021-10-05 10:37:36 main:581] : INFO : Epoch 1910 | loss: 0.0310608 | val_loss: 0.0310838 | Time: 1457.78 ms
[2021-10-05 10:37:37 main:581] : INFO : Epoch 1911 | loss: 0.0310602 | val_loss: 0.0310833 | Time: 1496.07 ms
[2021-10-05 10:37:39 main:581] : INFO : Epoch 1912 | loss: 0.0310581 | val_loss: 0.0310837 | Time: 1492.22 ms
[2021-10-05 10:37:40 main:581] : INFO : Epoch 1913 | loss: 0.0310601 | val_loss: 0.0310833 | Time: 1489.37 ms
[2021-10-05 10:37:42 main:581] : INFO : Epoch 1914 | loss: 0.031058 | val_loss: 0.0310832 | Time: 1482.2 ms
[2021-10-05 10:37:43 main:581] : INFO : Epoch 1915 | loss: 0.0310542 | val_loss: 0.0310824 | Time: 1480.47 ms
[2021-10-05 10:37:45 main:581] : INFO : Epoch 1916 | loss: 0.0310543 | val_loss: 0.0310815 | Time: 1454.4 ms
[2021-10-05 10:37:46 main:581] : INFO : Epoch 1917 | loss: 0.0310548 | val_loss: 0.031084 | Time: 1457.87 ms
[2021-10-05 10:37:47 main:581] : INFO : Epoch 1918 | loss: 0.0310552 | val_loss: 0.0310834 | Time: 1455.31 ms
[2021-10-05 10:37:49 main:581] : INFO : Epoch 1919 | loss: 0.0310543 | val_loss: 0.0310793 | Time: 1523.91 ms
[2021-10-05 10:37:51 main:581] : INFO : Epoch 1920 | loss: 0.0310563 | val_loss: 0.0310808 | Time: 1561.72 ms
[2021-10-05 10:37:52 main:581] : INFO : Epoch 1921 | loss: 0.0310579 | val_loss: 0.0310829 | Time: 1533.08 ms
[2021-10-05 10:37:54 main:581] : INFO : Epoch 1922 | loss: 0.0310561 | val_loss: 0.0310783 | Time: 1472.57 ms
[2021-10-05 10:37:55 main:581] : INFO : Epoch 1923 | loss: 0.0310522 | val_loss: 0.0310802 | Time: 1485.95 ms
[2021-10-05 10:37:57 main:581] : INFO : Epoch 1924 | loss: 0.0310527 | val_loss: 0.0310853 | Time: 1464.33 ms
[2021-10-05 10:37:58 main:581] : INFO : Epoch 1925 | loss: 0.0310548 | val_loss: 0.0310828 | Time: 1439.09 ms
[2021-10-05 10:37:59 main:581] : INFO : Epoch 1926 | loss: 0.0310532 | val_loss: 0.0310783 | Time: 1445.27 ms
[2021-10-05 10:38:01 main:581] : INFO : Epoch 1927 | loss: 0.0310538 | val_loss: 0.0310797 | Time: 1450.54 ms
[2021-10-05 10:38:02 main:581] : INFO : Epoch 1928 | loss: 0.0310523 | val_loss: 0.0310794 | Time: 1460.27 ms
[2021-10-05 10:38:04 main:581] : INFO : Epoch 1929 | loss: 0.0310521 | val_loss: 0.0310802 | Time: 1456.63 ms
[2021-10-05 10:38:05 main:581] : INFO : Epoch 1930 | loss: 0.0310529 | val_loss: 0.0310833 | Time: 1480.27 ms
[2021-10-05 10:38:07 main:581] : INFO : Epoch 1931 | loss: 0.0310508 | val_loss: 0.0310793 | Time: 1482.59 ms
[2021-10-05 10:38:08 main:581] : INFO : Epoch 1932 | loss: 0.0310498 | val_loss: 0.0310836 | Time: 1502.77 ms
[2021-10-05 10:38:10 main:581] : INFO : Epoch 1933 | loss: 0.0310528 | val_loss: 0.0310868 | Time: 1480.14 ms
[2021-10-05 10:38:11 main:581] : INFO : Epoch 1934 | loss: 0.0310503 | val_loss: 0.0310835 | Time: 1507.22 ms
[2021-10-05 10:38:13 main:581] : INFO : Epoch 1935 | loss: 0.0310504 | val_loss: 0.0310829 | Time: 1521.26 ms
[2021-10-05 10:38:14 main:581] : INFO : Epoch 1936 | loss: 0.0310512 | val_loss: 0.0310829 | Time: 1485.37 ms
[2021-10-05 10:38:16 main:581] : INFO : Epoch 1937 | loss: 0.0310508 | val_loss: 0.031081 | Time: 1457.11 ms
[2021-10-05 10:38:17 main:581] : INFO : Epoch 1938 | loss: 0.0310497 | val_loss: 0.0310824 | Time: 1459.67 ms
[2021-10-05 10:38:19 main:581] : INFO : Epoch 1939 | loss: 0.0310501 | val_loss: 0.0310829 | Time: 1464.22 ms
[2021-10-05 10:38:20 main:581] : INFO : Epoch 1940 | loss: 0.0310492 | val_loss: 0.0310864 | Time: 1529.92 ms
[2021-10-05 10:38:22 main:581] : INFO : Epoch 1941 | loss: 0.031065 | val_loss: 0.0310848 | Time: 1459.12 ms
[2021-10-05 10:38:23 main:581] : INFO : Epoch 1942 | loss: 0.0310679 | val_loss: 0.0310808 | Time: 1460.51 ms
[2021-10-05 10:38:25 main:581] : INFO : Epoch 1943 | loss: 0.0310608 | val_loss: 0.031085 | Time: 1464.04 ms
[2021-10-05 10:38:26 main:581] : INFO : Epoch 1944 | loss: 0.0310608 | val_loss: 0.0310834 | Time: 1531.64 ms
[2021-10-05 10:38:28 main:581] : INFO : Epoch 1945 | loss: 0.0310562 | val_loss: 0.03109 | Time: 1550.17 ms
[2021-10-05 10:38:29 main:581] : INFO : Epoch 1946 | loss: 0.0310575 | val_loss: 0.0310841 | Time: 1536.65 ms
[2021-10-05 10:38:31 main:581] : INFO : Epoch 1947 | loss: 0.0310541 | val_loss: 0.0310869 | Time: 1497.44 ms
[2021-10-05 10:38:32 main:581] : INFO : Epoch 1948 | loss: 0.0310538 | val_loss: 0.031084 | Time: 1460.21 ms
[2021-10-05 10:38:34 main:581] : INFO : Epoch 1949 | loss: 0.0310553 | val_loss: 0.0310835 | Time: 1481.44 ms
[2021-10-05 10:38:35 main:581] : INFO : Epoch 1950 | loss: 0.031052 | val_loss: 0.0310824 | Time: 1460.07 ms
[2021-10-05 10:38:37 main:581] : INFO : Epoch 1951 | loss: 0.0310569 | val_loss: 0.031087 | Time: 1469.39 ms
[2021-10-05 10:38:38 main:581] : INFO : Epoch 1952 | loss: 0.03106 | val_loss: 0.0310871 | Time: 1461.87 ms
[2021-10-05 10:38:39 main:581] : INFO : Epoch 1953 | loss: 0.0310594 | val_loss: 0.0310836 | Time: 1464.81 ms
[2021-10-05 10:38:41 main:581] : INFO : Epoch 1954 | loss: 0.0310568 | val_loss: 0.0310851 | Time: 1468.14 ms
[2021-10-05 10:38:42 main:581] : INFO : Epoch 1955 | loss: 0.0310629 | val_loss: 0.0310844 | Time: 1479.78 ms
[2021-10-05 10:38:44 main:581] : INFO : Epoch 1956 | loss: 0.031066 | val_loss: 0.0310921 | Time: 1453.45 ms
[2021-10-05 10:38:45 main:581] : INFO : Epoch 1957 | loss: 0.0310612 | val_loss: 0.0310862 | Time: 1450.97 ms
[2021-10-05 10:38:47 main:581] : INFO : Epoch 1958 | loss: 0.0310579 | val_loss: 0.0310828 | Time: 1476.2 ms
[2021-10-05 10:38:48 main:581] : INFO : Epoch 1959 | loss: 0.0310577 | val_loss: 0.0310884 | Time: 1460.53 ms
[2021-10-05 10:38:50 main:581] : INFO : Epoch 1960 | loss: 0.031055 | val_loss: 0.0310811 | Time: 1476.78 ms
[2021-10-05 10:38:51 main:581] : INFO : Epoch 1961 | loss: 0.0310561 | val_loss: 0.0310894 | Time: 1462.26 ms
[2021-10-05 10:38:53 main:581] : INFO : Epoch 1962 | loss: 0.0310574 | val_loss: 0.0310834 | Time: 1464.39 ms
[2021-10-05 10:38:54 main:581] : INFO : Epoch 1963 | loss: 0.0310551 | val_loss: 0.0310826 | Time: 1463.43 ms
[2021-10-05 10:38:56 main:581] : INFO : Epoch 1964 | loss: 0.0310529 | val_loss: 0.0310811 | Time: 1486.58 ms
[2021-10-05 10:38:57 main:581] : INFO : Epoch 1965 | loss: 0.0310535 | val_loss: 0.0310809 | Time: 1458.78 ms
[2021-10-05 10:38:58 main:581] : INFO : Epoch 1966 | loss: 0.0310541 | val_loss: 0.0310842 | Time: 1449.86 ms
[2021-10-05 10:39:00 main:581] : INFO : Epoch 1967 | loss: 0.0310596 | val_loss: 0.0310804 | Time: 1464.38 ms
[2021-10-05 10:39:01 main:581] : INFO : Epoch 1968 | loss: 0.0310562 | val_loss: 0.0310827 | Time: 1478.69 ms
[2021-10-05 10:39:03 main:581] : INFO : Epoch 1969 | loss: 0.031054 | val_loss: 0.031079 | Time: 1547.68 ms
[2021-10-05 10:39:04 main:581] : INFO : Epoch 1970 | loss: 0.0310546 | val_loss: 0.0310782 | Time: 1472.18 ms
[2021-10-05 10:39:06 main:581] : INFO : Epoch 1971 | loss: 0.0310498 | val_loss: 0.03108 | Time: 1457.86 ms
[2021-10-05 10:39:07 main:581] : INFO : Epoch 1972 | loss: 0.0310513 | val_loss: 0.0310797 | Time: 1450.61 ms
[2021-10-05 10:39:09 main:581] : INFO : Epoch 1973 | loss: 0.031051 | val_loss: 0.0310797 | Time: 1456.95 ms
[2021-10-05 10:39:10 main:581] : INFO : Epoch 1974 | loss: 0.0310509 | val_loss: 0.0310813 | Time: 1455.52 ms
[2021-10-05 10:39:12 main:581] : INFO : Epoch 1975 | loss: 0.0310508 | val_loss: 0.0310847 | Time: 1444.96 ms
[2021-10-05 10:39:13 main:581] : INFO : Epoch 1976 | loss: 0.0310504 | val_loss: 0.0310836 | Time: 1465.76 ms
[2021-10-05 10:39:15 main:581] : INFO : Epoch 1977 | loss: 0.0310544 | val_loss: 0.0310977 | Time: 1455.37 ms
[2021-10-05 10:39:16 main:581] : INFO : Epoch 1978 | loss: 0.0310566 | val_loss: 0.0310847 | Time: 1458.51 ms
[2021-10-05 10:39:18 main:581] : INFO : Epoch 1979 | loss: 0.0310542 | val_loss: 0.0310913 | Time: 1460.44 ms
[2021-10-05 10:39:19 main:581] : INFO : Epoch 1980 | loss: 0.0310576 | val_loss: 0.0310948 | Time: 1453.84 ms
[2021-10-05 10:39:20 main:581] : INFO : Epoch 1981 | loss: 0.031077 | val_loss: 0.0310887 | Time: 1445.37 ms
[2021-10-05 10:39:22 main:581] : INFO : Epoch 1982 | loss: 0.0310728 | val_loss: 0.0310816 | Time: 1450.62 ms
[2021-10-05 10:39:23 main:581] : INFO : Epoch 1983 | loss: 0.0310658 | val_loss: 0.0310823 | Time: 1474.56 ms
[2021-10-05 10:39:25 main:581] : INFO : Epoch 1984 | loss: 0.0310639 | val_loss: 0.0310823 | Time: 1490.25 ms
[2021-10-05 10:39:26 main:581] : INFO : Epoch 1985 | loss: 0.0310595 | val_loss: 0.0310839 | Time: 1530.52 ms
[2021-10-05 10:39:28 main:581] : INFO : Epoch 1986 | loss: 0.0310577 | val_loss: 0.0310827 | Time: 1531.29 ms
[2021-10-05 10:39:29 main:581] : INFO : Epoch 1987 | loss: 0.0310565 | val_loss: 0.0310846 | Time: 1492.46 ms
[2021-10-05 10:39:31 main:581] : INFO : Epoch 1988 | loss: 0.0310553 | val_loss: 0.0310812 | Time: 1459.5 ms
[2021-10-05 10:39:32 main:581] : INFO : Epoch 1989 | loss: 0.031057 | val_loss: 0.0310811 | Time: 1459.95 ms
[2021-10-05 10:39:34 main:581] : INFO : Epoch 1990 | loss: 0.0310585 | val_loss: 0.0310869 | Time: 1449 ms
[2021-10-05 10:39:35 main:581] : INFO : Epoch 1991 | loss: 0.031054 | val_loss: 0.0310812 | Time: 1431.81 ms
[2021-10-05 10:39:37 main:581] : INFO : Epoch 1992 | loss: 0.0310518 | val_loss: 0.0310842 | Time: 1509.47 ms
[2021-10-05 10:39:38 main:581] : INFO : Epoch 1993 | loss: 0.0310545 | val_loss: 0.0310907 | Time: 1500.72 ms
[2021-10-05 10:39:40 main:581] : INFO : Epoch 1994 | loss: 0.0310531 | val_loss: 0.0310849 | Time: 1471.8 ms
[2021-10-05 10:39:41 main:581] : INFO : Epoch 1995 | loss: 0.0310534 | val_loss: 0.0310817 | Time: 1459.4 ms
[2021-10-05 10:39:43 main:581] : INFO : Epoch 1996 | loss: 0.0310537 | val_loss: 0.031082 | Time: 1474.05 ms
[2021-10-05 10:39:44 main:581] : INFO : Epoch 1997 | loss: 0.0310496 | val_loss: 0.0310851 | Time: 1456.06 ms
[2021-10-05 10:39:46 main:581] : INFO : Epoch 1998 | loss: 0.0310509 | val_loss: 0.0310881 | Time: 1478.52 ms
[2021-10-05 10:39:47 main:581] : INFO : Epoch 1999 | loss: 0.0310519 | val_loss: 0.031087 | Time: 1455.29 ms
[2021-10-05 10:39:49 main:581] : INFO : Epoch 2000 | loss: 0.0310503 | val_loss: 0.0310842 | Time: 1504.05 ms
[2021-10-05 10:39:50 main:581] : INFO : Epoch 2001 | loss: 0.0310487 | val_loss: 0.0310851 | Time: 1453.92 ms
[2021-10-05 10:39:51 main:581] : INFO : Epoch 2002 | loss: 0.0310503 | val_loss: 0.0310888 | Time: 1455.96 ms
[2021-10-05 10:39:53 main:581] : INFO : Epoch 2003 | loss: 0.0310492 | val_loss: 0.0310876 | Time: 1463.34 ms
[2021-10-05 10:39:54 main:581] : INFO : Epoch 2004 | loss: 0.0310511 | val_loss: 0.0310832 | Time: 1527.84 ms
[2021-10-05 10:39:56 main:581] : INFO : Epoch 2005 | loss: 0.03105 | val_loss: 0.0310827 | Time: 1467.48 ms
[2021-10-05 10:39:57 main:581] : INFO : Epoch 2006 | loss: 0.031048 | val_loss: 0.0310818 | Time: 1441.99 ms
[2021-10-05 10:39:59 main:581] : INFO : Epoch 2007 | loss: 0.0310476 | val_loss: 0.0310848 | Time: 1463.27 ms
[2021-10-05 10:40:00 main:581] : INFO : Epoch 2008 | loss: 0.0310475 | val_loss: 0.0310844 | Time: 1478.36 ms
[2021-10-05 10:40:02 main:581] : INFO : Epoch 2009 | loss: 0.0310492 | val_loss: 0.0310861 | Time: 1462.7 ms
[2021-10-05 10:40:03 main:581] : INFO : Epoch 2010 | loss: 0.0310522 | val_loss: 0.0310836 | Time: 1463.14 ms
[2021-10-05 10:40:05 main:581] : INFO : Epoch 2011 | loss: 0.0310501 | val_loss: 0.0310852 | Time: 1465.67 ms
[2021-10-05 10:40:06 main:581] : INFO : Epoch 2012 | loss: 0.0310477 | val_loss: 0.0310861 | Time: 1471.79 ms
[2021-10-05 10:40:08 main:581] : INFO : Epoch 2013 | loss: 0.0310526 | val_loss: 0.0310899 | Time: 1474.37 ms
[2021-10-05 10:40:09 main:581] : INFO : Epoch 2014 | loss: 0.0310571 | val_loss: 0.031089 | Time: 1478.24 ms
[2021-10-05 10:40:11 main:581] : INFO : Epoch 2015 | loss: 0.0310522 | val_loss: 0.031085 | Time: 1574.62 ms
[2021-10-05 10:40:12 main:581] : INFO : Epoch 2016 | loss: 0.03105 | val_loss: 0.0310835 | Time: 1559.66 ms
[2021-10-05 10:40:14 main:581] : INFO : Epoch 2017 | loss: 0.0310481 | val_loss: 0.0310852 | Time: 1483.51 ms
[2021-10-05 10:40:15 main:581] : INFO : Epoch 2018 | loss: 0.0310471 | val_loss: 0.0310879 | Time: 1459.13 ms
[2021-10-05 10:40:17 main:581] : INFO : Epoch 2019 | loss: 0.0310499 | val_loss: 0.0310857 | Time: 1441.21 ms
[2021-10-05 10:40:18 main:581] : INFO : Epoch 2020 | loss: 0.0310466 | val_loss: 0.031084 | Time: 1461.36 ms
[2021-10-05 10:40:20 main:581] : INFO : Epoch 2021 | loss: 0.0310473 | val_loss: 0.0310827 | Time: 1499.53 ms
[2021-10-05 10:40:21 main:581] : INFO : Epoch 2022 | loss: 0.0310505 | val_loss: 0.0310965 | Time: 1474.25 ms
[2021-10-05 10:40:23 main:581] : INFO : Epoch 2023 | loss: 0.0310502 | val_loss: 0.0310842 | Time: 1485.36 ms
[2021-10-05 10:40:24 main:581] : INFO : Epoch 2024 | loss: 0.0310493 | val_loss: 0.0310843 | Time: 1473.36 ms
[2021-10-05 10:40:25 main:581] : INFO : Epoch 2025 | loss: 0.031049 | val_loss: 0.0310863 | Time: 1436.71 ms
[2021-10-05 10:40:27 main:581] : INFO : Epoch 2026 | loss: 0.0310526 | val_loss: 0.0310837 | Time: 1501.5 ms
[2021-10-05 10:40:28 main:581] : INFO : Epoch 2027 | loss: 0.0310507 | val_loss: 0.0310848 | Time: 1464.64 ms
[2021-10-05 10:40:30 main:581] : INFO : Epoch 2028 | loss: 0.031048 | val_loss: 0.0310897 | Time: 1436.32 ms
[2021-10-05 10:40:31 main:581] : INFO : Epoch 2029 | loss: 0.0310526 | val_loss: 0.0310835 | Time: 1448.32 ms
[2021-10-05 10:40:33 main:581] : INFO : Epoch 2030 | loss: 0.0310499 | val_loss: 0.0310828 | Time: 1457 ms
[2021-10-05 10:40:34 main:581] : INFO : Epoch 2031 | loss: 0.0310478 | val_loss: 0.0310807 | Time: 1476.78 ms
[2021-10-05 10:40:36 main:581] : INFO : Epoch 2032 | loss: 0.0310481 | val_loss: 0.0310837 | Time: 1469.46 ms
[2021-10-05 10:40:37 main:581] : INFO : Epoch 2033 | loss: 0.0310468 | val_loss: 0.0310884 | Time: 1513.04 ms
[2021-10-05 10:40:39 main:581] : INFO : Epoch 2034 | loss: 0.0310483 | val_loss: 0.0310849 | Time: 1467.26 ms
[2021-10-05 10:40:40 main:581] : INFO : Epoch 2035 | loss: 0.0310484 | val_loss: 0.0310853 | Time: 1553.91 ms
[2021-10-05 10:40:42 main:581] : INFO : Epoch 2036 | loss: 0.0310494 | val_loss: 0.0310871 | Time: 1501.67 ms
[2021-10-05 10:40:43 main:581] : INFO : Epoch 2037 | loss: 0.0310554 | val_loss: 0.0310827 | Time: 1528.31 ms
[2021-10-05 10:40:45 main:581] : INFO : Epoch 2038 | loss: 0.0310536 | val_loss: 0.0310815 | Time: 1464.73 ms
[2021-10-05 10:40:46 main:581] : INFO : Epoch 2039 | loss: 0.0310515 | val_loss: 0.0310813 | Time: 1464.27 ms
[2021-10-05 10:40:48 main:581] : INFO : Epoch 2040 | loss: 0.031049 | val_loss: 0.0310878 | Time: 1548.62 ms
[2021-10-05 10:40:49 main:581] : INFO : Epoch 2041 | loss: 0.031053 | val_loss: 0.0310808 | Time: 1647.63 ms
[2021-10-05 10:40:51 main:581] : INFO : Epoch 2042 | loss: 0.0310562 | val_loss: 0.0310802 | Time: 1459.81 ms
[2021-10-05 10:40:52 main:581] : INFO : Epoch 2043 | loss: 0.0310524 | val_loss: 0.0310851 | Time: 1457.96 ms
[2021-10-05 10:40:54 main:581] : INFO : Epoch 2044 | loss: 0.0310534 | val_loss: 0.0310911 | Time: 1456.64 ms
[2021-10-05 10:40:55 main:581] : INFO : Epoch 2045 | loss: 0.0310714 | val_loss: 0.0310834 | Time: 1453.46 ms
[2021-10-05 10:40:57 main:581] : INFO : Epoch 2046 | loss: 0.0310613 | val_loss: 0.0310826 | Time: 1455.6 ms
[2021-10-05 10:40:58 main:581] : INFO : Epoch 2047 | loss: 0.0310583 | val_loss: 0.0310821 | Time: 1455.18 ms
[2021-10-05 10:41:00 main:581] : INFO : Epoch 2048 | loss: 0.031057 | val_loss: 0.0310831 | Time: 1457.95 ms
[2021-10-05 10:41:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310831
[2021-10-05 10:41:00 main:610] : INFO : Saving end state to config to file
[2021-10-05 10:41:00 main:615] : INFO : Success, exiting..
10:41:00 (34206): 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)