Task 7615750
| Name | ParityModified-1631729069-3402-2_0 |
| Workunit | 5269968 |
| Created | 26 Sep 2021, 22:45:52 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 3:55:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 49 min 58 sec |
| CPU time | 49 min 56 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: 0.0311142 | val_loss: 0.0311566 | Time: 1442.72 ms
[2021-10-04 05:34:50 main:581] : INFO : Epoch 1539 | loss: 0.0311134 | val_loss: 0.0311582 | Time: 1447.62 ms
[2021-10-04 05:34:51 main:581] : INFO : Epoch 1540 | loss: 0.0311132 | val_loss: 0.0311624 | Time: 1447.43 ms
[2021-10-04 05:34:53 main:581] : INFO : Epoch 1541 | loss: 0.0311144 | val_loss: 0.03116 | Time: 1445.7 ms
[2021-10-04 05:34:54 main:581] : INFO : Epoch 1542 | loss: 0.031113 | val_loss: 0.0311593 | Time: 1446.17 ms
[2021-10-04 05:34:55 main:581] : INFO : Epoch 1543 | loss: 0.0311129 | val_loss: 0.0311609 | Time: 1444.51 ms
[2021-10-04 05:34:57 main:581] : INFO : Epoch 1544 | loss: 0.0311175 | val_loss: 0.0311594 | Time: 1451.59 ms
[2021-10-04 05:34:58 main:581] : INFO : Epoch 1545 | loss: 0.0311177 | val_loss: 0.0311628 | Time: 1450.1 ms
[2021-10-04 05:35:00 main:581] : INFO : Epoch 1546 | loss: 0.0311135 | val_loss: 0.0311603 | Time: 1467.54 ms
[2021-10-04 05:35:01 main:581] : INFO : Epoch 1547 | loss: 0.0311123 | val_loss: 0.0311567 | Time: 1461.55 ms
[2021-10-04 05:35:03 main:581] : INFO : Epoch 1548 | loss: 0.0311105 | val_loss: 0.0311553 | Time: 1452.98 ms
[2021-10-04 05:35:04 main:581] : INFO : Epoch 1549 | loss: 0.0311094 | val_loss: 0.031159 | Time: 1439.16 ms
[2021-10-04 05:35:06 main:581] : INFO : Epoch 1550 | loss: 0.0311095 | val_loss: 0.0311605 | Time: 1437.61 ms
[2021-10-04 05:35:07 main:581] : INFO : Epoch 1551 | loss: 0.0311076 | val_loss: 0.0311606 | Time: 1441.81 ms
[2021-10-04 05:35:08 main:581] : INFO : Epoch 1552 | loss: 0.0311107 | val_loss: 0.0311583 | Time: 1435.47 ms
[2021-10-04 05:35:10 main:581] : INFO : Epoch 1553 | loss: 0.0311081 | val_loss: 0.0311616 | Time: 1437.64 ms
[2021-10-04 05:35:11 main:581] : INFO : Epoch 1554 | loss: 0.0311075 | val_loss: 0.0311627 | Time: 1437.56 ms
[2021-10-04 05:35:13 main:581] : INFO : Epoch 1555 | loss: 0.0311062 | val_loss: 0.0311639 | Time: 1464.81 ms
[2021-10-04 05:35:14 main:581] : INFO : Epoch 1556 | loss: 0.0311047 | val_loss: 0.0311596 | Time: 1439.81 ms
[2021-10-04 05:35:16 main:581] : INFO : Epoch 1557 | loss: 0.0311032 | val_loss: 0.0311686 | Time: 1437.85 ms
[2021-10-04 05:35:17 main:581] : INFO : Epoch 1558 | loss: 0.031102 | val_loss: 0.0311638 | Time: 1441.32 ms
[2021-10-04 05:35:19 main:581] : INFO : Epoch 1559 | loss: 0.0311017 | val_loss: 0.031164 | Time: 1461.89 ms
[2021-10-04 05:35:20 main:581] : INFO : Epoch 1560 | loss: 0.0310995 | val_loss: 0.0311668 | Time: 1438.5 ms
[2021-10-04 05:35:21 main:581] : INFO : Epoch 1561 | loss: 0.0310997 | val_loss: 0.0311612 | Time: 1440.86 ms
[2021-10-04 05:35:23 main:581] : INFO : Epoch 1562 | loss: 0.0311034 | val_loss: 0.0311607 | Time: 1441.09 ms
[2021-10-04 05:35:24 main:581] : INFO : Epoch 1563 | loss: 0.0311052 | val_loss: 0.0311633 | Time: 1440.05 ms
[2021-10-04 05:35:26 main:581] : INFO : Epoch 1564 | loss: 0.0311041 | val_loss: 0.0311649 | Time: 1440.76 ms
[2021-10-04 05:35:27 main:581] : INFO : Epoch 1565 | loss: 0.0311048 | val_loss: 0.0311586 | Time: 1438.93 ms
[2021-10-04 05:35:29 main:581] : INFO : Epoch 1566 | loss: 0.0311049 | val_loss: 0.0311605 | Time: 1438.59 ms
[2021-10-04 05:35:30 main:581] : INFO : Epoch 1567 | loss: 0.0311055 | val_loss: 0.0311628 | Time: 1442.34 ms
[2021-10-04 05:35:32 main:581] : INFO : Epoch 1568 | loss: 0.031104 | val_loss: 0.0311566 | Time: 1445.9 ms
[2021-10-04 05:35:33 main:581] : INFO : Epoch 1569 | loss: 0.0311039 | val_loss: 0.0311602 | Time: 1440.97 ms
[2021-10-04 05:35:34 main:581] : INFO : Epoch 1570 | loss: 0.0311045 | val_loss: 0.0311643 | Time: 1442.28 ms
[2021-10-04 05:35:36 main:581] : INFO : Epoch 1571 | loss: 0.0311019 | val_loss: 0.0311581 | Time: 1439.98 ms
[2021-10-04 05:35:37 main:581] : INFO : Epoch 1572 | loss: 0.0311053 | val_loss: 0.0311704 | Time: 1441.97 ms
[2021-10-04 05:35:39 main:581] : INFO : Epoch 1573 | loss: 0.0311042 | val_loss: 0.0311653 | Time: 1444.25 ms
[2021-10-04 05:35:40 main:581] : INFO : Epoch 1574 | loss: 0.0311046 | val_loss: 0.031164 | Time: 1442.38 ms
[2021-10-04 05:35:42 main:581] : INFO : Epoch 1575 | loss: 0.0311043 | val_loss: 0.0311649 | Time: 1446.4 ms
[2021-10-04 05:35:43 main:581] : INFO : Epoch 1576 | loss: 0.0311093 | val_loss: 0.0311631 | Time: 1440.8 ms
[2021-10-04 05:35:45 main:581] : INFO : Epoch 1577 | loss: 0.0311061 | val_loss: 0.0311677 | Time: 1442.22 ms
[2021-10-04 05:35:46 main:581] : INFO : Epoch 1578 | loss: 0.0311069 | val_loss: 0.0311616 | Time: 1447.17 ms
[2021-10-04 05:35:47 main:581] : INFO : Epoch 1579 | loss: 0.0311035 | val_loss: 0.0311663 | Time: 1441.98 ms
[2021-10-04 05:35:49 main:581] : INFO : Epoch 1580 | loss: 0.0311041 | val_loss: 0.0311553 | Time: 1442.3 ms
[2021-10-04 05:35:50 main:581] : INFO : Epoch 1581 | loss: 0.0311056 | val_loss: 0.0311663 | Time: 1447.48 ms
[2021-10-04 05:35:52 main:581] : INFO : Epoch 1582 | loss: 0.031107 | val_loss: 0.0311609 | Time: 1445.64 ms
[2021-10-04 05:35:53 main:581] : INFO : Epoch 1583 | loss: 0.0311039 | val_loss: 0.0311607 | Time: 1442.82 ms
[2021-10-04 05:35:55 main:581] : INFO : Epoch 1584 | loss: 0.0311035 | val_loss: 0.0311698 | Time: 1444.06 ms
[2021-10-04 05:35:56 main:581] : INFO : Epoch 1585 | loss: 0.031102 | val_loss: 0.0311639 | Time: 1440.57 ms
[2021-10-04 05:35:58 main:581] : INFO : Epoch 1586 | loss: 0.0311014 | val_loss: 0.0311597 | Time: 1443.27 ms
[2021-10-04 05:35:59 main:581] : INFO : Epoch 1587 | loss: 0.0311025 | val_loss: 0.0311604 | Time: 1442.38 ms
[2021-10-04 05:36:00 main:581] : INFO : Epoch 1588 | loss: 0.0311049 | val_loss: 0.0311578 | Time: 1437.74 ms
[2021-10-04 05:36:02 main:581] : INFO : Epoch 1589 | loss: 0.0311002 | val_loss: 0.0311579 | Time: 1443.72 ms
[2021-10-04 05:36:03 main:581] : INFO : Epoch 1590 | loss: 0.0310985 | val_loss: 0.0311656 | Time: 1447.94 ms
[2021-10-04 05:36:05 main:581] : INFO : Epoch 1591 | loss: 0.0311003 | val_loss: 0.03116 | Time: 1446.12 ms
[2021-10-04 05:36:06 main:581] : INFO : Epoch 1592 | loss: 0.0311031 | val_loss: 0.0311635 | Time: 1447.27 ms
[2021-10-04 05:36:08 main:581] : INFO : Epoch 1593 | loss: 0.0311052 | val_loss: 0.0311619 | Time: 1435.88 ms
[2021-10-04 05:36:09 main:581] : INFO : Epoch 1594 | loss: 0.0311169 | val_loss: 0.0311541 | Time: 1442.86 ms
[2021-10-04 05:36:11 main:581] : INFO : Epoch 1595 | loss: 0.0311153 | val_loss: 0.0311581 | Time: 1437.37 ms
[2021-10-04 05:36:12 main:581] : INFO : Epoch 1596 | loss: 0.0311236 | val_loss: 0.0311516 | Time: 1460.37 ms
[2021-10-04 05:36:13 main:581] : INFO : Epoch 1597 | loss: 0.0311165 | val_loss: 0.0311521 | Time: 1442.58 ms
[2021-10-04 05:36:15 main:581] : INFO : Epoch 1598 | loss: 0.0311207 | val_loss: 0.0311606 | Time: 1467 ms
[2021-10-04 05:36:16 main:581] : INFO : Epoch 1599 | loss: 0.0311142 | val_loss: 0.0311523 | Time: 1440.19 ms
[2021-10-04 05:36:18 main:581] : INFO : Epoch 1600 | loss: 0.0311116 | val_loss: 0.0311652 | Time: 1445.72 ms
[2021-10-04 05:36:19 main:581] : INFO : Epoch 1601 | loss: 0.0311101 | val_loss: 0.0311584 | Time: 1443.6 ms
[2021-10-04 05:36:21 main:581] : INFO : Epoch 1602 | loss: 0.0311075 | val_loss: 0.0311575 | Time: 1447.71 ms
[2021-10-04 05:36:22 main:581] : INFO : Epoch 1603 | loss: 0.0311099 | val_loss: 0.0311592 | Time: 1446.2 ms
[2021-10-04 05:36:24 main:581] : INFO : Epoch 1604 | loss: 0.0311085 | val_loss: 0.0311578 | Time: 1446.31 ms
[2021-10-04 05:36:25 main:581] : INFO : Epoch 1605 | loss: 0.0311069 | val_loss: 0.0311571 | Time: 1444.04 ms
[2021-10-04 05:36:26 main:581] : INFO : Epoch 1606 | loss: 0.0311089 | val_loss: 0.0311624 | Time: 1446.53 ms
[2021-10-04 05:36:28 main:581] : INFO : Epoch 1607 | loss: 0.0311064 | val_loss: 0.0311567 | Time: 1461.37 ms
[2021-10-04 05:36:29 main:581] : INFO : Epoch 1608 | loss: 0.0311068 | val_loss: 0.031169 | Time: 1447.92 ms
[2021-10-04 05:36:31 main:581] : INFO : Epoch 1609 | loss: 0.0311053 | val_loss: 0.0311552 | Time: 1449.99 ms
[2021-10-04 05:36:32 main:581] : INFO : Epoch 1610 | loss: 0.0311023 | val_loss: 0.0311602 | Time: 1449.07 ms
[2021-10-04 05:36:34 main:581] : INFO : Epoch 1611 | loss: 0.0311007 | val_loss: 0.0311577 | Time: 1448.58 ms
[2021-10-04 05:36:35 main:581] : INFO : Epoch 1612 | loss: 0.0311027 | val_loss: 0.0311705 | Time: 1445.34 ms
[2021-10-04 05:36:37 main:581] : INFO : Epoch 1613 | loss: 0.0311087 | val_loss: 0.0311669 | Time: 1447.14 ms
[2021-10-04 05:36:38 main:581] : INFO : Epoch 1614 | loss: 0.0311082 | val_loss: 0.0311648 | Time: 1445.21 ms
[2021-10-04 05:36:39 main:581] : INFO : Epoch 1615 | loss: 0.0311015 | val_loss: 0.0311535 | Time: 1443.12 ms
[2021-10-04 05:36:41 main:581] : INFO : Epoch 1616 | loss: 0.0311037 | val_loss: 0.0311642 | Time: 1445.86 ms
[2021-10-04 05:36:42 main:581] : INFO : Epoch 1617 | loss: 0.0311023 | val_loss: 0.0311646 | Time: 1446.47 ms
[2021-10-04 05:36:44 main:581] : INFO : Epoch 1618 | loss: 0.0311135 | val_loss: 0.0311579 | Time: 1447.09 ms
[2021-10-04 05:36:45 main:581] : INFO : Epoch 1619 | loss: 0.031117 | val_loss: 0.0311687 | Time: 1450.88 ms
[2021-10-04 05:36:47 main:581] : INFO : Epoch 1620 | loss: 0.0311179 | val_loss: 0.0311542 | Time: 1448.23 ms
[2021-10-04 05:36:48 main:581] : INFO : Epoch 1621 | loss: 0.0311114 | val_loss: 0.0311543 | Time: 1447.62 ms
[2021-10-04 05:36:50 main:581] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.031156 | Time: 1447.75 ms
[2021-10-04 05:36:51 main:581] : INFO : Epoch 1623 | loss: 0.0311087 | val_loss: 0.0311523 | Time: 1444.89 ms
[2021-10-04 05:36:53 main:581] : INFO : Epoch 1624 | loss: 0.0311066 | val_loss: 0.0311545 | Time: 1443.71 ms
[2021-10-04 05:36:54 main:581] : INFO : Epoch 1625 | loss: 0.0311075 | val_loss: 0.0311528 | Time: 1442.89 ms
[2021-10-04 05:36:55 main:581] : INFO : Epoch 1626 | loss: 0.0311062 | val_loss: 0.0311575 | Time: 1446.98 ms
[2021-10-04 05:36:57 main:581] : INFO : Epoch 1627 | loss: 0.0311033 | val_loss: 0.0311546 | Time: 1446.75 ms
[2021-10-04 05:36:58 main:581] : INFO : Epoch 1628 | loss: 0.031104 | val_loss: 0.0311559 | Time: 1450.33 ms
[2021-10-04 05:37:00 main:581] : INFO : Epoch 1629 | loss: 0.0311034 | val_loss: 0.0311625 | Time: 1458.3 ms
[2021-10-04 05:37:01 main:581] : INFO : Epoch 1630 | loss: 0.0311049 | val_loss: 0.0311554 | Time: 1452.7 ms
[2021-10-04 05:37:03 main:581] : INFO : Epoch 1631 | loss: 0.0311121 | val_loss: 0.0311565 | Time: 1450 ms
[2021-10-04 05:37:04 main:581] : INFO : Epoch 1632 | loss: 0.0311087 | val_loss: 0.0311494 | Time: 1445.56 ms
[2021-10-04 05:37:06 main:581] : INFO : Epoch 1633 | loss: 0.0311064 | val_loss: 0.0311547 | Time: 1447.12 ms
[2021-10-04 05:37:07 main:581] : INFO : Epoch 1634 | loss: 0.0311035 | val_loss: 0.0311566 | Time: 1449.39 ms
[2021-10-04 05:37:08 main:581] : INFO : Epoch 1635 | loss: 0.0311029 | val_loss: 0.0311571 | Time: 1450.87 ms
[2021-10-04 05:37:10 main:581] : INFO : Epoch 1636 | loss: 0.0311052 | val_loss: 0.031159 | Time: 1451.77 ms
[2021-10-04 05:37:11 main:581] : INFO : Epoch 1637 | loss: 0.031104 | val_loss: 0.0311569 | Time: 1451.14 ms
[2021-10-04 05:37:13 main:581] : INFO : Epoch 1638 | loss: 0.0311024 | val_loss: 0.0311592 | Time: 1447.99 ms
[2021-10-04 05:37:14 main:581] : INFO : Epoch 1639 | loss: 0.0311017 | val_loss: 0.0311617 | Time: 1442.28 ms
[2021-10-04 05:37:16 main:581] : INFO : Epoch 1640 | loss: 0.0311045 | val_loss: 0.0311611 | Time: 1440.51 ms
[2021-10-04 05:37:17 main:581] : INFO : Epoch 1641 | loss: 0.0311017 | val_loss: 0.0311655 | Time: 1440.82 ms
[2021-10-04 05:37:19 main:581] : INFO : Epoch 1642 | loss: 0.0310979 | val_loss: 0.0311582 | Time: 1443.2 ms
[2021-10-04 05:37:20 main:581] : INFO : Epoch 1643 | loss: 0.0311025 | val_loss: 0.0311576 | Time: 1442.04 ms
[2021-10-04 05:37:21 main:581] : INFO : Epoch 1644 | loss: 0.0311122 | val_loss: 0.0311542 | Time: 1439.89 ms
[2021-10-04 05:37:23 main:581] : INFO : Epoch 1645 | loss: 0.0311092 | val_loss: 0.0311634 | Time: 1442.89 ms
[2021-10-04 05:37:24 main:581] : INFO : Epoch 1646 | loss: 0.0311066 | val_loss: 0.0311586 | Time: 1442.31 ms
[2021-10-04 05:37:26 main:581] : INFO : Epoch 1647 | loss: 0.0311065 | val_loss: 0.0311543 | Time: 1441.21 ms
[2021-10-04 05:37:27 main:581] : INFO : Epoch 1648 | loss: 0.0311066 | val_loss: 0.0311572 | Time: 1447.64 ms
[2021-10-04 05:37:29 main:581] : INFO : Epoch 1649 | loss: 0.0311078 | val_loss: 0.0311599 | Time: 1446.81 ms
[2021-10-04 05:37:30 main:581] : INFO : Epoch 1650 | loss: 0.0311067 | val_loss: 0.0311619 | Time: 1441.82 ms
[2021-10-04 05:37:32 main:581] : INFO : Epoch 1651 | loss: 0.031107 | val_loss: 0.0311604 | Time: 1442.58 ms
[2021-10-04 05:37:33 main:581] : INFO : Epoch 1652 | loss: 0.0311009 | val_loss: 0.0311608 | Time: 1471.26 ms
[2021-10-04 05:37:34 main:581] : INFO : Epoch 1653 | loss: 0.0311028 | val_loss: 0.0311572 | Time: 1439.93 ms
[2021-10-04 05:37:36 main:581] : INFO : Epoch 1654 | loss: 0.0311052 | val_loss: 0.0311614 | Time: 1436.69 ms
[2021-10-04 05:37:37 main:581] : INFO : Epoch 1655 | loss: 0.031102 | val_loss: 0.0311675 | Time: 1438.05 ms
[2021-10-04 05:37:39 main:581] : INFO : Epoch 1656 | loss: 0.0311004 | val_loss: 0.0311709 | Time: 1445.03 ms
[2021-10-04 05:37:40 main:581] : INFO : Epoch 1657 | loss: 0.0311002 | val_loss: 0.0311605 | Time: 1444.79 ms
[2021-10-04 05:37:42 main:581] : INFO : Epoch 1658 | loss: 0.0311045 | val_loss: 0.0311617 | Time: 1447.84 ms
[2021-10-04 05:37:43 main:581] : INFO : Epoch 1659 | loss: 0.0310996 | val_loss: 0.0311676 | Time: 1450.23 ms
[2021-10-04 05:37:45 main:581] : INFO : Epoch 1660 | loss: 0.0311025 | val_loss: 0.0311607 | Time: 1451.69 ms
[2021-10-04 05:37:46 main:581] : INFO : Epoch 1661 | loss: 0.0311025 | val_loss: 0.0311623 | Time: 1449.28 ms
[2021-10-04 05:37:47 main:581] : INFO : Epoch 1662 | loss: 0.0310998 | val_loss: 0.0311725 | Time: 1443.8 ms
[2021-10-04 05:37:49 main:581] : INFO : Epoch 1663 | loss: 0.0310978 | val_loss: 0.0311645 | Time: 1447.75 ms
[2021-10-04 05:37:50 main:581] : INFO : Epoch 1664 | loss: 0.0310969 | val_loss: 0.0311659 | Time: 1450.24 ms
[2021-10-04 05:37:52 main:581] : INFO : Epoch 1665 | loss: 0.0311013 | val_loss: 0.0311599 | Time: 1449.64 ms
[2021-10-04 05:37:53 main:581] : INFO : Epoch 1666 | loss: 0.0310967 | val_loss: 0.0311597 | Time: 1450.54 ms
[2021-10-04 05:37:55 main:581] : INFO : Epoch 1667 | loss: 0.0310989 | val_loss: 0.0311595 | Time: 1450.14 ms
[2021-10-04 05:37:56 main:581] : INFO : Epoch 1668 | loss: 0.031098 | val_loss: 0.0311627 | Time: 1441.04 ms
[2021-10-04 05:37:58 main:581] : INFO : Epoch 1669 | loss: 0.0310975 | val_loss: 0.0311671 | Time: 1442.58 ms
[2021-10-04 05:37:59 main:581] : INFO : Epoch 1670 | loss: 0.0310995 | val_loss: 0.0311703 | Time: 1446.29 ms
[2021-10-04 05:38:01 main:581] : INFO : Epoch 1671 | loss: 0.0310987 | val_loss: 0.0311557 | Time: 1449.78 ms
[2021-10-04 05:38:02 main:581] : INFO : Epoch 1672 | loss: 0.0310961 | val_loss: 0.0311549 | Time: 1447.64 ms
[2021-10-04 05:38:03 main:581] : INFO : Epoch 1673 | loss: 0.0310951 | val_loss: 0.0311624 | Time: 1450.08 ms
[2021-10-04 05:38:05 main:581] : INFO : Epoch 1674 | loss: 0.0311173 | val_loss: 0.0311604 | Time: 1441.85 ms
[2021-10-04 05:38:06 main:581] : INFO : Epoch 1675 | loss: 0.0311196 | val_loss: 0.0311535 | Time: 1444.85 ms
[2021-10-04 05:38:08 main:581] : INFO : Epoch 1676 | loss: 0.0311141 | val_loss: 0.0311586 | Time: 1483.09 ms
[2021-10-04 05:38:09 main:581] : INFO : Epoch 1677 | loss: 0.031109 | val_loss: 0.0311527 | Time: 1481.48 ms
[2021-10-04 05:38:11 main:581] : INFO : Epoch 1678 | loss: 0.0311064 | val_loss: 0.0311592 | Time: 1446.23 ms
[2021-10-04 05:38:12 main:581] : INFO : Epoch 1679 | loss: 0.0311026 | val_loss: 0.0311527 | Time: 1445.59 ms
[2021-10-04 05:38:14 main:581] : INFO : Epoch 1680 | loss: 0.0311017 | val_loss: 0.0311549 | Time: 1439.27 ms
[2021-10-04 05:38:15 main:581] : INFO : Epoch 1681 | loss: 0.0310997 | val_loss: 0.0311528 | Time: 1443.29 ms
[2021-10-04 05:38:17 main:581] : INFO : Epoch 1682 | loss: 0.0311062 | val_loss: 0.0311504 | Time: 1449.9 ms
[2021-10-04 05:38:18 main:581] : INFO : Epoch 1683 | loss: 0.0311042 | val_loss: 0.0311562 | Time: 1442.5 ms
[2021-10-04 05:38:19 main:581] : INFO : Epoch 1684 | loss: 0.0311012 | val_loss: 0.0311606 | Time: 1443.66 ms
[2021-10-04 05:38:21 main:581] : INFO : Epoch 1685 | loss: 0.0310975 | val_loss: 0.0311584 | Time: 1443.36 ms
[2021-10-04 05:38:22 main:581] : INFO : Epoch 1686 | loss: 0.0310993 | val_loss: 0.0311609 | Time: 1472.87 ms
[2021-10-04 05:38:24 main:581] : INFO : Epoch 1687 | loss: 0.031098 | val_loss: 0.0311588 | Time: 1460.87 ms
[2021-10-04 05:38:25 main:581] : INFO : Epoch 1688 | loss: 0.0310979 | val_loss: 0.0311583 | Time: 1446.47 ms
[2021-10-04 05:38:27 main:581] : INFO : Epoch 1689 | loss: 0.0310979 | val_loss: 0.0311527 | Time: 1446.26 ms
[2021-10-04 05:38:28 main:581] : INFO : Epoch 1690 | loss: 0.0310961 | val_loss: 0.0311571 | Time: 1468.15 ms
[2021-10-04 05:38:30 main:581] : INFO : Epoch 1691 | loss: 0.0310939 | val_loss: 0.0311597 | Time: 1477.86 ms
[2021-10-04 05:38:31 main:581] : INFO : Epoch 1692 | loss: 0.0311013 | val_loss: 0.0311603 | Time: 1439.66 ms
[2021-10-04 05:38:32 main:581] : INFO : Epoch 1693 | loss: 0.0311036 | val_loss: 0.0311505 | Time: 1441.8 ms
[2021-10-04 05:38:34 main:581] : INFO : Epoch 1694 | loss: 0.0311063 | val_loss: 0.0311594 | Time: 1444.33 ms
[2021-10-04 05:38:35 main:581] : INFO : Epoch 1695 | loss: 0.0311005 | val_loss: 0.0311543 | Time: 1445.23 ms
[2021-10-04 05:38:37 main:581] : INFO : Epoch 1696 | loss: 0.0310976 | val_loss: 0.0311552 | Time: 1443.31 ms
[2021-10-04 05:38:38 main:581] : INFO : Epoch 1697 | loss: 0.0310953 | val_loss: 0.0311591 | Time: 1437.62 ms
[2021-10-04 05:38:40 main:581] : INFO : Epoch 1698 | loss: 0.031102 | val_loss: 0.0311522 | Time: 1464.23 ms
[2021-10-04 05:38:41 main:581] : INFO : Epoch 1699 | loss: 0.0311029 | val_loss: 0.0311578 | Time: 1437.38 ms
[2021-10-04 05:38:43 main:581] : INFO : Epoch 1700 | loss: 0.0311003 | val_loss: 0.031165 | Time: 1437.63 ms
[2021-10-04 05:38:44 main:581] : INFO : Epoch 1701 | loss: 0.0310979 | val_loss: 0.0311543 | Time: 1437.79 ms
[2021-10-04 05:38:45 main:581] : INFO : Epoch 1702 | loss: 0.0310993 | val_loss: 0.031148 | Time: 1436.21 ms
[2021-10-04 05:38:47 main:581] : INFO : Epoch 1703 | loss: 0.0310983 | val_loss: 0.0311544 | Time: 1440.18 ms
[2021-10-04 05:38:48 main:581] : INFO : Epoch 1704 | loss: 0.0310964 | val_loss: 0.0311564 | Time: 1438.88 ms
[2021-10-04 05:38:50 main:581] : INFO : Epoch 1705 | loss: 0.0310988 | val_loss: 0.0311568 | Time: 1442.51 ms
[2021-10-04 05:38:51 main:581] : INFO : Epoch 1706 | loss: 0.031097 | val_loss: 0.0311582 | Time: 1437.97 ms
[2021-10-04 05:38:53 main:581] : INFO : Epoch 1707 | loss: 0.0310947 | val_loss: 0.0311541 | Time: 1440.76 ms
[2021-10-04 05:38:54 main:581] : INFO : Epoch 1708 | loss: 0.0310961 | val_loss: 0.031158 | Time: 1441.73 ms
[2021-10-04 05:38:56 main:581] : INFO : Epoch 1709 | loss: 0.0310929 | val_loss: 0.0311583 | Time: 1444.85 ms
[2021-10-04 05:38:57 main:581] : INFO : Epoch 1710 | loss: 0.0310938 | val_loss: 0.0311568 | Time: 1472.74 ms
[2021-10-04 05:38:58 main:581] : INFO : Epoch 1711 | loss: 0.0310955 | val_loss: 0.0311643 | Time: 1441.25 ms
[2021-10-04 05:39:00 main:581] : INFO : Epoch 1712 | loss: 0.0310951 | val_loss: 0.0311534 | Time: 1537.18 ms
[2021-10-04 05:39:02 main:581] : INFO : Epoch 1713 | loss: 0.0310949 | val_loss: 0.0311656 | Time: 1634.06 ms
[2021-10-04 05:39:03 main:581] : INFO : Epoch 1714 | loss: 0.0310985 | val_loss: 0.0311571 | Time: 1628.27 ms
[2021-10-04 05:39:05 main:581] : INFO : Epoch 1715 | loss: 0.0311011 | val_loss: 0.0311528 | Time: 1440.45 ms
[2021-10-04 05:39:06 main:581] : INFO : Epoch 1716 | loss: 0.0311045 | val_loss: 0.0311481 | Time: 1436.39 ms
[2021-10-04 05:39:08 main:581] : INFO : Epoch 1717 | loss: 0.0311019 | val_loss: 0.0311537 | Time: 1430.46 ms
[2021-10-04 05:39:09 main:581] : INFO : Epoch 1718 | loss: 0.0311006 | val_loss: 0.0311577 | Time: 1437.58 ms
[2021-10-04 05:39:10 main:581] : INFO : Epoch 1719 | loss: 0.0311008 | val_loss: 0.0311549 | Time: 1437.74 ms
[2021-10-04 05:39:12 main:581] : INFO : Epoch 1720 | loss: 0.031097 | val_loss: 0.0311579 | Time: 1466.07 ms
[2021-10-04 05:39:13 main:581] : INFO : Epoch 1721 | loss: 0.0310944 | val_loss: 0.031162 | Time: 1440.24 ms
[2021-10-04 05:39:15 main:581] : INFO : Epoch 1722 | loss: 0.0310934 | val_loss: 0.0311658 | Time: 1438.67 ms
[2021-10-04 05:39:16 main:581] : INFO : Epoch 1723 | loss: 0.0310922 | val_loss: 0.0311588 | Time: 1436.71 ms
[2021-10-04 05:39:18 main:581] : INFO : Epoch 1724 | loss: 0.0310913 | val_loss: 0.0311615 | Time: 1438.18 ms
[2021-10-04 05:39:19 main:581] : INFO : Epoch 1725 | loss: 0.0310918 | val_loss: 0.0311645 | Time: 1499.19 ms
[2021-10-04 05:39:21 main:581] : INFO : Epoch 1726 | loss: 0.0310947 | val_loss: 0.0311659 | Time: 1440.07 ms
[2021-10-04 05:39:22 main:581] : INFO : Epoch 1727 | loss: 0.0310949 | val_loss: 0.0311639 | Time: 1445.16 ms
[2021-10-04 05:39:24 main:581] : INFO : Epoch 1728 | loss: 0.0310935 | val_loss: 0.0311634 | Time: 1444.18 ms
[2021-10-04 05:39:25 main:581] : INFO : Epoch 1729 | loss: 0.0310938 | val_loss: 0.0311517 | Time: 1440.25 ms
[2021-10-04 05:39:26 main:581] : INFO : Epoch 1730 | loss: 0.0310911 | val_loss: 0.0311506 | Time: 1436.07 ms
[2021-10-04 05:39:28 main:581] : INFO : Epoch 1731 | loss: 0.0310944 | val_loss: 0.0311593 | Time: 1434.54 ms
[2021-10-04 05:39:29 main:581] : INFO : Epoch 1732 | loss: 0.0310975 | val_loss: 0.0311595 | Time: 1440.42 ms
[2021-10-04 05:39:31 main:581] : INFO : Epoch 1733 | loss: 0.0311089 | val_loss: 0.0311535 | Time: 1440.1 ms
[2021-10-04 05:39:32 main:581] : INFO : Epoch 1734 | loss: 0.0311074 | val_loss: 0.0311614 | Time: 1439.27 ms
[2021-10-04 05:39:34 main:581] : INFO : Epoch 1735 | loss: 0.0311016 | val_loss: 0.0311609 | Time: 1442.9 ms
[2021-10-04 05:39:35 main:581] : INFO : Epoch 1736 | loss: 0.0311007 | val_loss: 0.0311559 | Time: 1443.71 ms
[2021-10-04 05:39:37 main:581] : INFO : Epoch 1737 | loss: 0.0311034 | val_loss: 0.0311558 | Time: 1465.26 ms
[2021-10-04 05:39:38 main:581] : INFO : Epoch 1738 | loss: 0.0310985 | val_loss: 0.0311579 | Time: 1443.7 ms
[2021-10-04 05:39:39 main:581] : INFO : Epoch 1739 | loss: 0.0310951 | val_loss: 0.0311573 | Time: 1441.24 ms
[2021-10-04 05:39:41 main:581] : INFO : Epoch 1740 | loss: 0.0310943 | val_loss: 0.0311632 | Time: 1439.1 ms
[2021-10-04 05:39:42 main:581] : INFO : Epoch 1741 | loss: 0.0310958 | val_loss: 0.0311553 | Time: 1436.94 ms
[2021-10-04 05:39:44 main:581] : INFO : Epoch 1742 | loss: 0.0310956 | val_loss: 0.0311571 | Time: 1439.48 ms
[2021-10-04 05:39:45 main:581] : INFO : Epoch 1743 | loss: 0.0310916 | val_loss: 0.0311527 | Time: 1437.02 ms
[2021-10-04 05:39:47 main:581] : INFO : Epoch 1744 | loss: 0.0310902 | val_loss: 0.0311564 | Time: 1432.18 ms
[2021-10-04 05:39:48 main:581] : INFO : Epoch 1745 | loss: 0.031089 | val_loss: 0.031155 | Time: 1434.12 ms
[2021-10-04 05:39:49 main:581] : INFO : Epoch 1746 | loss: 0.0310891 | val_loss: 0.0311572 | Time: 1436.83 ms
[2021-10-04 05:39:51 main:581] : INFO : Epoch 1747 | loss: 0.0310907 | val_loss: 0.0311553 | Time: 1444.98 ms
[2021-10-04 05:39:52 main:581] : INFO : Epoch 1748 | loss: 0.0310952 | val_loss: 0.0311575 | Time: 1444.24 ms
[2021-10-04 05:39:54 main:581] : INFO : Epoch 1749 | loss: 0.031103 | val_loss: 0.0311626 | Time: 1469.63 ms
[2021-10-04 05:39:55 main:581] : INFO : Epoch 1750 | loss: 0.0311335 | val_loss: 0.0311556 | Time: 1439.71 ms
[2021-10-04 05:39:57 main:581] : INFO : Epoch 1751 | loss: 0.0311315 | val_loss: 0.0311535 | Time: 1440.41 ms
[2021-10-04 05:39:58 main:581] : INFO : Epoch 1752 | loss: 0.0311223 | val_loss: 0.0311571 | Time: 1439.39 ms
[2021-10-04 05:40:00 main:581] : INFO : Epoch 1753 | loss: 0.0311166 | val_loss: 0.0311618 | Time: 1467.79 ms
[2021-10-04 05:40:01 main:581] : INFO : Epoch 1754 | loss: 0.0311145 | val_loss: 0.0311512 | Time: 1440.15 ms
[2021-10-04 05:40:03 main:581] : INFO : Epoch 1755 | loss: 0.0311174 | val_loss: 0.0311619 | Time: 1445.82 ms
[2021-10-04 05:40:04 main:581] : INFO : Epoch 1756 | loss: 0.0311093 | val_loss: 0.0311671 | Time: 1446.73 ms
[2021-10-04 05:40:05 main:581] : INFO : Epoch 1757 | loss: 0.0311088 | val_loss: 0.0311556 | Time: 1448.15 ms
[2021-10-04 05:40:07 main:581] : INFO : Epoch 1758 | loss: 0.0311099 | val_loss: 0.0311604 | Time: 1460.61 ms
[2021-10-04 05:40:08 main:581] : INFO : Epoch 1759 | loss: 0.031106 | val_loss: 0.0311553 | Time: 1432.62 ms
[2021-10-04 05:40:10 main:581] : INFO : Epoch 1760 | loss: 0.0311052 | val_loss: 0.0311635 | Time: 1432.83 ms
[2021-10-04 05:40:11 main:581] : INFO : Epoch 1761 | loss: 0.031117 | val_loss: 0.0311573 | Time: 1441.85 ms
[2021-10-04 05:40:13 main:581] : INFO : Epoch 1762 | loss: 0.0311184 | val_loss: 0.0311579 | Time: 1448 ms
[2021-10-04 05:40:14 main:581] : INFO : Epoch 1763 | loss: 0.0311149 | val_loss: 0.0311693 | Time: 1442.16 ms
[2021-10-04 05:40:16 main:581] : INFO : Epoch 1764 | loss: 0.0311192 | val_loss: 0.0311606 | Time: 1446.79 ms
[2021-10-04 05:40:17 main:581] : INFO : Epoch 1765 | loss: 0.0311105 | val_loss: 0.0311587 | Time: 1439.74 ms
[2021-10-04 05:40:18 main:581] : INFO : Epoch 1766 | loss: 0.0311127 | val_loss: 0.0311625 | Time: 1440.42 ms
[2021-10-04 05:40:20 main:581] : INFO : Epoch 1767 | loss: 0.0311121 | val_loss: 0.0311597 | Time: 1520.23 ms
[2021-10-04 05:40:21 main:581] : INFO : Epoch 1768 | loss: 0.0311107 | val_loss: 0.0311583 | Time: 1449.2 ms
[2021-10-04 05:40:23 main:581] : INFO : Epoch 1769 | loss: 0.0311081 | val_loss: 0.0311577 | Time: 1441.81 ms
[2021-10-04 05:40:24 main:581] : INFO : Epoch 1770 | loss: 0.0311082 | val_loss: 0.0311604 | Time: 1446.51 ms
[2021-10-04 05:40:26 main:581] : INFO : Epoch 1771 | loss: 0.031105 | val_loss: 0.0311607 | Time: 1443.82 ms
[2021-10-04 05:40:27 main:581] : INFO : Epoch 1772 | loss: 0.0311018 | val_loss: 0.0311558 | Time: 1440.72 ms
[2021-10-04 05:40:29 main:581] : INFO : Epoch 1773 | loss: 0.0311 | val_loss: 0.0311636 | Time: 1443.71 ms
[2021-10-04 05:40:30 main:581] : INFO : Epoch 1774 | loss: 0.0310998 | val_loss: 0.0311555 | Time: 1449.27 ms
[2021-10-04 05:40:31 main:581] : INFO : Epoch 1775 | loss: 0.0311014 | val_loss: 0.0311586 | Time: 1440.18 ms
[2021-10-04 05:40:33 main:581] : INFO : Epoch 1776 | loss: 0.0311031 | val_loss: 0.0311671 | Time: 1433.86 ms
[2021-10-04 05:40:34 main:581] : INFO : Epoch 1777 | loss: 0.0310975 | val_loss: 0.0311634 | Time: 1437.46 ms
[2021-10-04 05:40:36 main:581] : INFO : Epoch 1778 | loss: 0.0310974 | val_loss: 0.0311679 | Time: 1439.35 ms
[2021-10-04 05:40:37 main:581] : INFO : Epoch 1779 | loss: 0.0310958 | val_loss: 0.031159 | Time: 1439.7 ms
[2021-10-04 05:40:39 main:581] : INFO : Epoch 1780 | loss: 0.0310928 | val_loss: 0.0311647 | Time: 1438.63 ms
[2021-10-04 05:40:40 main:581] : INFO : Epoch 1781 | loss: 0.0310957 | val_loss: 0.0311575 | Time: 1432.91 ms
[2021-10-04 05:40:42 main:581] : INFO : Epoch 1782 | loss: 0.0310977 | val_loss: 0.0311643 | Time: 1432.95 ms
[2021-10-04 05:40:43 main:581] : INFO : Epoch 1783 | loss: 0.0310954 | val_loss: 0.0311665 | Time: 1436.6 ms
[2021-10-04 05:40:44 main:581] : INFO : Epoch 1784 | loss: 0.0310942 | val_loss: 0.0311699 | Time: 1437.23 ms
[2021-10-04 05:40:46 main:581] : INFO : Epoch 1785 | loss: 0.0310966 | val_loss: 0.031162 | Time: 1437.03 ms
[2021-10-04 05:40:47 main:581] : INFO : Epoch 1786 | loss: 0.0310944 | val_loss: 0.0311639 | Time: 1436.26 ms
[2021-10-04 05:40:49 main:581] : INFO : Epoch 1787 | loss: 0.0310959 | val_loss: 0.0311653 | Time: 1486.44 ms
[2021-10-04 05:40:50 main:581] : INFO : Epoch 1788 | loss: 0.0310964 | val_loss: 0.0311664 | Time: 1558.98 ms
[2021-10-04 05:40:52 main:581] : INFO : Epoch 1789 | loss: 0.0311014 | val_loss: 0.0311617 | Time: 1460.43 ms
[2021-10-04 05:40:53 main:581] : INFO : Epoch 1790 | loss: 0.0311 | val_loss: 0.0311674 | Time: 1444.3 ms
[2021-10-04 05:40:55 main:581] : INFO : Epoch 1791 | loss: 0.0310955 | val_loss: 0.0311627 | Time: 1479.88 ms
[2021-10-04 05:40:56 main:581] : INFO : Epoch 1792 | loss: 0.0310973 | val_loss: 0.0311665 | Time: 1438.64 ms
[2021-10-04 05:40:58 main:581] : INFO : Epoch 1793 | loss: 0.0310992 | val_loss: 0.0311614 | Time: 1442.86 ms
[2021-10-04 05:40:59 main:581] : INFO : Epoch 1794 | loss: 0.0310956 | val_loss: 0.031165 | Time: 1436.35 ms
[2021-10-04 05:41:00 main:581] : INFO : Epoch 1795 | loss: 0.0310935 | val_loss: 0.0311612 | Time: 1437.18 ms
[2021-10-04 05:41:02 main:581] : INFO : Epoch 1796 | loss: 0.0310922 | val_loss: 0.0311747 | Time: 1443.27 ms
[2021-10-04 05:41:03 main:581] : INFO : Epoch 1797 | loss: 0.0310947 | val_loss: 0.0311637 | Time: 1440.32 ms
[2021-10-04 05:41:05 main:581] : INFO : Epoch 1798 | loss: 0.0310905 | val_loss: 0.0311707 | Time: 1440.62 ms
[2021-10-04 05:41:06 main:581] : INFO : Epoch 1799 | loss: 0.0310947 | val_loss: 0.0311614 | Time: 1441.05 ms
[2021-10-04 05:41:08 main:581] : INFO : Epoch 1800 | loss: 0.0311064 | val_loss: 0.0311558 | Time: 1470.35 ms
[2021-10-04 05:41:09 main:581] : INFO : Epoch 1801 | loss: 0.0311007 | val_loss: 0.0311613 | Time: 1438.57 ms
[2021-10-04 05:41:11 main:581] : INFO : Epoch 1802 | loss: 0.0310988 | val_loss: 0.0311666 | Time: 1566.08 ms
[2021-10-04 05:41:12 main:581] : INFO : Epoch 1803 | loss: 0.031096 | val_loss: 0.0311606 | Time: 1617.12 ms
[2021-10-04 05:41:14 main:581] : INFO : Epoch 1804 | loss: 0.0311007 | val_loss: 0.0311645 | Time: 1509.59 ms
[2021-10-04 05:41:15 main:581] : INFO : Epoch 1805 | loss: 0.0310971 | val_loss: 0.0311665 | Time: 1494 ms
[2021-10-04 05:41:17 main:581] : INFO : Epoch 1806 | loss: 0.0310973 | val_loss: 0.0311681 | Time: 1487.37 ms
[2021-10-04 05:41:18 main:581] : INFO : Epoch 1807 | loss: 0.0310951 | val_loss: 0.0311607 | Time: 1612.76 ms
[2021-10-04 05:41:20 main:581] : INFO : Epoch 1808 | loss: 0.0310916 | val_loss: 0.0311594 | Time: 1461.52 ms
[2021-10-04 05:41:21 main:581] : INFO : Epoch 1809 | loss: 0.0310931 | val_loss: 0.0311709 | Time: 1437.78 ms
[2021-10-04 05:41:23 main:581] : INFO : Epoch 1810 | loss: 0.0310931 | val_loss: 0.0311615 | Time: 1442.42 ms
[2021-10-04 05:41:24 main:581] : INFO : Epoch 1811 | loss: 0.0310919 | val_loss: 0.0311585 | Time: 1437.9 ms
[2021-10-04 05:41:26 main:581] : INFO : Epoch 1812 | loss: 0.0310919 | val_loss: 0.0311696 | Time: 1440.75 ms
[2021-10-04 05:41:27 main:581] : INFO : Epoch 1813 | loss: 0.0310939 | val_loss: 0.0311674 | Time: 1437.87 ms
[2021-10-04 05:41:29 main:581] : INFO : Epoch 1814 | loss: 0.0310923 | val_loss: 0.0311646 | Time: 1431.49 ms
[2021-10-04 05:41:30 main:581] : INFO : Epoch 1815 | loss: 0.0310887 | val_loss: 0.0311612 | Time: 1431.17 ms
[2021-10-04 05:41:31 main:581] : INFO : Epoch 1816 | loss: 0.031088 | val_loss: 0.0311688 | Time: 1516.95 ms
[2021-10-04 05:41:33 main:581] : INFO : Epoch 1817 | loss: 0.0310879 | val_loss: 0.0311724 | Time: 1570.32 ms
[2021-10-04 05:41:35 main:581] : INFO : Epoch 1818 | loss: 0.031092 | val_loss: 0.0311653 | Time: 1617.32 ms
[2021-10-04 05:41:36 main:581] : INFO : Epoch 1819 | loss: 0.0310939 | val_loss: 0.0311561 | Time: 1600.23 ms
[2021-10-04 05:41:38 main:581] : INFO : Epoch 1820 | loss: 0.0310915 | val_loss: 0.0311628 | Time: 1524.18 ms
[2021-10-04 05:41:39 main:581] : INFO : Epoch 1821 | loss: 0.0310897 | val_loss: 0.0311684 | Time: 1618.97 ms
[2021-10-04 05:41:41 main:581] : INFO : Epoch 1822 | loss: 0.0310887 | val_loss: 0.0311725 | Time: 1654.7 ms
[2021-10-04 05:41:43 main:581] : INFO : Epoch 1823 | loss: 0.0310879 | val_loss: 0.0311668 | Time: 1590.7 ms
[2021-10-04 05:41:44 main:581] : INFO : Epoch 1824 | loss: 0.0310906 | val_loss: 0.0311543 | Time: 1621.18 ms
[2021-10-04 05:41:46 main:581] : INFO : Epoch 1825 | loss: 0.0310905 | val_loss: 0.031158 | Time: 1523.79 ms
[2021-10-04 05:41:47 main:581] : INFO : Epoch 1826 | loss: 0.031091 | val_loss: 0.0311695 | Time: 1426.69 ms
[2021-10-04 05:41:49 main:581] : INFO : Epoch 1827 | loss: 0.0310914 | val_loss: 0.0311624 | Time: 1460.74 ms
[2021-10-04 05:41:50 main:581] : INFO : Epoch 1828 | loss: 0.0310902 | val_loss: 0.0311659 | Time: 1454.31 ms
[2021-10-04 05:41:52 main:581] : INFO : Epoch 1829 | loss: 0.0310875 | val_loss: 0.0311641 | Time: 1446.15 ms
[2021-10-04 05:41:53 main:581] : INFO : Epoch 1830 | loss: 0.0310867 | val_loss: 0.0311653 | Time: 1486.65 ms
[2021-10-04 05:41:54 main:581] : INFO : Epoch 1831 | loss: 0.0310876 | val_loss: 0.0311703 | Time: 1420.61 ms
[2021-10-04 05:41:56 main:581] : INFO : Epoch 1832 | loss: 0.031088 | val_loss: 0.0311675 | Time: 1428.9 ms
[2021-10-04 05:41:57 main:581] : INFO : Epoch 1833 | loss: 0.0310892 | val_loss: 0.0311659 | Time: 1480.15 ms
[2021-10-04 05:41:59 main:581] : INFO : Epoch 1834 | loss: 0.0310903 | val_loss: 0.0311717 | Time: 1498.67 ms
[2021-10-04 05:42:01 main:581] : INFO : Epoch 1835 | loss: 0.0310908 | val_loss: 0.0311612 | Time: 1621.87 ms
[2021-10-04 05:42:02 main:581] : INFO : Epoch 1836 | loss: 0.0310895 | val_loss: 0.0311667 | Time: 1607.46 ms
[2021-10-04 05:42:04 main:581] : INFO : Epoch 1837 | loss: 0.0310893 | val_loss: 0.0311669 | Time: 1456.61 ms
[2021-10-04 05:42:05 main:581] : INFO : Epoch 1838 | loss: 0.0310876 | val_loss: 0.0311688 | Time: 1606.01 ms
[2021-10-04 05:42:07 main:581] : INFO : Epoch 1839 | loss: 0.0310873 | val_loss: 0.0311674 | Time: 1604.85 ms
[2021-10-04 05:42:08 main:581] : INFO : Epoch 1840 | loss: 0.0310846 | val_loss: 0.0311639 | Time: 1648.66 ms
[2021-10-04 05:42:10 main:581] : INFO : Epoch 1841 | loss: 0.0310842 | val_loss: 0.0311708 | Time: 1500.53 ms
[2021-10-04 05:42:11 main:581] : INFO : Epoch 1842 | loss: 0.0310829 | val_loss: 0.0311641 | Time: 1434.3 ms
[2021-10-04 05:42:13 main:581] : INFO : Epoch 1843 | loss: 0.0310825 | val_loss: 0.031167 | Time: 1479.04 ms
[2021-10-04 05:42:14 main:581] : INFO : Epoch 1844 | loss: 0.0310827 | val_loss: 0.0311681 | Time: 1450.95 ms
[2021-10-04 05:42:16 main:581] : INFO : Epoch 1845 | loss: 0.0310831 | val_loss: 0.0311694 | Time: 1488.79 ms
[2021-10-04 05:42:17 main:581] : INFO : Epoch 1846 | loss: 0.0310847 | val_loss: 0.031164 | Time: 1529.05 ms
[2021-10-04 05:42:19 main:581] : INFO : Epoch 1847 | loss: 0.0310873 | val_loss: 0.0311653 | Time: 1447.47 ms
[2021-10-04 05:42:20 main:581] : INFO : Epoch 1848 | loss: 0.031085 | val_loss: 0.0311674 | Time: 1445.14 ms
[2021-10-04 05:42:22 main:581] : INFO : Epoch 1849 | loss: 0.0310841 | val_loss: 0.0311694 | Time: 1421 ms
[2021-10-04 05:42:23 main:581] : INFO : Epoch 1850 | loss: 0.0310832 | val_loss: 0.0311771 | Time: 1449.33 ms
[2021-10-04 05:42:25 main:581] : INFO : Epoch 1851 | loss: 0.0311041 | val_loss: 0.0311614 | Time: 1487.69 ms
[2021-10-04 05:42:26 main:581] : INFO : Epoch 1852 | loss: 0.0311204 | val_loss: 0.0311632 | Time: 1450.57 ms
[2021-10-04 05:42:27 main:581] : INFO : Epoch 1853 | loss: 0.0311139 | val_loss: 0.03116 | Time: 1455.33 ms
[2021-10-04 05:42:29 main:581] : INFO : Epoch 1854 | loss: 0.0311098 | val_loss: 0.0311593 | Time: 1452.13 ms
[2021-10-04 05:42:30 main:581] : INFO : Epoch 1855 | loss: 0.0311071 | val_loss: 0.0311564 | Time: 1489.04 ms
[2021-10-04 05:42:32 main:581] : INFO : Epoch 1856 | loss: 0.0311051 | val_loss: 0.0311666 | Time: 1433.97 ms
[2021-10-04 05:42:33 main:581] : INFO : Epoch 1857 | loss: 0.0311012 | val_loss: 0.0311621 | Time: 1459.02 ms
[2021-10-04 05:42:35 main:581] : INFO : Epoch 1858 | loss: 0.0311004 | val_loss: 0.0311618 | Time: 1450.58 ms
[2021-10-04 05:42:36 main:581] : INFO : Epoch 1859 | loss: 0.031099 | val_loss: 0.0311623 | Time: 1461.55 ms
[2021-10-04 05:42:38 main:581] : INFO : Epoch 1860 | loss: 0.0310959 | val_loss: 0.0311649 | Time: 1494.88 ms
[2021-10-04 05:42:39 main:581] : INFO : Epoch 1861 | loss: 0.0310946 | val_loss: 0.0311726 | Time: 1549.29 ms
[2021-10-04 05:42:41 main:581] : INFO : Epoch 1862 | loss: 0.0310909 | val_loss: 0.0311716 | Time: 1507.17 ms
[2021-10-04 05:42:42 main:581] : INFO : Epoch 1863 | loss: 0.0310971 | val_loss: 0.0311618 | Time: 1588.7 ms
[2021-10-04 05:42:44 main:581] : INFO : Epoch 1864 | loss: 0.031117 | val_loss: 0.0311596 | Time: 1548.19 ms
[2021-10-04 05:42:46 main:581] : INFO : Epoch 1865 | loss: 0.0311143 | val_loss: 0.0311605 | Time: 1623.43 ms
[2021-10-04 05:42:47 main:581] : INFO : Epoch 1866 | loss: 0.0311144 | val_loss: 0.0311631 | Time: 1614.29 ms
[2021-10-04 05:42:49 main:581] : INFO : Epoch 1867 | loss: 0.0311085 | val_loss: 0.0311658 | Time: 1584.6 ms
[2021-10-04 05:42:51 main:581] : INFO : Epoch 1868 | loss: 0.031104 | val_loss: 0.0311577 | Time: 1759.29 ms
[2021-10-04 05:42:52 main:581] : INFO : Epoch 1869 | loss: 0.0311017 | val_loss: 0.0311608 | Time: 1518.38 ms
[2021-10-04 05:42:54 main:581] : INFO : Epoch 1870 | loss: 0.0310976 | val_loss: 0.0311607 | Time: 1701.58 ms
[2021-10-04 05:42:55 main:581] : INFO : Epoch 1871 | loss: 0.0310954 | val_loss: 0.0311613 | Time: 1625.77 ms
[2021-10-04 05:42:57 main:581] : INFO : Epoch 1872 | loss: 0.0310959 | val_loss: 0.0311627 | Time: 1588.54 ms
[2021-10-04 05:42:58 main:581] : INFO : Epoch 1873 | loss: 0.0310926 | val_loss: 0.0311661 | Time: 1516.99 ms
[2021-10-04 05:43:00 main:581] : INFO : Epoch 1874 | loss: 0.0310957 | val_loss: 0.0311614 | Time: 1600.34 ms
[2021-10-04 05:43:02 main:581] : INFO : Epoch 1875 | loss: 0.031095 | val_loss: 0.031165 | Time: 1619.44 ms
[2021-10-04 05:43:03 main:581] : INFO : Epoch 1876 | loss: 0.0310926 | val_loss: 0.0311643 | Time: 1764.49 ms
[2021-10-04 05:43:05 main:581] : INFO : Epoch 1877 | loss: 0.0310903 | val_loss: 0.0311653 | Time: 1680.49 ms
[2021-10-04 05:43:07 main:581] : INFO : Epoch 1878 | loss: 0.0310897 | val_loss: 0.0311666 | Time: 1584.24 ms
[2021-10-04 05:43:08 main:581] : INFO : Epoch 1879 | loss: 0.0310929 | val_loss: 0.0311617 | Time: 1493.23 ms
[2021-10-04 05:43:10 main:581] : INFO : Epoch 1880 | loss: 0.0310936 | val_loss: 0.0311637 | Time: 1615.82 ms
[2021-10-04 05:43:11 main:581] : INFO : Epoch 1881 | loss: 0.0310937 | val_loss: 0.0311647 | Time: 1536.91 ms
[2021-10-04 05:43:13 main:581] : INFO : Epoch 1882 | loss: 0.0310928 | val_loss: 0.0311662 | Time: 1474.39 ms
[2021-10-04 05:43:14 main:581] : INFO : Epoch 1883 | loss: 0.0310908 | val_loss: 0.0311673 | Time: 1474.72 ms
[2021-10-04 05:43:16 main:581] : INFO : Epoch 1884 | loss: 0.0310899 | val_loss: 0.031166 | Time: 1435.95 ms
[2021-10-04 05:43:17 main:581] : INFO : Epoch 1885 | loss: 0.0310898 | val_loss: 0.0311622 | Time: 1432.16 ms
[2021-10-04 05:43:19 main:581] : INFO : Epoch 1886 | loss: 0.0310879 | val_loss: 0.0311599 | Time: 1454.66 ms
[2021-10-04 05:43:20 main:581] : INFO : Epoch 1887 | loss: 0.0310865 | val_loss: 0.0311703 | Time: 1499.02 ms
[2021-10-04 05:43:22 main:581] : INFO : Epoch 1888 | loss: 0.0310833 | val_loss: 0.0311615 | Time: 1437.83 ms
[2021-10-04 05:43:23 main:581] : INFO : Epoch 1889 | loss: 0.0310851 | val_loss: 0.0311632 | Time: 1531.1 ms
[2021-10-04 05:43:25 main:581] : INFO : Epoch 1890 | loss: 0.0310872 | val_loss: 0.0311618 | Time: 1507.14 ms
[2021-10-04 05:43:26 main:581] : INFO : Epoch 1891 | loss: 0.0310859 | val_loss: 0.0311723 | Time: 1459.17 ms
[2021-10-04 05:43:27 main:581] : INFO : Epoch 1892 | loss: 0.0310863 | val_loss: 0.0311643 | Time: 1411.76 ms
[2021-10-04 05:43:29 main:581] : INFO : Epoch 1893 | loss: 0.0310856 | val_loss: 0.0311696 | Time: 1597.24 ms
[2021-10-04 05:43:31 main:581] : INFO : Epoch 1894 | loss: 0.0310851 | val_loss: 0.0311668 | Time: 1477.62 ms
[2021-10-04 05:43:32 main:581] : INFO : Epoch 1895 | loss: 0.0310849 | val_loss: 0.0311626 | Time: 1452.79 ms
[2021-10-04 05:43:33 main:581] : INFO : Epoch 1896 | loss: 0.0310835 | val_loss: 0.0311625 | Time: 1450.75 ms
[2021-10-04 05:43:35 main:581] : INFO : Epoch 1897 | loss: 0.0310947 | val_loss: 0.0311573 | Time: 1475.75 ms
[2021-10-04 05:43:36 main:581] : INFO : Epoch 1898 | loss: 0.0311154 | val_loss: 0.0311602 | Time: 1445.41 ms
[2021-10-04 05:43:38 main:581] : INFO : Epoch 1899 | loss: 0.0311083 | val_loss: 0.0311516 | Time: 1564.47 ms
[2021-10-04 05:43:39 main:581] : INFO : Epoch 1900 | loss: 0.0311025 | val_loss: 0.0311558 | Time: 1448.32 ms
[2021-10-04 05:43:41 main:581] : INFO : Epoch 1901 | loss: 0.0311025 | val_loss: 0.0311542 | Time: 1434.42 ms
[2021-10-04 05:43:42 main:581] : INFO : Epoch 1902 | loss: 0.0311057 | val_loss: 0.031149 | Time: 1436.4 ms
[2021-10-04 05:43:44 main:581] : INFO : Epoch 1903 | loss: 0.031103 | val_loss: 0.03115 | Time: 1515.43 ms
[2021-10-04 05:43:45 main:581] : INFO : Epoch 1904 | loss: 0.0311002 | val_loss: 0.0311535 | Time: 1501.7 ms
[2021-10-04 05:43:47 main:581] : INFO : Epoch 1905 | loss: 0.0310989 | val_loss: 0.031151 | Time: 1517.45 ms
[2021-10-04 05:43:48 main:581] : INFO : Epoch 1906 | loss: 0.0310998 | val_loss: 0.0311537 | Time: 1507.7 ms
[2021-10-04 05:43:50 main:581] : INFO : Epoch 1907 | loss: 0.0310993 | val_loss: 0.0311567 | Time: 1553.93 ms
[2021-10-04 05:43:51 main:581] : INFO : Epoch 1908 | loss: 0.0310981 | val_loss: 0.0311565 | Time: 1537 ms
[2021-10-04 05:43:53 main:581] : INFO : Epoch 1909 | loss: 0.0310956 | val_loss: 0.0311539 | Time: 1516.93 ms
[2021-10-04 05:43:54 main:581] : INFO : Epoch 1910 | loss: 0.0310945 | val_loss: 0.0311537 | Time: 1559.13 ms
[2021-10-04 05:43:56 main:581] : INFO : Epoch 1911 | loss: 0.031095 | val_loss: 0.0311546 | Time: 1450.06 ms
[2021-10-04 05:43:57 main:581] : INFO : Epoch 1912 | loss: 0.0310916 | val_loss: 0.0311595 | Time: 1471.26 ms
[2021-10-04 05:43:59 main:581] : INFO : Epoch 1913 | loss: 0.0310916 | val_loss: 0.0311585 | Time: 1453.49 ms
[2021-10-04 05:44:00 main:581] : INFO : Epoch 1914 | loss: 0.0310904 | val_loss: 0.0311666 | Time: 1487.93 ms
[2021-10-04 05:44:02 main:581] : INFO : Epoch 1915 | loss: 0.0310909 | val_loss: 0.0311613 | Time: 1492.28 ms
[2021-10-04 05:44:03 main:581] : INFO : Epoch 1916 | loss: 0.0311034 | val_loss: 0.0311595 | Time: 1434.51 ms
[2021-10-04 05:44:05 main:581] : INFO : Epoch 1917 | loss: 0.0311207 | val_loss: 0.0311583 | Time: 1468.48 ms
[2021-10-04 05:44:06 main:581] : INFO : Epoch 1918 | loss: 0.0311171 | val_loss: 0.0311586 | Time: 1461.09 ms
[2021-10-04 05:44:08 main:581] : INFO : Epoch 1919 | loss: 0.0311068 | val_loss: 0.0311581 | Time: 1497.94 ms
[2021-10-04 05:44:09 main:581] : INFO : Epoch 1920 | loss: 0.031102 | val_loss: 0.0311534 | Time: 1449.42 ms
[2021-10-04 05:44:11 main:581] : INFO : Epoch 1921 | loss: 0.0310996 | val_loss: 0.0311623 | Time: 1504.63 ms
[2021-10-04 05:44:12 main:581] : INFO : Epoch 1922 | loss: 0.031097 | val_loss: 0.0311601 | Time: 1422.6 ms
[2021-10-04 05:44:14 main:581] : INFO : Epoch 1923 | loss: 0.0310924 | val_loss: 0.0311621 | Time: 1418.23 ms
[2021-10-04 05:44:15 main:581] : INFO : Epoch 1924 | loss: 0.0310967 | val_loss: 0.0311573 | Time: 1457.92 ms
[2021-10-04 05:44:16 main:581] : INFO : Epoch 1925 | loss: 0.0311071 | val_loss: 0.031159 | Time: 1427.79 ms
[2021-10-04 05:44:18 main:581] : INFO : Epoch 1926 | loss: 0.0311031 | val_loss: 0.0311583 | Time: 1539.01 ms
[2021-10-04 05:44:19 main:581] : INFO : Epoch 1927 | loss: 0.0310985 | val_loss: 0.0311627 | Time: 1443.6 ms
[2021-10-04 05:44:21 main:581] : INFO : Epoch 1928 | loss: 0.0310969 | val_loss: 0.0311639 | Time: 1448.11 ms
[2021-10-04 05:44:22 main:581] : INFO : Epoch 1929 | loss: 0.0310952 | val_loss: 0.0311583 | Time: 1460.22 ms
[2021-10-04 05:44:24 main:581] : INFO : Epoch 1930 | loss: 0.0310934 | val_loss: 0.0311607 | Time: 1449.54 ms
[2021-10-04 05:44:25 main:581] : INFO : Epoch 1931 | loss: 0.0310962 | val_loss: 0.0311595 | Time: 1504.81 ms
[2021-10-04 05:44:27 main:581] : INFO : Epoch 1932 | loss: 0.0310958 | val_loss: 0.0311587 | Time: 1411.23 ms
[2021-10-04 05:44:28 main:581] : INFO : Epoch 1933 | loss: 0.0310922 | val_loss: 0.0311577 | Time: 1411.49 ms
[2021-10-04 05:44:30 main:581] : INFO : Epoch 1934 | loss: 0.0310917 | val_loss: 0.0311643 | Time: 1454.64 ms
[2021-10-04 05:44:31 main:581] : INFO : Epoch 1935 | loss: 0.0310906 | val_loss: 0.031162 | Time: 1461.3 ms
[2021-10-04 05:44:32 main:581] : INFO : Epoch 1936 | loss: 0.0310925 | val_loss: 0.0311668 | Time: 1456.34 ms
[2021-10-04 05:44:34 main:581] : INFO : Epoch 1937 | loss: 0.0310902 | val_loss: 0.0311637 | Time: 1460.05 ms
[2021-10-04 05:44:35 main:581] : INFO : Epoch 1938 | loss: 0.0310917 | val_loss: 0.0311641 | Time: 1501.22 ms
[2021-10-04 05:44:37 main:581] : INFO : Epoch 1939 | loss: 0.0310912 | val_loss: 0.0311611 | Time: 1426.32 ms
[2021-10-04 05:44:38 main:581] : INFO : Epoch 1940 | loss: 0.0310907 | val_loss: 0.0311607 | Time: 1453.42 ms
[2021-10-04 05:44:40 main:581] : INFO : Epoch 1941 | loss: 0.0310877 | val_loss: 0.0311629 | Time: 1481.86 ms
[2021-10-04 05:44:41 main:581] : INFO : Epoch 1942 | loss: 0.0310888 | val_loss: 0.0311587 | Time: 1447.5 ms
[2021-10-04 05:44:43 main:581] : INFO : Epoch 1943 | loss: 0.0310875 | val_loss: 0.0311692 | Time: 1420.94 ms
[2021-10-04 05:44:44 main:581] : INFO : Epoch 1944 | loss: 0.0310843 | val_loss: 0.0311651 | Time: 1463.47 ms
[2021-10-04 05:44:46 main:581] : INFO : Epoch 1945 | loss: 0.0310864 | val_loss: 0.0311649 | Time: 1486.05 ms
[2021-10-04 05:44:47 main:581] : INFO : Epoch 1946 | loss: 0.0310834 | val_loss: 0.0311684 | Time: 1435.33 ms
[2021-10-04 05:44:48 main:581] : INFO : Epoch 1947 | loss: 0.0310875 | val_loss: 0.0311659 | Time: 1433.42 ms
[2021-10-04 05:44:50 main:581] : INFO : Epoch 1948 | loss: 0.0310898 | val_loss: 0.031163 | Time: 1427.74 ms
[2021-10-04 05:44:51 main:581] : INFO : Epoch 1949 | loss: 0.031085 | val_loss: 0.0311653 | Time: 1456.3 ms
[2021-10-04 05:44:53 main:581] : INFO : Epoch 1950 | loss: 0.0310864 | val_loss: 0.0311694 | Time: 1441.64 ms
[2021-10-04 05:44:54 main:581] : INFO : Epoch 1951 | loss: 0.0310919 | val_loss: 0.0311632 | Time: 1419.93 ms
[2021-10-04 05:44:56 main:581] : INFO : Epoch 1952 | loss: 0.0310952 | val_loss: 0.0311646 | Time: 1544.49 ms
[2021-10-04 05:44:57 main:581] : INFO : Epoch 1953 | loss: 0.0310962 | val_loss: 0.0311642 | Time: 1646 ms
[2021-10-04 05:44:59 main:581] : INFO : Epoch 1954 | loss: 0.0311 | val_loss: 0.0311633 | Time: 1464.49 ms
[2021-10-04 05:45:00 main:581] : INFO : Epoch 1955 | loss: 0.0310958 | val_loss: 0.0311698 | Time: 1421.17 ms
[2021-10-04 05:45:02 main:581] : INFO : Epoch 1956 | loss: 0.031091 | val_loss: 0.0311582 | Time: 1413.85 ms
[2021-10-04 05:45:03 main:581] : INFO : Epoch 1957 | loss: 0.0311038 | val_loss: 0.0311561 | Time: 1442.28 ms
[2021-10-04 05:45:05 main:581] : INFO : Epoch 1958 | loss: 0.0311167 | val_loss: 0.0311557 | Time: 1448.47 ms
[2021-10-04 05:45:06 main:581] : INFO : Epoch 1959 | loss: 0.0311082 | val_loss: 0.0311582 | Time: 1510.21 ms
[2021-10-04 05:45:08 main:581] : INFO : Epoch 1960 | loss: 0.0311042 | val_loss: 0.0311582 | Time: 1444.49 ms
[2021-10-04 05:45:09 main:581] : INFO : Epoch 1961 | loss: 0.0311059 | val_loss: 0.031155 | Time: 1455.23 ms
[2021-10-04 05:45:10 main:581] : INFO : Epoch 1962 | loss: 0.0311033 | val_loss: 0.0311527 | Time: 1452.27 ms
[2021-10-04 05:45:12 main:581] : INFO : Epoch 1963 | loss: 0.0310968 | val_loss: 0.0311527 | Time: 1437.18 ms
[2021-10-04 05:45:13 main:581] : INFO : Epoch 1964 | loss: 0.0310963 | val_loss: 0.0311503 | Time: 1441.54 ms
[2021-10-04 05:45:15 main:581] : INFO : Epoch 1965 | loss: 0.0311046 | val_loss: 0.0311529 | Time: 1460.57 ms
[2021-10-04 05:45:16 main:581] : INFO : Epoch 1966 | loss: 0.0311011 | val_loss: 0.0311533 | Time: 1415.46 ms
[2021-10-04 05:45:18 main:581] : INFO : Epoch 1967 | loss: 0.0311091 | val_loss: 0.0311512 | Time: 1542.93 ms
[2021-10-04 05:45:19 main:581] : INFO : Epoch 1968 | loss: 0.0311056 | val_loss: 0.0311599 | Time: 1452.67 ms
[2021-10-04 05:45:21 main:581] : INFO : Epoch 1969 | loss: 0.0311014 | val_loss: 0.0311533 | Time: 1456.59 ms
[2021-10-04 05:45:22 main:581] : INFO : Epoch 1970 | loss: 0.0311019 | val_loss: 0.0311549 | Time: 1595.52 ms
[2021-10-04 05:45:24 main:581] : INFO : Epoch 1971 | loss: 0.0310995 | val_loss: 0.0311575 | Time: 1466.4 ms
[2021-10-04 05:45:25 main:581] : INFO : Epoch 1972 | loss: 0.0310963 | val_loss: 0.0311556 | Time: 1670.98 ms
[2021-10-04 05:45:27 main:581] : INFO : Epoch 1973 | loss: 0.0310948 | val_loss: 0.0311575 | Time: 1458.43 ms
[2021-10-04 05:45:28 main:581] : INFO : Epoch 1974 | loss: 0.0310933 | val_loss: 0.0311575 | Time: 1490.15 ms
[2021-10-04 05:45:30 main:581] : INFO : Epoch 1975 | loss: 0.0310977 | val_loss: 0.0311568 | Time: 1433.56 ms
[2021-10-04 05:45:31 main:581] : INFO : Epoch 1976 | loss: 0.031105 | val_loss: 0.0311695 | Time: 1480.06 ms
[2021-10-04 05:45:33 main:581] : INFO : Epoch 1977 | loss: 0.031103 | val_loss: 0.0311617 | Time: 1472.82 ms
[2021-10-04 05:45:34 main:581] : INFO : Epoch 1978 | loss: 0.0311 | val_loss: 0.0311679 | Time: 1451.57 ms
[2021-10-04 05:45:36 main:581] : INFO : Epoch 1979 | loss: 0.0311278 | val_loss: 0.0314005 | Time: 1437.73 ms
[2021-10-04 05:45:37 main:581] : INFO : Epoch 1980 | loss: 0.0326647 | val_loss: 0.0323078 | Time: 1462.31 ms
[2021-10-04 05:45:39 main:581] : INFO : Epoch 1981 | loss: 0.06263 | val_loss: 0.0468002 | Time: 1435.19 ms
[2021-10-04 05:45:40 main:581] : INFO : Epoch 1982 | loss: 0.0346132 | val_loss: 0.0324556 | Time: 1413.36 ms
[2021-10-04 05:45:41 main:581] : INFO : Epoch 1983 | loss: 0.0316936 | val_loss: 0.031294 | Time: 1472.25 ms
[2021-10-04 05:45:43 main:581] : INFO : Epoch 1984 | loss: 0.0313055 | val_loss: 0.0312585 | Time: 1455.52 ms
[2021-10-04 05:45:44 main:581] : INFO : Epoch 1985 | loss: 0.0312501 | val_loss: 0.0312412 | Time: 1432.77 ms
[2021-10-04 05:45:46 main:581] : INFO : Epoch 1986 | loss: 0.0312363 | val_loss: 0.0312339 | Time: 1427.75 ms
[2021-10-04 05:45:47 main:581] : INFO : Epoch 1987 | loss: 0.03123 | val_loss: 0.0312307 | Time: 1418.92 ms
[2021-10-04 05:45:49 main:581] : INFO : Epoch 1988 | loss: 0.0312277 | val_loss: 0.031228 | Time: 1449.15 ms
[2021-10-04 05:45:50 main:581] : INFO : Epoch 1989 | loss: 0.0312254 | val_loss: 0.0312264 | Time: 1433.89 ms
[2021-10-04 05:45:51 main:581] : INFO : Epoch 1990 | loss: 0.0312232 | val_loss: 0.0312249 | Time: 1475.72 ms
[2021-10-04 05:45:53 main:581] : INFO : Epoch 1991 | loss: 0.0312212 | val_loss: 0.0312228 | Time: 1525.37 ms
[2021-10-04 05:45:55 main:581] : INFO : Epoch 1992 | loss: 0.0312189 | val_loss: 0.0312208 | Time: 1484.33 ms
[2021-10-04 05:45:56 main:581] : INFO : Epoch 1993 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 1525.61 ms
[2021-10-04 05:45:57 main:581] : INFO : Epoch 1994 | loss: 0.0312154 | val_loss: 0.0312173 | Time: 1450.72 ms
[2021-10-04 05:45:59 main:581] : INFO : Epoch 1995 | loss: 0.0312138 | val_loss: 0.031216 | Time: 1448.76 ms
[2021-10-04 05:46:00 main:581] : INFO : Epoch 1996 | loss: 0.0312119 | val_loss: 0.0312141 | Time: 1462.06 ms
[2021-10-04 05:46:02 main:581] : INFO : Epoch 1997 | loss: 0.0312101 | val_loss: 0.0312131 | Time: 1496.37 ms
[2021-10-04 05:46:03 main:581] : INFO : Epoch 1998 | loss: 0.031209 | val_loss: 0.0312126 | Time: 1522.35 ms
[2021-10-04 05:46:05 main:581] : INFO : Epoch 1999 | loss: 0.031207 | val_loss: 0.031212 | Time: 1601.18 ms
[2021-10-04 05:46:06 main:581] : INFO : Epoch 2000 | loss: 0.0312052 | val_loss: 0.0312091 | Time: 1482.87 ms
[2021-10-04 05:46:08 main:581] : INFO : Epoch 2001 | loss: 0.0312037 | val_loss: 0.0312085 | Time: 1544.06 ms
[2021-10-04 05:46:10 main:581] : INFO : Epoch 2002 | loss: 0.0312028 | val_loss: 0.0312079 | Time: 1700.33 ms
[2021-10-04 05:46:11 main:581] : INFO : Epoch 2003 | loss: 0.0312025 | val_loss: 0.0312039 | Time: 1649.74 ms
[2021-10-04 05:46:13 main:581] : INFO : Epoch 2004 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 1616.64 ms
[2021-10-04 05:46:15 main:581] : INFO : Epoch 2005 | loss: 0.0311977 | val_loss: 0.0312014 | Time: 1492.19 ms
[2021-10-04 05:46:16 main:581] : INFO : Epoch 2006 | loss: 0.0311964 | val_loss: 0.0312 | Time: 1566.56 ms
[2021-10-04 05:46:18 main:581] : INFO : Epoch 2007 | loss: 0.0311949 | val_loss: 0.0311991 | Time: 1484.71 ms
[2021-10-04 05:46:19 main:581] : INFO : Epoch 2008 | loss: 0.0311939 | val_loss: 0.0311981 | Time: 1501.08 ms
[2021-10-04 05:46:21 main:581] : INFO : Epoch 2009 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 1497.22 ms
[2021-10-04 05:46:22 main:581] : INFO : Epoch 2010 | loss: 0.0311917 | val_loss: 0.0311962 | Time: 1414.5 ms
[2021-10-04 05:46:23 main:581] : INFO : Epoch 2011 | loss: 0.0311908 | val_loss: 0.031195 | Time: 1482.13 ms
[2021-10-04 05:46:25 main:581] : INFO : Epoch 2012 | loss: 0.0311899 | val_loss: 0.0311947 | Time: 1478.89 ms
[2021-10-04 05:46:26 main:581] : INFO : Epoch 2013 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 1517.07 ms
[2021-10-04 05:46:28 main:581] : INFO : Epoch 2014 | loss: 0.0311884 | val_loss: 0.0311929 | Time: 1446.24 ms
[2021-10-04 05:46:29 main:581] : INFO : Epoch 2015 | loss: 0.0311876 | val_loss: 0.0311931 | Time: 1447.47 ms
[2021-10-04 05:46:31 main:581] : INFO : Epoch 2016 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 1474.55 ms
[2021-10-04 05:46:32 main:581] : INFO : Epoch 2017 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 1457.71 ms
[2021-10-04 05:46:34 main:581] : INFO : Epoch 2018 | loss: 0.0311848 | val_loss: 0.0311899 | Time: 1521.6 ms
[2021-10-04 05:46:35 main:581] : INFO : Epoch 2019 | loss: 0.0311837 | val_loss: 0.0311886 | Time: 1504.08 ms
[2021-10-04 05:46:37 main:581] : INFO : Epoch 2020 | loss: 0.0311827 | val_loss: 0.0311884 | Time: 1418.17 ms
[2021-10-04 05:46:38 main:581] : INFO : Epoch 2021 | loss: 0.031182 | val_loss: 0.0311885 | Time: 1494.49 ms
[2021-10-04 05:46:40 main:581] : INFO : Epoch 2022 | loss: 0.0311813 | val_loss: 0.0311871 | Time: 1487.56 ms
[2021-10-04 05:46:41 main:581] : INFO : Epoch 2023 | loss: 0.0311802 | val_loss: 0.0311871 | Time: 1508.01 ms
[2021-10-04 05:46:43 main:581] : INFO : Epoch 2024 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 1460.4 ms
[2021-10-04 05:46:44 main:581] : INFO : Epoch 2025 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 1483.92 ms
[2021-10-04 05:46:46 main:581] : INFO : Epoch 2026 | loss: 0.0311789 | val_loss: 0.0311856 | Time: 1492.06 ms
[2021-10-04 05:46:47 main:581] : INFO : Epoch 2027 | loss: 0.0311783 | val_loss: 0.0311852 | Time: 1477.44 ms
[2021-10-04 05:46:49 main:581] : INFO : Epoch 2028 | loss: 0.0311781 | val_loss: 0.0311852 | Time: 1575.64 ms
[2021-10-04 05:46:50 main:581] : INFO : Epoch 2029 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 1581.7 ms
[2021-10-04 05:46:52 main:581] : INFO : Epoch 2030 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 1513.8 ms
[2021-10-04 05:46:53 main:581] : INFO : Epoch 2031 | loss: 0.0311773 | val_loss: 0.031184 | Time: 1499.55 ms
[2021-10-04 05:46:55 main:581] : INFO : Epoch 2032 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 1498.88 ms
[2021-10-04 05:46:56 main:581] : INFO : Epoch 2033 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 1575.46 ms
[2021-10-04 05:46:58 main:581] : INFO : Epoch 2034 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 1439.67 ms
[2021-10-04 05:46:59 main:581] : INFO : Epoch 2035 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 1451.95 ms
[2021-10-04 05:47:01 main:581] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 1504.82 ms
[2021-10-04 05:47:02 main:581] : INFO : Epoch 2037 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 1476.59 ms
[2021-10-04 05:47:04 main:581] : INFO : Epoch 2038 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 1497.91 ms
[2021-10-04 05:47:05 main:581] : INFO : Epoch 2039 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 1508.01 ms
[2021-10-04 05:47:07 main:581] : INFO : Epoch 2040 | loss: 0.031174 | val_loss: 0.0311771 | Time: 1470.43 ms
[2021-10-04 05:47:08 main:581] : INFO : Epoch 2041 | loss: 0.031173 | val_loss: 0.0311766 | Time: 1458.84 ms
[2021-10-04 05:47:10 main:581] : INFO : Epoch 2042 | loss: 0.031172 | val_loss: 0.0311762 | Time: 1479.02 ms
[2021-10-04 05:47:11 main:581] : INFO : Epoch 2043 | loss: 0.031172 | val_loss: 0.0311757 | Time: 1456.92 ms
[2021-10-04 05:47:13 main:581] : INFO : Epoch 2044 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1491.61 ms
[2021-10-04 05:47:14 main:581] : INFO : Epoch 2045 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 1479.72 ms
[2021-10-04 05:47:16 main:581] : INFO : Epoch 2046 | loss: 0.03117 | val_loss: 0.0311741 | Time: 1509.55 ms
[2021-10-04 05:47:17 main:581] : INFO : Epoch 2047 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 1506.62 ms
[2021-10-04 05:47:19 main:581] : INFO : Epoch 2048 | loss: 0.0311698 | val_loss: 0.0311734 | Time: 1442.05 ms
[2021-10-04 05:47:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311734
[2021-10-04 05:47:19 main:610] : INFO : Saving end state to config to file
[2021-10-04 05:47:19 main:615] : INFO : Success, exiting..
05:47:19 (15122): 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)