Task 9537567
| Name | ParityModified-1636226873-27028-3-0_0 |
| Workunit | 6949767 |
| Created | 6 Dec 2021, 16:37:17 UTC |
| Sent | 14 Dec 2021, 17:26:50 UTC |
| Report deadline | 22 Dec 2021, 17:26:50 UTC |
| Received | 15 Dec 2021, 23:23:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16125 |
| Run time | 55 min 32 sec |
| CPU time | 50 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,978.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311466 | val_loss: 0.0311627 | Time: 1450.56 ms
[2021-12-15 22:09:35 main:574] : INFO : Epoch 1543 | loss: 0.0311441 | val_loss: 0.0311669 | Time: 1435.55 ms
[2021-12-15 22:09:37 main:574] : INFO : Epoch 1544 | loss: 0.0311441 | val_loss: 0.0311637 | Time: 1529.35 ms
[2021-12-15 22:09:38 main:574] : INFO : Epoch 1545 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 1430.2 ms
[2021-12-15 22:09:40 main:574] : INFO : Epoch 1546 | loss: 0.0311443 | val_loss: 0.031169 | Time: 1503.85 ms
[2021-12-15 22:09:41 main:574] : INFO : Epoch 1547 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 1477.96 ms
[2021-12-15 22:09:43 main:574] : INFO : Epoch 1548 | loss: 0.0311442 | val_loss: 0.031162 | Time: 1501.6 ms
[2021-12-15 22:09:45 main:574] : INFO : Epoch 1549 | loss: 0.0311453 | val_loss: 0.0311633 | Time: 1476.86 ms
[2021-12-15 22:09:46 main:574] : INFO : Epoch 1550 | loss: 0.0311463 | val_loss: 0.0311634 | Time: 1495.5 ms
[2021-12-15 22:09:48 main:574] : INFO : Epoch 1551 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 1449.59 ms
[2021-12-15 22:09:49 main:574] : INFO : Epoch 1552 | loss: 0.0311503 | val_loss: 0.0311656 | Time: 1460.75 ms
[2021-12-15 22:09:51 main:574] : INFO : Epoch 1553 | loss: 0.0311476 | val_loss: 0.031165 | Time: 1461.49 ms
[2021-12-15 22:09:52 main:574] : INFO : Epoch 1554 | loss: 0.0311501 | val_loss: 0.0311605 | Time: 1537.45 ms
[2021-12-15 22:09:54 main:574] : INFO : Epoch 1555 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1486.11 ms
[2021-12-15 22:09:56 main:574] : INFO : Epoch 1556 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 1499.93 ms
[2021-12-15 22:09:57 main:574] : INFO : Epoch 1557 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 1482.45 ms
[2021-12-15 22:09:59 main:574] : INFO : Epoch 1558 | loss: 0.0311478 | val_loss: 0.0311616 | Time: 1486.6 ms
[2021-12-15 22:10:00 main:574] : INFO : Epoch 1559 | loss: 0.0311464 | val_loss: 0.0311605 | Time: 1453.46 ms
[2021-12-15 22:10:02 main:574] : INFO : Epoch 1560 | loss: 0.0311504 | val_loss: 0.0311628 | Time: 1455.51 ms
[2021-12-15 22:10:03 main:574] : INFO : Epoch 1561 | loss: 0.0311488 | val_loss: 0.0311683 | Time: 1477.19 ms
[2021-12-15 22:10:05 main:574] : INFO : Epoch 1562 | loss: 0.0311477 | val_loss: 0.0311677 | Time: 1458.66 ms
[2021-12-15 22:10:06 main:574] : INFO : Epoch 1563 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 1522.94 ms
[2021-12-15 22:10:08 main:574] : INFO : Epoch 1564 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 1456 ms
[2021-12-15 22:10:09 main:574] : INFO : Epoch 1565 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 1500.41 ms
[2021-12-15 22:10:11 main:574] : INFO : Epoch 1566 | loss: 0.0311465 | val_loss: 0.0311584 | Time: 1485.98 ms
[2021-12-15 22:10:12 main:574] : INFO : Epoch 1567 | loss: 0.0311485 | val_loss: 0.0311621 | Time: 1477.87 ms
[2021-12-15 22:10:14 main:574] : INFO : Epoch 1568 | loss: 0.0311471 | val_loss: 0.0311619 | Time: 1482.82 ms
[2021-12-15 22:10:15 main:574] : INFO : Epoch 1569 | loss: 0.0311459 | val_loss: 0.0311602 | Time: 1448.42 ms
[2021-12-15 22:10:17 main:574] : INFO : Epoch 1570 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 1497.03 ms
[2021-12-15 22:10:18 main:574] : INFO : Epoch 1571 | loss: 0.0311488 | val_loss: 0.03116 | Time: 1474.44 ms
[2021-12-15 22:10:20 main:574] : INFO : Epoch 1572 | loss: 0.0311443 | val_loss: 0.0311629 | Time: 1499.06 ms
[2021-12-15 22:10:22 main:574] : INFO : Epoch 1573 | loss: 0.0311449 | val_loss: 0.0311653 | Time: 1503.74 ms
[2021-12-15 22:10:23 main:574] : INFO : Epoch 1574 | loss: 0.0311507 | val_loss: 0.0311687 | Time: 1471.48 ms
[2021-12-15 22:10:25 main:574] : INFO : Epoch 1575 | loss: 0.0311485 | val_loss: 0.0311607 | Time: 1489.88 ms
[2021-12-15 22:10:26 main:574] : INFO : Epoch 1576 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 1521.61 ms
[2021-12-15 22:10:28 main:574] : INFO : Epoch 1577 | loss: 0.0311533 | val_loss: 0.0311737 | Time: 1525.5 ms
[2021-12-15 22:10:30 main:574] : INFO : Epoch 1578 | loss: 0.0312873 | val_loss: 0.041041 | Time: 1470.99 ms
[2021-12-15 22:10:31 main:574] : INFO : Epoch 1579 | loss: 0.0373174 | val_loss: 0.0330567 | Time: 1440.95 ms
[2021-12-15 22:10:33 main:574] : INFO : Epoch 1580 | loss: 0.0341034 | val_loss: 0.0317933 | Time: 1477.85 ms
[2021-12-15 22:10:34 main:574] : INFO : Epoch 1581 | loss: 0.031512 | val_loss: 0.0312983 | Time: 1543.88 ms
[2021-12-15 22:10:36 main:574] : INFO : Epoch 1582 | loss: 0.0312748 | val_loss: 0.0312324 | Time: 1435.3 ms
[2021-12-15 22:10:37 main:574] : INFO : Epoch 1583 | loss: 0.031222 | val_loss: 0.0312114 | Time: 1464.66 ms
[2021-12-15 22:10:39 main:574] : INFO : Epoch 1584 | loss: 0.0312072 | val_loss: 0.0312003 | Time: 1475.23 ms
[2021-12-15 22:10:40 main:574] : INFO : Epoch 1585 | loss: 0.0311998 | val_loss: 0.0311945 | Time: 1476.04 ms
[2021-12-15 22:10:42 main:574] : INFO : Epoch 1586 | loss: 0.031195 | val_loss: 0.0311904 | Time: 1486.35 ms
[2021-12-15 22:10:43 main:574] : INFO : Epoch 1587 | loss: 0.0311908 | val_loss: 0.0311851 | Time: 1445.07 ms
[2021-12-15 22:10:45 main:574] : INFO : Epoch 1588 | loss: 0.031187 | val_loss: 0.031181 | Time: 1517.79 ms
[2021-12-15 22:10:46 main:574] : INFO : Epoch 1589 | loss: 0.031184 | val_loss: 0.031178 | Time: 1453.93 ms
[2021-12-15 22:10:48 main:574] : INFO : Epoch 1590 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1511.34 ms
[2021-12-15 22:10:49 main:574] : INFO : Epoch 1591 | loss: 0.0311834 | val_loss: 0.0311793 | Time: 1484.61 ms
[2021-12-15 22:10:51 main:574] : INFO : Epoch 1592 | loss: 0.0311799 | val_loss: 0.0311764 | Time: 1473.01 ms
[2021-12-15 22:10:53 main:574] : INFO : Epoch 1593 | loss: 0.0311738 | val_loss: 0.0311706 | Time: 1512.54 ms
[2021-12-15 22:10:54 main:574] : INFO : Epoch 1594 | loss: 0.0311703 | val_loss: 0.0311705 | Time: 1494.34 ms
[2021-12-15 22:10:56 main:574] : INFO : Epoch 1595 | loss: 0.0311683 | val_loss: 0.0311685 | Time: 1530.32 ms
[2021-12-15 22:10:57 main:574] : INFO : Epoch 1596 | loss: 0.0311667 | val_loss: 0.031167 | Time: 1486.75 ms
[2021-12-15 22:10:59 main:574] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311663 | Time: 1480.09 ms
[2021-12-15 22:11:00 main:574] : INFO : Epoch 1598 | loss: 0.0311638 | val_loss: 0.0311673 | Time: 1436.08 ms
[2021-12-15 22:11:02 main:574] : INFO : Epoch 1599 | loss: 0.0311633 | val_loss: 0.0311646 | Time: 1447.98 ms
[2021-12-15 22:11:03 main:574] : INFO : Epoch 1600 | loss: 0.0311618 | val_loss: 0.0311643 | Time: 1464.49 ms
[2021-12-15 22:11:05 main:574] : INFO : Epoch 1601 | loss: 0.031162 | val_loss: 0.031163 | Time: 1467.49 ms
[2021-12-15 22:11:06 main:574] : INFO : Epoch 1602 | loss: 0.0311615 | val_loss: 0.0311643 | Time: 1480.55 ms
[2021-12-15 22:11:08 main:574] : INFO : Epoch 1603 | loss: 0.0311608 | val_loss: 0.0311641 | Time: 1506.72 ms
[2021-12-15 22:11:09 main:574] : INFO : Epoch 1604 | loss: 0.0311607 | val_loss: 0.0311638 | Time: 1474.37 ms
[2021-12-15 22:11:11 main:574] : INFO : Epoch 1605 | loss: 0.0311602 | val_loss: 0.031162 | Time: 1466.86 ms
[2021-12-15 22:11:12 main:574] : INFO : Epoch 1606 | loss: 0.0311588 | val_loss: 0.03116 | Time: 1482.62 ms
[2021-12-15 22:11:14 main:574] : INFO : Epoch 1607 | loss: 0.0311575 | val_loss: 0.0311603 | Time: 1498.49 ms
[2021-12-15 22:11:16 main:574] : INFO : Epoch 1608 | loss: 0.0311569 | val_loss: 0.0311588 | Time: 1493.29 ms
[2021-12-15 22:11:17 main:574] : INFO : Epoch 1609 | loss: 0.031156 | val_loss: 0.0311594 | Time: 1472.9 ms
[2021-12-15 22:11:19 main:574] : INFO : Epoch 1610 | loss: 0.0311553 | val_loss: 0.0311592 | Time: 1466.7 ms
[2021-12-15 22:11:20 main:574] : INFO : Epoch 1611 | loss: 0.0311554 | val_loss: 0.0311611 | Time: 1450.9 ms
[2021-12-15 22:11:22 main:574] : INFO : Epoch 1612 | loss: 0.0311567 | val_loss: 0.0311582 | Time: 1493.22 ms
[2021-12-15 22:11:23 main:574] : INFO : Epoch 1613 | loss: 0.0311574 | val_loss: 0.0311588 | Time: 1507.48 ms
[2021-12-15 22:11:25 main:574] : INFO : Epoch 1614 | loss: 0.0311573 | val_loss: 0.0311572 | Time: 1514.83 ms
[2021-12-15 22:11:26 main:574] : INFO : Epoch 1615 | loss: 0.0311569 | val_loss: 0.0311579 | Time: 1527.74 ms
[2021-12-15 22:11:28 main:574] : INFO : Epoch 1616 | loss: 0.031159 | val_loss: 0.0311602 | Time: 1515.72 ms
[2021-12-15 22:11:29 main:574] : INFO : Epoch 1617 | loss: 0.0311587 | val_loss: 0.0311595 | Time: 1443.76 ms
[2021-12-15 22:11:31 main:574] : INFO : Epoch 1618 | loss: 0.0311559 | val_loss: 0.0311579 | Time: 1463.23 ms
[2021-12-15 22:11:32 main:574] : INFO : Epoch 1619 | loss: 0.0311552 | val_loss: 0.0311586 | Time: 1499.69 ms
[2021-12-15 22:11:34 main:574] : INFO : Epoch 1620 | loss: 0.0311542 | val_loss: 0.0311556 | Time: 1466.78 ms
[2021-12-15 22:11:35 main:574] : INFO : Epoch 1621 | loss: 0.0311541 | val_loss: 0.0311558 | Time: 1449.42 ms
[2021-12-15 22:11:37 main:574] : INFO : Epoch 1622 | loss: 0.0311524 | val_loss: 0.0311556 | Time: 1531.98 ms
[2021-12-15 22:11:39 main:574] : INFO : Epoch 1623 | loss: 0.0311522 | val_loss: 0.0311555 | Time: 1473.05 ms
[2021-12-15 22:11:40 main:574] : INFO : Epoch 1624 | loss: 0.0311516 | val_loss: 0.0311539 | Time: 1520.3 ms
[2021-12-15 22:11:42 main:574] : INFO : Epoch 1625 | loss: 0.0311514 | val_loss: 0.0311572 | Time: 1489.08 ms
[2021-12-15 22:11:43 main:574] : INFO : Epoch 1626 | loss: 0.0311537 | val_loss: 0.0311586 | Time: 1468.03 ms
[2021-12-15 22:11:45 main:574] : INFO : Epoch 1627 | loss: 0.0311537 | val_loss: 0.0311559 | Time: 1466.65 ms
[2021-12-15 22:11:46 main:574] : INFO : Epoch 1628 | loss: 0.0311511 | val_loss: 0.0311559 | Time: 1478.38 ms
[2021-12-15 22:11:48 main:574] : INFO : Epoch 1629 | loss: 0.0311496 | val_loss: 0.0311577 | Time: 1538.16 ms
[2021-12-15 22:11:49 main:574] : INFO : Epoch 1630 | loss: 0.0311505 | val_loss: 0.0311565 | Time: 1508.33 ms
[2021-12-15 22:11:51 main:574] : INFO : Epoch 1631 | loss: 0.0311486 | val_loss: 0.0311567 | Time: 1472.01 ms
[2021-12-15 22:11:52 main:574] : INFO : Epoch 1632 | loss: 0.031149 | val_loss: 0.0311584 | Time: 1428.2 ms
[2021-12-15 22:11:54 main:574] : INFO : Epoch 1633 | loss: 0.0311498 | val_loss: 0.0311574 | Time: 1469.97 ms
[2021-12-15 22:11:56 main:574] : INFO : Epoch 1634 | loss: 0.0311514 | val_loss: 0.0311576 | Time: 1469.48 ms
[2021-12-15 22:11:57 main:574] : INFO : Epoch 1635 | loss: 0.0311514 | val_loss: 0.031158 | Time: 1467.71 ms
[2021-12-15 22:11:59 main:574] : INFO : Epoch 1636 | loss: 0.0311516 | val_loss: 0.0311602 | Time: 1553.64 ms
[2021-12-15 22:12:00 main:574] : INFO : Epoch 1637 | loss: 0.0311508 | val_loss: 0.0311604 | Time: 1446.17 ms
[2021-12-15 22:12:02 main:574] : INFO : Epoch 1638 | loss: 0.0311511 | val_loss: 0.0311576 | Time: 1425.68 ms
[2021-12-15 22:12:03 main:574] : INFO : Epoch 1639 | loss: 0.031149 | val_loss: 0.0311556 | Time: 1506.26 ms
[2021-12-15 22:12:05 main:574] : INFO : Epoch 1640 | loss: 0.0311486 | val_loss: 0.031157 | Time: 1522.24 ms
[2021-12-15 22:12:06 main:574] : INFO : Epoch 1641 | loss: 0.0311479 | val_loss: 0.0311586 | Time: 1457.98 ms
[2021-12-15 22:12:08 main:574] : INFO : Epoch 1642 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 1484.04 ms
[2021-12-15 22:12:10 main:574] : INFO : Epoch 1643 | loss: 0.0311484 | val_loss: 0.0311606 | Time: 1484.45 ms
[2021-12-15 22:12:11 main:574] : INFO : Epoch 1644 | loss: 0.0311476 | val_loss: 0.0311585 | Time: 1470.01 ms
[2021-12-15 22:12:13 main:574] : INFO : Epoch 1645 | loss: 0.031147 | val_loss: 0.0311579 | Time: 1480.16 ms
[2021-12-15 22:12:15 main:574] : INFO : Epoch 1646 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 1454.23 ms
[2021-12-15 22:12:16 main:574] : INFO : Epoch 1647 | loss: 0.031148 | val_loss: 0.0311574 | Time: 1487.94 ms
[2021-12-15 22:12:18 main:574] : INFO : Epoch 1648 | loss: 0.0311485 | val_loss: 0.0311583 | Time: 1479.89 ms
[2021-12-15 22:12:19 main:574] : INFO : Epoch 1649 | loss: 0.0311467 | val_loss: 0.0311552 | Time: 1509.71 ms
[2021-12-15 22:12:21 main:574] : INFO : Epoch 1650 | loss: 0.031145 | val_loss: 0.0311536 | Time: 1479.94 ms
[2021-12-15 22:12:22 main:574] : INFO : Epoch 1651 | loss: 0.0311445 | val_loss: 0.0311543 | Time: 1493 ms
[2021-12-15 22:12:24 main:574] : INFO : Epoch 1652 | loss: 0.0311454 | val_loss: 0.0311549 | Time: 1446.48 ms
[2021-12-15 22:12:25 main:574] : INFO : Epoch 1653 | loss: 0.0311459 | val_loss: 0.0311562 | Time: 1461.87 ms
[2021-12-15 22:12:27 main:574] : INFO : Epoch 1654 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 1508.29 ms
[2021-12-15 22:12:28 main:574] : INFO : Epoch 1655 | loss: 0.0311481 | val_loss: 0.0311591 | Time: 1520.85 ms
[2021-12-15 22:12:30 main:574] : INFO : Epoch 1656 | loss: 0.0311482 | val_loss: 0.0311585 | Time: 1495.6 ms
[2021-12-15 22:12:31 main:574] : INFO : Epoch 1657 | loss: 0.0311472 | val_loss: 0.0311566 | Time: 1469.93 ms
[2021-12-15 22:12:33 main:574] : INFO : Epoch 1658 | loss: 0.0311464 | val_loss: 0.0311558 | Time: 1438.17 ms
[2021-12-15 22:12:34 main:574] : INFO : Epoch 1659 | loss: 0.0311451 | val_loss: 0.031157 | Time: 1431 ms
[2021-12-15 22:12:36 main:574] : INFO : Epoch 1660 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 1490.81 ms
[2021-12-15 22:12:37 main:574] : INFO : Epoch 1661 | loss: 0.0311528 | val_loss: 0.0311586 | Time: 1437.54 ms
[2021-12-15 22:12:39 main:574] : INFO : Epoch 1662 | loss: 0.0311509 | val_loss: 0.0311591 | Time: 1577.91 ms
[2021-12-15 22:12:41 main:574] : INFO : Epoch 1663 | loss: 0.0311493 | val_loss: 0.0311599 | Time: 1511.63 ms
[2021-12-15 22:12:42 main:574] : INFO : Epoch 1664 | loss: 0.0311485 | val_loss: 0.0311598 | Time: 1451.69 ms
[2021-12-15 22:12:44 main:574] : INFO : Epoch 1665 | loss: 0.0311475 | val_loss: 0.0311599 | Time: 1446.68 ms
[2021-12-15 22:12:45 main:574] : INFO : Epoch 1666 | loss: 0.0311466 | val_loss: 0.0311597 | Time: 1459.67 ms
[2021-12-15 22:12:47 main:574] : INFO : Epoch 1667 | loss: 0.0311468 | val_loss: 0.0311601 | Time: 1453.2 ms
[2021-12-15 22:12:48 main:574] : INFO : Epoch 1668 | loss: 0.0311459 | val_loss: 0.0311601 | Time: 1493.7 ms
[2021-12-15 22:12:50 main:574] : INFO : Epoch 1669 | loss: 0.0311464 | val_loss: 0.0311614 | Time: 1549.83 ms
[2021-12-15 22:12:52 main:574] : INFO : Epoch 1670 | loss: 0.0311451 | val_loss: 0.0311571 | Time: 1482.41 ms
[2021-12-15 22:12:53 main:574] : INFO : Epoch 1671 | loss: 0.0311449 | val_loss: 0.0311562 | Time: 1441.08 ms
[2021-12-15 22:12:55 main:574] : INFO : Epoch 1672 | loss: 0.031146 | val_loss: 0.031156 | Time: 1475.86 ms
[2021-12-15 22:12:56 main:574] : INFO : Epoch 1673 | loss: 0.0311466 | val_loss: 0.0311581 | Time: 1466.35 ms
[2021-12-15 22:12:58 main:574] : INFO : Epoch 1674 | loss: 0.0311522 | val_loss: 0.0311645 | Time: 1441.77 ms
[2021-12-15 22:12:59 main:574] : INFO : Epoch 1675 | loss: 0.0311537 | val_loss: 0.0311663 | Time: 1501.66 ms
[2021-12-15 22:13:01 main:574] : INFO : Epoch 1676 | loss: 0.0311565 | val_loss: 0.0311723 | Time: 1633.8 ms
[2021-12-15 22:13:02 main:574] : INFO : Epoch 1677 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 1471.33 ms
[2021-12-15 22:13:04 main:574] : INFO : Epoch 1678 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 1449.05 ms
[2021-12-15 22:13:05 main:574] : INFO : Epoch 1679 | loss: 0.0311556 | val_loss: 0.0311663 | Time: 1470.86 ms
[2021-12-15 22:13:07 main:574] : INFO : Epoch 1680 | loss: 0.0311549 | val_loss: 0.0311668 | Time: 1477.68 ms
[2021-12-15 22:13:08 main:574] : INFO : Epoch 1681 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 1478.92 ms
[2021-12-15 22:13:10 main:574] : INFO : Epoch 1682 | loss: 0.0311533 | val_loss: 0.0311641 | Time: 1460.16 ms
[2021-12-15 22:13:12 main:574] : INFO : Epoch 1683 | loss: 0.0311535 | val_loss: 0.0311642 | Time: 1569.96 ms
[2021-12-15 22:13:13 main:574] : INFO : Epoch 1684 | loss: 0.0311532 | val_loss: 0.0311626 | Time: 1418.04 ms
[2021-12-15 22:13:14 main:574] : INFO : Epoch 1685 | loss: 0.0311534 | val_loss: 0.0311635 | Time: 1411.65 ms
[2021-12-15 22:13:16 main:574] : INFO : Epoch 1686 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 1474.19 ms
[2021-12-15 22:13:18 main:574] : INFO : Epoch 1687 | loss: 0.0311519 | val_loss: 0.0311657 | Time: 1478.53 ms
[2021-12-15 22:13:19 main:574] : INFO : Epoch 1688 | loss: 0.0311517 | val_loss: 0.0311648 | Time: 1447.58 ms
[2021-12-15 22:13:21 main:574] : INFO : Epoch 1689 | loss: 0.0311505 | val_loss: 0.0311657 | Time: 1506.39 ms
[2021-12-15 22:13:22 main:574] : INFO : Epoch 1690 | loss: 0.0311504 | val_loss: 0.031168 | Time: 1531.17 ms
[2021-12-15 22:13:24 main:574] : INFO : Epoch 1691 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 1470.16 ms
[2021-12-15 22:13:25 main:574] : INFO : Epoch 1692 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 1441.02 ms
[2021-12-15 22:13:27 main:574] : INFO : Epoch 1693 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 1469.14 ms
[2021-12-15 22:13:28 main:574] : INFO : Epoch 1694 | loss: 0.031153 | val_loss: 0.0311679 | Time: 1479.69 ms
[2021-12-15 22:13:30 main:574] : INFO : Epoch 1695 | loss: 0.0311516 | val_loss: 0.0311663 | Time: 1466.4 ms
[2021-12-15 22:13:32 main:574] : INFO : Epoch 1696 | loss: 0.0311501 | val_loss: 0.0311662 | Time: 1553.74 ms
[2021-12-15 22:13:33 main:574] : INFO : Epoch 1697 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 1412.01 ms
[2021-12-15 22:13:35 main:574] : INFO : Epoch 1698 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 1496.67 ms
[2021-12-15 22:13:36 main:574] : INFO : Epoch 1699 | loss: 0.0311513 | val_loss: 0.031167 | Time: 1474.28 ms
[2021-12-15 22:13:38 main:574] : INFO : Epoch 1700 | loss: 0.0311503 | val_loss: 0.0311685 | Time: 1458.99 ms
[2021-12-15 22:13:40 main:574] : INFO : Epoch 1701 | loss: 0.03115 | val_loss: 0.0311682 | Time: 1491.48 ms
[2021-12-15 22:13:41 main:574] : INFO : Epoch 1702 | loss: 0.0311508 | val_loss: 0.031168 | Time: 1502.15 ms
[2021-12-15 22:13:43 main:574] : INFO : Epoch 1703 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 1493.71 ms
[2021-12-15 22:13:44 main:574] : INFO : Epoch 1704 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 1462.99 ms
[2021-12-15 22:13:46 main:574] : INFO : Epoch 1705 | loss: 0.0311496 | val_loss: 0.0311665 | Time: 1419.53 ms
[2021-12-15 22:13:47 main:574] : INFO : Epoch 1706 | loss: 0.0311487 | val_loss: 0.0311675 | Time: 1466.37 ms
[2021-12-15 22:13:49 main:574] : INFO : Epoch 1707 | loss: 0.031149 | val_loss: 0.0311672 | Time: 1440.75 ms
[2021-12-15 22:13:50 main:574] : INFO : Epoch 1708 | loss: 0.0311478 | val_loss: 0.0311673 | Time: 1402.35 ms
[2021-12-15 22:13:52 main:574] : INFO : Epoch 1709 | loss: 0.0311483 | val_loss: 0.0311675 | Time: 1513.63 ms
[2021-12-15 22:13:53 main:574] : INFO : Epoch 1710 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 1510.95 ms
[2021-12-15 22:13:55 main:574] : INFO : Epoch 1711 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 1436.61 ms
[2021-12-15 22:13:56 main:574] : INFO : Epoch 1712 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 1480.78 ms
[2021-12-15 22:13:58 main:574] : INFO : Epoch 1713 | loss: 0.0311482 | val_loss: 0.031163 | Time: 1495.96 ms
[2021-12-15 22:14:00 main:574] : INFO : Epoch 1714 | loss: 0.0311483 | val_loss: 0.0311631 | Time: 1441.86 ms
[2021-12-15 22:14:01 main:574] : INFO : Epoch 1715 | loss: 0.0311469 | val_loss: 0.0311621 | Time: 1483.29 ms
[2021-12-15 22:14:03 main:574] : INFO : Epoch 1716 | loss: 0.0311465 | val_loss: 0.0311644 | Time: 1548.64 ms
[2021-12-15 22:14:04 main:574] : INFO : Epoch 1717 | loss: 0.0311472 | val_loss: 0.031163 | Time: 1455.46 ms
[2021-12-15 22:14:06 main:574] : INFO : Epoch 1718 | loss: 0.0311464 | val_loss: 0.0311617 | Time: 1479.4 ms
[2021-12-15 22:14:07 main:574] : INFO : Epoch 1719 | loss: 0.0311465 | val_loss: 0.0311627 | Time: 1462.29 ms
[2021-12-15 22:14:09 main:574] : INFO : Epoch 1720 | loss: 0.0311466 | val_loss: 0.0311623 | Time: 1547.96 ms
[2021-12-15 22:14:10 main:574] : INFO : Epoch 1721 | loss: 0.0311473 | val_loss: 0.031161 | Time: 1426.69 ms
[2021-12-15 22:14:12 main:574] : INFO : Epoch 1722 | loss: 0.0311464 | val_loss: 0.0311598 | Time: 1508.92 ms
[2021-12-15 22:14:14 main:574] : INFO : Epoch 1723 | loss: 0.0311444 | val_loss: 0.0311632 | Time: 1521.09 ms
[2021-12-15 22:14:15 main:574] : INFO : Epoch 1724 | loss: 0.0311447 | val_loss: 0.0311606 | Time: 1486.65 ms
[2021-12-15 22:14:17 main:574] : INFO : Epoch 1725 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 1479.79 ms
[2021-12-15 22:14:18 main:574] : INFO : Epoch 1726 | loss: 0.0311449 | val_loss: 0.0311611 | Time: 1460.78 ms
[2021-12-15 22:14:20 main:574] : INFO : Epoch 1727 | loss: 0.0311433 | val_loss: 0.0311611 | Time: 1475.95 ms
[2021-12-15 22:14:21 main:574] : INFO : Epoch 1728 | loss: 0.0311436 | val_loss: 0.0311621 | Time: 1424.71 ms
[2021-12-15 22:14:23 main:574] : INFO : Epoch 1729 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 1502.49 ms
[2021-12-15 22:14:24 main:574] : INFO : Epoch 1730 | loss: 0.0311433 | val_loss: 0.0311646 | Time: 1518.37 ms
[2021-12-15 22:14:26 main:574] : INFO : Epoch 1731 | loss: 0.0311446 | val_loss: 0.031162 | Time: 1442.18 ms
[2021-12-15 22:14:27 main:574] : INFO : Epoch 1732 | loss: 0.0311432 | val_loss: 0.0311618 | Time: 1437.96 ms
[2021-12-15 22:14:29 main:574] : INFO : Epoch 1733 | loss: 0.0311433 | val_loss: 0.031163 | Time: 1548.99 ms
[2021-12-15 22:14:30 main:574] : INFO : Epoch 1734 | loss: 0.0311449 | val_loss: 0.0311615 | Time: 1463.3 ms
[2021-12-15 22:14:32 main:574] : INFO : Epoch 1735 | loss: 0.0311441 | val_loss: 0.0311617 | Time: 1492.47 ms
[2021-12-15 22:14:33 main:574] : INFO : Epoch 1736 | loss: 0.0311434 | val_loss: 0.0311621 | Time: 1453.59 ms
[2021-12-15 22:14:35 main:574] : INFO : Epoch 1737 | loss: 0.0311456 | val_loss: 0.0311623 | Time: 1489.83 ms
[2021-12-15 22:14:36 main:574] : INFO : Epoch 1738 | loss: 0.0311458 | val_loss: 0.0311622 | Time: 1435.77 ms
[2021-12-15 22:14:38 main:574] : INFO : Epoch 1739 | loss: 0.0311472 | val_loss: 0.0311644 | Time: 1483.03 ms
[2021-12-15 22:14:40 main:574] : INFO : Epoch 1740 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 1501.24 ms
[2021-12-15 22:14:41 main:574] : INFO : Epoch 1741 | loss: 0.0311459 | val_loss: 0.0311635 | Time: 1479.12 ms
[2021-12-15 22:14:43 main:574] : INFO : Epoch 1742 | loss: 0.0311464 | val_loss: 0.031165 | Time: 1517.95 ms
[2021-12-15 22:14:44 main:574] : INFO : Epoch 1743 | loss: 0.0311478 | val_loss: 0.031164 | Time: 1486.46 ms
[2021-12-15 22:14:46 main:574] : INFO : Epoch 1744 | loss: 0.0311466 | val_loss: 0.0311623 | Time: 1471.66 ms
[2021-12-15 22:14:47 main:574] : INFO : Epoch 1745 | loss: 0.0311462 | val_loss: 0.0311601 | Time: 1449.27 ms
[2021-12-15 22:14:49 main:574] : INFO : Epoch 1746 | loss: 0.0311439 | val_loss: 0.0311609 | Time: 1487.56 ms
[2021-12-15 22:14:51 main:574] : INFO : Epoch 1747 | loss: 0.0311433 | val_loss: 0.0311614 | Time: 1474.97 ms
[2021-12-15 22:14:52 main:574] : INFO : Epoch 1748 | loss: 0.0311444 | val_loss: 0.031159 | Time: 1490.37 ms
[2021-12-15 22:14:54 main:574] : INFO : Epoch 1749 | loss: 0.0311458 | val_loss: 0.0311626 | Time: 1507.94 ms
[2021-12-15 22:14:55 main:574] : INFO : Epoch 1750 | loss: 0.0311476 | val_loss: 0.0311631 | Time: 1469.88 ms
[2021-12-15 22:14:57 main:574] : INFO : Epoch 1751 | loss: 0.0311481 | val_loss: 0.0311621 | Time: 1434.24 ms
[2021-12-15 22:14:58 main:574] : INFO : Epoch 1752 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 1477.58 ms
[2021-12-15 22:15:00 main:574] : INFO : Epoch 1753 | loss: 0.0311451 | val_loss: 0.0311591 | Time: 1450.23 ms
[2021-12-15 22:15:01 main:574] : INFO : Epoch 1754 | loss: 0.031145 | val_loss: 0.0311592 | Time: 1479.47 ms
[2021-12-15 22:15:03 main:574] : INFO : Epoch 1755 | loss: 0.0311469 | val_loss: 0.0311584 | Time: 1502.05 ms
[2021-12-15 22:15:05 main:574] : INFO : Epoch 1756 | loss: 0.0311433 | val_loss: 0.0311589 | Time: 1544.42 ms
[2021-12-15 22:15:06 main:574] : INFO : Epoch 1757 | loss: 0.0311449 | val_loss: 0.0311624 | Time: 1562.39 ms
[2021-12-15 22:15:08 main:574] : INFO : Epoch 1758 | loss: 0.0311555 | val_loss: 0.0311647 | Time: 1574.54 ms
[2021-12-15 22:15:09 main:574] : INFO : Epoch 1759 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 1509.01 ms
[2021-12-15 22:15:11 main:574] : INFO : Epoch 1760 | loss: 0.0311511 | val_loss: 0.0311628 | Time: 1479.36 ms
[2021-12-15 22:15:13 main:574] : INFO : Epoch 1761 | loss: 0.0311475 | val_loss: 0.0311608 | Time: 1531.23 ms
[2021-12-15 22:15:14 main:574] : INFO : Epoch 1762 | loss: 0.0311461 | val_loss: 0.03116 | Time: 1477.66 ms
[2021-12-15 22:15:16 main:574] : INFO : Epoch 1763 | loss: 0.0311491 | val_loss: 0.0311624 | Time: 1561.48 ms
[2021-12-15 22:15:17 main:574] : INFO : Epoch 1764 | loss: 0.0311464 | val_loss: 0.0311621 | Time: 1522.01 ms
[2021-12-15 22:15:19 main:574] : INFO : Epoch 1765 | loss: 0.0311446 | val_loss: 0.031162 | Time: 1464.29 ms
[2021-12-15 22:15:20 main:574] : INFO : Epoch 1766 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 1477.57 ms
[2021-12-15 22:15:22 main:574] : INFO : Epoch 1767 | loss: 0.0311427 | val_loss: 0.0311627 | Time: 1495.51 ms
[2021-12-15 22:15:23 main:574] : INFO : Epoch 1768 | loss: 0.0311424 | val_loss: 0.0311608 | Time: 1507.17 ms
[2021-12-15 22:15:25 main:574] : INFO : Epoch 1769 | loss: 0.0311422 | val_loss: 0.0311601 | Time: 1469.86 ms
[2021-12-15 22:15:27 main:574] : INFO : Epoch 1770 | loss: 0.031143 | val_loss: 0.0311647 | Time: 1505.26 ms
[2021-12-15 22:15:28 main:574] : INFO : Epoch 1771 | loss: 0.0311442 | val_loss: 0.0311611 | Time: 1492.54 ms
[2021-12-15 22:15:30 main:574] : INFO : Epoch 1772 | loss: 0.031142 | val_loss: 0.0311592 | Time: 1477.92 ms
[2021-12-15 22:15:31 main:574] : INFO : Epoch 1773 | loss: 0.0311415 | val_loss: 0.0311593 | Time: 1491.11 ms
[2021-12-15 22:15:33 main:574] : INFO : Epoch 1774 | loss: 0.031142 | val_loss: 0.0311605 | Time: 1449.08 ms
[2021-12-15 22:15:34 main:574] : INFO : Epoch 1775 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 1484.36 ms
[2021-12-15 22:15:36 main:574] : INFO : Epoch 1776 | loss: 0.0311416 | val_loss: 0.0311651 | Time: 1441.54 ms
[2021-12-15 22:15:37 main:574] : INFO : Epoch 1777 | loss: 0.0311402 | val_loss: 0.0311606 | Time: 1482.22 ms
[2021-12-15 22:15:39 main:574] : INFO : Epoch 1778 | loss: 0.0311394 | val_loss: 0.031162 | Time: 1474.53 ms
[2021-12-15 22:15:40 main:574] : INFO : Epoch 1779 | loss: 0.03114 | val_loss: 0.0311629 | Time: 1496.98 ms
[2021-12-15 22:15:42 main:574] : INFO : Epoch 1780 | loss: 0.0311422 | val_loss: 0.0311687 | Time: 1475.25 ms
[2021-12-15 22:15:43 main:574] : INFO : Epoch 1781 | loss: 0.0311436 | val_loss: 0.0311625 | Time: 1430.99 ms
[2021-12-15 22:15:45 main:574] : INFO : Epoch 1782 | loss: 0.0311438 | val_loss: 0.0311666 | Time: 1464.28 ms
[2021-12-15 22:15:47 main:574] : INFO : Epoch 1783 | loss: 0.0311427 | val_loss: 0.0311634 | Time: 1495.18 ms
[2021-12-15 22:15:48 main:574] : INFO : Epoch 1784 | loss: 0.0311423 | val_loss: 0.0311623 | Time: 1490.48 ms
[2021-12-15 22:15:50 main:574] : INFO : Epoch 1785 | loss: 0.0311404 | val_loss: 0.0311615 | Time: 1479.15 ms
[2021-12-15 22:15:51 main:574] : INFO : Epoch 1786 | loss: 0.0311424 | val_loss: 0.0311626 | Time: 1496.4 ms
[2021-12-15 22:15:53 main:574] : INFO : Epoch 1787 | loss: 0.0311403 | val_loss: 0.0311596 | Time: 1459.35 ms
[2021-12-15 22:15:54 main:574] : INFO : Epoch 1788 | loss: 0.0311405 | val_loss: 0.0311641 | Time: 1490.73 ms
[2021-12-15 22:15:56 main:574] : INFO : Epoch 1789 | loss: 0.0311434 | val_loss: 0.0311629 | Time: 1480.23 ms
[2021-12-15 22:15:57 main:574] : INFO : Epoch 1790 | loss: 0.0311418 | val_loss: 0.0311652 | Time: 1501.8 ms
[2021-12-15 22:15:59 main:574] : INFO : Epoch 1791 | loss: 0.0311422 | val_loss: 0.0311605 | Time: 1503.43 ms
[2021-12-15 22:16:00 main:574] : INFO : Epoch 1792 | loss: 0.0311427 | val_loss: 0.0311641 | Time: 1461.99 ms
[2021-12-15 22:16:03 main:574] : INFO : Epoch 1793 | loss: 0.0311439 | val_loss: 0.0311625 | Time: 1851.94 ms
[2021-12-15 22:16:04 main:574] : INFO : Epoch 1794 | loss: 0.031145 | val_loss: 0.0311586 | Time: 1579.5 ms
[2021-12-15 22:16:06 main:574] : INFO : Epoch 1795 | loss: 0.0311449 | val_loss: 0.0311621 | Time: 1495.15 ms
[2021-12-15 22:16:07 main:574] : INFO : Epoch 1796 | loss: 0.0311466 | val_loss: 0.0311615 | Time: 1522.15 ms
[2021-12-15 22:16:09 main:574] : INFO : Epoch 1797 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 1722.53 ms
[2021-12-15 22:16:11 main:574] : INFO : Epoch 1798 | loss: 0.031143 | val_loss: 0.0311615 | Time: 1531.9 ms
[2021-12-15 22:16:12 main:574] : INFO : Epoch 1799 | loss: 0.0311417 | val_loss: 0.0311629 | Time: 1482.97 ms
[2021-12-15 22:16:14 main:574] : INFO : Epoch 1800 | loss: 0.0311413 | val_loss: 0.0311626 | Time: 1559 ms
[2021-12-15 22:16:16 main:574] : INFO : Epoch 1801 | loss: 0.0311426 | val_loss: 0.0311633 | Time: 1593.17 ms
[2021-12-15 22:16:17 main:574] : INFO : Epoch 1802 | loss: 0.0311429 | val_loss: 0.0311696 | Time: 1457.17 ms
[2021-12-15 22:16:19 main:574] : INFO : Epoch 1803 | loss: 0.0311405 | val_loss: 0.0311619 | Time: 1594.36 ms
[2021-12-15 22:16:20 main:574] : INFO : Epoch 1804 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 1462.12 ms
[2021-12-15 22:16:22 main:574] : INFO : Epoch 1805 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 1473.01 ms
[2021-12-15 22:16:23 main:574] : INFO : Epoch 1806 | loss: 0.0311415 | val_loss: 0.0311654 | Time: 1428.7 ms
[2021-12-15 22:16:25 main:574] : INFO : Epoch 1807 | loss: 0.0311421 | val_loss: 0.0311639 | Time: 1467 ms
[2021-12-15 22:16:27 main:574] : INFO : Epoch 1808 | loss: 0.0311408 | val_loss: 0.0311628 | Time: 1469.03 ms
[2021-12-15 22:16:28 main:574] : INFO : Epoch 1809 | loss: 0.0311434 | val_loss: 0.0311717 | Time: 1493.1 ms
[2021-12-15 22:16:30 main:574] : INFO : Epoch 1810 | loss: 0.0311456 | val_loss: 0.0311628 | Time: 1515.62 ms
[2021-12-15 22:16:31 main:574] : INFO : Epoch 1811 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 1486.77 ms
[2021-12-15 22:16:33 main:574] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.031168 | Time: 1457.94 ms
[2021-12-15 22:16:34 main:574] : INFO : Epoch 1813 | loss: 0.0311437 | val_loss: 0.0311644 | Time: 1450.04 ms
[2021-12-15 22:16:36 main:574] : INFO : Epoch 1814 | loss: 0.0311412 | val_loss: 0.031163 | Time: 1488.47 ms
[2021-12-15 22:16:38 main:574] : INFO : Epoch 1815 | loss: 0.0311436 | val_loss: 0.0311631 | Time: 1537.96 ms
[2021-12-15 22:16:39 main:574] : INFO : Epoch 1816 | loss: 0.0311406 | val_loss: 0.0311638 | Time: 1544.62 ms
[2021-12-15 22:16:41 main:574] : INFO : Epoch 1817 | loss: 0.0311463 | val_loss: 0.0311703 | Time: 1482.68 ms
[2021-12-15 22:16:42 main:574] : INFO : Epoch 1818 | loss: 0.0311523 | val_loss: 0.0311705 | Time: 1452.23 ms
[2021-12-15 22:16:44 main:574] : INFO : Epoch 1819 | loss: 0.031153 | val_loss: 0.0311671 | Time: 1462.81 ms
[2021-12-15 22:16:45 main:574] : INFO : Epoch 1820 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 1469.82 ms
[2021-12-15 22:16:47 main:574] : INFO : Epoch 1821 | loss: 0.0311557 | val_loss: 0.031166 | Time: 1428.94 ms
[2021-12-15 22:16:48 main:574] : INFO : Epoch 1822 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 1448.33 ms
[2021-12-15 22:16:50 main:574] : INFO : Epoch 1823 | loss: 0.0311499 | val_loss: 0.0311679 | Time: 1506.44 ms
[2021-12-15 22:16:51 main:574] : INFO : Epoch 1824 | loss: 0.0311498 | val_loss: 0.0311656 | Time: 1480.86 ms
[2021-12-15 22:16:53 main:574] : INFO : Epoch 1825 | loss: 0.0311468 | val_loss: 0.0311647 | Time: 1492.32 ms
[2021-12-15 22:16:55 main:574] : INFO : Epoch 1826 | loss: 0.0311463 | val_loss: 0.0311617 | Time: 1460.69 ms
[2021-12-15 22:16:56 main:574] : INFO : Epoch 1827 | loss: 0.0311493 | val_loss: 0.0311604 | Time: 1460.07 ms
[2021-12-15 22:16:58 main:574] : INFO : Epoch 1828 | loss: 0.0311477 | val_loss: 0.031163 | Time: 1443.44 ms
[2021-12-15 22:16:59 main:574] : INFO : Epoch 1829 | loss: 0.0311493 | val_loss: 0.0311615 | Time: 1493.68 ms
[2021-12-15 22:17:01 main:574] : INFO : Epoch 1830 | loss: 0.0311483 | val_loss: 0.0311612 | Time: 1477.64 ms
[2021-12-15 22:17:02 main:574] : INFO : Epoch 1831 | loss: 0.0311457 | val_loss: 0.0311616 | Time: 1474.13 ms
[2021-12-15 22:17:04 main:574] : INFO : Epoch 1832 | loss: 0.0311461 | val_loss: 0.0311653 | Time: 1479.38 ms
[2021-12-15 22:17:05 main:574] : INFO : Epoch 1833 | loss: 0.0311464 | val_loss: 0.0311632 | Time: 1480.56 ms
[2021-12-15 22:17:07 main:574] : INFO : Epoch 1834 | loss: 0.0311442 | val_loss: 0.0311601 | Time: 1510.16 ms
[2021-12-15 22:17:08 main:574] : INFO : Epoch 1835 | loss: 0.0311439 | val_loss: 0.0311605 | Time: 1448.48 ms
[2021-12-15 22:17:10 main:574] : INFO : Epoch 1836 | loss: 0.0311421 | val_loss: 0.031163 | Time: 1501.31 ms
[2021-12-15 22:17:11 main:574] : INFO : Epoch 1837 | loss: 0.031142 | val_loss: 0.0311588 | Time: 1532.76 ms
[2021-12-15 22:17:13 main:574] : INFO : Epoch 1838 | loss: 0.0311404 | val_loss: 0.0311604 | Time: 1477.43 ms
[2021-12-15 22:17:15 main:574] : INFO : Epoch 1839 | loss: 0.0311413 | val_loss: 0.0311601 | Time: 1468.08 ms
[2021-12-15 22:17:16 main:574] : INFO : Epoch 1840 | loss: 0.031141 | val_loss: 0.0311626 | Time: 1527.28 ms
[2021-12-15 22:17:18 main:574] : INFO : Epoch 1841 | loss: 0.0311434 | val_loss: 0.0311616 | Time: 1475.77 ms
[2021-12-15 22:17:19 main:574] : INFO : Epoch 1842 | loss: 0.0311435 | val_loss: 0.0311637 | Time: 1468.15 ms
[2021-12-15 22:17:21 main:574] : INFO : Epoch 1843 | loss: 0.031143 | val_loss: 0.0311645 | Time: 1516.73 ms
[2021-12-15 22:17:22 main:574] : INFO : Epoch 1844 | loss: 0.0311434 | val_loss: 0.031159 | Time: 1521.03 ms
[2021-12-15 22:17:24 main:574] : INFO : Epoch 1845 | loss: 0.0311403 | val_loss: 0.0311586 | Time: 1461.72 ms
[2021-12-15 22:17:25 main:574] : INFO : Epoch 1846 | loss: 0.0311429 | val_loss: 0.0311646 | Time: 1484.62 ms
[2021-12-15 22:17:27 main:574] : INFO : Epoch 1847 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 1507.84 ms
[2021-12-15 22:17:28 main:574] : INFO : Epoch 1848 | loss: 0.031145 | val_loss: 0.0311632 | Time: 1464.87 ms
[2021-12-15 22:17:30 main:574] : INFO : Epoch 1849 | loss: 0.0311428 | val_loss: 0.0311629 | Time: 1489.03 ms
[2021-12-15 22:17:31 main:574] : INFO : Epoch 1850 | loss: 0.0311431 | val_loss: 0.0311634 | Time: 1486.02 ms
[2021-12-15 22:17:33 main:574] : INFO : Epoch 1851 | loss: 0.031145 | val_loss: 0.0311627 | Time: 1441.36 ms
[2021-12-15 22:17:34 main:574] : INFO : Epoch 1852 | loss: 0.031147 | val_loss: 0.0311603 | Time: 1461.37 ms
[2021-12-15 22:17:36 main:574] : INFO : Epoch 1853 | loss: 0.0311459 | val_loss: 0.031161 | Time: 1469.27 ms
[2021-12-15 22:17:38 main:574] : INFO : Epoch 1854 | loss: 0.0311448 | val_loss: 0.03116 | Time: 1491.89 ms
[2021-12-15 22:17:39 main:574] : INFO : Epoch 1855 | loss: 0.0311458 | val_loss: 0.0311584 | Time: 1514.72 ms
[2021-12-15 22:17:41 main:574] : INFO : Epoch 1856 | loss: 0.0311448 | val_loss: 0.0311577 | Time: 1457.72 ms
[2021-12-15 22:17:42 main:574] : INFO : Epoch 1857 | loss: 0.0311421 | val_loss: 0.031161 | Time: 1494.38 ms
[2021-12-15 22:17:44 main:574] : INFO : Epoch 1858 | loss: 0.0311429 | val_loss: 0.0311618 | Time: 1495.07 ms
[2021-12-15 22:17:45 main:574] : INFO : Epoch 1859 | loss: 0.0311436 | val_loss: 0.031163 | Time: 1472.87 ms
[2021-12-15 22:17:47 main:574] : INFO : Epoch 1860 | loss: 0.0311435 | val_loss: 0.0311631 | Time: 1491.18 ms
[2021-12-15 22:17:48 main:574] : INFO : Epoch 1861 | loss: 0.0311421 | val_loss: 0.0311623 | Time: 1459.29 ms
[2021-12-15 22:17:50 main:574] : INFO : Epoch 1862 | loss: 0.0311424 | val_loss: 0.0311627 | Time: 1469.66 ms
[2021-12-15 22:17:51 main:574] : INFO : Epoch 1863 | loss: 0.0311425 | val_loss: 0.0311608 | Time: 1470.89 ms
[2021-12-15 22:17:53 main:574] : INFO : Epoch 1864 | loss: 0.0311423 | val_loss: 0.0311634 | Time: 1530.14 ms
[2021-12-15 22:17:54 main:574] : INFO : Epoch 1865 | loss: 0.031142 | val_loss: 0.0311639 | Time: 1438.61 ms
[2021-12-15 22:17:56 main:574] : INFO : Epoch 1866 | loss: 0.0311426 | val_loss: 0.0311629 | Time: 1465.41 ms
[2021-12-15 22:17:57 main:574] : INFO : Epoch 1867 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 1524.78 ms
[2021-12-15 22:17:59 main:574] : INFO : Epoch 1868 | loss: 0.0311432 | val_loss: 0.0311615 | Time: 1430.9 ms
[2021-12-15 22:18:01 main:574] : INFO : Epoch 1869 | loss: 0.0311408 | val_loss: 0.0311599 | Time: 1496.74 ms
[2021-12-15 22:18:02 main:574] : INFO : Epoch 1870 | loss: 0.0311404 | val_loss: 0.0311608 | Time: 1494.12 ms
[2021-12-15 22:18:04 main:574] : INFO : Epoch 1871 | loss: 0.031143 | val_loss: 0.0311604 | Time: 1510.99 ms
[2021-12-15 22:18:05 main:574] : INFO : Epoch 1872 | loss: 0.0311436 | val_loss: 0.0311676 | Time: 1483.32 ms
[2021-12-15 22:18:07 main:574] : INFO : Epoch 1873 | loss: 0.0311418 | val_loss: 0.0311637 | Time: 1495.31 ms
[2021-12-15 22:18:09 main:574] : INFO : Epoch 1874 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 1574.5 ms
[2021-12-15 22:18:10 main:574] : INFO : Epoch 1875 | loss: 0.0311416 | val_loss: 0.031161 | Time: 1449.27 ms
[2021-12-15 22:18:12 main:574] : INFO : Epoch 1876 | loss: 0.031145 | val_loss: 0.0311741 | Time: 1443.33 ms
[2021-12-15 22:18:13 main:574] : INFO : Epoch 1877 | loss: 0.0311503 | val_loss: 0.0311602 | Time: 1522.11 ms
[2021-12-15 22:18:15 main:574] : INFO : Epoch 1878 | loss: 0.0311409 | val_loss: 0.0311602 | Time: 1463.67 ms
[2021-12-15 22:18:16 main:574] : INFO : Epoch 1879 | loss: 0.0311424 | val_loss: 0.0311602 | Time: 1476.11 ms
[2021-12-15 22:18:18 main:574] : INFO : Epoch 1880 | loss: 0.031141 | val_loss: 0.0311606 | Time: 1529.79 ms
[2021-12-15 22:18:19 main:574] : INFO : Epoch 1881 | loss: 0.0311412 | val_loss: 0.0311594 | Time: 1499.29 ms
[2021-12-15 22:18:21 main:574] : INFO : Epoch 1882 | loss: 0.0311414 | val_loss: 0.0311585 | Time: 1472.13 ms
[2021-12-15 22:18:22 main:574] : INFO : Epoch 1883 | loss: 0.0311421 | val_loss: 0.0311612 | Time: 1452.66 ms
[2021-12-15 22:18:24 main:574] : INFO : Epoch 1884 | loss: 0.0311435 | val_loss: 0.031162 | Time: 1513.99 ms
[2021-12-15 22:18:25 main:574] : INFO : Epoch 1885 | loss: 0.0311456 | val_loss: 0.0311629 | Time: 1460 ms
[2021-12-15 22:18:27 main:574] : INFO : Epoch 1886 | loss: 0.0311431 | val_loss: 0.0311635 | Time: 1459.57 ms
[2021-12-15 22:18:29 main:574] : INFO : Epoch 1887 | loss: 0.031145 | val_loss: 0.0311596 | Time: 1506.46 ms
[2021-12-15 22:18:30 main:574] : INFO : Epoch 1888 | loss: 0.0311434 | val_loss: 0.0311625 | Time: 1434.35 ms
[2021-12-15 22:18:32 main:574] : INFO : Epoch 1889 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 1472.53 ms
[2021-12-15 22:18:33 main:574] : INFO : Epoch 1890 | loss: 0.0311443 | val_loss: 0.0311731 | Time: 1439.24 ms
[2021-12-15 22:18:35 main:574] : INFO : Epoch 1891 | loss: 0.031142 | val_loss: 0.0311637 | Time: 1486.77 ms
[2021-12-15 22:18:36 main:574] : INFO : Epoch 1892 | loss: 0.0311443 | val_loss: 0.0311642 | Time: 1492.73 ms
[2021-12-15 22:18:38 main:574] : INFO : Epoch 1893 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 1491.61 ms
[2021-12-15 22:18:39 main:574] : INFO : Epoch 1894 | loss: 0.0311408 | val_loss: 0.0311554 | Time: 1514.36 ms
[2021-12-15 22:18:41 main:574] : INFO : Epoch 1895 | loss: 0.0311401 | val_loss: 0.0311577 | Time: 1431.48 ms
[2021-12-15 22:18:42 main:574] : INFO : Epoch 1896 | loss: 0.0311411 | val_loss: 0.0311568 | Time: 1482.6 ms
[2021-12-15 22:18:44 main:574] : INFO : Epoch 1897 | loss: 0.0311394 | val_loss: 0.03116 | Time: 1483.91 ms
[2021-12-15 22:18:45 main:574] : INFO : Epoch 1898 | loss: 0.031141 | val_loss: 0.0311619 | Time: 1501.65 ms
[2021-12-15 22:18:47 main:574] : INFO : Epoch 1899 | loss: 0.0311399 | val_loss: 0.0311577 | Time: 1456.42 ms
[2021-12-15 22:18:49 main:574] : INFO : Epoch 1900 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 1500.2 ms
[2021-12-15 22:18:50 main:574] : INFO : Epoch 1901 | loss: 0.0311376 | val_loss: 0.0311561 | Time: 1437.72 ms
[2021-12-15 22:18:52 main:574] : INFO : Epoch 1902 | loss: 0.031137 | val_loss: 0.0311689 | Time: 1482.43 ms
[2021-12-15 22:18:53 main:574] : INFO : Epoch 1903 | loss: 0.0311411 | val_loss: 0.0311582 | Time: 1456.94 ms
[2021-12-15 22:18:55 main:574] : INFO : Epoch 1904 | loss: 0.0311384 | val_loss: 0.031157 | Time: 1548.94 ms
[2021-12-15 22:18:56 main:574] : INFO : Epoch 1905 | loss: 0.0311368 | val_loss: 0.0311571 | Time: 1555.66 ms
[2021-12-15 22:18:58 main:574] : INFO : Epoch 1906 | loss: 0.031142 | val_loss: 0.0311649 | Time: 1424.15 ms
[2021-12-15 22:19:00 main:574] : INFO : Epoch 1907 | loss: 0.0311398 | val_loss: 0.0311584 | Time: 1500.36 ms
[2021-12-15 22:19:01 main:574] : INFO : Epoch 1908 | loss: 0.031138 | val_loss: 0.0311572 | Time: 1451.76 ms
[2021-12-15 22:19:03 main:574] : INFO : Epoch 1909 | loss: 0.031136 | val_loss: 0.0311594 | Time: 1503.9 ms
[2021-12-15 22:19:04 main:574] : INFO : Epoch 1910 | loss: 0.0311375 | val_loss: 0.03116 | Time: 1458.55 ms
[2021-12-15 22:19:06 main:574] : INFO : Epoch 1911 | loss: 0.0311403 | val_loss: 0.0311615 | Time: 1564.18 ms
[2021-12-15 22:19:07 main:574] : INFO : Epoch 1912 | loss: 0.0311383 | val_loss: 0.0311597 | Time: 1450.2 ms
[2021-12-15 22:19:09 main:574] : INFO : Epoch 1913 | loss: 0.0311364 | val_loss: 0.0311571 | Time: 1491.7 ms
[2021-12-15 22:19:10 main:574] : INFO : Epoch 1914 | loss: 0.0311376 | val_loss: 0.0311577 | Time: 1449.48 ms
[2021-12-15 22:19:12 main:574] : INFO : Epoch 1915 | loss: 0.0311383 | val_loss: 0.0311581 | Time: 1509.05 ms
[2021-12-15 22:19:14 main:574] : INFO : Epoch 1916 | loss: 0.0311377 | val_loss: 0.0311599 | Time: 1481.31 ms
[2021-12-15 22:19:15 main:574] : INFO : Epoch 1917 | loss: 0.0311376 | val_loss: 0.0311588 | Time: 1467.97 ms
[2021-12-15 22:19:17 main:574] : INFO : Epoch 1918 | loss: 0.0311401 | val_loss: 0.0311598 | Time: 1504.5 ms
[2021-12-15 22:19:18 main:574] : INFO : Epoch 1919 | loss: 0.0311422 | val_loss: 0.0311606 | Time: 1510.48 ms
[2021-12-15 22:19:20 main:574] : INFO : Epoch 1920 | loss: 0.0311432 | val_loss: 0.031157 | Time: 1511.86 ms
[2021-12-15 22:19:21 main:574] : INFO : Epoch 1921 | loss: 0.0311389 | val_loss: 0.0311616 | Time: 1464.54 ms
[2021-12-15 22:19:23 main:574] : INFO : Epoch 1922 | loss: 0.0311391 | val_loss: 0.0311619 | Time: 1454.13 ms
[2021-12-15 22:19:24 main:574] : INFO : Epoch 1923 | loss: 0.0311399 | val_loss: 0.0311576 | Time: 1513.43 ms
[2021-12-15 22:19:26 main:574] : INFO : Epoch 1924 | loss: 0.0311382 | val_loss: 0.0311568 | Time: 1506.44 ms
[2021-12-15 22:19:28 main:574] : INFO : Epoch 1925 | loss: 0.0311378 | val_loss: 0.0311582 | Time: 1499.81 ms
[2021-12-15 22:19:29 main:574] : INFO : Epoch 1926 | loss: 0.0311372 | val_loss: 0.0311577 | Time: 1478.25 ms
[2021-12-15 22:19:31 main:574] : INFO : Epoch 1927 | loss: 0.0311374 | val_loss: 0.0311723 | Time: 1518.83 ms
[2021-12-15 22:19:32 main:574] : INFO : Epoch 1928 | loss: 0.0311396 | val_loss: 0.0311618 | Time: 1461.29 ms
[2021-12-15 22:19:34 main:574] : INFO : Epoch 1929 | loss: 0.0311391 | val_loss: 0.031159 | Time: 1468.3 ms
[2021-12-15 22:19:35 main:574] : INFO : Epoch 1930 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 1438.09 ms
[2021-12-15 22:19:37 main:574] : INFO : Epoch 1931 | loss: 0.0311407 | val_loss: 0.0311634 | Time: 1470.57 ms
[2021-12-15 22:19:38 main:574] : INFO : Epoch 1932 | loss: 0.0311436 | val_loss: 0.0311636 | Time: 1478.36 ms
[2021-12-15 22:19:40 main:574] : INFO : Epoch 1933 | loss: 0.0311436 | val_loss: 0.0311667 | Time: 1569.23 ms
[2021-12-15 22:19:42 main:574] : INFO : Epoch 1934 | loss: 0.0311407 | val_loss: 0.0311663 | Time: 1503.25 ms
[2021-12-15 22:19:43 main:574] : INFO : Epoch 1935 | loss: 0.0311403 | val_loss: 0.0311637 | Time: 1462.02 ms
[2021-12-15 22:19:45 main:574] : INFO : Epoch 1936 | loss: 0.0311412 | val_loss: 0.0311679 | Time: 1446.22 ms
[2021-12-15 22:19:46 main:574] : INFO : Epoch 1937 | loss: 0.0311427 | val_loss: 0.0311651 | Time: 1440.9 ms
[2021-12-15 22:19:48 main:574] : INFO : Epoch 1938 | loss: 0.0311414 | val_loss: 0.0311667 | Time: 1523.42 ms
[2021-12-15 22:19:50 main:574] : INFO : Epoch 1939 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 1526.53 ms
[2021-12-15 22:19:51 main:574] : INFO : Epoch 1940 | loss: 0.0311406 | val_loss: 0.0311635 | Time: 1478.56 ms
[2021-12-15 22:19:53 main:574] : INFO : Epoch 1941 | loss: 0.0311428 | val_loss: 0.0311618 | Time: 1512.53 ms
[2021-12-15 22:19:54 main:574] : INFO : Epoch 1942 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 1466.43 ms
[2021-12-15 22:19:56 main:574] : INFO : Epoch 1943 | loss: 0.0311359 | val_loss: 0.0311634 | Time: 1466.8 ms
[2021-12-15 22:19:57 main:574] : INFO : Epoch 1944 | loss: 0.0311383 | val_loss: 0.0311611 | Time: 1500.67 ms
[2021-12-15 22:19:59 main:574] : INFO : Epoch 1945 | loss: 0.0311367 | val_loss: 0.0311616 | Time: 1471.69 ms
[2021-12-15 22:20:01 main:574] : INFO : Epoch 1946 | loss: 0.0311383 | val_loss: 0.0311641 | Time: 1553.86 ms
[2021-12-15 22:20:02 main:574] : INFO : Epoch 1947 | loss: 0.0311362 | val_loss: 0.0311589 | Time: 1497.93 ms
[2021-12-15 22:20:04 main:574] : INFO : Epoch 1948 | loss: 0.0311351 | val_loss: 0.031162 | Time: 1496.09 ms
[2021-12-15 22:20:05 main:574] : INFO : Epoch 1949 | loss: 0.0311377 | val_loss: 0.0311604 | Time: 1506.03 ms
[2021-12-15 22:20:07 main:574] : INFO : Epoch 1950 | loss: 0.0311349 | val_loss: 0.0311673 | Time: 1505.46 ms
[2021-12-15 22:20:08 main:574] : INFO : Epoch 1951 | loss: 0.0311355 | val_loss: 0.0311621 | Time: 1470.01 ms
[2021-12-15 22:20:10 main:574] : INFO : Epoch 1952 | loss: 0.0311343 | val_loss: 0.0311605 | Time: 1528.93 ms
[2021-12-15 22:20:11 main:574] : INFO : Epoch 1953 | loss: 0.0311339 | val_loss: 0.0311659 | Time: 1513.9 ms
[2021-12-15 22:20:13 main:574] : INFO : Epoch 1954 | loss: 0.0311378 | val_loss: 0.0311624 | Time: 1487.22 ms
[2021-12-15 22:20:14 main:574] : INFO : Epoch 1955 | loss: 0.0311345 | val_loss: 0.0311613 | Time: 1485.05 ms
[2021-12-15 22:20:16 main:574] : INFO : Epoch 1956 | loss: 0.0311392 | val_loss: 0.0311607 | Time: 1499.32 ms
[2021-12-15 22:20:18 main:574] : INFO : Epoch 1957 | loss: 0.0311345 | val_loss: 0.0311599 | Time: 1426.92 ms
[2021-12-15 22:20:19 main:574] : INFO : Epoch 1958 | loss: 0.0311369 | val_loss: 0.0311674 | Time: 1506.67 ms
[2021-12-15 22:20:21 main:574] : INFO : Epoch 1959 | loss: 0.0311347 | val_loss: 0.03116 | Time: 1447.24 ms
[2021-12-15 22:20:22 main:574] : INFO : Epoch 1960 | loss: 0.0311331 | val_loss: 0.0311586 | Time: 1543.42 ms
[2021-12-15 22:20:24 main:574] : INFO : Epoch 1961 | loss: 0.0311355 | val_loss: 0.0311602 | Time: 1469.27 ms
[2021-12-15 22:20:25 main:574] : INFO : Epoch 1962 | loss: 0.031138 | val_loss: 0.0311595 | Time: 1434.7 ms
[2021-12-15 22:20:27 main:574] : INFO : Epoch 1963 | loss: 0.0311418 | val_loss: 0.0311646 | Time: 1488.22 ms
[2021-12-15 22:20:28 main:574] : INFO : Epoch 1964 | loss: 0.0311389 | val_loss: 0.031169 | Time: 1485.57 ms
[2021-12-15 22:20:30 main:574] : INFO : Epoch 1965 | loss: 0.0311419 | val_loss: 0.0311628 | Time: 1464.47 ms
[2021-12-15 22:20:31 main:574] : INFO : Epoch 1966 | loss: 0.0311369 | val_loss: 0.0311607 | Time: 1481.08 ms
[2021-12-15 22:20:33 main:574] : INFO : Epoch 1967 | loss: 0.0311371 | val_loss: 0.0311588 | Time: 1457.02 ms
[2021-12-15 22:20:35 main:574] : INFO : Epoch 1968 | loss: 0.0311359 | val_loss: 0.0311564 | Time: 1429.63 ms
[2021-12-15 22:20:36 main:574] : INFO : Epoch 1969 | loss: 0.0311359 | val_loss: 0.0311592 | Time: 1510.87 ms
[2021-12-15 22:20:38 main:574] : INFO : Epoch 1970 | loss: 0.0311349 | val_loss: 0.0311577 | Time: 1448.49 ms
[2021-12-15 22:20:39 main:574] : INFO : Epoch 1971 | loss: 0.031134 | val_loss: 0.0311588 | Time: 1563.12 ms
[2021-12-15 22:20:41 main:574] : INFO : Epoch 1972 | loss: 0.0311375 | val_loss: 0.0311599 | Time: 1514.33 ms
[2021-12-15 22:20:43 main:574] : INFO : Epoch 1973 | loss: 0.0311353 | val_loss: 0.0311587 | Time: 1484.68 ms
[2021-12-15 22:20:44 main:574] : INFO : Epoch 1974 | loss: 0.0311397 | val_loss: 0.0311623 | Time: 1482.7 ms
[2021-12-15 22:20:46 main:574] : INFO : Epoch 1975 | loss: 0.0311438 | val_loss: 0.03116 | Time: 1494.05 ms
[2021-12-15 22:20:47 main:574] : INFO : Epoch 1976 | loss: 0.0311435 | val_loss: 0.0311578 | Time: 1472.45 ms
[2021-12-15 22:20:49 main:574] : INFO : Epoch 1977 | loss: 0.0311432 | val_loss: 0.0311578 | Time: 1501.1 ms
[2021-12-15 22:20:50 main:574] : INFO : Epoch 1978 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 1500.97 ms
[2021-12-15 22:20:52 main:574] : INFO : Epoch 1979 | loss: 0.0311458 | val_loss: 0.0311673 | Time: 1482.51 ms
[2021-12-15 22:20:53 main:574] : INFO : Epoch 1980 | loss: 0.0311396 | val_loss: 0.0311582 | Time: 1458.47 ms
[2021-12-15 22:20:55 main:574] : INFO : Epoch 1981 | loss: 0.0311378 | val_loss: 0.0311574 | Time: 1469.03 ms
[2021-12-15 22:20:56 main:574] : INFO : Epoch 1982 | loss: 0.0311377 | val_loss: 0.0311598 | Time: 1471.21 ms
[2021-12-15 22:20:58 main:574] : INFO : Epoch 1983 | loss: 0.0311391 | val_loss: 0.0311596 | Time: 1459.54 ms
[2021-12-15 22:21:00 main:574] : INFO : Epoch 1984 | loss: 0.0311372 | val_loss: 0.03116 | Time: 1499.75 ms
[2021-12-15 22:21:01 main:574] : INFO : Epoch 1985 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 1477.73 ms
[2021-12-15 22:21:03 main:574] : INFO : Epoch 1986 | loss: 0.0311359 | val_loss: 0.0311546 | Time: 1486.98 ms
[2021-12-15 22:21:04 main:574] : INFO : Epoch 1987 | loss: 0.0311348 | val_loss: 0.0311597 | Time: 1495.28 ms
[2021-12-15 22:21:06 main:574] : INFO : Epoch 1988 | loss: 0.0311366 | val_loss: 0.0311621 | Time: 1451.1 ms
[2021-12-15 22:21:07 main:574] : INFO : Epoch 1989 | loss: 0.0311355 | val_loss: 0.031158 | Time: 1481.38 ms
[2021-12-15 22:21:09 main:574] : INFO : Epoch 1990 | loss: 0.0311364 | val_loss: 0.0311555 | Time: 1444.88 ms
[2021-12-15 22:21:10 main:574] : INFO : Epoch 1991 | loss: 0.0311345 | val_loss: 0.0311572 | Time: 1549.29 ms
[2021-12-15 22:21:12 main:574] : INFO : Epoch 1992 | loss: 0.0311347 | val_loss: 0.0311553 | Time: 1478.82 ms
[2021-12-15 22:21:13 main:574] : INFO : Epoch 1993 | loss: 0.0311347 | val_loss: 0.0311639 | Time: 1476.88 ms
[2021-12-15 22:21:15 main:574] : INFO : Epoch 1994 | loss: 0.0311343 | val_loss: 0.0311608 | Time: 1495.27 ms
[2021-12-15 22:21:17 main:574] : INFO : Epoch 1995 | loss: 0.0311384 | val_loss: 0.0311576 | Time: 1477.63 ms
[2021-12-15 22:21:18 main:574] : INFO : Epoch 1996 | loss: 0.0311426 | val_loss: 0.0311657 | Time: 1459.51 ms
[2021-12-15 22:21:20 main:574] : INFO : Epoch 1997 | loss: 0.0311487 | val_loss: 0.0311678 | Time: 1464.61 ms
[2021-12-15 22:21:21 main:574] : INFO : Epoch 1998 | loss: 0.0311505 | val_loss: 0.0311607 | Time: 1521.21 ms
[2021-12-15 22:21:23 main:574] : INFO : Epoch 1999 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 1529.3 ms
[2021-12-15 22:21:24 main:574] : INFO : Epoch 2000 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 1513.65 ms
[2021-12-15 22:21:26 main:574] : INFO : Epoch 2001 | loss: 0.0311464 | val_loss: 0.0311584 | Time: 1486.18 ms
[2021-12-15 22:21:28 main:574] : INFO : Epoch 2002 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 1489.95 ms
[2021-12-15 22:21:29 main:574] : INFO : Epoch 2003 | loss: 0.0311454 | val_loss: 0.031159 | Time: 1509.03 ms
[2021-12-15 22:21:31 main:574] : INFO : Epoch 2004 | loss: 0.0311441 | val_loss: 0.0311615 | Time: 1502.68 ms
[2021-12-15 22:21:32 main:574] : INFO : Epoch 2005 | loss: 0.0311436 | val_loss: 0.0311582 | Time: 1533.02 ms
[2021-12-15 22:21:34 main:574] : INFO : Epoch 2006 | loss: 0.0311437 | val_loss: 0.0311631 | Time: 1608.67 ms
[2021-12-15 22:21:36 main:574] : INFO : Epoch 2007 | loss: 0.0311465 | val_loss: 0.0311604 | Time: 1576.95 ms
[2021-12-15 22:21:37 main:574] : INFO : Epoch 2008 | loss: 0.031145 | val_loss: 0.0311585 | Time: 1606.92 ms
[2021-12-15 22:21:39 main:574] : INFO : Epoch 2009 | loss: 0.0311437 | val_loss: 0.0311601 | Time: 1617.46 ms
[2021-12-15 22:21:41 main:574] : INFO : Epoch 2010 | loss: 0.0311416 | val_loss: 0.0311569 | Time: 1681.39 ms
[2021-12-15 22:21:43 main:574] : INFO : Epoch 2011 | loss: 0.0311406 | val_loss: 0.0311588 | Time: 1646.36 ms
[2021-12-15 22:21:44 main:574] : INFO : Epoch 2012 | loss: 0.0311403 | val_loss: 0.0311594 | Time: 1491.31 ms
[2021-12-15 22:21:46 main:574] : INFO : Epoch 2013 | loss: 0.0311414 | val_loss: 0.0311589 | Time: 1490.5 ms
[2021-12-15 22:21:48 main:574] : INFO : Epoch 2014 | loss: 0.0311405 | val_loss: 0.0311567 | Time: 1485.09 ms
[2021-12-15 22:21:49 main:574] : INFO : Epoch 2015 | loss: 0.0311398 | val_loss: 0.0311569 | Time: 1432.06 ms
[2021-12-15 22:21:51 main:574] : INFO : Epoch 2016 | loss: 0.0311421 | val_loss: 0.0311579 | Time: 1466.04 ms
[2021-12-15 22:21:52 main:574] : INFO : Epoch 2017 | loss: 0.0311488 | val_loss: 0.0311561 | Time: 1561.65 ms
[2021-12-15 22:21:54 main:574] : INFO : Epoch 2018 | loss: 0.0311476 | val_loss: 0.0311599 | Time: 1476.4 ms
[2021-12-15 22:21:56 main:574] : INFO : Epoch 2019 | loss: 0.0311472 | val_loss: 0.0311613 | Time: 1495.19 ms
[2021-12-15 22:21:57 main:574] : INFO : Epoch 2020 | loss: 0.0311489 | val_loss: 0.0311651 | Time: 1502.99 ms
[2021-12-15 22:21:59 main:574] : INFO : Epoch 2021 | loss: 0.0311464 | val_loss: 0.0311606 | Time: 1458.86 ms
[2021-12-15 22:22:00 main:574] : INFO : Epoch 2022 | loss: 0.0311435 | val_loss: 0.0311601 | Time: 1470.34 ms
[2021-12-15 22:22:02 main:574] : INFO : Epoch 2023 | loss: 0.0311444 | val_loss: 0.031161 | Time: 1483.27 ms
[2021-12-15 22:22:03 main:574] : INFO : Epoch 2024 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 1568.38 ms
[2021-12-15 22:22:05 main:574] : INFO : Epoch 2025 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 1495.27 ms
[2021-12-15 22:22:07 main:574] : INFO : Epoch 2026 | loss: 0.0311462 | val_loss: 0.0311651 | Time: 1495.81 ms
[2021-12-15 22:22:08 main:574] : INFO : Epoch 2027 | loss: 0.0311429 | val_loss: 0.0311574 | Time: 1555.29 ms
[2021-12-15 22:22:10 main:574] : INFO : Epoch 2028 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 1569.19 ms
[2021-12-15 22:22:11 main:574] : INFO : Epoch 2029 | loss: 0.0311436 | val_loss: 0.0311573 | Time: 1555.22 ms
[2021-12-15 22:22:13 main:574] : INFO : Epoch 2030 | loss: 0.031141 | val_loss: 0.0311561 | Time: 1581.3 ms
[2021-12-15 22:22:15 main:574] : INFO : Epoch 2031 | loss: 0.0311411 | val_loss: 0.0311612 | Time: 1494.5 ms
[2021-12-15 22:22:17 main:574] : INFO : Epoch 2032 | loss: 0.0311417 | val_loss: 0.0311634 | Time: 1496.89 ms
[2021-12-15 22:22:18 main:574] : INFO : Epoch 2033 | loss: 0.0311434 | val_loss: 0.0311593 | Time: 1462.39 ms
[2021-12-15 22:22:20 main:574] : INFO : Epoch 2034 | loss: 0.0311435 | val_loss: 0.0311626 | Time: 1478.13 ms
[2021-12-15 22:22:22 main:574] : INFO : Epoch 2035 | loss: 0.0311491 | val_loss: 0.0311584 | Time: 1564.94 ms
[2021-12-15 22:22:23 main:574] : INFO : Epoch 2036 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 1602.2 ms
[2021-12-15 22:22:25 main:574] : INFO : Epoch 2037 | loss: 0.0311377 | val_loss: 0.031159 | Time: 1518.66 ms
[2021-12-15 22:22:27 main:574] : INFO : Epoch 2038 | loss: 0.0311372 | val_loss: 0.0311592 | Time: 1576.4 ms
[2021-12-15 22:22:28 main:574] : INFO : Epoch 2039 | loss: 0.0311399 | val_loss: 0.0311595 | Time: 1548.91 ms
[2021-12-15 22:22:30 main:574] : INFO : Epoch 2040 | loss: 0.031139 | val_loss: 0.0311562 | Time: 1564.18 ms
[2021-12-15 22:22:32 main:574] : INFO : Epoch 2041 | loss: 0.0311376 | val_loss: 0.0311586 | Time: 1600.82 ms
[2021-12-15 22:22:33 main:574] : INFO : Epoch 2042 | loss: 0.0311365 | val_loss: 0.0311585 | Time: 1636.79 ms
[2021-12-15 22:22:35 main:574] : INFO : Epoch 2043 | loss: 0.0311372 | val_loss: 0.0311608 | Time: 1620.71 ms
[2021-12-15 22:22:37 main:574] : INFO : Epoch 2044 | loss: 0.0311362 | val_loss: 0.0311611 | Time: 1557.46 ms
[2021-12-15 22:22:39 main:574] : INFO : Epoch 2045 | loss: 0.0311363 | val_loss: 0.0311622 | Time: 1555.32 ms
[2021-12-15 22:22:41 main:574] : INFO : Epoch 2046 | loss: 0.0311359 | val_loss: 0.0311608 | Time: 1587.18 ms
[2021-12-15 22:22:42 main:574] : INFO : Epoch 2047 | loss: 0.0311349 | val_loss: 0.0311593 | Time: 1601.79 ms
[2021-12-15 22:22:44 main:574] : INFO : Epoch 2048 | loss: 0.031137 | val_loss: 0.0311653 | Time: 1547.17 ms
[2021-12-15 22:22:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311653
[2021-12-15 22:22:44 main:603] : INFO : Saving end state to config to file
[2021-12-15 22:22:44 main:608] : INFO : Success, exiting..
22:22:44 (4804): 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)