Task 13814570
| Name | ParityModified-1647045276-30251-2-0_0 |
| Workunit | 10896769 |
| Created | 26 Mar 2022, 19:28:26 UTC |
| Sent | 31 Mar 2022, 23:56:41 UTC |
| Report deadline | 8 Apr 2022, 23:56:41 UTC |
| Received | 1 Apr 2022, 21:40:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 2 hours 13 min 20 sec |
| CPU time | 2 hours 12 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.91 GB |
| Peak swap size | 4.71 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: 0.0311698 | val_loss: 0.0311734 | Time: 1550.35 ms
[2022-04-01 16:26:35 main:574] : INFO : Epoch 1543 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 1572.39 ms
[2022-04-01 16:26:36 main:574] : INFO : Epoch 1544 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 1582.33 ms
[2022-04-01 16:26:38 main:574] : INFO : Epoch 1545 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 1541.74 ms
[2022-04-01 16:26:39 main:574] : INFO : Epoch 1546 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 1309.23 ms
[2022-04-01 16:26:41 main:574] : INFO : Epoch 1547 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 1445.22 ms
[2022-04-01 16:26:42 main:574] : INFO : Epoch 1548 | loss: 0.0311681 | val_loss: 0.0311719 | Time: 1564.6 ms
[2022-04-01 16:26:44 main:574] : INFO : Epoch 1549 | loss: 0.0311648 | val_loss: 0.03117 | Time: 1574.74 ms
[2022-04-01 16:26:45 main:574] : INFO : Epoch 1550 | loss: 0.0311658 | val_loss: 0.0311762 | Time: 1592.42 ms
[2022-04-01 16:26:47 main:574] : INFO : Epoch 1551 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 1592.32 ms
[2022-04-01 16:26:48 main:574] : INFO : Epoch 1552 | loss: 0.0311643 | val_loss: 0.031171 | Time: 1555.96 ms
[2022-04-01 16:26:50 main:574] : INFO : Epoch 1553 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 1137.02 ms
[2022-04-01 16:26:51 main:574] : INFO : Epoch 1554 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 1601.94 ms
[2022-04-01 16:26:53 main:574] : INFO : Epoch 1555 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 1569.24 ms
[2022-04-01 16:26:54 main:574] : INFO : Epoch 1556 | loss: 0.0311641 | val_loss: 0.0311729 | Time: 1595.43 ms
[2022-04-01 16:26:56 main:574] : INFO : Epoch 1557 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 1568.92 ms
[2022-04-01 16:26:57 main:574] : INFO : Epoch 1558 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1544.89 ms
[2022-04-01 16:26:59 main:574] : INFO : Epoch 1559 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 1440.74 ms
[2022-04-01 16:27:00 main:574] : INFO : Epoch 1560 | loss: 0.03116 | val_loss: 0.0311667 | Time: 1293.24 ms
[2022-04-01 16:27:02 main:574] : INFO : Epoch 1561 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 1559.6 ms
[2022-04-01 16:27:03 main:574] : INFO : Epoch 1562 | loss: 0.031161 | val_loss: 0.0311809 | Time: 1592.9 ms
[2022-04-01 16:27:05 main:574] : INFO : Epoch 1563 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 1604.88 ms
[2022-04-01 16:27:07 main:574] : INFO : Epoch 1564 | loss: 0.0311618 | val_loss: 0.0311681 | Time: 1607.1 ms
[2022-04-01 16:27:08 main:574] : INFO : Epoch 1565 | loss: 0.031158 | val_loss: 0.0311694 | Time: 1592.7 ms
[2022-04-01 16:27:09 main:574] : INFO : Epoch 1566 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 1153.28 ms
[2022-04-01 16:27:11 main:574] : INFO : Epoch 1567 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 1533.54 ms
[2022-04-01 16:27:12 main:574] : INFO : Epoch 1568 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 1564.71 ms
[2022-04-01 16:27:14 main:574] : INFO : Epoch 1569 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 1585.56 ms
[2022-04-01 16:27:16 main:574] : INFO : Epoch 1570 | loss: 0.0311571 | val_loss: 0.031171 | Time: 1557.75 ms
[2022-04-01 16:27:17 main:574] : INFO : Epoch 1571 | loss: 0.0311566 | val_loss: 0.0311676 | Time: 1565.45 ms
[2022-04-01 16:27:19 main:574] : INFO : Epoch 1572 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 1543 ms
[2022-04-01 16:27:20 main:574] : INFO : Epoch 1573 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 1137.06 ms
[2022-04-01 16:27:21 main:574] : INFO : Epoch 1574 | loss: 0.031157 | val_loss: 0.0311704 | Time: 1559.49 ms
[2022-04-01 16:27:23 main:574] : INFO : Epoch 1575 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 1566.99 ms
[2022-04-01 16:27:25 main:574] : INFO : Epoch 1576 | loss: 0.0311583 | val_loss: 0.0311694 | Time: 1590.68 ms
[2022-04-01 16:27:26 main:574] : INFO : Epoch 1577 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 1555.91 ms
[2022-04-01 16:27:28 main:574] : INFO : Epoch 1578 | loss: 0.0311576 | val_loss: 0.0311682 | Time: 1539.2 ms
[2022-04-01 16:27:29 main:574] : INFO : Epoch 1579 | loss: 0.0311552 | val_loss: 0.031168 | Time: 1380.95 ms
[2022-04-01 16:27:30 main:574] : INFO : Epoch 1580 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 1329.34 ms
[2022-04-01 16:27:32 main:574] : INFO : Epoch 1581 | loss: 0.0311546 | val_loss: 0.0311715 | Time: 1590.11 ms
[2022-04-01 16:27:34 main:574] : INFO : Epoch 1582 | loss: 0.0311552 | val_loss: 0.0311764 | Time: 1579.72 ms
[2022-04-01 16:27:35 main:574] : INFO : Epoch 1583 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 1598.51 ms
[2022-04-01 16:27:37 main:574] : INFO : Epoch 1584 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 1558.8 ms
[2022-04-01 16:27:38 main:574] : INFO : Epoch 1585 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 1595.95 ms
[2022-04-01 16:27:40 main:574] : INFO : Epoch 1586 | loss: 0.0311549 | val_loss: 0.0311687 | Time: 1212.17 ms
[2022-04-01 16:27:41 main:574] : INFO : Epoch 1587 | loss: 0.0311564 | val_loss: 0.0311882 | Time: 1537.69 ms
[2022-04-01 16:27:43 main:574] : INFO : Epoch 1588 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 1588.64 ms
[2022-04-01 16:27:44 main:574] : INFO : Epoch 1589 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1569.33 ms
[2022-04-01 16:27:46 main:574] : INFO : Epoch 1590 | loss: 0.0311555 | val_loss: 0.0311733 | Time: 1570.9 ms
[2022-04-01 16:27:47 main:574] : INFO : Epoch 1591 | loss: 0.0311547 | val_loss: 0.031172 | Time: 1575.89 ms
[2022-04-01 16:27:49 main:574] : INFO : Epoch 1592 | loss: 0.0311512 | val_loss: 0.0311702 | Time: 1475.07 ms
[2022-04-01 16:27:50 main:574] : INFO : Epoch 1593 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 1252.85 ms
[2022-04-01 16:27:52 main:574] : INFO : Epoch 1594 | loss: 0.0311533 | val_loss: 0.0311719 | Time: 1566.24 ms
[2022-04-01 16:27:53 main:574] : INFO : Epoch 1595 | loss: 0.0311532 | val_loss: 0.0311686 | Time: 1607.17 ms
[2022-04-01 16:27:55 main:574] : INFO : Epoch 1596 | loss: 0.0311548 | val_loss: 0.0311757 | Time: 1591.8 ms
[2022-04-01 16:27:56 main:574] : INFO : Epoch 1597 | loss: 0.0311553 | val_loss: 0.031168 | Time: 1558.01 ms
[2022-04-01 16:27:58 main:574] : INFO : Epoch 1598 | loss: 0.031152 | val_loss: 0.0311694 | Time: 1608.3 ms
[2022-04-01 16:27:59 main:574] : INFO : Epoch 1599 | loss: 0.031156 | val_loss: 0.0311713 | Time: 1252.88 ms
[2022-04-01 16:28:01 main:574] : INFO : Epoch 1600 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 1460.94 ms
[2022-04-01 16:28:02 main:574] : INFO : Epoch 1601 | loss: 0.0311573 | val_loss: 0.0311733 | Time: 1564.88 ms
[2022-04-01 16:28:04 main:574] : INFO : Epoch 1602 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 1582.74 ms
[2022-04-01 16:28:06 main:574] : INFO : Epoch 1603 | loss: 0.0311526 | val_loss: 0.0311712 | Time: 1603.83 ms
[2022-04-01 16:28:07 main:574] : INFO : Epoch 1604 | loss: 0.0311581 | val_loss: 0.031168 | Time: 1578.72 ms
[2022-04-01 16:28:09 main:574] : INFO : Epoch 1605 | loss: 0.0311573 | val_loss: 0.0311711 | Time: 1574.12 ms
[2022-04-01 16:28:10 main:574] : INFO : Epoch 1606 | loss: 0.0311574 | val_loss: 0.0311694 | Time: 1211.78 ms
[2022-04-01 16:28:11 main:574] : INFO : Epoch 1607 | loss: 0.0311565 | val_loss: 0.0311752 | Time: 1546.49 ms
[2022-04-01 16:28:13 main:574] : INFO : Epoch 1608 | loss: 0.0311574 | val_loss: 0.0311694 | Time: 1596.14 ms
[2022-04-01 16:28:15 main:574] : INFO : Epoch 1609 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 1563.86 ms
[2022-04-01 16:28:16 main:574] : INFO : Epoch 1610 | loss: 0.0311535 | val_loss: 0.0311767 | Time: 1574.8 ms
[2022-04-01 16:28:18 main:574] : INFO : Epoch 1611 | loss: 0.0311541 | val_loss: 0.0311718 | Time: 1585.82 ms
[2022-04-01 16:28:19 main:574] : INFO : Epoch 1612 | loss: 0.0311516 | val_loss: 0.0311713 | Time: 1437.05 ms
[2022-04-01 16:28:21 main:574] : INFO : Epoch 1613 | loss: 0.0311529 | val_loss: 0.0311703 | Time: 1378.27 ms
[2022-04-01 16:28:22 main:574] : INFO : Epoch 1614 | loss: 0.0311505 | val_loss: 0.0311706 | Time: 1617.4 ms
[2022-04-01 16:28:24 main:574] : INFO : Epoch 1615 | loss: 0.0311492 | val_loss: 0.03117 | Time: 1601.62 ms
[2022-04-01 16:28:25 main:574] : INFO : Epoch 1616 | loss: 0.031149 | val_loss: 0.0311693 | Time: 1589.17 ms
[2022-04-01 16:28:27 main:574] : INFO : Epoch 1617 | loss: 0.0311489 | val_loss: 0.0311721 | Time: 1599.31 ms
[2022-04-01 16:28:29 main:574] : INFO : Epoch 1618 | loss: 0.031151 | val_loss: 0.0311705 | Time: 1585.35 ms
[2022-04-01 16:28:30 main:574] : INFO : Epoch 1619 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 1275.17 ms
[2022-04-01 16:28:31 main:574] : INFO : Epoch 1620 | loss: 0.0311504 | val_loss: 0.0311704 | Time: 1561.74 ms
[2022-04-01 16:28:33 main:574] : INFO : Epoch 1621 | loss: 0.0311559 | val_loss: 0.0311701 | Time: 1547.34 ms
[2022-04-01 16:28:35 main:574] : INFO : Epoch 1622 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 1580.31 ms
[2022-04-01 16:28:36 main:574] : INFO : Epoch 1623 | loss: 0.0311564 | val_loss: 0.0311715 | Time: 1581.06 ms
[2022-04-01 16:28:38 main:574] : INFO : Epoch 1624 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 1581.95 ms
[2022-04-01 16:28:39 main:574] : INFO : Epoch 1625 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 1417.75 ms
[2022-04-01 16:28:41 main:574] : INFO : Epoch 1626 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 1332.61 ms
[2022-04-01 16:28:42 main:574] : INFO : Epoch 1627 | loss: 0.0311504 | val_loss: 0.0311662 | Time: 1582.08 ms
[2022-04-01 16:28:44 main:574] : INFO : Epoch 1628 | loss: 0.0311589 | val_loss: 0.0311888 | Time: 1604.01 ms
[2022-04-01 16:28:45 main:574] : INFO : Epoch 1629 | loss: 0.031176 | val_loss: 0.0311766 | Time: 1591.54 ms
[2022-04-01 16:28:47 main:574] : INFO : Epoch 1630 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 1568.91 ms
[2022-04-01 16:28:48 main:574] : INFO : Epoch 1631 | loss: 0.0311722 | val_loss: 0.0311708 | Time: 1591.01 ms
[2022-04-01 16:28:50 main:574] : INFO : Epoch 1632 | loss: 0.0311668 | val_loss: 0.0311661 | Time: 1159.4 ms
[2022-04-01 16:28:51 main:574] : INFO : Epoch 1633 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 1577.31 ms
[2022-04-01 16:28:53 main:574] : INFO : Epoch 1634 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 1560.76 ms
[2022-04-01 16:28:54 main:574] : INFO : Epoch 1635 | loss: 0.0311582 | val_loss: 0.0311649 | Time: 1574.41 ms
[2022-04-01 16:28:56 main:574] : INFO : Epoch 1636 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 1574.98 ms
[2022-04-01 16:28:57 main:574] : INFO : Epoch 1637 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 1548.62 ms
[2022-04-01 16:28:59 main:574] : INFO : Epoch 1638 | loss: 0.0311584 | val_loss: 0.0311656 | Time: 1478.6 ms
[2022-04-01 16:29:00 main:574] : INFO : Epoch 1639 | loss: 0.0311572 | val_loss: 0.031165 | Time: 1251.54 ms
[2022-04-01 16:29:02 main:574] : INFO : Epoch 1640 | loss: 0.0311536 | val_loss: 0.0311625 | Time: 1589.94 ms
[2022-04-01 16:29:03 main:574] : INFO : Epoch 1641 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 1577.61 ms
[2022-04-01 16:29:05 main:574] : INFO : Epoch 1642 | loss: 0.0311537 | val_loss: 0.0311633 | Time: 1570.48 ms
[2022-04-01 16:29:07 main:574] : INFO : Epoch 1643 | loss: 0.0311551 | val_loss: 0.0311699 | Time: 1579.31 ms
[2022-04-01 16:29:08 main:574] : INFO : Epoch 1644 | loss: 0.0311542 | val_loss: 0.0311648 | Time: 1592.91 ms
[2022-04-01 16:29:09 main:574] : INFO : Epoch 1645 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 1302.48 ms
[2022-04-01 16:29:11 main:574] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.0311637 | Time: 1482.29 ms
[2022-04-01 16:29:13 main:574] : INFO : Epoch 1647 | loss: 0.0311519 | val_loss: 0.0311692 | Time: 1601.04 ms
[2022-04-01 16:29:14 main:574] : INFO : Epoch 1648 | loss: 0.0311547 | val_loss: 0.0311615 | Time: 1564.01 ms
[2022-04-01 16:29:16 main:574] : INFO : Epoch 1649 | loss: 0.031151 | val_loss: 0.0311638 | Time: 1588.03 ms
[2022-04-01 16:29:17 main:574] : INFO : Epoch 1650 | loss: 0.0311519 | val_loss: 0.0311655 | Time: 1588.71 ms
[2022-04-01 16:29:19 main:574] : INFO : Epoch 1651 | loss: 0.0311525 | val_loss: 0.031167 | Time: 1557.79 ms
[2022-04-01 16:29:20 main:574] : INFO : Epoch 1652 | loss: 0.0311541 | val_loss: 0.0311657 | Time: 1216.71 ms
[2022-04-01 16:29:22 main:574] : INFO : Epoch 1653 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 1553.97 ms
[2022-04-01 16:29:23 main:574] : INFO : Epoch 1654 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 1572.01 ms
[2022-04-01 16:29:25 main:574] : INFO : Epoch 1655 | loss: 0.0311538 | val_loss: 0.0311655 | Time: 1570.86 ms
[2022-04-01 16:29:26 main:574] : INFO : Epoch 1656 | loss: 0.0311518 | val_loss: 0.0311613 | Time: 1576.95 ms
[2022-04-01 16:29:28 main:574] : INFO : Epoch 1657 | loss: 0.031148 | val_loss: 0.0311635 | Time: 1560.79 ms
[2022-04-01 16:29:29 main:574] : INFO : Epoch 1658 | loss: 0.0311496 | val_loss: 0.0311626 | Time: 1411.5 ms
[2022-04-01 16:29:31 main:574] : INFO : Epoch 1659 | loss: 0.0311483 | val_loss: 0.0311614 | Time: 1373.52 ms
[2022-04-01 16:29:32 main:574] : INFO : Epoch 1660 | loss: 0.0311486 | val_loss: 0.0311673 | Time: 1561.43 ms
[2022-04-01 16:29:34 main:574] : INFO : Epoch 1661 | loss: 0.0311494 | val_loss: 0.0311653 | Time: 1575.47 ms
[2022-04-01 16:29:35 main:574] : INFO : Epoch 1662 | loss: 0.0311495 | val_loss: 0.0311721 | Time: 1592.85 ms
[2022-04-01 16:29:37 main:574] : INFO : Epoch 1663 | loss: 0.031157 | val_loss: 0.0311734 | Time: 1580.7 ms
[2022-04-01 16:29:39 main:574] : INFO : Epoch 1664 | loss: 0.0311612 | val_loss: 0.0311701 | Time: 1577.58 ms
[2022-04-01 16:29:40 main:574] : INFO : Epoch 1665 | loss: 0.0311499 | val_loss: 0.0311669 | Time: 1166.72 ms
[2022-04-01 16:29:41 main:574] : INFO : Epoch 1666 | loss: 0.0311487 | val_loss: 0.0311633 | Time: 1610.57 ms
[2022-04-01 16:29:43 main:574] : INFO : Epoch 1667 | loss: 0.031148 | val_loss: 0.0311629 | Time: 1568.5 ms
[2022-04-01 16:29:45 main:574] : INFO : Epoch 1668 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 1601.55 ms
[2022-04-01 16:29:46 main:574] : INFO : Epoch 1669 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 1600.5 ms
[2022-04-01 16:29:48 main:574] : INFO : Epoch 1670 | loss: 0.031152 | val_loss: 0.0311643 | Time: 1569.01 ms
[2022-04-01 16:29:49 main:574] : INFO : Epoch 1671 | loss: 0.0311493 | val_loss: 0.0311627 | Time: 1454.56 ms
[2022-04-01 16:29:50 main:574] : INFO : Epoch 1672 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 1345.93 ms
[2022-04-01 16:29:52 main:574] : INFO : Epoch 1673 | loss: 0.0311464 | val_loss: 0.0311612 | Time: 1547.79 ms
[2022-04-01 16:29:54 main:574] : INFO : Epoch 1674 | loss: 0.031154 | val_loss: 0.031175 | Time: 1581.94 ms
[2022-04-01 16:29:55 main:574] : INFO : Epoch 1675 | loss: 0.0311501 | val_loss: 0.0311637 | Time: 1573.72 ms
[2022-04-01 16:29:57 main:574] : INFO : Epoch 1676 | loss: 0.0311488 | val_loss: 0.0311686 | Time: 1581.85 ms
[2022-04-01 16:29:58 main:574] : INFO : Epoch 1677 | loss: 0.0311496 | val_loss: 0.0311642 | Time: 1576.9 ms
[2022-04-01 16:30:00 main:574] : INFO : Epoch 1678 | loss: 0.0311469 | val_loss: 0.0311606 | Time: 1283.9 ms
[2022-04-01 16:30:01 main:574] : INFO : Epoch 1679 | loss: 0.0311478 | val_loss: 0.0311657 | Time: 1535.84 ms
[2022-04-01 16:30:03 main:574] : INFO : Epoch 1680 | loss: 0.0311462 | val_loss: 0.0311613 | Time: 1560.42 ms
[2022-04-01 16:30:04 main:574] : INFO : Epoch 1681 | loss: 0.0311481 | val_loss: 0.0311618 | Time: 1587.49 ms
[2022-04-01 16:30:06 main:574] : INFO : Epoch 1682 | loss: 0.0311453 | val_loss: 0.0311623 | Time: 1598.81 ms
[2022-04-01 16:30:08 main:574] : INFO : Epoch 1683 | loss: 0.0311446 | val_loss: 0.0311631 | Time: 1583.65 ms
[2022-04-01 16:30:09 main:574] : INFO : Epoch 1684 | loss: 0.0311461 | val_loss: 0.0311721 | Time: 1464.05 ms
[2022-04-01 16:30:10 main:574] : INFO : Epoch 1685 | loss: 0.0311475 | val_loss: 0.0311651 | Time: 1171.56 ms
[2022-04-01 16:30:12 main:574] : INFO : Epoch 1686 | loss: 0.0311506 | val_loss: 0.0311595 | Time: 1543.52 ms
[2022-04-01 16:30:13 main:574] : INFO : Epoch 1687 | loss: 0.0311449 | val_loss: 0.0311684 | Time: 1548.28 ms
[2022-04-01 16:30:15 main:574] : INFO : Epoch 1688 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 1599.13 ms
[2022-04-01 16:30:16 main:574] : INFO : Epoch 1689 | loss: 0.0311443 | val_loss: 0.0311611 | Time: 1575.53 ms
[2022-04-01 16:30:18 main:574] : INFO : Epoch 1690 | loss: 0.0311437 | val_loss: 0.0311666 | Time: 1541.57 ms
[2022-04-01 16:30:19 main:574] : INFO : Epoch 1691 | loss: 0.0311439 | val_loss: 0.0311711 | Time: 1412.02 ms
[2022-04-01 16:30:21 main:574] : INFO : Epoch 1692 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 1418.3 ms
[2022-04-01 16:30:22 main:574] : INFO : Epoch 1693 | loss: 0.031143 | val_loss: 0.0311651 | Time: 1562.52 ms
[2022-04-01 16:30:24 main:574] : INFO : Epoch 1694 | loss: 0.0311462 | val_loss: 0.0311683 | Time: 1597.25 ms
[2022-04-01 16:30:26 main:574] : INFO : Epoch 1695 | loss: 0.0311427 | val_loss: 0.0311652 | Time: 1587.69 ms
[2022-04-01 16:30:27 main:574] : INFO : Epoch 1696 | loss: 0.0311415 | val_loss: 0.0311628 | Time: 1565.26 ms
[2022-04-01 16:30:29 main:574] : INFO : Epoch 1697 | loss: 0.0311454 | val_loss: 0.0311714 | Time: 1549.48 ms
[2022-04-01 16:30:30 main:574] : INFO : Epoch 1698 | loss: 0.031144 | val_loss: 0.0311646 | Time: 1254.94 ms
[2022-04-01 16:30:32 main:574] : INFO : Epoch 1699 | loss: 0.0311429 | val_loss: 0.0311678 | Time: 1574.89 ms
[2022-04-01 16:30:33 main:574] : INFO : Epoch 1700 | loss: 0.031143 | val_loss: 0.0311639 | Time: 1564.58 ms
[2022-04-01 16:30:35 main:574] : INFO : Epoch 1701 | loss: 0.0311436 | val_loss: 0.0311673 | Time: 1582.06 ms
[2022-04-01 16:30:36 main:574] : INFO : Epoch 1702 | loss: 0.0311495 | val_loss: 0.031177 | Time: 1567.86 ms
[2022-04-01 16:30:38 main:574] : INFO : Epoch 1703 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 1563.08 ms
[2022-04-01 16:30:39 main:574] : INFO : Epoch 1704 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 1437.81 ms
[2022-04-01 16:30:41 main:574] : INFO : Epoch 1705 | loss: 0.0311461 | val_loss: 0.0311646 | Time: 1332.49 ms
[2022-04-01 16:30:42 main:574] : INFO : Epoch 1706 | loss: 0.0311483 | val_loss: 0.0311676 | Time: 1578.97 ms
[2022-04-01 16:30:44 main:574] : INFO : Epoch 1707 | loss: 0.0311534 | val_loss: 0.0311627 | Time: 1586.32 ms
[2022-04-01 16:30:45 main:574] : INFO : Epoch 1708 | loss: 0.0311485 | val_loss: 0.0311628 | Time: 1571.14 ms
[2022-04-01 16:30:47 main:574] : INFO : Epoch 1709 | loss: 0.0311474 | val_loss: 0.0311692 | Time: 1576.76 ms
[2022-04-01 16:30:48 main:574] : INFO : Epoch 1710 | loss: 0.031146 | val_loss: 0.0311656 | Time: 1569.39 ms
[2022-04-01 16:30:50 main:574] : INFO : Epoch 1711 | loss: 0.0311461 | val_loss: 0.031161 | Time: 1235.67 ms
[2022-04-01 16:30:51 main:574] : INFO : Epoch 1712 | loss: 0.0311433 | val_loss: 0.031162 | Time: 1521.77 ms
[2022-04-01 16:30:53 main:574] : INFO : Epoch 1713 | loss: 0.0311428 | val_loss: 0.0311621 | Time: 1571.36 ms
[2022-04-01 16:30:54 main:574] : INFO : Epoch 1714 | loss: 0.0311447 | val_loss: 0.0311647 | Time: 1577.7 ms
[2022-04-01 16:30:56 main:574] : INFO : Epoch 1715 | loss: 0.0311437 | val_loss: 0.0311658 | Time: 1582.56 ms
[2022-04-01 16:30:58 main:574] : INFO : Epoch 1716 | loss: 0.0311419 | val_loss: 0.0311652 | Time: 1573.13 ms
[2022-04-01 16:30:59 main:574] : INFO : Epoch 1717 | loss: 0.0311424 | val_loss: 0.0311603 | Time: 1557.53 ms
[2022-04-01 16:31:00 main:574] : INFO : Epoch 1718 | loss: 0.0311424 | val_loss: 0.0311638 | Time: 1209.36 ms
[2022-04-01 16:31:02 main:574] : INFO : Epoch 1719 | loss: 0.0311424 | val_loss: 0.0311688 | Time: 1576.32 ms
[2022-04-01 16:31:03 main:574] : INFO : Epoch 1720 | loss: 0.0311416 | val_loss: 0.0311654 | Time: 1572.41 ms
[2022-04-01 16:31:05 main:574] : INFO : Epoch 1721 | loss: 0.0311385 | val_loss: 0.0311621 | Time: 1606.06 ms
[2022-04-01 16:31:07 main:574] : INFO : Epoch 1722 | loss: 0.0311364 | val_loss: 0.0311654 | Time: 1581.26 ms
[2022-04-01 16:31:08 main:574] : INFO : Epoch 1723 | loss: 0.0311404 | val_loss: 0.031163 | Time: 1582.2 ms
[2022-04-01 16:31:10 main:574] : INFO : Epoch 1724 | loss: 0.0311395 | val_loss: 0.0311646 | Time: 1316.96 ms
[2022-04-01 16:31:11 main:574] : INFO : Epoch 1725 | loss: 0.0311399 | val_loss: 0.0311649 | Time: 1445.73 ms
[2022-04-01 16:31:13 main:574] : INFO : Epoch 1726 | loss: 0.0311411 | val_loss: 0.0311678 | Time: 1582.07 ms
[2022-04-01 16:31:14 main:574] : INFO : Epoch 1727 | loss: 0.0311414 | val_loss: 0.0311644 | Time: 1574.37 ms
[2022-04-01 16:31:16 main:574] : INFO : Epoch 1728 | loss: 0.0311389 | val_loss: 0.0311652 | Time: 1586.18 ms
[2022-04-01 16:31:17 main:574] : INFO : Epoch 1729 | loss: 0.0311382 | val_loss: 0.0311662 | Time: 1549.31 ms
[2022-04-01 16:31:19 main:574] : INFO : Epoch 1730 | loss: 0.0311386 | val_loss: 0.0311623 | Time: 1560.35 ms
[2022-04-01 16:31:20 main:574] : INFO : Epoch 1731 | loss: 0.031138 | val_loss: 0.0311631 | Time: 1238.77 ms
[2022-04-01 16:31:22 main:574] : INFO : Epoch 1732 | loss: 0.031138 | val_loss: 0.0311631 | Time: 1606.12 ms
[2022-04-01 16:31:23 main:574] : INFO : Epoch 1733 | loss: 0.0311407 | val_loss: 0.0311697 | Time: 1567.65 ms
[2022-04-01 16:31:25 main:574] : INFO : Epoch 1734 | loss: 0.0311438 | val_loss: 0.0311686 | Time: 1590.96 ms
[2022-04-01 16:31:26 main:574] : INFO : Epoch 1735 | loss: 0.0311489 | val_loss: 0.0311624 | Time: 1567.3 ms
[2022-04-01 16:31:28 main:574] : INFO : Epoch 1736 | loss: 0.0311474 | val_loss: 0.0311614 | Time: 1584.57 ms
[2022-04-01 16:31:29 main:574] : INFO : Epoch 1737 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 1427.11 ms
[2022-04-01 16:31:31 main:574] : INFO : Epoch 1738 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 1401.35 ms
[2022-04-01 16:31:32 main:574] : INFO : Epoch 1739 | loss: 0.031149 | val_loss: 0.0311608 | Time: 1588.38 ms
[2022-04-01 16:31:34 main:574] : INFO : Epoch 1740 | loss: 0.0311487 | val_loss: 0.0311658 | Time: 1555.47 ms
[2022-04-01 16:31:36 main:574] : INFO : Epoch 1741 | loss: 0.0311475 | val_loss: 0.0311685 | Time: 1564.75 ms
[2022-04-01 16:31:37 main:574] : INFO : Epoch 1742 | loss: 0.0311424 | val_loss: 0.0311667 | Time: 1574.27 ms
[2022-04-01 16:31:39 main:574] : INFO : Epoch 1743 | loss: 0.031143 | val_loss: 0.0311672 | Time: 1563.98 ms
[2022-04-01 16:31:40 main:574] : INFO : Epoch 1744 | loss: 0.0311425 | val_loss: 0.0311664 | Time: 1246.3 ms
[2022-04-01 16:31:42 main:574] : INFO : Epoch 1745 | loss: 0.0311383 | val_loss: 0.0311685 | Time: 1573.39 ms
[2022-04-01 16:31:43 main:574] : INFO : Epoch 1746 | loss: 0.0311392 | val_loss: 0.0311658 | Time: 1602.4 ms
[2022-04-01 16:31:45 main:574] : INFO : Epoch 1747 | loss: 0.0311407 | val_loss: 0.0311665 | Time: 1583.7 ms
[2022-04-01 16:31:46 main:574] : INFO : Epoch 1748 | loss: 0.0311413 | val_loss: 0.0311634 | Time: 1590.92 ms
[2022-04-01 16:31:48 main:574] : INFO : Epoch 1749 | loss: 0.0311396 | val_loss: 0.0311645 | Time: 1564.76 ms
[2022-04-01 16:31:49 main:574] : INFO : Epoch 1750 | loss: 0.0311391 | val_loss: 0.0311676 | Time: 1418.34 ms
[2022-04-01 16:31:51 main:574] : INFO : Epoch 1751 | loss: 0.0311422 | val_loss: 0.0311711 | Time: 1251.05 ms
[2022-04-01 16:31:52 main:574] : INFO : Epoch 1752 | loss: 0.0311389 | val_loss: 0.0311679 | Time: 1569.97 ms
[2022-04-01 16:31:54 main:574] : INFO : Epoch 1753 | loss: 0.031141 | val_loss: 0.0311649 | Time: 1531.18 ms
[2022-04-01 16:31:55 main:574] : INFO : Epoch 1754 | loss: 0.0311356 | val_loss: 0.031164 | Time: 1584.46 ms
[2022-04-01 16:31:57 main:574] : INFO : Epoch 1755 | loss: 0.031138 | val_loss: 0.0311691 | Time: 1601.5 ms
[2022-04-01 16:31:58 main:574] : INFO : Epoch 1756 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 1573.33 ms
[2022-04-01 16:32:00 main:574] : INFO : Epoch 1757 | loss: 0.0311388 | val_loss: 0.0311711 | Time: 1461.89 ms
[2022-04-01 16:32:02 main:574] : INFO : Epoch 1758 | loss: 0.0311371 | val_loss: 0.0311674 | Time: 1586.33 ms
[2022-04-01 16:32:03 main:574] : INFO : Epoch 1759 | loss: 0.0311377 | val_loss: 0.0311681 | Time: 1605.19 ms
[2022-04-01 16:32:05 main:574] : INFO : Epoch 1760 | loss: 0.0311391 | val_loss: 0.031168 | Time: 1566.1 ms
[2022-04-01 16:32:06 main:574] : INFO : Epoch 1761 | loss: 0.031138 | val_loss: 0.0311737 | Time: 1585.76 ms
[2022-04-01 16:32:08 main:574] : INFO : Epoch 1762 | loss: 0.031138 | val_loss: 0.0311808 | Time: 1576.23 ms
[2022-04-01 16:32:09 main:574] : INFO : Epoch 1763 | loss: 0.0311413 | val_loss: 0.031167 | Time: 1488.18 ms
[2022-04-01 16:32:11 main:574] : INFO : Epoch 1764 | loss: 0.0311384 | val_loss: 0.0311685 | Time: 1265.78 ms
[2022-04-01 16:32:12 main:574] : INFO : Epoch 1765 | loss: 0.0311394 | val_loss: 0.0311712 | Time: 1572.18 ms
[2022-04-01 16:32:14 main:574] : INFO : Epoch 1766 | loss: 0.0311385 | val_loss: 0.0311725 | Time: 1600.16 ms
[2022-04-01 16:32:15 main:574] : INFO : Epoch 1767 | loss: 0.0311389 | val_loss: 0.0311737 | Time: 1508.22 ms
[2022-04-01 16:32:17 main:574] : INFO : Epoch 1768 | loss: 0.0311349 | val_loss: 0.0311664 | Time: 1555.47 ms
[2022-04-01 16:32:18 main:574] : INFO : Epoch 1769 | loss: 0.0311362 | val_loss: 0.0311684 | Time: 1567.94 ms
[2022-04-01 16:32:20 main:574] : INFO : Epoch 1770 | loss: 0.0311382 | val_loss: 0.0311679 | Time: 1287.24 ms
[2022-04-01 16:32:21 main:574] : INFO : Epoch 1771 | loss: 0.0311366 | val_loss: 0.0311644 | Time: 1444.62 ms
[2022-04-01 16:32:23 main:574] : INFO : Epoch 1772 | loss: 0.0311368 | val_loss: 0.0311658 | Time: 1602.39 ms
[2022-04-01 16:32:24 main:574] : INFO : Epoch 1773 | loss: 0.0311335 | val_loss: 0.0311688 | Time: 1546.24 ms
[2022-04-01 16:32:26 main:574] : INFO : Epoch 1774 | loss: 0.0311338 | val_loss: 0.0311715 | Time: 1581.15 ms
[2022-04-01 16:32:27 main:574] : INFO : Epoch 1775 | loss: 0.0311346 | val_loss: 0.0311698 | Time: 1568.61 ms
[2022-04-01 16:32:29 main:574] : INFO : Epoch 1776 | loss: 0.0311343 | val_loss: 0.0311696 | Time: 1568.42 ms
[2022-04-01 16:32:30 main:574] : INFO : Epoch 1777 | loss: 0.0311378 | val_loss: 0.031169 | Time: 1173.98 ms
[2022-04-01 16:32:32 main:574] : INFO : Epoch 1778 | loss: 0.0311358 | val_loss: 0.031173 | Time: 1581.8 ms
[2022-04-01 16:32:33 main:574] : INFO : Epoch 1779 | loss: 0.0311343 | val_loss: 0.0311727 | Time: 1579.92 ms
[2022-04-01 16:32:35 main:574] : INFO : Epoch 1780 | loss: 0.0311352 | val_loss: 0.0311666 | Time: 1546.71 ms
[2022-04-01 16:32:36 main:574] : INFO : Epoch 1781 | loss: 0.0311396 | val_loss: 0.0311781 | Time: 1568.74 ms
[2022-04-01 16:32:38 main:574] : INFO : Epoch 1782 | loss: 0.0311459 | val_loss: 0.0311672 | Time: 1588.64 ms
[2022-04-01 16:32:39 main:574] : INFO : Epoch 1783 | loss: 0.0311408 | val_loss: 0.0311657 | Time: 1411.1 ms
[2022-04-01 16:32:41 main:574] : INFO : Epoch 1784 | loss: 0.0311392 | val_loss: 0.0311656 | Time: 1365.18 ms
[2022-04-01 16:32:42 main:574] : INFO : Epoch 1785 | loss: 0.0311368 | val_loss: 0.0311667 | Time: 1577.03 ms
[2022-04-01 16:32:44 main:574] : INFO : Epoch 1786 | loss: 0.0311423 | val_loss: 0.0311815 | Time: 1591.83 ms
[2022-04-01 16:32:46 main:574] : INFO : Epoch 1787 | loss: 0.03114 | val_loss: 0.0311663 | Time: 1555.89 ms
[2022-04-01 16:32:47 main:574] : INFO : Epoch 1788 | loss: 0.0311392 | val_loss: 0.0311685 | Time: 1606.14 ms
[2022-04-01 16:32:49 main:574] : INFO : Epoch 1789 | loss: 0.0311377 | val_loss: 0.031167 | Time: 1614.05 ms
[2022-04-01 16:32:50 main:574] : INFO : Epoch 1790 | loss: 0.0311381 | val_loss: 0.0311724 | Time: 1198.91 ms
[2022-04-01 16:32:52 main:574] : INFO : Epoch 1791 | loss: 0.0311383 | val_loss: 0.0311653 | Time: 1576.07 ms
[2022-04-01 16:32:53 main:574] : INFO : Epoch 1792 | loss: 0.031141 | val_loss: 0.0311695 | Time: 1563.67 ms
[2022-04-01 16:32:55 main:574] : INFO : Epoch 1793 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 1551.26 ms
[2022-04-01 16:32:56 main:574] : INFO : Epoch 1794 | loss: 0.0311446 | val_loss: 0.0311657 | Time: 1614.97 ms
[2022-04-01 16:32:58 main:574] : INFO : Epoch 1795 | loss: 0.0311413 | val_loss: 0.0311651 | Time: 1580.8 ms
[2022-04-01 16:32:59 main:574] : INFO : Epoch 1796 | loss: 0.0311444 | val_loss: 0.0311695 | Time: 1440.45 ms
[2022-04-01 16:33:01 main:574] : INFO : Epoch 1797 | loss: 0.0311388 | val_loss: 0.0311632 | Time: 1441.51 ms
[2022-04-01 16:33:02 main:574] : INFO : Epoch 1798 | loss: 0.0311391 | val_loss: 0.031167 | Time: 1547.35 ms
[2022-04-01 16:33:04 main:574] : INFO : Epoch 1799 | loss: 0.0311407 | val_loss: 0.0311652 | Time: 1586.39 ms
[2022-04-01 16:33:06 main:574] : INFO : Epoch 1800 | loss: 0.0311403 | val_loss: 0.0311641 | Time: 1562 ms
[2022-04-01 16:33:07 main:574] : INFO : Epoch 1801 | loss: 0.031135 | val_loss: 0.0311652 | Time: 1570.47 ms
[2022-04-01 16:33:09 main:574] : INFO : Epoch 1802 | loss: 0.0311375 | val_loss: 0.0311655 | Time: 1606.06 ms
[2022-04-01 16:33:10 main:574] : INFO : Epoch 1803 | loss: 0.0311374 | val_loss: 0.0311687 | Time: 1161.51 ms
[2022-04-01 16:33:11 main:574] : INFO : Epoch 1804 | loss: 0.0311361 | val_loss: 0.0311678 | Time: 1485.59 ms
[2022-04-01 16:33:13 main:574] : INFO : Epoch 1805 | loss: 0.0311353 | val_loss: 0.0311729 | Time: 1575.97 ms
[2022-04-01 16:33:14 main:574] : INFO : Epoch 1806 | loss: 0.0311357 | val_loss: 0.0311689 | Time: 1566.22 ms
[2022-04-01 16:33:16 main:574] : INFO : Epoch 1807 | loss: 0.0311377 | val_loss: 0.0311705 | Time: 1562.98 ms
[2022-04-01 16:33:18 main:574] : INFO : Epoch 1808 | loss: 0.0311395 | val_loss: 0.031171 | Time: 1559.26 ms
[2022-04-01 16:33:19 main:574] : INFO : Epoch 1809 | loss: 0.0311341 | val_loss: 0.0311704 | Time: 1563.43 ms
[2022-04-01 16:33:20 main:574] : INFO : Epoch 1810 | loss: 0.0311331 | val_loss: 0.0311778 | Time: 1136.23 ms
[2022-04-01 16:33:22 main:574] : INFO : Epoch 1811 | loss: 0.0311343 | val_loss: 0.0311683 | Time: 1587.49 ms
[2022-04-01 16:33:23 main:574] : INFO : Epoch 1812 | loss: 0.0311344 | val_loss: 0.0311685 | Time: 1549.21 ms
[2022-04-01 16:33:25 main:574] : INFO : Epoch 1813 | loss: 0.0311335 | val_loss: 0.0311723 | Time: 1549.79 ms
[2022-04-01 16:33:27 main:574] : INFO : Epoch 1814 | loss: 0.0311365 | val_loss: 0.0311711 | Time: 1561.59 ms
[2022-04-01 16:33:28 main:574] : INFO : Epoch 1815 | loss: 0.0311339 | val_loss: 0.0311693 | Time: 1599.77 ms
[2022-04-01 16:33:30 main:574] : INFO : Epoch 1816 | loss: 0.0311343 | val_loss: 0.0311654 | Time: 1388.14 ms
[2022-04-01 16:33:31 main:574] : INFO : Epoch 1817 | loss: 0.0311339 | val_loss: 0.0311691 | Time: 1328.07 ms
[2022-04-01 16:33:32 main:574] : INFO : Epoch 1818 | loss: 0.031133 | val_loss: 0.0311698 | Time: 1589.76 ms
[2022-04-01 16:33:34 main:574] : INFO : Epoch 1819 | loss: 0.0311345 | val_loss: 0.0311786 | Time: 1579.38 ms
[2022-04-01 16:33:36 main:574] : INFO : Epoch 1820 | loss: 0.0311386 | val_loss: 0.0311835 | Time: 1556.05 ms
[2022-04-01 16:33:37 main:574] : INFO : Epoch 1821 | loss: 0.0311373 | val_loss: 0.0311696 | Time: 1580.27 ms
[2022-04-01 16:33:39 main:574] : INFO : Epoch 1822 | loss: 0.0311337 | val_loss: 0.0311701 | Time: 1582.05 ms
[2022-04-01 16:33:40 main:574] : INFO : Epoch 1823 | loss: 0.0311325 | val_loss: 0.0311696 | Time: 1198.37 ms
[2022-04-01 16:33:42 main:574] : INFO : Epoch 1824 | loss: 0.0311334 | val_loss: 0.031164 | Time: 1581.59 ms
[2022-04-01 16:33:43 main:574] : INFO : Epoch 1825 | loss: 0.0311309 | val_loss: 0.0311696 | Time: 1578.03 ms
[2022-04-01 16:33:45 main:574] : INFO : Epoch 1826 | loss: 0.0311318 | val_loss: 0.0311683 | Time: 1590.37 ms
[2022-04-01 16:33:46 main:574] : INFO : Epoch 1827 | loss: 0.0311315 | val_loss: 0.0311717 | Time: 1573.88 ms
[2022-04-01 16:33:48 main:574] : INFO : Epoch 1828 | loss: 0.0311304 | val_loss: 0.0311674 | Time: 1613.72 ms
[2022-04-01 16:33:49 main:574] : INFO : Epoch 1829 | loss: 0.0311328 | val_loss: 0.0311701 | Time: 1453.02 ms
[2022-04-01 16:33:51 main:574] : INFO : Epoch 1830 | loss: 0.0311346 | val_loss: 0.0311704 | Time: 1237.73 ms
[2022-04-01 16:33:52 main:574] : INFO : Epoch 1831 | loss: 0.0311352 | val_loss: 0.0311751 | Time: 1596.44 ms
[2022-04-01 16:33:54 main:574] : INFO : Epoch 1832 | loss: 0.0311344 | val_loss: 0.0311715 | Time: 1570.3 ms
[2022-04-01 16:33:55 main:574] : INFO : Epoch 1833 | loss: 0.0311337 | val_loss: 0.0311757 | Time: 1551.07 ms
[2022-04-01 16:33:57 main:574] : INFO : Epoch 1834 | loss: 0.0311325 | val_loss: 0.0311744 | Time: 1569.03 ms
[2022-04-01 16:33:59 main:574] : INFO : Epoch 1835 | loss: 0.0311317 | val_loss: 0.0311687 | Time: 1588.77 ms
[2022-04-01 16:34:00 main:574] : INFO : Epoch 1836 | loss: 0.0311325 | val_loss: 0.0311688 | Time: 1292.5 ms
[2022-04-01 16:34:01 main:574] : INFO : Epoch 1837 | loss: 0.0311355 | val_loss: 0.0311681 | Time: 1429.57 ms
[2022-04-01 16:34:03 main:574] : INFO : Epoch 1838 | loss: 0.0311323 | val_loss: 0.0311701 | Time: 1598.46 ms
[2022-04-01 16:34:04 main:574] : INFO : Epoch 1839 | loss: 0.031135 | val_loss: 0.0311706 | Time: 1592.76 ms
[2022-04-01 16:34:06 main:574] : INFO : Epoch 1840 | loss: 0.0311331 | val_loss: 0.0311667 | Time: 1582.07 ms
[2022-04-01 16:34:08 main:574] : INFO : Epoch 1841 | loss: 0.0311326 | val_loss: 0.0311691 | Time: 1580.52 ms
[2022-04-01 16:34:09 main:574] : INFO : Epoch 1842 | loss: 0.031131 | val_loss: 0.0311679 | Time: 1575.15 ms
[2022-04-01 16:34:10 main:574] : INFO : Epoch 1843 | loss: 0.0311346 | val_loss: 0.0311674 | Time: 1110.71 ms
[2022-04-01 16:34:12 main:574] : INFO : Epoch 1844 | loss: 0.0311339 | val_loss: 0.0311725 | Time: 1586.31 ms
[2022-04-01 16:34:13 main:574] : INFO : Epoch 1845 | loss: 0.0311323 | val_loss: 0.0311788 | Time: 1528.47 ms
[2022-04-01 16:34:15 main:574] : INFO : Epoch 1846 | loss: 0.0311334 | val_loss: 0.0311702 | Time: 1589.8 ms
[2022-04-01 16:34:17 main:574] : INFO : Epoch 1847 | loss: 0.0311309 | val_loss: 0.0311726 | Time: 1564.55 ms
[2022-04-01 16:34:18 main:574] : INFO : Epoch 1848 | loss: 0.0311296 | val_loss: 0.0311688 | Time: 1584.25 ms
[2022-04-01 16:34:20 main:574] : INFO : Epoch 1849 | loss: 0.0311289 | val_loss: 0.031169 | Time: 1392.23 ms
[2022-04-01 16:34:21 main:574] : INFO : Epoch 1850 | loss: 0.0311282 | val_loss: 0.0311712 | Time: 1247.2 ms
[2022-04-01 16:34:22 main:574] : INFO : Epoch 1851 | loss: 0.0311296 | val_loss: 0.0311706 | Time: 1615.65 ms
[2022-04-01 16:34:24 main:574] : INFO : Epoch 1852 | loss: 0.0311314 | val_loss: 0.0311787 | Time: 1566.43 ms
[2022-04-01 16:34:26 main:574] : INFO : Epoch 1853 | loss: 0.0311364 | val_loss: 0.0311821 | Time: 1565.6 ms
[2022-04-01 16:34:27 main:574] : INFO : Epoch 1854 | loss: 0.0311367 | val_loss: 0.0311763 | Time: 1612.91 ms
[2022-04-01 16:34:29 main:574] : INFO : Epoch 1855 | loss: 0.0311316 | val_loss: 0.0311681 | Time: 1616.82 ms
[2022-04-01 16:34:30 main:574] : INFO : Epoch 1856 | loss: 0.0311305 | val_loss: 0.0311754 | Time: 1263.25 ms
[2022-04-01 16:34:32 main:574] : INFO : Epoch 1857 | loss: 0.0311352 | val_loss: 0.0311784 | Time: 1528.37 ms
[2022-04-01 16:34:33 main:574] : INFO : Epoch 1858 | loss: 0.0311341 | val_loss: 0.0311708 | Time: 1573.1 ms
[2022-04-01 16:34:35 main:574] : INFO : Epoch 1859 | loss: 0.03113 | val_loss: 0.0311737 | Time: 1576.23 ms
[2022-04-01 16:34:36 main:574] : INFO : Epoch 1860 | loss: 0.0311296 | val_loss: 0.0311703 | Time: 1577.62 ms
[2022-04-01 16:34:38 main:574] : INFO : Epoch 1861 | loss: 0.0311294 | val_loss: 0.0311717 | Time: 1565.36 ms
[2022-04-01 16:34:39 main:574] : INFO : Epoch 1862 | loss: 0.0311297 | val_loss: 0.0311702 | Time: 1498.75 ms
[2022-04-01 16:34:41 main:574] : INFO : Epoch 1863 | loss: 0.0311285 | val_loss: 0.0311729 | Time: 1187.26 ms
[2022-04-01 16:34:42 main:574] : INFO : Epoch 1864 | loss: 0.0311305 | val_loss: 0.0311704 | Time: 1615.17 ms
[2022-04-01 16:34:44 main:574] : INFO : Epoch 1865 | loss: 0.0311284 | val_loss: 0.0311717 | Time: 1580.64 ms
[2022-04-01 16:34:45 main:574] : INFO : Epoch 1866 | loss: 0.0311326 | val_loss: 0.0311744 | Time: 1583.22 ms
[2022-04-01 16:34:47 main:574] : INFO : Epoch 1867 | loss: 0.0311343 | val_loss: 0.031175 | Time: 1572.89 ms
[2022-04-01 16:34:48 main:574] : INFO : Epoch 1868 | loss: 0.0311358 | val_loss: 0.0311724 | Time: 1547.22 ms
[2022-04-01 16:34:50 main:574] : INFO : Epoch 1869 | loss: 0.0311369 | val_loss: 0.0311758 | Time: 1325.01 ms
[2022-04-01 16:34:51 main:574] : INFO : Epoch 1870 | loss: 0.0311331 | val_loss: 0.0311745 | Time: 1339.44 ms
[2022-04-01 16:34:53 main:574] : INFO : Epoch 1871 | loss: 0.0311326 | val_loss: 0.0311713 | Time: 1607.28 ms
[2022-04-01 16:34:54 main:574] : INFO : Epoch 1872 | loss: 0.031132 | val_loss: 0.0311745 | Time: 1575.1 ms
[2022-04-01 16:34:56 main:574] : INFO : Epoch 1873 | loss: 0.0311396 | val_loss: 0.0311682 | Time: 1589.43 ms
[2022-04-01 16:34:58 main:574] : INFO : Epoch 1874 | loss: 0.0311359 | val_loss: 0.0311696 | Time: 1578.09 ms
[2022-04-01 16:34:59 main:574] : INFO : Epoch 1875 | loss: 0.0311422 | val_loss: 0.031168 | Time: 1570.93 ms
[2022-04-01 16:35:00 main:574] : INFO : Epoch 1876 | loss: 0.0311324 | val_loss: 0.031171 | Time: 1182.97 ms
[2022-04-01 16:35:02 main:574] : INFO : Epoch 1877 | loss: 0.0311299 | val_loss: 0.0311692 | Time: 1554.3 ms
[2022-04-01 16:35:03 main:574] : INFO : Epoch 1878 | loss: 0.0311322 | val_loss: 0.0311683 | Time: 1542.38 ms
[2022-04-01 16:35:05 main:574] : INFO : Epoch 1879 | loss: 0.0311346 | val_loss: 0.0311696 | Time: 1584.84 ms
[2022-04-01 16:35:07 main:574] : INFO : Epoch 1880 | loss: 0.0311304 | val_loss: 0.0311694 | Time: 1581.54 ms
[2022-04-01 16:35:08 main:574] : INFO : Epoch 1881 | loss: 0.0311287 | val_loss: 0.031168 | Time: 1576.88 ms
[2022-04-01 16:35:10 main:574] : INFO : Epoch 1882 | loss: 0.0311374 | val_loss: 0.0311696 | Time: 1518.86 ms
[2022-04-01 16:35:11 main:574] : INFO : Epoch 1883 | loss: 0.031134 | val_loss: 0.031167 | Time: 1387.79 ms
[2022-04-01 16:35:13 main:574] : INFO : Epoch 1884 | loss: 0.0311276 | val_loss: 0.0311687 | Time: 1586.47 ms
[2022-04-01 16:35:14 main:574] : INFO : Epoch 1885 | loss: 0.031129 | val_loss: 0.0311712 | Time: 1598.67 ms
[2022-04-01 16:35:16 main:574] : INFO : Epoch 1886 | loss: 0.0311295 | val_loss: 0.0311667 | Time: 1577.45 ms
[2022-04-01 16:35:17 main:574] : INFO : Epoch 1887 | loss: 0.0311299 | val_loss: 0.0311719 | Time: 1582.61 ms
[2022-04-01 16:35:19 main:574] : INFO : Epoch 1888 | loss: 0.0311314 | val_loss: 0.0311689 | Time: 1553.04 ms
[2022-04-01 16:35:20 main:574] : INFO : Epoch 1889 | loss: 0.0311299 | val_loss: 0.0311683 | Time: 1322.2 ms
[2022-04-01 16:35:22 main:574] : INFO : Epoch 1890 | loss: 0.0311287 | val_loss: 0.0311683 | Time: 1565.2 ms
[2022-04-01 16:35:23 main:574] : INFO : Epoch 1891 | loss: 0.031132 | val_loss: 0.0311763 | Time: 1585.31 ms
[2022-04-01 16:35:25 main:574] : INFO : Epoch 1892 | loss: 0.0311326 | val_loss: 0.0311659 | Time: 1571.66 ms
[2022-04-01 16:35:27 main:574] : INFO : Epoch 1893 | loss: 0.0311347 | val_loss: 0.0311742 | Time: 1570.77 ms
[2022-04-01 16:35:28 main:574] : INFO : Epoch 1894 | loss: 0.0311293 | val_loss: 0.0311667 | Time: 1572.44 ms
[2022-04-01 16:35:30 main:574] : INFO : Epoch 1895 | loss: 0.031128 | val_loss: 0.0311684 | Time: 1470.45 ms
[2022-04-01 16:35:31 main:574] : INFO : Epoch 1896 | loss: 0.0311302 | val_loss: 0.0311796 | Time: 1263.45 ms
[2022-04-01 16:35:32 main:574] : INFO : Epoch 1897 | loss: 0.0311309 | val_loss: 0.0311719 | Time: 1555.63 ms
[2022-04-01 16:35:34 main:574] : INFO : Epoch 1898 | loss: 0.0311284 | val_loss: 0.0311698 | Time: 1561.78 ms
[2022-04-01 16:35:36 main:574] : INFO : Epoch 1899 | loss: 0.0311276 | val_loss: 0.0311757 | Time: 1564.48 ms
[2022-04-01 16:35:37 main:574] : INFO : Epoch 1900 | loss: 0.031131 | val_loss: 0.0311758 | Time: 1559.12 ms
[2022-04-01 16:35:39 main:574] : INFO : Epoch 1901 | loss: 0.0311318 | val_loss: 0.0311627 | Time: 1582.8 ms
[2022-04-01 16:35:40 main:574] : INFO : Epoch 1902 | loss: 0.0311328 | val_loss: 0.0311705 | Time: 1294.98 ms
[2022-04-01 16:35:41 main:574] : INFO : Epoch 1903 | loss: 0.0311314 | val_loss: 0.0311649 | Time: 1475.27 ms
[2022-04-01 16:35:43 main:574] : INFO : Epoch 1904 | loss: 0.0311326 | val_loss: 0.0311798 | Time: 1598.25 ms
[2022-04-01 16:35:45 main:574] : INFO : Epoch 1905 | loss: 0.0311314 | val_loss: 0.0311773 | Time: 1571.18 ms
[2022-04-01 16:35:46 main:574] : INFO : Epoch 1906 | loss: 0.0311532 | val_loss: 0.0311693 | Time: 1555.74 ms
[2022-04-01 16:35:48 main:574] : INFO : Epoch 1907 | loss: 0.0311617 | val_loss: 0.0311779 | Time: 1581.24 ms
[2022-04-01 16:35:49 main:574] : INFO : Epoch 1908 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 1577.42 ms
[2022-04-01 16:35:51 main:574] : INFO : Epoch 1909 | loss: 0.0311523 | val_loss: 0.0311673 | Time: 1219.83 ms
[2022-04-01 16:35:52 main:574] : INFO : Epoch 1910 | loss: 0.0311495 | val_loss: 0.0311688 | Time: 1547.77 ms
[2022-04-01 16:35:54 main:574] : INFO : Epoch 1911 | loss: 0.0311492 | val_loss: 0.0311723 | Time: 1573.29 ms
[2022-04-01 16:35:55 main:574] : INFO : Epoch 1912 | loss: 0.0311472 | val_loss: 0.0311709 | Time: 1554.89 ms
[2022-04-01 16:35:57 main:574] : INFO : Epoch 1913 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 1582.35 ms
[2022-04-01 16:35:58 main:574] : INFO : Epoch 1914 | loss: 0.0311421 | val_loss: 0.0311626 | Time: 1576.4 ms
[2022-04-01 16:36:00 main:574] : INFO : Epoch 1915 | loss: 0.0311522 | val_loss: 0.0311649 | Time: 1420.48 ms
[2022-04-01 16:36:01 main:574] : INFO : Epoch 1916 | loss: 0.0311562 | val_loss: 0.031172 | Time: 1349.29 ms
[2022-04-01 16:36:03 main:574] : INFO : Epoch 1917 | loss: 0.0311559 | val_loss: 0.0311773 | Time: 1566.71 ms
[2022-04-01 16:36:04 main:574] : INFO : Epoch 1918 | loss: 0.0311549 | val_loss: 0.0311686 | Time: 1575.44 ms
[2022-04-01 16:36:06 main:574] : INFO : Epoch 1919 | loss: 0.0311501 | val_loss: 0.031164 | Time: 1569.29 ms
[2022-04-01 16:36:08 main:574] : INFO : Epoch 1920 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 1568.61 ms
[2022-04-01 16:36:09 main:574] : INFO : Epoch 1921 | loss: 0.0311484 | val_loss: 0.0311607 | Time: 1568.28 ms
[2022-04-01 16:36:10 main:574] : INFO : Epoch 1922 | loss: 0.0311469 | val_loss: 0.0311639 | Time: 1259.72 ms
[2022-04-01 16:36:12 main:574] : INFO : Epoch 1923 | loss: 0.0311479 | val_loss: 0.03117 | Time: 1558.88 ms
[2022-04-01 16:36:13 main:574] : INFO : Epoch 1924 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 1585.02 ms
[2022-04-01 16:36:15 main:574] : INFO : Epoch 1925 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 1570.08 ms
[2022-04-01 16:36:17 main:574] : INFO : Epoch 1926 | loss: 0.0311457 | val_loss: 0.0311674 | Time: 1599.72 ms
[2022-04-01 16:36:18 main:574] : INFO : Epoch 1927 | loss: 0.0311431 | val_loss: 0.0311664 | Time: 1569.92 ms
[2022-04-01 16:36:20 main:574] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311657 | Time: 1484.93 ms
[2022-04-01 16:36:21 main:574] : INFO : Epoch 1929 | loss: 0.0311448 | val_loss: 0.0311673 | Time: 1301.28 ms
[2022-04-01 16:36:23 main:574] : INFO : Epoch 1930 | loss: 0.0311458 | val_loss: 0.0311656 | Time: 1586.17 ms
[2022-04-01 16:36:24 main:574] : INFO : Epoch 1931 | loss: 0.0311457 | val_loss: 0.0311675 | Time: 1548.65 ms
[2022-04-01 16:36:26 main:574] : INFO : Epoch 1932 | loss: 0.0311446 | val_loss: 0.0311657 | Time: 1592.63 ms
[2022-04-01 16:36:27 main:574] : INFO : Epoch 1933 | loss: 0.0311459 | val_loss: 0.0311692 | Time: 1610.11 ms
[2022-04-01 16:36:29 main:574] : INFO : Epoch 1934 | loss: 0.0311491 | val_loss: 0.0311711 | Time: 1625.46 ms
[2022-04-01 16:36:30 main:574] : INFO : Epoch 1935 | loss: 0.0311456 | val_loss: 0.0311645 | Time: 1176.93 ms
[2022-04-01 16:36:32 main:574] : INFO : Epoch 1936 | loss: 0.0311469 | val_loss: 0.03117 | Time: 1457.65 ms
[2022-04-01 16:36:33 main:574] : INFO : Epoch 1937 | loss: 0.031143 | val_loss: 0.0311647 | Time: 1594.72 ms
[2022-04-01 16:36:35 main:574] : INFO : Epoch 1938 | loss: 0.0311435 | val_loss: 0.0311673 | Time: 1549.71 ms
[2022-04-01 16:36:36 main:574] : INFO : Epoch 1939 | loss: 0.0311448 | val_loss: 0.0311793 | Time: 1599.22 ms
[2022-04-01 16:36:38 main:574] : INFO : Epoch 1940 | loss: 0.0311551 | val_loss: 0.0311711 | Time: 1567.36 ms
[2022-04-01 16:36:39 main:574] : INFO : Epoch 1941 | loss: 0.0311532 | val_loss: 0.0311673 | Time: 1493.52 ms
[2022-04-01 16:36:41 main:574] : INFO : Epoch 1942 | loss: 0.0311514 | val_loss: 0.0311608 | Time: 1173.39 ms
[2022-04-01 16:36:42 main:574] : INFO : Epoch 1943 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 1583.66 ms
[2022-04-01 16:36:44 main:574] : INFO : Epoch 1944 | loss: 0.0311469 | val_loss: 0.0311617 | Time: 1544.82 ms
[2022-04-01 16:36:45 main:574] : INFO : Epoch 1945 | loss: 0.0311471 | val_loss: 0.0311666 | Time: 1574.41 ms
[2022-04-01 16:36:47 main:574] : INFO : Epoch 1946 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 1605.8 ms
[2022-04-01 16:36:49 main:574] : INFO : Epoch 1947 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 1587.78 ms
[2022-04-01 16:36:50 main:574] : INFO : Epoch 1948 | loss: 0.03115 | val_loss: 0.0311657 | Time: 1349.17 ms
[2022-04-01 16:36:51 main:574] : INFO : Epoch 1949 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 1339.42 ms
[2022-04-01 16:36:53 main:574] : INFO : Epoch 1950 | loss: 0.031146 | val_loss: 0.0311662 | Time: 1563.49 ms
[2022-04-01 16:36:54 main:574] : INFO : Epoch 1951 | loss: 0.0311475 | val_loss: 0.0311727 | Time: 1571.49 ms
[2022-04-01 16:36:56 main:574] : INFO : Epoch 1952 | loss: 0.0311549 | val_loss: 0.0311848 | Time: 1569.92 ms
[2022-04-01 16:36:58 main:574] : INFO : Epoch 1953 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 1568.36 ms
[2022-04-01 16:36:59 main:574] : INFO : Epoch 1954 | loss: 0.0311464 | val_loss: 0.0311675 | Time: 1550.25 ms
[2022-04-01 16:37:00 main:574] : INFO : Epoch 1955 | loss: 0.0311427 | val_loss: 0.031162 | Time: 1280.08 ms
[2022-04-01 16:37:02 main:574] : INFO : Epoch 1956 | loss: 0.0311419 | val_loss: 0.0311653 | Time: 1574.07 ms
[2022-04-01 16:37:03 main:574] : INFO : Epoch 1957 | loss: 0.0311413 | val_loss: 0.0311635 | Time: 1577.2 ms
[2022-04-01 16:37:05 main:574] : INFO : Epoch 1958 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 1543.86 ms
[2022-04-01 16:37:07 main:574] : INFO : Epoch 1959 | loss: 0.0311414 | val_loss: 0.0311645 | Time: 1548.56 ms
[2022-04-01 16:37:08 main:574] : INFO : Epoch 1960 | loss: 0.0311401 | val_loss: 0.0311643 | Time: 1568.8 ms
[2022-04-01 16:37:10 main:574] : INFO : Epoch 1961 | loss: 0.0311446 | val_loss: 0.0311839 | Time: 1492.85 ms
[2022-04-01 16:37:11 main:574] : INFO : Epoch 1962 | loss: 0.0311458 | val_loss: 0.0311696 | Time: 1203.54 ms
[2022-04-01 16:37:12 main:574] : INFO : Epoch 1963 | loss: 0.0311414 | val_loss: 0.0311744 | Time: 1578.8 ms
[2022-04-01 16:37:14 main:574] : INFO : Epoch 1964 | loss: 0.0311451 | val_loss: 0.0311729 | Time: 1546.41 ms
[2022-04-01 16:37:16 main:574] : INFO : Epoch 1965 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 1584.44 ms
[2022-04-01 16:37:17 main:574] : INFO : Epoch 1966 | loss: 0.0311412 | val_loss: 0.0311718 | Time: 1593.41 ms
[2022-04-01 16:37:19 main:574] : INFO : Epoch 1967 | loss: 0.0311385 | val_loss: 0.0311676 | Time: 1592.12 ms
[2022-04-01 16:37:20 main:574] : INFO : Epoch 1968 | loss: 0.0311371 | val_loss: 0.031165 | Time: 1321.56 ms
[2022-04-01 16:37:21 main:574] : INFO : Epoch 1969 | loss: 0.031138 | val_loss: 0.0311686 | Time: 1395.54 ms
[2022-04-01 16:37:23 main:574] : INFO : Epoch 1970 | loss: 0.0311364 | val_loss: 0.031166 | Time: 1581.97 ms
[2022-04-01 16:37:25 main:574] : INFO : Epoch 1971 | loss: 0.031136 | val_loss: 0.0311652 | Time: 1585.33 ms
[2022-04-01 16:37:26 main:574] : INFO : Epoch 1972 | loss: 0.0311346 | val_loss: 0.0311636 | Time: 1563.06 ms
[2022-04-01 16:37:28 main:574] : INFO : Epoch 1973 | loss: 0.0311347 | val_loss: 0.0311674 | Time: 1606.77 ms
[2022-04-01 16:37:29 main:574] : INFO : Epoch 1974 | loss: 0.0311339 | val_loss: 0.0311668 | Time: 1558.51 ms
[2022-04-01 16:37:31 main:574] : INFO : Epoch 1975 | loss: 0.0311335 | val_loss: 0.0311679 | Time: 1272.27 ms
[2022-04-01 16:37:32 main:574] : INFO : Epoch 1976 | loss: 0.0311347 | val_loss: 0.0311679 | Time: 1603.89 ms
[2022-04-01 16:37:34 main:574] : INFO : Epoch 1977 | loss: 0.0311337 | val_loss: 0.0311703 | Time: 1576.9 ms
[2022-04-01 16:37:35 main:574] : INFO : Epoch 1978 | loss: 0.0311331 | val_loss: 0.0311672 | Time: 1586.52 ms
[2022-04-01 16:37:37 main:574] : INFO : Epoch 1979 | loss: 0.0311342 | val_loss: 0.0311708 | Time: 1565.66 ms
[2022-04-01 16:37:39 main:574] : INFO : Epoch 1980 | loss: 0.0311367 | val_loss: 0.0311659 | Time: 1579.65 ms
[2022-04-01 16:37:40 main:574] : INFO : Epoch 1981 | loss: 0.0311366 | val_loss: 0.031168 | Time: 1393.08 ms
[2022-04-01 16:37:41 main:574] : INFO : Epoch 1982 | loss: 0.0311363 | val_loss: 0.031172 | Time: 1323.76 ms
[2022-04-01 16:37:43 main:574] : INFO : Epoch 1983 | loss: 0.031137 | val_loss: 0.031165 | Time: 1582.72 ms
[2022-04-01 16:37:44 main:574] : INFO : Epoch 1984 | loss: 0.0311364 | val_loss: 0.0311698 | Time: 1574.55 ms
[2022-04-01 16:37:46 main:574] : INFO : Epoch 1985 | loss: 0.0311342 | val_loss: 0.0311659 | Time: 1594.94 ms
[2022-04-01 16:37:48 main:574] : INFO : Epoch 1986 | loss: 0.0311335 | val_loss: 0.0311623 | Time: 1569.77 ms
[2022-04-01 16:37:49 main:574] : INFO : Epoch 1987 | loss: 0.0311372 | val_loss: 0.0311686 | Time: 1543.58 ms
[2022-04-01 16:37:50 main:574] : INFO : Epoch 1988 | loss: 0.0311346 | val_loss: 0.0311762 | Time: 1268.72 ms
[2022-04-01 16:37:52 main:574] : INFO : Epoch 1989 | loss: 0.0311352 | val_loss: 0.0311672 | Time: 1566.79 ms
[2022-04-01 16:37:54 main:574] : INFO : Epoch 1990 | loss: 0.0311368 | val_loss: 0.0311667 | Time: 1542.81 ms
[2022-04-01 16:37:55 main:574] : INFO : Epoch 1991 | loss: 0.0311436 | val_loss: 0.0311636 | Time: 1561.4 ms
[2022-04-01 16:37:57 main:574] : INFO : Epoch 1992 | loss: 0.0311411 | val_loss: 0.0311635 | Time: 1591.63 ms
[2022-04-01 16:37:58 main:574] : INFO : Epoch 1993 | loss: 0.0311422 | val_loss: 0.0311659 | Time: 1562.78 ms
[2022-04-01 16:38:00 main:574] : INFO : Epoch 1994 | loss: 0.0311407 | val_loss: 0.0311681 | Time: 1527.04 ms
[2022-04-01 16:38:01 main:574] : INFO : Epoch 1995 | loss: 0.031142 | val_loss: 0.0311654 | Time: 1315.04 ms
[2022-04-01 16:38:03 main:574] : INFO : Epoch 1996 | loss: 0.0311378 | val_loss: 0.0311658 | Time: 1613.05 ms
[2022-04-01 16:38:04 main:574] : INFO : Epoch 1997 | loss: 0.0311496 | val_loss: 0.0311733 | Time: 1567.86 ms
[2022-04-01 16:38:06 main:574] : INFO : Epoch 1998 | loss: 0.03116 | val_loss: 0.0311727 | Time: 1565.88 ms
[2022-04-01 16:38:07 main:574] : INFO : Epoch 1999 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 1558.74 ms
[2022-04-01 16:38:09 main:574] : INFO : Epoch 2000 | loss: 0.0311526 | val_loss: 0.0311706 | Time: 1583.74 ms
[2022-04-01 16:38:10 main:574] : INFO : Epoch 2001 | loss: 0.0311506 | val_loss: 0.0311684 | Time: 1270.06 ms
[2022-04-01 16:38:12 main:574] : INFO : Epoch 2002 | loss: 0.0311478 | val_loss: 0.0311651 | Time: 1466.88 ms
[2022-04-01 16:38:13 main:574] : INFO : Epoch 2003 | loss: 0.0311452 | val_loss: 0.0311697 | Time: 1577.97 ms
[2022-04-01 16:38:15 main:574] : INFO : Epoch 2004 | loss: 0.0311469 | val_loss: 0.0311644 | Time: 1571.11 ms
[2022-04-01 16:38:16 main:574] : INFO : Epoch 2005 | loss: 0.0311446 | val_loss: 0.0311697 | Time: 1546.99 ms
[2022-04-01 16:38:18 main:574] : INFO : Epoch 2006 | loss: 0.0311476 | val_loss: 0.0311713 | Time: 1573.85 ms
[2022-04-01 16:38:20 main:574] : INFO : Epoch 2007 | loss: 0.0311471 | val_loss: 0.0311722 | Time: 1577.69 ms
[2022-04-01 16:38:21 main:574] : INFO : Epoch 2008 | loss: 0.0311456 | val_loss: 0.0311661 | Time: 1217.35 ms
[2022-04-01 16:38:22 main:574] : INFO : Epoch 2009 | loss: 0.0311425 | val_loss: 0.0311676 | Time: 1572.23 ms
[2022-04-01 16:38:24 main:574] : INFO : Epoch 2010 | loss: 0.0311388 | val_loss: 0.0311671 | Time: 1590.51 ms
[2022-04-01 16:38:26 main:574] : INFO : Epoch 2011 | loss: 0.031139 | val_loss: 0.0311641 | Time: 1553.75 ms
[2022-04-01 16:38:27 main:574] : INFO : Epoch 2012 | loss: 0.03114 | val_loss: 0.031165 | Time: 1581.95 ms
[2022-04-01 16:38:29 main:574] : INFO : Epoch 2013 | loss: 0.0311397 | val_loss: 0.0311657 | Time: 1571.66 ms
[2022-04-01 16:38:30 main:574] : INFO : Epoch 2014 | loss: 0.0311359 | val_loss: 0.0311671 | Time: 1423.65 ms
[2022-04-01 16:38:32 main:574] : INFO : Epoch 2015 | loss: 0.0311387 | val_loss: 0.0311684 | Time: 1370.95 ms
[2022-04-01 16:38:33 main:574] : INFO : Epoch 2016 | loss: 0.0311441 | val_loss: 0.0311718 | Time: 1593.19 ms
[2022-04-01 16:38:35 main:574] : INFO : Epoch 2017 | loss: 0.0311402 | val_loss: 0.0311657 | Time: 1570.78 ms
[2022-04-01 16:38:36 main:574] : INFO : Epoch 2018 | loss: 0.0311356 | val_loss: 0.0311645 | Time: 1590.67 ms
[2022-04-01 16:38:38 main:574] : INFO : Epoch 2019 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 1579.33 ms
[2022-04-01 16:38:39 main:574] : INFO : Epoch 2020 | loss: 0.0311352 | val_loss: 0.0311613 | Time: 1568.78 ms
[2022-04-01 16:38:41 main:574] : INFO : Epoch 2021 | loss: 0.0311365 | val_loss: 0.0311609 | Time: 1184.42 ms
[2022-04-01 16:38:42 main:574] : INFO : Epoch 2022 | loss: 0.0311339 | val_loss: 0.0311606 | Time: 1582.88 ms
[2022-04-01 16:38:44 main:574] : INFO : Epoch 2023 | loss: 0.0311335 | val_loss: 0.0311637 | Time: 1552.33 ms
[2022-04-01 16:38:45 main:574] : INFO : Epoch 2024 | loss: 0.0311342 | val_loss: 0.0311659 | Time: 1558.02 ms
[2022-04-01 16:38:47 main:574] : INFO : Epoch 2025 | loss: 0.0311379 | val_loss: 0.0311689 | Time: 1585.21 ms
[2022-04-01 16:38:48 main:574] : INFO : Epoch 2026 | loss: 0.0311429 | val_loss: 0.0311663 | Time: 1571.24 ms
[2022-04-01 16:38:50 main:574] : INFO : Epoch 2027 | loss: 0.0311373 | val_loss: 0.0311666 | Time: 1524.7 ms
[2022-04-01 16:38:51 main:574] : INFO : Epoch 2028 | loss: 0.0311362 | val_loss: 0.0311675 | Time: 1303.98 ms
[2022-04-01 16:38:53 main:574] : INFO : Epoch 2029 | loss: 0.0311361 | val_loss: 0.0311705 | Time: 1574.56 ms
[2022-04-01 16:38:54 main:574] : INFO : Epoch 2030 | loss: 0.0311372 | val_loss: 0.0311697 | Time: 1573.89 ms
[2022-04-01 16:38:56 main:574] : INFO : Epoch 2031 | loss: 0.0311351 | val_loss: 0.0311659 | Time: 1571.6 ms
[2022-04-01 16:38:58 main:574] : INFO : Epoch 2032 | loss: 0.0311348 | val_loss: 0.0311657 | Time: 1556.79 ms
[2022-04-01 16:38:59 main:574] : INFO : Epoch 2033 | loss: 0.0311341 | val_loss: 0.0311697 | Time: 1583.82 ms
[2022-04-01 16:39:00 main:574] : INFO : Epoch 2034 | loss: 0.0311338 | val_loss: 0.0311667 | Time: 1237.32 ms
[2022-04-01 16:39:02 main:574] : INFO : Epoch 2035 | loss: 0.0311325 | val_loss: 0.031169 | Time: 1537.68 ms
[2022-04-01 16:39:04 main:574] : INFO : Epoch 2036 | loss: 0.0311313 | val_loss: 0.0311681 | Time: 1591.59 ms
[2022-04-01 16:39:05 main:574] : INFO : Epoch 2037 | loss: 0.0311308 | val_loss: 0.0311647 | Time: 1545.86 ms
[2022-04-01 16:39:07 main:574] : INFO : Epoch 2038 | loss: 0.03113 | val_loss: 0.0311712 | Time: 1570.34 ms
[2022-04-01 16:39:08 main:574] : INFO : Epoch 2039 | loss: 0.0311325 | val_loss: 0.0311672 | Time: 1572 ms
[2022-04-01 16:39:10 main:574] : INFO : Epoch 2040 | loss: 0.0311346 | val_loss: 0.031163 | Time: 1522.79 ms
[2022-04-01 16:39:11 main:574] : INFO : Epoch 2041 | loss: 0.0311357 | val_loss: 0.0311652 | Time: 1161.14 ms
[2022-04-01 16:39:13 main:574] : INFO : Epoch 2042 | loss: 0.0311337 | val_loss: 0.0311665 | Time: 1599.86 ms
[2022-04-01 16:39:14 main:574] : INFO : Epoch 2043 | loss: 0.0311328 | val_loss: 0.0311619 | Time: 1571.66 ms
[2022-04-01 16:39:16 main:574] : INFO : Epoch 2044 | loss: 0.0311357 | val_loss: 0.0311687 | Time: 1604.44 ms
[2022-04-01 16:39:17 main:574] : INFO : Epoch 2045 | loss: 0.0311336 | val_loss: 0.0311658 | Time: 1620.17 ms
[2022-04-01 16:39:19 main:574] : INFO : Epoch 2046 | loss: 0.0311362 | val_loss: 0.0311662 | Time: 1583.46 ms
[2022-04-01 16:39:20 main:574] : INFO : Epoch 2047 | loss: 0.0311388 | val_loss: 0.0311683 | Time: 1328.83 ms
[2022-04-01 16:39:22 main:574] : INFO : Epoch 2048 | loss: 0.0311377 | val_loss: 0.031174 | Time: 1406.97 ms
[2022-04-01 16:39:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031174
[2022-04-01 16:39:22 main:603] : INFO : Saving end state to config to file
[2022-04-01 16:39:22 main:608] : INFO : Success, exiting..
16:39:22 (4948): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)