Task 7682327
| Name | ParityModified-1631732258-7390-3_0 |
| Workunit | 5331012 |
| Created | 28 Sep 2021, 20:37:28 UTC |
| Sent | 7 Oct 2021, 2:42:35 UTC |
| Report deadline | 14 Oct 2021, 2:42:35 UTC |
| Received | 7 Oct 2021, 16:00:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 10 sec |
| CPU time | 50 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1473.88 ms [2021-10-07 11:47:45 main:581] : INFO : Epoch 1538 | loss: 0.0311535 | val_loss: 0.0311629 | Time: 1490.96 ms [2021-10-07 11:47:46 main:581] : INFO : Epoch 1539 | loss: 0.0311516 | val_loss: 0.031162 | Time: 1465.15 ms [2021-10-07 11:47:48 main:581] : INFO : Epoch 1540 | loss: 0.0311525 | val_loss: 0.0311671 | Time: 1469.44 ms [2021-10-07 11:47:49 main:581] : INFO : Epoch 1541 | loss: 0.0311534 | val_loss: 0.0311649 | Time: 1448.96 ms [2021-10-07 11:47:51 main:581] : INFO : Epoch 1542 | loss: 0.0311513 | val_loss: 0.031161 | Time: 1450.14 ms [2021-10-07 11:47:52 main:581] : INFO : Epoch 1543 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 1479.16 ms [2021-10-07 11:47:54 main:581] : INFO : Epoch 1544 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 1516.94 ms [2021-10-07 11:47:55 main:581] : INFO : Epoch 1545 | loss: 0.031151 | val_loss: 0.0311696 | Time: 1487.88 ms [2021-10-07 11:47:57 main:581] : INFO : Epoch 1546 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 1481.12 ms [2021-10-07 11:47:58 main:581] : INFO : Epoch 1547 | loss: 0.0311481 | val_loss: 0.031165 | Time: 1465.57 ms [2021-10-07 11:47:59 main:581] : INFO : Epoch 1548 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 1450.46 ms [2021-10-07 11:48:01 main:581] : INFO : Epoch 1549 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 1457.58 ms [2021-10-07 11:48:02 main:581] : INFO : Epoch 1550 | loss: 0.0311488 | val_loss: 0.0311632 | Time: 1462.12 ms [2021-10-07 11:48:04 main:581] : INFO : Epoch 1551 | loss: 0.0311478 | val_loss: 0.031164 | Time: 1469.48 ms [2021-10-07 11:48:05 main:581] : INFO : Epoch 1552 | loss: 0.0311473 | val_loss: 0.0311624 | Time: 1462 ms [2021-10-07 11:48:07 main:581] : INFO : Epoch 1553 | loss: 0.031148 | val_loss: 0.0311625 | Time: 1458.41 ms [2021-10-07 11:48:08 main:581] : INFO : Epoch 1554 | loss: 0.0311489 | val_loss: 0.0311611 | Time: 1460.46 ms [2021-10-07 11:48:10 main:581] : INFO : Epoch 1555 | loss: 0.0311503 | val_loss: 0.0311686 | Time: 1473.23 ms [2021-10-07 11:48:11 main:581] : INFO : Epoch 1556 | loss: 0.031154 | val_loss: 0.0311632 | Time: 1465.7 ms [2021-10-07 11:48:13 main:581] : INFO : Epoch 1557 | loss: 0.0311525 | val_loss: 0.0311634 | Time: 1473.53 ms [2021-10-07 11:48:14 main:581] : INFO : Epoch 1558 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 1480.99 ms [2021-10-07 11:48:16 main:581] : INFO : Epoch 1559 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 1447.44 ms [2021-10-07 11:48:17 main:581] : INFO : Epoch 1560 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 1476.01 ms [2021-10-07 11:48:19 main:581] : INFO : Epoch 1561 | loss: 0.0311644 | val_loss: 0.0311684 | Time: 1492.56 ms [2021-10-07 11:48:20 main:581] : INFO : Epoch 1562 | loss: 0.031165 | val_loss: 0.0311663 | Time: 1476.5 ms [2021-10-07 11:48:21 main:581] : INFO : Epoch 1563 | loss: 0.0311674 | val_loss: 0.031169 | Time: 1445.4 ms [2021-10-07 11:48:23 main:581] : INFO : Epoch 1564 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 1456.77 ms [2021-10-07 11:48:24 main:581] : INFO : Epoch 1565 | loss: 0.031164 | val_loss: 0.0311669 | Time: 1466.08 ms [2021-10-07 11:48:26 main:581] : INFO : Epoch 1566 | loss: 0.0311624 | val_loss: 0.0311649 | Time: 1474.36 ms [2021-10-07 11:48:27 main:581] : INFO : Epoch 1567 | loss: 0.0311595 | val_loss: 0.031164 | Time: 1479.33 ms [2021-10-07 11:48:29 main:581] : INFO : Epoch 1568 | loss: 0.0311582 | val_loss: 0.0311691 | Time: 1441.64 ms [2021-10-07 11:48:30 main:581] : INFO : Epoch 1569 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 1501.4 ms [2021-10-07 11:48:32 main:581] : INFO : Epoch 1570 | loss: 0.0311607 | val_loss: 0.0311646 | Time: 1502.91 ms [2021-10-07 11:48:33 main:581] : INFO : Epoch 1571 | loss: 0.0311584 | val_loss: 0.0311629 | Time: 1508.57 ms [2021-10-07 11:48:35 main:581] : INFO : Epoch 1572 | loss: 0.0311587 | val_loss: 0.0311648 | Time: 1457.94 ms [2021-10-07 11:48:36 main:581] : INFO : Epoch 1573 | loss: 0.0311599 | val_loss: 0.0311649 | Time: 1458.38 ms [2021-10-07 11:48:38 main:581] : INFO : Epoch 1574 | loss: 0.0311607 | val_loss: 0.0311658 | Time: 1463.36 ms [2021-10-07 11:48:39 main:581] : INFO : Epoch 1575 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 1467.38 ms [2021-10-07 11:48:41 main:581] : INFO : Epoch 1576 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 1477.85 ms [2021-10-07 11:48:42 main:581] : INFO : Epoch 1577 | loss: 0.03116 | val_loss: 0.0311669 | Time: 1468.99 ms [2021-10-07 11:48:44 main:581] : INFO : Epoch 1578 | loss: 0.0311576 | val_loss: 0.0311602 | Time: 1468.72 ms [2021-10-07 11:48:45 main:581] : INFO : Epoch 1579 | loss: 0.0311599 | val_loss: 0.0311642 | Time: 1451.32 ms [2021-10-07 11:48:47 main:581] : INFO : Epoch 1580 | loss: 0.0311615 | val_loss: 0.0311637 | Time: 1480.31 ms [2021-10-07 11:48:48 main:581] : INFO : Epoch 1581 | loss: 0.0311634 | val_loss: 0.0311638 | Time: 1468.43 ms [2021-10-07 11:48:49 main:581] : INFO : Epoch 1582 | loss: 0.0311608 | val_loss: 0.0311641 | Time: 1463.58 ms [2021-10-07 11:48:51 main:581] : INFO : Epoch 1583 | loss: 0.031157 | val_loss: 0.0311631 | Time: 1485.74 ms [2021-10-07 11:48:52 main:581] : INFO : Epoch 1584 | loss: 0.0311576 | val_loss: 0.0311606 | Time: 1466.58 ms [2021-10-07 11:48:54 main:581] : INFO : Epoch 1585 | loss: 0.0311551 | val_loss: 0.0311591 | Time: 1475.77 ms [2021-10-07 11:48:55 main:581] : INFO : Epoch 1586 | loss: 0.0311552 | val_loss: 0.0311582 | Time: 1464.23 ms [2021-10-07 11:48:57 main:581] : INFO : Epoch 1587 | loss: 0.0311548 | val_loss: 0.0311624 | Time: 1479.09 ms [2021-10-07 11:48:58 main:581] : INFO : Epoch 1588 | loss: 0.0311555 | val_loss: 0.031158 | Time: 1471.69 ms [2021-10-07 11:49:00 main:581] : INFO : Epoch 1589 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 1441.45 ms [2021-10-07 11:49:01 main:581] : INFO : Epoch 1590 | loss: 0.0311558 | val_loss: 0.0311614 | Time: 1470.54 ms [2021-10-07 11:49:03 main:581] : INFO : Epoch 1591 | loss: 0.0311562 | val_loss: 0.0311614 | Time: 1453.44 ms [2021-10-07 11:49:04 main:581] : INFO : Epoch 1592 | loss: 0.0311551 | val_loss: 0.0311611 | Time: 1466.23 ms [2021-10-07 11:49:06 main:581] : INFO : Epoch 1593 | loss: 0.0311549 | val_loss: 0.0311648 | Time: 1447.69 ms [2021-10-07 11:49:07 main:581] : INFO : Epoch 1594 | loss: 0.0311577 | val_loss: 0.031167 | Time: 1460.97 ms [2021-10-07 11:49:09 main:581] : INFO : Epoch 1595 | loss: 0.0311602 | val_loss: 0.0311639 | Time: 1463.78 ms [2021-10-07 11:49:10 main:581] : INFO : Epoch 1596 | loss: 0.0311572 | val_loss: 0.0311638 | Time: 1462.76 ms [2021-10-07 11:49:11 main:581] : INFO : Epoch 1597 | loss: 0.0311586 | val_loss: 0.0311613 | Time: 1493.16 ms [2021-10-07 11:49:13 main:581] : INFO : Epoch 1598 | loss: 0.0311664 | val_loss: 0.0311663 | Time: 1488.08 ms [2021-10-07 11:49:14 main:581] : INFO : Epoch 1599 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 1467.56 ms [2021-10-07 11:49:16 main:581] : INFO : Epoch 1600 | loss: 0.0311668 | val_loss: 0.0311633 | Time: 1450.79 ms [2021-10-07 11:49:17 main:581] : INFO : Epoch 1601 | loss: 0.031162 | val_loss: 0.0311624 | Time: 1452.81 ms [2021-10-07 11:49:19 main:581] : INFO : Epoch 1602 | loss: 0.0311607 | val_loss: 0.0311635 | Time: 1478.73 ms [2021-10-07 11:49:20 main:581] : INFO : Epoch 1603 | loss: 0.0311611 | val_loss: 0.0311652 | Time: 1436.49 ms [2021-10-07 11:49:22 main:581] : INFO : Epoch 1604 | loss: 0.0311624 | val_loss: 0.0311653 | Time: 1445.16 ms [2021-10-07 11:49:23 main:581] : INFO : Epoch 1605 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 1472.6 ms [2021-10-07 11:49:25 main:581] : INFO : Epoch 1606 | loss: 0.0311602 | val_loss: 0.0311649 | Time: 1454.76 ms [2021-10-07 11:49:26 main:581] : INFO : Epoch 1607 | loss: 0.0311614 | val_loss: 0.0311621 | Time: 1462.41 ms [2021-10-07 11:49:28 main:581] : INFO : Epoch 1608 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 1460.56 ms [2021-10-07 11:49:29 main:581] : INFO : Epoch 1609 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 1455.15 ms [2021-10-07 11:49:30 main:581] : INFO : Epoch 1610 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 1456.03 ms [2021-10-07 11:49:32 main:581] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 1446.71 ms [2021-10-07 11:49:33 main:581] : INFO : Epoch 1612 | loss: 0.0311602 | val_loss: 0.0311679 | Time: 1451.63 ms [2021-10-07 11:49:35 main:581] : INFO : Epoch 1613 | loss: 0.0311599 | val_loss: 0.0311645 | Time: 1442.4 ms [2021-10-07 11:49:36 main:581] : INFO : Epoch 1614 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 1479.12 ms [2021-10-07 11:49:38 main:581] : INFO : Epoch 1615 | loss: 0.0311595 | val_loss: 0.0311632 | Time: 1467.11 ms [2021-10-07 11:49:39 main:581] : INFO : Epoch 1616 | loss: 0.0311592 | val_loss: 0.0311638 | Time: 1469.94 ms [2021-10-07 11:49:41 main:581] : INFO : Epoch 1617 | loss: 0.0311577 | val_loss: 0.0311619 | Time: 1493.61 ms [2021-10-07 11:49:42 main:581] : INFO : Epoch 1618 | loss: 0.0311564 | val_loss: 0.0311616 | Time: 1482.53 ms [2021-10-07 11:49:44 main:581] : INFO : Epoch 1619 | loss: 0.0311585 | val_loss: 0.0311661 | Time: 1475.43 ms [2021-10-07 11:49:45 main:581] : INFO : Epoch 1620 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1490.52 ms [2021-10-07 11:49:47 main:581] : INFO : Epoch 1621 | loss: 0.03116 | val_loss: 0.0311645 | Time: 1470.24 ms [2021-10-07 11:49:48 main:581] : INFO : Epoch 1622 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 1484.89 ms [2021-10-07 11:49:50 main:581] : INFO : Epoch 1623 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 1464.96 ms [2021-10-07 11:49:51 main:581] : INFO : Epoch 1624 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 1455.79 ms [2021-10-07 11:49:52 main:581] : INFO : Epoch 1625 | loss: 0.0311539 | val_loss: 0.0311614 | Time: 1478.3 ms [2021-10-07 11:49:54 main:581] : INFO : Epoch 1626 | loss: 0.0311546 | val_loss: 0.0311615 | Time: 1490.75 ms [2021-10-07 11:49:55 main:581] : INFO : Epoch 1627 | loss: 0.0311537 | val_loss: 0.0311632 | Time: 1488.15 ms [2021-10-07 11:49:57 main:581] : INFO : Epoch 1628 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 1470.61 ms [2021-10-07 11:49:58 main:581] : INFO : Epoch 1629 | loss: 0.0311527 | val_loss: 0.0311629 | Time: 1456.51 ms [2021-10-07 11:50:00 main:581] : INFO : Epoch 1630 | loss: 0.0311534 | val_loss: 0.031169 | Time: 1459 ms [2021-10-07 11:50:01 main:581] : INFO : Epoch 1631 | loss: 0.0311528 | val_loss: 0.0311617 | Time: 1465.73 ms [2021-10-07 11:50:03 main:581] : INFO : Epoch 1632 | loss: 0.0311509 | val_loss: 0.0311666 | Time: 1459.22 ms [2021-10-07 11:50:04 main:581] : INFO : Epoch 1633 | loss: 0.0311522 | val_loss: 0.0311635 | Time: 1446.29 ms [2021-10-07 11:50:06 main:581] : INFO : Epoch 1634 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 1469.88 ms [2021-10-07 11:50:07 main:581] : INFO : Epoch 1635 | loss: 0.0311542 | val_loss: 0.0311628 | Time: 1471.65 ms [2021-10-07 11:50:09 main:581] : INFO : Epoch 1636 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 1455.2 ms [2021-10-07 11:50:10 main:581] : INFO : Epoch 1637 | loss: 0.0311554 | val_loss: 0.0311606 | Time: 1477.76 ms [2021-10-07 11:50:12 main:581] : INFO : Epoch 1638 | loss: 0.0311553 | val_loss: 0.031161 | Time: 1477.54 ms [2021-10-07 11:50:13 main:581] : INFO : Epoch 1639 | loss: 0.0311532 | val_loss: 0.0311646 | Time: 1461.06 ms [2021-10-07 11:50:15 main:581] : INFO : Epoch 1640 | loss: 0.0311524 | val_loss: 0.031166 | Time: 1481 ms [2021-10-07 11:50:16 main:581] : INFO : Epoch 1641 | loss: 0.0311559 | val_loss: 0.0311605 | Time: 1486.58 ms [2021-10-07 11:50:17 main:581] : INFO : Epoch 1642 | loss: 0.0311539 | val_loss: 0.0311631 | Time: 1475.9 ms [2021-10-07 11:50:19 main:581] : INFO : Epoch 1643 | loss: 0.0311532 | val_loss: 0.031162 | Time: 1441.55 ms [2021-10-07 11:50:20 main:581] : INFO : Epoch 1644 | loss: 0.0311541 | val_loss: 0.0311677 | Time: 1469.62 ms [2021-10-07 11:50:22 main:581] : INFO : Epoch 1645 | loss: 0.0311685 | val_loss: 0.0311648 | Time: 1473.77 ms [2021-10-07 11:50:23 main:581] : INFO : Epoch 1646 | loss: 0.0311611 | val_loss: 0.0311615 | Time: 1456.78 ms [2021-10-07 11:50:25 main:581] : INFO : Epoch 1647 | loss: 0.0311575 | val_loss: 0.0311629 | Time: 1488.89 ms [2021-10-07 11:50:26 main:581] : INFO : Epoch 1648 | loss: 0.0311574 | val_loss: 0.0311608 | Time: 1468.65 ms [2021-10-07 11:50:28 main:581] : INFO : Epoch 1649 | loss: 0.0311559 | val_loss: 0.0311607 | Time: 1484.27 ms [2021-10-07 11:50:29 main:581] : INFO : Epoch 1650 | loss: 0.0311565 | val_loss: 0.03116 | Time: 1439.66 ms [2021-10-07 11:50:31 main:581] : INFO : Epoch 1651 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 1458.67 ms [2021-10-07 11:50:32 main:581] : INFO : Epoch 1652 | loss: 0.0311544 | val_loss: 0.0311581 | Time: 1464.71 ms [2021-10-07 11:50:34 main:581] : INFO : Epoch 1653 | loss: 0.0311527 | val_loss: 0.0311606 | Time: 1444.02 ms [2021-10-07 11:50:35 main:581] : INFO : Epoch 1654 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 1457.11 ms [2021-10-07 11:50:37 main:581] : INFO : Epoch 1655 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 1470.92 ms [2021-10-07 11:50:38 main:581] : INFO : Epoch 1656 | loss: 0.031154 | val_loss: 0.0311629 | Time: 1451.9 ms [2021-10-07 11:50:39 main:581] : INFO : Epoch 1657 | loss: 0.0311524 | val_loss: 0.0311707 | Time: 1480.01 ms [2021-10-07 11:50:41 main:581] : INFO : Epoch 1658 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 1468.86 ms [2021-10-07 11:50:42 main:581] : INFO : Epoch 1659 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 1456.59 ms [2021-10-07 11:50:44 main:581] : INFO : Epoch 1660 | loss: 0.0311513 | val_loss: 0.0311639 | Time: 1462.9 ms [2021-10-07 11:50:45 main:581] : INFO : Epoch 1661 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 1464.74 ms [2021-10-07 11:50:47 main:581] : INFO : Epoch 1662 | loss: 0.0311537 | val_loss: 0.0311596 | Time: 1469.08 ms [2021-10-07 11:50:48 main:581] : INFO : Epoch 1663 | loss: 0.031154 | val_loss: 0.031162 | Time: 1495.19 ms [2021-10-07 11:50:50 main:581] : INFO : Epoch 1664 | loss: 0.0311523 | val_loss: 0.0311587 | Time: 1464.42 ms [2021-10-07 11:50:51 main:581] : INFO : Epoch 1665 | loss: 0.0311494 | val_loss: 0.0311611 | Time: 1458.52 ms [2021-10-07 11:50:53 main:581] : INFO : Epoch 1666 | loss: 0.03115 | val_loss: 0.0311602 | Time: 1457.14 ms [2021-10-07 11:50:54 main:581] : INFO : Epoch 1667 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 1457.2 ms [2021-10-07 11:50:56 main:581] : INFO : Epoch 1668 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 1472.83 ms [2021-10-07 11:50:57 main:581] : INFO : Epoch 1669 | loss: 0.0311512 | val_loss: 0.0311629 | Time: 1479.1 ms [2021-10-07 11:50:59 main:581] : INFO : Epoch 1670 | loss: 0.0311551 | val_loss: 0.0311618 | Time: 1481.35 ms [2021-10-07 11:51:00 main:581] : INFO : Epoch 1671 | loss: 0.031155 | val_loss: 0.0311615 | Time: 1490.76 ms [2021-10-07 11:51:02 main:581] : INFO : Epoch 1672 | loss: 0.0311502 | val_loss: 0.0311628 | Time: 1480.07 ms [2021-10-07 11:51:03 main:581] : INFO : Epoch 1673 | loss: 0.0311526 | val_loss: 0.0311643 | Time: 1490.16 ms [2021-10-07 11:51:04 main:581] : INFO : Epoch 1674 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 1479.19 ms [2021-10-07 11:51:06 main:581] : INFO : Epoch 1675 | loss: 0.0311557 | val_loss: 0.0311619 | Time: 1473.5 ms [2021-10-07 11:51:07 main:581] : INFO : Epoch 1676 | loss: 0.0311501 | val_loss: 0.0311611 | Time: 1478.13 ms [2021-10-07 11:51:09 main:581] : INFO : Epoch 1677 | loss: 0.0311524 | val_loss: 0.0311663 | Time: 1481.35 ms [2021-10-07 11:51:10 main:581] : INFO : Epoch 1678 | loss: 0.0311527 | val_loss: 0.0311652 | Time: 1485.23 ms [2021-10-07 11:51:12 main:581] : INFO : Epoch 1679 | loss: 0.0311516 | val_loss: 0.031165 | Time: 1463.64 ms [2021-10-07 11:51:13 main:581] : INFO : Epoch 1680 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 1477.31 ms [2021-10-07 11:51:15 main:581] : INFO : Epoch 1681 | loss: 0.0311529 | val_loss: 0.0311702 | Time: 1488.45 ms [2021-10-07 11:51:16 main:581] : INFO : Epoch 1682 | loss: 0.0311525 | val_loss: 0.0311647 | Time: 1473.67 ms [2021-10-07 11:51:18 main:581] : INFO : Epoch 1683 | loss: 0.0311504 | val_loss: 0.0311614 | Time: 1479.4 ms [2021-10-07 11:51:19 main:581] : INFO : Epoch 1684 | loss: 0.0311481 | val_loss: 0.0311613 | Time: 1460.91 ms [2021-10-07 11:51:21 main:581] : INFO : Epoch 1685 | loss: 0.0311481 | val_loss: 0.031168 | Time: 1497.2 ms [2021-10-07 11:51:22 main:581] : INFO : Epoch 1686 | loss: 0.0311487 | val_loss: 0.0311651 | Time: 1485.94 ms [2021-10-07 11:51:24 main:581] : INFO : Epoch 1687 | loss: 0.0311503 | val_loss: 0.0311669 | Time: 1482.46 ms [2021-10-07 11:51:25 main:581] : INFO : Epoch 1688 | loss: 0.0311535 | val_loss: 0.0311832 | Time: 1471.87 ms [2021-10-07 11:51:27 main:581] : INFO : Epoch 1689 | loss: 0.031151 | val_loss: 0.0311698 | Time: 1434.26 ms [2021-10-07 11:51:28 main:581] : INFO : Epoch 1690 | loss: 0.0311507 | val_loss: 0.0311691 | Time: 1465.96 ms [2021-10-07 11:51:30 main:581] : INFO : Epoch 1691 | loss: 0.0311485 | val_loss: 0.0311656 | Time: 1476.3 ms [2021-10-07 11:51:31 main:581] : INFO : Epoch 1692 | loss: 0.0311493 | val_loss: 0.0311647 | Time: 1479.5 ms [2021-10-07 11:51:33 main:581] : INFO : Epoch 1693 | loss: 0.031149 | val_loss: 0.0311626 | Time: 1477.87 ms [2021-10-07 11:51:34 main:581] : INFO : Epoch 1694 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1475.23 ms [2021-10-07 11:51:35 main:581] : INFO : Epoch 1695 | loss: 0.0311497 | val_loss: 0.0311675 | Time: 1472.51 ms [2021-10-07 11:51:37 main:581] : INFO : Epoch 1696 | loss: 0.0311473 | val_loss: 0.0311666 | Time: 1462.74 ms [2021-10-07 11:51:38 main:581] : INFO : Epoch 1697 | loss: 0.0311472 | val_loss: 0.0311663 | Time: 1461.3 ms [2021-10-07 11:51:40 main:581] : INFO : Epoch 1698 | loss: 0.0311512 | val_loss: 0.0311704 | Time: 1457.38 ms [2021-10-07 11:51:41 main:581] : INFO : Epoch 1699 | loss: 0.0311511 | val_loss: 0.0311633 | Time: 1464.83 ms [2021-10-07 11:51:43 main:581] : INFO : Epoch 1700 | loss: 0.0311484 | val_loss: 0.0311625 | Time: 1454.79 ms [2021-10-07 11:51:44 main:581] : INFO : Epoch 1701 | loss: 0.031151 | val_loss: 0.031172 | Time: 1453.93 ms [2021-10-07 11:51:46 main:581] : INFO : Epoch 1702 | loss: 0.0311514 | val_loss: 0.0311718 | Time: 1456.37 ms [2021-10-07 11:51:47 main:581] : INFO : Epoch 1703 | loss: 0.0311508 | val_loss: 0.0311611 | Time: 1479.93 ms [2021-10-07 11:51:49 main:581] : INFO : Epoch 1704 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 1470.03 ms [2021-10-07 11:51:50 main:581] : INFO : Epoch 1705 | loss: 0.0311482 | val_loss: 0.0311686 | Time: 1461.9 ms [2021-10-07 11:51:52 main:581] : INFO : Epoch 1706 | loss: 0.031151 | val_loss: 0.0311598 | Time: 1471.37 ms [2021-10-07 11:51:53 main:581] : INFO : Epoch 1707 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 1462.77 ms [2021-10-07 11:51:54 main:581] : INFO : Epoch 1708 | loss: 0.031152 | val_loss: 0.0311618 | Time: 1463.83 ms [2021-10-07 11:51:56 main:581] : INFO : Epoch 1709 | loss: 0.0311514 | val_loss: 0.0311607 | Time: 1475.21 ms [2021-10-07 11:51:57 main:581] : INFO : Epoch 1710 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 1463.93 ms [2021-10-07 11:51:59 main:581] : INFO : Epoch 1711 | loss: 0.0311491 | val_loss: 0.0311609 | Time: 1477.36 ms [2021-10-07 11:52:00 main:581] : INFO : Epoch 1712 | loss: 0.0311497 | val_loss: 0.0311589 | Time: 1468.04 ms [2021-10-07 11:52:02 main:581] : INFO : Epoch 1713 | loss: 0.0311499 | val_loss: 0.0311593 | Time: 1486.94 ms [2021-10-07 11:52:03 main:581] : INFO : Epoch 1714 | loss: 0.0311483 | val_loss: 0.031161 | Time: 1482.6 ms [2021-10-07 11:52:05 main:581] : INFO : Epoch 1715 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 1454.32 ms [2021-10-07 11:52:06 main:581] : INFO : Epoch 1716 | loss: 0.031153 | val_loss: 0.0311623 | Time: 1489.49 ms [2021-10-07 11:52:08 main:581] : INFO : Epoch 1717 | loss: 0.0311511 | val_loss: 0.0311654 | Time: 1474.02 ms [2021-10-07 11:52:09 main:581] : INFO : Epoch 1718 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 1472.35 ms [2021-10-07 11:52:11 main:581] : INFO : Epoch 1719 | loss: 0.03115 | val_loss: 0.0311629 | Time: 1452.62 ms [2021-10-07 11:52:12 main:581] : INFO : Epoch 1720 | loss: 0.03115 | val_loss: 0.0311626 | Time: 1472.62 ms [2021-10-07 11:52:14 main:581] : INFO : Epoch 1721 | loss: 0.031149 | val_loss: 0.0311628 | Time: 1471.83 ms [2021-10-07 11:52:15 main:581] : INFO : Epoch 1722 | loss: 0.0311497 | val_loss: 0.031162 | Time: 1455 ms [2021-10-07 11:52:17 main:581] : INFO : Epoch 1723 | loss: 0.0311495 | val_loss: 0.0311605 | Time: 1458.84 ms [2021-10-07 11:52:18 main:581] : INFO : Epoch 1724 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 1465.41 ms [2021-10-07 11:52:19 main:581] : INFO : Epoch 1725 | loss: 0.0311489 | val_loss: 0.0311622 | Time: 1466.33 ms [2021-10-07 11:52:21 main:581] : INFO : Epoch 1726 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 1463.3 ms [2021-10-07 11:52:22 main:581] : INFO : Epoch 1727 | loss: 0.0311526 | val_loss: 0.0311634 | Time: 1461.65 ms [2021-10-07 11:52:24 main:581] : INFO : Epoch 1728 | loss: 0.031147 | val_loss: 0.0311644 | Time: 1469.23 ms [2021-10-07 11:52:25 main:581] : INFO : Epoch 1729 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 1486.12 ms [2021-10-07 11:52:27 main:581] : INFO : Epoch 1730 | loss: 0.0311471 | val_loss: 0.0311625 | Time: 1467.46 ms [2021-10-07 11:52:28 main:581] : INFO : Epoch 1731 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 1468.12 ms [2021-10-07 11:52:30 main:581] : INFO : Epoch 1732 | loss: 0.0311468 | val_loss: 0.0311625 | Time: 1447.01 ms [2021-10-07 11:52:31 main:581] : INFO : Epoch 1733 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 1477.69 ms [2021-10-07 11:52:33 main:581] : INFO : Epoch 1734 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 1466.01 ms [2021-10-07 11:52:34 main:581] : INFO : Epoch 1735 | loss: 0.0311466 | val_loss: 0.0311613 | Time: 1455.6 ms [2021-10-07 11:52:36 main:581] : INFO : Epoch 1736 | loss: 0.0311474 | val_loss: 0.031162 | Time: 1458.71 ms [2021-10-07 11:52:37 main:581] : INFO : Epoch 1737 | loss: 0.0311466 | val_loss: 0.0311631 | Time: 1460.23 ms [2021-10-07 11:52:39 main:581] : INFO : Epoch 1738 | loss: 0.0311517 | val_loss: 0.0311664 | Time: 1475.4 ms [2021-10-07 11:52:40 main:581] : INFO : Epoch 1739 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 1460.23 ms [2021-10-07 11:52:41 main:581] : INFO : Epoch 1740 | loss: 0.0311495 | val_loss: 0.0311627 | Time: 1486.43 ms [2021-10-07 11:52:43 main:581] : INFO : Epoch 1741 | loss: 0.0311468 | val_loss: 0.0311653 | Time: 1472.04 ms [2021-10-07 11:52:44 main:581] : INFO : Epoch 1742 | loss: 0.0311459 | val_loss: 0.0311697 | Time: 1461.13 ms [2021-10-07 11:52:46 main:581] : INFO : Epoch 1743 | loss: 0.0311457 | val_loss: 0.0311651 | Time: 1467.68 ms [2021-10-07 11:52:47 main:581] : INFO : Epoch 1744 | loss: 0.031145 | val_loss: 0.0311611 | Time: 1458.89 ms [2021-10-07 11:52:49 main:581] : INFO : Epoch 1745 | loss: 0.0311445 | val_loss: 0.0311635 | Time: 1469.18 ms [2021-10-07 11:52:50 main:581] : INFO : Epoch 1746 | loss: 0.0311442 | val_loss: 0.0311642 | Time: 1469.58 ms [2021-10-07 11:52:52 main:581] : INFO : Epoch 1747 | loss: 0.0311477 | val_loss: 0.0311698 | Time: 1474.24 ms [2021-10-07 11:52:53 main:581] : INFO : Epoch 1748 | loss: 0.0311481 | val_loss: 0.0311658 | Time: 1456.76 ms [2021-10-07 11:52:55 main:581] : INFO : Epoch 1749 | loss: 0.0311447 | val_loss: 0.0311695 | Time: 1439.22 ms [2021-10-07 11:52:56 main:581] : INFO : Epoch 1750 | loss: 0.0311452 | val_loss: 0.0311601 | Time: 1446 ms [2021-10-07 11:52:58 main:581] : INFO : Epoch 1751 | loss: 0.0311466 | val_loss: 0.0311603 | Time: 1449.87 ms [2021-10-07 11:52:59 main:581] : INFO : Epoch 1752 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 1483.91 ms [2021-10-07 11:53:00 main:581] : INFO : Epoch 1753 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 1456.82 ms [2021-10-07 11:53:02 main:581] : INFO : Epoch 1754 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 1487.99 ms [2021-10-07 11:53:03 main:581] : INFO : Epoch 1755 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 1465.05 ms [2021-10-07 11:53:05 main:581] : INFO : Epoch 1756 | loss: 0.0311486 | val_loss: 0.0311613 | Time: 1462.69 ms [2021-10-07 11:53:06 main:581] : INFO : Epoch 1757 | loss: 0.0311456 | val_loss: 0.0311608 | Time: 1483.88 ms [2021-10-07 11:53:08 main:581] : INFO : Epoch 1758 | loss: 0.0311462 | val_loss: 0.0311602 | Time: 1473.18 ms [2021-10-07 11:53:09 main:581] : INFO : Epoch 1759 | loss: 0.0311489 | val_loss: 0.0311609 | Time: 1468.11 ms [2021-10-07 11:53:11 main:581] : INFO : Epoch 1760 | loss: 0.0311501 | val_loss: 0.0311601 | Time: 1486.32 ms [2021-10-07 11:53:12 main:581] : INFO : Epoch 1761 | loss: 0.0311512 | val_loss: 0.0311579 | Time: 1464.93 ms [2021-10-07 11:53:14 main:581] : INFO : Epoch 1762 | loss: 0.0311502 | val_loss: 0.0311585 | Time: 1470.17 ms [2021-10-07 11:53:15 main:581] : INFO : Epoch 1763 | loss: 0.0311478 | val_loss: 0.0311605 | Time: 1466.73 ms [2021-10-07 11:53:17 main:581] : INFO : Epoch 1764 | loss: 0.0311518 | val_loss: 0.0311574 | Time: 1500.13 ms [2021-10-07 11:53:18 main:581] : INFO : Epoch 1765 | loss: 0.0311521 | val_loss: 0.0311714 | Time: 1473.46 ms [2021-10-07 11:53:20 main:581] : INFO : Epoch 1766 | loss: 0.0311554 | val_loss: 0.0311692 | Time: 1487.82 ms [2021-10-07 11:53:21 main:581] : INFO : Epoch 1767 | loss: 0.0311553 | val_loss: 0.0311669 | Time: 1455.84 ms [2021-10-07 11:53:23 main:581] : INFO : Epoch 1768 | loss: 0.0311547 | val_loss: 0.031169 | Time: 1455.41 ms [2021-10-07 11:53:24 main:581] : INFO : Epoch 1769 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 1457.48 ms [2021-10-07 11:53:26 main:581] : INFO : Epoch 1770 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 1446.54 ms [2021-10-07 11:53:27 main:581] : INFO : Epoch 1771 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 1451.22 ms [2021-10-07 11:53:28 main:581] : INFO : Epoch 1772 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 1463.92 ms [2021-10-07 11:53:30 main:581] : INFO : Epoch 1773 | loss: 0.0311529 | val_loss: 0.0311639 | Time: 1467.98 ms [2021-10-07 11:53:31 main:581] : INFO : Epoch 1774 | loss: 0.0311502 | val_loss: 0.0311628 | Time: 1469.17 ms [2021-10-07 11:53:33 main:581] : INFO : Epoch 1775 | loss: 0.0311507 | val_loss: 0.0311642 | Time: 1474.41 ms [2021-10-07 11:53:34 main:581] : INFO : Epoch 1776 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 1457.46 ms [2021-10-07 11:53:36 main:581] : INFO : Epoch 1777 | loss: 0.0311519 | val_loss: 0.0311625 | Time: 1438.93 ms [2021-10-07 11:53:37 main:581] : INFO : Epoch 1778 | loss: 0.0311501 | val_loss: 0.0311632 | Time: 1468.46 ms [2021-10-07 11:53:39 main:581] : INFO : Epoch 1779 | loss: 0.031151 | val_loss: 0.0311659 | Time: 1452.69 ms [2021-10-07 11:53:40 main:581] : INFO : Epoch 1780 | loss: 0.0311516 | val_loss: 0.0311642 | Time: 1474.88 ms [2021-10-07 11:53:42 main:581] : INFO : Epoch 1781 | loss: 0.0311503 | val_loss: 0.0311609 | Time: 1455.21 ms [2021-10-07 11:53:43 main:581] : INFO : Epoch 1782 | loss: 0.0311488 | val_loss: 0.0311608 | Time: 1475.69 ms [2021-10-07 11:53:45 main:581] : INFO : Epoch 1783 | loss: 0.0311492 | val_loss: 0.0311608 | Time: 1485.21 ms [2021-10-07 11:53:46 main:581] : INFO : Epoch 1784 | loss: 0.031152 | val_loss: 0.0311688 | Time: 1459.74 ms [2021-10-07 11:53:47 main:581] : INFO : Epoch 1785 | loss: 0.0311545 | val_loss: 0.031167 | Time: 1480.64 ms [2021-10-07 11:53:49 main:581] : INFO : Epoch 1786 | loss: 0.0311515 | val_loss: 0.031163 | Time: 1430.63 ms [2021-10-07 11:53:50 main:581] : INFO : Epoch 1787 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 1439.81 ms [2021-10-07 11:53:52 main:581] : INFO : Epoch 1788 | loss: 0.0311481 | val_loss: 0.0311608 | Time: 1479.68 ms [2021-10-07 11:53:53 main:581] : INFO : Epoch 1789 | loss: 0.031147 | val_loss: 0.0311583 | Time: 1443.21 ms [2021-10-07 11:53:55 main:581] : INFO : Epoch 1790 | loss: 0.0311459 | val_loss: 0.0311585 | Time: 1428.21 ms [2021-10-07 11:53:56 main:581] : INFO : Epoch 1791 | loss: 0.0311453 | val_loss: 0.0311683 | Time: 1426.39 ms [2021-10-07 11:53:58 main:581] : INFO : Epoch 1792 | loss: 0.0311489 | val_loss: 0.03116 | Time: 1449.83 ms [2021-10-07 11:53:59 main:581] : INFO : Epoch 1793 | loss: 0.0311449 | val_loss: 0.0311617 | Time: 1464.55 ms [2021-10-07 11:54:01 main:581] : INFO : Epoch 1794 | loss: 0.0311455 | val_loss: 0.0311589 | Time: 1454.84 ms [2021-10-07 11:54:02 main:581] : INFO : Epoch 1795 | loss: 0.031147 | val_loss: 0.0311631 | Time: 1471.84 ms [2021-10-07 11:54:03 main:581] : INFO : Epoch 1796 | loss: 0.0311488 | val_loss: 0.0311615 | Time: 1471.41 ms [2021-10-07 11:54:05 main:581] : INFO : Epoch 1797 | loss: 0.0311516 | val_loss: 0.0311679 | Time: 1469.41 ms [2021-10-07 11:54:06 main:581] : INFO : Epoch 1798 | loss: 0.031147 | val_loss: 0.0311594 | Time: 1457.04 ms [2021-10-07 11:54:08 main:581] : INFO : Epoch 1799 | loss: 0.0311451 | val_loss: 0.0311643 | Time: 1445.57 ms [2021-10-07 11:54:09 main:581] : INFO : Epoch 1800 | loss: 0.0311442 | val_loss: 0.0311603 | Time: 1481.46 ms [2021-10-07 11:54:11 main:581] : INFO : Epoch 1801 | loss: 0.0311457 | val_loss: 0.0311625 | Time: 1464.69 ms [2021-10-07 11:54:12 main:581] : INFO : Epoch 1802 | loss: 0.0311439 | val_loss: 0.0311596 | Time: 1458.45 ms [2021-10-07 11:54:14 main:581] : INFO : Epoch 1803 | loss: 0.0311444 | val_loss: 0.0311603 | Time: 1459.67 ms [2021-10-07 11:54:15 main:581] : INFO : Epoch 1804 | loss: 0.0311486 | val_loss: 0.0311647 | Time: 1477.63 ms [2021-10-07 11:54:17 main:581] : INFO : Epoch 1805 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 1481.5 ms [2021-10-07 11:54:18 main:581] : INFO : Epoch 1806 | loss: 0.0311454 | val_loss: 0.0311589 | Time: 1461.01 ms [2021-10-07 11:54:20 main:581] : INFO : Epoch 1807 | loss: 0.0311516 | val_loss: 0.0311737 | Time: 1455.81 ms [2021-10-07 11:54:21 main:581] : INFO : Epoch 1808 | loss: 0.0311494 | val_loss: 0.0311627 | Time: 1490.44 ms [2021-10-07 11:54:23 main:581] : INFO : Epoch 1809 | loss: 0.0311432 | val_loss: 0.0311639 | Time: 1455.22 ms [2021-10-07 11:54:24 main:581] : INFO : Epoch 1810 | loss: 0.0311428 | val_loss: 0.0311593 | Time: 1452.17 ms [2021-10-07 11:54:25 main:581] : INFO : Epoch 1811 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 1447.01 ms [2021-10-07 11:54:27 main:581] : INFO : Epoch 1812 | loss: 0.0311441 | val_loss: 0.0311642 | Time: 1456.34 ms [2021-10-07 11:54:28 main:581] : INFO : Epoch 1813 | loss: 0.0311435 | val_loss: 0.0311594 | Time: 1457.5 ms [2021-10-07 11:54:30 main:581] : INFO : Epoch 1814 | loss: 0.0311421 | val_loss: 0.0311604 | Time: 1477.27 ms [2021-10-07 11:54:31 main:581] : INFO : Epoch 1815 | loss: 0.0311422 | val_loss: 0.0311649 | Time: 1465.19 ms [2021-10-07 11:54:33 main:581] : INFO : Epoch 1816 | loss: 0.0311442 | val_loss: 0.0311664 | Time: 1503.52 ms [2021-10-07 11:54:34 main:581] : INFO : Epoch 1817 | loss: 0.031143 | val_loss: 0.031165 | Time: 1488.57 ms [2021-10-07 11:54:36 main:581] : INFO : Epoch 1818 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 1441.7 ms [2021-10-07 11:54:37 main:581] : INFO : Epoch 1819 | loss: 0.0311416 | val_loss: 0.0311591 | Time: 1461.78 ms [2021-10-07 11:54:39 main:581] : INFO : Epoch 1820 | loss: 0.0311425 | val_loss: 0.0311592 | Time: 1440.5 ms [2021-10-07 11:54:40 main:581] : INFO : Epoch 1821 | loss: 0.031142 | val_loss: 0.0311624 | Time: 1463.94 ms [2021-10-07 11:54:41 main:581] : INFO : Epoch 1822 | loss: 0.0311428 | val_loss: 0.0311665 | Time: 1430.42 ms [2021-10-07 11:54:43 main:581] : INFO : Epoch 1823 | loss: 0.0311439 | val_loss: 0.0311592 | Time: 1447.13 ms [2021-10-07 11:54:44 main:581] : INFO : Epoch 1824 | loss: 0.0311414 | val_loss: 0.0311615 | Time: 1474.1 ms [2021-10-07 11:54:46 main:581] : INFO : Epoch 1825 | loss: 0.0311413 | val_loss: 0.0311617 | Time: 1465.5 ms [2021-10-07 11:54:47 main:581] : INFO : Epoch 1826 | loss: 0.0311436 | val_loss: 0.0311619 | Time: 1485.72 ms [2021-10-07 11:54:49 main:581] : INFO : Epoch 1827 | loss: 0.0311495 | val_loss: 0.0311628 | Time: 1441.31 ms [2021-10-07 11:54:50 main:581] : INFO : Epoch 1828 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 1454.72 ms [2021-10-07 11:54:52 main:581] : INFO : Epoch 1829 | loss: 0.0311484 | val_loss: 0.031158 | Time: 1444.09 ms [2021-10-07 11:54:53 main:581] : INFO : Epoch 1830 | loss: 0.0311473 | val_loss: 0.0311617 | Time: 1463.43 ms [2021-10-07 11:54:55 main:581] : INFO : Epoch 1831 | loss: 0.031147 | val_loss: 0.0311625 | Time: 1427.78 ms [2021-10-07 11:54:56 main:581] : INFO : Epoch 1832 | loss: 0.0311509 | val_loss: 0.0311636 | Time: 1447.07 ms [2021-10-07 11:54:58 main:581] : INFO : Epoch 1833 | loss: 0.031148 | val_loss: 0.031166 | Time: 1476.3 ms [2021-10-07 11:54:59 main:581] : INFO : Epoch 1834 | loss: 0.031149 | val_loss: 0.0311687 | Time: 1441.28 ms [2021-10-07 11:55:00 main:581] : INFO : Epoch 1835 | loss: 0.0311513 | val_loss: 0.0311654 | Time: 1468.54 ms [2021-10-07 11:55:02 main:581] : INFO : Epoch 1836 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 1455.92 ms [2021-10-07 11:55:03 main:581] : INFO : Epoch 1837 | loss: 0.0311481 | val_loss: 0.0311627 | Time: 1463.01 ms [2021-10-07 11:55:05 main:581] : INFO : Epoch 1838 | loss: 0.031146 | val_loss: 0.0311635 | Time: 1466.01 ms [2021-10-07 11:55:06 main:581] : INFO : Epoch 1839 | loss: 0.0311453 | val_loss: 0.03116 | Time: 1449.33 ms [2021-10-07 11:55:08 main:581] : INFO : Epoch 1840 | loss: 0.0311447 | val_loss: 0.0311601 | Time: 1458.95 ms [2021-10-07 11:55:09 main:581] : INFO : Epoch 1841 | loss: 0.0311439 | val_loss: 0.03116 | Time: 1443.79 ms [2021-10-07 11:55:11 main:581] : INFO : Epoch 1842 | loss: 0.0311443 | val_loss: 0.0311597 | Time: 1473.85 ms [2021-10-07 11:55:12 main:581] : INFO : Epoch 1843 | loss: 0.031144 | val_loss: 0.0311603 | Time: 1468.1 ms [2021-10-07 11:55:14 main:581] : INFO : Epoch 1844 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1478.3 ms [2021-10-07 11:55:15 main:581] : INFO : Epoch 1845 | loss: 0.0311441 | val_loss: 0.0311647 | Time: 1457.98 ms [2021-10-07 11:55:17 main:581] : INFO : Epoch 1846 | loss: 0.0311443 | val_loss: 0.0311616 | Time: 1462.94 ms [2021-10-07 11:55:18 main:581] : INFO : Epoch 1847 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 1434.72 ms [2021-10-07 11:55:19 main:581] : INFO : Epoch 1848 | loss: 0.0311413 | val_loss: 0.0311664 | Time: 1484.16 ms [2021-10-07 11:55:21 main:581] : INFO : Epoch 1849 | loss: 0.0311419 | val_loss: 0.0311579 | Time: 1471.13 ms [2021-10-07 11:55:22 main:581] : INFO : Epoch 1850 | loss: 0.031143 | val_loss: 0.0311609 | Time: 1464.07 ms [2021-10-07 11:55:24 main:581] : INFO : Epoch 1851 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 1426.81 ms [2021-10-07 11:55:25 main:581] : INFO : Epoch 1852 | loss: 0.0311526 | val_loss: 0.0311602 | Time: 1476.14 ms [2021-10-07 11:55:27 main:581] : INFO : Epoch 1853 | loss: 0.0311491 | val_loss: 0.0311639 | Time: 1459.06 ms [2021-10-07 11:55:28 main:581] : INFO : Epoch 1854 | loss: 0.0311479 | val_loss: 0.0311606 | Time: 1414.98 ms [2021-10-07 11:55:30 main:581] : INFO : Epoch 1855 | loss: 0.0311498 | val_loss: 0.0311631 | Time: 1467.86 ms [2021-10-07 11:55:31 main:581] : INFO : Epoch 1856 | loss: 0.0311475 | val_loss: 0.0311634 | Time: 1493.71 ms [2021-10-07 11:55:33 main:581] : INFO : Epoch 1857 | loss: 0.0311475 | val_loss: 0.0311646 | Time: 1484.42 ms [2021-10-07 11:55:34 main:581] : INFO : Epoch 1858 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 1438.07 ms [2021-10-07 11:55:35 main:581] : INFO : Epoch 1859 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 1442.84 ms [2021-10-07 11:55:37 main:581] : INFO : Epoch 1860 | loss: 0.0311495 | val_loss: 0.0311683 | Time: 1470.21 ms [2021-10-07 11:55:38 main:581] : INFO : Epoch 1861 | loss: 0.0311464 | val_loss: 0.031165 | Time: 1438.7 ms [2021-10-07 11:55:40 main:581] : INFO : Epoch 1862 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 1466.7 ms [2021-10-07 11:55:41 main:581] : INFO : Epoch 1863 | loss: 0.0311479 | val_loss: 0.031162 | Time: 1455.11 ms [2021-10-07 11:55:43 main:581] : INFO : Epoch 1864 | loss: 0.0311437 | val_loss: 0.0311596 | Time: 1471.51 ms [2021-10-07 11:55:44 main:581] : INFO : Epoch 1865 | loss: 0.0311459 | val_loss: 0.0311613 | Time: 1484.64 ms [2021-10-07 11:55:46 main:581] : INFO : Epoch 1866 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 1458.5 ms [2021-10-07 11:55:47 main:581] : INFO : Epoch 1867 | loss: 0.031149 | val_loss: 0.0311643 | Time: 1479.85 ms [2021-10-07 11:55:49 main:581] : INFO : Epoch 1868 | loss: 0.0311474 | val_loss: 0.0311588 | Time: 1482.91 ms [2021-10-07 11:55:50 main:581] : INFO : Epoch 1869 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 1480.96 ms [2021-10-07 11:55:52 main:581] : INFO : Epoch 1870 | loss: 0.0311458 | val_loss: 0.0311619 | Time: 1487.06 ms [2021-10-07 11:55:53 main:581] : INFO : Epoch 1871 | loss: 0.0311439 | val_loss: 0.0311589 | Time: 1470.46 ms [2021-10-07 11:55:55 main:581] : INFO : Epoch 1872 | loss: 0.0311448 | val_loss: 0.03117 | Time: 1468.2 ms [2021-10-07 11:55:56 main:581] : INFO : Epoch 1873 | loss: 0.0311457 | val_loss: 0.0311615 | Time: 1453.15 ms [2021-10-07 11:55:57 main:581] : INFO : Epoch 1874 | loss: 0.0311408 | val_loss: 0.0311625 | Time: 1449.69 ms [2021-10-07 11:55:59 main:581] : INFO : Epoch 1875 | loss: 0.0311426 | val_loss: 0.0311601 | Time: 1447.5 ms [2021-10-07 11:56:00 main:581] : INFO : Epoch 1876 | loss: 0.0311414 | val_loss: 0.0311635 | Time: 1468.88 ms [2021-10-07 11:56:02 main:581] : INFO : Epoch 1877 | loss: 0.0311433 | val_loss: 0.031163 | Time: 1419.82 ms [2021-10-07 11:56:03 main:581] : INFO : Epoch 1878 | loss: 0.0311432 | val_loss: 0.0311635 | Time: 1460.39 ms [2021-10-07 11:56:05 main:581] : INFO : Epoch 1879 | loss: 0.031143 | val_loss: 0.031159 | Time: 1445.92 ms [2021-10-07 11:56:06 main:581] : INFO : Epoch 1880 | loss: 0.0311413 | val_loss: 0.0311647 | Time: 1459.59 ms [2021-10-07 11:56:08 main:581] : INFO : Epoch 1881 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 1459.58 ms [2021-10-07 11:56:09 main:581] : INFO : Epoch 1882 | loss: 0.0311444 | val_loss: 0.0311641 | Time: 1433.49 ms [2021-10-07 11:56:11 main:581] : INFO : Epoch 1883 | loss: 0.0311437 | val_loss: 0.0311587 | Time: 1468.36 ms [2021-10-07 11:56:12 main:581] : INFO : Epoch 1884 | loss: 0.0311401 | val_loss: 0.0311598 | Time: 1478.24 ms [2021-10-07 11:56:13 main:581] : INFO : Epoch 1885 | loss: 0.0311425 | val_loss: 0.0311594 | Time: 1459.6 ms [2021-10-07 11:56:15 main:581] : INFO : Epoch 1886 | loss: 0.031142 | val_loss: 0.0311634 | Time: 1457.96 ms [2021-10-07 11:56:16 main:581] : INFO : Epoch 1887 | loss: 0.0311435 | val_loss: 0.0311629 | Time: 1470.9 ms [2021-10-07 11:56:18 main:581] : INFO : Epoch 1888 | loss: 0.0311402 | val_loss: 0.0311629 | Time: 1451.93 ms [2021-10-07 11:56:19 main:581] : INFO : Epoch 1889 | loss: 0.0311406 | val_loss: 0.0311629 | Time: 1476.71 ms [2021-10-07 11:56:21 main:581] : INFO : Epoch 1890 | loss: 0.0311404 | val_loss: 0.0311647 | Time: 1481.14 ms [2021-10-07 11:56:22 main:581] : INFO : Epoch 1891 | loss: 0.0311412 | val_loss: 0.0311659 | Time: 1442.89 ms [2021-10-07 11:56:24 main:581] : INFO : Epoch 1892 | loss: 0.0311423 | val_loss: 0.031171 | Time: 1459.99 ms [2021-10-07 11:56:25 main:581] : INFO : Epoch 1893 | loss: 0.031145 | val_loss: 0.0311687 | Time: 1444.22 ms [2021-10-07 11:56:27 main:581] : INFO : Epoch 1894 | loss: 0.0311477 | val_loss: 0.0311642 | Time: 1486.97 ms [2021-10-07 11:56:28 main:581] : INFO : Epoch 1895 | loss: 0.0311398 | val_loss: 0.0311607 | Time: 1466.93 ms [2021-10-07 11:56:30 main:581] : INFO : Epoch 1896 | loss: 0.0311396 | val_loss: 0.031174 | Time: 1448.02 ms [2021-10-07 11:56:31 main:581] : INFO : Epoch 1897 | loss: 0.0311383 | val_loss: 0.0311612 | Time: 1458.02 ms [2021-10-07 11:56:33 main:581] : INFO : Epoch 1898 | loss: 0.0311384 | val_loss: 0.0311642 | Time: 1466.81 ms [2021-10-07 11:56:34 main:581] : INFO : Epoch 1899 | loss: 0.0311381 | val_loss: 0.0311639 | Time: 1471.2 ms [2021-10-07 11:56:35 main:581] : INFO : Epoch 1900 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 1472.62 ms [2021-10-07 11:56:37 main:581] : INFO : Epoch 1901 | loss: 0.0311367 | val_loss: 0.0311663 | Time: 1504.8 ms [2021-10-07 11:56:38 main:581] : INFO : Epoch 1902 | loss: 0.0311371 | val_loss: 0.0311656 | Time: 1497.63 ms [2021-10-07 11:56:40 main:581] : INFO : Epoch 1903 | loss: 0.0311398 | val_loss: 0.0311667 | Time: 1527.02 ms [2021-10-07 11:56:42 main:581] : INFO : Epoch 1904 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 1516.4 ms [2021-10-07 11:56:43 main:581] : INFO : Epoch 1905 | loss: 0.03114 | val_loss: 0.0311706 | Time: 1546.21 ms [2021-10-07 11:56:45 main:581] : INFO : Epoch 1906 | loss: 0.031139 | val_loss: 0.0311634 | Time: 1516.58 ms [2021-10-07 11:56:46 main:581] : INFO : Epoch 1907 | loss: 0.0311402 | val_loss: 0.0311629 | Time: 1492.26 ms [2021-10-07 11:56:48 main:581] : INFO : Epoch 1908 | loss: 0.0311377 | val_loss: 0.0311626 | Time: 1536.11 ms [2021-10-07 11:56:49 main:581] : INFO : Epoch 1909 | loss: 0.0311385 | val_loss: 0.0311775 | Time: 1494.81 ms [2021-10-07 11:56:51 main:581] : INFO : Epoch 1910 | loss: 0.0311402 | val_loss: 0.031163 | Time: 1531.36 ms [2021-10-07 11:56:52 main:581] : INFO : Epoch 1911 | loss: 0.0311358 | val_loss: 0.0311654 | Time: 1505.58 ms [2021-10-07 11:56:54 main:581] : INFO : Epoch 1912 | loss: 0.0311346 | val_loss: 0.0311697 | Time: 1493.33 ms [2021-10-07 11:56:55 main:581] : INFO : Epoch 1913 | loss: 0.0311375 | val_loss: 0.0311663 | Time: 1525.2 ms [2021-10-07 11:56:57 main:581] : INFO : Epoch 1914 | loss: 0.031137 | val_loss: 0.0311668 | Time: 1485.12 ms [2021-10-07 11:56:58 main:581] : INFO : Epoch 1915 | loss: 0.0311369 | val_loss: 0.0311655 | Time: 1482.81 ms [2021-10-07 11:57:00 main:581] : INFO : Epoch 1916 | loss: 0.0311365 | val_loss: 0.0311628 | Time: 1486.08 ms [2021-10-07 11:57:01 main:581] : INFO : Epoch 1917 | loss: 0.0311372 | val_loss: 0.0311616 | Time: 1522.61 ms [2021-10-07 11:57:03 main:581] : INFO : Epoch 1918 | loss: 0.0311424 | val_loss: 0.0311713 | Time: 1480.14 ms [2021-10-07 11:57:04 main:581] : INFO : Epoch 1919 | loss: 0.0311422 | val_loss: 0.0311726 | Time: 1480.22 ms [2021-10-07 11:57:06 main:581] : INFO : Epoch 1920 | loss: 0.0311409 | val_loss: 0.0311721 | Time: 1489.19 ms [2021-10-07 11:57:07 main:581] : INFO : Epoch 1921 | loss: 0.0311381 | val_loss: 0.0311627 | Time: 1469.15 ms [2021-10-07 11:57:09 main:581] : INFO : Epoch 1922 | loss: 0.0311358 | val_loss: 0.0311631 | Time: 1458 ms [2021-10-07 11:57:10 main:581] : INFO : Epoch 1923 | loss: 0.0311362 | val_loss: 0.0311628 | Time: 1455.77 ms [2021-10-07 11:57:11 main:581] : INFO : Epoch 1924 | loss: 0.0311355 | val_loss: 0.0311626 | Time: 1436.68 ms [2021-10-07 11:57:13 main:581] : INFO : Epoch 1925 | loss: 0.0311355 | val_loss: 0.0311653 | Time: 1474.22 ms [2021-10-07 11:57:14 main:581] : INFO : Epoch 1926 | loss: 0.0311387 | val_loss: 0.0311701 | Time: 1468.14 ms [2021-10-07 11:57:16 main:581] : INFO : Epoch 1927 | loss: 0.0311369 | val_loss: 0.0311671 | Time: 1457.3 ms [2021-10-07 11:57:17 main:581] : INFO : Epoch 1928 | loss: 0.0311377 | val_loss: 0.0311636 | Time: 1453.78 ms [2021-10-07 11:57:19 main:581] : INFO : Epoch 1929 | loss: 0.0311392 | val_loss: 0.0311653 | Time: 1494.81 ms [2021-10-07 11:57:20 main:581] : INFO : Epoch 1930 | loss: 0.0311363 | val_loss: 0.0311651 | Time: 1475.16 ms [2021-10-07 11:57:22 main:581] : INFO : Epoch 1931 | loss: 0.0311388 | val_loss: 0.0311732 | Time: 1480.01 ms [2021-10-07 11:57:23 main:581] : INFO : Epoch 1932 | loss: 0.0311383 | val_loss: 0.031162 | Time: 1435.45 ms [2021-10-07 11:57:25 main:581] : INFO : Epoch 1933 | loss: 0.0311364 | val_loss: 0.0311636 | Time: 1493.56 ms [2021-10-07 11:57:26 main:581] : INFO : Epoch 1934 | loss: 0.0311394 | val_loss: 0.0311656 | Time: 1485.97 ms [2021-10-07 11:57:28 main:581] : INFO : Epoch 1935 | loss: 0.0311391 | val_loss: 0.0311592 | Time: 1472.83 ms [2021-10-07 11:57:29 main:581] : INFO : Epoch 1936 | loss: 0.0311388 | val_loss: 0.0311647 | Time: 1463.09 ms [2021-10-07 11:57:31 main:581] : INFO : Epoch 1937 | loss: 0.0311379 | val_loss: 0.0311622 | Time: 1445.7 ms [2021-10-07 11:57:32 main:581] : INFO : Epoch 1938 | loss: 0.031137 | val_loss: 0.03116 | Time: 1458.55 ms [2021-10-07 11:57:33 main:581] : INFO : Epoch 1939 | loss: 0.0311367 | val_loss: 0.0311629 | Time: 1450.43 ms [2021-10-07 11:57:35 main:581] : INFO : Epoch 1940 | loss: 0.0311385 | val_loss: 0.031161 | Time: 1452.84 ms [2021-10-07 11:57:36 main:581] : INFO : Epoch 1941 | loss: 0.031139 | val_loss: 0.0311685 | Time: 1466.78 ms [2021-10-07 11:57:38 main:581] : INFO : Epoch 1942 | loss: 0.031141 | val_loss: 0.0311686 | Time: 1458.7 ms [2021-10-07 11:57:39 main:581] : INFO : Epoch 1943 | loss: 0.031145 | val_loss: 0.0311678 | Time: 1518.52 ms [2021-10-07 11:57:41 main:581] : INFO : Epoch 1944 | loss: 0.0311427 | val_loss: 0.0311668 | Time: 1488.4 ms [2021-10-07 11:57:42 main:581] : INFO : Epoch 1945 | loss: 0.0311417 | val_loss: 0.0311669 | Time: 1459 ms [2021-10-07 11:57:44 main:581] : INFO : Epoch 1946 | loss: 0.0311411 | val_loss: 0.0311695 | Time: 1443.64 ms [2021-10-07 11:57:45 main:581] : INFO : Epoch 1947 | loss: 0.0311412 | val_loss: 0.0311651 | Time: 1445.5 ms [2021-10-07 11:57:47 main:581] : INFO : Epoch 1948 | loss: 0.031139 | val_loss: 0.0311641 | Time: 1504.67 ms [2021-10-07 11:57:48 main:581] : INFO : Epoch 1949 | loss: 0.0311388 | val_loss: 0.0311644 | Time: 1479.16 ms [2021-10-07 11:57:50 main:581] : INFO : Epoch 1950 | loss: 0.0311401 | val_loss: 0.0311696 | Time: 1453.89 ms [2021-10-07 11:57:51 main:581] : INFO : Epoch 1951 | loss: 0.0311405 | val_loss: 0.0311655 | Time: 1459.38 ms [2021-10-07 11:57:53 main:581] : INFO : Epoch 1952 | loss: 0.0311411 | val_loss: 0.0311684 | Time: 1465.5 ms [2021-10-07 11:57:54 main:581] : INFO : Epoch 1953 | loss: 0.031141 | val_loss: 0.0311609 | Time: 1449.98 ms [2021-10-07 11:57:55 main:581] : INFO : Epoch 1954 | loss: 0.0311414 | val_loss: 0.031161 | Time: 1450.41 ms [2021-10-07 11:57:57 main:581] : INFO : Epoch 1955 | loss: 0.0311447 | val_loss: 0.0311628 | Time: 1471.97 ms [2021-10-07 11:57:58 main:581] : INFO : Epoch 1956 | loss: 0.031143 | val_loss: 0.0311593 | Time: 1470.98 ms [2021-10-07 11:58:00 main:581] : INFO : Epoch 1957 | loss: 0.0311429 | val_loss: 0.0311684 | Time: 1466.64 ms [2021-10-07 11:58:01 main:581] : INFO : Epoch 1958 | loss: 0.0311428 | val_loss: 0.0311658 | Time: 1482.71 ms [2021-10-07 11:58:03 main:581] : INFO : Epoch 1959 | loss: 0.031143 | val_loss: 0.0311578 | Time: 1464.73 ms [2021-10-07 11:58:04 main:581] : INFO : Epoch 1960 | loss: 0.0311402 | val_loss: 0.0311638 | Time: 1474.75 ms [2021-10-07 11:58:06 main:581] : INFO : Epoch 1961 | loss: 0.0311394 | val_loss: 0.0311612 | Time: 1474.71 ms [2021-10-07 11:58:07 main:581] : INFO : Epoch 1962 | loss: 0.0311416 | val_loss: 0.0311577 | Time: 1450.94 ms [2021-10-07 11:58:09 main:581] : INFO : Epoch 1963 | loss: 0.0311392 | val_loss: 0.0311624 | Time: 1479.41 ms [2021-10-07 11:58:10 main:581] : INFO : Epoch 1964 | loss: 0.031138 | val_loss: 0.0311618 | Time: 1460.59 ms [2021-10-07 11:58:12 main:581] : INFO : Epoch 1965 | loss: 0.0311382 | val_loss: 0.0311561 | Time: 1486.8 ms [2021-10-07 11:58:13 main:581] : INFO : Epoch 1966 | loss: 0.0311384 | val_loss: 0.0311585 | Time: 1470.66 ms [2021-10-07 11:58:15 main:581] : INFO : Epoch 1967 | loss: 0.0311399 | val_loss: 0.0311596 | Time: 1444.47 ms [2021-10-07 11:58:16 main:581] : INFO : Epoch 1968 | loss: 0.0311424 | val_loss: 0.0311576 | Time: 1443.29 ms [2021-10-07 11:58:17 main:581] : INFO : Epoch 1969 | loss: 0.0311437 | val_loss: 0.0311659 | Time: 1460.44 ms [2021-10-07 11:58:19 main:581] : INFO : Epoch 1970 | loss: 0.0311389 | val_loss: 0.0311627 | Time: 1439.34 ms [2021-10-07 11:58:20 main:581] : INFO : Epoch 1971 | loss: 0.0311407 | val_loss: 0.0311609 | Time: 1445.36 ms [2021-10-07 11:58:22 main:581] : INFO : Epoch 1972 | loss: 0.0311387 | val_loss: 0.0311588 | Time: 1461.48 ms [2021-10-07 11:58:23 main:581] : INFO : Epoch 1973 | loss: 0.0311383 | val_loss: 0.0311532 | Time: 1448.09 ms [2021-10-07 11:58:25 main:581] : INFO : Epoch 1974 | loss: 0.0311369 | val_loss: 0.0311555 | Time: 1450.71 ms [2021-10-07 11:58:26 main:581] : INFO : Epoch 1975 | loss: 0.0311382 | val_loss: 0.0311561 | Time: 1455.7 ms [2021-10-07 11:58:28 main:581] : INFO : Epoch 1976 | loss: 0.0311378 | val_loss: 0.0311583 | Time: 1461.02 ms [2021-10-07 11:58:29 main:581] : INFO : Epoch 1977 | loss: 0.0311409 | val_loss: 0.031156 | Time: 1455.2 ms [2021-10-07 11:58:30 main:581] : INFO : Epoch 1978 | loss: 0.0311388 | val_loss: 0.031154 | Time: 1429.95 ms [2021-10-07 11:58:32 main:581] : INFO : Epoch 1979 | loss: 0.0311368 | val_loss: 0.0311595 | Time: 1483.17 ms [2021-10-07 11:58:33 main:581] : INFO : Epoch 1980 | loss: 0.0311377 | val_loss: 0.031157 | Time: 1468.51 ms [2021-10-07 11:58:35 main:581] : INFO : Epoch 1981 | loss: 0.0311372 | val_loss: 0.0311607 | Time: 1442.67 ms [2021-10-07 11:58:36 main:581] : INFO : Epoch 1982 | loss: 0.0311359 | val_loss: 0.0311588 | Time: 1464.92 ms [2021-10-07 11:58:38 main:581] : INFO : Epoch 1983 | loss: 0.0311355 | val_loss: 0.03116 | Time: 1458.73 ms [2021-10-07 11:58:39 main:581] : INFO : Epoch 1984 | loss: 0.0311365 | val_loss: 0.0311635 | Time: 1434.02 ms [2021-10-07 11:58:41 main:581] : INFO : Epoch 1985 | loss: 0.0311368 | val_loss: 0.0311672 | Time: 1424.63 ms [2021-10-07 11:58:42 main:581] : INFO : Epoch 1986 | loss: 0.031142 | val_loss: 0.0311569 | Time: 1438.01 ms [2021-10-07 11:58:44 main:581] : INFO : Epoch 1987 | loss: 0.0311371 | val_loss: 0.0311581 | Time: 1456.17 ms [2021-10-07 11:58:45 main:581] : INFO : Epoch 1988 | loss: 0.0311373 | val_loss: 0.0311578 | Time: 1463.95 ms [2021-10-07 11:58:46 main:581] : INFO : Epoch 1989 | loss: 0.031135 | val_loss: 0.0311573 | Time: 1482.17 ms [2021-10-07 11:58:48 main:581] : INFO : Epoch 1990 | loss: 0.0311342 | val_loss: 0.0311572 | Time: 1440.86 ms [2021-10-07 11:58:49 main:581] : INFO : Epoch 1991 | loss: 0.031133 | val_loss: 0.031159 | Time: 1468.48 ms [2021-10-07 11:58:51 main:581] : INFO : Epoch 1992 | loss: 0.0311331 | val_loss: 0.0311584 | Time: 1470.69 ms [2021-10-07 11:58:52 main:581] : INFO : Epoch 1993 | loss: 0.0311346 | val_loss: 0.03116 | Time: 1461.61 ms [2021-10-07 11:58:54 main:581] : INFO : Epoch 1994 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 1460.93 ms [2021-10-07 11:58:55 main:581] : INFO : Epoch 1995 | loss: 0.0311355 | val_loss: 0.0311624 | Time: 1456.99 ms [2021-10-07 11:58:57 main:581] : INFO : Epoch 1996 | loss: 0.0311368 | val_loss: 0.0311555 | Time: 1462.99 ms [2021-10-07 11:58:58 main:581] : INFO : Epoch 1997 | loss: 0.0311353 | val_loss: 0.0311682 | Time: 1483.61 ms [2021-10-07 11:59:00 main:581] : INFO : Epoch 1998 | loss: 0.0311355 | val_loss: 0.031163 | Time: 1462.42 ms [2021-10-07 11:59:01 main:581] : INFO : Epoch 1999 | loss: 0.031135 | val_loss: 0.0311598 | Time: 1459.01 ms [2021-10-07 11:59:03 main:581] : INFO : Epoch 2000 | loss: 0.0311361 | val_loss: 0.0311567 | Time: 1448.55 ms [2021-10-07 11:59:04 main:581] : INFO : Epoch 2001 | loss: 0.0311365 | val_loss: 0.0311602 | Time: 1454.72 ms [2021-10-07 11:59:05 main:581] : INFO : Epoch 2002 | loss: 0.0311354 | val_loss: 0.0311594 | Time: 1470.18 ms [2021-10-07 11:59:07 main:581] : INFO : Epoch 2003 | loss: 0.0311352 | val_loss: 0.031158 | Time: 1480.35 ms [2021-10-07 11:59:08 main:581] : INFO : Epoch 2004 | loss: 0.0311372 | val_loss: 0.0311585 | Time: 1452.08 ms [2021-10-07 11:59:10 main:581] : INFO : Epoch 2005 | loss: 0.031136 | val_loss: 0.031161 | Time: 1477.41 ms [2021-10-07 11:59:11 main:581] : INFO : Epoch 2006 | loss: 0.0311361 | val_loss: 0.0311594 | Time: 1455.53 ms [2021-10-07 11:59:13 main:581] : INFO : Epoch 2007 | loss: 0.0311413 | val_loss: 0.0311669 | Time: 1455.93 ms [2021-10-07 11:59:14 main:581] : INFO : Epoch 2008 | loss: 0.0311393 | val_loss: 0.0311587 | Time: 1444.13 ms [2021-10-07 11:59:16 main:581] : INFO : Epoch 2009 | loss: 0.0311334 | val_loss: 0.0311602 | Time: 1461.8 ms [2021-10-07 11:59:17 main:581] : INFO : Epoch 2010 | loss: 0.0311386 | val_loss: 0.0311562 | Time: 1469.49 ms [2021-10-07 11:59:19 main:581] : INFO : Epoch 2011 | loss: 0.0311367 | val_loss: 0.0311592 | Time: 1503.61 ms [2021-10-07 11:59:20 main:581] : INFO : Epoch 2012 | loss: 0.0311437 | val_loss: 0.0311791 | Time: 1472.17 ms [2021-10-07 11:59:22 main:581] : INFO : Epoch 2013 | loss: 0.0311417 | val_loss: 0.031162 | Time: 1493.03 ms [2021-10-07 11:59:23 main:581] : INFO : Epoch 2014 | loss: 0.031136 | val_loss: 0.0311557 | Time: 1498.32 ms [2021-10-07 11:59:25 main:581] : INFO : Epoch 2015 | loss: 0.0311351 | val_loss: 0.0311608 | Time: 1454.81 ms [2021-10-07 11:59:26 main:581] : INFO : Epoch 2016 | loss: 0.0311399 | val_loss: 0.0311527 | Time: 1464.27 ms [2021-10-07 11:59:28 main:581] : INFO : Epoch 2017 | loss: 0.0311385 | val_loss: 0.0311557 | Time: 1450.65 ms [2021-10-07 11:59:29 main:581] : INFO : Epoch 2018 | loss: 0.0311384 | val_loss: 0.0311578 | Time: 1447.16 ms [2021-10-07 11:59:30 main:581] : INFO : Epoch 2019 | loss: 0.0311378 | val_loss: 0.0311568 | Time: 1471.39 ms [2021-10-07 11:59:32 main:581] : INFO : Epoch 2020 | loss: 0.0311353 | val_loss: 0.0311556 | Time: 1450.9 ms [2021-10-07 11:59:33 main:581] : INFO : Epoch 2021 | loss: 0.031135 | val_loss: 0.0311646 | Time: 1452.31 ms [2021-10-07 11:59:35 main:581] : INFO : Epoch 2022 | loss: 0.0311388 | val_loss: 0.0311591 | Time: 1501.66 ms [2021-10-07 11:59:36 main:581] : INFO : Epoch 2023 | loss: 0.0311403 | val_loss: 0.0311582 | Time: 1467.72 ms [2021-10-07 11:59:38 main:581] : INFO : Epoch 2024 | loss: 0.0311385 | val_loss: 0.0311572 | Time: 1440.68 ms [2021-10-07 11:59:39 main:581] : INFO : Epoch 2025 | loss: 0.0311396 | val_loss: 0.0311551 | Time: 1464.01 ms [2021-10-07 11:59:41 main:581] : INFO : Epoch 2026 | loss: 0.0311387 | val_loss: 0.0311597 | Time: 1468.88 ms [2021-10-07 11:59:42 main:581] : INFO : Epoch 2027 | loss: 0.0311368 | val_loss: 0.0311613 | Time: 1496.41 ms [2021-10-07 11:59:44 main:581] : INFO : Epoch 2028 | loss: 0.0311368 | val_loss: 0.0311638 | Time: 1463.18 ms [2021-10-07 11:59:45 main:581] : INFO : Epoch 2029 | loss: 0.0311369 | val_loss: 0.0311579 | Time: 1444.67 ms [2021-10-07 11:59:47 main:581] : INFO : Epoch 2030 | loss: 0.0311365 | val_loss: 0.0311582 | Time: 1456.81 ms [2021-10-07 11:59:48 main:581] : INFO : Epoch 2031 | loss: 0.0311367 | val_loss: 0.031157 | Time: 1450.56 ms [2021-10-07 11:59:49 main:581] : INFO : Epoch 2032 | loss: 0.031136 | val_loss: 0.0311549 | Time: 1444.87 ms [2021-10-07 11:59:51 main:581] : INFO : Epoch 2033 | loss: 0.0311352 | val_loss: 0.0311613 | Time: 1439.57 ms [2021-10-07 11:59:52 main:581] : INFO : Epoch 2034 | loss: 0.031136 | val_loss: 0.0311546 | Time: 1470.41 ms [2021-10-07 11:59:54 main:581] : INFO : Epoch 2035 | loss: 0.0311339 | val_loss: 0.0311575 | Time: 1457.3 ms [2021-10-07 11:59:55 main:581] : INFO : Epoch 2036 | loss: 0.031137 | val_loss: 0.0311563 | Time: 1466.85 ms [2021-10-07 11:59:57 main:581] : INFO : Epoch 2037 | loss: 0.0311355 | val_loss: 0.0311546 | Time: 1483.6 ms [2021-10-07 11:59:58 main:581] : INFO : Epoch 2038 | loss: 0.0311353 | val_loss: 0.0311554 | Time: 1466.05 ms [2021-10-07 12:00:00 main:581] : INFO : Epoch 2039 | loss: 0.0311351 | val_loss: 0.0311637 | Time: 1466.01 ms [2021-10-07 12:00:01 main:581] : INFO : Epoch 2040 | loss: 0.0311369 | val_loss: 0.0311598 | Time: 1491.37 ms [2021-10-07 12:00:03 main:581] : INFO : Epoch 2041 | loss: 0.0311357 | val_loss: 0.0311614 | Time: 1494.31 ms [2021-10-07 12:00:04 main:581] : INFO : Epoch 2042 | loss: 0.0311349 | val_loss: 0.0311535 | Time: 1440.43 ms [2021-10-07 12:00:06 main:581] : INFO : Epoch 2043 | loss: 0.031135 | val_loss: 0.0311574 | Time: 1434.91 ms [2021-10-07 12:00:07 main:581] : INFO : Epoch 2044 | loss: 0.031138 | val_loss: 0.0311591 | Time: 1397.98 ms [2021-10-07 12:00:08 main:581] : INFO : Epoch 2045 | loss: 0.031139 | val_loss: 0.0311585 | Time: 1441.32 ms [2021-10-07 12:00:10 main:581] : INFO : Epoch 2046 | loss: 0.0311444 | val_loss: 0.0311716 | Time: 1463.77 ms [2021-10-07 12:00:11 main:581] : INFO : Epoch 2047 | loss: 0.0311387 | val_loss: 0.0311554 | Time: 1460.97 ms [2021-10-07 12:00:13 main:581] : INFO : Epoch 2048 | loss: 0.0311372 | val_loss: 0.0311586 | Time: 1455.93 ms [2021-10-07 12:00:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311586 [2021-10-07 12:00:13 main:610] : INFO : Saving end state to config to file [2021-10-07 12:00:13 main:615] : INFO : Success, exiting.. 12:00:13 (2544212): 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)