Task 7499210
| Name | ParityModified-1631727541-3257-2_0 |
| Workunit | 5163574 |
| Created | 21 Sep 2021, 18:50:47 UTC |
| Sent | 27 Sep 2021, 8:55:03 UTC |
| Report deadline | 4 Oct 2021, 8:55:03 UTC |
| Received | 27 Sep 2021, 23:43:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 56 min 25 sec |
| CPU time | 55 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 1720.46 ms [2021-09-27 19:25:47 main:574] : INFO : Epoch 1543 | loss: 0.0311795 | val_loss: 0.0311743 | Time: 1615.16 ms [2021-09-27 19:25:49 main:574] : INFO : Epoch 1544 | loss: 0.0311756 | val_loss: 0.0311714 | Time: 1629.96 ms [2021-09-27 19:25:51 main:574] : INFO : Epoch 1545 | loss: 0.0311744 | val_loss: 0.0311748 | Time: 1625.71 ms [2021-09-27 19:25:52 main:574] : INFO : Epoch 1546 | loss: 0.0311751 | val_loss: 0.0311709 | Time: 1617.59 ms [2021-09-27 19:25:54 main:574] : INFO : Epoch 1547 | loss: 0.0311718 | val_loss: 0.0311701 | Time: 1616.73 ms [2021-09-27 19:25:56 main:574] : INFO : Epoch 1548 | loss: 0.0311699 | val_loss: 0.0311685 | Time: 1616.45 ms [2021-09-27 19:25:57 main:574] : INFO : Epoch 1549 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 1620.06 ms [2021-09-27 19:25:59 main:574] : INFO : Epoch 1550 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 1615.97 ms [2021-09-27 19:26:00 main:574] : INFO : Epoch 1551 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 1627.75 ms [2021-09-27 19:26:02 main:574] : INFO : Epoch 1552 | loss: 0.0311686 | val_loss: 0.0311703 | Time: 1605.97 ms [2021-09-27 19:26:04 main:574] : INFO : Epoch 1553 | loss: 0.0311682 | val_loss: 0.0311686 | Time: 1642.54 ms [2021-09-27 19:26:05 main:574] : INFO : Epoch 1554 | loss: 0.0311661 | val_loss: 0.0311665 | Time: 1631.33 ms [2021-09-27 19:26:07 main:574] : INFO : Epoch 1555 | loss: 0.0311652 | val_loss: 0.03117 | Time: 1602.03 ms [2021-09-27 19:26:09 main:574] : INFO : Epoch 1556 | loss: 0.0311648 | val_loss: 0.0311645 | Time: 1613.74 ms [2021-09-27 19:26:10 main:574] : INFO : Epoch 1557 | loss: 0.0311631 | val_loss: 0.0311635 | Time: 1622.15 ms [2021-09-27 19:26:12 main:574] : INFO : Epoch 1558 | loss: 0.0311619 | val_loss: 0.0311647 | Time: 1612.56 ms [2021-09-27 19:26:13 main:574] : INFO : Epoch 1559 | loss: 0.0311637 | val_loss: 0.0311634 | Time: 1620.62 ms [2021-09-27 19:26:15 main:574] : INFO : Epoch 1560 | loss: 0.0311638 | val_loss: 0.0311655 | Time: 1628.88 ms [2021-09-27 19:26:17 main:574] : INFO : Epoch 1561 | loss: 0.0311614 | val_loss: 0.031162 | Time: 1634.96 ms [2021-09-27 19:26:18 main:574] : INFO : Epoch 1562 | loss: 0.0311603 | val_loss: 0.0311623 | Time: 1619.46 ms [2021-09-27 19:26:20 main:574] : INFO : Epoch 1563 | loss: 0.0311592 | val_loss: 0.0311611 | Time: 1613.91 ms [2021-09-27 19:26:22 main:574] : INFO : Epoch 1564 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 1650.75 ms [2021-09-27 19:26:23 main:574] : INFO : Epoch 1565 | loss: 0.0311588 | val_loss: 0.0311634 | Time: 1634.62 ms [2021-09-27 19:26:25 main:574] : INFO : Epoch 1566 | loss: 0.0311595 | val_loss: 0.0311625 | Time: 1621.86 ms [2021-09-27 19:26:27 main:574] : INFO : Epoch 1567 | loss: 0.0311586 | val_loss: 0.0311625 | Time: 1618.91 ms [2021-09-27 19:26:28 main:574] : INFO : Epoch 1568 | loss: 0.0311587 | val_loss: 0.0311628 | Time: 1629.83 ms [2021-09-27 19:26:30 main:574] : INFO : Epoch 1569 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 1639.76 ms [2021-09-27 19:26:31 main:574] : INFO : Epoch 1570 | loss: 0.0311583 | val_loss: 0.0311616 | Time: 1599.48 ms [2021-09-27 19:26:33 main:574] : INFO : Epoch 1571 | loss: 0.0311558 | val_loss: 0.031164 | Time: 1632.83 ms [2021-09-27 19:26:35 main:574] : INFO : Epoch 1572 | loss: 0.0311547 | val_loss: 0.0311609 | Time: 1620.86 ms [2021-09-27 19:26:36 main:574] : INFO : Epoch 1573 | loss: 0.031155 | val_loss: 0.0311603 | Time: 1628.97 ms [2021-09-27 19:26:38 main:574] : INFO : Epoch 1574 | loss: 0.0311557 | val_loss: 0.0311586 | Time: 1616.52 ms [2021-09-27 19:26:40 main:574] : INFO : Epoch 1575 | loss: 0.0311553 | val_loss: 0.0311595 | Time: 1609.58 ms [2021-09-27 19:26:41 main:574] : INFO : Epoch 1576 | loss: 0.0311535 | val_loss: 0.0311576 | Time: 1642.8 ms [2021-09-27 19:26:43 main:574] : INFO : Epoch 1577 | loss: 0.0311549 | val_loss: 0.0311592 | Time: 1602.33 ms [2021-09-27 19:26:44 main:574] : INFO : Epoch 1578 | loss: 0.0311546 | val_loss: 0.0311583 | Time: 1616.89 ms [2021-09-27 19:26:46 main:574] : INFO : Epoch 1579 | loss: 0.0311527 | val_loss: 0.0311556 | Time: 1632.93 ms [2021-09-27 19:26:48 main:574] : INFO : Epoch 1580 | loss: 0.0311532 | val_loss: 0.0311553 | Time: 1625.74 ms [2021-09-27 19:26:49 main:574] : INFO : Epoch 1581 | loss: 0.0311549 | val_loss: 0.0311559 | Time: 1596 ms [2021-09-27 19:26:51 main:574] : INFO : Epoch 1582 | loss: 0.0311527 | val_loss: 0.0311612 | Time: 1587.57 ms [2021-09-27 19:26:53 main:574] : INFO : Epoch 1583 | loss: 0.031155 | val_loss: 0.0311614 | Time: 1604.94 ms [2021-09-27 19:26:54 main:574] : INFO : Epoch 1584 | loss: 0.0311569 | val_loss: 0.0311595 | Time: 1642.86 ms [2021-09-27 19:26:56 main:574] : INFO : Epoch 1585 | loss: 0.0311528 | val_loss: 0.0311633 | Time: 1631.6 ms [2021-09-27 19:26:57 main:574] : INFO : Epoch 1586 | loss: 0.0311514 | val_loss: 0.0311599 | Time: 1652.3 ms [2021-09-27 19:26:59 main:574] : INFO : Epoch 1587 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 1628.52 ms [2021-09-27 19:27:01 main:574] : INFO : Epoch 1588 | loss: 0.0311513 | val_loss: 0.0311606 | Time: 1619.11 ms [2021-09-27 19:27:02 main:574] : INFO : Epoch 1589 | loss: 0.0311501 | val_loss: 0.031157 | Time: 1630.76 ms [2021-09-27 19:27:04 main:574] : INFO : Epoch 1590 | loss: 0.0311497 | val_loss: 0.0311583 | Time: 1605.78 ms [2021-09-27 19:27:06 main:574] : INFO : Epoch 1591 | loss: 0.0311508 | val_loss: 0.0311575 | Time: 1641.06 ms [2021-09-27 19:27:07 main:574] : INFO : Epoch 1592 | loss: 0.031151 | val_loss: 0.0311617 | Time: 1616.19 ms [2021-09-27 19:27:09 main:574] : INFO : Epoch 1593 | loss: 0.0311523 | val_loss: 0.0311632 | Time: 1621.79 ms [2021-09-27 19:27:11 main:574] : INFO : Epoch 1594 | loss: 0.0311523 | val_loss: 0.0311584 | Time: 1618.15 ms [2021-09-27 19:27:12 main:574] : INFO : Epoch 1595 | loss: 0.0311489 | val_loss: 0.0311568 | Time: 1634.06 ms [2021-09-27 19:27:14 main:574] : INFO : Epoch 1596 | loss: 0.0311499 | val_loss: 0.0311596 | Time: 1626.51 ms [2021-09-27 19:27:15 main:574] : INFO : Epoch 1597 | loss: 0.0311492 | val_loss: 0.0311564 | Time: 1629.72 ms [2021-09-27 19:27:17 main:574] : INFO : Epoch 1598 | loss: 0.031149 | val_loss: 0.0311576 | Time: 1636.91 ms [2021-09-27 19:27:19 main:574] : INFO : Epoch 1599 | loss: 0.0311462 | val_loss: 0.0311567 | Time: 1616 ms [2021-09-27 19:27:20 main:574] : INFO : Epoch 1600 | loss: 0.0311474 | val_loss: 0.0311586 | Time: 1611.58 ms [2021-09-27 19:27:22 main:574] : INFO : Epoch 1601 | loss: 0.0311498 | val_loss: 0.0311568 | Time: 1626.07 ms [2021-09-27 19:27:24 main:574] : INFO : Epoch 1602 | loss: 0.0311475 | val_loss: 0.0311561 | Time: 1628.47 ms [2021-09-27 19:27:25 main:574] : INFO : Epoch 1603 | loss: 0.0311472 | val_loss: 0.0311573 | Time: 1601.38 ms [2021-09-27 19:27:27 main:574] : INFO : Epoch 1604 | loss: 0.0311452 | val_loss: 0.0311541 | Time: 1615.88 ms [2021-09-27 19:27:28 main:574] : INFO : Epoch 1605 | loss: 0.0311461 | val_loss: 0.0311551 | Time: 1655.18 ms [2021-09-27 19:27:30 main:574] : INFO : Epoch 1606 | loss: 0.0311457 | val_loss: 0.0311535 | Time: 1628.73 ms [2021-09-27 19:27:32 main:574] : INFO : Epoch 1607 | loss: 0.0311445 | val_loss: 0.0311546 | Time: 1633.07 ms [2021-09-27 19:27:33 main:574] : INFO : Epoch 1608 | loss: 0.0311436 | val_loss: 0.0311536 | Time: 1636.49 ms [2021-09-27 19:27:35 main:574] : INFO : Epoch 1609 | loss: 0.0311443 | val_loss: 0.0311542 | Time: 1639.02 ms [2021-09-27 19:27:37 main:574] : INFO : Epoch 1610 | loss: 0.0311442 | val_loss: 0.0311552 | Time: 1643.06 ms [2021-09-27 19:27:38 main:574] : INFO : Epoch 1611 | loss: 0.0311457 | val_loss: 0.0311595 | Time: 1623.73 ms [2021-09-27 19:27:40 main:574] : INFO : Epoch 1612 | loss: 0.0311454 | val_loss: 0.0311531 | Time: 1606.24 ms [2021-09-27 19:27:42 main:574] : INFO : Epoch 1613 | loss: 0.0311674 | val_loss: 0.0311828 | Time: 1596.32 ms [2021-09-27 19:27:43 main:574] : INFO : Epoch 1614 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 1620.55 ms [2021-09-27 19:27:45 main:574] : INFO : Epoch 1615 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 1637.45 ms [2021-09-27 19:27:46 main:574] : INFO : Epoch 1616 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 1624.13 ms [2021-09-27 19:27:48 main:574] : INFO : Epoch 1617 | loss: 0.0311751 | val_loss: 0.0311746 | Time: 1609.35 ms [2021-09-27 19:27:50 main:574] : INFO : Epoch 1618 | loss: 0.0311748 | val_loss: 0.0311735 | Time: 1622.78 ms [2021-09-27 19:27:51 main:574] : INFO : Epoch 1619 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 1641.11 ms [2021-09-27 19:27:53 main:574] : INFO : Epoch 1620 | loss: 0.0311724 | val_loss: 0.0311714 | Time: 1615.11 ms [2021-09-27 19:27:55 main:574] : INFO : Epoch 1621 | loss: 0.0311711 | val_loss: 0.0311842 | Time: 1608.41 ms [2021-09-27 19:27:56 main:574] : INFO : Epoch 1622 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1637.67 ms [2021-09-27 19:27:58 main:574] : INFO : Epoch 1623 | loss: 0.0311728 | val_loss: 0.0311707 | Time: 1601.07 ms [2021-09-27 19:27:59 main:574] : INFO : Epoch 1624 | loss: 0.0311699 | val_loss: 0.0311701 | Time: 1598.55 ms [2021-09-27 19:28:01 main:574] : INFO : Epoch 1625 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 1605.79 ms [2021-09-27 19:28:03 main:574] : INFO : Epoch 1626 | loss: 0.031171 | val_loss: 0.0311771 | Time: 1636.72 ms [2021-09-27 19:28:04 main:574] : INFO : Epoch 1627 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 1615.44 ms [2021-09-27 19:28:06 main:574] : INFO : Epoch 1628 | loss: 0.0311708 | val_loss: 0.0311697 | Time: 1620.87 ms [2021-09-27 19:28:08 main:574] : INFO : Epoch 1629 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 1614.81 ms [2021-09-27 19:28:09 main:574] : INFO : Epoch 1630 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 1620.66 ms [2021-09-27 19:28:11 main:574] : INFO : Epoch 1631 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 1595.48 ms [2021-09-27 19:28:12 main:574] : INFO : Epoch 1632 | loss: 0.0311679 | val_loss: 0.0311691 | Time: 1580.3 ms [2021-09-27 19:28:14 main:574] : INFO : Epoch 1633 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 1624.37 ms [2021-09-27 19:28:16 main:574] : INFO : Epoch 1634 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 1616.86 ms [2021-09-27 19:28:17 main:574] : INFO : Epoch 1635 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 1604.75 ms [2021-09-27 19:28:19 main:574] : INFO : Epoch 1636 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 1617.06 ms [2021-09-27 19:28:20 main:574] : INFO : Epoch 1637 | loss: 0.0311643 | val_loss: 0.0311808 | Time: 1620.39 ms [2021-09-27 19:28:22 main:574] : INFO : Epoch 1638 | loss: 0.0311675 | val_loss: 0.031169 | Time: 1612.27 ms [2021-09-27 19:28:24 main:574] : INFO : Epoch 1639 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1592.4 ms [2021-09-27 19:28:25 main:574] : INFO : Epoch 1640 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 1613.5 ms [2021-09-27 19:28:27 main:574] : INFO : Epoch 1641 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 1640.11 ms [2021-09-27 19:28:29 main:574] : INFO : Epoch 1642 | loss: 0.031165 | val_loss: 0.0311745 | Time: 1623.9 ms [2021-09-27 19:28:30 main:574] : INFO : Epoch 1643 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1616.98 ms [2021-09-27 19:28:32 main:574] : INFO : Epoch 1644 | loss: 0.031164 | val_loss: 0.0311682 | Time: 1607.14 ms [2021-09-27 19:28:33 main:574] : INFO : Epoch 1645 | loss: 0.0311615 | val_loss: 0.0311698 | Time: 1642.16 ms [2021-09-27 19:28:35 main:574] : INFO : Epoch 1646 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 1613.69 ms [2021-09-27 19:28:37 main:574] : INFO : Epoch 1647 | loss: 0.0311607 | val_loss: 0.0311669 | Time: 1626.47 ms [2021-09-27 19:28:38 main:574] : INFO : Epoch 1648 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 1609.64 ms [2021-09-27 19:28:40 main:574] : INFO : Epoch 1649 | loss: 0.0311599 | val_loss: 0.0311696 | Time: 1645.41 ms [2021-09-27 19:28:42 main:574] : INFO : Epoch 1650 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 1612.58 ms [2021-09-27 19:28:43 main:574] : INFO : Epoch 1651 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 1612.06 ms [2021-09-27 19:28:45 main:574] : INFO : Epoch 1652 | loss: 0.0311621 | val_loss: 0.0311687 | Time: 1613.55 ms [2021-09-27 19:28:46 main:574] : INFO : Epoch 1653 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 1594.37 ms [2021-09-27 19:28:48 main:574] : INFO : Epoch 1654 | loss: 0.0311617 | val_loss: 0.031171 | Time: 1600.34 ms [2021-09-27 19:28:50 main:574] : INFO : Epoch 1655 | loss: 0.0311584 | val_loss: 0.0311697 | Time: 1601.73 ms [2021-09-27 19:28:51 main:574] : INFO : Epoch 1656 | loss: 0.0311601 | val_loss: 0.0311673 | Time: 1625.48 ms [2021-09-27 19:28:53 main:574] : INFO : Epoch 1657 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 1637.5 ms [2021-09-27 19:28:55 main:574] : INFO : Epoch 1658 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 1626.59 ms [2021-09-27 19:28:56 main:574] : INFO : Epoch 1659 | loss: 0.0311624 | val_loss: 0.0311692 | Time: 1598.08 ms [2021-09-27 19:28:58 main:574] : INFO : Epoch 1660 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 1602.05 ms [2021-09-27 19:28:59 main:574] : INFO : Epoch 1661 | loss: 0.0311587 | val_loss: 0.0311669 | Time: 1614.86 ms [2021-09-27 19:29:01 main:574] : INFO : Epoch 1662 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 1612.06 ms [2021-09-27 19:29:03 main:574] : INFO : Epoch 1663 | loss: 0.031157 | val_loss: 0.0311674 | Time: 1634.9 ms [2021-09-27 19:29:04 main:574] : INFO : Epoch 1664 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 1637.79 ms [2021-09-27 19:29:06 main:574] : INFO : Epoch 1665 | loss: 0.0311571 | val_loss: 0.0311671 | Time: 1628.8 ms [2021-09-27 19:29:08 main:574] : INFO : Epoch 1666 | loss: 0.031157 | val_loss: 0.0311768 | Time: 1601.47 ms [2021-09-27 19:29:09 main:574] : INFO : Epoch 1667 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 1620.19 ms [2021-09-27 19:29:11 main:574] : INFO : Epoch 1668 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 1652.77 ms [2021-09-27 19:29:12 main:574] : INFO : Epoch 1669 | loss: 0.0311546 | val_loss: 0.0311711 | Time: 1606.67 ms [2021-09-27 19:29:14 main:574] : INFO : Epoch 1670 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 1597.89 ms [2021-09-27 19:29:16 main:574] : INFO : Epoch 1671 | loss: 0.0311554 | val_loss: 0.0311697 | Time: 1609.55 ms [2021-09-27 19:29:17 main:574] : INFO : Epoch 1672 | loss: 0.0311549 | val_loss: 0.031174 | Time: 1632.74 ms [2021-09-27 19:29:19 main:574] : INFO : Epoch 1673 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 1627.71 ms [2021-09-27 19:29:21 main:574] : INFO : Epoch 1674 | loss: 0.0311541 | val_loss: 0.0311671 | Time: 1641.67 ms [2021-09-27 19:29:22 main:574] : INFO : Epoch 1675 | loss: 0.0311539 | val_loss: 0.0311691 | Time: 1625.78 ms [2021-09-27 19:29:24 main:574] : INFO : Epoch 1676 | loss: 0.031155 | val_loss: 0.0311685 | Time: 1760.53 ms [2021-09-27 19:29:26 main:574] : INFO : Epoch 1677 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 1807.68 ms [2021-09-27 19:29:27 main:574] : INFO : Epoch 1678 | loss: 0.0311529 | val_loss: 0.0311709 | Time: 1655.47 ms [2021-09-27 19:29:29 main:574] : INFO : Epoch 1679 | loss: 0.0311536 | val_loss: 0.0311676 | Time: 1621.56 ms [2021-09-27 19:29:31 main:574] : INFO : Epoch 1680 | loss: 0.0311538 | val_loss: 0.0311694 | Time: 1611.91 ms [2021-09-27 19:29:32 main:574] : INFO : Epoch 1681 | loss: 0.0311526 | val_loss: 0.0311685 | Time: 1629.87 ms [2021-09-27 19:29:34 main:574] : INFO : Epoch 1682 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 1626.11 ms [2021-09-27 19:29:36 main:574] : INFO : Epoch 1683 | loss: 0.0311527 | val_loss: 0.0311684 | Time: 1651.12 ms [2021-09-27 19:29:37 main:574] : INFO : Epoch 1684 | loss: 0.0311527 | val_loss: 0.0311679 | Time: 1631.6 ms [2021-09-27 19:29:39 main:574] : INFO : Epoch 1685 | loss: 0.0311519 | val_loss: 0.0311674 | Time: 1663.84 ms [2021-09-27 19:29:41 main:574] : INFO : Epoch 1686 | loss: 0.0311521 | val_loss: 0.0311689 | Time: 1622.84 ms [2021-09-27 19:29:42 main:574] : INFO : Epoch 1687 | loss: 0.0311515 | val_loss: 0.0311677 | Time: 1634.57 ms [2021-09-27 19:29:44 main:574] : INFO : Epoch 1688 | loss: 0.0311524 | val_loss: 0.0311715 | Time: 1619.98 ms [2021-09-27 19:29:45 main:574] : INFO : Epoch 1689 | loss: 0.0311563 | val_loss: 0.0311751 | Time: 1622.19 ms [2021-09-27 19:29:47 main:574] : INFO : Epoch 1690 | loss: 0.0311585 | val_loss: 0.0311739 | Time: 1639.17 ms [2021-09-27 19:29:49 main:574] : INFO : Epoch 1691 | loss: 0.0311567 | val_loss: 0.0311727 | Time: 1627.96 ms [2021-09-27 19:29:50 main:574] : INFO : Epoch 1692 | loss: 0.0311565 | val_loss: 0.0311722 | Time: 1626.39 ms [2021-09-27 19:29:52 main:574] : INFO : Epoch 1693 | loss: 0.0311536 | val_loss: 0.031169 | Time: 1625.02 ms [2021-09-27 19:29:54 main:574] : INFO : Epoch 1694 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 1631.85 ms [2021-09-27 19:29:55 main:574] : INFO : Epoch 1695 | loss: 0.0311511 | val_loss: 0.0311707 | Time: 1638.06 ms [2021-09-27 19:29:57 main:574] : INFO : Epoch 1696 | loss: 0.0311505 | val_loss: 0.0311698 | Time: 1638.15 ms [2021-09-27 19:29:59 main:574] : INFO : Epoch 1697 | loss: 0.0311496 | val_loss: 0.0311695 | Time: 1621.89 ms [2021-09-27 19:30:00 main:574] : INFO : Epoch 1698 | loss: 0.0311495 | val_loss: 0.0311705 | Time: 1622.48 ms [2021-09-27 19:30:02 main:574] : INFO : Epoch 1699 | loss: 0.0311497 | val_loss: 0.0311745 | Time: 1621.57 ms [2021-09-27 19:30:03 main:574] : INFO : Epoch 1700 | loss: 0.03115 | val_loss: 0.0311695 | Time: 1635.91 ms [2021-09-27 19:30:05 main:574] : INFO : Epoch 1701 | loss: 0.0311491 | val_loss: 0.0311686 | Time: 1633.83 ms [2021-09-27 19:30:07 main:574] : INFO : Epoch 1702 | loss: 0.0311499 | val_loss: 0.0311729 | Time: 1646.95 ms [2021-09-27 19:30:08 main:574] : INFO : Epoch 1703 | loss: 0.0311505 | val_loss: 0.0311719 | Time: 1613.47 ms [2021-09-27 19:30:10 main:574] : INFO : Epoch 1704 | loss: 0.0311484 | val_loss: 0.0311702 | Time: 1613.78 ms [2021-09-27 19:30:12 main:574] : INFO : Epoch 1705 | loss: 0.0311492 | val_loss: 0.0311731 | Time: 1639.9 ms [2021-09-27 19:30:13 main:574] : INFO : Epoch 1706 | loss: 0.0311516 | val_loss: 0.031171 | Time: 1656.07 ms [2021-09-27 19:30:15 main:574] : INFO : Epoch 1707 | loss: 0.03115 | val_loss: 0.0311691 | Time: 1624.66 ms [2021-09-27 19:30:17 main:574] : INFO : Epoch 1708 | loss: 0.0311497 | val_loss: 0.0311708 | Time: 1626.67 ms [2021-09-27 19:30:18 main:574] : INFO : Epoch 1709 | loss: 0.031148 | val_loss: 0.0311725 | Time: 1634.13 ms [2021-09-27 19:30:20 main:574] : INFO : Epoch 1710 | loss: 0.0311504 | val_loss: 0.0311708 | Time: 1631.95 ms [2021-09-27 19:30:21 main:574] : INFO : Epoch 1711 | loss: 0.0311519 | val_loss: 0.0311718 | Time: 1633.99 ms [2021-09-27 19:30:23 main:574] : INFO : Epoch 1712 | loss: 0.0311571 | val_loss: 0.0311887 | Time: 1655.69 ms [2021-09-27 19:30:25 main:574] : INFO : Epoch 1713 | loss: 0.0311543 | val_loss: 0.0311727 | Time: 1778.1 ms [2021-09-27 19:30:27 main:574] : INFO : Epoch 1714 | loss: 0.031148 | val_loss: 0.0311722 | Time: 1754.65 ms [2021-09-27 19:30:28 main:574] : INFO : Epoch 1715 | loss: 0.031149 | val_loss: 0.0311738 | Time: 1639.66 ms [2021-09-27 19:30:30 main:574] : INFO : Epoch 1716 | loss: 0.0311495 | val_loss: 0.0311704 | Time: 1608.98 ms [2021-09-27 19:30:32 main:574] : INFO : Epoch 1717 | loss: 0.0311476 | val_loss: 0.0311737 | Time: 1614.11 ms [2021-09-27 19:30:33 main:574] : INFO : Epoch 1718 | loss: 0.031149 | val_loss: 0.0311707 | Time: 1666.44 ms [2021-09-27 19:30:35 main:574] : INFO : Epoch 1719 | loss: 0.0311477 | val_loss: 0.0311702 | Time: 1634.73 ms [2021-09-27 19:30:37 main:574] : INFO : Epoch 1720 | loss: 0.0311489 | val_loss: 0.0311756 | Time: 1607.99 ms [2021-09-27 19:30:38 main:574] : INFO : Epoch 1721 | loss: 0.0311491 | val_loss: 0.0311701 | Time: 1638.76 ms [2021-09-27 19:30:40 main:574] : INFO : Epoch 1722 | loss: 0.0311483 | val_loss: 0.0311728 | Time: 1632.73 ms [2021-09-27 19:30:41 main:574] : INFO : Epoch 1723 | loss: 0.0311476 | val_loss: 0.0311723 | Time: 1623.28 ms [2021-09-27 19:30:43 main:574] : INFO : Epoch 1724 | loss: 0.0311487 | val_loss: 0.0311708 | Time: 1623.62 ms [2021-09-27 19:30:45 main:574] : INFO : Epoch 1725 | loss: 0.0311486 | val_loss: 0.0311706 | Time: 1613.51 ms [2021-09-27 19:30:46 main:574] : INFO : Epoch 1726 | loss: 0.0311476 | val_loss: 0.0311711 | Time: 1604.35 ms [2021-09-27 19:30:48 main:574] : INFO : Epoch 1727 | loss: 0.0311483 | val_loss: 0.0311711 | Time: 1600.65 ms [2021-09-27 19:30:50 main:574] : INFO : Epoch 1728 | loss: 0.0311504 | val_loss: 0.0311705 | Time: 1638.43 ms [2021-09-27 19:30:51 main:574] : INFO : Epoch 1729 | loss: 0.0311518 | val_loss: 0.0311722 | Time: 1651.7 ms [2021-09-27 19:30:53 main:574] : INFO : Epoch 1730 | loss: 0.0311495 | val_loss: 0.0311685 | Time: 1705 ms [2021-09-27 19:30:55 main:574] : INFO : Epoch 1731 | loss: 0.0311478 | val_loss: 0.031171 | Time: 1590.4 ms [2021-09-27 19:30:56 main:574] : INFO : Epoch 1732 | loss: 0.0311469 | val_loss: 0.0311747 | Time: 1630.32 ms [2021-09-27 19:30:58 main:574] : INFO : Epoch 1733 | loss: 0.0311507 | val_loss: 0.0311736 | Time: 1595.05 ms [2021-09-27 19:30:59 main:574] : INFO : Epoch 1734 | loss: 0.0311475 | val_loss: 0.0311688 | Time: 1612.76 ms [2021-09-27 19:31:01 main:574] : INFO : Epoch 1735 | loss: 0.0311476 | val_loss: 0.0311694 | Time: 1632.13 ms [2021-09-27 19:31:03 main:574] : INFO : Epoch 1736 | loss: 0.0311471 | val_loss: 0.0311718 | Time: 1633.02 ms [2021-09-27 19:31:04 main:574] : INFO : Epoch 1737 | loss: 0.0311477 | val_loss: 0.0311692 | Time: 1594.01 ms [2021-09-27 19:31:06 main:574] : INFO : Epoch 1738 | loss: 0.0311463 | val_loss: 0.0311766 | Time: 1618.35 ms [2021-09-27 19:31:08 main:574] : INFO : Epoch 1739 | loss: 0.0311467 | val_loss: 0.0311705 | Time: 1628.83 ms [2021-09-27 19:31:09 main:574] : INFO : Epoch 1740 | loss: 0.0311469 | val_loss: 0.0311709 | Time: 1621.64 ms [2021-09-27 19:31:11 main:574] : INFO : Epoch 1741 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 1620.73 ms [2021-09-27 19:31:12 main:574] : INFO : Epoch 1742 | loss: 0.0311486 | val_loss: 0.0311712 | Time: 1603.93 ms [2021-09-27 19:31:14 main:574] : INFO : Epoch 1743 | loss: 0.031152 | val_loss: 0.0311754 | Time: 1641.75 ms [2021-09-27 19:31:16 main:574] : INFO : Epoch 1744 | loss: 0.0311524 | val_loss: 0.0311786 | Time: 1643.79 ms [2021-09-27 19:31:17 main:574] : INFO : Epoch 1745 | loss: 0.031147 | val_loss: 0.0311687 | Time: 1658.09 ms [2021-09-27 19:31:19 main:574] : INFO : Epoch 1746 | loss: 0.0311446 | val_loss: 0.0311701 | Time: 1589.57 ms [2021-09-27 19:31:21 main:574] : INFO : Epoch 1747 | loss: 0.0311455 | val_loss: 0.0311711 | Time: 1621.66 ms [2021-09-27 19:31:23 main:574] : INFO : Epoch 1748 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 1612.01 ms [2021-09-27 19:31:25 main:574] : INFO : Epoch 1749 | loss: 0.0311462 | val_loss: 0.0311699 | Time: 1626.87 ms [2021-09-27 19:31:26 main:574] : INFO : Epoch 1750 | loss: 0.0311455 | val_loss: 0.031171 | Time: 1652.59 ms [2021-09-27 19:31:28 main:574] : INFO : Epoch 1751 | loss: 0.031145 | val_loss: 0.0311714 | Time: 1652.65 ms [2021-09-27 19:31:30 main:574] : INFO : Epoch 1752 | loss: 0.0311435 | val_loss: 0.0311699 | Time: 1648.42 ms [2021-09-27 19:31:32 main:574] : INFO : Epoch 1753 | loss: 0.0311444 | val_loss: 0.0311719 | Time: 1645.58 ms [2021-09-27 19:31:33 main:574] : INFO : Epoch 1754 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 1626.12 ms [2021-09-27 19:31:35 main:574] : INFO : Epoch 1755 | loss: 0.0311439 | val_loss: 0.031168 | Time: 1621 ms [2021-09-27 19:31:37 main:574] : INFO : Epoch 1756 | loss: 0.0311451 | val_loss: 0.0311733 | Time: 1626.25 ms [2021-09-27 19:31:38 main:574] : INFO : Epoch 1757 | loss: 0.031148 | val_loss: 0.031172 | Time: 1621.5 ms [2021-09-27 19:31:40 main:574] : INFO : Epoch 1758 | loss: 0.0311461 | val_loss: 0.0311709 | Time: 1635.1 ms [2021-09-27 19:31:41 main:574] : INFO : Epoch 1759 | loss: 0.0311454 | val_loss: 0.031171 | Time: 1611.21 ms [2021-09-27 19:31:43 main:574] : INFO : Epoch 1760 | loss: 0.0311486 | val_loss: 0.0311677 | Time: 1599.66 ms [2021-09-27 19:31:45 main:574] : INFO : Epoch 1761 | loss: 0.0311455 | val_loss: 0.0311698 | Time: 1624.23 ms [2021-09-27 19:31:46 main:574] : INFO : Epoch 1762 | loss: 0.0311458 | val_loss: 0.0311705 | Time: 1580.05 ms [2021-09-27 19:31:48 main:574] : INFO : Epoch 1763 | loss: 0.0311493 | val_loss: 0.0311736 | Time: 1622.01 ms [2021-09-27 19:31:50 main:574] : INFO : Epoch 1764 | loss: 0.0311545 | val_loss: 0.0311714 | Time: 1600.91 ms [2021-09-27 19:31:51 main:574] : INFO : Epoch 1765 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 1620.03 ms [2021-09-27 19:31:53 main:574] : INFO : Epoch 1766 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 1629.98 ms [2021-09-27 19:31:54 main:574] : INFO : Epoch 1767 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 1624.02 ms [2021-09-27 19:31:56 main:574] : INFO : Epoch 1768 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 1590.77 ms [2021-09-27 19:31:58 main:574] : INFO : Epoch 1769 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 1627.81 ms [2021-09-27 19:31:59 main:574] : INFO : Epoch 1770 | loss: 0.031152 | val_loss: 0.0311674 | Time: 1589.69 ms [2021-09-27 19:32:01 main:574] : INFO : Epoch 1771 | loss: 0.031151 | val_loss: 0.0311665 | Time: 1637.54 ms [2021-09-27 19:32:03 main:574] : INFO : Epoch 1772 | loss: 0.0311495 | val_loss: 0.0311686 | Time: 1623.19 ms [2021-09-27 19:32:04 main:574] : INFO : Epoch 1773 | loss: 0.0311527 | val_loss: 0.0311679 | Time: 1602.52 ms [2021-09-27 19:32:06 main:574] : INFO : Epoch 1774 | loss: 0.0311547 | val_loss: 0.0311783 | Time: 1624.39 ms [2021-09-27 19:32:07 main:574] : INFO : Epoch 1775 | loss: 0.0311523 | val_loss: 0.0311714 | Time: 1645.91 ms [2021-09-27 19:32:09 main:574] : INFO : Epoch 1776 | loss: 0.0311504 | val_loss: 0.031168 | Time: 1620.44 ms [2021-09-27 19:32:11 main:574] : INFO : Epoch 1777 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 1606.06 ms [2021-09-27 19:32:12 main:574] : INFO : Epoch 1778 | loss: 0.0311521 | val_loss: 0.0311727 | Time: 1637.58 ms [2021-09-27 19:32:14 main:574] : INFO : Epoch 1779 | loss: 0.031148 | val_loss: 0.0311679 | Time: 1611.82 ms [2021-09-27 19:32:16 main:574] : INFO : Epoch 1780 | loss: 0.0311477 | val_loss: 0.031168 | Time: 1603.68 ms [2021-09-27 19:32:17 main:574] : INFO : Epoch 1781 | loss: 0.0311464 | val_loss: 0.031171 | Time: 1619.17 ms [2021-09-27 19:32:19 main:574] : INFO : Epoch 1782 | loss: 0.0311472 | val_loss: 0.0311691 | Time: 1620.24 ms [2021-09-27 19:32:20 main:574] : INFO : Epoch 1783 | loss: 0.0311514 | val_loss: 0.0311712 | Time: 1620.92 ms [2021-09-27 19:32:22 main:574] : INFO : Epoch 1784 | loss: 0.0311501 | val_loss: 0.031173 | Time: 1616.12 ms [2021-09-27 19:32:24 main:574] : INFO : Epoch 1785 | loss: 0.0311468 | val_loss: 0.0311744 | Time: 1612.7 ms [2021-09-27 19:32:25 main:574] : INFO : Epoch 1786 | loss: 0.0311472 | val_loss: 0.0311748 | Time: 1648.96 ms [2021-09-27 19:32:27 main:574] : INFO : Epoch 1787 | loss: 0.0311468 | val_loss: 0.0311671 | Time: 1612.85 ms [2021-09-27 19:32:29 main:574] : INFO : Epoch 1788 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 1594.24 ms [2021-09-27 19:32:30 main:574] : INFO : Epoch 1789 | loss: 0.0311455 | val_loss: 0.0311669 | Time: 1606.09 ms [2021-09-27 19:32:32 main:574] : INFO : Epoch 1790 | loss: 0.0311452 | val_loss: 0.0311678 | Time: 1616.87 ms [2021-09-27 19:32:33 main:574] : INFO : Epoch 1791 | loss: 0.0311441 | val_loss: 0.0311688 | Time: 1638.26 ms [2021-09-27 19:32:35 main:574] : INFO : Epoch 1792 | loss: 0.0311451 | val_loss: 0.0311682 | Time: 1614.08 ms [2021-09-27 19:32:37 main:574] : INFO : Epoch 1793 | loss: 0.0311462 | val_loss: 0.0311692 | Time: 1609.23 ms [2021-09-27 19:32:38 main:574] : INFO : Epoch 1794 | loss: 0.0311444 | val_loss: 0.0311682 | Time: 1611.82 ms [2021-09-27 19:32:40 main:574] : INFO : Epoch 1795 | loss: 0.031145 | val_loss: 0.0311665 | Time: 1615.36 ms [2021-09-27 19:32:42 main:574] : INFO : Epoch 1796 | loss: 0.0311471 | val_loss: 0.0311761 | Time: 1641.35 ms [2021-09-27 19:32:43 main:574] : INFO : Epoch 1797 | loss: 0.0311512 | val_loss: 0.0311696 | Time: 1618.31 ms [2021-09-27 19:32:45 main:574] : INFO : Epoch 1798 | loss: 0.0311447 | val_loss: 0.0311669 | Time: 1626.59 ms [2021-09-27 19:32:46 main:574] : INFO : Epoch 1799 | loss: 0.0311428 | val_loss: 0.0311666 | Time: 1605.67 ms [2021-09-27 19:32:48 main:574] : INFO : Epoch 1800 | loss: 0.0311426 | val_loss: 0.0311674 | Time: 1626.26 ms [2021-09-27 19:32:50 main:574] : INFO : Epoch 1801 | loss: 0.0311425 | val_loss: 0.0311723 | Time: 1613.14 ms [2021-09-27 19:32:51 main:574] : INFO : Epoch 1802 | loss: 0.0311497 | val_loss: 0.0311688 | Time: 1624.51 ms [2021-09-27 19:32:53 main:574] : INFO : Epoch 1803 | loss: 0.031145 | val_loss: 0.0311665 | Time: 1619.03 ms [2021-09-27 19:32:55 main:574] : INFO : Epoch 1804 | loss: 0.0311421 | val_loss: 0.031169 | Time: 1631.02 ms [2021-09-27 19:32:56 main:574] : INFO : Epoch 1805 | loss: 0.0311413 | val_loss: 0.0311672 | Time: 1616.64 ms [2021-09-27 19:32:58 main:574] : INFO : Epoch 1806 | loss: 0.0311404 | val_loss: 0.0311671 | Time: 1625.02 ms [2021-09-27 19:32:59 main:574] : INFO : Epoch 1807 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 1623.89 ms [2021-09-27 19:33:01 main:574] : INFO : Epoch 1808 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 1597.49 ms [2021-09-27 19:33:03 main:574] : INFO : Epoch 1809 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 1605.8 ms [2021-09-27 19:33:04 main:574] : INFO : Epoch 1810 | loss: 0.031153 | val_loss: 0.0311739 | Time: 1621.39 ms [2021-09-27 19:33:06 main:574] : INFO : Epoch 1811 | loss: 0.0311517 | val_loss: 0.031167 | Time: 1582.94 ms [2021-09-27 19:33:07 main:574] : INFO : Epoch 1812 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 1602.71 ms [2021-09-27 19:33:09 main:574] : INFO : Epoch 1813 | loss: 0.0311473 | val_loss: 0.0311685 | Time: 1603.75 ms [2021-09-27 19:33:11 main:574] : INFO : Epoch 1814 | loss: 0.0311463 | val_loss: 0.0311695 | Time: 1626.8 ms [2021-09-27 19:33:12 main:574] : INFO : Epoch 1815 | loss: 0.0311465 | val_loss: 0.0311703 | Time: 1639.89 ms [2021-09-27 19:33:14 main:574] : INFO : Epoch 1816 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 1636.2 ms [2021-09-27 19:33:16 main:574] : INFO : Epoch 1817 | loss: 0.0311465 | val_loss: 0.0311704 | Time: 1622.78 ms [2021-09-27 19:33:17 main:574] : INFO : Epoch 1818 | loss: 0.0311466 | val_loss: 0.0311697 | Time: 1606.51 ms [2021-09-27 19:33:19 main:574] : INFO : Epoch 1819 | loss: 0.0311458 | val_loss: 0.0311721 | Time: 1628.1 ms [2021-09-27 19:33:21 main:574] : INFO : Epoch 1820 | loss: 0.0311434 | val_loss: 0.0311659 | Time: 1659.72 ms [2021-09-27 19:33:22 main:574] : INFO : Epoch 1821 | loss: 0.0311442 | val_loss: 0.0311685 | Time: 1623.98 ms [2021-09-27 19:33:24 main:574] : INFO : Epoch 1822 | loss: 0.0311428 | val_loss: 0.0311658 | Time: 1622.14 ms [2021-09-27 19:33:25 main:574] : INFO : Epoch 1823 | loss: 0.0311429 | val_loss: 0.0311689 | Time: 1598.19 ms [2021-09-27 19:33:27 main:574] : INFO : Epoch 1824 | loss: 0.0311462 | val_loss: 0.0311675 | Time: 1627.13 ms [2021-09-27 19:33:29 main:574] : INFO : Epoch 1825 | loss: 0.0311439 | val_loss: 0.0311644 | Time: 1633.78 ms [2021-09-27 19:33:30 main:574] : INFO : Epoch 1826 | loss: 0.0311435 | val_loss: 0.0311672 | Time: 1584.22 ms [2021-09-27 19:33:32 main:574] : INFO : Epoch 1827 | loss: 0.0311431 | val_loss: 0.0311667 | Time: 1598.6 ms [2021-09-27 19:33:34 main:574] : INFO : Epoch 1828 | loss: 0.0311435 | val_loss: 0.0311656 | Time: 1624.72 ms [2021-09-27 19:33:35 main:574] : INFO : Epoch 1829 | loss: 0.0311488 | val_loss: 0.0311761 | Time: 1611.47 ms [2021-09-27 19:33:37 main:574] : INFO : Epoch 1830 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 1602.64 ms [2021-09-27 19:33:38 main:574] : INFO : Epoch 1831 | loss: 0.0311464 | val_loss: 0.0311649 | Time: 1612.83 ms [2021-09-27 19:33:40 main:574] : INFO : Epoch 1832 | loss: 0.031144 | val_loss: 0.0311658 | Time: 1626.2 ms [2021-09-27 19:33:42 main:574] : INFO : Epoch 1833 | loss: 0.0311439 | val_loss: 0.0311714 | Time: 1606.88 ms [2021-09-27 19:33:43 main:574] : INFO : Epoch 1834 | loss: 0.0311482 | val_loss: 0.0311649 | Time: 1633.38 ms [2021-09-27 19:33:45 main:574] : INFO : Epoch 1835 | loss: 0.0311549 | val_loss: 0.0311683 | Time: 1639.22 ms [2021-09-27 19:33:47 main:574] : INFO : Epoch 1836 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 1658.12 ms [2021-09-27 19:33:48 main:574] : INFO : Epoch 1837 | loss: 0.0311482 | val_loss: 0.0311616 | Time: 1624.28 ms [2021-09-27 19:33:50 main:574] : INFO : Epoch 1838 | loss: 0.0311461 | val_loss: 0.0311614 | Time: 1623.47 ms [2021-09-27 19:33:51 main:574] : INFO : Epoch 1839 | loss: 0.0311475 | val_loss: 0.0311627 | Time: 1601.66 ms [2021-09-27 19:33:53 main:574] : INFO : Epoch 1840 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 1619.88 ms [2021-09-27 19:33:55 main:574] : INFO : Epoch 1841 | loss: 0.031145 | val_loss: 0.0311621 | Time: 1618.59 ms [2021-09-27 19:33:56 main:574] : INFO : Epoch 1842 | loss: 0.0311454 | val_loss: 0.0311646 | Time: 1624.58 ms [2021-09-27 19:33:58 main:574] : INFO : Epoch 1843 | loss: 0.0311446 | val_loss: 0.031163 | Time: 1618.97 ms [2021-09-27 19:34:00 main:574] : INFO : Epoch 1844 | loss: 0.0311449 | val_loss: 0.0311643 | Time: 1627.63 ms [2021-09-27 19:34:01 main:574] : INFO : Epoch 1845 | loss: 0.0311458 | val_loss: 0.0311632 | Time: 1626.56 ms [2021-09-27 19:34:03 main:574] : INFO : Epoch 1846 | loss: 0.0311453 | val_loss: 0.0311699 | Time: 1627.35 ms [2021-09-27 19:34:04 main:574] : INFO : Epoch 1847 | loss: 0.0311435 | val_loss: 0.0311646 | Time: 1620.63 ms [2021-09-27 19:34:06 main:574] : INFO : Epoch 1848 | loss: 0.0311418 | val_loss: 0.0311681 | Time: 1625.53 ms [2021-09-27 19:34:08 main:574] : INFO : Epoch 1849 | loss: 0.0311454 | val_loss: 0.0311652 | Time: 1612.09 ms [2021-09-27 19:34:09 main:574] : INFO : Epoch 1850 | loss: 0.0311449 | val_loss: 0.0311652 | Time: 1645.13 ms [2021-09-27 19:34:11 main:574] : INFO : Epoch 1851 | loss: 0.0311472 | val_loss: 0.0311671 | Time: 1626.34 ms [2021-09-27 19:34:13 main:574] : INFO : Epoch 1852 | loss: 0.0311474 | val_loss: 0.0311656 | Time: 1593.35 ms [2021-09-27 19:34:14 main:574] : INFO : Epoch 1853 | loss: 0.0311452 | val_loss: 0.0311651 | Time: 1649.24 ms [2021-09-27 19:34:16 main:574] : INFO : Epoch 1854 | loss: 0.031144 | val_loss: 0.0311637 | Time: 1598.06 ms [2021-09-27 19:34:17 main:574] : INFO : Epoch 1855 | loss: 0.0311419 | val_loss: 0.0311635 | Time: 1596.81 ms [2021-09-27 19:34:19 main:574] : INFO : Epoch 1856 | loss: 0.0311412 | val_loss: 0.0311643 | Time: 1624.99 ms [2021-09-27 19:34:21 main:574] : INFO : Epoch 1857 | loss: 0.0311427 | val_loss: 0.0311688 | Time: 1630.84 ms [2021-09-27 19:34:22 main:574] : INFO : Epoch 1858 | loss: 0.0311445 | val_loss: 0.0311654 | Time: 1626.67 ms [2021-09-27 19:34:24 main:574] : INFO : Epoch 1859 | loss: 0.0311427 | val_loss: 0.0311627 | Time: 1614.74 ms [2021-09-27 19:34:26 main:574] : INFO : Epoch 1860 | loss: 0.0311446 | val_loss: 0.0311641 | Time: 1628.17 ms [2021-09-27 19:34:27 main:574] : INFO : Epoch 1861 | loss: 0.031143 | val_loss: 0.0311646 | Time: 1589.06 ms [2021-09-27 19:34:29 main:574] : INFO : Epoch 1862 | loss: 0.0311398 | val_loss: 0.0311645 | Time: 1611.17 ms [2021-09-27 19:34:30 main:574] : INFO : Epoch 1863 | loss: 0.0311397 | val_loss: 0.0311642 | Time: 1621.04 ms [2021-09-27 19:34:32 main:574] : INFO : Epoch 1864 | loss: 0.0311409 | val_loss: 0.0311708 | Time: 1620.57 ms [2021-09-27 19:34:34 main:574] : INFO : Epoch 1865 | loss: 0.0311415 | val_loss: 0.0311655 | Time: 1582.54 ms [2021-09-27 19:34:35 main:574] : INFO : Epoch 1866 | loss: 0.0311403 | val_loss: 0.0311651 | Time: 1604.35 ms [2021-09-27 19:34:37 main:574] : INFO : Epoch 1867 | loss: 0.0311406 | val_loss: 0.0311676 | Time: 1623.31 ms [2021-09-27 19:34:39 main:574] : INFO : Epoch 1868 | loss: 0.0311399 | val_loss: 0.0311667 | Time: 1625.08 ms [2021-09-27 19:34:40 main:574] : INFO : Epoch 1869 | loss: 0.0311387 | val_loss: 0.0311725 | Time: 1638.93 ms [2021-09-27 19:34:42 main:574] : INFO : Epoch 1870 | loss: 0.0311446 | val_loss: 0.0311683 | Time: 1638.01 ms [2021-09-27 19:34:43 main:574] : INFO : Epoch 1871 | loss: 0.0311385 | val_loss: 0.0311647 | Time: 1626.43 ms [2021-09-27 19:34:45 main:574] : INFO : Epoch 1872 | loss: 0.0311374 | val_loss: 0.0311644 | Time: 1614.81 ms [2021-09-27 19:34:47 main:574] : INFO : Epoch 1873 | loss: 0.0311367 | val_loss: 0.031166 | Time: 1595.91 ms [2021-09-27 19:34:48 main:574] : INFO : Epoch 1874 | loss: 0.0311379 | val_loss: 0.031167 | Time: 1615.82 ms [2021-09-27 19:34:50 main:574] : INFO : Epoch 1875 | loss: 0.0311362 | val_loss: 0.0311657 | Time: 1628.96 ms [2021-09-27 19:34:52 main:574] : INFO : Epoch 1876 | loss: 0.0311402 | val_loss: 0.0311655 | Time: 1613.39 ms [2021-09-27 19:34:53 main:574] : INFO : Epoch 1877 | loss: 0.031141 | val_loss: 0.0311667 | Time: 1605.58 ms [2021-09-27 19:34:55 main:574] : INFO : Epoch 1878 | loss: 0.0311401 | val_loss: 0.0311648 | Time: 1777.19 ms [2021-09-27 19:34:57 main:574] : INFO : Epoch 1879 | loss: 0.0311389 | val_loss: 0.0311641 | Time: 1648.01 ms [2021-09-27 19:34:58 main:574] : INFO : Epoch 1880 | loss: 0.0311412 | val_loss: 0.0311641 | Time: 1651.65 ms [2021-09-27 19:35:00 main:574] : INFO : Epoch 1881 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 1618.56 ms [2021-09-27 19:35:02 main:574] : INFO : Epoch 1882 | loss: 0.0311405 | val_loss: 0.0311693 | Time: 1644.7 ms [2021-09-27 19:35:03 main:574] : INFO : Epoch 1883 | loss: 0.0311415 | val_loss: 0.031165 | Time: 1637.21 ms [2021-09-27 19:35:05 main:574] : INFO : Epoch 1884 | loss: 0.0311393 | val_loss: 0.0311648 | Time: 1614.86 ms [2021-09-27 19:35:06 main:574] : INFO : Epoch 1885 | loss: 0.0311384 | val_loss: 0.0311646 | Time: 1636.9 ms [2021-09-27 19:35:08 main:574] : INFO : Epoch 1886 | loss: 0.0311372 | val_loss: 0.0311654 | Time: 1629.63 ms [2021-09-27 19:35:10 main:574] : INFO : Epoch 1887 | loss: 0.0311372 | val_loss: 0.0311629 | Time: 1619.71 ms [2021-09-27 19:35:11 main:574] : INFO : Epoch 1888 | loss: 0.0311386 | val_loss: 0.0311652 | Time: 1618.05 ms [2021-09-27 19:35:13 main:574] : INFO : Epoch 1889 | loss: 0.0311465 | val_loss: 0.0311677 | Time: 1593.66 ms [2021-09-27 19:35:15 main:574] : INFO : Epoch 1890 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 1621.22 ms [2021-09-27 19:35:16 main:574] : INFO : Epoch 1891 | loss: 0.0311439 | val_loss: 0.0311658 | Time: 1609.26 ms [2021-09-27 19:35:18 main:574] : INFO : Epoch 1892 | loss: 0.0311418 | val_loss: 0.0311638 | Time: 1618.01 ms [2021-09-27 19:35:19 main:574] : INFO : Epoch 1893 | loss: 0.0311414 | val_loss: 0.0311661 | Time: 1612.31 ms [2021-09-27 19:35:21 main:574] : INFO : Epoch 1894 | loss: 0.0311411 | val_loss: 0.0311707 | Time: 1614.92 ms [2021-09-27 19:35:23 main:574] : INFO : Epoch 1895 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 1639.75 ms [2021-09-27 19:35:24 main:574] : INFO : Epoch 1896 | loss: 0.0311526 | val_loss: 0.0311669 | Time: 1592.21 ms [2021-09-27 19:35:26 main:574] : INFO : Epoch 1897 | loss: 0.0311505 | val_loss: 0.0311653 | Time: 1620.49 ms [2021-09-27 19:35:28 main:574] : INFO : Epoch 1898 | loss: 0.0311468 | val_loss: 0.0311653 | Time: 1639.64 ms [2021-09-27 19:35:29 main:574] : INFO : Epoch 1899 | loss: 0.0311449 | val_loss: 0.031166 | Time: 1641.93 ms [2021-09-27 19:35:31 main:574] : INFO : Epoch 1900 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 1633.55 ms [2021-09-27 19:35:32 main:574] : INFO : Epoch 1901 | loss: 0.0311429 | val_loss: 0.0311648 | Time: 1594.58 ms [2021-09-27 19:35:34 main:574] : INFO : Epoch 1902 | loss: 0.0311431 | val_loss: 0.0311607 | Time: 1620.74 ms [2021-09-27 19:35:36 main:574] : INFO : Epoch 1903 | loss: 0.0311447 | val_loss: 0.0311682 | Time: 1615.64 ms [2021-09-27 19:35:37 main:574] : INFO : Epoch 1904 | loss: 0.0311449 | val_loss: 0.0311626 | Time: 1621.84 ms [2021-09-27 19:35:39 main:574] : INFO : Epoch 1905 | loss: 0.0311401 | val_loss: 0.0311637 | Time: 1641.26 ms [2021-09-27 19:35:41 main:574] : INFO : Epoch 1906 | loss: 0.0311392 | val_loss: 0.031163 | Time: 1630.92 ms [2021-09-27 19:35:42 main:574] : INFO : Epoch 1907 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 1628.07 ms [2021-09-27 19:35:44 main:574] : INFO : Epoch 1908 | loss: 0.0311399 | val_loss: 0.0311669 | Time: 1628.35 ms [2021-09-27 19:35:46 main:574] : INFO : Epoch 1909 | loss: 0.0311389 | val_loss: 0.031169 | Time: 1630.01 ms [2021-09-27 19:35:47 main:574] : INFO : Epoch 1910 | loss: 0.0311415 | val_loss: 0.0311654 | Time: 1637.56 ms [2021-09-27 19:35:49 main:574] : INFO : Epoch 1911 | loss: 0.0311455 | val_loss: 0.0311668 | Time: 1614.95 ms [2021-09-27 19:35:50 main:574] : INFO : Epoch 1912 | loss: 0.031148 | val_loss: 0.0311658 | Time: 1611.53 ms [2021-09-27 19:35:52 main:574] : INFO : Epoch 1913 | loss: 0.0311447 | val_loss: 0.031164 | Time: 1615.94 ms [2021-09-27 19:35:54 main:574] : INFO : Epoch 1914 | loss: 0.0311442 | val_loss: 0.0311635 | Time: 1618.08 ms [2021-09-27 19:35:55 main:574] : INFO : Epoch 1915 | loss: 0.0311429 | val_loss: 0.0311619 | Time: 1591.83 ms [2021-09-27 19:35:57 main:574] : INFO : Epoch 1916 | loss: 0.0311418 | val_loss: 0.0311613 | Time: 1605.46 ms [2021-09-27 19:35:59 main:574] : INFO : Epoch 1917 | loss: 0.0311403 | val_loss: 0.0311601 | Time: 1632.5 ms [2021-09-27 19:36:00 main:574] : INFO : Epoch 1918 | loss: 0.0311408 | val_loss: 0.0311618 | Time: 1605.62 ms [2021-09-27 19:36:02 main:574] : INFO : Epoch 1919 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 1613.01 ms [2021-09-27 19:36:03 main:574] : INFO : Epoch 1920 | loss: 0.0311477 | val_loss: 0.031165 | Time: 1599.96 ms [2021-09-27 19:36:05 main:574] : INFO : Epoch 1921 | loss: 0.0311458 | val_loss: 0.0311624 | Time: 1603.17 ms [2021-09-27 19:36:07 main:574] : INFO : Epoch 1922 | loss: 0.0311432 | val_loss: 0.0311591 | Time: 1619.58 ms [2021-09-27 19:36:08 main:574] : INFO : Epoch 1923 | loss: 0.0311419 | val_loss: 0.0311691 | Time: 1622.68 ms [2021-09-27 19:36:10 main:574] : INFO : Epoch 1924 | loss: 0.0311412 | val_loss: 0.0311614 | Time: 1616.08 ms [2021-09-27 19:36:11 main:574] : INFO : Epoch 1925 | loss: 0.0311386 | val_loss: 0.031166 | Time: 1622.77 ms [2021-09-27 19:36:13 main:574] : INFO : Epoch 1926 | loss: 0.0311379 | val_loss: 0.0311609 | Time: 1617.78 ms [2021-09-27 19:36:15 main:574] : INFO : Epoch 1927 | loss: 0.0311383 | val_loss: 0.0311614 | Time: 1618.28 ms [2021-09-27 19:36:16 main:574] : INFO : Epoch 1928 | loss: 0.0311384 | val_loss: 0.0311621 | Time: 1633.79 ms [2021-09-27 19:36:18 main:574] : INFO : Epoch 1929 | loss: 0.0311391 | val_loss: 0.0311613 | Time: 1631.93 ms [2021-09-27 19:36:20 main:574] : INFO : Epoch 1930 | loss: 0.0311366 | val_loss: 0.0311631 | Time: 1599.04 ms [2021-09-27 19:36:21 main:574] : INFO : Epoch 1931 | loss: 0.031136 | val_loss: 0.0311596 | Time: 1628.69 ms [2021-09-27 19:36:23 main:574] : INFO : Epoch 1932 | loss: 0.0311366 | val_loss: 0.0311668 | Time: 1609.47 ms [2021-09-27 19:36:25 main:574] : INFO : Epoch 1933 | loss: 0.0311375 | val_loss: 0.0311667 | Time: 1622.95 ms [2021-09-27 19:36:26 main:574] : INFO : Epoch 1934 | loss: 0.0311366 | val_loss: 0.0311652 | Time: 1596.6 ms [2021-09-27 19:36:28 main:574] : INFO : Epoch 1935 | loss: 0.0311337 | val_loss: 0.0311659 | Time: 1609.6 ms [2021-09-27 19:36:29 main:574] : INFO : Epoch 1936 | loss: 0.0311373 | val_loss: 0.0311626 | Time: 1619.79 ms [2021-09-27 19:36:31 main:574] : INFO : Epoch 1937 | loss: 0.0311353 | val_loss: 0.0311614 | Time: 1649 ms [2021-09-27 19:36:33 main:574] : INFO : Epoch 1938 | loss: 0.0311386 | val_loss: 0.0311605 | Time: 1625.11 ms [2021-09-27 19:36:34 main:574] : INFO : Epoch 1939 | loss: 0.0311386 | val_loss: 0.0311613 | Time: 1598.23 ms [2021-09-27 19:36:36 main:574] : INFO : Epoch 1940 | loss: 0.0311362 | val_loss: 0.0311606 | Time: 1609.15 ms [2021-09-27 19:36:37 main:574] : INFO : Epoch 1941 | loss: 0.031137 | val_loss: 0.0311689 | Time: 1628.96 ms [2021-09-27 19:36:39 main:574] : INFO : Epoch 1942 | loss: 0.0311355 | val_loss: 0.0311627 | Time: 1612.52 ms [2021-09-27 19:36:41 main:574] : INFO : Epoch 1943 | loss: 0.0311341 | val_loss: 0.0311622 | Time: 1612.95 ms [2021-09-27 19:36:42 main:574] : INFO : Epoch 1944 | loss: 0.0311336 | val_loss: 0.0311645 | Time: 1632.77 ms [2021-09-27 19:36:44 main:574] : INFO : Epoch 1945 | loss: 0.0311335 | val_loss: 0.031162 | Time: 1656.26 ms [2021-09-27 19:36:46 main:574] : INFO : Epoch 1946 | loss: 0.0311324 | val_loss: 0.0311653 | Time: 1619.46 ms [2021-09-27 19:36:47 main:574] : INFO : Epoch 1947 | loss: 0.0311324 | val_loss: 0.0311586 | Time: 1608.69 ms [2021-09-27 19:36:49 main:574] : INFO : Epoch 1948 | loss: 0.0311336 | val_loss: 0.0311635 | Time: 1625.85 ms [2021-09-27 19:36:51 main:574] : INFO : Epoch 1949 | loss: 0.0311325 | val_loss: 0.0311671 | Time: 1628.67 ms [2021-09-27 19:36:52 main:574] : INFO : Epoch 1950 | loss: 0.0311313 | val_loss: 0.0311654 | Time: 1626.48 ms [2021-09-27 19:36:54 main:574] : INFO : Epoch 1951 | loss: 0.0311323 | val_loss: 0.0311652 | Time: 1623.87 ms [2021-09-27 19:36:55 main:574] : INFO : Epoch 1952 | loss: 0.0311303 | val_loss: 0.0311658 | Time: 1629.7 ms [2021-09-27 19:36:57 main:574] : INFO : Epoch 1953 | loss: 0.0311316 | val_loss: 0.0311639 | Time: 1623.19 ms [2021-09-27 19:36:59 main:574] : INFO : Epoch 1954 | loss: 0.0311333 | val_loss: 0.0311631 | Time: 1633.46 ms [2021-09-27 19:37:00 main:574] : INFO : Epoch 1955 | loss: 0.0311305 | val_loss: 0.0311656 | Time: 1627.84 ms [2021-09-27 19:37:02 main:574] : INFO : Epoch 1956 | loss: 0.0311304 | val_loss: 0.0311632 | Time: 1666.72 ms [2021-09-27 19:37:04 main:574] : INFO : Epoch 1957 | loss: 0.031129 | val_loss: 0.0311666 | Time: 1623.62 ms [2021-09-27 19:37:05 main:574] : INFO : Epoch 1958 | loss: 0.0311297 | val_loss: 0.0311661 | Time: 1603.08 ms [2021-09-27 19:37:07 main:574] : INFO : Epoch 1959 | loss: 0.0311302 | val_loss: 0.0311669 | Time: 1622.27 ms [2021-09-27 19:37:09 main:574] : INFO : Epoch 1960 | loss: 0.0311279 | val_loss: 0.0311656 | Time: 1617.48 ms [2021-09-27 19:37:10 main:574] : INFO : Epoch 1961 | loss: 0.0311285 | val_loss: 0.0311663 | Time: 1629.91 ms [2021-09-27 19:37:12 main:574] : INFO : Epoch 1962 | loss: 0.0311294 | val_loss: 0.0311634 | Time: 1619.05 ms [2021-09-27 19:37:13 main:574] : INFO : Epoch 1963 | loss: 0.0311301 | val_loss: 0.0311643 | Time: 1637.65 ms [2021-09-27 19:37:15 main:574] : INFO : Epoch 1964 | loss: 0.0311295 | val_loss: 0.0311659 | Time: 1612.15 ms [2021-09-27 19:37:17 main:574] : INFO : Epoch 1965 | loss: 0.0311321 | val_loss: 0.0311633 | Time: 1649.69 ms [2021-09-27 19:37:18 main:574] : INFO : Epoch 1966 | loss: 0.0311306 | val_loss: 0.0311656 | Time: 1615.45 ms [2021-09-27 19:37:20 main:574] : INFO : Epoch 1967 | loss: 0.0311297 | val_loss: 0.0311664 | Time: 1635.26 ms [2021-09-27 19:37:22 main:574] : INFO : Epoch 1968 | loss: 0.0311297 | val_loss: 0.0311668 | Time: 1633.29 ms [2021-09-27 19:37:23 main:574] : INFO : Epoch 1969 | loss: 0.0311296 | val_loss: 0.0311676 | Time: 1642.58 ms [2021-09-27 19:37:25 main:574] : INFO : Epoch 1970 | loss: 0.0311295 | val_loss: 0.0311632 | Time: 1648.23 ms [2021-09-27 19:37:27 main:574] : INFO : Epoch 1971 | loss: 0.0311278 | val_loss: 0.0311618 | Time: 1609.51 ms [2021-09-27 19:37:28 main:574] : INFO : Epoch 1972 | loss: 0.0311269 | val_loss: 0.0311628 | Time: 1635.27 ms [2021-09-27 19:37:30 main:574] : INFO : Epoch 1973 | loss: 0.0311282 | val_loss: 0.0311645 | Time: 1609.05 ms [2021-09-27 19:37:31 main:574] : INFO : Epoch 1974 | loss: 0.0311317 | val_loss: 0.0311623 | Time: 1622.96 ms [2021-09-27 19:37:33 main:574] : INFO : Epoch 1975 | loss: 0.0311315 | val_loss: 0.0311657 | Time: 1593.19 ms [2021-09-27 19:37:35 main:574] : INFO : Epoch 1976 | loss: 0.0311324 | val_loss: 0.0311622 | Time: 1624.29 ms [2021-09-27 19:37:36 main:574] : INFO : Epoch 1977 | loss: 0.0311344 | val_loss: 0.0311649 | Time: 1626.2 ms [2021-09-27 19:37:38 main:574] : INFO : Epoch 1978 | loss: 0.0311313 | val_loss: 0.0311603 | Time: 1620.9 ms [2021-09-27 19:37:40 main:574] : INFO : Epoch 1979 | loss: 0.031129 | val_loss: 0.0311634 | Time: 1618.53 ms [2021-09-27 19:37:41 main:574] : INFO : Epoch 1980 | loss: 0.0311287 | val_loss: 0.031164 | Time: 1610.39 ms [2021-09-27 19:37:43 main:574] : INFO : Epoch 1981 | loss: 0.0311295 | val_loss: 0.0311654 | Time: 1635.71 ms [2021-09-27 19:37:44 main:574] : INFO : Epoch 1982 | loss: 0.0311292 | val_loss: 0.0311604 | Time: 1632.57 ms [2021-09-27 19:37:46 main:574] : INFO : Epoch 1983 | loss: 0.0311274 | val_loss: 0.0311664 | Time: 1629.7 ms [2021-09-27 19:37:48 main:574] : INFO : Epoch 1984 | loss: 0.0311293 | val_loss: 0.031162 | Time: 1647.98 ms [2021-09-27 19:37:49 main:574] : INFO : Epoch 1985 | loss: 0.0311276 | val_loss: 0.0311591 | Time: 1633.26 ms [2021-09-27 19:37:51 main:574] : INFO : Epoch 1986 | loss: 0.0311334 | val_loss: 0.0311609 | Time: 1601.2 ms [2021-09-27 19:37:53 main:574] : INFO : Epoch 1987 | loss: 0.0311284 | val_loss: 0.0311588 | Time: 1615.28 ms [2021-09-27 19:37:54 main:574] : INFO : Epoch 1988 | loss: 0.0311258 | val_loss: 0.0311647 | Time: 1625.08 ms [2021-09-27 19:37:56 main:574] : INFO : Epoch 1989 | loss: 0.0311286 | val_loss: 0.0311689 | Time: 1601.35 ms [2021-09-27 19:37:57 main:574] : INFO : Epoch 1990 | loss: 0.0311293 | val_loss: 0.0311618 | Time: 1597.95 ms [2021-09-27 19:37:59 main:574] : INFO : Epoch 1991 | loss: 0.0311353 | val_loss: 0.0311661 | Time: 1625.17 ms [2021-09-27 19:38:01 main:574] : INFO : Epoch 1992 | loss: 0.031137 | val_loss: 0.0311631 | Time: 1612.03 ms [2021-09-27 19:38:02 main:574] : INFO : Epoch 1993 | loss: 0.0311329 | val_loss: 0.0311628 | Time: 1635.04 ms [2021-09-27 19:38:04 main:574] : INFO : Epoch 1994 | loss: 0.0311339 | val_loss: 0.0311615 | Time: 1646.44 ms [2021-09-27 19:38:06 main:574] : INFO : Epoch 1995 | loss: 0.0311342 | val_loss: 0.0311605 | Time: 1608.55 ms [2021-09-27 19:38:07 main:574] : INFO : Epoch 1996 | loss: 0.0311301 | val_loss: 0.0311646 | Time: 1617.23 ms [2021-09-27 19:38:09 main:574] : INFO : Epoch 1997 | loss: 0.0311291 | val_loss: 0.0311645 | Time: 1629.24 ms [2021-09-27 19:38:10 main:574] : INFO : Epoch 1998 | loss: 0.0311294 | val_loss: 0.0311631 | Time: 1621.2 ms [2021-09-27 19:38:12 main:574] : INFO : Epoch 1999 | loss: 0.031129 | val_loss: 0.0311696 | Time: 1619.47 ms [2021-09-27 19:38:14 main:574] : INFO : Epoch 2000 | loss: 0.0311305 | val_loss: 0.0311626 | Time: 1619.62 ms [2021-09-27 19:38:15 main:574] : INFO : Epoch 2001 | loss: 0.0311281 | val_loss: 0.031168 | Time: 1613.43 ms [2021-09-27 19:38:17 main:574] : INFO : Epoch 2002 | loss: 0.0311268 | val_loss: 0.0311671 | Time: 1636.85 ms [2021-09-27 19:38:19 main:574] : INFO : Epoch 2003 | loss: 0.0311282 | val_loss: 0.0311656 | Time: 1591.72 ms [2021-09-27 19:38:20 main:574] : INFO : Epoch 2004 | loss: 0.0311273 | val_loss: 0.0311639 | Time: 1618.46 ms [2021-09-27 19:38:22 main:574] : INFO : Epoch 2005 | loss: 0.0311296 | val_loss: 0.0311625 | Time: 1612.31 ms [2021-09-27 19:38:23 main:574] : INFO : Epoch 2006 | loss: 0.031133 | val_loss: 0.0311635 | Time: 1610.52 ms [2021-09-27 19:38:25 main:574] : INFO : Epoch 2007 | loss: 0.0311312 | val_loss: 0.0311682 | Time: 1628.46 ms [2021-09-27 19:38:27 main:574] : INFO : Epoch 2008 | loss: 0.031128 | val_loss: 0.031165 | Time: 1616.04 ms [2021-09-27 19:38:28 main:574] : INFO : Epoch 2009 | loss: 0.0311298 | val_loss: 0.0311616 | Time: 1616.36 ms [2021-09-27 19:38:30 main:574] : INFO : Epoch 2010 | loss: 0.031139 | val_loss: 0.0311772 | Time: 1613.23 ms [2021-09-27 19:38:32 main:574] : INFO : Epoch 2011 | loss: 0.0311334 | val_loss: 0.0311638 | Time: 1631.69 ms [2021-09-27 19:38:33 main:574] : INFO : Epoch 2012 | loss: 0.0311285 | val_loss: 0.0311697 | Time: 1635.43 ms [2021-09-27 19:38:35 main:574] : INFO : Epoch 2013 | loss: 0.0311313 | val_loss: 0.0311664 | Time: 1591.85 ms [2021-09-27 19:38:36 main:574] : INFO : Epoch 2014 | loss: 0.0311305 | val_loss: 0.0311627 | Time: 1634.3 ms [2021-09-27 19:38:38 main:574] : INFO : Epoch 2015 | loss: 0.0311328 | val_loss: 0.0311668 | Time: 1620.5 ms [2021-09-27 19:38:40 main:574] : INFO : Epoch 2016 | loss: 0.0311383 | val_loss: 0.031161 | Time: 1607.18 ms [2021-09-27 19:38:41 main:574] : INFO : Epoch 2017 | loss: 0.0311395 | val_loss: 0.0311619 | Time: 1618.71 ms [2021-09-27 19:38:43 main:574] : INFO : Epoch 2018 | loss: 0.0311362 | val_loss: 0.0311618 | Time: 1643.9 ms [2021-09-27 19:38:45 main:574] : INFO : Epoch 2019 | loss: 0.0311321 | val_loss: 0.0311621 | Time: 1614.24 ms [2021-09-27 19:38:46 main:574] : INFO : Epoch 2020 | loss: 0.0311385 | val_loss: 0.0311623 | Time: 1615.45 ms [2021-09-27 19:38:48 main:574] : INFO : Epoch 2021 | loss: 0.031139 | val_loss: 0.0311607 | Time: 1623.5 ms [2021-09-27 19:38:49 main:574] : INFO : Epoch 2022 | loss: 0.0311363 | val_loss: 0.031162 | Time: 1605.86 ms [2021-09-27 19:38:51 main:574] : INFO : Epoch 2023 | loss: 0.0311522 | val_loss: 0.0311801 | Time: 1623.76 ms [2021-09-27 19:38:53 main:574] : INFO : Epoch 2024 | loss: 0.0311556 | val_loss: 0.0311754 | Time: 1609.81 ms [2021-09-27 19:38:54 main:574] : INFO : Epoch 2025 | loss: 0.0311484 | val_loss: 0.031159 | Time: 1631.81 ms [2021-09-27 19:38:56 main:574] : INFO : Epoch 2026 | loss: 0.0311432 | val_loss: 0.0311589 | Time: 1627.2 ms [2021-09-27 19:38:58 main:574] : INFO : Epoch 2027 | loss: 0.031142 | val_loss: 0.0311603 | Time: 1620.86 ms [2021-09-27 19:38:59 main:574] : INFO : Epoch 2028 | loss: 0.0311415 | val_loss: 0.0311601 | Time: 1614.29 ms [2021-09-27 19:39:01 main:574] : INFO : Epoch 2029 | loss: 0.0311385 | val_loss: 0.0311614 | Time: 1629.24 ms [2021-09-27 19:39:03 main:574] : INFO : Epoch 2030 | loss: 0.0311372 | val_loss: 0.0311589 | Time: 1648.15 ms [2021-09-27 19:39:04 main:574] : INFO : Epoch 2031 | loss: 0.0311366 | val_loss: 0.0311586 | Time: 1611.85 ms [2021-09-27 19:39:06 main:574] : INFO : Epoch 2032 | loss: 0.0311357 | val_loss: 0.0311586 | Time: 1636.29 ms [2021-09-27 19:39:07 main:574] : INFO : Epoch 2033 | loss: 0.0311359 | val_loss: 0.031161 | Time: 1621.58 ms [2021-09-27 19:39:09 main:574] : INFO : Epoch 2034 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 1628.56 ms [2021-09-27 19:39:11 main:574] : INFO : Epoch 2035 | loss: 0.031139 | val_loss: 0.0311579 | Time: 1631.22 ms [2021-09-27 19:39:12 main:574] : INFO : Epoch 2036 | loss: 0.0311372 | val_loss: 0.0311573 | Time: 1617.82 ms [2021-09-27 19:39:14 main:574] : INFO : Epoch 2037 | loss: 0.0311345 | val_loss: 0.0311583 | Time: 1625.26 ms [2021-09-27 19:39:16 main:574] : INFO : Epoch 2038 | loss: 0.031134 | val_loss: 0.0311598 | Time: 1613.11 ms [2021-09-27 19:39:17 main:574] : INFO : Epoch 2039 | loss: 0.031134 | val_loss: 0.031162 | Time: 1629.32 ms [2021-09-27 19:39:19 main:574] : INFO : Epoch 2040 | loss: 0.0311353 | val_loss: 0.0311603 | Time: 1640.52 ms [2021-09-27 19:39:20 main:574] : INFO : Epoch 2041 | loss: 0.031132 | val_loss: 0.0311568 | Time: 1624.35 ms [2021-09-27 19:39:22 main:574] : INFO : Epoch 2042 | loss: 0.0311314 | val_loss: 0.0311573 | Time: 1647.64 ms [2021-09-27 19:39:24 main:574] : INFO : Epoch 2043 | loss: 0.0311305 | val_loss: 0.0311571 | Time: 1618.89 ms [2021-09-27 19:39:25 main:574] : INFO : Epoch 2044 | loss: 0.0311306 | val_loss: 0.0311619 | Time: 1627.43 ms [2021-09-27 19:39:27 main:574] : INFO : Epoch 2045 | loss: 0.0311355 | val_loss: 0.0311703 | Time: 1620.93 ms [2021-09-27 19:39:29 main:574] : INFO : Epoch 2046 | loss: 0.0311357 | val_loss: 0.0311632 | Time: 1642.65 ms [2021-09-27 19:39:30 main:574] : INFO : Epoch 2047 | loss: 0.0311321 | val_loss: 0.0311586 | Time: 1602.67 ms [2021-09-27 19:39:32 main:574] : INFO : Epoch 2048 | loss: 0.0311311 | val_loss: 0.0311574 | Time: 1623.3 ms [2021-09-27 19:39:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311574 [2021-09-27 19:39:32 main:603] : INFO : Saving end state to config to file [2021-09-27 19:39:32 main:608] : INFO : Success, exiting.. 19:39:32 (7012): 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)