Task 4364795
| Name | ParityModified-1612730269-9066-3_0 |
| Workunit | 2429012 |
| Created | 10 Mar 2021, 8:36:08 UTC |
| Sent | 20 Mar 2021, 11:50:48 UTC |
| Report deadline | 27 Mar 2021, 11:50:48 UTC |
| Received | 20 Mar 2021, 17:39:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 50 min 6 sec |
| CPU time | 49 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-03-20 18:26:50 main:574] : INFO : Epoch 1542 | loss: 0.0311658 | val_loss: 0.0311683 | Time: 1451.71 ms [2021-03-20 18:26:52 main:574] : INFO : Epoch 1543 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 1450.68 ms [2021-03-20 18:26:53 main:574] : INFO : Epoch 1544 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1453.23 ms [2021-03-20 18:26:55 main:574] : INFO : Epoch 1545 | loss: 0.031166 | val_loss: 0.0311691 | Time: 1451.77 ms [2021-03-20 18:26:56 main:574] : INFO : Epoch 1546 | loss: 0.031166 | val_loss: 0.0311691 | Time: 1463.86 ms [2021-03-20 18:26:58 main:574] : INFO : Epoch 1547 | loss: 0.0311662 | val_loss: 0.0311681 | Time: 1451.68 ms [2021-03-20 18:26:59 main:574] : INFO : Epoch 1548 | loss: 0.0311672 | val_loss: 0.0311676 | Time: 1445.07 ms [2021-03-20 18:27:01 main:574] : INFO : Epoch 1549 | loss: 0.0311651 | val_loss: 0.0311675 | Time: 1446.96 ms [2021-03-20 18:27:02 main:574] : INFO : Epoch 1550 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 1457.12 ms [2021-03-20 18:27:04 main:574] : INFO : Epoch 1551 | loss: 0.0311661 | val_loss: 0.0311702 | Time: 1448.29 ms [2021-03-20 18:27:05 main:574] : INFO : Epoch 1552 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1447.87 ms [2021-03-20 18:27:07 main:574] : INFO : Epoch 1553 | loss: 0.0311663 | val_loss: 0.0311679 | Time: 1443.05 ms [2021-03-20 18:27:08 main:574] : INFO : Epoch 1554 | loss: 0.0311677 | val_loss: 0.0311686 | Time: 1454.27 ms [2021-03-20 18:27:09 main:574] : INFO : Epoch 1555 | loss: 0.0311668 | val_loss: 0.0311689 | Time: 1451.88 ms [2021-03-20 18:27:11 main:574] : INFO : Epoch 1556 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 1494.15 ms [2021-03-20 18:27:12 main:574] : INFO : Epoch 1557 | loss: 0.0311662 | val_loss: 0.031168 | Time: 1452.86 ms [2021-03-20 18:27:14 main:574] : INFO : Epoch 1558 | loss: 0.0311676 | val_loss: 0.0311718 | Time: 1463.62 ms [2021-03-20 18:27:15 main:574] : INFO : Epoch 1559 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 1460.1 ms [2021-03-20 18:27:17 main:574] : INFO : Epoch 1560 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 1465.28 ms [2021-03-20 18:27:18 main:574] : INFO : Epoch 1561 | loss: 0.0311658 | val_loss: 0.031168 | Time: 1458.03 ms [2021-03-20 18:27:20 main:574] : INFO : Epoch 1562 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 1466 ms [2021-03-20 18:27:21 main:574] : INFO : Epoch 1563 | loss: 0.0311687 | val_loss: 0.0311671 | Time: 1508.09 ms [2021-03-20 18:27:23 main:574] : INFO : Epoch 1564 | loss: 0.0311653 | val_loss: 0.031167 | Time: 1476.34 ms [2021-03-20 18:27:24 main:574] : INFO : Epoch 1565 | loss: 0.0311656 | val_loss: 0.0311681 | Time: 1456.86 ms [2021-03-20 18:27:26 main:574] : INFO : Epoch 1566 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 1454.83 ms [2021-03-20 18:27:27 main:574] : INFO : Epoch 1567 | loss: 0.0311654 | val_loss: 0.0311676 | Time: 1467.35 ms [2021-03-20 18:27:29 main:574] : INFO : Epoch 1568 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 1463.47 ms [2021-03-20 18:27:30 main:574] : INFO : Epoch 1569 | loss: 0.0311649 | val_loss: 0.0311678 | Time: 1474.77 ms [2021-03-20 18:27:32 main:574] : INFO : Epoch 1570 | loss: 0.0311676 | val_loss: 0.0311691 | Time: 1468.67 ms [2021-03-20 18:27:33 main:574] : INFO : Epoch 1571 | loss: 0.0311658 | val_loss: 0.0311682 | Time: 1455.61 ms [2021-03-20 18:27:35 main:574] : INFO : Epoch 1572 | loss: 0.0311649 | val_loss: 0.0311683 | Time: 1456.9 ms [2021-03-20 18:27:36 main:574] : INFO : Epoch 1573 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 1459.73 ms [2021-03-20 18:27:37 main:574] : INFO : Epoch 1574 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 1471.31 ms [2021-03-20 18:27:39 main:574] : INFO : Epoch 1575 | loss: 0.0311686 | val_loss: 0.0311687 | Time: 1459.24 ms [2021-03-20 18:27:40 main:574] : INFO : Epoch 1576 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 1455.59 ms [2021-03-20 18:27:42 main:574] : INFO : Epoch 1577 | loss: 0.0311649 | val_loss: 0.0311684 | Time: 1452.93 ms [2021-03-20 18:27:43 main:574] : INFO : Epoch 1578 | loss: 0.0311645 | val_loss: 0.03117 | Time: 1458.28 ms [2021-03-20 18:27:45 main:574] : INFO : Epoch 1579 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 1451 ms [2021-03-20 18:27:46 main:574] : INFO : Epoch 1580 | loss: 0.031166 | val_loss: 0.0311702 | Time: 1454.84 ms [2021-03-20 18:27:48 main:574] : INFO : Epoch 1581 | loss: 0.0311652 | val_loss: 0.03117 | Time: 1478.31 ms [2021-03-20 18:27:49 main:574] : INFO : Epoch 1582 | loss: 0.0311655 | val_loss: 0.03117 | Time: 1455.21 ms [2021-03-20 18:27:51 main:574] : INFO : Epoch 1583 | loss: 0.031165 | val_loss: 0.0311717 | Time: 1453.6 ms [2021-03-20 18:27:52 main:574] : INFO : Epoch 1584 | loss: 0.0311649 | val_loss: 0.031169 | Time: 1467.7 ms [2021-03-20 18:27:54 main:574] : INFO : Epoch 1585 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 1452.54 ms [2021-03-20 18:27:55 main:574] : INFO : Epoch 1586 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 1459.1 ms [2021-03-20 18:27:57 main:574] : INFO : Epoch 1587 | loss: 0.0311661 | val_loss: 0.0311682 | Time: 1456.4 ms [2021-03-20 18:27:58 main:574] : INFO : Epoch 1588 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 1453 ms [2021-03-20 18:28:00 main:574] : INFO : Epoch 1589 | loss: 0.031165 | val_loss: 0.0311687 | Time: 1484.13 ms [2021-03-20 18:28:01 main:574] : INFO : Epoch 1590 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 1457.8 ms [2021-03-20 18:28:03 main:574] : INFO : Epoch 1591 | loss: 0.0311652 | val_loss: 0.0311692 | Time: 1459.85 ms [2021-03-20 18:28:04 main:574] : INFO : Epoch 1592 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 1454.03 ms [2021-03-20 18:28:05 main:574] : INFO : Epoch 1593 | loss: 0.0311643 | val_loss: 0.031168 | Time: 1468.24 ms [2021-03-20 18:28:07 main:574] : INFO : Epoch 1594 | loss: 0.0311645 | val_loss: 0.0311676 | Time: 1461.59 ms [2021-03-20 18:28:08 main:574] : INFO : Epoch 1595 | loss: 0.031164 | val_loss: 0.0311679 | Time: 1459.89 ms [2021-03-20 18:28:10 main:574] : INFO : Epoch 1596 | loss: 0.031164 | val_loss: 0.031169 | Time: 1460.35 ms [2021-03-20 18:28:11 main:574] : INFO : Epoch 1597 | loss: 0.0311662 | val_loss: 0.0311692 | Time: 1477.06 ms [2021-03-20 18:28:13 main:574] : INFO : Epoch 1598 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 1523.13 ms [2021-03-20 18:28:14 main:574] : INFO : Epoch 1599 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1476.01 ms [2021-03-20 18:28:16 main:574] : INFO : Epoch 1600 | loss: 0.0311651 | val_loss: 0.0311692 | Time: 1460.81 ms [2021-03-20 18:28:17 main:574] : INFO : Epoch 1601 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1454.76 ms [2021-03-20 18:28:19 main:574] : INFO : Epoch 1602 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 1460.35 ms [2021-03-20 18:28:20 main:574] : INFO : Epoch 1603 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 1459.55 ms [2021-03-20 18:28:22 main:574] : INFO : Epoch 1604 | loss: 0.0311653 | val_loss: 0.031169 | Time: 1460.82 ms [2021-03-20 18:28:23 main:574] : INFO : Epoch 1605 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 1469.75 ms [2021-03-20 18:28:25 main:574] : INFO : Epoch 1606 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 1477.38 ms [2021-03-20 18:28:26 main:574] : INFO : Epoch 1607 | loss: 0.0311634 | val_loss: 0.0311678 | Time: 1462.04 ms [2021-03-20 18:28:28 main:574] : INFO : Epoch 1608 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 1455.96 ms [2021-03-20 18:28:29 main:574] : INFO : Epoch 1609 | loss: 0.0311662 | val_loss: 0.0311687 | Time: 1463.7 ms [2021-03-20 18:28:31 main:574] : INFO : Epoch 1610 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 1465.63 ms [2021-03-20 18:28:32 main:574] : INFO : Epoch 1611 | loss: 0.0311633 | val_loss: 0.0311691 | Time: 1463.82 ms [2021-03-20 18:28:34 main:574] : INFO : Epoch 1612 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 1449.31 ms [2021-03-20 18:28:35 main:574] : INFO : Epoch 1613 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 1451.53 ms [2021-03-20 18:28:36 main:574] : INFO : Epoch 1614 | loss: 0.0311637 | val_loss: 0.0311684 | Time: 1457.57 ms [2021-03-20 18:28:38 main:574] : INFO : Epoch 1615 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 1452.5 ms [2021-03-20 18:28:39 main:574] : INFO : Epoch 1616 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 1447.04 ms [2021-03-20 18:28:41 main:574] : INFO : Epoch 1617 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 1462.65 ms [2021-03-20 18:28:42 main:574] : INFO : Epoch 1618 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 1453.34 ms [2021-03-20 18:28:44 main:574] : INFO : Epoch 1619 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 1449.14 ms [2021-03-20 18:28:45 main:574] : INFO : Epoch 1620 | loss: 0.0311646 | val_loss: 0.0311686 | Time: 1450.45 ms [2021-03-20 18:28:47 main:574] : INFO : Epoch 1621 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1450.59 ms [2021-03-20 18:28:48 main:574] : INFO : Epoch 1622 | loss: 0.0311646 | val_loss: 0.03117 | Time: 1452.56 ms [2021-03-20 18:28:50 main:574] : INFO : Epoch 1623 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 1454.98 ms [2021-03-20 18:28:51 main:574] : INFO : Epoch 1624 | loss: 0.0311644 | val_loss: 0.0311701 | Time: 1444.23 ms [2021-03-20 18:28:52 main:574] : INFO : Epoch 1625 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 1453.37 ms [2021-03-20 18:28:54 main:574] : INFO : Epoch 1626 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 1453.67 ms [2021-03-20 18:28:55 main:574] : INFO : Epoch 1627 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 1454.67 ms [2021-03-20 18:28:57 main:574] : INFO : Epoch 1628 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 1446.64 ms [2021-03-20 18:28:58 main:574] : INFO : Epoch 1629 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 1474.58 ms [2021-03-20 18:29:00 main:574] : INFO : Epoch 1630 | loss: 0.0311644 | val_loss: 0.0311698 | Time: 1456.23 ms [2021-03-20 18:29:01 main:574] : INFO : Epoch 1631 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 1471.83 ms [2021-03-20 18:29:03 main:574] : INFO : Epoch 1632 | loss: 0.0311639 | val_loss: 0.0311699 | Time: 1467.84 ms [2021-03-20 18:29:04 main:574] : INFO : Epoch 1633 | loss: 0.0311652 | val_loss: 0.0311685 | Time: 1457.04 ms [2021-03-20 18:29:06 main:574] : INFO : Epoch 1634 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 1453.47 ms [2021-03-20 18:29:07 main:574] : INFO : Epoch 1635 | loss: 0.0311643 | val_loss: 0.0311678 | Time: 1474.01 ms [2021-03-20 18:29:09 main:574] : INFO : Epoch 1636 | loss: 0.0311635 | val_loss: 0.0311688 | Time: 1478.05 ms [2021-03-20 18:29:10 main:574] : INFO : Epoch 1637 | loss: 0.031163 | val_loss: 0.0311686 | Time: 1463.01 ms [2021-03-20 18:29:12 main:574] : INFO : Epoch 1638 | loss: 0.0311633 | val_loss: 0.0311686 | Time: 1465.14 ms [2021-03-20 18:29:13 main:574] : INFO : Epoch 1639 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 1462.58 ms [2021-03-20 18:29:15 main:574] : INFO : Epoch 1640 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 1453.56 ms [2021-03-20 18:29:16 main:574] : INFO : Epoch 1641 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 1456.08 ms [2021-03-20 18:29:17 main:574] : INFO : Epoch 1642 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 1462.78 ms [2021-03-20 18:29:19 main:574] : INFO : Epoch 1643 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 1463.05 ms [2021-03-20 18:29:20 main:574] : INFO : Epoch 1644 | loss: 0.031164 | val_loss: 0.0311705 | Time: 1458.99 ms [2021-03-20 18:29:22 main:574] : INFO : Epoch 1645 | loss: 0.031163 | val_loss: 0.0311707 | Time: 1460.78 ms [2021-03-20 18:29:23 main:574] : INFO : Epoch 1646 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 1464.39 ms [2021-03-20 18:29:25 main:574] : INFO : Epoch 1647 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 1463.86 ms [2021-03-20 18:29:26 main:574] : INFO : Epoch 1648 | loss: 0.0311683 | val_loss: 0.0311698 | Time: 1471.41 ms [2021-03-20 18:29:28 main:574] : INFO : Epoch 1649 | loss: 0.0311671 | val_loss: 0.031174 | Time: 1459.29 ms [2021-03-20 18:29:29 main:574] : INFO : Epoch 1650 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 1451.47 ms [2021-03-20 18:29:31 main:574] : INFO : Epoch 1651 | loss: 0.0311657 | val_loss: 0.03117 | Time: 1476.12 ms [2021-03-20 18:29:32 main:574] : INFO : Epoch 1652 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 1488.91 ms [2021-03-20 18:29:34 main:574] : INFO : Epoch 1653 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1473.44 ms [2021-03-20 18:29:35 main:574] : INFO : Epoch 1654 | loss: 0.0311637 | val_loss: 0.031168 | Time: 1452.88 ms [2021-03-20 18:29:37 main:574] : INFO : Epoch 1655 | loss: 0.0311627 | val_loss: 0.0311685 | Time: 1508.89 ms [2021-03-20 18:29:38 main:574] : INFO : Epoch 1656 | loss: 0.031165 | val_loss: 0.0311682 | Time: 1485.1 ms [2021-03-20 18:29:40 main:574] : INFO : Epoch 1657 | loss: 0.031165 | val_loss: 0.0311693 | Time: 1461.37 ms [2021-03-20 18:29:41 main:574] : INFO : Epoch 1658 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 1458.65 ms [2021-03-20 18:29:43 main:574] : INFO : Epoch 1659 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 1467.59 ms [2021-03-20 18:29:44 main:574] : INFO : Epoch 1660 | loss: 0.031165 | val_loss: 0.0311696 | Time: 1455.83 ms [2021-03-20 18:29:46 main:574] : INFO : Epoch 1661 | loss: 0.0311637 | val_loss: 0.031168 | Time: 1451.82 ms [2021-03-20 18:29:47 main:574] : INFO : Epoch 1662 | loss: 0.0311639 | val_loss: 0.0311694 | Time: 1469.16 ms [2021-03-20 18:29:48 main:574] : INFO : Epoch 1663 | loss: 0.0311624 | val_loss: 0.0311681 | Time: 1463.96 ms [2021-03-20 18:29:50 main:574] : INFO : Epoch 1664 | loss: 0.0311625 | val_loss: 0.03117 | Time: 1456.53 ms [2021-03-20 18:29:51 main:574] : INFO : Epoch 1665 | loss: 0.0311633 | val_loss: 0.0311701 | Time: 1450.72 ms [2021-03-20 18:29:53 main:574] : INFO : Epoch 1666 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 1484.37 ms [2021-03-20 18:29:54 main:574] : INFO : Epoch 1667 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 1469.75 ms [2021-03-20 18:29:56 main:574] : INFO : Epoch 1668 | loss: 0.0311634 | val_loss: 0.0311729 | Time: 1461.92 ms [2021-03-20 18:29:57 main:574] : INFO : Epoch 1669 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 1456.67 ms [2021-03-20 18:29:59 main:574] : INFO : Epoch 1670 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 1461.15 ms [2021-03-20 18:30:00 main:574] : INFO : Epoch 1671 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 1460.42 ms [2021-03-20 18:30:02 main:574] : INFO : Epoch 1672 | loss: 0.0311633 | val_loss: 0.031168 | Time: 1461.65 ms [2021-03-20 18:30:03 main:574] : INFO : Epoch 1673 | loss: 0.031162 | val_loss: 0.0311692 | Time: 1470.14 ms [2021-03-20 18:30:05 main:574] : INFO : Epoch 1674 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 1456.37 ms [2021-03-20 18:30:06 main:574] : INFO : Epoch 1675 | loss: 0.031164 | val_loss: 0.0311679 | Time: 1464.68 ms [2021-03-20 18:30:08 main:574] : INFO : Epoch 1676 | loss: 0.0311644 | val_loss: 0.0311668 | Time: 1455.34 ms [2021-03-20 18:30:09 main:574] : INFO : Epoch 1677 | loss: 0.0311649 | val_loss: 0.0311681 | Time: 1455.72 ms [2021-03-20 18:30:11 main:574] : INFO : Epoch 1678 | loss: 0.0311648 | val_loss: 0.0311689 | Time: 1456.16 ms [2021-03-20 18:30:12 main:574] : INFO : Epoch 1679 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 1479.28 ms [2021-03-20 18:30:13 main:574] : INFO : Epoch 1680 | loss: 0.0311635 | val_loss: 0.0311687 | Time: 1462.74 ms [2021-03-20 18:30:15 main:574] : INFO : Epoch 1681 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 1460.48 ms [2021-03-20 18:30:16 main:574] : INFO : Epoch 1682 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 1461.89 ms [2021-03-20 18:30:18 main:574] : INFO : Epoch 1683 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 1455.39 ms [2021-03-20 18:30:19 main:574] : INFO : Epoch 1684 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 1453.8 ms [2021-03-20 18:30:21 main:574] : INFO : Epoch 1685 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 1454.44 ms [2021-03-20 18:30:22 main:574] : INFO : Epoch 1686 | loss: 0.0311646 | val_loss: 0.0311696 | Time: 1468.85 ms [2021-03-20 18:30:24 main:574] : INFO : Epoch 1687 | loss: 0.031166 | val_loss: 0.0311682 | Time: 1458.76 ms [2021-03-20 18:30:25 main:574] : INFO : Epoch 1688 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 1454.24 ms [2021-03-20 18:30:27 main:574] : INFO : Epoch 1689 | loss: 0.0311664 | val_loss: 0.031168 | Time: 1448.67 ms [2021-03-20 18:30:28 main:574] : INFO : Epoch 1690 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 1444.82 ms [2021-03-20 18:30:30 main:574] : INFO : Epoch 1691 | loss: 0.031164 | val_loss: 0.0311685 | Time: 1459.79 ms [2021-03-20 18:30:31 main:574] : INFO : Epoch 1692 | loss: 0.0311634 | val_loss: 0.0311671 | Time: 1445.13 ms [2021-03-20 18:30:33 main:574] : INFO : Epoch 1693 | loss: 0.0311638 | val_loss: 0.0311668 | Time: 1446.47 ms [2021-03-20 18:30:34 main:574] : INFO : Epoch 1694 | loss: 0.0311663 | val_loss: 0.03117 | Time: 1449.44 ms [2021-03-20 18:30:35 main:574] : INFO : Epoch 1695 | loss: 0.0311701 | val_loss: 0.0311707 | Time: 1444.92 ms [2021-03-20 18:30:37 main:574] : INFO : Epoch 1696 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 1447.46 ms [2021-03-20 18:30:38 main:574] : INFO : Epoch 1697 | loss: 0.0311737 | val_loss: 0.0311727 | Time: 1449.15 ms [2021-03-20 18:30:40 main:574] : INFO : Epoch 1698 | loss: 0.031167 | val_loss: 0.0311684 | Time: 1447.01 ms [2021-03-20 18:30:41 main:574] : INFO : Epoch 1699 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 1446.88 ms [2021-03-20 18:30:43 main:574] : INFO : Epoch 1700 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 1446.05 ms [2021-03-20 18:30:44 main:574] : INFO : Epoch 1701 | loss: 0.031165 | val_loss: 0.0311663 | Time: 1446.07 ms [2021-03-20 18:30:46 main:574] : INFO : Epoch 1702 | loss: 0.0311655 | val_loss: 0.0311694 | Time: 1444.15 ms [2021-03-20 18:30:47 main:574] : INFO : Epoch 1703 | loss: 0.0311653 | val_loss: 0.0311707 | Time: 1442.21 ms [2021-03-20 18:30:49 main:574] : INFO : Epoch 1704 | loss: 0.0311648 | val_loss: 0.0311675 | Time: 1455.11 ms [2021-03-20 18:30:50 main:574] : INFO : Epoch 1705 | loss: 0.0311659 | val_loss: 0.0311664 | Time: 1450.25 ms [2021-03-20 18:30:51 main:574] : INFO : Epoch 1706 | loss: 0.0311649 | val_loss: 0.0311667 | Time: 1450.49 ms [2021-03-20 18:30:53 main:574] : INFO : Epoch 1707 | loss: 0.0311663 | val_loss: 0.031169 | Time: 1450.54 ms [2021-03-20 18:30:54 main:574] : INFO : Epoch 1708 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 1449.47 ms [2021-03-20 18:30:56 main:574] : INFO : Epoch 1709 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 1453.23 ms [2021-03-20 18:30:57 main:574] : INFO : Epoch 1710 | loss: 0.0311656 | val_loss: 0.0311671 | Time: 1444.46 ms [2021-03-20 18:30:59 main:574] : INFO : Epoch 1711 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 1451.29 ms [2021-03-20 18:31:00 main:574] : INFO : Epoch 1712 | loss: 0.0311644 | val_loss: 0.0311675 | Time: 1450.66 ms [2021-03-20 18:31:02 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.031174 | Time: 1452.24 ms [2021-03-20 18:31:03 main:574] : INFO : Epoch 1714 | loss: 0.0311665 | val_loss: 0.0311666 | Time: 1443.42 ms [2021-03-20 18:31:05 main:574] : INFO : Epoch 1715 | loss: 0.0311642 | val_loss: 0.0311665 | Time: 1449.87 ms [2021-03-20 18:31:06 main:574] : INFO : Epoch 1716 | loss: 0.0311628 | val_loss: 0.031167 | Time: 1445.2 ms [2021-03-20 18:31:07 main:574] : INFO : Epoch 1717 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 1443.79 ms [2021-03-20 18:31:09 main:574] : INFO : Epoch 1718 | loss: 0.0311627 | val_loss: 0.0311676 | Time: 1451.57 ms [2021-03-20 18:31:10 main:574] : INFO : Epoch 1719 | loss: 0.0311622 | val_loss: 0.0311676 | Time: 1445.08 ms [2021-03-20 18:31:12 main:574] : INFO : Epoch 1720 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 1461.72 ms [2021-03-20 18:31:13 main:574] : INFO : Epoch 1721 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 1444.66 ms [2021-03-20 18:31:15 main:574] : INFO : Epoch 1722 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1446.17 ms [2021-03-20 18:31:16 main:574] : INFO : Epoch 1723 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 1449.18 ms [2021-03-20 18:31:18 main:574] : INFO : Epoch 1724 | loss: 0.0311625 | val_loss: 0.031167 | Time: 1456.43 ms [2021-03-20 18:31:19 main:574] : INFO : Epoch 1725 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 1442.17 ms [2021-03-20 18:31:21 main:574] : INFO : Epoch 1726 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 1450.05 ms [2021-03-20 18:31:22 main:574] : INFO : Epoch 1727 | loss: 0.0311636 | val_loss: 0.031167 | Time: 1447.03 ms [2021-03-20 18:31:24 main:574] : INFO : Epoch 1728 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 1451.93 ms [2021-03-20 18:31:25 main:574] : INFO : Epoch 1729 | loss: 0.0311626 | val_loss: 0.031167 | Time: 1450.71 ms [2021-03-20 18:31:26 main:574] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 1450.81 ms [2021-03-20 18:31:28 main:574] : INFO : Epoch 1731 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 1485.08 ms [2021-03-20 18:31:29 main:574] : INFO : Epoch 1732 | loss: 0.0311667 | val_loss: 0.0311667 | Time: 1462.66 ms [2021-03-20 18:31:31 main:574] : INFO : Epoch 1733 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 1459.75 ms [2021-03-20 18:31:32 main:574] : INFO : Epoch 1734 | loss: 0.031163 | val_loss: 0.0311681 | Time: 1461.02 ms [2021-03-20 18:31:34 main:574] : INFO : Epoch 1735 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1462.88 ms [2021-03-20 18:31:35 main:574] : INFO : Epoch 1736 | loss: 0.0311625 | val_loss: 0.0311661 | Time: 1478.15 ms [2021-03-20 18:31:37 main:574] : INFO : Epoch 1737 | loss: 0.0311632 | val_loss: 0.031167 | Time: 1474.6 ms [2021-03-20 18:31:38 main:574] : INFO : Epoch 1738 | loss: 0.0311626 | val_loss: 0.0311681 | Time: 1490.18 ms [2021-03-20 18:31:40 main:574] : INFO : Epoch 1739 | loss: 0.0311625 | val_loss: 0.031167 | Time: 1461.58 ms [2021-03-20 18:31:41 main:574] : INFO : Epoch 1740 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 1510.3 ms [2021-03-20 18:31:43 main:574] : INFO : Epoch 1741 | loss: 0.0311637 | val_loss: 0.0311668 | Time: 1479.45 ms [2021-03-20 18:31:44 main:574] : INFO : Epoch 1742 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 1458.73 ms [2021-03-20 18:31:46 main:574] : INFO : Epoch 1743 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 1465.96 ms [2021-03-20 18:31:47 main:574] : INFO : Epoch 1744 | loss: 0.0311631 | val_loss: 0.0311685 | Time: 1464.74 ms [2021-03-20 18:31:49 main:574] : INFO : Epoch 1745 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 1456.83 ms [2021-03-20 18:31:50 main:574] : INFO : Epoch 1746 | loss: 0.031162 | val_loss: 0.0311689 | Time: 1456.8 ms [2021-03-20 18:31:52 main:574] : INFO : Epoch 1747 | loss: 0.0311655 | val_loss: 0.0311666 | Time: 1461.51 ms [2021-03-20 18:31:53 main:574] : INFO : Epoch 1748 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 1454.99 ms [2021-03-20 18:31:55 main:574] : INFO : Epoch 1749 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 1489.68 ms [2021-03-20 18:31:56 main:574] : INFO : Epoch 1750 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1460.69 ms [2021-03-20 18:31:57 main:574] : INFO : Epoch 1751 | loss: 0.0311675 | val_loss: 0.0311702 | Time: 1463.37 ms [2021-03-20 18:31:59 main:574] : INFO : Epoch 1752 | loss: 0.031167 | val_loss: 0.0311716 | Time: 1453.12 ms [2021-03-20 18:32:00 main:574] : INFO : Epoch 1753 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 1458.3 ms [2021-03-20 18:32:02 main:574] : INFO : Epoch 1754 | loss: 0.031164 | val_loss: 0.031168 | Time: 1457.83 ms [2021-03-20 18:32:03 main:574] : INFO : Epoch 1755 | loss: 0.0311631 | val_loss: 0.0311694 | Time: 1455.38 ms [2021-03-20 18:32:05 main:574] : INFO : Epoch 1756 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 1441.17 ms [2021-03-20 18:32:06 main:574] : INFO : Epoch 1757 | loss: 0.0311629 | val_loss: 0.0311689 | Time: 1446.88 ms [2021-03-20 18:32:08 main:574] : INFO : Epoch 1758 | loss: 0.0311624 | val_loss: 0.0311674 | Time: 1449.14 ms [2021-03-20 18:32:09 main:574] : INFO : Epoch 1759 | loss: 0.0311656 | val_loss: 0.0311681 | Time: 1444.87 ms [2021-03-20 18:32:11 main:574] : INFO : Epoch 1760 | loss: 0.0311642 | val_loss: 0.0311663 | Time: 1459.3 ms [2021-03-20 18:32:12 main:574] : INFO : Epoch 1761 | loss: 0.0311637 | val_loss: 0.0311665 | Time: 1460.95 ms [2021-03-20 18:32:14 main:574] : INFO : Epoch 1762 | loss: 0.0311632 | val_loss: 0.0311682 | Time: 1447.97 ms [2021-03-20 18:32:15 main:574] : INFO : Epoch 1763 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 1451.82 ms [2021-03-20 18:32:17 main:574] : INFO : Epoch 1764 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 1454.47 ms [2021-03-20 18:32:18 main:574] : INFO : Epoch 1765 | loss: 0.0311641 | val_loss: 0.0311667 | Time: 1464.47 ms [2021-03-20 18:32:19 main:574] : INFO : Epoch 1766 | loss: 0.0311653 | val_loss: 0.0311681 | Time: 1459.77 ms [2021-03-20 18:32:21 main:574] : INFO : Epoch 1767 | loss: 0.0311626 | val_loss: 0.0311676 | Time: 1490.21 ms [2021-03-20 18:32:22 main:574] : INFO : Epoch 1768 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 1464.99 ms [2021-03-20 18:32:24 main:574] : INFO : Epoch 1769 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 1460.16 ms [2021-03-20 18:32:25 main:574] : INFO : Epoch 1770 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 1458.39 ms [2021-03-20 18:32:27 main:574] : INFO : Epoch 1771 | loss: 0.0311652 | val_loss: 0.0311702 | Time: 1468.5 ms [2021-03-20 18:32:28 main:574] : INFO : Epoch 1772 | loss: 0.0311642 | val_loss: 0.0311663 | Time: 1456.84 ms [2021-03-20 18:32:30 main:574] : INFO : Epoch 1773 | loss: 0.0311633 | val_loss: 0.0311662 | Time: 1466.11 ms [2021-03-20 18:32:31 main:574] : INFO : Epoch 1774 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1474.83 ms [2021-03-20 18:32:33 main:574] : INFO : Epoch 1775 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 1486.57 ms [2021-03-20 18:32:34 main:574] : INFO : Epoch 1776 | loss: 0.0311637 | val_loss: 0.0311672 | Time: 1484.8 ms [2021-03-20 18:32:36 main:574] : INFO : Epoch 1777 | loss: 0.0311645 | val_loss: 0.0311674 | Time: 1452.81 ms [2021-03-20 18:32:37 main:574] : INFO : Epoch 1778 | loss: 0.0311639 | val_loss: 0.031167 | Time: 1490.87 ms [2021-03-20 18:32:39 main:574] : INFO : Epoch 1779 | loss: 0.0311638 | val_loss: 0.0311663 | Time: 1461.99 ms [2021-03-20 18:32:40 main:574] : INFO : Epoch 1780 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 1457.58 ms [2021-03-20 18:32:42 main:574] : INFO : Epoch 1781 | loss: 0.0311629 | val_loss: 0.0311665 | Time: 1466.14 ms [2021-03-20 18:32:43 main:574] : INFO : Epoch 1782 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 1462.58 ms [2021-03-20 18:32:45 main:574] : INFO : Epoch 1783 | loss: 0.0311647 | val_loss: 0.031169 | Time: 1472.45 ms [2021-03-20 18:32:46 main:574] : INFO : Epoch 1784 | loss: 0.0311646 | val_loss: 0.0311693 | Time: 1457.33 ms [2021-03-20 18:32:47 main:574] : INFO : Epoch 1785 | loss: 0.031165 | val_loss: 0.0311672 | Time: 1456.2 ms [2021-03-20 18:32:49 main:574] : INFO : Epoch 1786 | loss: 0.0311626 | val_loss: 0.0311664 | Time: 1457.66 ms [2021-03-20 18:32:50 main:574] : INFO : Epoch 1787 | loss: 0.0311628 | val_loss: 0.0311668 | Time: 1465.23 ms [2021-03-20 18:32:52 main:574] : INFO : Epoch 1788 | loss: 0.0311625 | val_loss: 0.0311681 | Time: 1463.25 ms [2021-03-20 18:32:53 main:574] : INFO : Epoch 1789 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 1455.16 ms [2021-03-20 18:32:55 main:574] : INFO : Epoch 1790 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 1473.41 ms [2021-03-20 18:32:56 main:574] : INFO : Epoch 1791 | loss: 0.031164 | val_loss: 0.0311683 | Time: 1463.81 ms [2021-03-20 18:32:58 main:574] : INFO : Epoch 1792 | loss: 0.031166 | val_loss: 0.0311708 | Time: 1470.04 ms [2021-03-20 18:32:59 main:574] : INFO : Epoch 1793 | loss: 0.0311628 | val_loss: 0.0311665 | Time: 1457 ms [2021-03-20 18:33:01 main:574] : INFO : Epoch 1794 | loss: 0.0311625 | val_loss: 0.0311655 | Time: 1475.91 ms [2021-03-20 18:33:02 main:574] : INFO : Epoch 1795 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 1457.2 ms [2021-03-20 18:33:04 main:574] : INFO : Epoch 1796 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 1471.15 ms [2021-03-20 18:33:05 main:574] : INFO : Epoch 1797 | loss: 0.0311658 | val_loss: 0.0311673 | Time: 1469.86 ms [2021-03-20 18:33:07 main:574] : INFO : Epoch 1798 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 1470.74 ms [2021-03-20 18:33:08 main:574] : INFO : Epoch 1799 | loss: 0.0311636 | val_loss: 0.031168 | Time: 1462.21 ms [2021-03-20 18:33:10 main:574] : INFO : Epoch 1800 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 1454.42 ms [2021-03-20 18:33:11 main:574] : INFO : Epoch 1801 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 1477.62 ms [2021-03-20 18:33:13 main:574] : INFO : Epoch 1802 | loss: 0.0311625 | val_loss: 0.031168 | Time: 1469.81 ms [2021-03-20 18:33:14 main:574] : INFO : Epoch 1803 | loss: 0.0311623 | val_loss: 0.0311659 | Time: 1463.69 ms [2021-03-20 18:33:16 main:574] : INFO : Epoch 1804 | loss: 0.0311623 | val_loss: 0.0311662 | Time: 1460 ms [2021-03-20 18:33:17 main:574] : INFO : Epoch 1805 | loss: 0.0311624 | val_loss: 0.0311676 | Time: 1446.19 ms [2021-03-20 18:33:18 main:574] : INFO : Epoch 1806 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 1447.39 ms [2021-03-20 18:33:20 main:574] : INFO : Epoch 1807 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 1457.92 ms [2021-03-20 18:33:21 main:574] : INFO : Epoch 1808 | loss: 0.031167 | val_loss: 0.0311693 | Time: 1515.05 ms [2021-03-20 18:33:23 main:574] : INFO : Epoch 1809 | loss: 0.0311671 | val_loss: 0.0311699 | Time: 1544.85 ms [2021-03-20 18:33:24 main:574] : INFO : Epoch 1810 | loss: 0.0311652 | val_loss: 0.0311673 | Time: 1484.71 ms [2021-03-20 18:33:26 main:574] : INFO : Epoch 1811 | loss: 0.0311645 | val_loss: 0.0311679 | Time: 1475.65 ms [2021-03-20 18:33:27 main:574] : INFO : Epoch 1812 | loss: 0.0311634 | val_loss: 0.0311658 | Time: 1453.56 ms [2021-03-20 18:33:29 main:574] : INFO : Epoch 1813 | loss: 0.0311634 | val_loss: 0.0311662 | Time: 1461.28 ms [2021-03-20 18:33:30 main:574] : INFO : Epoch 1814 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 1453.95 ms [2021-03-20 18:33:32 main:574] : INFO : Epoch 1815 | loss: 0.0311631 | val_loss: 0.0311674 | Time: 1466.05 ms [2021-03-20 18:33:33 main:574] : INFO : Epoch 1816 | loss: 0.0311626 | val_loss: 0.0311682 | Time: 1457.59 ms [2021-03-20 18:33:35 main:574] : INFO : Epoch 1817 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 1448.59 ms [2021-03-20 18:33:36 main:574] : INFO : Epoch 1818 | loss: 0.031163 | val_loss: 0.0311661 | Time: 1486.1 ms [2021-03-20 18:33:38 main:574] : INFO : Epoch 1819 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 1474.53 ms [2021-03-20 18:33:39 main:574] : INFO : Epoch 1820 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 1461.57 ms [2021-03-20 18:33:41 main:574] : INFO : Epoch 1821 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 1467.9 ms [2021-03-20 18:33:42 main:574] : INFO : Epoch 1822 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 1461.44 ms [2021-03-20 18:33:44 main:574] : INFO : Epoch 1823 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 1460.18 ms [2021-03-20 18:33:45 main:574] : INFO : Epoch 1824 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 1498.08 ms [2021-03-20 18:33:47 main:574] : INFO : Epoch 1825 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 1480.64 ms [2021-03-20 18:33:48 main:574] : INFO : Epoch 1826 | loss: 0.031164 | val_loss: 0.0311668 | Time: 1464.94 ms [2021-03-20 18:33:50 main:574] : INFO : Epoch 1827 | loss: 0.0311638 | val_loss: 0.0311798 | Time: 1460.5 ms [2021-03-20 18:33:51 main:574] : INFO : Epoch 1828 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 1499.41 ms [2021-03-20 18:33:52 main:574] : INFO : Epoch 1829 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 1452.04 ms [2021-03-20 18:33:54 main:574] : INFO : Epoch 1830 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 1450.27 ms [2021-03-20 18:33:55 main:574] : INFO : Epoch 1831 | loss: 0.0311625 | val_loss: 0.0311667 | Time: 1464.36 ms [2021-03-20 18:33:57 main:574] : INFO : Epoch 1832 | loss: 0.031163 | val_loss: 0.0311662 | Time: 1463.37 ms [2021-03-20 18:33:58 main:574] : INFO : Epoch 1833 | loss: 0.0311632 | val_loss: 0.0311695 | Time: 1459.75 ms [2021-03-20 18:34:00 main:574] : INFO : Epoch 1834 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 1447.13 ms [2021-03-20 18:34:01 main:574] : INFO : Epoch 1835 | loss: 0.0311624 | val_loss: 0.0311677 | Time: 1458.15 ms [2021-03-20 18:34:03 main:574] : INFO : Epoch 1836 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 1445.74 ms [2021-03-20 18:34:04 main:574] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 1446.73 ms [2021-03-20 18:34:06 main:574] : INFO : Epoch 1838 | loss: 0.0311634 | val_loss: 0.0311679 | Time: 1452.69 ms [2021-03-20 18:34:07 main:574] : INFO : Epoch 1839 | loss: 0.0311659 | val_loss: 0.0311676 | Time: 1444 ms [2021-03-20 18:34:09 main:574] : INFO : Epoch 1840 | loss: 0.0311628 | val_loss: 0.0311667 | Time: 1441.46 ms [2021-03-20 18:34:10 main:574] : INFO : Epoch 1841 | loss: 0.0311623 | val_loss: 0.0311695 | Time: 1455.6 ms [2021-03-20 18:34:12 main:574] : INFO : Epoch 1842 | loss: 0.031163 | val_loss: 0.0311671 | Time: 1452.38 ms [2021-03-20 18:34:13 main:574] : INFO : Epoch 1843 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 1446.11 ms [2021-03-20 18:34:14 main:574] : INFO : Epoch 1844 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 1442.44 ms [2021-03-20 18:34:16 main:574] : INFO : Epoch 1845 | loss: 0.0311659 | val_loss: 0.0311688 | Time: 1444.21 ms [2021-03-20 18:34:17 main:574] : INFO : Epoch 1846 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 1443.49 ms [2021-03-20 18:34:19 main:574] : INFO : Epoch 1847 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 1451.01 ms [2021-03-20 18:34:20 main:574] : INFO : Epoch 1848 | loss: 0.031161 | val_loss: 0.0311681 | Time: 1452.68 ms [2021-03-20 18:34:22 main:574] : INFO : Epoch 1849 | loss: 0.0311619 | val_loss: 0.0311678 | Time: 1449.44 ms [2021-03-20 18:34:23 main:574] : INFO : Epoch 1850 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 1453.82 ms [2021-03-20 18:34:25 main:574] : INFO : Epoch 1851 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 1464.28 ms [2021-03-20 18:34:26 main:574] : INFO : Epoch 1852 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 1462.07 ms [2021-03-20 18:34:28 main:574] : INFO : Epoch 1853 | loss: 0.0311619 | val_loss: 0.0311673 | Time: 1457.25 ms [2021-03-20 18:34:29 main:574] : INFO : Epoch 1854 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 1461.37 ms [2021-03-20 18:34:31 main:574] : INFO : Epoch 1855 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 1461.2 ms [2021-03-20 18:34:32 main:574] : INFO : Epoch 1856 | loss: 0.0311614 | val_loss: 0.0311666 | Time: 1521.29 ms [2021-03-20 18:34:34 main:574] : INFO : Epoch 1857 | loss: 0.0311618 | val_loss: 0.0311696 | Time: 1474.14 ms [2021-03-20 18:34:35 main:574] : INFO : Epoch 1858 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 1452.86 ms [2021-03-20 18:34:36 main:574] : INFO : Epoch 1859 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 1452.18 ms [2021-03-20 18:34:38 main:574] : INFO : Epoch 1860 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 1454.4 ms [2021-03-20 18:34:39 main:574] : INFO : Epoch 1861 | loss: 0.0311787 | val_loss: 0.0311762 | Time: 1460.89 ms [2021-03-20 18:34:41 main:574] : INFO : Epoch 1862 | loss: 0.0311756 | val_loss: 0.0311752 | Time: 1463.31 ms [2021-03-20 18:34:42 main:574] : INFO : Epoch 1863 | loss: 0.0311717 | val_loss: 0.0311704 | Time: 1463.41 ms [2021-03-20 18:34:44 main:574] : INFO : Epoch 1864 | loss: 0.0311715 | val_loss: 0.031172 | Time: 1467.17 ms [2021-03-20 18:34:45 main:574] : INFO : Epoch 1865 | loss: 0.031171 | val_loss: 0.031171 | Time: 1469.61 ms [2021-03-20 18:34:47 main:574] : INFO : Epoch 1866 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 1465.98 ms [2021-03-20 18:34:48 main:574] : INFO : Epoch 1867 | loss: 0.0311684 | val_loss: 0.0311676 | Time: 1533.28 ms [2021-03-20 18:34:50 main:574] : INFO : Epoch 1868 | loss: 0.0311671 | val_loss: 0.0311673 | Time: 1452.92 ms [2021-03-20 18:34:51 main:574] : INFO : Epoch 1869 | loss: 0.031167 | val_loss: 0.0311688 | Time: 1482.64 ms [2021-03-20 18:34:53 main:574] : INFO : Epoch 1870 | loss: 0.031167 | val_loss: 0.031168 | Time: 1552.19 ms [2021-03-20 18:34:54 main:574] : INFO : Epoch 1871 | loss: 0.0311661 | val_loss: 0.03117 | Time: 1508.07 ms [2021-03-20 18:34:56 main:574] : INFO : Epoch 1872 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 1504.55 ms [2021-03-20 18:34:57 main:574] : INFO : Epoch 1873 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 1497.79 ms [2021-03-20 18:34:59 main:574] : INFO : Epoch 1874 | loss: 0.0311655 | val_loss: 0.031168 | Time: 1534.48 ms [2021-03-20 18:35:00 main:574] : INFO : Epoch 1875 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 1491.68 ms [2021-03-20 18:35:02 main:574] : INFO : Epoch 1876 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 1478.6 ms [2021-03-20 18:35:03 main:574] : INFO : Epoch 1877 | loss: 0.0311667 | val_loss: 0.0311682 | Time: 1475.14 ms [2021-03-20 18:35:05 main:574] : INFO : Epoch 1878 | loss: 0.0311645 | val_loss: 0.031167 | Time: 1518.02 ms [2021-03-20 18:35:06 main:574] : INFO : Epoch 1879 | loss: 0.0311762 | val_loss: 0.0313405 | Time: 1500.83 ms [2021-03-20 18:35:08 main:574] : INFO : Epoch 1880 | loss: 0.033664 | val_loss: 0.0344746 | Time: 1470.99 ms [2021-03-20 18:35:09 main:574] : INFO : Epoch 1881 | loss: 0.0321048 | val_loss: 0.0313592 | Time: 1458.73 ms [2021-03-20 18:35:11 main:574] : INFO : Epoch 1882 | loss: 0.0313117 | val_loss: 0.0312481 | Time: 1454.22 ms [2021-03-20 18:35:12 main:574] : INFO : Epoch 1883 | loss: 0.0312009 | val_loss: 0.031185 | Time: 1461.9 ms [2021-03-20 18:35:14 main:574] : INFO : Epoch 1884 | loss: 0.0311812 | val_loss: 0.0311753 | Time: 1506.75 ms [2021-03-20 18:35:15 main:574] : INFO : Epoch 1885 | loss: 0.0311744 | val_loss: 0.0311734 | Time: 1479.82 ms [2021-03-20 18:35:17 main:574] : INFO : Epoch 1886 | loss: 0.0311721 | val_loss: 0.0311716 | Time: 1468.88 ms [2021-03-20 18:35:18 main:574] : INFO : Epoch 1887 | loss: 0.0311707 | val_loss: 0.0311705 | Time: 1460.4 ms [2021-03-20 18:35:20 main:574] : INFO : Epoch 1888 | loss: 0.0311702 | val_loss: 0.0311705 | Time: 1503.81 ms [2021-03-20 18:35:21 main:574] : INFO : Epoch 1889 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 1448.7 ms [2021-03-20 18:35:23 main:574] : INFO : Epoch 1890 | loss: 0.0311691 | val_loss: 0.0311699 | Time: 1460.2 ms [2021-03-20 18:35:24 main:574] : INFO : Epoch 1891 | loss: 0.0311687 | val_loss: 0.0311698 | Time: 1453.14 ms [2021-03-20 18:35:26 main:574] : INFO : Epoch 1892 | loss: 0.0311685 | val_loss: 0.0311704 | Time: 1458.73 ms [2021-03-20 18:35:27 main:574] : INFO : Epoch 1893 | loss: 0.0311686 | val_loss: 0.0311698 | Time: 1453.04 ms [2021-03-20 18:35:29 main:574] : INFO : Epoch 1894 | loss: 0.0311678 | val_loss: 0.0311692 | Time: 1455.75 ms [2021-03-20 18:35:30 main:574] : INFO : Epoch 1895 | loss: 0.0311679 | val_loss: 0.0311679 | Time: 1452.46 ms [2021-03-20 18:35:31 main:574] : INFO : Epoch 1896 | loss: 0.0311677 | val_loss: 0.0311688 | Time: 1449.92 ms [2021-03-20 18:35:33 main:574] : INFO : Epoch 1897 | loss: 0.0311669 | val_loss: 0.0311677 | Time: 1452.16 ms [2021-03-20 18:35:34 main:574] : INFO : Epoch 1898 | loss: 0.0311668 | val_loss: 0.0311678 | Time: 1503.41 ms [2021-03-20 18:35:36 main:574] : INFO : Epoch 1899 | loss: 0.0311667 | val_loss: 0.0311673 | Time: 1498 ms [2021-03-20 18:35:37 main:574] : INFO : Epoch 1900 | loss: 0.0311664 | val_loss: 0.0311678 | Time: 1449.86 ms [2021-03-20 18:35:39 main:574] : INFO : Epoch 1901 | loss: 0.0311661 | val_loss: 0.0311679 | Time: 1455.05 ms [2021-03-20 18:35:40 main:574] : INFO : Epoch 1902 | loss: 0.0311664 | val_loss: 0.0311678 | Time: 1460.88 ms [2021-03-20 18:35:42 main:574] : INFO : Epoch 1903 | loss: 0.0311661 | val_loss: 0.0311675 | Time: 1454.79 ms [2021-03-20 18:35:43 main:574] : INFO : Epoch 1904 | loss: 0.031166 | val_loss: 0.0311679 | Time: 1447.49 ms [2021-03-20 18:35:45 main:574] : INFO : Epoch 1905 | loss: 0.0311658 | val_loss: 0.0311669 | Time: 1452.88 ms [2021-03-20 18:35:46 main:574] : INFO : Epoch 1906 | loss: 0.0311655 | val_loss: 0.0311671 | Time: 1455.35 ms [2021-03-20 18:35:48 main:574] : INFO : Epoch 1907 | loss: 0.0311654 | val_loss: 0.0311669 | Time: 1454.45 ms [2021-03-20 18:35:49 main:574] : INFO : Epoch 1908 | loss: 0.0311657 | val_loss: 0.0311666 | Time: 1447.26 ms [2021-03-20 18:35:51 main:574] : INFO : Epoch 1909 | loss: 0.0311654 | val_loss: 0.0311667 | Time: 1460.82 ms [2021-03-20 18:35:52 main:574] : INFO : Epoch 1910 | loss: 0.0311659 | val_loss: 0.031167 | Time: 1449.96 ms [2021-03-20 18:35:53 main:574] : INFO : Epoch 1911 | loss: 0.0311657 | val_loss: 0.031167 | Time: 1452.01 ms [2021-03-20 18:35:55 main:574] : INFO : Epoch 1912 | loss: 0.0311659 | val_loss: 0.0311664 | Time: 1451.6 ms [2021-03-20 18:35:56 main:574] : INFO : Epoch 1913 | loss: 0.031165 | val_loss: 0.0311671 | Time: 1452.12 ms [2021-03-20 18:35:58 main:574] : INFO : Epoch 1914 | loss: 0.0311657 | val_loss: 0.0311665 | Time: 1452.92 ms [2021-03-20 18:35:59 main:574] : INFO : Epoch 1915 | loss: 0.0311654 | val_loss: 0.0311672 | Time: 1448.76 ms [2021-03-20 18:36:01 main:574] : INFO : Epoch 1916 | loss: 0.0311668 | val_loss: 0.0311681 | Time: 1468.49 ms [2021-03-20 18:36:02 main:574] : INFO : Epoch 1917 | loss: 0.031166 | val_loss: 0.0311663 | Time: 1470.98 ms [2021-03-20 18:36:04 main:574] : INFO : Epoch 1918 | loss: 0.031165 | val_loss: 0.0311664 | Time: 1458.76 ms [2021-03-20 18:36:05 main:574] : INFO : Epoch 1919 | loss: 0.0311647 | val_loss: 0.0311659 | Time: 1449.99 ms [2021-03-20 18:36:07 main:574] : INFO : Epoch 1920 | loss: 0.0311653 | val_loss: 0.0311666 | Time: 1454.82 ms [2021-03-20 18:36:08 main:574] : INFO : Epoch 1921 | loss: 0.0311654 | val_loss: 0.031167 | Time: 1455.75 ms [2021-03-20 18:36:10 main:574] : INFO : Epoch 1922 | loss: 0.0311646 | val_loss: 0.031166 | Time: 1456.33 ms [2021-03-20 18:36:11 main:574] : INFO : Epoch 1923 | loss: 0.0311647 | val_loss: 0.0311662 | Time: 1450.27 ms [2021-03-20 18:36:13 main:574] : INFO : Epoch 1924 | loss: 0.0311654 | val_loss: 0.031167 | Time: 1450.38 ms [2021-03-20 18:36:14 main:574] : INFO : Epoch 1925 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 1454.47 ms [2021-03-20 18:36:15 main:574] : INFO : Epoch 1926 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 1480.48 ms [2021-03-20 18:36:17 main:574] : INFO : Epoch 1927 | loss: 0.0311651 | val_loss: 0.0311669 | Time: 1455.96 ms [2021-03-20 18:36:18 main:574] : INFO : Epoch 1928 | loss: 0.0311647 | val_loss: 0.0311659 | Time: 1451.56 ms [2021-03-20 18:36:20 main:574] : INFO : Epoch 1929 | loss: 0.0311643 | val_loss: 0.0311661 | Time: 1467.76 ms [2021-03-20 18:36:21 main:574] : INFO : Epoch 1930 | loss: 0.0311648 | val_loss: 0.0311673 | Time: 1454.23 ms [2021-03-20 18:36:23 main:574] : INFO : Epoch 1931 | loss: 0.0311652 | val_loss: 0.0311672 | Time: 1450.94 ms [2021-03-20 18:36:24 main:574] : INFO : Epoch 1932 | loss: 0.0311645 | val_loss: 0.0311664 | Time: 1453.28 ms [2021-03-20 18:36:26 main:574] : INFO : Epoch 1933 | loss: 0.0311642 | val_loss: 0.0311659 | Time: 1455.92 ms [2021-03-20 18:36:27 main:574] : INFO : Epoch 1934 | loss: 0.031165 | val_loss: 0.0311665 | Time: 1451.94 ms [2021-03-20 18:36:29 main:574] : INFO : Epoch 1935 | loss: 0.0311658 | val_loss: 0.031168 | Time: 1452.11 ms [2021-03-20 18:36:30 main:574] : INFO : Epoch 1936 | loss: 0.0311652 | val_loss: 0.0311667 | Time: 1458.7 ms [2021-03-20 18:36:32 main:574] : INFO : Epoch 1937 | loss: 0.0311644 | val_loss: 0.0311661 | Time: 1454.44 ms [2021-03-20 18:36:33 main:574] : INFO : Epoch 1938 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 1458.63 ms [2021-03-20 18:36:34 main:574] : INFO : Epoch 1939 | loss: 0.0311641 | val_loss: 0.0311669 | Time: 1454.7 ms [2021-03-20 18:36:36 main:574] : INFO : Epoch 1940 | loss: 0.031164 | val_loss: 0.0311714 | Time: 1448.16 ms [2021-03-20 18:36:37 main:574] : INFO : Epoch 1941 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 1460.47 ms [2021-03-20 18:36:39 main:574] : INFO : Epoch 1942 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 1467.28 ms [2021-03-20 18:36:40 main:574] : INFO : Epoch 1943 | loss: 0.0311642 | val_loss: 0.0311662 | Time: 1452.93 ms [2021-03-20 18:36:42 main:574] : INFO : Epoch 1944 | loss: 0.0311644 | val_loss: 0.031167 | Time: 1461.93 ms [2021-03-20 18:36:43 main:574] : INFO : Epoch 1945 | loss: 0.0311644 | val_loss: 0.0311655 | Time: 1448.37 ms [2021-03-20 18:36:45 main:574] : INFO : Epoch 1946 | loss: 0.0311648 | val_loss: 0.0311661 | Time: 1457.14 ms [2021-03-20 18:36:46 main:574] : INFO : Epoch 1947 | loss: 0.0311644 | val_loss: 0.0311654 | Time: 1458 ms [2021-03-20 18:36:48 main:574] : INFO : Epoch 1948 | loss: 0.0311664 | val_loss: 0.0311667 | Time: 1464.96 ms [2021-03-20 18:36:49 main:574] : INFO : Epoch 1949 | loss: 0.0311658 | val_loss: 0.031166 | Time: 1467.24 ms [2021-03-20 18:36:51 main:574] : INFO : Epoch 1950 | loss: 0.0311657 | val_loss: 0.0311679 | Time: 1457.28 ms [2021-03-20 18:36:52 main:574] : INFO : Epoch 1951 | loss: 0.0311664 | val_loss: 0.0311668 | Time: 1457.1 ms [2021-03-20 18:36:54 main:574] : INFO : Epoch 1952 | loss: 0.031165 | val_loss: 0.0311671 | Time: 1447.75 ms [2021-03-20 18:36:55 main:574] : INFO : Epoch 1953 | loss: 0.0311647 | val_loss: 0.0311661 | Time: 1453.95 ms [2021-03-20 18:36:57 main:574] : INFO : Epoch 1954 | loss: 0.0311646 | val_loss: 0.0311653 | Time: 1461.23 ms [2021-03-20 18:36:58 main:574] : INFO : Epoch 1955 | loss: 0.0311639 | val_loss: 0.0311658 | Time: 1467.51 ms [2021-03-20 18:36:59 main:574] : INFO : Epoch 1956 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 1451.87 ms [2021-03-20 18:37:01 main:574] : INFO : Epoch 1957 | loss: 0.0311642 | val_loss: 0.0311654 | Time: 1465.1 ms [2021-03-20 18:37:03 main:574] : INFO : Epoch 1958 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 1597.38 ms [2021-03-20 18:37:04 main:574] : INFO : Epoch 1959 | loss: 0.0311636 | val_loss: 0.0311673 | Time: 1501.2 ms [2021-03-20 18:37:06 main:574] : INFO : Epoch 1960 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 1538.66 ms [2021-03-20 18:37:07 main:574] : INFO : Epoch 1961 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 1460.5 ms [2021-03-20 18:37:09 main:574] : INFO : Epoch 1962 | loss: 0.0311643 | val_loss: 0.0311668 | Time: 1505.96 ms [2021-03-20 18:37:10 main:574] : INFO : Epoch 1963 | loss: 0.0311644 | val_loss: 0.0311655 | Time: 1458.57 ms [2021-03-20 18:37:11 main:574] : INFO : Epoch 1964 | loss: 0.0311635 | val_loss: 0.0311674 | Time: 1465.01 ms [2021-03-20 18:37:13 main:574] : INFO : Epoch 1965 | loss: 0.0311645 | val_loss: 0.0311656 | Time: 1494.49 ms [2021-03-20 18:37:14 main:574] : INFO : Epoch 1966 | loss: 0.0311638 | val_loss: 0.0311668 | Time: 1487.36 ms [2021-03-20 18:37:16 main:574] : INFO : Epoch 1967 | loss: 0.0311642 | val_loss: 0.0311661 | Time: 1453.53 ms [2021-03-20 18:37:17 main:574] : INFO : Epoch 1968 | loss: 0.0311655 | val_loss: 0.031168 | Time: 1451.9 ms [2021-03-20 18:37:19 main:574] : INFO : Epoch 1969 | loss: 0.0311673 | val_loss: 0.0311683 | Time: 1450.76 ms [2021-03-20 18:37:20 main:574] : INFO : Epoch 1970 | loss: 0.0311656 | val_loss: 0.0311679 | Time: 1448.65 ms [2021-03-20 18:37:22 main:574] : INFO : Epoch 1971 | loss: 0.0311659 | val_loss: 0.0311682 | Time: 1449.69 ms [2021-03-20 18:37:23 main:574] : INFO : Epoch 1972 | loss: 0.0311661 | val_loss: 0.0311678 | Time: 1447.17 ms [2021-03-20 18:37:25 main:574] : INFO : Epoch 1973 | loss: 0.0311647 | val_loss: 0.0311687 | Time: 1446.89 ms [2021-03-20 18:37:26 main:574] : INFO : Epoch 1974 | loss: 0.0311658 | val_loss: 0.0311681 | Time: 1443.99 ms [2021-03-20 18:37:28 main:574] : INFO : Epoch 1975 | loss: 0.0311669 | val_loss: 0.0311666 | Time: 1446.32 ms [2021-03-20 18:37:29 main:574] : INFO : Epoch 1976 | loss: 0.031168 | val_loss: 0.0311682 | Time: 1455.25 ms [2021-03-20 18:37:31 main:574] : INFO : Epoch 1977 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 1451.21 ms [2021-03-20 18:37:32 main:574] : INFO : Epoch 1978 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 1450.41 ms [2021-03-20 18:37:33 main:574] : INFO : Epoch 1979 | loss: 0.0311657 | val_loss: 0.0311681 | Time: 1469.4 ms [2021-03-20 18:37:35 main:574] : INFO : Epoch 1980 | loss: 0.031166 | val_loss: 0.0311733 | Time: 1466.2 ms [2021-03-20 18:37:36 main:574] : INFO : Epoch 1981 | loss: 0.0311661 | val_loss: 0.0311676 | Time: 1462.32 ms [2021-03-20 18:37:38 main:574] : INFO : Epoch 1982 | loss: 0.031166 | val_loss: 0.0311696 | Time: 1453.08 ms [2021-03-20 18:37:39 main:574] : INFO : Epoch 1983 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 1449.92 ms [2021-03-20 18:37:41 main:574] : INFO : Epoch 1984 | loss: 0.031166 | val_loss: 0.03117 | Time: 1446.18 ms [2021-03-20 18:37:42 main:574] : INFO : Epoch 1985 | loss: 0.0311656 | val_loss: 0.0311666 | Time: 1446.67 ms [2021-03-20 18:37:44 main:574] : INFO : Epoch 1986 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 1450.09 ms [2021-03-20 18:37:45 main:574] : INFO : Epoch 1987 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1443.56 ms [2021-03-20 18:37:47 main:574] : INFO : Epoch 1988 | loss: 0.031165 | val_loss: 0.0311678 | Time: 1443 ms [2021-03-20 18:37:48 main:574] : INFO : Epoch 1989 | loss: 0.0311657 | val_loss: 0.0311674 | Time: 1447.28 ms [2021-03-20 18:37:50 main:574] : INFO : Epoch 1990 | loss: 0.031166 | val_loss: 0.0311698 | Time: 1443.88 ms [2021-03-20 18:37:51 main:574] : INFO : Epoch 1991 | loss: 0.0311643 | val_loss: 0.031167 | Time: 1446.68 ms [2021-03-20 18:37:52 main:574] : INFO : Epoch 1992 | loss: 0.0311648 | val_loss: 0.0311683 | Time: 1447.66 ms [2021-03-20 18:37:54 main:574] : INFO : Epoch 1993 | loss: 0.0311653 | val_loss: 0.0311696 | Time: 1450.33 ms [2021-03-20 18:37:55 main:574] : INFO : Epoch 1994 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 1446.36 ms [2021-03-20 18:37:57 main:574] : INFO : Epoch 1995 | loss: 0.0311651 | val_loss: 0.0311697 | Time: 1446.98 ms [2021-03-20 18:37:58 main:574] : INFO : Epoch 1996 | loss: 0.0311643 | val_loss: 0.0311684 | Time: 1449.16 ms [2021-03-20 18:38:00 main:574] : INFO : Epoch 1997 | loss: 0.0311634 | val_loss: 0.031168 | Time: 1447.36 ms [2021-03-20 18:38:01 main:574] : INFO : Epoch 1998 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 1451.91 ms [2021-03-20 18:38:03 main:574] : INFO : Epoch 1999 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 1455.77 ms [2021-03-20 18:38:04 main:574] : INFO : Epoch 2000 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 1453.51 ms [2021-03-20 18:38:06 main:574] : INFO : Epoch 2001 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 1443.86 ms [2021-03-20 18:38:07 main:574] : INFO : Epoch 2002 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 1443.71 ms [2021-03-20 18:38:08 main:574] : INFO : Epoch 2003 | loss: 0.0311641 | val_loss: 0.0311676 | Time: 1451.17 ms [2021-03-20 18:38:10 main:574] : INFO : Epoch 2004 | loss: 0.0311652 | val_loss: 0.0311677 | Time: 1459.06 ms [2021-03-20 18:38:11 main:574] : INFO : Epoch 2005 | loss: 0.0311659 | val_loss: 0.0311671 | Time: 1444.7 ms [2021-03-20 18:38:13 main:574] : INFO : Epoch 2006 | loss: 0.0311653 | val_loss: 0.0311671 | Time: 1456 ms [2021-03-20 18:38:14 main:574] : INFO : Epoch 2007 | loss: 0.0311654 | val_loss: 0.0311665 | Time: 1455.03 ms [2021-03-20 18:38:16 main:574] : INFO : Epoch 2008 | loss: 0.0311637 | val_loss: 0.031167 | Time: 1451.1 ms [2021-03-20 18:38:17 main:574] : INFO : Epoch 2009 | loss: 0.0311635 | val_loss: 0.0311675 | Time: 1454.2 ms [2021-03-20 18:38:19 main:574] : INFO : Epoch 2010 | loss: 0.0311643 | val_loss: 0.0311682 | Time: 1455.32 ms [2021-03-20 18:38:20 main:574] : INFO : Epoch 2011 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 1446.61 ms [2021-03-20 18:38:22 main:574] : INFO : Epoch 2012 | loss: 0.0311645 | val_loss: 0.0311672 | Time: 1447.46 ms [2021-03-20 18:38:23 main:574] : INFO : Epoch 2013 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 1446.77 ms [2021-03-20 18:38:25 main:574] : INFO : Epoch 2014 | loss: 0.031164 | val_loss: 0.0311684 | Time: 1446.12 ms [2021-03-20 18:38:26 main:574] : INFO : Epoch 2015 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 1448.13 ms [2021-03-20 18:38:27 main:574] : INFO : Epoch 2016 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 1446.58 ms [2021-03-20 18:38:29 main:574] : INFO : Epoch 2017 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 1448.02 ms [2021-03-20 18:38:30 main:574] : INFO : Epoch 2018 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 1455.17 ms [2021-03-20 18:38:32 main:574] : INFO : Epoch 2019 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 1454.68 ms [2021-03-20 18:38:33 main:574] : INFO : Epoch 2020 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1448.77 ms [2021-03-20 18:38:35 main:574] : INFO : Epoch 2021 | loss: 0.031164 | val_loss: 0.0311679 | Time: 1464.5 ms [2021-03-20 18:38:36 main:574] : INFO : Epoch 2022 | loss: 0.0311636 | val_loss: 0.0311677 | Time: 1445.05 ms [2021-03-20 18:38:38 main:574] : INFO : Epoch 2023 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 1450.91 ms [2021-03-20 18:38:39 main:574] : INFO : Epoch 2024 | loss: 0.0311642 | val_loss: 0.0311687 | Time: 1448.62 ms [2021-03-20 18:38:41 main:574] : INFO : Epoch 2025 | loss: 0.0311662 | val_loss: 0.0311678 | Time: 1458.04 ms [2021-03-20 18:38:42 main:574] : INFO : Epoch 2026 | loss: 0.0311644 | val_loss: 0.0311692 | Time: 1446.91 ms [2021-03-20 18:38:44 main:574] : INFO : Epoch 2027 | loss: 0.031165 | val_loss: 0.0311669 | Time: 1450.51 ms [2021-03-20 18:38:45 main:574] : INFO : Epoch 2028 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 1451.25 ms [2021-03-20 18:38:46 main:574] : INFO : Epoch 2029 | loss: 0.0311634 | val_loss: 0.0311669 | Time: 1452.35 ms [2021-03-20 18:38:48 main:574] : INFO : Epoch 2030 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 1441.9 ms [2021-03-20 18:38:49 main:574] : INFO : Epoch 2031 | loss: 0.0311622 | val_loss: 0.031169 | Time: 1452.01 ms [2021-03-20 18:38:51 main:574] : INFO : Epoch 2032 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1453.36 ms [2021-03-20 18:38:52 main:574] : INFO : Epoch 2033 | loss: 0.0311633 | val_loss: 0.031168 | Time: 1456.3 ms [2021-03-20 18:38:54 main:574] : INFO : Epoch 2034 | loss: 0.0311638 | val_loss: 0.0311675 | Time: 1443.84 ms [2021-03-20 18:38:55 main:574] : INFO : Epoch 2035 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 1443.89 ms [2021-03-20 18:38:57 main:574] : INFO : Epoch 2036 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 1449.18 ms [2021-03-20 18:38:58 main:574] : INFO : Epoch 2037 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 1455.34 ms [2021-03-20 18:39:00 main:574] : INFO : Epoch 2038 | loss: 0.0311632 | val_loss: 0.0311674 | Time: 1451.19 ms [2021-03-20 18:39:01 main:574] : INFO : Epoch 2039 | loss: 0.0311661 | val_loss: 0.0311692 | Time: 1447.06 ms [2021-03-20 18:39:02 main:574] : INFO : Epoch 2040 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 1445.71 ms [2021-03-20 18:39:04 main:574] : INFO : Epoch 2041 | loss: 0.0311645 | val_loss: 0.0311686 | Time: 1445.89 ms [2021-03-20 18:39:05 main:574] : INFO : Epoch 2042 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 1457.12 ms [2021-03-20 18:39:07 main:574] : INFO : Epoch 2043 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 1454.07 ms [2021-03-20 18:39:08 main:574] : INFO : Epoch 2044 | loss: 0.0311688 | val_loss: 0.0311703 | Time: 1441.82 ms [2021-03-20 18:39:10 main:574] : INFO : Epoch 2045 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 1448.32 ms [2021-03-20 18:39:11 main:574] : INFO : Epoch 2046 | loss: 0.0311687 | val_loss: 0.0311694 | Time: 1446.7 ms [2021-03-20 18:39:13 main:574] : INFO : Epoch 2047 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1452.92 ms [2021-03-20 18:39:14 main:574] : INFO : Epoch 2048 | loss: 0.0311644 | val_loss: 0.0311668 | Time: 1446.54 ms [2021-03-20 18:39:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311668 [2021-03-20 18:39:14 main:603] : INFO : Saving end state to config to file [2021-03-20 18:39:14 main:608] : INFO : Success, exiting.. 18:39:14 (3604): 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)