Task 7607353
| Name | ParityModified-1631733881-7350-2_0 |
| Workunit | 5262274 |
| Created | 26 Sep 2021, 14:08:56 UTC |
| Sent | 6 Oct 2021, 5:09:33 UTC |
| Report deadline | 10 Oct 2021, 4:09:19 UTC |
| Received | 6 Oct 2021, 18:22:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 3 sec |
| CPU time | 49 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ms [2021-10-06 13:59:16 main:581] : INFO : Epoch 1538 | loss: 0.0311087 | val_loss: 0.0311672 | Time: 1443.12 ms [2021-10-06 13:59:18 main:581] : INFO : Epoch 1539 | loss: 0.0311101 | val_loss: 0.031165 | Time: 1443.13 ms [2021-10-06 13:59:19 main:581] : INFO : Epoch 1540 | loss: 0.0311127 | val_loss: 0.0311627 | Time: 1466.01 ms [2021-10-06 13:59:21 main:581] : INFO : Epoch 1541 | loss: 0.0311122 | val_loss: 0.0311783 | Time: 1461.58 ms [2021-10-06 13:59:22 main:581] : INFO : Epoch 1542 | loss: 0.0311099 | val_loss: 0.0311656 | Time: 1441.1 ms [2021-10-06 13:59:24 main:581] : INFO : Epoch 1543 | loss: 0.0311095 | val_loss: 0.0311988 | Time: 1455.53 ms [2021-10-06 13:59:25 main:581] : INFO : Epoch 1544 | loss: 0.0311086 | val_loss: 0.0311756 | Time: 1547.3 ms [2021-10-06 13:59:27 main:581] : INFO : Epoch 1545 | loss: 0.0311109 | val_loss: 0.0311704 | Time: 1560.9 ms [2021-10-06 13:59:28 main:581] : INFO : Epoch 1546 | loss: 0.031109 | val_loss: 0.0311746 | Time: 1467.97 ms [2021-10-06 13:59:30 main:581] : INFO : Epoch 1547 | loss: 0.031107 | val_loss: 0.0311724 | Time: 1481.03 ms [2021-10-06 13:59:31 main:581] : INFO : Epoch 1548 | loss: 0.0311048 | val_loss: 0.0311667 | Time: 1457.69 ms [2021-10-06 13:59:33 main:581] : INFO : Epoch 1549 | loss: 0.0311098 | val_loss: 0.0311785 | Time: 1446.22 ms [2021-10-06 13:59:34 main:581] : INFO : Epoch 1550 | loss: 0.0311156 | val_loss: 0.0311865 | Time: 1441.55 ms [2021-10-06 13:59:36 main:581] : INFO : Epoch 1551 | loss: 0.0311153 | val_loss: 0.0311834 | Time: 1469.67 ms [2021-10-06 13:59:37 main:581] : INFO : Epoch 1552 | loss: 0.0311127 | val_loss: 0.0311702 | Time: 1459.37 ms [2021-10-06 13:59:39 main:581] : INFO : Epoch 1553 | loss: 0.0311079 | val_loss: 0.0311738 | Time: 1468.04 ms [2021-10-06 13:59:40 main:581] : INFO : Epoch 1554 | loss: 0.0311084 | val_loss: 0.0311707 | Time: 1469.96 ms [2021-10-06 13:59:41 main:581] : INFO : Epoch 1555 | loss: 0.0311125 | val_loss: 0.0311715 | Time: 1466.38 ms [2021-10-06 13:59:43 main:581] : INFO : Epoch 1556 | loss: 0.0311105 | val_loss: 0.031165 | Time: 1464.33 ms [2021-10-06 13:59:44 main:581] : INFO : Epoch 1557 | loss: 0.0311086 | val_loss: 0.0311723 | Time: 1470.34 ms [2021-10-06 13:59:46 main:581] : INFO : Epoch 1558 | loss: 0.0311089 | val_loss: 0.0311751 | Time: 1476.74 ms [2021-10-06 13:59:47 main:581] : INFO : Epoch 1559 | loss: 0.0311192 | val_loss: 0.0311565 | Time: 1456.39 ms [2021-10-06 13:59:49 main:581] : INFO : Epoch 1560 | loss: 0.0311242 | val_loss: 0.0311699 | Time: 1526.64 ms [2021-10-06 13:59:50 main:581] : INFO : Epoch 1561 | loss: 0.0311192 | val_loss: 0.0311555 | Time: 1455.17 ms [2021-10-06 13:59:52 main:581] : INFO : Epoch 1562 | loss: 0.0311131 | val_loss: 0.0311727 | Time: 1442.84 ms [2021-10-06 13:59:53 main:581] : INFO : Epoch 1563 | loss: 0.0311137 | val_loss: 0.0311678 | Time: 1448.18 ms [2021-10-06 13:59:55 main:581] : INFO : Epoch 1564 | loss: 0.0311087 | val_loss: 0.03118 | Time: 1434.23 ms [2021-10-06 13:59:56 main:581] : INFO : Epoch 1565 | loss: 0.0311081 | val_loss: 0.0311635 | Time: 1439.17 ms [2021-10-06 13:59:58 main:581] : INFO : Epoch 1566 | loss: 0.0311102 | val_loss: 0.0311692 | Time: 1468.38 ms [2021-10-06 13:59:59 main:581] : INFO : Epoch 1567 | loss: 0.0311103 | val_loss: 0.0311753 | Time: 1465.8 ms [2021-10-06 14:00:01 main:581] : INFO : Epoch 1568 | loss: 0.0311101 | val_loss: 0.0311665 | Time: 1563.43 ms [2021-10-06 14:00:02 main:581] : INFO : Epoch 1569 | loss: 0.0311115 | val_loss: 0.031172 | Time: 1542.59 ms [2021-10-06 14:00:04 main:581] : INFO : Epoch 1570 | loss: 0.031114 | val_loss: 0.0311735 | Time: 1461.78 ms [2021-10-06 14:00:05 main:581] : INFO : Epoch 1571 | loss: 0.0311124 | val_loss: 0.0311613 | Time: 1465.77 ms [2021-10-06 14:00:07 main:581] : INFO : Epoch 1572 | loss: 0.0311119 | val_loss: 0.0311673 | Time: 1471.44 ms [2021-10-06 14:00:08 main:581] : INFO : Epoch 1573 | loss: 0.03111 | val_loss: 0.0311768 | Time: 1479.01 ms [2021-10-06 14:00:09 main:581] : INFO : Epoch 1574 | loss: 0.0311102 | val_loss: 0.0311727 | Time: 1450.41 ms [2021-10-06 14:00:11 main:581] : INFO : Epoch 1575 | loss: 0.031118 | val_loss: 0.0311668 | Time: 1465.55 ms [2021-10-06 14:00:12 main:581] : INFO : Epoch 1576 | loss: 0.0311146 | val_loss: 0.0311714 | Time: 1458.88 ms [2021-10-06 14:00:14 main:581] : INFO : Epoch 1577 | loss: 0.0311139 | val_loss: 0.0311604 | Time: 1455.63 ms [2021-10-06 14:00:15 main:581] : INFO : Epoch 1578 | loss: 0.0311124 | val_loss: 0.0311641 | Time: 1459.61 ms [2021-10-06 14:00:17 main:581] : INFO : Epoch 1579 | loss: 0.0311123 | val_loss: 0.0311787 | Time: 1460.8 ms [2021-10-06 14:00:18 main:581] : INFO : Epoch 1580 | loss: 0.0311111 | val_loss: 0.0311709 | Time: 1450.3 ms [2021-10-06 14:00:20 main:581] : INFO : Epoch 1581 | loss: 0.0311118 | val_loss: 0.0311628 | Time: 1450.75 ms [2021-10-06 14:00:21 main:581] : INFO : Epoch 1582 | loss: 0.031111 | val_loss: 0.0311649 | Time: 1454.84 ms [2021-10-06 14:00:23 main:581] : INFO : Epoch 1583 | loss: 0.03111 | val_loss: 0.0311594 | Time: 1458.5 ms [2021-10-06 14:00:24 main:581] : INFO : Epoch 1584 | loss: 0.0311129 | val_loss: 0.0311762 | Time: 1469.35 ms [2021-10-06 14:00:25 main:581] : INFO : Epoch 1585 | loss: 0.0311093 | val_loss: 0.031175 | Time: 1446.45 ms [2021-10-06 14:00:27 main:581] : INFO : Epoch 1586 | loss: 0.0311113 | val_loss: 0.0311691 | Time: 1468.11 ms [2021-10-06 14:00:28 main:581] : INFO : Epoch 1587 | loss: 0.0311125 | val_loss: 0.0311716 | Time: 1459.27 ms [2021-10-06 14:00:30 main:581] : INFO : Epoch 1588 | loss: 0.0311108 | val_loss: 0.0311834 | Time: 1481.47 ms [2021-10-06 14:00:31 main:581] : INFO : Epoch 1589 | loss: 0.0311102 | val_loss: 0.0311743 | Time: 1463.17 ms [2021-10-06 14:00:33 main:581] : INFO : Epoch 1590 | loss: 0.0311111 | val_loss: 0.0311863 | Time: 1475.42 ms [2021-10-06 14:00:34 main:581] : INFO : Epoch 1591 | loss: 0.0311132 | val_loss: 0.0311693 | Time: 1493.66 ms [2021-10-06 14:00:36 main:581] : INFO : Epoch 1592 | loss: 0.0311112 | val_loss: 0.0311749 | Time: 1471.63 ms [2021-10-06 14:00:37 main:581] : INFO : Epoch 1593 | loss: 0.0311087 | val_loss: 0.03119 | Time: 1474.05 ms [2021-10-06 14:00:39 main:581] : INFO : Epoch 1594 | loss: 0.0311088 | val_loss: 0.0311716 | Time: 1482.84 ms [2021-10-06 14:00:40 main:581] : INFO : Epoch 1595 | loss: 0.0311073 | val_loss: 0.0311733 | Time: 1511.51 ms [2021-10-06 14:00:42 main:581] : INFO : Epoch 1596 | loss: 0.0311121 | val_loss: 0.0311652 | Time: 1461.45 ms [2021-10-06 14:00:43 main:581] : INFO : Epoch 1597 | loss: 0.0311108 | val_loss: 0.0311792 | Time: 1465.45 ms [2021-10-06 14:00:45 main:581] : INFO : Epoch 1598 | loss: 0.0311134 | val_loss: 0.031172 | Time: 1473.71 ms [2021-10-06 14:00:46 main:581] : INFO : Epoch 1599 | loss: 0.0311136 | val_loss: 0.0311615 | Time: 1460.79 ms [2021-10-06 14:00:48 main:581] : INFO : Epoch 1600 | loss: 0.0311102 | val_loss: 0.0311615 | Time: 1463.99 ms [2021-10-06 14:00:49 main:581] : INFO : Epoch 1601 | loss: 0.0311111 | val_loss: 0.0311718 | Time: 1456.31 ms [2021-10-06 14:00:51 main:581] : INFO : Epoch 1602 | loss: 0.0311104 | val_loss: 0.0311742 | Time: 1503.8 ms [2021-10-06 14:00:52 main:581] : INFO : Epoch 1603 | loss: 0.0311096 | val_loss: 0.0311723 | Time: 1473.7 ms [2021-10-06 14:00:54 main:581] : INFO : Epoch 1604 | loss: 0.0311139 | val_loss: 0.0311661 | Time: 1465.71 ms [2021-10-06 14:00:55 main:581] : INFO : Epoch 1605 | loss: 0.0311137 | val_loss: 0.0311692 | Time: 1465.17 ms [2021-10-06 14:00:56 main:581] : INFO : Epoch 1606 | loss: 0.031109 | val_loss: 0.0311745 | Time: 1454.64 ms [2021-10-06 14:00:58 main:581] : INFO : Epoch 1607 | loss: 0.0311082 | val_loss: 0.0311837 | Time: 1460.19 ms [2021-10-06 14:00:59 main:581] : INFO : Epoch 1608 | loss: 0.0311079 | val_loss: 0.0311833 | Time: 1463.1 ms [2021-10-06 14:01:01 main:581] : INFO : Epoch 1609 | loss: 0.0311053 | val_loss: 0.0311717 | Time: 1461.56 ms [2021-10-06 14:01:02 main:581] : INFO : Epoch 1610 | loss: 0.0311085 | val_loss: 0.0311737 | Time: 1463.03 ms [2021-10-06 14:01:04 main:581] : INFO : Epoch 1611 | loss: 0.031109 | val_loss: 0.0311659 | Time: 1478.11 ms [2021-10-06 14:01:05 main:581] : INFO : Epoch 1612 | loss: 0.0311137 | val_loss: 0.0311725 | Time: 1445.97 ms [2021-10-06 14:01:07 main:581] : INFO : Epoch 1613 | loss: 0.0311084 | val_loss: 0.0311629 | Time: 1451.61 ms [2021-10-06 14:01:08 main:581] : INFO : Epoch 1614 | loss: 0.0311085 | val_loss: 0.0311718 | Time: 1482.35 ms [2021-10-06 14:01:10 main:581] : INFO : Epoch 1615 | loss: 0.0311096 | val_loss: 0.0311736 | Time: 1469.92 ms [2021-10-06 14:01:11 main:581] : INFO : Epoch 1616 | loss: 0.0311127 | val_loss: 0.031179 | Time: 1462.94 ms [2021-10-06 14:01:13 main:581] : INFO : Epoch 1617 | loss: 0.0311127 | val_loss: 0.0311899 | Time: 1494.71 ms [2021-10-06 14:01:14 main:581] : INFO : Epoch 1618 | loss: 0.0311091 | val_loss: 0.0311679 | Time: 1466 ms [2021-10-06 14:01:15 main:581] : INFO : Epoch 1619 | loss: 0.0311102 | val_loss: 0.0311686 | Time: 1455.38 ms [2021-10-06 14:01:17 main:581] : INFO : Epoch 1620 | loss: 0.0311076 | val_loss: 0.0311723 | Time: 1453.88 ms [2021-10-06 14:01:18 main:581] : INFO : Epoch 1621 | loss: 0.0311056 | val_loss: 0.0311678 | Time: 1473.07 ms [2021-10-06 14:01:20 main:581] : INFO : Epoch 1622 | loss: 0.0311066 | val_loss: 0.0311739 | Time: 1484.27 ms [2021-10-06 14:01:21 main:581] : INFO : Epoch 1623 | loss: 0.0311109 | val_loss: 0.0311679 | Time: 1441.66 ms [2021-10-06 14:01:23 main:581] : INFO : Epoch 1624 | loss: 0.0311087 | val_loss: 0.0311659 | Time: 1448.24 ms [2021-10-06 14:01:24 main:581] : INFO : Epoch 1625 | loss: 0.0311155 | val_loss: 0.0311697 | Time: 1437.91 ms [2021-10-06 14:01:26 main:581] : INFO : Epoch 1626 | loss: 0.0311143 | val_loss: 0.0311615 | Time: 1476.21 ms [2021-10-06 14:01:27 main:581] : INFO : Epoch 1627 | loss: 0.0311103 | val_loss: 0.031195 | Time: 1453.9 ms [2021-10-06 14:01:29 main:581] : INFO : Epoch 1628 | loss: 0.0311076 | val_loss: 0.03117 | Time: 1433.31 ms [2021-10-06 14:01:30 main:581] : INFO : Epoch 1629 | loss: 0.031111 | val_loss: 0.0311682 | Time: 1467.14 ms [2021-10-06 14:01:32 main:581] : INFO : Epoch 1630 | loss: 0.0311081 | val_loss: 0.0311692 | Time: 1459.19 ms [2021-10-06 14:01:33 main:581] : INFO : Epoch 1631 | loss: 0.0311078 | val_loss: 0.0311593 | Time: 1469.69 ms [2021-10-06 14:01:34 main:581] : INFO : Epoch 1632 | loss: 0.0311236 | val_loss: 0.0311643 | Time: 1458.41 ms [2021-10-06 14:01:36 main:581] : INFO : Epoch 1633 | loss: 0.0311203 | val_loss: 0.031161 | Time: 1444.37 ms [2021-10-06 14:01:37 main:581] : INFO : Epoch 1634 | loss: 0.0311167 | val_loss: 0.0311714 | Time: 1458.84 ms [2021-10-06 14:01:39 main:581] : INFO : Epoch 1635 | loss: 0.0311142 | val_loss: 0.0311598 | Time: 1463.31 ms [2021-10-06 14:01:40 main:581] : INFO : Epoch 1636 | loss: 0.0311151 | val_loss: 0.031168 | Time: 1462.91 ms [2021-10-06 14:01:42 main:581] : INFO : Epoch 1637 | loss: 0.0311163 | val_loss: 0.0311693 | Time: 1470.17 ms [2021-10-06 14:01:43 main:581] : INFO : Epoch 1638 | loss: 0.0311129 | val_loss: 0.0311677 | Time: 1449.57 ms [2021-10-06 14:01:45 main:581] : INFO : Epoch 1639 | loss: 0.0311104 | val_loss: 0.0311772 | Time: 1454.47 ms [2021-10-06 14:01:46 main:581] : INFO : Epoch 1640 | loss: 0.0311083 | val_loss: 0.0311656 | Time: 1459.25 ms [2021-10-06 14:01:48 main:581] : INFO : Epoch 1641 | loss: 0.0311088 | val_loss: 0.0311593 | Time: 1465.07 ms [2021-10-06 14:01:49 main:581] : INFO : Epoch 1642 | loss: 0.0311147 | val_loss: 0.0311874 | Time: 1423.35 ms [2021-10-06 14:01:50 main:581] : INFO : Epoch 1643 | loss: 0.0311131 | val_loss: 0.0311798 | Time: 1451.36 ms [2021-10-06 14:01:52 main:581] : INFO : Epoch 1644 | loss: 0.0311111 | val_loss: 0.0311608 | Time: 1458.95 ms [2021-10-06 14:01:53 main:581] : INFO : Epoch 1645 | loss: 0.0311114 | val_loss: 0.0311699 | Time: 1436.1 ms [2021-10-06 14:01:55 main:581] : INFO : Epoch 1646 | loss: 0.0311087 | val_loss: 0.031176 | Time: 1452.93 ms [2021-10-06 14:01:56 main:581] : INFO : Epoch 1647 | loss: 0.0311082 | val_loss: 0.0311632 | Time: 1452.8 ms [2021-10-06 14:01:58 main:581] : INFO : Epoch 1648 | loss: 0.0311127 | val_loss: 0.0311723 | Time: 1454.61 ms [2021-10-06 14:01:59 main:581] : INFO : Epoch 1649 | loss: 0.0311126 | val_loss: 0.0311918 | Time: 1450.05 ms [2021-10-06 14:02:01 main:581] : INFO : Epoch 1650 | loss: 0.0311132 | val_loss: 0.0311677 | Time: 1453.16 ms [2021-10-06 14:02:02 main:581] : INFO : Epoch 1651 | loss: 0.0311163 | val_loss: 0.0311676 | Time: 1481.67 ms [2021-10-06 14:02:04 main:581] : INFO : Epoch 1652 | loss: 0.0311126 | val_loss: 0.0311711 | Time: 1473.07 ms [2021-10-06 14:02:05 main:581] : INFO : Epoch 1653 | loss: 0.0311151 | val_loss: 0.031159 | Time: 1465.05 ms [2021-10-06 14:02:06 main:581] : INFO : Epoch 1654 | loss: 0.0311113 | val_loss: 0.0311725 | Time: 1457.99 ms [2021-10-06 14:02:08 main:581] : INFO : Epoch 1655 | loss: 0.0311118 | val_loss: 0.0311698 | Time: 1435.29 ms [2021-10-06 14:02:09 main:581] : INFO : Epoch 1656 | loss: 0.0311111 | val_loss: 0.0311687 | Time: 1473.71 ms [2021-10-06 14:02:11 main:581] : INFO : Epoch 1657 | loss: 0.0311085 | val_loss: 0.0311744 | Time: 1466.34 ms [2021-10-06 14:02:12 main:581] : INFO : Epoch 1658 | loss: 0.0311084 | val_loss: 0.0311701 | Time: 1461.96 ms [2021-10-06 14:02:14 main:581] : INFO : Epoch 1659 | loss: 0.0311083 | val_loss: 0.0311847 | Time: 1472.57 ms [2021-10-06 14:02:15 main:581] : INFO : Epoch 1660 | loss: 0.0311075 | val_loss: 0.0311804 | Time: 1542.3 ms [2021-10-06 14:02:17 main:581] : INFO : Epoch 1661 | loss: 0.0311104 | val_loss: 0.0311749 | Time: 1481 ms [2021-10-06 14:02:18 main:581] : INFO : Epoch 1662 | loss: 0.0311118 | val_loss: 0.0311721 | Time: 1466.33 ms [2021-10-06 14:02:20 main:581] : INFO : Epoch 1663 | loss: 0.0311092 | val_loss: 0.0311766 | Time: 1448.75 ms [2021-10-06 14:02:21 main:581] : INFO : Epoch 1664 | loss: 0.0311065 | val_loss: 0.0311735 | Time: 1457.8 ms [2021-10-06 14:02:23 main:581] : INFO : Epoch 1665 | loss: 0.0311044 | val_loss: 0.0311734 | Time: 1449.41 ms [2021-10-06 14:02:24 main:581] : INFO : Epoch 1666 | loss: 0.0311053 | val_loss: 0.0311886 | Time: 1458.77 ms [2021-10-06 14:02:26 main:581] : INFO : Epoch 1667 | loss: 0.0311088 | val_loss: 0.0311808 | Time: 1454.64 ms [2021-10-06 14:02:27 main:581] : INFO : Epoch 1668 | loss: 0.0311082 | val_loss: 0.0311684 | Time: 1451.31 ms [2021-10-06 14:02:28 main:581] : INFO : Epoch 1669 | loss: 0.0311077 | val_loss: 0.0311815 | Time: 1461.99 ms [2021-10-06 14:02:30 main:581] : INFO : Epoch 1670 | loss: 0.0311088 | val_loss: 0.0311685 | Time: 1436.43 ms [2021-10-06 14:02:31 main:581] : INFO : Epoch 1671 | loss: 0.0311112 | val_loss: 0.0311783 | Time: 1449.82 ms [2021-10-06 14:02:33 main:581] : INFO : Epoch 1672 | loss: 0.0311074 | val_loss: 0.0311703 | Time: 1459.71 ms [2021-10-06 14:02:34 main:581] : INFO : Epoch 1673 | loss: 0.0311097 | val_loss: 0.0311827 | Time: 1464.93 ms [2021-10-06 14:02:36 main:581] : INFO : Epoch 1674 | loss: 0.0311102 | val_loss: 0.0311882 | Time: 1457.72 ms [2021-10-06 14:02:37 main:581] : INFO : Epoch 1675 | loss: 0.0311054 | val_loss: 0.0311651 | Time: 1475.08 ms [2021-10-06 14:02:39 main:581] : INFO : Epoch 1676 | loss: 0.0311048 | val_loss: 0.0311746 | Time: 1458.12 ms [2021-10-06 14:02:40 main:581] : INFO : Epoch 1677 | loss: 0.0311091 | val_loss: 0.031157 | Time: 1472.41 ms [2021-10-06 14:02:42 main:581] : INFO : Epoch 1678 | loss: 0.031136 | val_loss: 0.0311632 | Time: 1468.15 ms [2021-10-06 14:02:43 main:581] : INFO : Epoch 1679 | loss: 0.0311315 | val_loss: 0.031158 | Time: 1463.95 ms [2021-10-06 14:02:45 main:581] : INFO : Epoch 1680 | loss: 0.0311296 | val_loss: 0.0311674 | Time: 1467.24 ms [2021-10-06 14:02:46 main:581] : INFO : Epoch 1681 | loss: 0.0311217 | val_loss: 0.0311614 | Time: 1457.95 ms [2021-10-06 14:02:47 main:581] : INFO : Epoch 1682 | loss: 0.0311186 | val_loss: 0.0311595 | Time: 1467.93 ms [2021-10-06 14:02:49 main:581] : INFO : Epoch 1683 | loss: 0.0311156 | val_loss: 0.0311576 | Time: 1452.45 ms [2021-10-06 14:02:50 main:581] : INFO : Epoch 1684 | loss: 0.0311173 | val_loss: 0.031168 | Time: 1473.36 ms [2021-10-06 14:02:52 main:581] : INFO : Epoch 1685 | loss: 0.0311211 | val_loss: 0.03117 | Time: 1457.24 ms [2021-10-06 14:02:53 main:581] : INFO : Epoch 1686 | loss: 0.0311222 | val_loss: 0.0311616 | Time: 1446.78 ms [2021-10-06 14:02:55 main:581] : INFO : Epoch 1687 | loss: 0.0311126 | val_loss: 0.0311672 | Time: 1436.34 ms [2021-10-06 14:02:56 main:581] : INFO : Epoch 1688 | loss: 0.031115 | val_loss: 0.031165 | Time: 1544.78 ms [2021-10-06 14:02:58 main:581] : INFO : Epoch 1689 | loss: 0.0311134 | val_loss: 0.0311676 | Time: 1461.95 ms [2021-10-06 14:02:59 main:581] : INFO : Epoch 1690 | loss: 0.0311161 | val_loss: 0.0311567 | Time: 1456.15 ms [2021-10-06 14:03:01 main:581] : INFO : Epoch 1691 | loss: 0.0311149 | val_loss: 0.0311694 | Time: 1440.51 ms [2021-10-06 14:03:02 main:581] : INFO : Epoch 1692 | loss: 0.0311134 | val_loss: 0.0311613 | Time: 1437.52 ms [2021-10-06 14:03:04 main:581] : INFO : Epoch 1693 | loss: 0.031109 | val_loss: 0.0311795 | Time: 1435.92 ms [2021-10-06 14:03:05 main:581] : INFO : Epoch 1694 | loss: 0.0311085 | val_loss: 0.0311704 | Time: 1447.91 ms [2021-10-06 14:03:06 main:581] : INFO : Epoch 1695 | loss: 0.0311086 | val_loss: 0.0311753 | Time: 1451.83 ms [2021-10-06 14:03:08 main:581] : INFO : Epoch 1696 | loss: 0.0311079 | val_loss: 0.0311666 | Time: 1444.36 ms [2021-10-06 14:03:09 main:581] : INFO : Epoch 1697 | loss: 0.0311074 | val_loss: 0.0311621 | Time: 1455.54 ms [2021-10-06 14:03:11 main:581] : INFO : Epoch 1698 | loss: 0.0311088 | val_loss: 0.0311617 | Time: 1453.46 ms [2021-10-06 14:03:12 main:581] : INFO : Epoch 1699 | loss: 0.0311122 | val_loss: 0.031177 | Time: 1455.72 ms [2021-10-06 14:03:14 main:581] : INFO : Epoch 1700 | loss: 0.031116 | val_loss: 0.0311683 | Time: 1456.36 ms [2021-10-06 14:03:15 main:581] : INFO : Epoch 1701 | loss: 0.0311137 | val_loss: 0.0311698 | Time: 1445.4 ms [2021-10-06 14:03:17 main:581] : INFO : Epoch 1702 | loss: 0.0311109 | val_loss: 0.0311581 | Time: 1534.76 ms [2021-10-06 14:03:18 main:581] : INFO : Epoch 1703 | loss: 0.0311104 | val_loss: 0.0311601 | Time: 1455.36 ms [2021-10-06 14:03:20 main:581] : INFO : Epoch 1704 | loss: 0.0311095 | val_loss: 0.0311694 | Time: 1444.3 ms [2021-10-06 14:03:21 main:581] : INFO : Epoch 1705 | loss: 0.0311114 | val_loss: 0.0311561 | Time: 1452.91 ms [2021-10-06 14:03:23 main:581] : INFO : Epoch 1706 | loss: 0.0311132 | val_loss: 0.0311635 | Time: 1564.45 ms [2021-10-06 14:03:24 main:581] : INFO : Epoch 1707 | loss: 0.031108 | val_loss: 0.0311682 | Time: 1444.49 ms [2021-10-06 14:03:25 main:581] : INFO : Epoch 1708 | loss: 0.0311077 | val_loss: 0.031169 | Time: 1437.69 ms [2021-10-06 14:03:27 main:581] : INFO : Epoch 1709 | loss: 0.0311071 | val_loss: 0.0311672 | Time: 1453.61 ms [2021-10-06 14:03:28 main:581] : INFO : Epoch 1710 | loss: 0.0311066 | val_loss: 0.031164 | Time: 1457.52 ms [2021-10-06 14:03:30 main:581] : INFO : Epoch 1711 | loss: 0.0311083 | val_loss: 0.0311624 | Time: 1466.29 ms [2021-10-06 14:03:31 main:581] : INFO : Epoch 1712 | loss: 0.0311082 | val_loss: 0.031162 | Time: 1450.68 ms [2021-10-06 14:03:33 main:581] : INFO : Epoch 1713 | loss: 0.0311064 | val_loss: 0.0311654 | Time: 1442.43 ms [2021-10-06 14:03:34 main:581] : INFO : Epoch 1714 | loss: 0.0311064 | val_loss: 0.0311769 | Time: 1445.75 ms [2021-10-06 14:03:36 main:581] : INFO : Epoch 1715 | loss: 0.031106 | val_loss: 0.0311768 | Time: 1447.12 ms [2021-10-06 14:03:37 main:581] : INFO : Epoch 1716 | loss: 0.0311083 | val_loss: 0.0311562 | Time: 1455.58 ms [2021-10-06 14:03:39 main:581] : INFO : Epoch 1717 | loss: 0.0311069 | val_loss: 0.0311803 | Time: 1458.28 ms [2021-10-06 14:03:40 main:581] : INFO : Epoch 1718 | loss: 0.0311052 | val_loss: 0.0311737 | Time: 1575.66 ms [2021-10-06 14:03:42 main:581] : INFO : Epoch 1719 | loss: 0.0311064 | val_loss: 0.0311746 | Time: 1498.3 ms [2021-10-06 14:03:43 main:581] : INFO : Epoch 1720 | loss: 0.0311081 | val_loss: 0.0311732 | Time: 1544.52 ms [2021-10-06 14:03:45 main:581] : INFO : Epoch 1721 | loss: 0.0311066 | val_loss: 0.0311866 | Time: 1620.03 ms [2021-10-06 14:03:46 main:581] : INFO : Epoch 1722 | loss: 0.0311072 | val_loss: 0.0311749 | Time: 1592.56 ms [2021-10-06 14:03:48 main:581] : INFO : Epoch 1723 | loss: 0.031112 | val_loss: 0.0311712 | Time: 1465.91 ms [2021-10-06 14:03:49 main:581] : INFO : Epoch 1724 | loss: 0.0311102 | val_loss: 0.0311678 | Time: 1436.93 ms [2021-10-06 14:03:51 main:581] : INFO : Epoch 1725 | loss: 0.0311099 | val_loss: 0.0311725 | Time: 1485 ms [2021-10-06 14:03:52 main:581] : INFO : Epoch 1726 | loss: 0.03111 | val_loss: 0.0311692 | Time: 1487.87 ms [2021-10-06 14:03:54 main:581] : INFO : Epoch 1727 | loss: 0.0311125 | val_loss: 0.031172 | Time: 1456.17 ms [2021-10-06 14:03:55 main:581] : INFO : Epoch 1728 | loss: 0.0311093 | val_loss: 0.0311627 | Time: 1461.8 ms [2021-10-06 14:03:57 main:581] : INFO : Epoch 1729 | loss: 0.0311098 | val_loss: 0.0311738 | Time: 1456.16 ms [2021-10-06 14:03:58 main:581] : INFO : Epoch 1730 | loss: 0.0311081 | val_loss: 0.0311727 | Time: 1458.89 ms [2021-10-06 14:04:00 main:581] : INFO : Epoch 1731 | loss: 0.031108 | val_loss: 0.0311714 | Time: 1446.24 ms [2021-10-06 14:04:01 main:581] : INFO : Epoch 1732 | loss: 0.0311071 | val_loss: 0.0311791 | Time: 1435.66 ms [2021-10-06 14:04:02 main:581] : INFO : Epoch 1733 | loss: 0.0311058 | val_loss: 0.0311726 | Time: 1449.78 ms [2021-10-06 14:04:04 main:581] : INFO : Epoch 1734 | loss: 0.0311021 | val_loss: 0.0311672 | Time: 1474.86 ms [2021-10-06 14:04:05 main:581] : INFO : Epoch 1735 | loss: 0.0311097 | val_loss: 0.0311717 | Time: 1463.68 ms [2021-10-06 14:04:07 main:581] : INFO : Epoch 1736 | loss: 0.031111 | val_loss: 0.0311688 | Time: 1462.85 ms [2021-10-06 14:04:08 main:581] : INFO : Epoch 1737 | loss: 0.0311112 | val_loss: 0.0311713 | Time: 1482.14 ms [2021-10-06 14:04:10 main:581] : INFO : Epoch 1738 | loss: 0.0311083 | val_loss: 0.0311725 | Time: 1464.23 ms [2021-10-06 14:04:11 main:581] : INFO : Epoch 1739 | loss: 0.0311051 | val_loss: 0.0311776 | Time: 1472.28 ms [2021-10-06 14:04:13 main:581] : INFO : Epoch 1740 | loss: 0.0311071 | val_loss: 0.0311785 | Time: 1449.89 ms [2021-10-06 14:04:14 main:581] : INFO : Epoch 1741 | loss: 0.0311057 | val_loss: 0.031158 | Time: 1458.69 ms [2021-10-06 14:04:16 main:581] : INFO : Epoch 1742 | loss: 0.0311069 | val_loss: 0.0311624 | Time: 1444.39 ms [2021-10-06 14:04:17 main:581] : INFO : Epoch 1743 | loss: 0.031108 | val_loss: 0.0311806 | Time: 1598.13 ms [2021-10-06 14:04:19 main:581] : INFO : Epoch 1744 | loss: 0.0311074 | val_loss: 0.0311742 | Time: 1633.89 ms [2021-10-06 14:04:20 main:581] : INFO : Epoch 1745 | loss: 0.0311061 | val_loss: 0.0311935 | Time: 1579.35 ms [2021-10-06 14:04:22 main:581] : INFO : Epoch 1746 | loss: 0.0311096 | val_loss: 0.031168 | Time: 1454.03 ms [2021-10-06 14:04:23 main:581] : INFO : Epoch 1747 | loss: 0.0311052 | val_loss: 0.0311675 | Time: 1457.96 ms [2021-10-06 14:04:25 main:581] : INFO : Epoch 1748 | loss: 0.0311083 | val_loss: 0.0311608 | Time: 1474.88 ms [2021-10-06 14:04:26 main:581] : INFO : Epoch 1749 | loss: 0.031109 | val_loss: 0.0311591 | Time: 1468.49 ms [2021-10-06 14:04:28 main:581] : INFO : Epoch 1750 | loss: 0.031108 | val_loss: 0.0311655 | Time: 1447.59 ms [2021-10-06 14:04:29 main:581] : INFO : Epoch 1751 | loss: 0.0311073 | val_loss: 0.0311699 | Time: 1452.15 ms [2021-10-06 14:04:31 main:581] : INFO : Epoch 1752 | loss: 0.0311087 | val_loss: 0.0311769 | Time: 1474.19 ms [2021-10-06 14:04:32 main:581] : INFO : Epoch 1753 | loss: 0.031108 | val_loss: 0.0311863 | Time: 1427.81 ms [2021-10-06 14:04:34 main:581] : INFO : Epoch 1754 | loss: 0.0311159 | val_loss: 0.0311773 | Time: 1449.91 ms [2021-10-06 14:04:35 main:581] : INFO : Epoch 1755 | loss: 0.0311157 | val_loss: 0.0311626 | Time: 1464.87 ms [2021-10-06 14:04:36 main:581] : INFO : Epoch 1756 | loss: 0.0311111 | val_loss: 0.0311742 | Time: 1434.81 ms [2021-10-06 14:04:38 main:581] : INFO : Epoch 1757 | loss: 0.0311159 | val_loss: 0.0311559 | Time: 1443.97 ms [2021-10-06 14:04:39 main:581] : INFO : Epoch 1758 | loss: 0.0311309 | val_loss: 0.0311618 | Time: 1433.63 ms [2021-10-06 14:04:41 main:581] : INFO : Epoch 1759 | loss: 0.0311264 | val_loss: 0.0311616 | Time: 1430.75 ms [2021-10-06 14:04:42 main:581] : INFO : Epoch 1760 | loss: 0.0311221 | val_loss: 0.0311661 | Time: 1447.47 ms [2021-10-06 14:04:44 main:581] : INFO : Epoch 1761 | loss: 0.0311242 | val_loss: 0.0311794 | Time: 1428.84 ms [2021-10-06 14:04:45 main:581] : INFO : Epoch 1762 | loss: 0.0311236 | val_loss: 0.0311706 | Time: 1435.59 ms [2021-10-06 14:04:46 main:581] : INFO : Epoch 1763 | loss: 0.0311187 | val_loss: 0.0311674 | Time: 1460.88 ms [2021-10-06 14:04:48 main:581] : INFO : Epoch 1764 | loss: 0.031116 | val_loss: 0.0311769 | Time: 1429.12 ms [2021-10-06 14:04:49 main:581] : INFO : Epoch 1765 | loss: 0.0311182 | val_loss: 0.0311701 | Time: 1487.23 ms [2021-10-06 14:04:51 main:581] : INFO : Epoch 1766 | loss: 0.0311202 | val_loss: 0.0311572 | Time: 1473.73 ms [2021-10-06 14:04:52 main:581] : INFO : Epoch 1767 | loss: 0.0311164 | val_loss: 0.0311811 | Time: 1464.18 ms [2021-10-06 14:04:54 main:581] : INFO : Epoch 1768 | loss: 0.0311184 | val_loss: 0.031168 | Time: 1465.36 ms [2021-10-06 14:04:55 main:581] : INFO : Epoch 1769 | loss: 0.0311139 | val_loss: 0.0311852 | Time: 1476.94 ms [2021-10-06 14:04:57 main:581] : INFO : Epoch 1770 | loss: 0.0311145 | val_loss: 0.031165 | Time: 1638.06 ms [2021-10-06 14:04:59 main:581] : INFO : Epoch 1771 | loss: 0.0311138 | val_loss: 0.0311636 | Time: 1684.61 ms [2021-10-06 14:05:00 main:581] : INFO : Epoch 1772 | loss: 0.0311152 | val_loss: 0.0311581 | Time: 1514.98 ms [2021-10-06 14:05:02 main:581] : INFO : Epoch 1773 | loss: 0.0311236 | val_loss: 0.0311628 | Time: 1482.99 ms [2021-10-06 14:05:03 main:581] : INFO : Epoch 1774 | loss: 0.0311286 | val_loss: 0.0311578 | Time: 1474.27 ms [2021-10-06 14:05:05 main:581] : INFO : Epoch 1775 | loss: 0.0311199 | val_loss: 0.0311687 | Time: 1458.19 ms [2021-10-06 14:05:06 main:581] : INFO : Epoch 1776 | loss: 0.0311162 | val_loss: 0.0311652 | Time: 1459 ms [2021-10-06 14:05:07 main:581] : INFO : Epoch 1777 | loss: 0.0311148 | val_loss: 0.0311684 | Time: 1468.47 ms [2021-10-06 14:05:09 main:581] : INFO : Epoch 1778 | loss: 0.0311128 | val_loss: 0.0311629 | Time: 1498.75 ms [2021-10-06 14:05:10 main:581] : INFO : Epoch 1779 | loss: 0.0311131 | val_loss: 0.0311606 | Time: 1478.15 ms [2021-10-06 14:05:12 main:581] : INFO : Epoch 1780 | loss: 0.0311226 | val_loss: 0.0311572 | Time: 1478.66 ms [2021-10-06 14:05:13 main:581] : INFO : Epoch 1781 | loss: 0.0311291 | val_loss: 0.0311577 | Time: 1507.29 ms [2021-10-06 14:05:15 main:581] : INFO : Epoch 1782 | loss: 0.0311201 | val_loss: 0.0311586 | Time: 1466.08 ms [2021-10-06 14:05:16 main:581] : INFO : Epoch 1783 | loss: 0.0311168 | val_loss: 0.0311584 | Time: 1507.83 ms [2021-10-06 14:05:18 main:581] : INFO : Epoch 1784 | loss: 0.0311118 | val_loss: 0.0311584 | Time: 1455.15 ms [2021-10-06 14:05:19 main:581] : INFO : Epoch 1785 | loss: 0.0311112 | val_loss: 0.0311642 | Time: 1479.2 ms [2021-10-06 14:05:21 main:581] : INFO : Epoch 1786 | loss: 0.0311189 | val_loss: 0.0311759 | Time: 1498.62 ms [2021-10-06 14:05:22 main:581] : INFO : Epoch 1787 | loss: 0.0311147 | val_loss: 0.0311729 | Time: 1481.74 ms [2021-10-06 14:05:24 main:581] : INFO : Epoch 1788 | loss: 0.0311114 | val_loss: 0.0311671 | Time: 1453.87 ms [2021-10-06 14:05:25 main:581] : INFO : Epoch 1789 | loss: 0.0311115 | val_loss: 0.0311623 | Time: 1471.02 ms [2021-10-06 14:05:27 main:581] : INFO : Epoch 1790 | loss: 0.0311113 | val_loss: 0.0311755 | Time: 1465.45 ms [2021-10-06 14:05:28 main:581] : INFO : Epoch 1791 | loss: 0.0311099 | val_loss: 0.0311598 | Time: 1458.27 ms [2021-10-06 14:05:30 main:581] : INFO : Epoch 1792 | loss: 0.03111 | val_loss: 0.0311561 | Time: 1451.55 ms [2021-10-06 14:05:31 main:581] : INFO : Epoch 1793 | loss: 0.031111 | val_loss: 0.0311691 | Time: 1440.65 ms [2021-10-06 14:05:32 main:581] : INFO : Epoch 1794 | loss: 0.0311167 | val_loss: 0.0311814 | Time: 1422.6 ms [2021-10-06 14:05:34 main:581] : INFO : Epoch 1795 | loss: 0.0311127 | val_loss: 0.0311691 | Time: 1464.31 ms [2021-10-06 14:05:35 main:581] : INFO : Epoch 1796 | loss: 0.0311115 | val_loss: 0.0311618 | Time: 1465.1 ms [2021-10-06 14:05:37 main:581] : INFO : Epoch 1797 | loss: 0.0311086 | val_loss: 0.0311752 | Time: 1460.83 ms [2021-10-06 14:05:38 main:581] : INFO : Epoch 1798 | loss: 0.0311094 | val_loss: 0.0311776 | Time: 1454.1 ms [2021-10-06 14:05:40 main:581] : INFO : Epoch 1799 | loss: 0.0311075 | val_loss: 0.0311738 | Time: 1447.69 ms [2021-10-06 14:05:41 main:581] : INFO : Epoch 1800 | loss: 0.031107 | val_loss: 0.0311641 | Time: 1447.06 ms [2021-10-06 14:05:43 main:581] : INFO : Epoch 1801 | loss: 0.0311066 | val_loss: 0.0311727 | Time: 1457.29 ms [2021-10-06 14:05:44 main:581] : INFO : Epoch 1802 | loss: 0.0311045 | val_loss: 0.0311683 | Time: 1462.24 ms [2021-10-06 14:05:46 main:581] : INFO : Epoch 1803 | loss: 0.0311057 | val_loss: 0.0311683 | Time: 1468.56 ms [2021-10-06 14:05:47 main:581] : INFO : Epoch 1804 | loss: 0.0311073 | val_loss: 0.0311681 | Time: 1451.09 ms [2021-10-06 14:05:49 main:581] : INFO : Epoch 1805 | loss: 0.0311048 | val_loss: 0.0311634 | Time: 1444.41 ms [2021-10-06 14:05:50 main:581] : INFO : Epoch 1806 | loss: 0.0311048 | val_loss: 0.031178 | Time: 1445.72 ms [2021-10-06 14:05:51 main:581] : INFO : Epoch 1807 | loss: 0.0311037 | val_loss: 0.0311751 | Time: 1441.51 ms [2021-10-06 14:05:53 main:581] : INFO : Epoch 1808 | loss: 0.0311023 | val_loss: 0.0311689 | Time: 1464.71 ms [2021-10-06 14:05:54 main:581] : INFO : Epoch 1809 | loss: 0.0311059 | val_loss: 0.0311747 | Time: 1456.21 ms [2021-10-06 14:05:56 main:581] : INFO : Epoch 1810 | loss: 0.0311076 | val_loss: 0.0311751 | Time: 1459.26 ms [2021-10-06 14:05:57 main:581] : INFO : Epoch 1811 | loss: 0.031106 | val_loss: 0.0311786 | Time: 1472.62 ms [2021-10-06 14:05:59 main:581] : INFO : Epoch 1812 | loss: 0.0311084 | val_loss: 0.0311654 | Time: 1441.33 ms [2021-10-06 14:06:00 main:581] : INFO : Epoch 1813 | loss: 0.0311109 | val_loss: 0.031164 | Time: 1458.38 ms [2021-10-06 14:06:02 main:581] : INFO : Epoch 1814 | loss: 0.0311093 | val_loss: 0.0311711 | Time: 1466.66 ms [2021-10-06 14:06:03 main:581] : INFO : Epoch 1815 | loss: 0.0311119 | val_loss: 0.0311784 | Time: 1440.72 ms [2021-10-06 14:06:05 main:581] : INFO : Epoch 1816 | loss: 0.0311109 | val_loss: 0.0311739 | Time: 1441.11 ms [2021-10-06 14:06:06 main:581] : INFO : Epoch 1817 | loss: 0.0311088 | val_loss: 0.0311793 | Time: 1447.12 ms [2021-10-06 14:06:07 main:581] : INFO : Epoch 1818 | loss: 0.0311082 | val_loss: 0.031167 | Time: 1456.33 ms [2021-10-06 14:06:09 main:581] : INFO : Epoch 1819 | loss: 0.0311104 | val_loss: 0.0311648 | Time: 1444.07 ms [2021-10-06 14:06:10 main:581] : INFO : Epoch 1820 | loss: 0.0311102 | val_loss: 0.0311682 | Time: 1451.08 ms [2021-10-06 14:06:12 main:581] : INFO : Epoch 1821 | loss: 0.0311096 | val_loss: 0.0311706 | Time: 1455.84 ms [2021-10-06 14:06:13 main:581] : INFO : Epoch 1822 | loss: 0.0311097 | val_loss: 0.0311837 | Time: 1440.03 ms [2021-10-06 14:06:15 main:581] : INFO : Epoch 1823 | loss: 0.03111 | val_loss: 0.0311662 | Time: 1460.68 ms [2021-10-06 14:06:16 main:581] : INFO : Epoch 1824 | loss: 0.0311114 | val_loss: 0.0311611 | Time: 1459.16 ms [2021-10-06 14:06:18 main:581] : INFO : Epoch 1825 | loss: 0.0311171 | val_loss: 0.0311788 | Time: 1448.52 ms [2021-10-06 14:06:19 main:581] : INFO : Epoch 1826 | loss: 0.031121 | val_loss: 0.0311693 | Time: 1466.96 ms [2021-10-06 14:06:21 main:581] : INFO : Epoch 1827 | loss: 0.0311113 | val_loss: 0.0311677 | Time: 1550.27 ms [2021-10-06 14:06:22 main:581] : INFO : Epoch 1828 | loss: 0.031106 | val_loss: 0.031179 | Time: 1460.44 ms [2021-10-06 14:06:24 main:581] : INFO : Epoch 1829 | loss: 0.0311059 | val_loss: 0.0311874 | Time: 1464.56 ms [2021-10-06 14:06:25 main:581] : INFO : Epoch 1830 | loss: 0.0311073 | val_loss: 0.031172 | Time: 1468.1 ms [2021-10-06 14:06:26 main:581] : INFO : Epoch 1831 | loss: 0.0311076 | val_loss: 0.0311824 | Time: 1461.35 ms [2021-10-06 14:06:28 main:581] : INFO : Epoch 1832 | loss: 0.0311038 | val_loss: 0.0311654 | Time: 1440.67 ms [2021-10-06 14:06:29 main:581] : INFO : Epoch 1833 | loss: 0.0311052 | val_loss: 0.031175 | Time: 1472.32 ms [2021-10-06 14:06:31 main:581] : INFO : Epoch 1834 | loss: 0.0311062 | val_loss: 0.0311751 | Time: 1450.05 ms [2021-10-06 14:06:32 main:581] : INFO : Epoch 1835 | loss: 0.0311098 | val_loss: 0.0311757 | Time: 1474.21 ms [2021-10-06 14:06:34 main:581] : INFO : Epoch 1836 | loss: 0.0311117 | val_loss: 0.0311667 | Time: 1460.87 ms [2021-10-06 14:06:35 main:581] : INFO : Epoch 1837 | loss: 0.0311122 | val_loss: 0.031165 | Time: 1466.25 ms [2021-10-06 14:06:37 main:581] : INFO : Epoch 1838 | loss: 0.0311128 | val_loss: 0.0311672 | Time: 1439.46 ms [2021-10-06 14:06:38 main:581] : INFO : Epoch 1839 | loss: 0.0311107 | val_loss: 0.0311821 | Time: 1538.86 ms [2021-10-06 14:06:40 main:581] : INFO : Epoch 1840 | loss: 0.03111 | val_loss: 0.0311775 | Time: 1501.82 ms [2021-10-06 14:06:41 main:581] : INFO : Epoch 1841 | loss: 0.0311091 | val_loss: 0.0311782 | Time: 1464.02 ms [2021-10-06 14:06:43 main:581] : INFO : Epoch 1842 | loss: 0.0311063 | val_loss: 0.031167 | Time: 1472.6 ms [2021-10-06 14:06:44 main:581] : INFO : Epoch 1843 | loss: 0.0311053 | val_loss: 0.0311685 | Time: 1447.94 ms [2021-10-06 14:06:46 main:581] : INFO : Epoch 1844 | loss: 0.0311034 | val_loss: 0.031173 | Time: 1438.53 ms [2021-10-06 14:06:47 main:581] : INFO : Epoch 1845 | loss: 0.0311039 | val_loss: 0.0311608 | Time: 1472.65 ms [2021-10-06 14:06:48 main:581] : INFO : Epoch 1846 | loss: 0.0311068 | val_loss: 0.031167 | Time: 1469.37 ms [2021-10-06 14:06:50 main:581] : INFO : Epoch 1847 | loss: 0.0311082 | val_loss: 0.03116 | Time: 1453.51 ms [2021-10-06 14:06:51 main:581] : INFO : Epoch 1848 | loss: 0.0311106 | val_loss: 0.0311745 | Time: 1450.05 ms [2021-10-06 14:06:53 main:581] : INFO : Epoch 1849 | loss: 0.0311091 | val_loss: 0.0311646 | Time: 1553.4 ms [2021-10-06 14:06:54 main:581] : INFO : Epoch 1850 | loss: 0.0311074 | val_loss: 0.0311692 | Time: 1467 ms [2021-10-06 14:06:56 main:581] : INFO : Epoch 1851 | loss: 0.0311063 | val_loss: 0.0311604 | Time: 1484.87 ms [2021-10-06 14:06:57 main:581] : INFO : Epoch 1852 | loss: 0.0311035 | val_loss: 0.0311867 | Time: 1452.92 ms [2021-10-06 14:06:59 main:581] : INFO : Epoch 1853 | loss: 0.0311033 | val_loss: 0.0311692 | Time: 1489.49 ms [2021-10-06 14:07:00 main:581] : INFO : Epoch 1854 | loss: 0.0311058 | val_loss: 0.0311667 | Time: 1453.48 ms [2021-10-06 14:07:02 main:581] : INFO : Epoch 1855 | loss: 0.0311085 | val_loss: 0.0311569 | Time: 1447.82 ms [2021-10-06 14:07:03 main:581] : INFO : Epoch 1856 | loss: 0.031108 | val_loss: 0.0311684 | Time: 1458.16 ms [2021-10-06 14:07:05 main:581] : INFO : Epoch 1857 | loss: 0.0311082 | val_loss: 0.0311807 | Time: 1445.61 ms [2021-10-06 14:07:06 main:581] : INFO : Epoch 1858 | loss: 0.0311107 | val_loss: 0.0311763 | Time: 1431.23 ms [2021-10-06 14:07:08 main:581] : INFO : Epoch 1859 | loss: 0.0311051 | val_loss: 0.0311702 | Time: 1450.71 ms [2021-10-06 14:07:09 main:581] : INFO : Epoch 1860 | loss: 0.0311054 | val_loss: 0.0311742 | Time: 1498.95 ms [2021-10-06 14:07:11 main:581] : INFO : Epoch 1861 | loss: 0.0311033 | val_loss: 0.0311687 | Time: 1544.42 ms [2021-10-06 14:07:12 main:581] : INFO : Epoch 1862 | loss: 0.0311036 | val_loss: 0.0311738 | Time: 1469.31 ms [2021-10-06 14:07:13 main:581] : INFO : Epoch 1863 | loss: 0.0311041 | val_loss: 0.031173 | Time: 1467.02 ms [2021-10-06 14:07:15 main:581] : INFO : Epoch 1864 | loss: 0.0311039 | val_loss: 0.0311705 | Time: 1446.72 ms [2021-10-06 14:07:16 main:581] : INFO : Epoch 1865 | loss: 0.0311084 | val_loss: 0.0311805 | Time: 1451.27 ms [2021-10-06 14:07:18 main:581] : INFO : Epoch 1866 | loss: 0.031106 | val_loss: 0.0311775 | Time: 1457.33 ms [2021-10-06 14:07:19 main:581] : INFO : Epoch 1867 | loss: 0.031112 | val_loss: 0.0311704 | Time: 1450.74 ms [2021-10-06 14:07:21 main:581] : INFO : Epoch 1868 | loss: 0.0311174 | val_loss: 0.0311669 | Time: 1473.29 ms [2021-10-06 14:07:22 main:581] : INFO : Epoch 1869 | loss: 0.0311076 | val_loss: 0.0311698 | Time: 1473.46 ms [2021-10-06 14:07:24 main:581] : INFO : Epoch 1870 | loss: 0.0311069 | val_loss: 0.031169 | Time: 1482.94 ms [2021-10-06 14:07:25 main:581] : INFO : Epoch 1871 | loss: 0.0311042 | val_loss: 0.0311727 | Time: 1472.66 ms [2021-10-06 14:07:27 main:581] : INFO : Epoch 1872 | loss: 0.0311021 | val_loss: 0.0311799 | Time: 1476.31 ms [2021-10-06 14:07:28 main:581] : INFO : Epoch 1873 | loss: 0.0311026 | val_loss: 0.0311647 | Time: 1450.61 ms [2021-10-06 14:07:30 main:581] : INFO : Epoch 1874 | loss: 0.0311044 | val_loss: 0.0311668 | Time: 1539.48 ms [2021-10-06 14:07:31 main:581] : INFO : Epoch 1875 | loss: 0.0311044 | val_loss: 0.0311759 | Time: 1441.54 ms [2021-10-06 14:07:33 main:581] : INFO : Epoch 1876 | loss: 0.0311032 | val_loss: 0.031174 | Time: 1441.23 ms [2021-10-06 14:07:34 main:581] : INFO : Epoch 1877 | loss: 0.0311055 | val_loss: 0.0311637 | Time: 1446.91 ms [2021-10-06 14:07:35 main:581] : INFO : Epoch 1878 | loss: 0.0311051 | val_loss: 0.0311829 | Time: 1444.94 ms [2021-10-06 14:07:37 main:581] : INFO : Epoch 1879 | loss: 0.0311073 | val_loss: 0.0311668 | Time: 1452.69 ms [2021-10-06 14:07:38 main:581] : INFO : Epoch 1880 | loss: 0.031104 | val_loss: 0.0311709 | Time: 1444.14 ms [2021-10-06 14:07:40 main:581] : INFO : Epoch 1881 | loss: 0.0311037 | val_loss: 0.0311689 | Time: 1466.39 ms [2021-10-06 14:07:41 main:581] : INFO : Epoch 1882 | loss: 0.0311026 | val_loss: 0.0311848 | Time: 1513.21 ms [2021-10-06 14:07:43 main:581] : INFO : Epoch 1883 | loss: 0.0311037 | val_loss: 0.0311735 | Time: 1442.35 ms [2021-10-06 14:07:44 main:581] : INFO : Epoch 1884 | loss: 0.0311045 | val_loss: 0.031177 | Time: 1466.2 ms [2021-10-06 14:07:46 main:581] : INFO : Epoch 1885 | loss: 0.0311021 | val_loss: 0.0311698 | Time: 1431.33 ms [2021-10-06 14:07:47 main:581] : INFO : Epoch 1886 | loss: 0.0311048 | val_loss: 0.0311621 | Time: 1487.97 ms [2021-10-06 14:07:49 main:581] : INFO : Epoch 1887 | loss: 0.0311088 | val_loss: 0.0311618 | Time: 1444.27 ms [2021-10-06 14:07:50 main:581] : INFO : Epoch 1888 | loss: 0.0311076 | val_loss: 0.031167 | Time: 1467.08 ms [2021-10-06 14:07:52 main:581] : INFO : Epoch 1889 | loss: 0.031106 | val_loss: 0.031164 | Time: 1451.87 ms [2021-10-06 14:07:53 main:581] : INFO : Epoch 1890 | loss: 0.031103 | val_loss: 0.031176 | Time: 1468.05 ms [2021-10-06 14:07:54 main:581] : INFO : Epoch 1891 | loss: 0.0311031 | val_loss: 0.0311758 | Time: 1490.48 ms [2021-10-06 14:07:56 main:581] : INFO : Epoch 1892 | loss: 0.0311011 | val_loss: 0.0311647 | Time: 1467.89 ms [2021-10-06 14:07:57 main:581] : INFO : Epoch 1893 | loss: 0.0311036 | val_loss: 0.0311711 | Time: 1449.72 ms [2021-10-06 14:07:59 main:581] : INFO : Epoch 1894 | loss: 0.0311042 | val_loss: 0.0311632 | Time: 1453.98 ms [2021-10-06 14:08:00 main:581] : INFO : Epoch 1895 | loss: 0.0311085 | val_loss: 0.0311611 | Time: 1458.48 ms [2021-10-06 14:08:02 main:581] : INFO : Epoch 1896 | loss: 0.0311064 | val_loss: 0.0311662 | Time: 1467.21 ms [2021-10-06 14:08:03 main:581] : INFO : Epoch 1897 | loss: 0.0311081 | val_loss: 0.031161 | Time: 1450.55 ms [2021-10-06 14:08:05 main:581] : INFO : Epoch 1898 | loss: 0.0311088 | val_loss: 0.0311702 | Time: 1433.64 ms [2021-10-06 14:08:06 main:581] : INFO : Epoch 1899 | loss: 0.0311052 | val_loss: 0.0311811 | Time: 1442.24 ms [2021-10-06 14:08:08 main:581] : INFO : Epoch 1900 | loss: 0.0311125 | val_loss: 0.0311662 | Time: 1468.58 ms [2021-10-06 14:08:09 main:581] : INFO : Epoch 1901 | loss: 0.0311094 | val_loss: 0.0311708 | Time: 1457.78 ms [2021-10-06 14:08:10 main:581] : INFO : Epoch 1902 | loss: 0.0311078 | val_loss: 0.0311612 | Time: 1445.5 ms [2021-10-06 14:08:12 main:581] : INFO : Epoch 1903 | loss: 0.0311068 | val_loss: 0.0311694 | Time: 1437.66 ms [2021-10-06 14:08:13 main:581] : INFO : Epoch 1904 | loss: 0.0311033 | val_loss: 0.0311677 | Time: 1441.19 ms [2021-10-06 14:08:15 main:581] : INFO : Epoch 1905 | loss: 0.0311034 | val_loss: 0.031172 | Time: 1450.56 ms [2021-10-06 14:08:16 main:581] : INFO : Epoch 1906 | loss: 0.031105 | val_loss: 0.0311753 | Time: 1462.13 ms [2021-10-06 14:08:18 main:581] : INFO : Epoch 1907 | loss: 0.0311156 | val_loss: 0.0312242 | Time: 1458.12 ms [2021-10-06 14:08:19 main:581] : INFO : Epoch 1908 | loss: 0.0311982 | val_loss: 0.0323368 | Time: 1459.35 ms [2021-10-06 14:08:21 main:581] : INFO : Epoch 1909 | loss: 0.0346094 | val_loss: 0.0320313 | Time: 1427.63 ms [2021-10-06 14:08:22 main:581] : INFO : Epoch 1910 | loss: 0.0316607 | val_loss: 0.0318982 | Time: 1487.45 ms [2021-10-06 14:08:24 main:581] : INFO : Epoch 1911 | loss: 0.0315699 | val_loss: 0.0312828 | Time: 1460.09 ms [2021-10-06 14:08:25 main:581] : INFO : Epoch 1912 | loss: 0.0312087 | val_loss: 0.0311868 | Time: 1455.21 ms [2021-10-06 14:08:26 main:581] : INFO : Epoch 1913 | loss: 0.0311406 | val_loss: 0.031169 | Time: 1424.72 ms [2021-10-06 14:08:28 main:581] : INFO : Epoch 1914 | loss: 0.0311219 | val_loss: 0.0311611 | Time: 1449.03 ms [2021-10-06 14:08:29 main:581] : INFO : Epoch 1915 | loss: 0.0311162 | val_loss: 0.0311647 | Time: 1464.82 ms [2021-10-06 14:08:31 main:581] : INFO : Epoch 1916 | loss: 0.0311139 | val_loss: 0.0311731 | Time: 1439.06 ms [2021-10-06 14:08:32 main:581] : INFO : Epoch 1917 | loss: 0.0311085 | val_loss: 0.0311651 | Time: 1457.16 ms [2021-10-06 14:08:34 main:581] : INFO : Epoch 1918 | loss: 0.0311062 | val_loss: 0.031166 | Time: 1446.22 ms [2021-10-06 14:08:35 main:581] : INFO : Epoch 1919 | loss: 0.0311083 | val_loss: 0.0311681 | Time: 1443.07 ms [2021-10-06 14:08:37 main:581] : INFO : Epoch 1920 | loss: 0.0311086 | val_loss: 0.0311605 | Time: 1455.38 ms [2021-10-06 14:08:38 main:581] : INFO : Epoch 1921 | loss: 0.0311086 | val_loss: 0.0311832 | Time: 1429.04 ms [2021-10-06 14:08:39 main:581] : INFO : Epoch 1922 | loss: 0.0311093 | val_loss: 0.0311779 | Time: 1449 ms [2021-10-06 14:08:41 main:581] : INFO : Epoch 1923 | loss: 0.0311101 | val_loss: 0.031162 | Time: 1436.63 ms [2021-10-06 14:08:42 main:581] : INFO : Epoch 1924 | loss: 0.0311075 | val_loss: 0.0311683 | Time: 1445.19 ms [2021-10-06 14:08:44 main:581] : INFO : Epoch 1925 | loss: 0.0311043 | val_loss: 0.0311672 | Time: 1442.32 ms [2021-10-06 14:08:45 main:581] : INFO : Epoch 1926 | loss: 0.0311057 | val_loss: 0.0311663 | Time: 1463.42 ms [2021-10-06 14:08:47 main:581] : INFO : Epoch 1927 | loss: 0.0311059 | val_loss: 0.031163 | Time: 1440.78 ms [2021-10-06 14:08:48 main:581] : INFO : Epoch 1928 | loss: 0.0311073 | val_loss: 0.0311651 | Time: 1456.13 ms [2021-10-06 14:08:50 main:581] : INFO : Epoch 1929 | loss: 0.0311069 | val_loss: 0.0311627 | Time: 1472.62 ms [2021-10-06 14:08:51 main:581] : INFO : Epoch 1930 | loss: 0.0311063 | val_loss: 0.0311739 | Time: 1449.83 ms [2021-10-06 14:08:53 main:581] : INFO : Epoch 1931 | loss: 0.0311043 | val_loss: 0.031171 | Time: 1461.79 ms [2021-10-06 14:08:54 main:581] : INFO : Epoch 1932 | loss: 0.0311037 | val_loss: 0.0311819 | Time: 1452.66 ms [2021-10-06 14:08:55 main:581] : INFO : Epoch 1933 | loss: 0.0311016 | val_loss: 0.0311731 | Time: 1458.74 ms [2021-10-06 14:08:57 main:581] : INFO : Epoch 1934 | loss: 0.0311047 | val_loss: 0.0311577 | Time: 1462.7 ms [2021-10-06 14:08:58 main:581] : INFO : Epoch 1935 | loss: 0.0311051 | val_loss: 0.0311596 | Time: 1432.79 ms [2021-10-06 14:09:00 main:581] : INFO : Epoch 1936 | loss: 0.0311067 | val_loss: 0.0311565 | Time: 1470.93 ms [2021-10-06 14:09:01 main:581] : INFO : Epoch 1937 | loss: 0.0311096 | val_loss: 0.0311725 | Time: 1477.64 ms [2021-10-06 14:09:03 main:581] : INFO : Epoch 1938 | loss: 0.0311064 | val_loss: 0.0311646 | Time: 1446.18 ms [2021-10-06 14:09:04 main:581] : INFO : Epoch 1939 | loss: 0.0311052 | val_loss: 0.0311705 | Time: 1463.95 ms [2021-10-06 14:09:06 main:581] : INFO : Epoch 1940 | loss: 0.0311053 | val_loss: 0.031161 | Time: 1451.01 ms [2021-10-06 14:09:07 main:581] : INFO : Epoch 1941 | loss: 0.0311065 | val_loss: 0.0311875 | Time: 1435.19 ms [2021-10-06 14:09:09 main:581] : INFO : Epoch 1942 | loss: 0.0311032 | val_loss: 0.0311741 | Time: 1442.19 ms [2021-10-06 14:09:10 main:581] : INFO : Epoch 1943 | loss: 0.0311036 | val_loss: 0.0311705 | Time: 1474.38 ms [2021-10-06 14:09:11 main:581] : INFO : Epoch 1944 | loss: 0.0311064 | val_loss: 0.0311655 | Time: 1485.93 ms [2021-10-06 14:09:13 main:581] : INFO : Epoch 1945 | loss: 0.0311069 | val_loss: 0.0311784 | Time: 1459.38 ms [2021-10-06 14:09:14 main:581] : INFO : Epoch 1946 | loss: 0.0311043 | val_loss: 0.0311652 | Time: 1450.79 ms [2021-10-06 14:09:16 main:581] : INFO : Epoch 1947 | loss: 0.0311073 | val_loss: 0.0311755 | Time: 1449.19 ms [2021-10-06 14:09:17 main:581] : INFO : Epoch 1948 | loss: 0.0311085 | val_loss: 0.0311744 | Time: 1458.43 ms [2021-10-06 14:09:19 main:581] : INFO : Epoch 1949 | loss: 0.0311083 | val_loss: 0.0311731 | Time: 1452.29 ms [2021-10-06 14:09:20 main:581] : INFO : Epoch 1950 | loss: 0.0311063 | val_loss: 0.0311681 | Time: 1456.19 ms [2021-10-06 14:09:22 main:581] : INFO : Epoch 1951 | loss: 0.0311073 | val_loss: 0.0311631 | Time: 1454.83 ms [2021-10-06 14:09:23 main:581] : INFO : Epoch 1952 | loss: 0.0311087 | val_loss: 0.0311678 | Time: 1437.85 ms [2021-10-06 14:09:25 main:581] : INFO : Epoch 1953 | loss: 0.03111 | val_loss: 0.0311833 | Time: 1471.4 ms [2021-10-06 14:09:26 main:581] : INFO : Epoch 1954 | loss: 0.0311176 | val_loss: 0.0311601 | Time: 1457.95 ms [2021-10-06 14:09:27 main:581] : INFO : Epoch 1955 | loss: 0.0311158 | val_loss: 0.0311795 | Time: 1451.1 ms [2021-10-06 14:09:29 main:581] : INFO : Epoch 1956 | loss: 0.0311112 | val_loss: 0.0311679 | Time: 1459.77 ms [2021-10-06 14:09:30 main:581] : INFO : Epoch 1957 | loss: 0.0311087 | val_loss: 0.0311602 | Time: 1440.8 ms [2021-10-06 14:09:32 main:581] : INFO : Epoch 1958 | loss: 0.0311091 | val_loss: 0.0311757 | Time: 1449.19 ms [2021-10-06 14:09:33 main:581] : INFO : Epoch 1959 | loss: 0.0311094 | val_loss: 0.031176 | Time: 1483.17 ms [2021-10-06 14:09:35 main:581] : INFO : Epoch 1960 | loss: 0.0311174 | val_loss: 0.0311628 | Time: 1456.06 ms [2021-10-06 14:09:36 main:581] : INFO : Epoch 1961 | loss: 0.0311112 | val_loss: 0.0311778 | Time: 1463.69 ms [2021-10-06 14:09:38 main:581] : INFO : Epoch 1962 | loss: 0.0311109 | val_loss: 0.0311674 | Time: 1461.87 ms [2021-10-06 14:09:39 main:581] : INFO : Epoch 1963 | loss: 0.0311051 | val_loss: 0.031168 | Time: 1434.21 ms [2021-10-06 14:09:41 main:581] : INFO : Epoch 1964 | loss: 0.031107 | val_loss: 0.0311801 | Time: 1465.4 ms [2021-10-06 14:09:42 main:581] : INFO : Epoch 1965 | loss: 0.0311105 | val_loss: 0.0311598 | Time: 1450.1 ms [2021-10-06 14:09:44 main:581] : INFO : Epoch 1966 | loss: 0.031116 | val_loss: 0.0311813 | Time: 1452.24 ms [2021-10-06 14:09:45 main:581] : INFO : Epoch 1967 | loss: 0.0311129 | val_loss: 0.0311638 | Time: 1459.42 ms [2021-10-06 14:09:46 main:581] : INFO : Epoch 1968 | loss: 0.0311068 | val_loss: 0.0311748 | Time: 1460.78 ms [2021-10-06 14:09:48 main:581] : INFO : Epoch 1969 | loss: 0.0311092 | val_loss: 0.0311705 | Time: 1465.07 ms [2021-10-06 14:09:49 main:581] : INFO : Epoch 1970 | loss: 0.0311108 | val_loss: 0.0311713 | Time: 1478.25 ms [2021-10-06 14:09:51 main:581] : INFO : Epoch 1971 | loss: 0.0311211 | val_loss: 0.0311786 | Time: 1437.85 ms [2021-10-06 14:09:52 main:581] : INFO : Epoch 1972 | loss: 0.0311163 | val_loss: 0.0311589 | Time: 1449.6 ms [2021-10-06 14:09:54 main:581] : INFO : Epoch 1973 | loss: 0.031133 | val_loss: 0.0311595 | Time: 1448.23 ms [2021-10-06 14:09:55 main:581] : INFO : Epoch 1974 | loss: 0.0311281 | val_loss: 0.0311538 | Time: 1470.8 ms [2021-10-06 14:09:57 main:581] : INFO : Epoch 1975 | loss: 0.0311223 | val_loss: 0.0311571 | Time: 1455.93 ms [2021-10-06 14:09:58 main:581] : INFO : Epoch 1976 | loss: 0.0311202 | val_loss: 0.0311716 | Time: 1442.02 ms [2021-10-06 14:10:00 main:581] : INFO : Epoch 1977 | loss: 0.031118 | val_loss: 0.0311582 | Time: 1447.64 ms [2021-10-06 14:10:01 main:581] : INFO : Epoch 1978 | loss: 0.0311151 | val_loss: 0.0311643 | Time: 1490.5 ms [2021-10-06 14:10:03 main:581] : INFO : Epoch 1979 | loss: 0.031116 | val_loss: 0.0311691 | Time: 1481.96 ms [2021-10-06 14:10:04 main:581] : INFO : Epoch 1980 | loss: 0.0311129 | val_loss: 0.031163 | Time: 1454.15 ms [2021-10-06 14:10:05 main:581] : INFO : Epoch 1981 | loss: 0.03111 | val_loss: 0.0311647 | Time: 1454.13 ms [2021-10-06 14:10:07 main:581] : INFO : Epoch 1982 | loss: 0.0311076 | val_loss: 0.0311616 | Time: 1461.3 ms [2021-10-06 14:10:08 main:581] : INFO : Epoch 1983 | loss: 0.0311063 | val_loss: 0.0311887 | Time: 1454.23 ms [2021-10-06 14:10:10 main:581] : INFO : Epoch 1984 | loss: 0.031109 | val_loss: 0.0311703 | Time: 1432.21 ms [2021-10-06 14:10:11 main:581] : INFO : Epoch 1985 | loss: 0.0311101 | val_loss: 0.0311632 | Time: 1477.85 ms [2021-10-06 14:10:13 main:581] : INFO : Epoch 1986 | loss: 0.0311164 | val_loss: 0.0311601 | Time: 1477.28 ms [2021-10-06 14:10:14 main:581] : INFO : Epoch 1987 | loss: 0.0311124 | val_loss: 0.0311701 | Time: 1431.21 ms [2021-10-06 14:10:16 main:581] : INFO : Epoch 1988 | loss: 0.03111 | val_loss: 0.0311683 | Time: 1457.44 ms [2021-10-06 14:10:17 main:581] : INFO : Epoch 1989 | loss: 0.0311079 | val_loss: 0.031159 | Time: 1442.97 ms [2021-10-06 14:10:18 main:581] : INFO : Epoch 1990 | loss: 0.031106 | val_loss: 0.0311648 | Time: 1450.95 ms [2021-10-06 14:10:20 main:581] : INFO : Epoch 1991 | loss: 0.0311049 | val_loss: 0.0311676 | Time: 1460.65 ms [2021-10-06 14:10:21 main:581] : INFO : Epoch 1992 | loss: 0.0311053 | val_loss: 0.0311636 | Time: 1451.01 ms [2021-10-06 14:10:23 main:581] : INFO : Epoch 1993 | loss: 0.0311061 | val_loss: 0.0311579 | Time: 1466.76 ms [2021-10-06 14:10:24 main:581] : INFO : Epoch 1994 | loss: 0.0311056 | val_loss: 0.0311652 | Time: 1445.18 ms [2021-10-06 14:10:26 main:581] : INFO : Epoch 1995 | loss: 0.0311049 | val_loss: 0.0311681 | Time: 1480.82 ms [2021-10-06 14:10:27 main:581] : INFO : Epoch 1996 | loss: 0.0311054 | val_loss: 0.0311873 | Time: 1453.19 ms [2021-10-06 14:10:29 main:581] : INFO : Epoch 1997 | loss: 0.0311033 | val_loss: 0.0311632 | Time: 1464.47 ms [2021-10-06 14:10:30 main:581] : INFO : Epoch 1998 | loss: 0.0311062 | val_loss: 0.0311662 | Time: 1438.58 ms [2021-10-06 14:10:32 main:581] : INFO : Epoch 1999 | loss: 0.0311081 | val_loss: 0.0311811 | Time: 1450.06 ms [2021-10-06 14:10:33 main:581] : INFO : Epoch 2000 | loss: 0.0311069 | val_loss: 0.0311726 | Time: 1444.49 ms [2021-10-06 14:10:35 main:581] : INFO : Epoch 2001 | loss: 0.031105 | val_loss: 0.0311613 | Time: 1452.72 ms [2021-10-06 14:10:36 main:581] : INFO : Epoch 2002 | loss: 0.0311078 | val_loss: 0.0311751 | Time: 1449.05 ms [2021-10-06 14:10:37 main:581] : INFO : Epoch 2003 | loss: 0.0311039 | val_loss: 0.031179 | Time: 1533.83 ms [2021-10-06 14:10:39 main:581] : INFO : Epoch 2004 | loss: 0.0311048 | val_loss: 0.0311756 | Time: 1543.19 ms [2021-10-06 14:10:41 main:581] : INFO : Epoch 2005 | loss: 0.0311044 | val_loss: 0.0311708 | Time: 1542.07 ms [2021-10-06 14:10:42 main:581] : INFO : Epoch 2006 | loss: 0.0311036 | val_loss: 0.0311742 | Time: 1479.49 ms [2021-10-06 14:10:44 main:581] : INFO : Epoch 2007 | loss: 0.0311043 | val_loss: 0.0311789 | Time: 1469.79 ms [2021-10-06 14:10:45 main:581] : INFO : Epoch 2008 | loss: 0.0311043 | val_loss: 0.0311823 | Time: 1457.53 ms [2021-10-06 14:10:46 main:581] : INFO : Epoch 2009 | loss: 0.0311015 | val_loss: 0.031163 | Time: 1448.2 ms [2021-10-06 14:10:48 main:581] : INFO : Epoch 2010 | loss: 0.031103 | val_loss: 0.0311647 | Time: 1556.67 ms [2021-10-06 14:10:49 main:581] : INFO : Epoch 2011 | loss: 0.0311045 | val_loss: 0.03117 | Time: 1490.05 ms [2021-10-06 14:10:51 main:581] : INFO : Epoch 2012 | loss: 0.0311088 | val_loss: 0.0311773 | Time: 1509.06 ms [2021-10-06 14:10:52 main:581] : INFO : Epoch 2013 | loss: 0.0311061 | val_loss: 0.0311731 | Time: 1456.92 ms [2021-10-06 14:10:54 main:581] : INFO : Epoch 2014 | loss: 0.0311034 | val_loss: 0.0311688 | Time: 1472.36 ms [2021-10-06 14:10:55 main:581] : INFO : Epoch 2015 | loss: 0.0311028 | val_loss: 0.0311793 | Time: 1467.02 ms [2021-10-06 14:10:57 main:581] : INFO : Epoch 2016 | loss: 0.031103 | val_loss: 0.031185 | Time: 1492.01 ms [2021-10-06 14:10:58 main:581] : INFO : Epoch 2017 | loss: 0.0311033 | val_loss: 0.0311752 | Time: 1468.16 ms [2021-10-06 14:11:00 main:581] : INFO : Epoch 2018 | loss: 0.0311032 | val_loss: 0.031181 | Time: 1471.63 ms [2021-10-06 14:11:01 main:581] : INFO : Epoch 2019 | loss: 0.0311085 | val_loss: 0.0311689 | Time: 1483.94 ms [2021-10-06 14:11:03 main:581] : INFO : Epoch 2020 | loss: 0.0311091 | val_loss: 0.0311761 | Time: 1474.42 ms [2021-10-06 14:11:04 main:581] : INFO : Epoch 2021 | loss: 0.031105 | val_loss: 0.031185 | Time: 1488.67 ms [2021-10-06 14:11:06 main:581] : INFO : Epoch 2022 | loss: 0.031105 | val_loss: 0.0311755 | Time: 1448.61 ms [2021-10-06 14:11:07 main:581] : INFO : Epoch 2023 | loss: 0.0311018 | val_loss: 0.0311782 | Time: 1458.87 ms [2021-10-06 14:11:09 main:581] : INFO : Epoch 2024 | loss: 0.0311008 | val_loss: 0.0311856 | Time: 1472.22 ms [2021-10-06 14:11:10 main:581] : INFO : Epoch 2025 | loss: 0.0310989 | val_loss: 0.0311721 | Time: 1461.59 ms [2021-10-06 14:11:12 main:581] : INFO : Epoch 2026 | loss: 0.0311014 | val_loss: 0.0311747 | Time: 1452.5 ms [2021-10-06 14:11:13 main:581] : INFO : Epoch 2027 | loss: 0.0311035 | val_loss: 0.0311814 | Time: 1462.27 ms [2021-10-06 14:11:14 main:581] : INFO : Epoch 2028 | loss: 0.0311 | val_loss: 0.0311641 | Time: 1445.55 ms [2021-10-06 14:11:16 main:581] : INFO : Epoch 2029 | loss: 0.0311033 | val_loss: 0.0311694 | Time: 1486.32 ms [2021-10-06 14:11:17 main:581] : INFO : Epoch 2030 | loss: 0.0311072 | val_loss: 0.0311807 | Time: 1449.77 ms [2021-10-06 14:11:19 main:581] : INFO : Epoch 2031 | loss: 0.0311059 | val_loss: 0.0311602 | Time: 1455.76 ms [2021-10-06 14:11:20 main:581] : INFO : Epoch 2032 | loss: 0.0311125 | val_loss: 0.031189 | Time: 1441.84 ms [2021-10-06 14:11:22 main:581] : INFO : Epoch 2033 | loss: 0.0311086 | val_loss: 0.0311606 | Time: 1438.36 ms [2021-10-06 14:11:23 main:581] : INFO : Epoch 2034 | loss: 0.0311056 | val_loss: 0.0311597 | Time: 1448.4 ms [2021-10-06 14:11:25 main:581] : INFO : Epoch 2035 | loss: 0.0311118 | val_loss: 0.0311768 | Time: 1478.65 ms [2021-10-06 14:11:26 main:581] : INFO : Epoch 2036 | loss: 0.0311092 | val_loss: 0.0311623 | Time: 1468.41 ms [2021-10-06 14:11:28 main:581] : INFO : Epoch 2037 | loss: 0.0311068 | val_loss: 0.0311755 | Time: 1456.55 ms [2021-10-06 14:11:29 main:581] : INFO : Epoch 2038 | loss: 0.0311045 | val_loss: 0.031162 | Time: 1467.38 ms [2021-10-06 14:11:31 main:581] : INFO : Epoch 2039 | loss: 0.0311066 | val_loss: 0.0311724 | Time: 1484.67 ms [2021-10-06 14:11:32 main:581] : INFO : Epoch 2040 | loss: 0.031103 | val_loss: 0.0311793 | Time: 1462.09 ms [2021-10-06 14:11:33 main:581] : INFO : Epoch 2041 | loss: 0.0311059 | val_loss: 0.031179 | Time: 1432.46 ms [2021-10-06 14:11:35 main:581] : INFO : Epoch 2042 | loss: 0.0311029 | val_loss: 0.0311827 | Time: 1424.19 ms [2021-10-06 14:11:36 main:581] : INFO : Epoch 2043 | loss: 0.0311025 | val_loss: 0.0311793 | Time: 1462.5 ms [2021-10-06 14:11:38 main:581] : INFO : Epoch 2044 | loss: 0.031102 | val_loss: 0.0311747 | Time: 1466.28 ms [2021-10-06 14:11:39 main:581] : INFO : Epoch 2045 | loss: 0.0311035 | val_loss: 0.0311714 | Time: 1462.27 ms [2021-10-06 14:11:41 main:581] : INFO : Epoch 2046 | loss: 0.0311027 | val_loss: 0.0311818 | Time: 1486.33 ms [2021-10-06 14:11:42 main:581] : INFO : Epoch 2047 | loss: 0.0311016 | val_loss: 0.0311694 | Time: 1457.78 ms [2021-10-06 14:11:44 main:581] : INFO : Epoch 2048 | loss: 0.0311066 | val_loss: 0.0311686 | Time: 1456.84 ms [2021-10-06 14:11:44 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686 [2021-10-06 14:11:44 main:610] : INFO : Saving end state to config to file [2021-10-06 14:11:44 main:615] : INFO : Success, exiting.. 14:11:44 (3576504): 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)