Task 9558937
| Name | ParityModified-1636224985-14694-3-0_2 |
| Workunit | 6578158 |
| Created | 7 Dec 2021, 12:00:56 UTC |
| Sent | 7 Dec 2021, 12:19:02 UTC |
| Report deadline | 15 Dec 2021, 12:19:02 UTC |
| Received | 7 Dec 2021, 14:33:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 50 min 22 sec |
| CPU time | 50 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 23:56 main:581] : INFO : Epoch 1538 | loss: 0.0311823 | val_loss: 0.0311801 | Time: 1446.76 ms [2021-12-07 14:23:57 main:581] : INFO : Epoch 1539 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 1451.05 ms [2021-12-07 14:23:58 main:581] : INFO : Epoch 1540 | loss: 0.0311845 | val_loss: 0.0311827 | Time: 1467.59 ms [2021-12-07 14:24:00 main:581] : INFO : Epoch 1541 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 1553.53 ms [2021-12-07 14:24:01 main:581] : INFO : Epoch 1542 | loss: 0.0311826 | val_loss: 0.0311845 | Time: 1445.48 ms [2021-12-07 14:24:03 main:581] : INFO : Epoch 1543 | loss: 0.0311818 | val_loss: 0.0311823 | Time: 1459.41 ms [2021-12-07 14:24:04 main:581] : INFO : Epoch 1544 | loss: 0.0311843 | val_loss: 0.0311833 | Time: 1463.19 ms [2021-12-07 14:24:06 main:581] : INFO : Epoch 1545 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 1438.88 ms [2021-12-07 14:24:08 main:581] : INFO : Epoch 1546 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 1861.95 ms [2021-12-07 14:24:09 main:581] : INFO : Epoch 1547 | loss: 0.0311841 | val_loss: 0.0311801 | Time: 1719.82 ms [2021-12-07 14:24:11 main:581] : INFO : Epoch 1548 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 1438.64 ms [2021-12-07 14:24:12 main:581] : INFO : Epoch 1549 | loss: 0.0311832 | val_loss: 0.031185 | Time: 1453.03 ms [2021-12-07 14:24:14 main:581] : INFO : Epoch 1550 | loss: 0.0311812 | val_loss: 0.03118 | Time: 1437.46 ms [2021-12-07 14:24:15 main:581] : INFO : Epoch 1551 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 1480.54 ms [2021-12-07 14:24:17 main:581] : INFO : Epoch 1552 | loss: 0.0311826 | val_loss: 0.0311789 | Time: 1435.83 ms [2021-12-07 14:24:18 main:581] : INFO : Epoch 1553 | loss: 0.0311828 | val_loss: 0.0311807 | Time: 1576.78 ms [2021-12-07 14:24:20 main:581] : INFO : Epoch 1554 | loss: 0.0311837 | val_loss: 0.0311833 | Time: 1439.63 ms [2021-12-07 14:24:21 main:581] : INFO : Epoch 1555 | loss: 0.0311834 | val_loss: 0.0311817 | Time: 1475.08 ms [2021-12-07 14:24:23 main:581] : INFO : Epoch 1556 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 1436.62 ms [2021-12-07 14:24:24 main:581] : INFO : Epoch 1557 | loss: 0.0311833 | val_loss: 0.0311831 | Time: 1453.04 ms [2021-12-07 14:24:25 main:581] : INFO : Epoch 1558 | loss: 0.0311814 | val_loss: 0.0311808 | Time: 1440.06 ms [2021-12-07 14:24:27 main:581] : INFO : Epoch 1559 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 1475.98 ms [2021-12-07 14:24:28 main:581] : INFO : Epoch 1560 | loss: 0.0311815 | val_loss: 0.03118 | Time: 1437.15 ms [2021-12-07 14:24:30 main:581] : INFO : Epoch 1561 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 1449.76 ms [2021-12-07 14:24:31 main:581] : INFO : Epoch 1562 | loss: 0.0311805 | val_loss: 0.0311797 | Time: 1439.33 ms [2021-12-07 14:24:33 main:581] : INFO : Epoch 1563 | loss: 0.03118 | val_loss: 0.0311809 | Time: 1477.52 ms [2021-12-07 14:24:34 main:581] : INFO : Epoch 1564 | loss: 0.031181 | val_loss: 0.0311803 | Time: 1437.21 ms [2021-12-07 14:24:36 main:581] : INFO : Epoch 1565 | loss: 0.03118 | val_loss: 0.0311785 | Time: 1450.74 ms [2021-12-07 14:24:37 main:581] : INFO : Epoch 1566 | loss: 0.0311802 | val_loss: 0.0311788 | Time: 1443.6 ms [2021-12-07 14:24:39 main:581] : INFO : Epoch 1567 | loss: 0.03118 | val_loss: 0.0311782 | Time: 1479.6 ms [2021-12-07 14:24:40 main:581] : INFO : Epoch 1568 | loss: 0.0311788 | val_loss: 0.0311779 | Time: 1436.73 ms [2021-12-07 14:24:41 main:581] : INFO : Epoch 1569 | loss: 0.031181 | val_loss: 0.0311843 | Time: 1455.02 ms [2021-12-07 14:24:43 main:581] : INFO : Epoch 1570 | loss: 0.0311805 | val_loss: 0.0311792 | Time: 1445.82 ms [2021-12-07 14:24:44 main:581] : INFO : Epoch 1571 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 1479.86 ms [2021-12-07 14:24:46 main:581] : INFO : Epoch 1572 | loss: 0.0311806 | val_loss: 0.0311796 | Time: 1432.62 ms [2021-12-07 14:24:47 main:581] : INFO : Epoch 1573 | loss: 0.0311852 | val_loss: 0.031189 | Time: 1453.49 ms [2021-12-07 14:24:49 main:581] : INFO : Epoch 1574 | loss: 0.0311814 | val_loss: 0.0311778 | Time: 1446 ms [2021-12-07 14:24:50 main:581] : INFO : Epoch 1575 | loss: 0.0311791 | val_loss: 0.0311786 | Time: 1474.16 ms [2021-12-07 14:24:52 main:581] : INFO : Epoch 1576 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 1432.17 ms [2021-12-07 14:24:53 main:581] : INFO : Epoch 1577 | loss: 0.0311833 | val_loss: 0.0311787 | Time: 1449.31 ms [2021-12-07 14:24:55 main:581] : INFO : Epoch 1578 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 1449.62 ms [2021-12-07 14:24:56 main:581] : INFO : Epoch 1579 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1587.23 ms [2021-12-07 14:24:58 main:581] : INFO : Epoch 1580 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 1435.96 ms [2021-12-07 14:24:59 main:581] : INFO : Epoch 1581 | loss: 0.0311817 | val_loss: 0.0311821 | Time: 1451.44 ms [2021-12-07 14:25:00 main:581] : INFO : Epoch 1582 | loss: 0.0311801 | val_loss: 0.031177 | Time: 1447.11 ms [2021-12-07 14:25:02 main:581] : INFO : Epoch 1583 | loss: 0.0311808 | val_loss: 0.031177 | Time: 1471.25 ms [2021-12-07 14:25:03 main:581] : INFO : Epoch 1584 | loss: 0.0311809 | val_loss: 0.031183 | Time: 1431.18 ms [2021-12-07 14:25:05 main:581] : INFO : Epoch 1585 | loss: 0.0311809 | val_loss: 0.03118 | Time: 1449 ms [2021-12-07 14:25:06 main:581] : INFO : Epoch 1586 | loss: 0.0311804 | val_loss: 0.031177 | Time: 1445.18 ms [2021-12-07 14:25:08 main:581] : INFO : Epoch 1587 | loss: 0.0311817 | val_loss: 0.0311813 | Time: 1470.59 ms [2021-12-07 14:25:09 main:581] : INFO : Epoch 1588 | loss: 0.0311803 | val_loss: 0.031177 | Time: 1475.99 ms [2021-12-07 14:25:11 main:581] : INFO : Epoch 1589 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 1448.14 ms [2021-12-07 14:25:12 main:581] : INFO : Epoch 1590 | loss: 0.0311819 | val_loss: 0.0311776 | Time: 1444.12 ms [2021-12-07 14:25:14 main:581] : INFO : Epoch 1591 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 1472.69 ms [2021-12-07 14:25:15 main:581] : INFO : Epoch 1592 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 1429.76 ms [2021-12-07 14:25:16 main:581] : INFO : Epoch 1593 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 1451.01 ms [2021-12-07 14:25:18 main:581] : INFO : Epoch 1594 | loss: 0.0311787 | val_loss: 0.0311768 | Time: 1442.08 ms [2021-12-07 14:25:19 main:581] : INFO : Epoch 1595 | loss: 0.0311788 | val_loss: 0.0311786 | Time: 1471.5 ms [2021-12-07 14:25:21 main:581] : INFO : Epoch 1596 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 1429.05 ms [2021-12-07 14:25:22 main:581] : INFO : Epoch 1597 | loss: 0.031178 | val_loss: 0.0311798 | Time: 1452.01 ms [2021-12-07 14:25:24 main:581] : INFO : Epoch 1598 | loss: 0.0311789 | val_loss: 0.0311777 | Time: 1446.16 ms [2021-12-07 14:25:25 main:581] : INFO : Epoch 1599 | loss: 0.0311802 | val_loss: 0.0311769 | Time: 1471.77 ms [2021-12-07 14:25:27 main:581] : INFO : Epoch 1600 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 1431.2 ms [2021-12-07 14:25:28 main:581] : INFO : Epoch 1601 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 1447.93 ms [2021-12-07 14:25:29 main:581] : INFO : Epoch 1602 | loss: 0.0311767 | val_loss: 0.0311854 | Time: 1447.25 ms [2021-12-07 14:25:31 main:581] : INFO : Epoch 1603 | loss: 0.0311809 | val_loss: 0.031182 | Time: 1469.88 ms [2021-12-07 14:25:32 main:581] : INFO : Epoch 1604 | loss: 0.0311858 | val_loss: 0.0311932 | Time: 1434.76 ms [2021-12-07 14:25:34 main:581] : INFO : Epoch 1605 | loss: 0.0311874 | val_loss: 0.0311847 | Time: 1454.4 ms [2021-12-07 14:25:35 main:581] : INFO : Epoch 1606 | loss: 0.0311842 | val_loss: 0.0311796 | Time: 1451.69 ms [2021-12-07 14:25:37 main:581] : INFO : Epoch 1607 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 1468.67 ms [2021-12-07 14:25:38 main:581] : INFO : Epoch 1608 | loss: 0.0311821 | val_loss: 0.03118 | Time: 1430.29 ms [2021-12-07 14:25:40 main:581] : INFO : Epoch 1609 | loss: 0.0311809 | val_loss: 0.0311787 | Time: 1454.82 ms [2021-12-07 14:25:41 main:581] : INFO : Epoch 1610 | loss: 0.0311812 | val_loss: 0.031179 | Time: 1449.35 ms [2021-12-07 14:25:43 main:581] : INFO : Epoch 1611 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 1468.99 ms [2021-12-07 14:25:44 main:581] : INFO : Epoch 1612 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 1431.21 ms [2021-12-07 14:25:45 main:581] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311778 | Time: 1448.96 ms [2021-12-07 14:25:47 main:581] : INFO : Epoch 1614 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 1447.75 ms [2021-12-07 14:25:48 main:581] : INFO : Epoch 1615 | loss: 0.0311758 | val_loss: 0.0311766 | Time: 1499.47 ms [2021-12-07 14:25:50 main:581] : INFO : Epoch 1616 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 1466.58 ms [2021-12-07 14:25:51 main:581] : INFO : Epoch 1617 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 1476.3 ms [2021-12-07 14:25:53 main:581] : INFO : Epoch 1618 | loss: 0.031177 | val_loss: 0.0311806 | Time: 1427.95 ms [2021-12-07 14:25:54 main:581] : INFO : Epoch 1619 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 1469.6 ms [2021-12-07 14:25:56 main:581] : INFO : Epoch 1620 | loss: 0.0311807 | val_loss: 0.0311819 | Time: 1437.85 ms [2021-12-07 14:25:57 main:581] : INFO : Epoch 1621 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 1676.24 ms [2021-12-07 14:25:59 main:581] : INFO : Epoch 1622 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1427.73 ms [2021-12-07 14:26:00 main:581] : INFO : Epoch 1623 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 1473.28 ms [2021-12-07 14:26:02 main:581] : INFO : Epoch 1624 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 1443.26 ms [2021-12-07 14:26:03 main:581] : INFO : Epoch 1625 | loss: 0.0311719 | val_loss: 0.0311769 | Time: 1458.3 ms [2021-12-07 14:26:05 main:581] : INFO : Epoch 1626 | loss: 0.031172 | val_loss: 0.0311724 | Time: 1429.05 ms [2021-12-07 14:26:06 main:581] : INFO : Epoch 1627 | loss: 0.0311717 | val_loss: 0.0311739 | Time: 1467.69 ms [2021-12-07 14:26:07 main:581] : INFO : Epoch 1628 | loss: 0.0311702 | val_loss: 0.0311745 | Time: 1440.63 ms [2021-12-07 14:26:09 main:581] : INFO : Epoch 1629 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 1460.3 ms [2021-12-07 14:26:10 main:581] : INFO : Epoch 1630 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 1427.46 ms [2021-12-07 14:26:12 main:581] : INFO : Epoch 1631 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 1467.54 ms [2021-12-07 14:26:13 main:581] : INFO : Epoch 1632 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 1439.28 ms [2021-12-07 14:26:15 main:581] : INFO : Epoch 1633 | loss: 0.0311689 | val_loss: 0.0311807 | Time: 1458.83 ms [2021-12-07 14:26:16 main:581] : INFO : Epoch 1634 | loss: 0.031178 | val_loss: 0.0311794 | Time: 1430.02 ms [2021-12-07 14:26:18 main:581] : INFO : Epoch 1635 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 1471.83 ms [2021-12-07 14:26:19 main:581] : INFO : Epoch 1636 | loss: 0.0311697 | val_loss: 0.0311714 | Time: 1438.19 ms [2021-12-07 14:26:21 main:581] : INFO : Epoch 1637 | loss: 0.0311685 | val_loss: 0.0311716 | Time: 1462.03 ms [2021-12-07 14:26:22 main:581] : INFO : Epoch 1638 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 1431.98 ms [2021-12-07 14:26:23 main:581] : INFO : Epoch 1639 | loss: 0.0311701 | val_loss: 0.0311737 | Time: 1471.01 ms [2021-12-07 14:26:25 main:581] : INFO : Epoch 1640 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 1440.96 ms [2021-12-07 14:26:26 main:581] : INFO : Epoch 1641 | loss: 0.031168 | val_loss: 0.031173 | Time: 1461.02 ms [2021-12-07 14:26:28 main:581] : INFO : Epoch 1642 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 1428.25 ms [2021-12-07 14:26:29 main:581] : INFO : Epoch 1643 | loss: 0.031169 | val_loss: 0.031174 | Time: 1478.77 ms [2021-12-07 14:26:31 main:581] : INFO : Epoch 1644 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1441.04 ms [2021-12-07 14:26:32 main:581] : INFO : Epoch 1645 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 1708.75 ms [2021-12-07 14:26:34 main:581] : INFO : Epoch 1646 | loss: 0.0311676 | val_loss: 0.031174 | Time: 1431.87 ms [2021-12-07 14:26:35 main:581] : INFO : Epoch 1647 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 1475.64 ms [2021-12-07 14:26:37 main:581] : INFO : Epoch 1648 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 1451.12 ms [2021-12-07 14:26:38 main:581] : INFO : Epoch 1649 | loss: 0.0311705 | val_loss: 0.031173 | Time: 1450.27 ms [2021-12-07 14:26:40 main:581] : INFO : Epoch 1650 | loss: 0.0311684 | val_loss: 0.0311714 | Time: 1436.85 ms [2021-12-07 14:26:41 main:581] : INFO : Epoch 1651 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1478.45 ms [2021-12-07 14:26:43 main:581] : INFO : Epoch 1652 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 1453.53 ms [2021-12-07 14:26:44 main:581] : INFO : Epoch 1653 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 1445.53 ms [2021-12-07 14:26:45 main:581] : INFO : Epoch 1654 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 1433.35 ms [2021-12-07 14:26:47 main:581] : INFO : Epoch 1655 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 1476.57 ms [2021-12-07 14:26:48 main:581] : INFO : Epoch 1656 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 1456.45 ms [2021-12-07 14:26:50 main:581] : INFO : Epoch 1657 | loss: 0.0311673 | val_loss: 0.031172 | Time: 1447.95 ms [2021-12-07 14:26:51 main:581] : INFO : Epoch 1658 | loss: 0.0311691 | val_loss: 0.03117 | Time: 1433.47 ms [2021-12-07 14:26:53 main:581] : INFO : Epoch 1659 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 1478.52 ms [2021-12-07 14:26:54 main:581] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 1457.63 ms [2021-12-07 14:26:56 main:581] : INFO : Epoch 1661 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 1441.99 ms [2021-12-07 14:26:57 main:581] : INFO : Epoch 1662 | loss: 0.0311672 | val_loss: 0.0311684 | Time: 1431.14 ms [2021-12-07 14:26:59 main:581] : INFO : Epoch 1663 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1477.45 ms [2021-12-07 14:27:00 main:581] : INFO : Epoch 1664 | loss: 0.0311654 | val_loss: 0.031173 | Time: 1458.63 ms [2021-12-07 14:27:01 main:581] : INFO : Epoch 1665 | loss: 0.0311648 | val_loss: 0.0311697 | Time: 1443.03 ms [2021-12-07 14:27:03 main:581] : INFO : Epoch 1666 | loss: 0.0311665 | val_loss: 0.0311697 | Time: 1431.81 ms [2021-12-07 14:27:04 main:581] : INFO : Epoch 1667 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 1475.84 ms [2021-12-07 14:27:06 main:581] : INFO : Epoch 1668 | loss: 0.0311632 | val_loss: 0.031168 | Time: 1461.14 ms [2021-12-07 14:27:07 main:581] : INFO : Epoch 1669 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 1443.86 ms [2021-12-07 14:27:09 main:581] : INFO : Epoch 1670 | loss: 0.0311647 | val_loss: 0.0311687 | Time: 1434.52 ms [2021-12-07 14:27:10 main:581] : INFO : Epoch 1671 | loss: 0.0311664 | val_loss: 0.0311713 | Time: 1479.5 ms [2021-12-07 14:27:12 main:581] : INFO : Epoch 1672 | loss: 0.0311638 | val_loss: 0.0311662 | Time: 1463.09 ms [2021-12-07 14:27:13 main:581] : INFO : Epoch 1673 | loss: 0.0311666 | val_loss: 0.0311784 | Time: 1440.24 ms [2021-12-07 14:27:15 main:581] : INFO : Epoch 1674 | loss: 0.0311674 | val_loss: 0.031173 | Time: 1433.77 ms [2021-12-07 14:27:16 main:581] : INFO : Epoch 1675 | loss: 0.0311646 | val_loss: 0.0311667 | Time: 1477.67 ms [2021-12-07 14:27:17 main:581] : INFO : Epoch 1676 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 1462.21 ms [2021-12-07 14:27:19 main:581] : INFO : Epoch 1677 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 1437.13 ms [2021-12-07 14:27:20 main:581] : INFO : Epoch 1678 | loss: 0.0311654 | val_loss: 0.0311654 | Time: 1430.15 ms [2021-12-07 14:27:22 main:581] : INFO : Epoch 1679 | loss: 0.031161 | val_loss: 0.0311654 | Time: 1476.37 ms [2021-12-07 14:27:23 main:581] : INFO : Epoch 1680 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 1463.43 ms [2021-12-07 14:27:25 main:581] : INFO : Epoch 1681 | loss: 0.0311618 | val_loss: 0.0311673 | Time: 1438.34 ms [2021-12-07 14:27:26 main:581] : INFO : Epoch 1682 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 1432.51 ms [2021-12-07 14:27:28 main:581] : INFO : Epoch 1683 | loss: 0.0311608 | val_loss: 0.0311666 | Time: 1474.34 ms [2021-12-07 14:27:29 main:581] : INFO : Epoch 1684 | loss: 0.0311599 | val_loss: 0.0311663 | Time: 1465.12 ms [2021-12-07 14:27:31 main:581] : INFO : Epoch 1685 | loss: 0.0311611 | val_loss: 0.0311661 | Time: 1437.61 ms [2021-12-07 14:27:32 main:581] : INFO : Epoch 1686 | loss: 0.0311627 | val_loss: 0.0311656 | Time: 1429.99 ms [2021-12-07 14:27:33 main:581] : INFO : Epoch 1687 | loss: 0.0311621 | val_loss: 0.0311635 | Time: 1475.93 ms [2021-12-07 14:27:35 main:581] : INFO : Epoch 1688 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 1467.12 ms [2021-12-07 14:27:36 main:581] : INFO : Epoch 1689 | loss: 0.0311717 | val_loss: 0.0311723 | Time: 1438.44 ms [2021-12-07 14:27:38 main:581] : INFO : Epoch 1690 | loss: 0.0311754 | val_loss: 0.0311735 | Time: 1431.65 ms [2021-12-07 14:27:39 main:581] : INFO : Epoch 1691 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 1479.35 ms [2021-12-07 14:27:41 main:581] : INFO : Epoch 1692 | loss: 0.031169 | val_loss: 0.0311701 | Time: 1524.6 ms [2021-12-07 14:27:42 main:581] : INFO : Epoch 1693 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 1433.63 ms [2021-12-07 14:27:44 main:581] : INFO : Epoch 1694 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 1432.43 ms [2021-12-07 14:27:45 main:581] : INFO : Epoch 1695 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 1479.76 ms [2021-12-07 14:27:47 main:581] : INFO : Epoch 1696 | loss: 0.0311702 | val_loss: 0.031172 | Time: 1468.62 ms [2021-12-07 14:27:48 main:581] : INFO : Epoch 1697 | loss: 0.0311641 | val_loss: 0.0311682 | Time: 1436.61 ms [2021-12-07 14:27:49 main:581] : INFO : Epoch 1698 | loss: 0.031164 | val_loss: 0.0311687 | Time: 1431.75 ms [2021-12-07 14:27:51 main:581] : INFO : Epoch 1699 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 1475.69 ms [2021-12-07 14:27:52 main:581] : INFO : Epoch 1700 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 1465.01 ms [2021-12-07 14:27:54 main:581] : INFO : Epoch 1701 | loss: 0.0311648 | val_loss: 0.0311681 | Time: 1435 ms [2021-12-07 14:27:55 main:581] : INFO : Epoch 1702 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 1432.24 ms [2021-12-07 14:27:57 main:581] : INFO : Epoch 1703 | loss: 0.0311665 | val_loss: 0.0311745 | Time: 1477.2 ms [2021-12-07 14:27:58 main:581] : INFO : Epoch 1704 | loss: 0.0311645 | val_loss: 0.031169 | Time: 1469.52 ms [2021-12-07 14:28:00 main:581] : INFO : Epoch 1705 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 1431.02 ms [2021-12-07 14:28:01 main:581] : INFO : Epoch 1706 | loss: 0.0311658 | val_loss: 0.0311678 | Time: 1427.15 ms [2021-12-07 14:28:03 main:581] : INFO : Epoch 1707 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 1472.85 ms [2021-12-07 14:28:04 main:581] : INFO : Epoch 1708 | loss: 0.0311652 | val_loss: 0.0311683 | Time: 1465.19 ms [2021-12-07 14:28:05 main:581] : INFO : Epoch 1709 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 1426.41 ms [2021-12-07 14:28:07 main:581] : INFO : Epoch 1710 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 1430.65 ms [2021-12-07 14:28:08 main:581] : INFO : Epoch 1711 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 1480.36 ms [2021-12-07 14:28:10 main:581] : INFO : Epoch 1712 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 1470.31 ms [2021-12-07 14:28:11 main:581] : INFO : Epoch 1713 | loss: 0.0311662 | val_loss: 0.0311714 | Time: 1430.82 ms [2021-12-07 14:28:13 main:581] : INFO : Epoch 1714 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 1432.8 ms [2021-12-07 14:28:14 main:581] : INFO : Epoch 1715 | loss: 0.0311652 | val_loss: 0.0311672 | Time: 1476.73 ms [2021-12-07 14:28:16 main:581] : INFO : Epoch 1716 | loss: 0.031166 | val_loss: 0.0311736 | Time: 1471.29 ms [2021-12-07 14:28:17 main:581] : INFO : Epoch 1717 | loss: 0.0311674 | val_loss: 0.0311782 | Time: 1430.08 ms [2021-12-07 14:28:18 main:581] : INFO : Epoch 1718 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 1431.81 ms [2021-12-07 14:28:20 main:581] : INFO : Epoch 1719 | loss: 0.0311648 | val_loss: 0.0311735 | Time: 1474.8 ms [2021-12-07 14:28:21 main:581] : INFO : Epoch 1720 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 1469.05 ms [2021-12-07 14:28:23 main:581] : INFO : Epoch 1721 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 1429.4 ms [2021-12-07 14:28:24 main:581] : INFO : Epoch 1722 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 1433.76 ms [2021-12-07 14:28:26 main:581] : INFO : Epoch 1723 | loss: 0.0311676 | val_loss: 0.0311723 | Time: 1478.32 ms [2021-12-07 14:28:27 main:581] : INFO : Epoch 1724 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 1472.03 ms [2021-12-07 14:28:29 main:581] : INFO : Epoch 1725 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 1431.62 ms [2021-12-07 14:28:30 main:581] : INFO : Epoch 1726 | loss: 0.0311661 | val_loss: 0.031172 | Time: 1430.51 ms [2021-12-07 14:28:32 main:581] : INFO : Epoch 1727 | loss: 0.031166 | val_loss: 0.0311727 | Time: 1479.63 ms [2021-12-07 14:28:33 main:581] : INFO : Epoch 1728 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 1503.6 ms [2021-12-07 14:28:35 main:581] : INFO : Epoch 1729 | loss: 0.0311684 | val_loss: 0.0311766 | Time: 1460.85 ms [2021-12-07 14:28:36 main:581] : INFO : Epoch 1730 | loss: 0.0311689 | val_loss: 0.031176 | Time: 1454.32 ms [2021-12-07 14:28:37 main:581] : INFO : Epoch 1731 | loss: 0.0311692 | val_loss: 0.0311733 | Time: 1456.4 ms [2021-12-07 14:28:39 main:581] : INFO : Epoch 1732 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 1476.04 ms [2021-12-07 14:28:41 main:581] : INFO : Epoch 1733 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 1789.52 ms [2021-12-07 14:28:42 main:581] : INFO : Epoch 1734 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 1441.2 ms [2021-12-07 14:28:44 main:581] : INFO : Epoch 1735 | loss: 0.0311696 | val_loss: 0.0311782 | Time: 1517.09 ms [2021-12-07 14:28:45 main:581] : INFO : Epoch 1736 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 1476.94 ms [2021-12-07 14:28:47 main:581] : INFO : Epoch 1737 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 1476.7 ms [2021-12-07 14:28:48 main:581] : INFO : Epoch 1738 | loss: 0.031165 | val_loss: 0.0311731 | Time: 1456.19 ms [2021-12-07 14:28:50 main:581] : INFO : Epoch 1739 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 1518.85 ms [2021-12-07 14:28:51 main:581] : INFO : Epoch 1740 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 1698.66 ms [2021-12-07 14:28:53 main:581] : INFO : Epoch 1741 | loss: 0.0311646 | val_loss: 0.031173 | Time: 1465.28 ms [2021-12-07 14:28:54 main:581] : INFO : Epoch 1742 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 1435.15 ms [2021-12-07 14:28:56 main:581] : INFO : Epoch 1743 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1457.16 ms [2021-12-07 14:28:57 main:581] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 1438.65 ms [2021-12-07 14:28:59 main:581] : INFO : Epoch 1745 | loss: 0.0311648 | val_loss: 0.0311754 | Time: 1461.66 ms [2021-12-07 14:29:00 main:581] : INFO : Epoch 1746 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 1437.48 ms [2021-12-07 14:29:01 main:581] : INFO : Epoch 1747 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 1454.6 ms [2021-12-07 14:29:03 main:581] : INFO : Epoch 1748 | loss: 0.0311649 | val_loss: 0.0311742 | Time: 1437.91 ms [2021-12-07 14:29:04 main:581] : INFO : Epoch 1749 | loss: 0.0311638 | val_loss: 0.0311744 | Time: 1460.49 ms [2021-12-07 14:29:06 main:581] : INFO : Epoch 1750 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 1439.87 ms [2021-12-07 14:29:07 main:581] : INFO : Epoch 1751 | loss: 0.0311646 | val_loss: 0.031177 | Time: 1459.95 ms [2021-12-07 14:29:09 main:581] : INFO : Epoch 1752 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 1450.45 ms [2021-12-07 14:29:10 main:581] : INFO : Epoch 1753 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 1462.98 ms [2021-12-07 14:29:12 main:581] : INFO : Epoch 1754 | loss: 0.0311647 | val_loss: 0.031173 | Time: 1441.1 ms [2021-12-07 14:29:13 main:581] : INFO : Epoch 1755 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 1457.08 ms [2021-12-07 14:29:15 main:581] : INFO : Epoch 1756 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 1442.73 ms [2021-12-07 14:29:16 main:581] : INFO : Epoch 1757 | loss: 0.0311658 | val_loss: 0.031178 | Time: 1460.28 ms [2021-12-07 14:29:17 main:581] : INFO : Epoch 1758 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 1439.46 ms [2021-12-07 14:29:19 main:581] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 1457.93 ms [2021-12-07 14:29:20 main:581] : INFO : Epoch 1760 | loss: 0.031163 | val_loss: 0.031169 | Time: 1437.59 ms [2021-12-07 14:29:22 main:581] : INFO : Epoch 1761 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 1459.99 ms [2021-12-07 14:29:23 main:581] : INFO : Epoch 1762 | loss: 0.031164 | val_loss: 0.031169 | Time: 1437.25 ms [2021-12-07 14:29:25 main:581] : INFO : Epoch 1763 | loss: 0.0311632 | val_loss: 0.0311692 | Time: 1457.54 ms [2021-12-07 14:29:26 main:581] : INFO : Epoch 1764 | loss: 0.031163 | val_loss: 0.0311698 | Time: 1437.89 ms [2021-12-07 14:29:28 main:581] : INFO : Epoch 1765 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 1461.7 ms [2021-12-07 14:29:29 main:581] : INFO : Epoch 1766 | loss: 0.031162 | val_loss: 0.0311688 | Time: 1439.17 ms [2021-12-07 14:29:30 main:581] : INFO : Epoch 1767 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 1455.17 ms [2021-12-07 14:29:32 main:581] : INFO : Epoch 1768 | loss: 0.031162 | val_loss: 0.0311731 | Time: 1439.1 ms [2021-12-07 14:29:33 main:581] : INFO : Epoch 1769 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1463.12 ms [2021-12-07 14:29:35 main:581] : INFO : Epoch 1770 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 1442.08 ms [2021-12-07 14:29:36 main:581] : INFO : Epoch 1771 | loss: 0.031162 | val_loss: 0.0311727 | Time: 1455.51 ms [2021-12-07 14:29:38 main:581] : INFO : Epoch 1772 | loss: 0.031162 | val_loss: 0.0311706 | Time: 1437.48 ms [2021-12-07 14:29:39 main:581] : INFO : Epoch 1773 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 1464.84 ms [2021-12-07 14:29:41 main:581] : INFO : Epoch 1774 | loss: 0.0311624 | val_loss: 0.0311696 | Time: 1439.06 ms [2021-12-07 14:29:42 main:581] : INFO : Epoch 1775 | loss: 0.0311651 | val_loss: 0.0311693 | Time: 1626.21 ms [2021-12-07 14:29:44 main:581] : INFO : Epoch 1776 | loss: 0.0311617 | val_loss: 0.0311699 | Time: 1433.75 ms [2021-12-07 14:29:45 main:581] : INFO : Epoch 1777 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 1468.66 ms [2021-12-07 14:29:47 main:581] : INFO : Epoch 1778 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1437.24 ms [2021-12-07 14:29:48 main:581] : INFO : Epoch 1779 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 1457.47 ms [2021-12-07 14:29:49 main:581] : INFO : Epoch 1780 | loss: 0.0311608 | val_loss: 0.03117 | Time: 1433.76 ms [2021-12-07 14:29:51 main:581] : INFO : Epoch 1781 | loss: 0.0311602 | val_loss: 0.031173 | Time: 1464.39 ms [2021-12-07 14:29:52 main:581] : INFO : Epoch 1782 | loss: 0.0311599 | val_loss: 0.031172 | Time: 1431.21 ms [2021-12-07 14:29:54 main:581] : INFO : Epoch 1783 | loss: 0.0311596 | val_loss: 0.031169 | Time: 1458.94 ms [2021-12-07 14:29:55 main:581] : INFO : Epoch 1784 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 1434.63 ms [2021-12-07 14:29:57 main:581] : INFO : Epoch 1785 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 1468.62 ms [2021-12-07 14:29:58 main:581] : INFO : Epoch 1786 | loss: 0.0311601 | val_loss: 0.0311741 | Time: 1437.36 ms [2021-12-07 14:30:00 main:581] : INFO : Epoch 1787 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 1460.27 ms [2021-12-07 14:30:01 main:581] : INFO : Epoch 1788 | loss: 0.031161 | val_loss: 0.0311717 | Time: 1435.5 ms [2021-12-07 14:30:03 main:581] : INFO : Epoch 1789 | loss: 0.0311605 | val_loss: 0.0311735 | Time: 1517.7 ms [2021-12-07 14:30:04 main:581] : INFO : Epoch 1790 | loss: 0.031161 | val_loss: 0.0311726 | Time: 1531.94 ms [2021-12-07 14:30:06 main:581] : INFO : Epoch 1791 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 1463.32 ms [2021-12-07 14:30:07 main:581] : INFO : Epoch 1792 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 1432.92 ms [2021-12-07 14:30:08 main:581] : INFO : Epoch 1793 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1470.08 ms [2021-12-07 14:30:10 main:581] : INFO : Epoch 1794 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1435.16 ms [2021-12-07 14:30:11 main:581] : INFO : Epoch 1795 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 1466.07 ms [2021-12-07 14:30:13 main:581] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 1432.08 ms [2021-12-07 14:30:14 main:581] : INFO : Epoch 1797 | loss: 0.0311608 | val_loss: 0.0311736 | Time: 1467.23 ms [2021-12-07 14:30:16 main:581] : INFO : Epoch 1798 | loss: 0.0311592 | val_loss: 0.0311738 | Time: 1433.46 ms [2021-12-07 14:30:17 main:581] : INFO : Epoch 1799 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 1460.67 ms [2021-12-07 14:30:19 main:581] : INFO : Epoch 1800 | loss: 0.0311598 | val_loss: 0.0311714 | Time: 1433.77 ms [2021-12-07 14:30:20 main:581] : INFO : Epoch 1801 | loss: 0.0311583 | val_loss: 0.0311741 | Time: 1464.22 ms [2021-12-07 14:30:21 main:581] : INFO : Epoch 1802 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 1429.4 ms [2021-12-07 14:30:23 main:581] : INFO : Epoch 1803 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 1461.73 ms [2021-12-07 14:30:24 main:581] : INFO : Epoch 1804 | loss: 0.0311606 | val_loss: 0.0311749 | Time: 1433.59 ms [2021-12-07 14:30:26 main:581] : INFO : Epoch 1805 | loss: 0.0311596 | val_loss: 0.031171 | Time: 1480.16 ms [2021-12-07 14:30:27 main:581] : INFO : Epoch 1806 | loss: 0.0311597 | val_loss: 0.0311743 | Time: 1431.18 ms [2021-12-07 14:30:29 main:581] : INFO : Epoch 1807 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 1462.56 ms [2021-12-07 14:30:30 main:581] : INFO : Epoch 1808 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 1437.86 ms [2021-12-07 14:30:32 main:581] : INFO : Epoch 1809 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 1467.22 ms [2021-12-07 14:30:33 main:581] : INFO : Epoch 1810 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 1436.38 ms [2021-12-07 14:30:35 main:581] : INFO : Epoch 1811 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 1463.13 ms [2021-12-07 14:30:36 main:581] : INFO : Epoch 1812 | loss: 0.0311603 | val_loss: 0.031174 | Time: 1430.63 ms [2021-12-07 14:30:38 main:581] : INFO : Epoch 1813 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 1523.14 ms [2021-12-07 14:30:39 main:581] : INFO : Epoch 1814 | loss: 0.0311673 | val_loss: 0.031187 | Time: 1811.25 ms [2021-12-07 14:30:41 main:581] : INFO : Epoch 1815 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 1469.41 ms [2021-12-07 14:30:42 main:581] : INFO : Epoch 1816 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 1427.62 ms [2021-12-07 14:30:44 main:581] : INFO : Epoch 1817 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 1506.31 ms [2021-12-07 14:30:45 main:581] : INFO : Epoch 1818 | loss: 0.031162 | val_loss: 0.0311687 | Time: 1428.67 ms [2021-12-07 14:30:47 main:581] : INFO : Epoch 1819 | loss: 0.0311604 | val_loss: 0.0311706 | Time: 1469.95 ms [2021-12-07 14:30:48 main:581] : INFO : Epoch 1820 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 1430.78 ms [2021-12-07 14:30:50 main:581] : INFO : Epoch 1821 | loss: 0.03116 | val_loss: 0.0311734 | Time: 1472.08 ms [2021-12-07 14:30:51 main:581] : INFO : Epoch 1822 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 1442.37 ms [2021-12-07 14:30:52 main:581] : INFO : Epoch 1823 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 1474.92 ms [2021-12-07 14:30:54 main:581] : INFO : Epoch 1824 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1431.22 ms [2021-12-07 14:30:55 main:581] : INFO : Epoch 1825 | loss: 0.0311601 | val_loss: 0.0311693 | Time: 1468.74 ms [2021-12-07 14:30:57 main:581] : INFO : Epoch 1826 | loss: 0.0311626 | val_loss: 0.0311722 | Time: 1435.41 ms [2021-12-07 14:30:58 main:581] : INFO : Epoch 1827 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 1472.17 ms [2021-12-07 14:31:00 main:581] : INFO : Epoch 1828 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 1458.19 ms [2021-12-07 14:31:01 main:581] : INFO : Epoch 1829 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 1513.29 ms [2021-12-07 14:31:03 main:581] : INFO : Epoch 1830 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 1472.07 ms [2021-12-07 14:31:04 main:581] : INFO : Epoch 1831 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1457.33 ms [2021-12-07 14:31:06 main:581] : INFO : Epoch 1832 | loss: 0.0311624 | val_loss: 0.0311735 | Time: 1433.75 ms [2021-12-07 14:31:07 main:581] : INFO : Epoch 1833 | loss: 0.0311602 | val_loss: 0.031172 | Time: 1482.66 ms [2021-12-07 14:31:09 main:581] : INFO : Epoch 1834 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 1500.68 ms [2021-12-07 14:31:10 main:581] : INFO : Epoch 1835 | loss: 0.031164 | val_loss: 0.031178 | Time: 1591.94 ms [2021-12-07 14:31:12 main:581] : INFO : Epoch 1836 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1455.56 ms [2021-12-07 14:31:13 main:581] : INFO : Epoch 1837 | loss: 0.0311622 | val_loss: 0.0311713 | Time: 1544.76 ms [2021-12-07 14:31:15 main:581] : INFO : Epoch 1838 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1443.64 ms [2021-12-07 14:31:16 main:581] : INFO : Epoch 1839 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 1441.79 ms [2021-12-07 14:31:18 main:581] : INFO : Epoch 1840 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 1435.92 ms [2021-12-07 14:31:19 main:581] : INFO : Epoch 1841 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 1472.57 ms [2021-12-07 14:31:20 main:581] : INFO : Epoch 1842 | loss: 0.0311606 | val_loss: 0.0311716 | Time: 1453.47 ms [2021-12-07 14:31:22 main:581] : INFO : Epoch 1843 | loss: 0.0311599 | val_loss: 0.031172 | Time: 1471.83 ms [2021-12-07 14:31:23 main:581] : INFO : Epoch 1844 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 1443.18 ms [2021-12-07 14:31:25 main:581] : INFO : Epoch 1845 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 1501.19 ms [2021-12-07 14:31:26 main:581] : INFO : Epoch 1846 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1442.13 ms [2021-12-07 14:31:28 main:581] : INFO : Epoch 1847 | loss: 0.031162 | val_loss: 0.031177 | Time: 1449.5 ms [2021-12-07 14:31:29 main:581] : INFO : Epoch 1848 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 1433.28 ms [2021-12-07 14:31:31 main:581] : INFO : Epoch 1849 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 1555.04 ms [2021-12-07 14:31:32 main:581] : INFO : Epoch 1850 | loss: 0.0311583 | val_loss: 0.0311662 | Time: 1450.79 ms [2021-12-07 14:31:34 main:581] : INFO : Epoch 1851 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 1438.19 ms [2021-12-07 14:31:35 main:581] : INFO : Epoch 1852 | loss: 0.031161 | val_loss: 0.0311689 | Time: 1439.01 ms [2021-12-07 14:31:37 main:581] : INFO : Epoch 1853 | loss: 0.0311634 | val_loss: 0.0311664 | Time: 1882.36 ms [2021-12-07 14:31:38 main:581] : INFO : Epoch 1854 | loss: 0.0311598 | val_loss: 0.0311674 | Time: 1442.77 ms [2021-12-07 14:31:40 main:581] : INFO : Epoch 1855 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 1430.21 ms [2021-12-07 14:31:41 main:581] : INFO : Epoch 1856 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 1528.2 ms [2021-12-07 14:31:43 main:581] : INFO : Epoch 1857 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 1472.72 ms [2021-12-07 14:31:44 main:581] : INFO : Epoch 1858 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 1446.71 ms [2021-12-07 14:31:46 main:581] : INFO : Epoch 1859 | loss: 0.031158 | val_loss: 0.0311693 | Time: 1432.68 ms [2021-12-07 14:31:47 main:581] : INFO : Epoch 1860 | loss: 0.0311577 | val_loss: 0.0311738 | Time: 1638.26 ms [2021-12-07 14:31:49 main:581] : INFO : Epoch 1861 | loss: 0.0311588 | val_loss: 0.031167 | Time: 1664.73 ms [2021-12-07 14:31:50 main:581] : INFO : Epoch 1862 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1451.31 ms [2021-12-07 14:31:52 main:581] : INFO : Epoch 1863 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 1425.88 ms [2021-12-07 14:31:53 main:581] : INFO : Epoch 1864 | loss: 0.0311618 | val_loss: 0.0311724 | Time: 1451.07 ms [2021-12-07 14:31:55 main:581] : INFO : Epoch 1865 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 1471.08 ms [2021-12-07 14:31:56 main:581] : INFO : Epoch 1866 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 1447.58 ms [2021-12-07 14:31:58 main:581] : INFO : Epoch 1867 | loss: 0.0311592 | val_loss: 0.0311666 | Time: 1426.27 ms [2021-12-07 14:31:59 main:581] : INFO : Epoch 1868 | loss: 0.0311597 | val_loss: 0.031169 | Time: 1450.49 ms [2021-12-07 14:32:01 main:581] : INFO : Epoch 1869 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 1467.01 ms [2021-12-07 14:32:02 main:581] : INFO : Epoch 1870 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 1448.92 ms [2021-12-07 14:32:03 main:581] : INFO : Epoch 1871 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 1429.08 ms [2021-12-07 14:32:05 main:581] : INFO : Epoch 1872 | loss: 0.0311604 | val_loss: 0.0311666 | Time: 1456.82 ms [2021-12-07 14:32:06 main:581] : INFO : Epoch 1873 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 1467.37 ms [2021-12-07 14:32:08 main:581] : INFO : Epoch 1874 | loss: 0.0311593 | val_loss: 0.031169 | Time: 1448.6 ms [2021-12-07 14:32:09 main:581] : INFO : Epoch 1875 | loss: 0.0311595 | val_loss: 0.0311702 | Time: 1429.67 ms [2021-12-07 14:32:11 main:581] : INFO : Epoch 1876 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 1452.13 ms [2021-12-07 14:32:12 main:581] : INFO : Epoch 1877 | loss: 0.0311607 | val_loss: 0.0311673 | Time: 1467.08 ms [2021-12-07 14:32:14 main:581] : INFO : Epoch 1878 | loss: 0.0311601 | val_loss: 0.0311652 | Time: 1447.2 ms [2021-12-07 14:32:15 main:581] : INFO : Epoch 1879 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 1431.96 ms [2021-12-07 14:32:17 main:581] : INFO : Epoch 1880 | loss: 0.0311591 | val_loss: 0.0311679 | Time: 1455.49 ms [2021-12-07 14:32:18 main:581] : INFO : Epoch 1881 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 1469.91 ms [2021-12-07 14:32:20 main:581] : INFO : Epoch 1882 | loss: 0.0311573 | val_loss: 0.0311688 | Time: 1661.18 ms [2021-12-07 14:32:21 main:581] : INFO : Epoch 1883 | loss: 0.031162 | val_loss: 0.0311826 | Time: 1432.53 ms [2021-12-07 14:32:23 main:581] : INFO : Epoch 1884 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 1457.98 ms [2021-12-07 14:32:24 main:581] : INFO : Epoch 1885 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 1476.44 ms [2021-12-07 14:32:26 main:581] : INFO : Epoch 1886 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 1547.81 ms [2021-12-07 14:32:27 main:581] : INFO : Epoch 1887 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 1445.2 ms [2021-12-07 14:32:28 main:581] : INFO : Epoch 1888 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 1455.88 ms [2021-12-07 14:32:30 main:581] : INFO : Epoch 1889 | loss: 0.0311577 | val_loss: 0.0311666 | Time: 1479.62 ms [2021-12-07 14:32:31 main:581] : INFO : Epoch 1890 | loss: 0.031155 | val_loss: 0.0311657 | Time: 1437.9 ms [2021-12-07 14:32:33 main:581] : INFO : Epoch 1891 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 1432.57 ms [2021-12-07 14:32:34 main:581] : INFO : Epoch 1892 | loss: 0.0311611 | val_loss: 0.031168 | Time: 1455.9 ms [2021-12-07 14:32:36 main:581] : INFO : Epoch 1893 | loss: 0.0311588 | val_loss: 0.0311663 | Time: 1472.55 ms [2021-12-07 14:32:37 main:581] : INFO : Epoch 1894 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 1435.75 ms [2021-12-07 14:32:39 main:581] : INFO : Epoch 1895 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1762.09 ms [2021-12-07 14:32:40 main:581] : INFO : Epoch 1896 | loss: 0.0311731 | val_loss: 0.0311716 | Time: 1459.55 ms [2021-12-07 14:32:42 main:581] : INFO : Epoch 1897 | loss: 0.0311734 | val_loss: 0.0311715 | Time: 1465.63 ms [2021-12-07 14:32:43 main:581] : INFO : Epoch 1898 | loss: 0.0311715 | val_loss: 0.0311733 | Time: 1437.86 ms [2021-12-07 14:32:45 main:581] : INFO : Epoch 1899 | loss: 0.0311698 | val_loss: 0.0311687 | Time: 1447.51 ms [2021-12-07 14:32:46 main:581] : INFO : Epoch 1900 | loss: 0.0311704 | val_loss: 0.0311698 | Time: 1459.88 ms [2021-12-07 14:32:48 main:581] : INFO : Epoch 1901 | loss: 0.0311729 | val_loss: 0.0311696 | Time: 1465.89 ms [2021-12-07 14:32:49 main:581] : INFO : Epoch 1902 | loss: 0.0311728 | val_loss: 0.0311716 | Time: 1429.22 ms [2021-12-07 14:32:51 main:581] : INFO : Epoch 1903 | loss: 0.0311756 | val_loss: 0.0311743 | Time: 1610.71 ms [2021-12-07 14:32:52 main:581] : INFO : Epoch 1904 | loss: 0.0311802 | val_loss: 0.0311783 | Time: 1457.15 ms [2021-12-07 14:32:54 main:581] : INFO : Epoch 1905 | loss: 0.0311792 | val_loss: 0.0311743 | Time: 1462.96 ms [2021-12-07 14:32:55 main:581] : INFO : Epoch 1906 | loss: 0.0311795 | val_loss: 0.0311844 | Time: 1427.46 ms [2021-12-07 14:32:57 main:581] : INFO : Epoch 1907 | loss: 0.0311835 | val_loss: 0.0311757 | Time: 1447.78 ms [2021-12-07 14:32:58 main:581] : INFO : Epoch 1908 | loss: 0.0311725 | val_loss: 0.0311723 | Time: 1457.24 ms [2021-12-07 14:32:59 main:581] : INFO : Epoch 1909 | loss: 0.0311734 | val_loss: 0.0311731 | Time: 1462.77 ms [2021-12-07 14:33:01 main:581] : INFO : Epoch 1910 | loss: 0.0311741 | val_loss: 0.0311715 | Time: 1431.98 ms [2021-12-07 14:33:02 main:581] : INFO : Epoch 1911 | loss: 0.0311744 | val_loss: 0.0311725 | Time: 1448.9 ms [2021-12-07 14:33:04 main:581] : INFO : Epoch 1912 | loss: 0.0311749 | val_loss: 0.0311728 | Time: 1658.32 ms [2021-12-07 14:33:06 main:581] : INFO : Epoch 1913 | loss: 0.0311762 | val_loss: 0.031176 | Time: 1586.02 ms [2021-12-07 14:33:07 main:581] : INFO : Epoch 1914 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 1451.45 ms [2021-12-07 14:33:09 main:581] : INFO : Epoch 1915 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 1483.98 ms [2021-12-07 14:33:10 main:581] : INFO : Epoch 1916 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1486.95 ms [2021-12-07 14:33:11 main:581] : INFO : Epoch 1917 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 1441.66 ms [2021-12-07 14:33:13 main:581] : INFO : Epoch 1918 | loss: 0.0311829 | val_loss: 0.0311803 | Time: 1427.06 ms [2021-12-07 14:33:14 main:581] : INFO : Epoch 1919 | loss: 0.0311793 | val_loss: 0.0311798 | Time: 1452.23 ms [2021-12-07 14:33:16 main:581] : INFO : Epoch 1920 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 1485.98 ms [2021-12-07 14:33:17 main:581] : INFO : Epoch 1921 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1435.87 ms [2021-12-07 14:33:19 main:581] : INFO : Epoch 1922 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 1427.35 ms [2021-12-07 14:33:20 main:581] : INFO : Epoch 1923 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 1451.51 ms [2021-12-07 14:33:22 main:581] : INFO : Epoch 1924 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 1487.13 ms [2021-12-07 14:33:23 main:581] : INFO : Epoch 1925 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 1437.27 ms [2021-12-07 14:33:24 main:581] : INFO : Epoch 1926 | loss: 0.0311767 | val_loss: 0.0311843 | Time: 1429.23 ms [2021-12-07 14:33:26 main:581] : INFO : Epoch 1927 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 1453.75 ms [2021-12-07 14:33:27 main:581] : INFO : Epoch 1928 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 1478.74 ms [2021-12-07 14:33:29 main:581] : INFO : Epoch 1929 | loss: 0.031175 | val_loss: 0.0311769 | Time: 1435.92 ms [2021-12-07 14:33:30 main:581] : INFO : Epoch 1930 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 1428.91 ms [2021-12-07 14:33:32 main:581] : INFO : Epoch 1931 | loss: 0.0311721 | val_loss: 0.0311797 | Time: 1459.18 ms [2021-12-07 14:33:33 main:581] : INFO : Epoch 1932 | loss: 0.031171 | val_loss: 0.031178 | Time: 1480.04 ms [2021-12-07 14:33:35 main:581] : INFO : Epoch 1933 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 1439.77 ms [2021-12-07 14:33:36 main:581] : INFO : Epoch 1934 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 1591.15 ms [2021-12-07 14:33:38 main:581] : INFO : Epoch 1935 | loss: 0.0311702 | val_loss: 0.031176 | Time: 1460.75 ms [2021-12-07 14:33:39 main:581] : INFO : Epoch 1936 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 1476.53 ms [2021-12-07 14:33:41 main:581] : INFO : Epoch 1937 | loss: 0.0311714 | val_loss: 0.0311862 | Time: 1435.99 ms [2021-12-07 14:33:42 main:581] : INFO : Epoch 1938 | loss: 0.0311716 | val_loss: 0.0311806 | Time: 1430.5 ms [2021-12-07 14:33:44 main:581] : INFO : Epoch 1939 | loss: 0.0311699 | val_loss: 0.0311784 | Time: 1460.81 ms [2021-12-07 14:33:45 main:581] : INFO : Epoch 1940 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 1480.01 ms [2021-12-07 14:33:46 main:581] : INFO : Epoch 1941 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 1435.76 ms [2021-12-07 14:33:48 main:581] : INFO : Epoch 1942 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 1431.41 ms [2021-12-07 14:33:49 main:581] : INFO : Epoch 1943 | loss: 0.0311687 | val_loss: 0.0311779 | Time: 1462.18 ms [2021-12-07 14:33:51 main:581] : INFO : Epoch 1944 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 1760.45 ms [2021-12-07 14:33:53 main:581] : INFO : Epoch 1945 | loss: 0.0311676 | val_loss: 0.031178 | Time: 1462.98 ms [2021-12-07 14:33:54 main:581] : INFO : Epoch 1946 | loss: 0.0311692 | val_loss: 0.0311786 | Time: 1723.65 ms [2021-12-07 14:33:56 main:581] : INFO : Epoch 1947 | loss: 0.0311717 | val_loss: 0.03118 | Time: 1465.86 ms [2021-12-07 14:33:57 main:581] : INFO : Epoch 1948 | loss: 0.0311725 | val_loss: 0.0311891 | Time: 1463.21 ms [2021-12-07 14:33:59 main:581] : INFO : Epoch 1949 | loss: 0.0311724 | val_loss: 0.0311847 | Time: 1431.64 ms [2021-12-07 14:34:00 main:581] : INFO : Epoch 1950 | loss: 0.0311693 | val_loss: 0.0311923 | Time: 1450.16 ms [2021-12-07 14:34:02 main:581] : INFO : Epoch 1951 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 1466.87 ms [2021-12-07 14:34:03 main:581] : INFO : Epoch 1952 | loss: 0.031169 | val_loss: 0.0311809 | Time: 1487.93 ms [2021-12-07 14:34:04 main:581] : INFO : Epoch 1953 | loss: 0.0311672 | val_loss: 0.0311786 | Time: 1431.95 ms [2021-12-07 14:34:06 main:581] : INFO : Epoch 1954 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 1451.35 ms [2021-12-07 14:34:07 main:581] : INFO : Epoch 1955 | loss: 0.031169 | val_loss: 0.0311785 | Time: 1463.07 ms [2021-12-07 14:34:09 main:581] : INFO : Epoch 1956 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1458.46 ms [2021-12-07 14:34:10 main:581] : INFO : Epoch 1957 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 1429.68 ms [2021-12-07 14:34:12 main:581] : INFO : Epoch 1958 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 1449.84 ms [2021-12-07 14:34:13 main:581] : INFO : Epoch 1959 | loss: 0.0311712 | val_loss: 0.0311905 | Time: 1489.42 ms [2021-12-07 14:34:15 main:581] : INFO : Epoch 1960 | loss: 0.0311774 | val_loss: 0.0311908 | Time: 1463.44 ms [2021-12-07 14:34:16 main:581] : INFO : Epoch 1961 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 1429.78 ms [2021-12-07 14:34:18 main:581] : INFO : Epoch 1962 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 1449.83 ms [2021-12-07 14:34:19 main:581] : INFO : Epoch 1963 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 1464.18 ms [2021-12-07 14:34:20 main:581] : INFO : Epoch 1964 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1459.6 ms [2021-12-07 14:34:22 main:581] : INFO : Epoch 1965 | loss: 0.0311661 | val_loss: 0.0311753 | Time: 1427.09 ms [2021-12-07 14:34:23 main:581] : INFO : Epoch 1966 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 1448.02 ms [2021-12-07 14:34:25 main:581] : INFO : Epoch 1967 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 1466.84 ms [2021-12-07 14:34:26 main:581] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 1663.65 ms [2021-12-07 14:34:28 main:581] : INFO : Epoch 1969 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 1428.64 ms [2021-12-07 14:34:29 main:581] : INFO : Epoch 1970 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 1451.08 ms [2021-12-07 14:34:31 main:581] : INFO : Epoch 1971 | loss: 0.0311686 | val_loss: 0.0311969 | Time: 1465.77 ms [2021-12-07 14:34:32 main:581] : INFO : Epoch 1972 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 1452.8 ms [2021-12-07 14:34:34 main:581] : INFO : Epoch 1973 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 1427.6 ms [2021-12-07 14:34:35 main:581] : INFO : Epoch 1974 | loss: 0.0311647 | val_loss: 0.0311832 | Time: 1450.29 ms [2021-12-07 14:34:37 main:581] : INFO : Epoch 1975 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 1466.64 ms [2021-12-07 14:34:38 main:581] : INFO : Epoch 1976 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 1517.08 ms [2021-12-07 14:34:40 main:581] : INFO : Epoch 1977 | loss: 0.0311659 | val_loss: 0.03117 | Time: 1430.8 ms [2021-12-07 14:34:41 main:581] : INFO : Epoch 1978 | loss: 0.0311667 | val_loss: 0.0311699 | Time: 1451.88 ms [2021-12-07 14:34:42 main:581] : INFO : Epoch 1979 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 1469.8 ms [2021-12-07 14:34:44 main:581] : INFO : Epoch 1980 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 1453.65 ms [2021-12-07 14:34:45 main:581] : INFO : Epoch 1981 | loss: 0.0311681 | val_loss: 0.0311692 | Time: 1431.4 ms [2021-12-07 14:34:47 main:581] : INFO : Epoch 1982 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1458.24 ms [2021-12-07 14:34:48 main:581] : INFO : Epoch 1983 | loss: 0.0311653 | val_loss: 0.0311696 | Time: 1470.99 ms [2021-12-07 14:34:50 main:581] : INFO : Epoch 1984 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 1453.7 ms [2021-12-07 14:34:51 main:581] : INFO : Epoch 1985 | loss: 0.0311647 | val_loss: 0.031172 | Time: 1430.32 ms [2021-12-07 14:34:53 main:581] : INFO : Epoch 1986 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 1460.67 ms [2021-12-07 14:34:54 main:581] : INFO : Epoch 1987 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 1469.4 ms [2021-12-07 14:34:56 main:581] : INFO : Epoch 1988 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 1450.19 ms [2021-12-07 14:34:57 main:581] : INFO : Epoch 1989 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 1430.02 ms [2021-12-07 14:34:58 main:581] : INFO : Epoch 1990 | loss: 0.0311636 | val_loss: 0.031172 | Time: 1460.33 ms [2021-12-07 14:35:00 main:581] : INFO : Epoch 1991 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 1468.31 ms [2021-12-07 14:35:01 main:581] : INFO : Epoch 1992 | loss: 0.0311618 | val_loss: 0.03118 | Time: 1450.75 ms [2021-12-07 14:35:03 main:581] : INFO : Epoch 1993 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 1431.18 ms [2021-12-07 14:35:04 main:581] : INFO : Epoch 1994 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 1459.36 ms [2021-12-07 14:35:06 main:581] : INFO : Epoch 1995 | loss: 0.0311623 | val_loss: 0.031172 | Time: 1481.02 ms [2021-12-07 14:35:07 main:581] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 1447.34 ms [2021-12-07 14:35:09 main:581] : INFO : Epoch 1997 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 1426.41 ms [2021-12-07 14:35:10 main:581] : INFO : Epoch 1998 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1461.18 ms [2021-12-07 14:35:12 main:581] : INFO : Epoch 1999 | loss: 0.031169 | val_loss: 0.0311728 | Time: 1462.15 ms [2021-12-07 14:35:13 main:581] : INFO : Epoch 2000 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 1446.75 ms [2021-12-07 14:35:14 main:581] : INFO : Epoch 2001 | loss: 0.0311674 | val_loss: 0.0311721 | Time: 1432.84 ms [2021-12-07 14:35:16 main:581] : INFO : Epoch 2002 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 1467.1 ms [2021-12-07 14:35:17 main:581] : INFO : Epoch 2003 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 1464.01 ms [2021-12-07 14:35:19 main:581] : INFO : Epoch 2004 | loss: 0.0311641 | val_loss: 0.0311729 | Time: 1446.21 ms [2021-12-07 14:35:20 main:581] : INFO : Epoch 2005 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 1426.35 ms [2021-12-07 14:35:22 main:581] : INFO : Epoch 2006 | loss: 0.0311651 | val_loss: 0.0311737 | Time: 1462.94 ms [2021-12-07 14:35:23 main:581] : INFO : Epoch 2007 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 1462.67 ms [2021-12-07 14:35:25 main:581] : INFO : Epoch 2008 | loss: 0.03117 | val_loss: 0.0311745 | Time: 1441.94 ms [2021-12-07 14:35:26 main:581] : INFO : Epoch 2009 | loss: 0.031168 | val_loss: 0.0311723 | Time: 1426.57 ms [2021-12-07 14:35:27 main:581] : INFO : Epoch 2010 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 1463.95 ms [2021-12-07 14:35:29 main:581] : INFO : Epoch 2011 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1460.64 ms [2021-12-07 14:35:30 main:581] : INFO : Epoch 2012 | loss: 0.0311655 | val_loss: 0.0311768 | Time: 1444.97 ms [2021-12-07 14:35:32 main:581] : INFO : Epoch 2013 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 1432.46 ms [2021-12-07 14:35:33 main:581] : INFO : Epoch 2014 | loss: 0.0311672 | val_loss: 0.031179 | Time: 1466.87 ms [2021-12-07 14:35:35 main:581] : INFO : Epoch 2015 | loss: 0.031166 | val_loss: 0.031173 | Time: 1464.8 ms [2021-12-07 14:35:36 main:581] : INFO : Epoch 2016 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 1443.48 ms [2021-12-07 14:35:38 main:581] : INFO : Epoch 2017 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 1445.14 ms [2021-12-07 14:35:39 main:581] : INFO : Epoch 2018 | loss: 0.0311653 | val_loss: 0.0311708 | Time: 1469.04 ms [2021-12-07 14:35:41 main:581] : INFO : Epoch 2019 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 1466.27 ms [2021-12-07 14:35:42 main:581] : INFO : Epoch 2020 | loss: 0.0311633 | val_loss: 0.031172 | Time: 1443.74 ms [2021-12-07 14:35:43 main:581] : INFO : Epoch 2021 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 1432.45 ms [2021-12-07 14:35:45 main:581] : INFO : Epoch 2022 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 1474.02 ms [2021-12-07 14:35:46 main:581] : INFO : Epoch 2023 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 1463.59 ms [2021-12-07 14:35:48 main:581] : INFO : Epoch 2024 | loss: 0.0311633 | val_loss: 0.0311714 | Time: 1445.64 ms [2021-12-07 14:35:49 main:581] : INFO : Epoch 2025 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 1431.71 ms [2021-12-07 14:35:51 main:581] : INFO : Epoch 2026 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 1474.17 ms [2021-12-07 14:35:52 main:581] : INFO : Epoch 2027 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 1490.47 ms [2021-12-07 14:35:54 main:581] : INFO : Epoch 2028 | loss: 0.0311752 | val_loss: 0.0311886 | Time: 1467.71 ms [2021-12-07 14:35:55 main:581] : INFO : Epoch 2029 | loss: 0.0311676 | val_loss: 0.0311832 | Time: 1450.85 ms [2021-12-07 14:35:57 main:581] : INFO : Epoch 2030 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 1444.44 ms [2021-12-07 14:35:58 main:581] : INFO : Epoch 2031 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 1458.68 ms [2021-12-07 14:36:00 main:581] : INFO : Epoch 2032 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1459.76 ms [2021-12-07 14:36:01 main:581] : INFO : Epoch 2033 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 1441.83 ms [2021-12-07 14:36:02 main:581] : INFO : Epoch 2034 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 1448.93 ms [2021-12-07 14:36:04 main:581] : INFO : Epoch 2035 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 1460.34 ms [2021-12-07 14:36:05 main:581] : INFO : Epoch 2036 | loss: 0.031166 | val_loss: 0.0311716 | Time: 1469.01 ms [2021-12-07 14:36:07 main:581] : INFO : Epoch 2037 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 1467.59 ms [2021-12-07 14:36:08 main:581] : INFO : Epoch 2038 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 1474.04 ms [2021-12-07 14:36:10 main:581] : INFO : Epoch 2039 | loss: 0.0311628 | val_loss: 0.0311712 | Time: 1815.17 ms [2021-12-07 14:36:12 main:581] : INFO : Epoch 2040 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 1450.65 ms [2021-12-07 14:36:13 main:581] : INFO : Epoch 2041 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 1433.25 ms [2021-12-07 14:36:14 main:581] : INFO : Epoch 2042 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 1469.25 ms [2021-12-07 14:36:16 main:581] : INFO : Epoch 2043 | loss: 0.0311621 | val_loss: 0.031172 | Time: 1451.38 ms [2021-12-07 14:36:17 main:581] : INFO : Epoch 2044 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 1452.82 ms [2021-12-07 14:36:19 main:581] : INFO : Epoch 2045 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 1777.14 ms [2021-12-07 14:36:21 main:581] : INFO : Epoch 2046 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 1473.72 ms [2021-12-07 14:36:22 main:581] : INFO : Epoch 2047 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1434 ms [2021-12-07 14:36:24 main:581] : INFO : Epoch 2048 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 1656.26 ms [2021-12-07 14:36:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311725 [2021-12-07 14:36:24 main:610] : INFO : Saving end state to config to file [2021-12-07 14:36:24 main:615] : INFO : Success, exiting.. 14:36:24 (61473): 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)