Task 5250026
| Name | ParityMachine-1619233430-22212-3_1 |
| Workunit | 3128259 |
| Created | 29 May 2021, 6:06:11 UTC |
| Sent | 29 May 2021, 6:34:24 UTC |
| Report deadline | 5 Jun 2021, 6:34:24 UTC |
| Received | 29 May 2021, 21:28:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 25 sec |
| CPU time | 55 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1538 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1609.28 ms [2021-05-29 17:14:49 main:581] : INFO : Epoch 1539 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 1607.55 ms [2021-05-29 17:14:51 main:581] : INFO : Epoch 1540 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 1611.44 ms [2021-05-29 17:14:52 main:581] : INFO : Epoch 1541 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 1612.21 ms [2021-05-29 17:14:54 main:581] : INFO : Epoch 1542 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 1610.07 ms [2021-05-29 17:14:55 main:581] : INFO : Epoch 1543 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 1608.16 ms [2021-05-29 17:14:57 main:581] : INFO : Epoch 1544 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 1611.53 ms [2021-05-29 17:14:59 main:581] : INFO : Epoch 1545 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 1613.33 ms [2021-05-29 17:15:00 main:581] : INFO : Epoch 1546 | loss: 0.0311738 | val_loss: 0.0311789 | Time: 1623.74 ms [2021-05-29 17:15:02 main:581] : INFO : Epoch 1547 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1613.47 ms [2021-05-29 17:15:03 main:581] : INFO : Epoch 1548 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 1609.83 ms [2021-05-29 17:15:05 main:581] : INFO : Epoch 1549 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 1608.7 ms [2021-05-29 17:15:07 main:581] : INFO : Epoch 1550 | loss: 0.0311756 | val_loss: 0.03118 | Time: 1610.02 ms [2021-05-29 17:15:08 main:581] : INFO : Epoch 1551 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 1613.91 ms [2021-05-29 17:15:10 main:581] : INFO : Epoch 1552 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 1618.37 ms [2021-05-29 17:15:11 main:581] : INFO : Epoch 1553 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1611.14 ms [2021-05-29 17:15:13 main:581] : INFO : Epoch 1554 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 1611.4 ms [2021-05-29 17:15:15 main:581] : INFO : Epoch 1555 | loss: 0.0311742 | val_loss: 0.031181 | Time: 1611.58 ms [2021-05-29 17:15:16 main:581] : INFO : Epoch 1556 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1607.05 ms [2021-05-29 17:15:18 main:581] : INFO : Epoch 1557 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 1610.19 ms [2021-05-29 17:15:20 main:581] : INFO : Epoch 1558 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 1611.28 ms [2021-05-29 17:15:21 main:581] : INFO : Epoch 1559 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 1611.04 ms [2021-05-29 17:15:23 main:581] : INFO : Epoch 1560 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 1607.96 ms [2021-05-29 17:15:24 main:581] : INFO : Epoch 1561 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1607.78 ms [2021-05-29 17:15:26 main:581] : INFO : Epoch 1562 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 1612.01 ms [2021-05-29 17:15:28 main:581] : INFO : Epoch 1563 | loss: 0.0311759 | val_loss: 0.031181 | Time: 1610.69 ms [2021-05-29 17:15:29 main:581] : INFO : Epoch 1564 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 1610.33 ms [2021-05-29 17:15:31 main:581] : INFO : Epoch 1565 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 1611.99 ms [2021-05-29 17:15:32 main:581] : INFO : Epoch 1566 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 1615.6 ms [2021-05-29 17:15:34 main:581] : INFO : Epoch 1567 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1611.77 ms [2021-05-29 17:15:36 main:581] : INFO : Epoch 1568 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 1610.97 ms [2021-05-29 17:15:37 main:581] : INFO : Epoch 1569 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 1613.85 ms [2021-05-29 17:15:39 main:581] : INFO : Epoch 1570 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 1608.95 ms [2021-05-29 17:15:40 main:581] : INFO : Epoch 1571 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 1602.99 ms [2021-05-29 17:15:42 main:581] : INFO : Epoch 1572 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 1611.67 ms [2021-05-29 17:15:44 main:581] : INFO : Epoch 1573 | loss: 0.031174 | val_loss: 0.0311802 | Time: 1600.9 ms [2021-05-29 17:15:45 main:581] : INFO : Epoch 1574 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 1600.33 ms [2021-05-29 17:15:47 main:581] : INFO : Epoch 1575 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 1608.47 ms [2021-05-29 17:15:49 main:581] : INFO : Epoch 1576 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1605.61 ms [2021-05-29 17:15:50 main:581] : INFO : Epoch 1577 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 1598.55 ms [2021-05-29 17:15:52 main:581] : INFO : Epoch 1578 | loss: 0.0311749 | val_loss: 0.031187 | Time: 1600.46 ms [2021-05-29 17:15:53 main:581] : INFO : Epoch 1579 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 1606.92 ms [2021-05-29 17:15:55 main:581] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.0311813 | Time: 1604.94 ms [2021-05-29 17:15:57 main:581] : INFO : Epoch 1581 | loss: 0.0311728 | val_loss: 0.0311859 | Time: 1608.98 ms [2021-05-29 17:15:58 main:581] : INFO : Epoch 1582 | loss: 0.0311741 | val_loss: 0.0311884 | Time: 1602.84 ms [2021-05-29 17:16:00 main:581] : INFO : Epoch 1583 | loss: 0.0311783 | val_loss: 0.0311845 | Time: 1608.51 ms [2021-05-29 17:16:01 main:581] : INFO : Epoch 1584 | loss: 0.0311783 | val_loss: 0.0311823 | Time: 1603.89 ms [2021-05-29 17:16:03 main:581] : INFO : Epoch 1585 | loss: 0.0311763 | val_loss: 0.031183 | Time: 1603.51 ms [2021-05-29 17:16:05 main:581] : INFO : Epoch 1586 | loss: 0.0311768 | val_loss: 0.0311862 | Time: 1603.86 ms [2021-05-29 17:16:06 main:581] : INFO : Epoch 1587 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 1605.96 ms [2021-05-29 17:16:08 main:581] : INFO : Epoch 1588 | loss: 0.0311711 | val_loss: 0.0311813 | Time: 1604.27 ms [2021-05-29 17:16:09 main:581] : INFO : Epoch 1589 | loss: 0.0311726 | val_loss: 0.0311812 | Time: 1608.33 ms [2021-05-29 17:16:11 main:581] : INFO : Epoch 1590 | loss: 0.0311746 | val_loss: 0.0311888 | Time: 1603.66 ms [2021-05-29 17:16:13 main:581] : INFO : Epoch 1591 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 1605.98 ms [2021-05-29 17:16:14 main:581] : INFO : Epoch 1592 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 1599.76 ms [2021-05-29 17:16:16 main:581] : INFO : Epoch 1593 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 1609.83 ms [2021-05-29 17:16:17 main:581] : INFO : Epoch 1594 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 1600.25 ms [2021-05-29 17:16:19 main:581] : INFO : Epoch 1595 | loss: 0.031176 | val_loss: 0.0311832 | Time: 1608.34 ms [2021-05-29 17:16:21 main:581] : INFO : Epoch 1596 | loss: 0.0311765 | val_loss: 0.0311884 | Time: 1609.88 ms [2021-05-29 17:16:22 main:581] : INFO : Epoch 1597 | loss: 0.0311794 | val_loss: 0.0311848 | Time: 1604.68 ms [2021-05-29 17:16:24 main:581] : INFO : Epoch 1598 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 1613.06 ms [2021-05-29 17:16:25 main:581] : INFO : Epoch 1599 | loss: 0.0311776 | val_loss: 0.0311807 | Time: 1606.57 ms [2021-05-29 17:16:27 main:581] : INFO : Epoch 1600 | loss: 0.0311754 | val_loss: 0.031183 | Time: 1608.36 ms [2021-05-29 17:16:29 main:581] : INFO : Epoch 1601 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 1608.16 ms [2021-05-29 17:16:30 main:581] : INFO : Epoch 1602 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 1610.57 ms [2021-05-29 17:16:32 main:581] : INFO : Epoch 1603 | loss: 0.031174 | val_loss: 0.0311816 | Time: 1608.16 ms [2021-05-29 17:16:33 main:581] : INFO : Epoch 1604 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1608.21 ms [2021-05-29 17:16:35 main:581] : INFO : Epoch 1605 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 1607.16 ms [2021-05-29 17:16:37 main:581] : INFO : Epoch 1606 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 1607.27 ms [2021-05-29 17:16:38 main:581] : INFO : Epoch 1607 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 1610.06 ms [2021-05-29 17:16:40 main:581] : INFO : Epoch 1608 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 1607.31 ms [2021-05-29 17:16:42 main:581] : INFO : Epoch 1609 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 1607.73 ms [2021-05-29 17:16:43 main:581] : INFO : Epoch 1610 | loss: 0.0311739 | val_loss: 0.03118 | Time: 1604.32 ms [2021-05-29 17:16:45 main:581] : INFO : Epoch 1611 | loss: 0.0311728 | val_loss: 0.0311797 | Time: 1604.61 ms [2021-05-29 17:16:46 main:581] : INFO : Epoch 1612 | loss: 0.0311731 | val_loss: 0.0311849 | Time: 1607.19 ms [2021-05-29 17:16:48 main:581] : INFO : Epoch 1613 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 1606.48 ms [2021-05-29 17:16:50 main:581] : INFO : Epoch 1614 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 1609.93 ms [2021-05-29 17:16:51 main:581] : INFO : Epoch 1615 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 1606.52 ms [2021-05-29 17:16:53 main:581] : INFO : Epoch 1616 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 1604.71 ms [2021-05-29 17:16:54 main:581] : INFO : Epoch 1617 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 1606.74 ms [2021-05-29 17:16:56 main:581] : INFO : Epoch 1618 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 1608.89 ms [2021-05-29 17:16:58 main:581] : INFO : Epoch 1619 | loss: 0.0311704 | val_loss: 0.0311796 | Time: 1606.36 ms [2021-05-29 17:16:59 main:581] : INFO : Epoch 1620 | loss: 0.0311728 | val_loss: 0.0311854 | Time: 1610.37 ms [2021-05-29 17:17:01 main:581] : INFO : Epoch 1621 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 1620.76 ms [2021-05-29 17:17:02 main:581] : INFO : Epoch 1622 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 1609.59 ms [2021-05-29 17:17:04 main:581] : INFO : Epoch 1623 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 1606.34 ms [2021-05-29 17:17:06 main:581] : INFO : Epoch 1624 | loss: 0.0311705 | val_loss: 0.0311816 | Time: 1611.52 ms [2021-05-29 17:17:07 main:581] : INFO : Epoch 1625 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 1608.83 ms [2021-05-29 17:17:09 main:581] : INFO : Epoch 1626 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 1603.53 ms [2021-05-29 17:17:10 main:581] : INFO : Epoch 1627 | loss: 0.031171 | val_loss: 0.0311815 | Time: 1609.13 ms [2021-05-29 17:17:12 main:581] : INFO : Epoch 1628 | loss: 0.0311706 | val_loss: 0.03118 | Time: 1612 ms [2021-05-29 17:17:14 main:581] : INFO : Epoch 1629 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 1608.88 ms [2021-05-29 17:17:15 main:581] : INFO : Epoch 1630 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 1606.92 ms [2021-05-29 17:17:17 main:581] : INFO : Epoch 1631 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 1604.49 ms [2021-05-29 17:17:19 main:581] : INFO : Epoch 1632 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 1607.99 ms [2021-05-29 17:17:20 main:581] : INFO : Epoch 1633 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 1609.39 ms [2021-05-29 17:17:22 main:581] : INFO : Epoch 1634 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 1611.82 ms [2021-05-29 17:17:23 main:581] : INFO : Epoch 1635 | loss: 0.0311677 | val_loss: 0.0311792 | Time: 1611.33 ms [2021-05-29 17:17:25 main:581] : INFO : Epoch 1636 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 1612.73 ms [2021-05-29 17:17:27 main:581] : INFO : Epoch 1637 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 1610.98 ms [2021-05-29 17:17:28 main:581] : INFO : Epoch 1638 | loss: 0.0311679 | val_loss: 0.0311806 | Time: 1608.98 ms [2021-05-29 17:17:30 main:581] : INFO : Epoch 1639 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 1610.59 ms [2021-05-29 17:17:31 main:581] : INFO : Epoch 1640 | loss: 0.0311671 | val_loss: 0.0311809 | Time: 1607.75 ms [2021-05-29 17:17:33 main:581] : INFO : Epoch 1641 | loss: 0.0311684 | val_loss: 0.0311774 | Time: 1615.67 ms [2021-05-29 17:17:35 main:581] : INFO : Epoch 1642 | loss: 0.0311685 | val_loss: 0.0311834 | Time: 1622.11 ms [2021-05-29 17:17:36 main:581] : INFO : Epoch 1643 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 1625.66 ms [2021-05-29 17:17:38 main:581] : INFO : Epoch 1644 | loss: 0.0311674 | val_loss: 0.0311781 | Time: 1624.64 ms [2021-05-29 17:17:40 main:581] : INFO : Epoch 1645 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 1630.87 ms [2021-05-29 17:17:41 main:581] : INFO : Epoch 1646 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 1627.31 ms [2021-05-29 17:17:43 main:581] : INFO : Epoch 1647 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 1627.08 ms [2021-05-29 17:17:44 main:581] : INFO : Epoch 1648 | loss: 0.0311693 | val_loss: 0.031185 | Time: 1624.59 ms [2021-05-29 17:17:46 main:581] : INFO : Epoch 1649 | loss: 0.03117 | val_loss: 0.0311846 | Time: 1629.79 ms [2021-05-29 17:17:48 main:581] : INFO : Epoch 1650 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 1628.98 ms [2021-05-29 17:17:49 main:581] : INFO : Epoch 1651 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 1624.76 ms [2021-05-29 17:17:51 main:581] : INFO : Epoch 1652 | loss: 0.0311689 | val_loss: 0.0311789 | Time: 1603.56 ms [2021-05-29 17:17:52 main:581] : INFO : Epoch 1653 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 1609.25 ms [2021-05-29 17:17:54 main:581] : INFO : Epoch 1654 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 1604.35 ms [2021-05-29 17:17:56 main:581] : INFO : Epoch 1655 | loss: 0.0311681 | val_loss: 0.031178 | Time: 1623.65 ms [2021-05-29 17:17:57 main:581] : INFO : Epoch 1656 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 1627.38 ms [2021-05-29 17:17:59 main:581] : INFO : Epoch 1657 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 1618.76 ms [2021-05-29 17:18:01 main:581] : INFO : Epoch 1658 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 1625.21 ms [2021-05-29 17:18:02 main:581] : INFO : Epoch 1659 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 1611.89 ms [2021-05-29 17:18:04 main:581] : INFO : Epoch 1660 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 1613.52 ms [2021-05-29 17:18:05 main:581] : INFO : Epoch 1661 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1610.77 ms [2021-05-29 17:18:07 main:581] : INFO : Epoch 1662 | loss: 0.0311662 | val_loss: 0.0311752 | Time: 1611.77 ms [2021-05-29 17:18:09 main:581] : INFO : Epoch 1663 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 1612.59 ms [2021-05-29 17:18:10 main:581] : INFO : Epoch 1664 | loss: 0.0311674 | val_loss: 0.0311858 | Time: 1620.49 ms [2021-05-29 17:18:12 main:581] : INFO : Epoch 1665 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 1617.26 ms [2021-05-29 17:18:14 main:581] : INFO : Epoch 1666 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1614.04 ms [2021-05-29 17:18:15 main:581] : INFO : Epoch 1667 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 1616.96 ms [2021-05-29 17:18:17 main:581] : INFO : Epoch 1668 | loss: 0.0311669 | val_loss: 0.0311796 | Time: 1611.06 ms [2021-05-29 17:18:18 main:581] : INFO : Epoch 1669 | loss: 0.0311672 | val_loss: 0.0311856 | Time: 1613.68 ms [2021-05-29 17:18:20 main:581] : INFO : Epoch 1670 | loss: 0.0311697 | val_loss: 0.031176 | Time: 1610.96 ms [2021-05-29 17:18:22 main:581] : INFO : Epoch 1671 | loss: 0.0311658 | val_loss: 0.031176 | Time: 1616.21 ms [2021-05-29 17:18:23 main:581] : INFO : Epoch 1672 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 1613.79 ms [2021-05-29 17:18:25 main:581] : INFO : Epoch 1673 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 1613.51 ms [2021-05-29 17:18:26 main:581] : INFO : Epoch 1674 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 1612.19 ms [2021-05-29 17:18:28 main:581] : INFO : Epoch 1675 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 1609.19 ms [2021-05-29 17:18:30 main:581] : INFO : Epoch 1676 | loss: 0.0311648 | val_loss: 0.0311768 | Time: 1616.96 ms [2021-05-29 17:18:31 main:581] : INFO : Epoch 1677 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1616.47 ms [2021-05-29 17:18:33 main:581] : INFO : Epoch 1678 | loss: 0.0311661 | val_loss: 0.0311768 | Time: 1617.78 ms [2021-05-29 17:18:34 main:581] : INFO : Epoch 1679 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 1610.27 ms [2021-05-29 17:18:36 main:581] : INFO : Epoch 1680 | loss: 0.031167 | val_loss: 0.0311755 | Time: 1617.68 ms [2021-05-29 17:18:38 main:581] : INFO : Epoch 1681 | loss: 0.0311666 | val_loss: 0.0311755 | Time: 1611.97 ms [2021-05-29 17:18:39 main:581] : INFO : Epoch 1682 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 1611.15 ms [2021-05-29 17:18:41 main:581] : INFO : Epoch 1683 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 1611.53 ms [2021-05-29 17:18:43 main:581] : INFO : Epoch 1684 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 1614 ms [2021-05-29 17:18:44 main:581] : INFO : Epoch 1685 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 1610.35 ms [2021-05-29 17:18:46 main:581] : INFO : Epoch 1686 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 1620.51 ms [2021-05-29 17:18:47 main:581] : INFO : Epoch 1687 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 1615.24 ms [2021-05-29 17:18:49 main:581] : INFO : Epoch 1688 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 1616.44 ms [2021-05-29 17:18:51 main:581] : INFO : Epoch 1689 | loss: 0.0311636 | val_loss: 0.0311785 | Time: 1612.11 ms [2021-05-29 17:18:52 main:581] : INFO : Epoch 1690 | loss: 0.0311654 | val_loss: 0.031176 | Time: 1609.71 ms [2021-05-29 17:18:54 main:581] : INFO : Epoch 1691 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 1609.18 ms [2021-05-29 17:18:55 main:581] : INFO : Epoch 1692 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 1615.82 ms [2021-05-29 17:18:57 main:581] : INFO : Epoch 1693 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 1616.26 ms [2021-05-29 17:18:59 main:581] : INFO : Epoch 1694 | loss: 0.0311647 | val_loss: 0.0311845 | Time: 1612.31 ms [2021-05-29 17:19:00 main:581] : INFO : Epoch 1695 | loss: 0.0311645 | val_loss: 0.0311774 | Time: 1627.59 ms [2021-05-29 17:19:02 main:581] : INFO : Epoch 1696 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 1613.63 ms [2021-05-29 17:19:04 main:581] : INFO : Epoch 1697 | loss: 0.0311648 | val_loss: 0.031174 | Time: 1617.22 ms [2021-05-29 17:19:05 main:581] : INFO : Epoch 1698 | loss: 0.0311637 | val_loss: 0.0311788 | Time: 1611.47 ms [2021-05-29 17:19:07 main:581] : INFO : Epoch 1699 | loss: 0.0311647 | val_loss: 0.031177 | Time: 1615.03 ms [2021-05-29 17:19:08 main:581] : INFO : Epoch 1700 | loss: 0.0311636 | val_loss: 0.0311771 | Time: 1610.49 ms [2021-05-29 17:19:10 main:581] : INFO : Epoch 1701 | loss: 0.0311635 | val_loss: 0.0311787 | Time: 1611.99 ms [2021-05-29 17:19:12 main:581] : INFO : Epoch 1702 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 1613.8 ms [2021-05-29 17:19:13 main:581] : INFO : Epoch 1703 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 1622.19 ms [2021-05-29 17:19:15 main:581] : INFO : Epoch 1704 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 1625.75 ms [2021-05-29 17:19:16 main:581] : INFO : Epoch 1705 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 1624.6 ms [2021-05-29 17:19:18 main:581] : INFO : Epoch 1706 | loss: 0.0311682 | val_loss: 0.0311786 | Time: 1631.21 ms [2021-05-29 17:19:20 main:581] : INFO : Epoch 1707 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1628.03 ms [2021-05-29 17:19:21 main:581] : INFO : Epoch 1708 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 1622.81 ms [2021-05-29 17:19:23 main:581] : INFO : Epoch 1709 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 1632.13 ms [2021-05-29 17:19:25 main:581] : INFO : Epoch 1710 | loss: 0.0311694 | val_loss: 0.031177 | Time: 1626.55 ms [2021-05-29 17:19:26 main:581] : INFO : Epoch 1711 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 1625.68 ms [2021-05-29 17:19:28 main:581] : INFO : Epoch 1712 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 1621.32 ms [2021-05-29 17:19:30 main:581] : INFO : Epoch 1713 | loss: 0.031176 | val_loss: 0.0312042 | Time: 1624.12 ms [2021-05-29 17:19:31 main:581] : INFO : Epoch 1714 | loss: 0.0318489 | val_loss: 0.0316844 | Time: 1627.96 ms [2021-05-29 17:19:33 main:581] : INFO : Epoch 1715 | loss: 0.0349259 | val_loss: 0.0327747 | Time: 1624.72 ms [2021-05-29 17:19:34 main:581] : INFO : Epoch 1716 | loss: 0.0342594 | val_loss: 0.0323702 | Time: 1627.31 ms [2021-05-29 17:19:36 main:581] : INFO : Epoch 1717 | loss: 0.0315878 | val_loss: 0.0313631 | Time: 1625.79 ms [2021-05-29 17:19:38 main:581] : INFO : Epoch 1718 | loss: 0.0312984 | val_loss: 0.03126 | Time: 1624.58 ms [2021-05-29 17:19:39 main:581] : INFO : Epoch 1719 | loss: 0.0312543 | val_loss: 0.0312462 | Time: 1621.51 ms [2021-05-29 17:19:41 main:581] : INFO : Epoch 1720 | loss: 0.0312376 | val_loss: 0.0312294 | Time: 1630.5 ms [2021-05-29 17:19:43 main:581] : INFO : Epoch 1721 | loss: 0.031223 | val_loss: 0.0312184 | Time: 1628.83 ms [2021-05-29 17:19:44 main:581] : INFO : Epoch 1722 | loss: 0.0312117 | val_loss: 0.0312077 | Time: 1609.43 ms [2021-05-29 17:19:46 main:581] : INFO : Epoch 1723 | loss: 0.0312011 | val_loss: 0.0311973 | Time: 1607.35 ms [2021-05-29 17:19:47 main:581] : INFO : Epoch 1724 | loss: 0.0311923 | val_loss: 0.0311901 | Time: 1605.9 ms [2021-05-29 17:19:49 main:581] : INFO : Epoch 1725 | loss: 0.031187 | val_loss: 0.0311869 | Time: 1608.03 ms [2021-05-29 17:19:51 main:581] : INFO : Epoch 1726 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 1611.97 ms [2021-05-29 17:19:52 main:581] : INFO : Epoch 1727 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 1602.82 ms [2021-05-29 17:19:54 main:581] : INFO : Epoch 1728 | loss: 0.0311866 | val_loss: 0.0311844 | Time: 1612.39 ms [2021-05-29 17:19:55 main:581] : INFO : Epoch 1729 | loss: 0.0311835 | val_loss: 0.0311822 | Time: 1608.45 ms [2021-05-29 17:19:57 main:581] : INFO : Epoch 1730 | loss: 0.0311807 | val_loss: 0.031181 | Time: 1599.92 ms [2021-05-29 17:19:59 main:581] : INFO : Epoch 1731 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 1585.65 ms [2021-05-29 17:20:00 main:581] : INFO : Epoch 1732 | loss: 0.0311794 | val_loss: 0.0311805 | Time: 1612.45 ms [2021-05-29 17:20:02 main:581] : INFO : Epoch 1733 | loss: 0.031179 | val_loss: 0.0311791 | Time: 1613.44 ms [2021-05-29 17:20:03 main:581] : INFO : Epoch 1734 | loss: 0.0311782 | val_loss: 0.0311788 | Time: 1611.46 ms [2021-05-29 17:20:05 main:581] : INFO : Epoch 1735 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 1618.72 ms [2021-05-29 17:20:07 main:581] : INFO : Epoch 1736 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 1618.74 ms [2021-05-29 17:20:08 main:581] : INFO : Epoch 1737 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 1616.68 ms [2021-05-29 17:20:10 main:581] : INFO : Epoch 1738 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 1611.28 ms [2021-05-29 17:20:11 main:581] : INFO : Epoch 1739 | loss: 0.0311781 | val_loss: 0.0311778 | Time: 1613.61 ms [2021-05-29 17:20:13 main:581] : INFO : Epoch 1740 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 1612.88 ms [2021-05-29 17:20:15 main:581] : INFO : Epoch 1741 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 1612.47 ms [2021-05-29 17:20:16 main:581] : INFO : Epoch 1742 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 1609.16 ms [2021-05-29 17:20:18 main:581] : INFO : Epoch 1743 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 1611.04 ms [2021-05-29 17:20:20 main:581] : INFO : Epoch 1744 | loss: 0.0311766 | val_loss: 0.0311771 | Time: 1613.36 ms [2021-05-29 17:20:21 main:581] : INFO : Epoch 1745 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 1611.18 ms [2021-05-29 17:20:23 main:581] : INFO : Epoch 1746 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 1618.91 ms [2021-05-29 17:20:24 main:581] : INFO : Epoch 1747 | loss: 0.0311768 | val_loss: 0.0311756 | Time: 1616.35 ms [2021-05-29 17:20:26 main:581] : INFO : Epoch 1748 | loss: 0.0311762 | val_loss: 0.0311753 | Time: 1614.51 ms [2021-05-29 17:20:28 main:581] : INFO : Epoch 1749 | loss: 0.0311754 | val_loss: 0.0311748 | Time: 1615.4 ms [2021-05-29 17:20:29 main:581] : INFO : Epoch 1750 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 1617.84 ms [2021-05-29 17:20:31 main:581] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 1615.62 ms [2021-05-29 17:20:32 main:581] : INFO : Epoch 1752 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 1611.79 ms [2021-05-29 17:20:34 main:581] : INFO : Epoch 1753 | loss: 0.0311747 | val_loss: 0.0311747 | Time: 1614.09 ms [2021-05-29 17:20:36 main:581] : INFO : Epoch 1754 | loss: 0.0311739 | val_loss: 0.0311745 | Time: 1610.8 ms [2021-05-29 17:20:37 main:581] : INFO : Epoch 1755 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 1614.18 ms [2021-05-29 17:20:39 main:581] : INFO : Epoch 1756 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 1615.76 ms [2021-05-29 17:20:41 main:581] : INFO : Epoch 1757 | loss: 0.031174 | val_loss: 0.0311757 | Time: 1613.51 ms [2021-05-29 17:20:42 main:581] : INFO : Epoch 1758 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 1613.72 ms [2021-05-29 17:20:44 main:581] : INFO : Epoch 1759 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 1614.56 ms [2021-05-29 17:20:45 main:581] : INFO : Epoch 1760 | loss: 0.0311734 | val_loss: 0.0311746 | Time: 1614.41 ms [2021-05-29 17:20:47 main:581] : INFO : Epoch 1761 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1615.45 ms [2021-05-29 17:20:49 main:581] : INFO : Epoch 1762 | loss: 0.031174 | val_loss: 0.0311755 | Time: 1613.55 ms [2021-05-29 17:20:50 main:581] : INFO : Epoch 1763 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1612.95 ms [2021-05-29 17:20:52 main:581] : INFO : Epoch 1764 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 1620.13 ms [2021-05-29 17:20:53 main:581] : INFO : Epoch 1765 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 1621.11 ms [2021-05-29 17:20:55 main:581] : INFO : Epoch 1766 | loss: 0.0311729 | val_loss: 0.0311756 | Time: 1612.2 ms [2021-05-29 17:20:57 main:581] : INFO : Epoch 1767 | loss: 0.0311717 | val_loss: 0.0311739 | Time: 1616.83 ms [2021-05-29 17:20:58 main:581] : INFO : Epoch 1768 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 1619.22 ms [2021-05-29 17:21:00 main:581] : INFO : Epoch 1769 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1635.85 ms [2021-05-29 17:21:02 main:581] : INFO : Epoch 1770 | loss: 0.031172 | val_loss: 0.0311753 | Time: 1617.46 ms [2021-05-29 17:21:03 main:581] : INFO : Epoch 1771 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 1623 ms [2021-05-29 17:21:05 main:581] : INFO : Epoch 1772 | loss: 0.031172 | val_loss: 0.0311754 | Time: 1621.96 ms [2021-05-29 17:21:06 main:581] : INFO : Epoch 1773 | loss: 0.0311714 | val_loss: 0.031175 | Time: 1619.36 ms [2021-05-29 17:21:08 main:581] : INFO : Epoch 1774 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 1620.54 ms [2021-05-29 17:21:10 main:581] : INFO : Epoch 1775 | loss: 0.0311737 | val_loss: 0.031174 | Time: 1620.49 ms [2021-05-29 17:21:11 main:581] : INFO : Epoch 1776 | loss: 0.031172 | val_loss: 0.0311751 | Time: 1622.49 ms [2021-05-29 17:21:13 main:581] : INFO : Epoch 1777 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 1622.72 ms [2021-05-29 17:21:15 main:581] : INFO : Epoch 1778 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 1618.54 ms [2021-05-29 17:21:16 main:581] : INFO : Epoch 1779 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 1619.94 ms [2021-05-29 17:21:18 main:581] : INFO : Epoch 1780 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 1622.34 ms [2021-05-29 17:21:19 main:581] : INFO : Epoch 1781 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 1599.34 ms [2021-05-29 17:21:21 main:581] : INFO : Epoch 1782 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1584.54 ms [2021-05-29 17:21:23 main:581] : INFO : Epoch 1783 | loss: 0.031172 | val_loss: 0.0311764 | Time: 1588.74 ms [2021-05-29 17:21:24 main:581] : INFO : Epoch 1784 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 1595.82 ms [2021-05-29 17:21:26 main:581] : INFO : Epoch 1785 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 1588.55 ms [2021-05-29 17:21:27 main:581] : INFO : Epoch 1786 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1583.97 ms [2021-05-29 17:21:29 main:581] : INFO : Epoch 1787 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 1615.18 ms [2021-05-29 17:21:31 main:581] : INFO : Epoch 1788 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 1610.91 ms [2021-05-29 17:21:32 main:581] : INFO : Epoch 1789 | loss: 0.0311696 | val_loss: 0.031178 | Time: 1621.21 ms [2021-05-29 17:21:34 main:581] : INFO : Epoch 1790 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 1616.19 ms [2021-05-29 17:21:35 main:581] : INFO : Epoch 1791 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 1609.39 ms [2021-05-29 17:21:37 main:581] : INFO : Epoch 1792 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 1603.52 ms [2021-05-29 17:21:39 main:581] : INFO : Epoch 1793 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 1618.79 ms [2021-05-29 17:21:40 main:581] : INFO : Epoch 1794 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 1614.27 ms [2021-05-29 17:21:42 main:581] : INFO : Epoch 1795 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 1621.19 ms [2021-05-29 17:21:43 main:581] : INFO : Epoch 1796 | loss: 0.0311681 | val_loss: 0.031173 | Time: 1611.44 ms [2021-05-29 17:21:45 main:581] : INFO : Epoch 1797 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 1604.68 ms [2021-05-29 17:21:47 main:581] : INFO : Epoch 1798 | loss: 0.0311682 | val_loss: 0.031172 | Time: 1609.05 ms [2021-05-29 17:21:48 main:581] : INFO : Epoch 1799 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 1612.1 ms [2021-05-29 17:21:50 main:581] : INFO : Epoch 1800 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 1597.87 ms [2021-05-29 17:21:51 main:581] : INFO : Epoch 1801 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 1607.41 ms [2021-05-29 17:21:53 main:581] : INFO : Epoch 1802 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 1606.88 ms [2021-05-29 17:21:55 main:581] : INFO : Epoch 1803 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 1608.67 ms [2021-05-29 17:21:56 main:581] : INFO : Epoch 1804 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1606.11 ms [2021-05-29 17:21:58 main:581] : INFO : Epoch 1805 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 1607.7 ms [2021-05-29 17:22:00 main:581] : INFO : Epoch 1806 | loss: 0.031167 | val_loss: 0.0311727 | Time: 1611.35 ms [2021-05-29 17:22:01 main:581] : INFO : Epoch 1807 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 1606.02 ms [2021-05-29 17:22:03 main:581] : INFO : Epoch 1808 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1608.64 ms [2021-05-29 17:22:04 main:581] : INFO : Epoch 1809 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 1606.56 ms [2021-05-29 17:22:06 main:581] : INFO : Epoch 1810 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 1609.02 ms [2021-05-29 17:22:08 main:581] : INFO : Epoch 1811 | loss: 0.0311667 | val_loss: 0.031173 | Time: 1605.58 ms [2021-05-29 17:22:09 main:581] : INFO : Epoch 1812 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 1607.54 ms [2021-05-29 17:22:11 main:581] : INFO : Epoch 1813 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 1607.84 ms [2021-05-29 17:22:12 main:581] : INFO : Epoch 1814 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 1600.57 ms [2021-05-29 17:22:14 main:581] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 1602.75 ms [2021-05-29 17:22:16 main:581] : INFO : Epoch 1816 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 1604.85 ms [2021-05-29 17:22:17 main:581] : INFO : Epoch 1817 | loss: 0.0311673 | val_loss: 0.0311733 | Time: 1608.57 ms [2021-05-29 17:22:19 main:581] : INFO : Epoch 1818 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 1608.13 ms [2021-05-29 17:22:20 main:581] : INFO : Epoch 1819 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 1605.05 ms [2021-05-29 17:22:22 main:581] : INFO : Epoch 1820 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1631.66 ms [2021-05-29 17:22:24 main:581] : INFO : Epoch 1821 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 1623.27 ms [2021-05-29 17:22:25 main:581] : INFO : Epoch 1822 | loss: 0.0311672 | val_loss: 0.0311725 | Time: 1622.16 ms [2021-05-29 17:22:27 main:581] : INFO : Epoch 1823 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 1621.16 ms [2021-05-29 17:22:29 main:581] : INFO : Epoch 1824 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 1625.35 ms [2021-05-29 17:22:30 main:581] : INFO : Epoch 1825 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 1621.68 ms [2021-05-29 17:22:32 main:581] : INFO : Epoch 1826 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 1619.96 ms [2021-05-29 17:22:33 main:581] : INFO : Epoch 1827 | loss: 0.0311667 | val_loss: 0.031173 | Time: 1620.15 ms [2021-05-29 17:22:35 main:581] : INFO : Epoch 1828 | loss: 0.0311677 | val_loss: 0.0311719 | Time: 1624.55 ms [2021-05-29 17:22:37 main:581] : INFO : Epoch 1829 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 1622.05 ms [2021-05-29 17:22:38 main:581] : INFO : Epoch 1830 | loss: 0.0311677 | val_loss: 0.0311715 | Time: 1623.1 ms [2021-05-29 17:22:40 main:581] : INFO : Epoch 1831 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 1621.73 ms [2021-05-29 17:22:42 main:581] : INFO : Epoch 1832 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 1623.91 ms [2021-05-29 17:22:43 main:581] : INFO : Epoch 1833 | loss: 0.0311658 | val_loss: 0.031172 | Time: 1619.87 ms [2021-05-29 17:22:45 main:581] : INFO : Epoch 1834 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1624.41 ms [2021-05-29 17:22:46 main:581] : INFO : Epoch 1835 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 1619.79 ms [2021-05-29 17:22:48 main:581] : INFO : Epoch 1836 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 1621.09 ms [2021-05-29 17:22:50 main:581] : INFO : Epoch 1837 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 1600.93 ms [2021-05-29 17:22:51 main:581] : INFO : Epoch 1838 | loss: 0.0311647 | val_loss: 0.0311717 | Time: 1623.3 ms [2021-05-29 17:22:53 main:581] : INFO : Epoch 1839 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 1617.46 ms [2021-05-29 17:22:54 main:581] : INFO : Epoch 1840 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 1625.69 ms [2021-05-29 17:22:56 main:581] : INFO : Epoch 1841 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1619.15 ms [2021-05-29 17:22:58 main:581] : INFO : Epoch 1842 | loss: 0.0311669 | val_loss: 0.0311716 | Time: 1615.65 ms [2021-05-29 17:22:59 main:581] : INFO : Epoch 1843 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 1624.22 ms [2021-05-29 17:23:01 main:581] : INFO : Epoch 1844 | loss: 0.0311698 | val_loss: 0.0311729 | Time: 1636.61 ms [2021-05-29 17:23:03 main:581] : INFO : Epoch 1845 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 1636.92 ms [2021-05-29 17:23:04 main:581] : INFO : Epoch 1846 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 1640.23 ms [2021-05-29 17:23:06 main:581] : INFO : Epoch 1847 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 1635.71 ms [2021-05-29 17:23:08 main:581] : INFO : Epoch 1848 | loss: 0.031167 | val_loss: 0.031172 | Time: 1633.61 ms [2021-05-29 17:23:09 main:581] : INFO : Epoch 1849 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 1638.51 ms [2021-05-29 17:23:11 main:581] : INFO : Epoch 1850 | loss: 0.0311662 | val_loss: 0.031172 | Time: 1640.12 ms [2021-05-29 17:23:12 main:581] : INFO : Epoch 1851 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 1638.12 ms [2021-05-29 17:23:14 main:581] : INFO : Epoch 1852 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1637.1 ms [2021-05-29 17:23:16 main:581] : INFO : Epoch 1853 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 1639.56 ms [2021-05-29 17:23:17 main:581] : INFO : Epoch 1854 | loss: 0.0311674 | val_loss: 0.0311721 | Time: 1635.46 ms [2021-05-29 17:23:19 main:581] : INFO : Epoch 1855 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 1633.06 ms [2021-05-29 17:23:21 main:581] : INFO : Epoch 1856 | loss: 0.0311668 | val_loss: 0.0311717 | Time: 1624.94 ms [2021-05-29 17:23:22 main:581] : INFO : Epoch 1857 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 1603.43 ms [2021-05-29 17:23:24 main:581] : INFO : Epoch 1858 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 1601.88 ms [2021-05-29 17:23:25 main:581] : INFO : Epoch 1859 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 1609.13 ms [2021-05-29 17:23:27 main:581] : INFO : Epoch 1860 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 1605.27 ms [2021-05-29 17:23:29 main:581] : INFO : Epoch 1861 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1614.87 ms [2021-05-29 17:23:30 main:581] : INFO : Epoch 1862 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 1623.63 ms [2021-05-29 17:23:32 main:581] : INFO : Epoch 1863 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 1622.24 ms [2021-05-29 17:23:34 main:581] : INFO : Epoch 1864 | loss: 0.0311645 | val_loss: 0.0311727 | Time: 1627.57 ms [2021-05-29 17:23:35 main:581] : INFO : Epoch 1865 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 1621.2 ms [2021-05-29 17:23:37 main:581] : INFO : Epoch 1866 | loss: 0.031166 | val_loss: 0.031171 | Time: 1623.45 ms [2021-05-29 17:23:38 main:581] : INFO : Epoch 1867 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 1623.2 ms [2021-05-29 17:23:40 main:581] : INFO : Epoch 1868 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 1625.05 ms [2021-05-29 17:23:42 main:581] : INFO : Epoch 1869 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 1624.23 ms [2021-05-29 17:23:43 main:581] : INFO : Epoch 1870 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 1618.57 ms [2021-05-29 17:23:45 main:581] : INFO : Epoch 1871 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 1613.23 ms [2021-05-29 17:23:46 main:581] : INFO : Epoch 1872 | loss: 0.0311645 | val_loss: 0.0311739 | Time: 1617.36 ms [2021-05-29 17:23:48 main:581] : INFO : Epoch 1873 | loss: 0.031165 | val_loss: 0.0311753 | Time: 1618.64 ms [2021-05-29 17:23:50 main:581] : INFO : Epoch 1874 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 1618.12 ms [2021-05-29 17:23:51 main:581] : INFO : Epoch 1875 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 1619.78 ms [2021-05-29 17:23:53 main:581] : INFO : Epoch 1876 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 1615.21 ms [2021-05-29 17:23:55 main:581] : INFO : Epoch 1877 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 1618.5 ms [2021-05-29 17:23:56 main:581] : INFO : Epoch 1878 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 1620.86 ms [2021-05-29 17:23:58 main:581] : INFO : Epoch 1879 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 1616.63 ms [2021-05-29 17:23:59 main:581] : INFO : Epoch 1880 | loss: 0.031163 | val_loss: 0.0311721 | Time: 1620.33 ms [2021-05-29 17:24:01 main:581] : INFO : Epoch 1881 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 1627.88 ms [2021-05-29 17:24:03 main:581] : INFO : Epoch 1882 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 1620.98 ms [2021-05-29 17:24:04 main:581] : INFO : Epoch 1883 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 1621.21 ms [2021-05-29 17:24:06 main:581] : INFO : Epoch 1884 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1620.91 ms [2021-05-29 17:24:08 main:581] : INFO : Epoch 1885 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1621.55 ms [2021-05-29 17:24:09 main:581] : INFO : Epoch 1886 | loss: 0.0311625 | val_loss: 0.031172 | Time: 1619.89 ms [2021-05-29 17:24:11 main:581] : INFO : Epoch 1887 | loss: 0.0311628 | val_loss: 0.031172 | Time: 1622.4 ms [2021-05-29 17:24:12 main:581] : INFO : Epoch 1888 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 1621.54 ms [2021-05-29 17:24:14 main:581] : INFO : Epoch 1889 | loss: 0.0311637 | val_loss: 0.0311745 | Time: 1619.28 ms [2021-05-29 17:24:16 main:581] : INFO : Epoch 1890 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 1615.57 ms [2021-05-29 17:24:17 main:581] : INFO : Epoch 1891 | loss: 0.0311626 | val_loss: 0.0311744 | Time: 1616.83 ms [2021-05-29 17:24:19 main:581] : INFO : Epoch 1892 | loss: 0.0311649 | val_loss: 0.0311754 | Time: 1620.9 ms [2021-05-29 17:24:21 main:581] : INFO : Epoch 1893 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 1618.91 ms [2021-05-29 17:24:22 main:581] : INFO : Epoch 1894 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 1613.91 ms [2021-05-29 17:24:24 main:581] : INFO : Epoch 1895 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1615.49 ms [2021-05-29 17:24:25 main:581] : INFO : Epoch 1896 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 1617.39 ms [2021-05-29 17:24:27 main:581] : INFO : Epoch 1897 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 1614.16 ms [2021-05-29 17:24:29 main:581] : INFO : Epoch 1898 | loss: 0.0311636 | val_loss: 0.0311761 | Time: 1614.18 ms [2021-05-29 17:24:30 main:581] : INFO : Epoch 1899 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 1614.84 ms [2021-05-29 17:24:32 main:581] : INFO : Epoch 1900 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 1616.52 ms [2021-05-29 17:24:33 main:581] : INFO : Epoch 1901 | loss: 0.0311638 | val_loss: 0.0311747 | Time: 1615.42 ms [2021-05-29 17:24:35 main:581] : INFO : Epoch 1902 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 1615.16 ms [2021-05-29 17:24:37 main:581] : INFO : Epoch 1903 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 1615.05 ms [2021-05-29 17:24:38 main:581] : INFO : Epoch 1904 | loss: 0.0311664 | val_loss: 0.0311712 | Time: 1619.22 ms [2021-05-29 17:24:40 main:581] : INFO : Epoch 1905 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 1615.55 ms [2021-05-29 17:24:42 main:581] : INFO : Epoch 1906 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 1617.62 ms [2021-05-29 17:24:43 main:581] : INFO : Epoch 1907 | loss: 0.031164 | val_loss: 0.0311727 | Time: 1614.45 ms [2021-05-29 17:24:45 main:581] : INFO : Epoch 1908 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 1618.49 ms [2021-05-29 17:24:46 main:581] : INFO : Epoch 1909 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 1618.99 ms [2021-05-29 17:24:48 main:581] : INFO : Epoch 1910 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 1612.72 ms [2021-05-29 17:24:50 main:581] : INFO : Epoch 1911 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 1613.54 ms [2021-05-29 17:24:51 main:581] : INFO : Epoch 1912 | loss: 0.0311633 | val_loss: 0.0311711 | Time: 1614.51 ms [2021-05-29 17:24:53 main:581] : INFO : Epoch 1913 | loss: 0.031164 | val_loss: 0.0311714 | Time: 1616.57 ms [2021-05-29 17:24:54 main:581] : INFO : Epoch 1914 | loss: 0.0311646 | val_loss: 0.0311712 | Time: 1616.21 ms [2021-05-29 17:24:56 main:581] : INFO : Epoch 1915 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1614.8 ms [2021-05-29 17:24:58 main:581] : INFO : Epoch 1916 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 1616.19 ms [2021-05-29 17:24:59 main:581] : INFO : Epoch 1917 | loss: 0.0311665 | val_loss: 0.031176 | Time: 1616.51 ms [2021-05-29 17:25:01 main:581] : INFO : Epoch 1918 | loss: 0.0311645 | val_loss: 0.0311694 | Time: 1622.1 ms [2021-05-29 17:25:03 main:581] : INFO : Epoch 1919 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 1617.42 ms [2021-05-29 17:25:04 main:581] : INFO : Epoch 1920 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 1612.09 ms [2021-05-29 17:25:06 main:581] : INFO : Epoch 1921 | loss: 0.0311646 | val_loss: 0.03117 | Time: 1620.1 ms [2021-05-29 17:25:07 main:581] : INFO : Epoch 1922 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 1612.63 ms [2021-05-29 17:25:09 main:581] : INFO : Epoch 1923 | loss: 0.031164 | val_loss: 0.0311726 | Time: 1620.02 ms [2021-05-29 17:25:11 main:581] : INFO : Epoch 1924 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 1624.8 ms [2021-05-29 17:25:12 main:581] : INFO : Epoch 1925 | loss: 0.031164 | val_loss: 0.0311726 | Time: 1628.53 ms [2021-05-29 17:25:14 main:581] : INFO : Epoch 1926 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 1625.48 ms [2021-05-29 17:25:15 main:581] : INFO : Epoch 1927 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 1623.12 ms [2021-05-29 17:25:17 main:581] : INFO : Epoch 1928 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 1627.52 ms [2021-05-29 17:25:19 main:581] : INFO : Epoch 1929 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 1624.93 ms [2021-05-29 17:25:20 main:581] : INFO : Epoch 1930 | loss: 0.0311625 | val_loss: 0.0311704 | Time: 1621.95 ms [2021-05-29 17:25:22 main:581] : INFO : Epoch 1931 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 1625.34 ms [2021-05-29 17:25:24 main:581] : INFO : Epoch 1932 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1627.17 ms [2021-05-29 17:25:25 main:581] : INFO : Epoch 1933 | loss: 0.031161 | val_loss: 0.031169 | Time: 1624.54 ms [2021-05-29 17:25:27 main:581] : INFO : Epoch 1934 | loss: 0.0311627 | val_loss: 0.0311766 | Time: 1616.33 ms [2021-05-29 17:25:28 main:581] : INFO : Epoch 1935 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1625.59 ms [2021-05-29 17:25:30 main:581] : INFO : Epoch 1936 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 1622.79 ms [2021-05-29 17:25:32 main:581] : INFO : Epoch 1937 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 1625.66 ms [2021-05-29 17:25:33 main:581] : INFO : Epoch 1938 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 1623.12 ms [2021-05-29 17:25:35 main:581] : INFO : Epoch 1939 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 1619.8 ms [2021-05-29 17:25:37 main:581] : INFO : Epoch 1940 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 1624.4 ms [2021-05-29 17:25:38 main:581] : INFO : Epoch 1941 | loss: 0.031161 | val_loss: 0.0311722 | Time: 1622.78 ms [2021-05-29 17:25:40 main:581] : INFO : Epoch 1942 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 1627.34 ms [2021-05-29 17:25:41 main:581] : INFO : Epoch 1943 | loss: 0.031163 | val_loss: 0.0311752 | Time: 1624.85 ms [2021-05-29 17:25:43 main:581] : INFO : Epoch 1944 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 1616.72 ms [2021-05-29 17:25:45 main:581] : INFO : Epoch 1945 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 1620.55 ms [2021-05-29 17:25:46 main:581] : INFO : Epoch 1946 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 1617.05 ms [2021-05-29 17:25:48 main:581] : INFO : Epoch 1947 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 1619.83 ms [2021-05-29 17:25:50 main:581] : INFO : Epoch 1948 | loss: 0.0311632 | val_loss: 0.0311735 | Time: 1618.4 ms [2021-05-29 17:25:51 main:581] : INFO : Epoch 1949 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 1614.45 ms [2021-05-29 17:25:53 main:581] : INFO : Epoch 1950 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 1614.14 ms [2021-05-29 17:25:54 main:581] : INFO : Epoch 1951 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 1615.42 ms [2021-05-29 17:25:56 main:581] : INFO : Epoch 1952 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 1620.8 ms [2021-05-29 17:25:58 main:581] : INFO : Epoch 1953 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 1621.7 ms [2021-05-29 17:25:59 main:581] : INFO : Epoch 1954 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 1621.31 ms [2021-05-29 17:26:01 main:581] : INFO : Epoch 1955 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 1633.81 ms [2021-05-29 17:26:03 main:581] : INFO : Epoch 1956 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 1616.14 ms [2021-05-29 17:26:04 main:581] : INFO : Epoch 1957 | loss: 0.0311594 | val_loss: 0.031171 | Time: 1621.7 ms [2021-05-29 17:26:06 main:581] : INFO : Epoch 1958 | loss: 0.0311602 | val_loss: 0.0311699 | Time: 1615.97 ms [2021-05-29 17:26:07 main:581] : INFO : Epoch 1959 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 1621.34 ms [2021-05-29 17:26:09 main:581] : INFO : Epoch 1960 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 1623.16 ms [2021-05-29 17:26:11 main:581] : INFO : Epoch 1961 | loss: 0.0311599 | val_loss: 0.0311703 | Time: 1621.43 ms [2021-05-29 17:26:12 main:581] : INFO : Epoch 1962 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 1618.68 ms [2021-05-29 17:26:14 main:581] : INFO : Epoch 1963 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 1619.04 ms [2021-05-29 17:26:15 main:581] : INFO : Epoch 1964 | loss: 0.0311606 | val_loss: 0.031173 | Time: 1617.49 ms [2021-05-29 17:26:17 main:581] : INFO : Epoch 1965 | loss: 0.0311606 | val_loss: 0.0311705 | Time: 1616.43 ms [2021-05-29 17:26:19 main:581] : INFO : Epoch 1966 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 1620.43 ms [2021-05-29 17:26:20 main:581] : INFO : Epoch 1967 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 1618.9 ms [2021-05-29 17:26:22 main:581] : INFO : Epoch 1968 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 1618.7 ms [2021-05-29 17:26:24 main:581] : INFO : Epoch 1969 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 1612.64 ms [2021-05-29 17:26:25 main:581] : INFO : Epoch 1970 | loss: 0.0311639 | val_loss: 0.0311716 | Time: 1614.49 ms [2021-05-29 17:26:27 main:581] : INFO : Epoch 1971 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 1620.31 ms [2021-05-29 17:26:28 main:581] : INFO : Epoch 1972 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 1616.77 ms [2021-05-29 17:26:30 main:581] : INFO : Epoch 1973 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1622.03 ms [2021-05-29 17:26:32 main:581] : INFO : Epoch 1974 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 1618.81 ms [2021-05-29 17:26:33 main:581] : INFO : Epoch 1975 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 1619.64 ms [2021-05-29 17:26:35 main:581] : INFO : Epoch 1976 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 1621.88 ms [2021-05-29 17:26:37 main:581] : INFO : Epoch 1977 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 1623.22 ms [2021-05-29 17:26:38 main:581] : INFO : Epoch 1978 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 1617.9 ms [2021-05-29 17:26:40 main:581] : INFO : Epoch 1979 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 1616.68 ms [2021-05-29 17:26:41 main:581] : INFO : Epoch 1980 | loss: 0.0311633 | val_loss: 0.0311701 | Time: 1619.36 ms [2021-05-29 17:26:43 main:581] : INFO : Epoch 1981 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 1617.72 ms [2021-05-29 17:26:45 main:581] : INFO : Epoch 1982 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 1621.15 ms [2021-05-29 17:26:46 main:581] : INFO : Epoch 1983 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1619.33 ms [2021-05-29 17:26:48 main:581] : INFO : Epoch 1984 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 1621.83 ms [2021-05-29 17:26:49 main:581] : INFO : Epoch 1985 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 1617.82 ms [2021-05-29 17:26:51 main:581] : INFO : Epoch 1986 | loss: 0.0311627 | val_loss: 0.031172 | Time: 1621.14 ms [2021-05-29 17:26:53 main:581] : INFO : Epoch 1987 | loss: 0.0311629 | val_loss: 0.0311748 | Time: 1621.12 ms [2021-05-29 17:26:54 main:581] : INFO : Epoch 1988 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 1621.92 ms [2021-05-29 17:26:56 main:581] : INFO : Epoch 1989 | loss: 0.0311636 | val_loss: 0.0311707 | Time: 1618.85 ms [2021-05-29 17:26:58 main:581] : INFO : Epoch 1990 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 1617.59 ms [2021-05-29 17:26:59 main:581] : INFO : Epoch 1991 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 1620.42 ms [2021-05-29 17:27:01 main:581] : INFO : Epoch 1992 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 1634.34 ms [2021-05-29 17:27:02 main:581] : INFO : Epoch 1993 | loss: 0.031164 | val_loss: 0.0311721 | Time: 1618.5 ms [2021-05-29 17:27:04 main:581] : INFO : Epoch 1994 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 1621.2 ms [2021-05-29 17:27:06 main:581] : INFO : Epoch 1995 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 1618.3 ms [2021-05-29 17:27:07 main:581] : INFO : Epoch 1996 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 1621.02 ms [2021-05-29 17:27:09 main:581] : INFO : Epoch 1997 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 1621.42 ms [2021-05-29 17:27:11 main:581] : INFO : Epoch 1998 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 1621.73 ms [2021-05-29 17:27:12 main:581] : INFO : Epoch 1999 | loss: 0.031162 | val_loss: 0.0311691 | Time: 1619.96 ms [2021-05-29 17:27:14 main:581] : INFO : Epoch 2000 | loss: 0.0311611 | val_loss: 0.031169 | Time: 1619.64 ms [2021-05-29 17:27:15 main:581] : INFO : Epoch 2001 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 1618.99 ms [2021-05-29 17:27:17 main:581] : INFO : Epoch 2002 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 1620.55 ms [2021-05-29 17:27:19 main:581] : INFO : Epoch 2003 | loss: 0.031165 | val_loss: 0.0311735 | Time: 1622.05 ms [2021-05-29 17:27:20 main:581] : INFO : Epoch 2004 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 1619.69 ms [2021-05-29 17:27:22 main:581] : INFO : Epoch 2005 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 1621.41 ms [2021-05-29 17:27:24 main:581] : INFO : Epoch 2006 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 1622.31 ms [2021-05-29 17:27:25 main:581] : INFO : Epoch 2007 | loss: 0.0311615 | val_loss: 0.0311719 | Time: 1626.16 ms [2021-05-29 17:27:27 main:581] : INFO : Epoch 2008 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1631.25 ms [2021-05-29 17:27:28 main:581] : INFO : Epoch 2009 | loss: 0.0311605 | val_loss: 0.0311695 | Time: 1625.55 ms [2021-05-29 17:27:30 main:581] : INFO : Epoch 2010 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 1627.82 ms [2021-05-29 17:27:32 main:581] : INFO : Epoch 2011 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 1630.96 ms [2021-05-29 17:27:33 main:581] : INFO : Epoch 2012 | loss: 0.0311603 | val_loss: 0.0311708 | Time: 1629.06 ms [2021-05-29 17:27:35 main:581] : INFO : Epoch 2013 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 1628.56 ms [2021-05-29 17:27:37 main:581] : INFO : Epoch 2014 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 1629.11 ms [2021-05-29 17:27:38 main:581] : INFO : Epoch 2015 | loss: 0.0311607 | val_loss: 0.0311713 | Time: 1630.01 ms [2021-05-29 17:27:40 main:581] : INFO : Epoch 2016 | loss: 0.0311602 | val_loss: 0.0311796 | Time: 1627.26 ms [2021-05-29 17:27:41 main:581] : INFO : Epoch 2017 | loss: 0.031166 | val_loss: 0.0311736 | Time: 1627.38 ms [2021-05-29 17:27:43 main:581] : INFO : Epoch 2018 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 1628.27 ms [2021-05-29 17:27:45 main:581] : INFO : Epoch 2019 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 1629.04 ms [2021-05-29 17:27:46 main:581] : INFO : Epoch 2020 | loss: 0.031165 | val_loss: 0.0311704 | Time: 1626.96 ms [2021-05-29 17:27:48 main:581] : INFO : Epoch 2021 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 1629.64 ms [2021-05-29 17:27:50 main:581] : INFO : Epoch 2022 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1630.97 ms [2021-05-29 17:27:51 main:581] : INFO : Epoch 2023 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 1632.78 ms [2021-05-29 17:27:53 main:581] : INFO : Epoch 2024 | loss: 0.031163 | val_loss: 0.0311695 | Time: 1632.09 ms [2021-05-29 17:27:54 main:581] : INFO : Epoch 2025 | loss: 0.031161 | val_loss: 0.0311718 | Time: 1630.77 ms [2021-05-29 17:27:56 main:581] : INFO : Epoch 2026 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 1617.22 ms [2021-05-29 17:27:58 main:581] : INFO : Epoch 2027 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 1615.19 ms [2021-05-29 17:27:59 main:581] : INFO : Epoch 2028 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 1617.32 ms [2021-05-29 17:28:01 main:581] : INFO : Epoch 2029 | loss: 0.0311615 | val_loss: 0.0311692 | Time: 1630.18 ms [2021-05-29 17:28:03 main:581] : INFO : Epoch 2030 | loss: 0.0311626 | val_loss: 0.0311693 | Time: 1603.03 ms [2021-05-29 17:28:04 main:581] : INFO : Epoch 2031 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 1609.21 ms [2021-05-29 17:28:06 main:581] : INFO : Epoch 2032 | loss: 0.0311607 | val_loss: 0.0311689 | Time: 1617.76 ms [2021-05-29 17:28:07 main:581] : INFO : Epoch 2033 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 1607.72 ms [2021-05-29 17:28:09 main:581] : INFO : Epoch 2034 | loss: 0.0311643 | val_loss: 0.0311702 | Time: 1613.81 ms [2021-05-29 17:28:11 main:581] : INFO : Epoch 2035 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 1618.75 ms [2021-05-29 17:28:12 main:581] : INFO : Epoch 2036 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 1599.57 ms [2021-05-29 17:28:14 main:581] : INFO : Epoch 2037 | loss: 0.0311617 | val_loss: 0.0311742 | Time: 1590.66 ms [2021-05-29 17:28:15 main:581] : INFO : Epoch 2038 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 1597.64 ms [2021-05-29 17:28:17 main:581] : INFO : Epoch 2039 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 1598.7 ms [2021-05-29 17:28:19 main:581] : INFO : Epoch 2040 | loss: 0.0311608 | val_loss: 0.0311698 | Time: 1597.02 ms [2021-05-29 17:28:20 main:581] : INFO : Epoch 2041 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 1595.67 ms [2021-05-29 17:28:22 main:581] : INFO : Epoch 2042 | loss: 0.0311596 | val_loss: 0.03117 | Time: 1599.6 ms [2021-05-29 17:28:23 main:581] : INFO : Epoch 2043 | loss: 0.0311619 | val_loss: 0.031171 | Time: 1600.7 ms [2021-05-29 17:28:25 main:581] : INFO : Epoch 2044 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 1593.27 ms [2021-05-29 17:28:27 main:581] : INFO : Epoch 2045 | loss: 0.0311612 | val_loss: 0.0311729 | Time: 1593.06 ms [2021-05-29 17:28:28 main:581] : INFO : Epoch 2046 | loss: 0.031163 | val_loss: 0.0311736 | Time: 1597.27 ms [2021-05-29 17:28:30 main:581] : INFO : Epoch 2047 | loss: 0.0311661 | val_loss: 0.0311756 | Time: 1598.5 ms [2021-05-29 17:28:31 main:581] : INFO : Epoch 2048 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 1596.39 ms [2021-05-29 17:28:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311714 [2021-05-29 17:28:31 main:610] : INFO : Saving end state to config to file [2021-05-29 17:28:31 main:615] : INFO : Success, exiting.. 17:28:31 (3809729): 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)