Task 5228977
| Name | ParityModified-1619233338-18511-3_0 |
| Workunit | 3147123 |
| Created | 25 May 2021, 0:17:33 UTC |
| Sent | 28 May 2021, 21:42:44 UTC |
| Report deadline | 4 Jun 2021, 21:42:44 UTC |
| Received | 29 May 2021, 3:52:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 7 min 3 sec |
| CPU time | 5 hours 39 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-05-29 04:19:36 main:574] : INFO : Epoch 1542 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 10193.4 ms [2021-05-29 04:19:47 main:574] : INFO : Epoch 1543 | loss: 0.031181 | val_loss: 0.0311834 | Time: 10516.9 ms [2021-05-29 04:19:58 main:574] : INFO : Epoch 1544 | loss: 0.0311829 | val_loss: 0.0311875 | Time: 10635.1 ms [2021-05-29 04:20:09 main:574] : INFO : Epoch 1545 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 11148.1 ms [2021-05-29 04:20:19 main:574] : INFO : Epoch 1546 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 10674.9 ms [2021-05-29 04:20:30 main:574] : INFO : Epoch 1547 | loss: 0.0311785 | val_loss: 0.03118 | Time: 10685.9 ms [2021-05-29 04:20:41 main:574] : INFO : Epoch 1548 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 11088.6 ms [2021-05-29 04:20:53 main:574] : INFO : Epoch 1549 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 11614.1 ms [2021-05-29 04:21:04 main:574] : INFO : Epoch 1550 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 11002 ms [2021-05-29 04:21:15 main:574] : INFO : Epoch 1551 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 11012.9 ms [2021-05-29 04:21:26 main:574] : INFO : Epoch 1552 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 11211 ms [2021-05-29 04:21:38 main:574] : INFO : Epoch 1553 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 11036.6 ms [2021-05-29 04:21:49 main:574] : INFO : Epoch 1554 | loss: 0.031178 | val_loss: 0.0311796 | Time: 11141.7 ms [2021-05-29 04:22:00 main:574] : INFO : Epoch 1555 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 10761.1 ms [2021-05-29 04:22:11 main:574] : INFO : Epoch 1556 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 11013 ms [2021-05-29 04:22:22 main:574] : INFO : Epoch 1557 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 10972.1 ms [2021-05-29 04:22:33 main:574] : INFO : Epoch 1558 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 11423.6 ms [2021-05-29 04:22:44 main:574] : INFO : Epoch 1559 | loss: 0.0311817 | val_loss: 0.0311863 | Time: 10356.6 ms [2021-05-29 04:22:55 main:574] : INFO : Epoch 1560 | loss: 0.0311798 | val_loss: 0.0311802 | Time: 10924.1 ms [2021-05-29 04:23:05 main:574] : INFO : Epoch 1561 | loss: 0.0311796 | val_loss: 0.0311787 | Time: 10106.6 ms [2021-05-29 04:23:17 main:574] : INFO : Epoch 1562 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 11652.1 ms [2021-05-29 04:23:28 main:574] : INFO : Epoch 1563 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 11523 ms [2021-05-29 04:23:38 main:574] : INFO : Epoch 1564 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 10285 ms [2021-05-29 04:23:50 main:574] : INFO : Epoch 1565 | loss: 0.031178 | val_loss: 0.0311786 | Time: 11251.3 ms [2021-05-29 04:24:01 main:574] : INFO : Epoch 1566 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 11123.5 ms [2021-05-29 04:24:12 main:574] : INFO : Epoch 1567 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 10778.7 ms [2021-05-29 04:24:22 main:574] : INFO : Epoch 1568 | loss: 0.0311773 | val_loss: 0.0311846 | Time: 10147.7 ms [2021-05-29 04:24:35 main:574] : INFO : Epoch 1569 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 12492 ms [2021-05-29 04:24:45 main:574] : INFO : Epoch 1570 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 10115.3 ms [2021-05-29 04:24:54 main:574] : INFO : Epoch 1571 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 9620.2 ms [2021-05-29 04:25:05 main:574] : INFO : Epoch 1572 | loss: 0.0311817 | val_loss: 0.0311824 | Time: 10244 ms [2021-05-29 04:25:16 main:574] : INFO : Epoch 1573 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 10946.2 ms [2021-05-29 04:25:26 main:574] : INFO : Epoch 1574 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 10509.2 ms [2021-05-29 04:25:37 main:574] : INFO : Epoch 1575 | loss: 0.031177 | val_loss: 0.031179 | Time: 11153.4 ms [2021-05-29 04:25:48 main:574] : INFO : Epoch 1576 | loss: 0.0311764 | val_loss: 0.0311782 | Time: 10458.6 ms [2021-05-29 04:25:59 main:574] : INFO : Epoch 1577 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 10821.6 ms [2021-05-29 04:26:09 main:574] : INFO : Epoch 1578 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 10519.4 ms [2021-05-29 04:26:20 main:574] : INFO : Epoch 1579 | loss: 0.0311742 | val_loss: 0.031181 | Time: 10329.6 ms [2021-05-29 04:26:31 main:574] : INFO : Epoch 1580 | loss: 0.0311772 | val_loss: 0.0311878 | Time: 11255.3 ms [2021-05-29 04:26:42 main:574] : INFO : Epoch 1581 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 10317.5 ms [2021-05-29 04:26:53 main:574] : INFO : Epoch 1582 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 11065.1 ms [2021-05-29 04:27:03 main:574] : INFO : Epoch 1583 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 10129.3 ms [2021-05-29 04:27:14 main:574] : INFO : Epoch 1584 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 10914.3 ms [2021-05-29 04:27:25 main:574] : INFO : Epoch 1585 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 11269.8 ms [2021-05-29 04:27:36 main:574] : INFO : Epoch 1586 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 11016.8 ms [2021-05-29 04:27:48 main:574] : INFO : Epoch 1587 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 11515.3 ms [2021-05-29 04:27:59 main:574] : INFO : Epoch 1588 | loss: 0.0311726 | val_loss: 0.0311799 | Time: 10692.9 ms [2021-05-29 04:28:10 main:574] : INFO : Epoch 1589 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 11431.5 ms [2021-05-29 04:28:21 main:574] : INFO : Epoch 1590 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 10567.3 ms [2021-05-29 04:28:32 main:574] : INFO : Epoch 1591 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 10889.9 ms [2021-05-29 04:28:43 main:574] : INFO : Epoch 1592 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 10852.5 ms [2021-05-29 04:28:54 main:574] : INFO : Epoch 1593 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 10902.3 ms [2021-05-29 04:29:05 main:574] : INFO : Epoch 1594 | loss: 0.0311746 | val_loss: 0.031177 | Time: 11075 ms [2021-05-29 04:29:16 main:574] : INFO : Epoch 1595 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 11009.5 ms [2021-05-29 04:29:27 main:574] : INFO : Epoch 1596 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 11453.2 ms [2021-05-29 04:29:38 main:574] : INFO : Epoch 1597 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 11065.1 ms [2021-05-29 04:29:49 main:574] : INFO : Epoch 1598 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 10768 ms [2021-05-29 04:30:00 main:574] : INFO : Epoch 1599 | loss: 0.0311731 | val_loss: 0.031178 | Time: 10777.8 ms [2021-05-29 04:30:11 main:574] : INFO : Epoch 1600 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 10979.1 ms [2021-05-29 04:30:23 main:574] : INFO : Epoch 1601 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 11736 ms [2021-05-29 04:30:34 main:574] : INFO : Epoch 1602 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 10745.7 ms [2021-05-29 04:30:44 main:574] : INFO : Epoch 1603 | loss: 0.0311739 | val_loss: 0.0311783 | Time: 10315.9 ms [2021-05-29 04:30:55 main:574] : INFO : Epoch 1604 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 10952.4 ms [2021-05-29 04:31:06 main:574] : INFO : Epoch 1605 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 10984.5 ms [2021-05-29 04:31:17 main:574] : INFO : Epoch 1606 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 10693.1 ms [2021-05-29 04:31:28 main:574] : INFO : Epoch 1607 | loss: 0.0311747 | val_loss: 0.0311775 | Time: 11127.4 ms [2021-05-29 04:31:39 main:574] : INFO : Epoch 1608 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 10609 ms [2021-05-29 04:31:50 main:574] : INFO : Epoch 1609 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 11451.6 ms [2021-05-29 04:32:01 main:574] : INFO : Epoch 1610 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 10513.9 ms [2021-05-29 04:32:11 main:574] : INFO : Epoch 1611 | loss: 0.031172 | val_loss: 0.0311786 | Time: 9913.67 ms [2021-05-29 04:32:22 main:574] : INFO : Epoch 1612 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 10728.4 ms [2021-05-29 04:32:33 main:574] : INFO : Epoch 1613 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 10885.1 ms [2021-05-29 04:32:44 main:574] : INFO : Epoch 1614 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 10936.5 ms [2021-05-29 04:32:55 main:574] : INFO : Epoch 1615 | loss: 0.031173 | val_loss: 0.031186 | Time: 10674.4 ms [2021-05-29 04:33:06 main:574] : INFO : Epoch 1616 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 10979.3 ms [2021-05-29 04:33:17 main:574] : INFO : Epoch 1617 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 11462.7 ms [2021-05-29 04:33:27 main:574] : INFO : Epoch 1618 | loss: 0.031171 | val_loss: 0.0311775 | Time: 9719.66 ms [2021-05-29 04:33:38 main:574] : INFO : Epoch 1619 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 10979.2 ms [2021-05-29 04:33:49 main:574] : INFO : Epoch 1620 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 11244.5 ms [2021-05-29 04:34:01 main:574] : INFO : Epoch 1621 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 11346.2 ms [2021-05-29 04:34:11 main:574] : INFO : Epoch 1622 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 10231.1 ms [2021-05-29 04:34:22 main:574] : INFO : Epoch 1623 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 11407.3 ms [2021-05-29 04:34:33 main:574] : INFO : Epoch 1624 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 10711.2 ms [2021-05-29 04:34:45 main:574] : INFO : Epoch 1625 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 11323.7 ms [2021-05-29 04:34:55 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311797 | Time: 10904.3 ms [2021-05-29 04:35:06 main:574] : INFO : Epoch 1627 | loss: 0.0311763 | val_loss: 0.0311785 | Time: 10836.6 ms [2021-05-29 04:35:17 main:574] : INFO : Epoch 1628 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 10198.3 ms [2021-05-29 04:35:27 main:574] : INFO : Epoch 1629 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 9929.54 ms [2021-05-29 04:35:37 main:574] : INFO : Epoch 1630 | loss: 0.031175 | val_loss: 0.03118 | Time: 10655.7 ms [2021-05-29 04:35:48 main:574] : INFO : Epoch 1631 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 10644.9 ms [2021-05-29 04:35:59 main:574] : INFO : Epoch 1632 | loss: 0.0311727 | val_loss: 0.031178 | Time: 11089.7 ms [2021-05-29 04:36:10 main:574] : INFO : Epoch 1633 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 10496.6 ms [2021-05-29 04:36:21 main:574] : INFO : Epoch 1634 | loss: 0.031173 | val_loss: 0.0311798 | Time: 11051.3 ms [2021-05-29 04:36:32 main:574] : INFO : Epoch 1635 | loss: 0.0311727 | val_loss: 0.031179 | Time: 10795.6 ms [2021-05-29 04:36:43 main:574] : INFO : Epoch 1636 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 11332.6 ms [2021-05-29 04:36:54 main:574] : INFO : Epoch 1637 | loss: 0.0311721 | val_loss: 0.0311859 | Time: 11289.2 ms [2021-05-29 04:37:06 main:574] : INFO : Epoch 1638 | loss: 0.0311725 | val_loss: 0.031179 | Time: 11416.7 ms [2021-05-29 04:37:16 main:574] : INFO : Epoch 1639 | loss: 0.0311737 | val_loss: 0.0311844 | Time: 10227.6 ms [2021-05-29 04:37:27 main:574] : INFO : Epoch 1640 | loss: 0.0311722 | val_loss: 0.031181 | Time: 10842.6 ms [2021-05-29 04:37:38 main:574] : INFO : Epoch 1641 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 10664.8 ms [2021-05-29 04:37:49 main:574] : INFO : Epoch 1642 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 11127.5 ms [2021-05-29 04:37:59 main:574] : INFO : Epoch 1643 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 10264.1 ms [2021-05-29 04:38:10 main:574] : INFO : Epoch 1644 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 10618.1 ms [2021-05-29 04:38:20 main:574] : INFO : Epoch 1645 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 10471.4 ms [2021-05-29 04:38:32 main:574] : INFO : Epoch 1646 | loss: 0.0311682 | val_loss: 0.0311757 | Time: 11096.8 ms [2021-05-29 04:38:42 main:574] : INFO : Epoch 1647 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 10830.2 ms [2021-05-29 04:38:53 main:574] : INFO : Epoch 1648 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 10668.7 ms [2021-05-29 04:39:04 main:574] : INFO : Epoch 1649 | loss: 0.0311691 | val_loss: 0.0311775 | Time: 10488.6 ms [2021-05-29 04:39:15 main:574] : INFO : Epoch 1650 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 11644.2 ms [2021-05-29 04:39:26 main:574] : INFO : Epoch 1651 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 10757.7 ms [2021-05-29 04:39:37 main:574] : INFO : Epoch 1652 | loss: 0.03117 | val_loss: 0.0311773 | Time: 10844.4 ms [2021-05-29 04:39:48 main:574] : INFO : Epoch 1653 | loss: 0.0311685 | val_loss: 0.031177 | Time: 10721.9 ms [2021-05-29 04:39:58 main:574] : INFO : Epoch 1654 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 10622.3 ms [2021-05-29 04:40:10 main:574] : INFO : Epoch 1655 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 11079.8 ms [2021-05-29 04:40:21 main:574] : INFO : Epoch 1656 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 11202.5 ms [2021-05-29 04:40:32 main:574] : INFO : Epoch 1657 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 11159.7 ms [2021-05-29 04:40:43 main:574] : INFO : Epoch 1658 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 11018 ms [2021-05-29 04:40:54 main:574] : INFO : Epoch 1659 | loss: 0.031169 | val_loss: 0.0311765 | Time: 10623.1 ms [2021-05-29 04:41:05 main:574] : INFO : Epoch 1660 | loss: 0.0311701 | val_loss: 0.03118 | Time: 11011.1 ms [2021-05-29 04:41:15 main:574] : INFO : Epoch 1661 | loss: 0.0311715 | val_loss: 0.031176 | Time: 10056.2 ms [2021-05-29 04:41:27 main:574] : INFO : Epoch 1662 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 11587.9 ms [2021-05-29 04:41:37 main:574] : INFO : Epoch 1663 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 10612.8 ms [2021-05-29 04:41:48 main:574] : INFO : Epoch 1664 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 10720.5 ms [2021-05-29 04:41:59 main:574] : INFO : Epoch 1665 | loss: 0.0311726 | val_loss: 0.0311817 | Time: 10587.8 ms [2021-05-29 04:42:10 main:574] : INFO : Epoch 1666 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 11285 ms [2021-05-29 04:42:21 main:574] : INFO : Epoch 1667 | loss: 0.0311739 | val_loss: 0.031183 | Time: 10848.5 ms [2021-05-29 04:42:32 main:574] : INFO : Epoch 1668 | loss: 0.0311746 | val_loss: 0.0311844 | Time: 11226.5 ms [2021-05-29 04:42:43 main:574] : INFO : Epoch 1669 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 11056.3 ms [2021-05-29 04:42:54 main:574] : INFO : Epoch 1670 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 10437.8 ms [2021-05-29 04:43:05 main:574] : INFO : Epoch 1671 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 10904.6 ms [2021-05-29 04:43:16 main:574] : INFO : Epoch 1672 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 11222.8 ms [2021-05-29 04:43:27 main:574] : INFO : Epoch 1673 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 10756.8 ms [2021-05-29 04:43:38 main:574] : INFO : Epoch 1674 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 10706.5 ms [2021-05-29 04:43:48 main:574] : INFO : Epoch 1675 | loss: 0.0311696 | val_loss: 0.0311763 | Time: 10550.8 ms [2021-05-29 04:43:59 main:574] : INFO : Epoch 1676 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 10922.7 ms [2021-05-29 04:44:10 main:574] : INFO : Epoch 1677 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 10871.4 ms [2021-05-29 04:44:21 main:574] : INFO : Epoch 1678 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 10735.2 ms [2021-05-29 04:44:32 main:574] : INFO : Epoch 1679 | loss: 0.031171 | val_loss: 0.0311779 | Time: 11166.6 ms [2021-05-29 04:44:43 main:574] : INFO : Epoch 1680 | loss: 0.0311712 | val_loss: 0.0311819 | Time: 10778.7 ms [2021-05-29 04:44:53 main:574] : INFO : Epoch 1681 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 10452.3 ms [2021-05-29 04:45:04 main:574] : INFO : Epoch 1682 | loss: 0.0311717 | val_loss: 0.0311786 | Time: 10685.6 ms [2021-05-29 04:45:15 main:574] : INFO : Epoch 1683 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 11124.5 ms [2021-05-29 04:45:26 main:574] : INFO : Epoch 1684 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 10620.7 ms [2021-05-29 04:45:37 main:574] : INFO : Epoch 1685 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 10534.8 ms [2021-05-29 04:45:48 main:574] : INFO : Epoch 1686 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 11074.1 ms [2021-05-29 04:45:59 main:574] : INFO : Epoch 1687 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 11188.6 ms [2021-05-29 04:46:10 main:574] : INFO : Epoch 1688 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 10694.5 ms [2021-05-29 04:46:21 main:574] : INFO : Epoch 1689 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 10917.6 ms [2021-05-29 04:46:32 main:574] : INFO : Epoch 1690 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 10986.4 ms [2021-05-29 04:46:43 main:574] : INFO : Epoch 1691 | loss: 0.031169 | val_loss: 0.0311809 | Time: 10779.9 ms [2021-05-29 04:46:54 main:574] : INFO : Epoch 1692 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 11532 ms [2021-05-29 04:47:05 main:574] : INFO : Epoch 1693 | loss: 0.031173 | val_loss: 0.0311832 | Time: 10995.3 ms [2021-05-29 04:47:17 main:574] : INFO : Epoch 1694 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 11434.8 ms [2021-05-29 04:47:28 main:574] : INFO : Epoch 1695 | loss: 0.031175 | val_loss: 0.0311751 | Time: 11093.5 ms [2021-05-29 04:47:39 main:574] : INFO : Epoch 1696 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 10977 ms [2021-05-29 04:47:50 main:574] : INFO : Epoch 1697 | loss: 0.031172 | val_loss: 0.0311751 | Time: 11164.5 ms [2021-05-29 04:48:01 main:574] : INFO : Epoch 1698 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 10765.8 ms [2021-05-29 04:48:13 main:574] : INFO : Epoch 1699 | loss: 0.031171 | val_loss: 0.0311771 | Time: 12087.4 ms [2021-05-29 04:48:25 main:574] : INFO : Epoch 1700 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 11280 ms [2021-05-29 04:48:36 main:574] : INFO : Epoch 1701 | loss: 0.031171 | val_loss: 0.0311735 | Time: 11635.2 ms [2021-05-29 04:48:48 main:574] : INFO : Epoch 1702 | loss: 0.0311693 | val_loss: 0.031177 | Time: 11676.1 ms [2021-05-29 04:48:59 main:574] : INFO : Epoch 1703 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 11027.5 ms [2021-05-29 04:49:10 main:574] : INFO : Epoch 1704 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 10973.9 ms [2021-05-29 04:49:21 main:574] : INFO : Epoch 1705 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 10813.5 ms [2021-05-29 04:49:30 main:574] : INFO : Epoch 1706 | loss: 0.0311688 | val_loss: 0.0311758 | Time: 9153.21 ms [2021-05-29 04:49:42 main:574] : INFO : Epoch 1707 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 11385 ms [2021-05-29 04:49:52 main:574] : INFO : Epoch 1708 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 10695.3 ms [2021-05-29 04:50:03 main:574] : INFO : Epoch 1709 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 10937.1 ms [2021-05-29 04:50:14 main:574] : INFO : Epoch 1710 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 10892.4 ms [2021-05-29 04:50:25 main:574] : INFO : Epoch 1711 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 11057.1 ms [2021-05-29 04:50:35 main:574] : INFO : Epoch 1712 | loss: 0.0311657 | val_loss: 0.0311729 | Time: 9647.55 ms [2021-05-29 04:50:46 main:574] : INFO : Epoch 1713 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 10596.3 ms [2021-05-29 04:50:56 main:574] : INFO : Epoch 1714 | loss: 0.031167 | val_loss: 0.0311778 | Time: 10461.7 ms [2021-05-29 04:51:07 main:574] : INFO : Epoch 1715 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 10818.5 ms [2021-05-29 04:51:18 main:574] : INFO : Epoch 1716 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 11053.4 ms [2021-05-29 04:51:29 main:574] : INFO : Epoch 1717 | loss: 0.0311639 | val_loss: 0.031173 | Time: 10205.6 ms [2021-05-29 04:51:40 main:574] : INFO : Epoch 1718 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 10950.4 ms [2021-05-29 04:51:51 main:574] : INFO : Epoch 1719 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 11100.6 ms [2021-05-29 04:52:02 main:574] : INFO : Epoch 1720 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 10856.7 ms [2021-05-29 04:52:13 main:574] : INFO : Epoch 1721 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 11578.2 ms [2021-05-29 04:52:24 main:574] : INFO : Epoch 1722 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 10813.4 ms [2021-05-29 04:52:36 main:574] : INFO : Epoch 1723 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 11206.5 ms [2021-05-29 04:52:46 main:574] : INFO : Epoch 1724 | loss: 0.0311664 | val_loss: 0.0311834 | Time: 10158.9 ms [2021-05-29 04:52:57 main:574] : INFO : Epoch 1725 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 11126 ms [2021-05-29 04:53:08 main:574] : INFO : Epoch 1726 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 10990.2 ms [2021-05-29 04:53:20 main:574] : INFO : Epoch 1727 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 11510.5 ms [2021-05-29 04:53:30 main:574] : INFO : Epoch 1728 | loss: 0.031171 | val_loss: 0.0311785 | Time: 10434.3 ms [2021-05-29 04:53:40 main:574] : INFO : Epoch 1729 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 10355.4 ms [2021-05-29 04:53:52 main:574] : INFO : Epoch 1730 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 11357.6 ms [2021-05-29 04:54:02 main:574] : INFO : Epoch 1731 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 10121.3 ms [2021-05-29 04:54:13 main:574] : INFO : Epoch 1732 | loss: 0.0311661 | val_loss: 0.031175 | Time: 11330.6 ms [2021-05-29 04:54:23 main:574] : INFO : Epoch 1733 | loss: 0.0311671 | val_loss: 0.031173 | Time: 9824.17 ms [2021-05-29 04:54:35 main:574] : INFO : Epoch 1734 | loss: 0.0311661 | val_loss: 0.031174 | Time: 11234.6 ms [2021-05-29 04:54:45 main:574] : INFO : Epoch 1735 | loss: 0.0311663 | val_loss: 0.0311777 | Time: 10613 ms [2021-05-29 04:54:56 main:574] : INFO : Epoch 1736 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 10769.6 ms [2021-05-29 04:55:07 main:574] : INFO : Epoch 1737 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 10928.6 ms [2021-05-29 04:55:17 main:574] : INFO : Epoch 1738 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 10174.3 ms [2021-05-29 04:55:29 main:574] : INFO : Epoch 1739 | loss: 0.031165 | val_loss: 0.0311737 | Time: 11104.8 ms [2021-05-29 04:55:39 main:574] : INFO : Epoch 1740 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 10088.8 ms [2021-05-29 04:55:49 main:574] : INFO : Epoch 1741 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 10259.9 ms [2021-05-29 04:56:00 main:574] : INFO : Epoch 1742 | loss: 0.0311632 | val_loss: 0.0311753 | Time: 10626.4 ms [2021-05-29 04:56:10 main:574] : INFO : Epoch 1743 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 10664.7 ms [2021-05-29 04:56:21 main:574] : INFO : Epoch 1744 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 10246.3 ms [2021-05-29 04:56:31 main:574] : INFO : Epoch 1745 | loss: 0.0311636 | val_loss: 0.0311792 | Time: 10292 ms [2021-05-29 04:56:43 main:574] : INFO : Epoch 1746 | loss: 0.0311648 | val_loss: 0.031173 | Time: 11736 ms [2021-05-29 04:56:54 main:574] : INFO : Epoch 1747 | loss: 0.0311637 | val_loss: 0.0311752 | Time: 11266.9 ms [2021-05-29 04:57:05 main:574] : INFO : Epoch 1748 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 11229.9 ms [2021-05-29 04:57:17 main:574] : INFO : Epoch 1749 | loss: 0.0311624 | val_loss: 0.0311743 | Time: 11128.2 ms [2021-05-29 04:57:28 main:574] : INFO : Epoch 1750 | loss: 0.031163 | val_loss: 0.0311761 | Time: 11329.9 ms [2021-05-29 04:57:39 main:574] : INFO : Epoch 1751 | loss: 0.0311638 | val_loss: 0.0311794 | Time: 11220.3 ms [2021-05-29 04:57:50 main:574] : INFO : Epoch 1752 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 10849.9 ms [2021-05-29 04:58:01 main:574] : INFO : Epoch 1753 | loss: 0.0311656 | val_loss: 0.0311738 | Time: 10965.8 ms [2021-05-29 04:58:12 main:574] : INFO : Epoch 1754 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 11064.7 ms [2021-05-29 04:58:23 main:574] : INFO : Epoch 1755 | loss: 0.0311695 | val_loss: 0.0311761 | Time: 10849.5 ms [2021-05-29 04:58:34 main:574] : INFO : Epoch 1756 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 11080.9 ms [2021-05-29 04:58:46 main:574] : INFO : Epoch 1757 | loss: 0.0311698 | val_loss: 0.0311871 | Time: 11371.7 ms [2021-05-29 04:58:57 main:574] : INFO : Epoch 1758 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 11413.6 ms [2021-05-29 04:59:09 main:574] : INFO : Epoch 1759 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 11435.3 ms [2021-05-29 04:59:19 main:574] : INFO : Epoch 1760 | loss: 0.0311754 | val_loss: 0.0311752 | Time: 10045.8 ms [2021-05-29 04:59:30 main:574] : INFO : Epoch 1761 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 11053.8 ms [2021-05-29 04:59:42 main:574] : INFO : Epoch 1762 | loss: 0.031168 | val_loss: 0.031177 | Time: 11338.7 ms [2021-05-29 04:59:52 main:574] : INFO : Epoch 1763 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 10484 ms [2021-05-29 05:00:03 main:574] : INFO : Epoch 1764 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 10815.4 ms [2021-05-29 05:00:14 main:574] : INFO : Epoch 1765 | loss: 0.0311694 | val_loss: 0.031174 | Time: 10616.2 ms [2021-05-29 05:00:25 main:574] : INFO : Epoch 1766 | loss: 0.031168 | val_loss: 0.0311734 | Time: 10713 ms [2021-05-29 05:00:36 main:574] : INFO : Epoch 1767 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 11036.4 ms [2021-05-29 05:00:47 main:574] : INFO : Epoch 1768 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 11099.5 ms [2021-05-29 05:00:58 main:574] : INFO : Epoch 1769 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 11249.1 ms [2021-05-29 05:01:10 main:574] : INFO : Epoch 1770 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 11439.5 ms [2021-05-29 05:01:20 main:574] : INFO : Epoch 1771 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 10441.7 ms [2021-05-29 05:01:31 main:574] : INFO : Epoch 1772 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 10495.6 ms [2021-05-29 05:01:41 main:574] : INFO : Epoch 1773 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 10437.9 ms [2021-05-29 05:01:52 main:574] : INFO : Epoch 1774 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 10932.5 ms [2021-05-29 05:02:03 main:574] : INFO : Epoch 1775 | loss: 0.031165 | val_loss: 0.0311714 | Time: 10491.1 ms [2021-05-29 05:02:14 main:574] : INFO : Epoch 1776 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 11033.9 ms [2021-05-29 05:02:25 main:574] : INFO : Epoch 1777 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 11425.8 ms [2021-05-29 05:02:37 main:574] : INFO : Epoch 1778 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 11333.5 ms [2021-05-29 05:02:48 main:574] : INFO : Epoch 1779 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 11014.9 ms [2021-05-29 05:02:58 main:574] : INFO : Epoch 1780 | loss: 0.031166 | val_loss: 0.0311719 | Time: 9809.68 ms [2021-05-29 05:03:09 main:574] : INFO : Epoch 1781 | loss: 0.0311634 | val_loss: 0.031172 | Time: 11416.7 ms [2021-05-29 05:03:20 main:574] : INFO : Epoch 1782 | loss: 0.031164 | val_loss: 0.0311735 | Time: 10785.1 ms [2021-05-29 05:03:30 main:574] : INFO : Epoch 1783 | loss: 0.0311646 | val_loss: 0.0311705 | Time: 10030.6 ms [2021-05-29 05:03:41 main:574] : INFO : Epoch 1784 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 11494.5 ms [2021-05-29 05:03:52 main:574] : INFO : Epoch 1785 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 10601.7 ms [2021-05-29 05:04:03 main:574] : INFO : Epoch 1786 | loss: 0.0311652 | val_loss: 0.0311785 | Time: 11131.1 ms [2021-05-29 05:04:14 main:574] : INFO : Epoch 1787 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 10726.7 ms [2021-05-29 05:04:25 main:574] : INFO : Epoch 1788 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 11012.2 ms [2021-05-29 05:04:36 main:574] : INFO : Epoch 1789 | loss: 0.0311633 | val_loss: 0.0311708 | Time: 10832.6 ms [2021-05-29 05:04:47 main:574] : INFO : Epoch 1790 | loss: 0.0311637 | val_loss: 0.031172 | Time: 10691.6 ms [2021-05-29 05:04:58 main:574] : INFO : Epoch 1791 | loss: 0.031165 | val_loss: 0.0311715 | Time: 11258.6 ms [2021-05-29 05:05:09 main:574] : INFO : Epoch 1792 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 10369.9 ms [2021-05-29 05:05:19 main:574] : INFO : Epoch 1793 | loss: 0.031165 | val_loss: 0.0311751 | Time: 10462.9 ms [2021-05-29 05:05:30 main:574] : INFO : Epoch 1794 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 11104.1 ms [2021-05-29 05:05:41 main:574] : INFO : Epoch 1795 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 11080.1 ms [2021-05-29 05:05:51 main:574] : INFO : Epoch 1796 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 9782.83 ms [2021-05-29 05:06:03 main:574] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 11830.1 ms [2021-05-29 05:06:14 main:574] : INFO : Epoch 1798 | loss: 0.0311647 | val_loss: 0.0311756 | Time: 10483.1 ms [2021-05-29 05:06:25 main:574] : INFO : Epoch 1799 | loss: 0.0311638 | val_loss: 0.0311756 | Time: 11681.9 ms [2021-05-29 05:06:36 main:574] : INFO : Epoch 1800 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 10251.7 ms [2021-05-29 05:06:46 main:574] : INFO : Epoch 1801 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 10542.3 ms [2021-05-29 05:06:58 main:574] : INFO : Epoch 1802 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 11363.5 ms [2021-05-29 05:07:09 main:574] : INFO : Epoch 1803 | loss: 0.031167 | val_loss: 0.0311742 | Time: 11727.6 ms [2021-05-29 05:07:20 main:574] : INFO : Epoch 1804 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 11005.3 ms [2021-05-29 05:07:32 main:574] : INFO : Epoch 1805 | loss: 0.0311649 | val_loss: 0.031172 | Time: 11329.8 ms [2021-05-29 05:07:43 main:574] : INFO : Epoch 1806 | loss: 0.0311654 | val_loss: 0.0311815 | Time: 10758.4 ms [2021-05-29 05:07:53 main:574] : INFO : Epoch 1807 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 10826.4 ms [2021-05-29 05:08:05 main:574] : INFO : Epoch 1808 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 11180.1 ms [2021-05-29 05:08:16 main:574] : INFO : Epoch 1809 | loss: 0.0311659 | val_loss: 0.0311823 | Time: 10963.9 ms [2021-05-29 05:08:26 main:574] : INFO : Epoch 1810 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 10578.8 ms [2021-05-29 05:08:37 main:574] : INFO : Epoch 1811 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 10399.4 ms [2021-05-29 05:08:48 main:574] : INFO : Epoch 1812 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 11023.3 ms [2021-05-29 05:08:58 main:574] : INFO : Epoch 1813 | loss: 0.0311645 | val_loss: 0.0311787 | Time: 10387.7 ms [2021-05-29 05:09:10 main:574] : INFO : Epoch 1814 | loss: 0.0311659 | val_loss: 0.0311827 | Time: 11394.4 ms [2021-05-29 05:09:21 main:574] : INFO : Epoch 1815 | loss: 0.03117 | val_loss: 0.0311767 | Time: 10828.6 ms [2021-05-29 05:09:31 main:574] : INFO : Epoch 1816 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 9944.16 ms [2021-05-29 05:09:41 main:574] : INFO : Epoch 1817 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 10493.7 ms [2021-05-29 05:09:52 main:574] : INFO : Epoch 1818 | loss: 0.0311681 | val_loss: 0.0311817 | Time: 10533.4 ms [2021-05-29 05:10:02 main:574] : INFO : Epoch 1819 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 10586.7 ms [2021-05-29 05:10:13 main:574] : INFO : Epoch 1820 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 10106.3 ms [2021-05-29 05:10:23 main:574] : INFO : Epoch 1821 | loss: 0.0311656 | val_loss: 0.031176 | Time: 10079.7 ms [2021-05-29 05:10:34 main:574] : INFO : Epoch 1822 | loss: 0.0311682 | val_loss: 0.0311766 | Time: 10881 ms [2021-05-29 05:10:45 main:574] : INFO : Epoch 1823 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 11824.1 ms [2021-05-29 05:10:56 main:574] : INFO : Epoch 1824 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 10839.7 ms [2021-05-29 05:11:07 main:574] : INFO : Epoch 1825 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 10348 ms [2021-05-29 05:11:18 main:574] : INFO : Epoch 1826 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 10947.7 ms [2021-05-29 05:11:29 main:574] : INFO : Epoch 1827 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 10677.4 ms [2021-05-29 05:11:40 main:574] : INFO : Epoch 1828 | loss: 0.0311669 | val_loss: 0.031175 | Time: 11247.6 ms [2021-05-29 05:11:51 main:574] : INFO : Epoch 1829 | loss: 0.0311672 | val_loss: 0.0311742 | Time: 11245 ms [2021-05-29 05:12:03 main:574] : INFO : Epoch 1830 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 11524 ms [2021-05-29 05:12:14 main:574] : INFO : Epoch 1831 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 10746.9 ms [2021-05-29 05:12:25 main:574] : INFO : Epoch 1832 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 10925 ms [2021-05-29 05:12:35 main:574] : INFO : Epoch 1833 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 10578.5 ms [2021-05-29 05:12:46 main:574] : INFO : Epoch 1834 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 10794.3 ms [2021-05-29 05:12:58 main:574] : INFO : Epoch 1835 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 11461.5 ms [2021-05-29 05:13:09 main:574] : INFO : Epoch 1836 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 11155.1 ms [2021-05-29 05:13:20 main:574] : INFO : Epoch 1837 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 10871.4 ms [2021-05-29 05:13:31 main:574] : INFO : Epoch 1838 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 11143.5 ms [2021-05-29 05:13:42 main:574] : INFO : Epoch 1839 | loss: 0.0311769 | val_loss: 0.0311894 | Time: 11528.7 ms [2021-05-29 05:13:53 main:574] : INFO : Epoch 1840 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 10099.2 ms [2021-05-29 05:14:04 main:574] : INFO : Epoch 1841 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 11167.2 ms [2021-05-29 05:14:15 main:574] : INFO : Epoch 1842 | loss: 0.0311825 | val_loss: 0.0311877 | Time: 11427.4 ms [2021-05-29 05:14:26 main:574] : INFO : Epoch 1843 | loss: 0.0311823 | val_loss: 0.0311858 | Time: 10902.8 ms [2021-05-29 05:14:38 main:574] : INFO : Epoch 1844 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 11150.9 ms [2021-05-29 05:14:48 main:574] : INFO : Epoch 1845 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 10451.2 ms [2021-05-29 05:15:00 main:574] : INFO : Epoch 1846 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 11464 ms [2021-05-29 05:15:11 main:574] : INFO : Epoch 1847 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 11259.6 ms [2021-05-29 05:15:22 main:574] : INFO : Epoch 1848 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 10744.8 ms [2021-05-29 05:15:33 main:574] : INFO : Epoch 1849 | loss: 0.0311745 | val_loss: 0.031176 | Time: 10820.9 ms [2021-05-29 05:15:43 main:574] : INFO : Epoch 1850 | loss: 0.0311786 | val_loss: 0.0311877 | Time: 10290.8 ms [2021-05-29 05:15:54 main:574] : INFO : Epoch 1851 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 10781.9 ms [2021-05-29 05:16:05 main:574] : INFO : Epoch 1852 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 10969.9 ms [2021-05-29 05:16:16 main:574] : INFO : Epoch 1853 | loss: 0.0311883 | val_loss: 0.0311952 | Time: 11065 ms [2021-05-29 05:16:27 main:574] : INFO : Epoch 1854 | loss: 0.0311892 | val_loss: 0.0311956 | Time: 10749.4 ms [2021-05-29 05:16:38 main:574] : INFO : Epoch 1855 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 11256.8 ms [2021-05-29 05:16:49 main:574] : INFO : Epoch 1856 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 10808.1 ms [2021-05-29 05:17:00 main:574] : INFO : Epoch 1857 | loss: 0.0311896 | val_loss: 0.03119 | Time: 11178.6 ms [2021-05-29 05:17:10 main:574] : INFO : Epoch 1858 | loss: 0.0311866 | val_loss: 0.0311982 | Time: 10325.2 ms [2021-05-29 05:17:22 main:574] : INFO : Epoch 1859 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 11058.7 ms [2021-05-29 05:17:33 main:574] : INFO : Epoch 1860 | loss: 0.0311887 | val_loss: 0.0311964 | Time: 11180.2 ms [2021-05-29 05:17:44 main:574] : INFO : Epoch 1861 | loss: 0.0311894 | val_loss: 0.0312026 | Time: 10903.5 ms [2021-05-29 05:17:55 main:574] : INFO : Epoch 1862 | loss: 0.0311858 | val_loss: 0.0311943 | Time: 11057.3 ms [2021-05-29 05:18:05 main:574] : INFO : Epoch 1863 | loss: 0.0311847 | val_loss: 0.0311928 | Time: 9974.23 ms [2021-05-29 05:18:16 main:574] : INFO : Epoch 1864 | loss: 0.0311826 | val_loss: 0.0311905 | Time: 10783 ms [2021-05-29 05:18:27 main:574] : INFO : Epoch 1865 | loss: 0.0311808 | val_loss: 0.0311937 | Time: 10889.3 ms [2021-05-29 05:18:38 main:574] : INFO : Epoch 1866 | loss: 0.0311815 | val_loss: 0.0311932 | Time: 11252.4 ms [2021-05-29 05:18:50 main:574] : INFO : Epoch 1867 | loss: 0.0311844 | val_loss: 0.0311938 | Time: 11381.1 ms [2021-05-29 05:19:00 main:574] : INFO : Epoch 1868 | loss: 0.0311874 | val_loss: 0.0312034 | Time: 10695.8 ms [2021-05-29 05:19:11 main:574] : INFO : Epoch 1869 | loss: 0.0311849 | val_loss: 0.0312013 | Time: 10945.6 ms [2021-05-29 05:19:23 main:574] : INFO : Epoch 1870 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 11268.7 ms [2021-05-29 05:19:33 main:574] : INFO : Epoch 1871 | loss: 0.0311787 | val_loss: 0.0311882 | Time: 10813.1 ms [2021-05-29 05:19:45 main:574] : INFO : Epoch 1872 | loss: 0.0311773 | val_loss: 0.0311895 | Time: 11086.4 ms [2021-05-29 05:19:56 main:574] : INFO : Epoch 1873 | loss: 0.0311774 | val_loss: 0.0311883 | Time: 11209.9 ms [2021-05-29 05:20:07 main:574] : INFO : Epoch 1874 | loss: 0.0311772 | val_loss: 0.0311906 | Time: 11171.8 ms [2021-05-29 05:20:18 main:574] : INFO : Epoch 1875 | loss: 0.031179 | val_loss: 0.0311921 | Time: 10709.5 ms [2021-05-29 05:20:29 main:574] : INFO : Epoch 1876 | loss: 0.0311786 | val_loss: 0.0311887 | Time: 10789.2 ms [2021-05-29 05:20:39 main:574] : INFO : Epoch 1877 | loss: 0.0311763 | val_loss: 0.0311901 | Time: 10701.4 ms [2021-05-29 05:20:51 main:574] : INFO : Epoch 1878 | loss: 0.0311767 | val_loss: 0.031194 | Time: 11394.7 ms [2021-05-29 05:21:02 main:574] : INFO : Epoch 1879 | loss: 0.0311779 | val_loss: 0.0311892 | Time: 10850.1 ms [2021-05-29 05:21:12 main:574] : INFO : Epoch 1880 | loss: 0.0311781 | val_loss: 0.0311968 | Time: 10483.3 ms [2021-05-29 05:21:23 main:574] : INFO : Epoch 1881 | loss: 0.0311766 | val_loss: 0.0311882 | Time: 10583.7 ms [2021-05-29 05:21:33 main:574] : INFO : Epoch 1882 | loss: 0.0311774 | val_loss: 0.0311869 | Time: 10229.9 ms [2021-05-29 05:21:45 main:574] : INFO : Epoch 1883 | loss: 0.0311758 | val_loss: 0.0311869 | Time: 11452.5 ms [2021-05-29 05:21:56 main:574] : INFO : Epoch 1884 | loss: 0.0311783 | val_loss: 0.0311936 | Time: 10986 ms [2021-05-29 05:22:07 main:574] : INFO : Epoch 1885 | loss: 0.0311769 | val_loss: 0.0311886 | Time: 11548.7 ms [2021-05-29 05:22:18 main:574] : INFO : Epoch 1886 | loss: 0.0311759 | val_loss: 0.0311911 | Time: 10780.3 ms [2021-05-29 05:22:28 main:574] : INFO : Epoch 1887 | loss: 0.0311765 | val_loss: 0.0311889 | Time: 10025.9 ms [2021-05-29 05:22:39 main:574] : INFO : Epoch 1888 | loss: 0.031178 | val_loss: 0.031187 | Time: 10880.1 ms [2021-05-29 05:22:50 main:574] : INFO : Epoch 1889 | loss: 0.0311792 | val_loss: 0.0311882 | Time: 10851.5 ms [2021-05-29 05:23:01 main:574] : INFO : Epoch 1890 | loss: 0.031179 | val_loss: 0.0311894 | Time: 10476.3 ms [2021-05-29 05:23:11 main:574] : INFO : Epoch 1891 | loss: 0.0311803 | val_loss: 0.0311969 | Time: 10566.8 ms [2021-05-29 05:23:22 main:574] : INFO : Epoch 1892 | loss: 0.0311762 | val_loss: 0.0311887 | Time: 10408.7 ms [2021-05-29 05:23:33 main:574] : INFO : Epoch 1893 | loss: 0.0311745 | val_loss: 0.0311907 | Time: 11091.3 ms [2021-05-29 05:23:43 main:574] : INFO : Epoch 1894 | loss: 0.0311745 | val_loss: 0.0311934 | Time: 9722.44 ms [2021-05-29 05:23:54 main:574] : INFO : Epoch 1895 | loss: 0.0311746 | val_loss: 0.0311936 | Time: 11119.9 ms [2021-05-29 05:24:04 main:574] : INFO : Epoch 1896 | loss: 0.0311758 | val_loss: 0.0311899 | Time: 10179.3 ms [2021-05-29 05:24:16 main:574] : INFO : Epoch 1897 | loss: 0.0311779 | val_loss: 0.0311998 | Time: 12289.8 ms [2021-05-29 05:24:27 main:574] : INFO : Epoch 1898 | loss: 0.0311754 | val_loss: 0.0311928 | Time: 10947.4 ms [2021-05-29 05:24:37 main:574] : INFO : Epoch 1899 | loss: 0.0311774 | val_loss: 0.0311947 | Time: 10070.5 ms [2021-05-29 05:24:48 main:574] : INFO : Epoch 1900 | loss: 0.0311772 | val_loss: 0.0311948 | Time: 10993.7 ms [2021-05-29 05:24:59 main:574] : INFO : Epoch 1901 | loss: 0.0311763 | val_loss: 0.0311918 | Time: 10901 ms [2021-05-29 05:25:10 main:574] : INFO : Epoch 1902 | loss: 0.0311744 | val_loss: 0.0311885 | Time: 10861.3 ms [2021-05-29 05:25:22 main:574] : INFO : Epoch 1903 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 11498.2 ms [2021-05-29 05:25:33 main:574] : INFO : Epoch 1904 | loss: 0.0311799 | val_loss: 0.0311995 | Time: 10477.7 ms [2021-05-29 05:25:43 main:574] : INFO : Epoch 1905 | loss: 0.0311753 | val_loss: 0.031187 | Time: 10332.8 ms [2021-05-29 05:25:54 main:574] : INFO : Epoch 1906 | loss: 0.031176 | val_loss: 0.0311855 | Time: 10635.9 ms [2021-05-29 05:26:05 main:574] : INFO : Epoch 1907 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 11628.6 ms [2021-05-29 05:26:15 main:574] : INFO : Epoch 1908 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 9988.2 ms [2021-05-29 05:26:26 main:574] : INFO : Epoch 1909 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 10737.7 ms [2021-05-29 05:26:36 main:574] : INFO : Epoch 1910 | loss: 0.0311791 | val_loss: 0.0311885 | Time: 10112.2 ms [2021-05-29 05:26:47 main:574] : INFO : Epoch 1911 | loss: 0.03118 | val_loss: 0.0311873 | Time: 10740.1 ms [2021-05-29 05:26:58 main:574] : INFO : Epoch 1912 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 11296.7 ms [2021-05-29 05:27:10 main:574] : INFO : Epoch 1913 | loss: 0.0311767 | val_loss: 0.0311941 | Time: 11281.4 ms [2021-05-29 05:27:21 main:574] : INFO : Epoch 1914 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 11017.3 ms [2021-05-29 05:27:31 main:574] : INFO : Epoch 1915 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 10460.7 ms [2021-05-29 05:27:42 main:574] : INFO : Epoch 1916 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 10508.3 ms [2021-05-29 05:27:52 main:574] : INFO : Epoch 1917 | loss: 0.031176 | val_loss: 0.0311883 | Time: 10424.8 ms [2021-05-29 05:28:04 main:574] : INFO : Epoch 1918 | loss: 0.0311765 | val_loss: 0.0311871 | Time: 11601.2 ms [2021-05-29 05:28:15 main:574] : INFO : Epoch 1919 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 10495.9 ms [2021-05-29 05:28:25 main:574] : INFO : Epoch 1920 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 10713.1 ms [2021-05-29 05:28:36 main:574] : INFO : Epoch 1921 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 10752.1 ms [2021-05-29 05:28:48 main:574] : INFO : Epoch 1922 | loss: 0.0311751 | val_loss: 0.0311839 | Time: 11698.1 ms [2021-05-29 05:28:59 main:574] : INFO : Epoch 1923 | loss: 0.0311775 | val_loss: 0.031187 | Time: 11258.2 ms [2021-05-29 05:29:11 main:574] : INFO : Epoch 1924 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 11319.5 ms [2021-05-29 05:29:21 main:574] : INFO : Epoch 1925 | loss: 0.031176 | val_loss: 0.0311828 | Time: 10677.4 ms [2021-05-29 05:29:32 main:574] : INFO : Epoch 1926 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 10851.5 ms [2021-05-29 05:29:44 main:574] : INFO : Epoch 1927 | loss: 0.0311749 | val_loss: 0.0311851 | Time: 11223.1 ms [2021-05-29 05:29:54 main:574] : INFO : Epoch 1928 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 10824.4 ms [2021-05-29 05:30:05 main:574] : INFO : Epoch 1929 | loss: 0.031174 | val_loss: 0.0311839 | Time: 10693.1 ms [2021-05-29 05:30:16 main:574] : INFO : Epoch 1930 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 10761.1 ms [2021-05-29 05:30:26 main:574] : INFO : Epoch 1931 | loss: 0.031179 | val_loss: 0.0311801 | Time: 10460 ms [2021-05-29 05:30:37 main:574] : INFO : Epoch 1932 | loss: 0.031179 | val_loss: 0.0311807 | Time: 10770.3 ms [2021-05-29 05:30:48 main:574] : INFO : Epoch 1933 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 10896.7 ms [2021-05-29 05:30:59 main:574] : INFO : Epoch 1934 | loss: 0.0311728 | val_loss: 0.0311841 | Time: 10825.2 ms [2021-05-29 05:31:10 main:574] : INFO : Epoch 1935 | loss: 0.0311748 | val_loss: 0.0311859 | Time: 11124.6 ms [2021-05-29 05:31:21 main:574] : INFO : Epoch 1936 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 10516.9 ms [2021-05-29 05:31:32 main:574] : INFO : Epoch 1937 | loss: 0.0311738 | val_loss: 0.0311846 | Time: 10805.6 ms [2021-05-29 05:31:43 main:574] : INFO : Epoch 1938 | loss: 0.0311748 | val_loss: 0.031188 | Time: 10665.9 ms [2021-05-29 05:31:53 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 10404.8 ms [2021-05-29 05:32:03 main:574] : INFO : Epoch 1940 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 10390.4 ms [2021-05-29 05:32:14 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.03118 | Time: 10435.7 ms [2021-05-29 05:32:25 main:574] : INFO : Epoch 1942 | loss: 0.0311709 | val_loss: 0.0311798 | Time: 11475.9 ms [2021-05-29 05:32:36 main:574] : INFO : Epoch 1943 | loss: 0.0311722 | val_loss: 0.0311855 | Time: 10666.5 ms [2021-05-29 05:32:47 main:574] : INFO : Epoch 1944 | loss: 0.0311754 | val_loss: 0.0311856 | Time: 10833 ms [2021-05-29 05:32:58 main:574] : INFO : Epoch 1945 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 10650.5 ms [2021-05-29 05:33:09 main:574] : INFO : Epoch 1946 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 10991.1 ms [2021-05-29 05:33:20 main:574] : INFO : Epoch 1947 | loss: 0.0311742 | val_loss: 0.0311874 | Time: 10953.1 ms [2021-05-29 05:33:30 main:574] : INFO : Epoch 1948 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 10164.6 ms [2021-05-29 05:33:41 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 11366.2 ms [2021-05-29 05:33:52 main:574] : INFO : Epoch 1950 | loss: 0.031174 | val_loss: 0.0311849 | Time: 10519.9 ms [2021-05-29 05:34:02 main:574] : INFO : Epoch 1951 | loss: 0.0311706 | val_loss: 0.031181 | Time: 10333.8 ms [2021-05-29 05:34:13 main:574] : INFO : Epoch 1952 | loss: 0.0311701 | val_loss: 0.0311817 | Time: 10756.7 ms [2021-05-29 05:34:24 main:574] : INFO : Epoch 1953 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 10683 ms [2021-05-29 05:34:35 main:574] : INFO : Epoch 1954 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 10715.3 ms [2021-05-29 05:34:46 main:574] : INFO : Epoch 1955 | loss: 0.03117 | val_loss: 0.0311801 | Time: 10939.6 ms [2021-05-29 05:34:56 main:574] : INFO : Epoch 1956 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 10406.6 ms [2021-05-29 05:35:06 main:574] : INFO : Epoch 1957 | loss: 0.0311757 | val_loss: 0.0311867 | Time: 9877.89 ms [2021-05-29 05:35:17 main:574] : INFO : Epoch 1958 | loss: 0.0311722 | val_loss: 0.0311836 | Time: 10549.2 ms [2021-05-29 05:35:28 main:574] : INFO : Epoch 1959 | loss: 0.0311704 | val_loss: 0.0311839 | Time: 10956.5 ms [2021-05-29 05:35:39 main:574] : INFO : Epoch 1960 | loss: 0.0311698 | val_loss: 0.0311871 | Time: 10810.6 ms [2021-05-29 05:35:50 main:574] : INFO : Epoch 1961 | loss: 0.0311692 | val_loss: 0.031185 | Time: 11724.1 ms [2021-05-29 05:36:01 main:574] : INFO : Epoch 1962 | loss: 0.0311715 | val_loss: 0.0311848 | Time: 10474.2 ms [2021-05-29 05:36:13 main:574] : INFO : Epoch 1963 | loss: 0.0311706 | val_loss: 0.0311852 | Time: 11552.5 ms [2021-05-29 05:36:24 main:574] : INFO : Epoch 1964 | loss: 0.03117 | val_loss: 0.0311876 | Time: 11319 ms [2021-05-29 05:36:34 main:574] : INFO : Epoch 1965 | loss: 0.0311721 | val_loss: 0.0311972 | Time: 10269.8 ms [2021-05-29 05:36:45 main:574] : INFO : Epoch 1966 | loss: 0.0311741 | val_loss: 0.0311868 | Time: 10705.8 ms [2021-05-29 05:36:57 main:574] : INFO : Epoch 1967 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 11539.6 ms [2021-05-29 05:37:07 main:574] : INFO : Epoch 1968 | loss: 0.0311692 | val_loss: 0.0311858 | Time: 10643.2 ms [2021-05-29 05:37:18 main:574] : INFO : Epoch 1969 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 10480.6 ms [2021-05-29 05:37:28 main:574] : INFO : Epoch 1970 | loss: 0.0311678 | val_loss: 0.0311821 | Time: 10545.2 ms [2021-05-29 05:37:39 main:574] : INFO : Epoch 1971 | loss: 0.0311703 | val_loss: 0.0311824 | Time: 10875.3 ms [2021-05-29 05:37:50 main:574] : INFO : Epoch 1972 | loss: 0.0311692 | val_loss: 0.0311825 | Time: 10793.8 ms [2021-05-29 05:38:01 main:574] : INFO : Epoch 1973 | loss: 0.0311693 | val_loss: 0.0311935 | Time: 10460.4 ms [2021-05-29 05:38:12 main:574] : INFO : Epoch 1974 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 11369.7 ms [2021-05-29 05:38:23 main:574] : INFO : Epoch 1975 | loss: 0.0311694 | val_loss: 0.0311834 | Time: 10915 ms [2021-05-29 05:38:34 main:574] : INFO : Epoch 1976 | loss: 0.0311682 | val_loss: 0.0311857 | Time: 10376.8 ms [2021-05-29 05:38:44 main:574] : INFO : Epoch 1977 | loss: 0.0311679 | val_loss: 0.0311846 | Time: 10480.9 ms [2021-05-29 05:38:55 main:574] : INFO : Epoch 1978 | loss: 0.031173 | val_loss: 0.0311955 | Time: 11332.1 ms [2021-05-29 05:39:06 main:574] : INFO : Epoch 1979 | loss: 0.031176 | val_loss: 0.0311843 | Time: 10875.5 ms [2021-05-29 05:39:17 main:574] : INFO : Epoch 1980 | loss: 0.0311729 | val_loss: 0.0311827 | Time: 10514.8 ms [2021-05-29 05:39:28 main:574] : INFO : Epoch 1981 | loss: 0.0311747 | val_loss: 0.031189 | Time: 11043.5 ms [2021-05-29 05:39:39 main:574] : INFO : Epoch 1982 | loss: 0.0311754 | val_loss: 0.031195 | Time: 11459.4 ms [2021-05-29 05:39:50 main:574] : INFO : Epoch 1983 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 10238.4 ms [2021-05-29 05:40:01 main:574] : INFO : Epoch 1984 | loss: 0.0311701 | val_loss: 0.0311853 | Time: 10785.8 ms [2021-05-29 05:40:11 main:574] : INFO : Epoch 1985 | loss: 0.031172 | val_loss: 0.031185 | Time: 10541.9 ms [2021-05-29 05:40:21 main:574] : INFO : Epoch 1986 | loss: 0.0311711 | val_loss: 0.0311862 | Time: 9911.17 ms [2021-05-29 05:40:32 main:574] : INFO : Epoch 1987 | loss: 0.0311685 | val_loss: 0.0311852 | Time: 10773.3 ms [2021-05-29 05:40:43 main:574] : INFO : Epoch 1988 | loss: 0.0311688 | val_loss: 0.031182 | Time: 10599.8 ms [2021-05-29 05:40:53 main:574] : INFO : Epoch 1989 | loss: 0.0311695 | val_loss: 0.0311828 | Time: 10348.1 ms [2021-05-29 05:41:04 main:574] : INFO : Epoch 1990 | loss: 0.0311683 | val_loss: 0.031181 | Time: 10890.7 ms [2021-05-29 05:41:15 main:574] : INFO : Epoch 1991 | loss: 0.0311685 | val_loss: 0.0311853 | Time: 10803.5 ms [2021-05-29 05:41:26 main:574] : INFO : Epoch 1992 | loss: 0.0311712 | val_loss: 0.0311868 | Time: 11390 ms [2021-05-29 05:41:38 main:574] : INFO : Epoch 1993 | loss: 0.0311707 | val_loss: 0.0311847 | Time: 11434.1 ms [2021-05-29 05:41:49 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.0311847 | Time: 10993.1 ms [2021-05-29 05:41:59 main:574] : INFO : Epoch 1995 | loss: 0.0311695 | val_loss: 0.0311845 | Time: 10369.4 ms [2021-05-29 05:42:10 main:574] : INFO : Epoch 1996 | loss: 0.0311702 | val_loss: 0.031184 | Time: 10099 ms [2021-05-29 05:42:21 main:574] : INFO : Epoch 1997 | loss: 0.0311703 | val_loss: 0.0311828 | Time: 11476.2 ms [2021-05-29 05:42:31 main:574] : INFO : Epoch 1998 | loss: 0.0311678 | val_loss: 0.0311815 | Time: 10196.4 ms [2021-05-29 05:42:43 main:574] : INFO : Epoch 1999 | loss: 0.0311707 | val_loss: 0.0311807 | Time: 11200.5 ms [2021-05-29 05:42:53 main:574] : INFO : Epoch 2000 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 10825.2 ms [2021-05-29 05:43:05 main:574] : INFO : Epoch 2001 | loss: 0.0311703 | val_loss: 0.0311831 | Time: 11181.5 ms [2021-05-29 05:43:16 main:574] : INFO : Epoch 2002 | loss: 0.0311687 | val_loss: 0.0311847 | Time: 11240.7 ms [2021-05-29 05:43:27 main:574] : INFO : Epoch 2003 | loss: 0.0311703 | val_loss: 0.0311832 | Time: 10579.8 ms [2021-05-29 05:43:37 main:574] : INFO : Epoch 2004 | loss: 0.0311717 | val_loss: 0.0311824 | Time: 10729.6 ms [2021-05-29 05:43:49 main:574] : INFO : Epoch 2005 | loss: 0.0311701 | val_loss: 0.0311847 | Time: 11987 ms [2021-05-29 05:43:59 main:574] : INFO : Epoch 2006 | loss: 0.0311706 | val_loss: 0.0311851 | Time: 9932.03 ms [2021-05-29 05:44:10 main:574] : INFO : Epoch 2007 | loss: 0.0311719 | val_loss: 0.0311858 | Time: 10847.7 ms [2021-05-29 05:44:20 main:574] : INFO : Epoch 2008 | loss: 0.0311691 | val_loss: 0.0311849 | Time: 10018 ms [2021-05-29 05:44:32 main:574] : INFO : Epoch 2009 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 11521.4 ms [2021-05-29 05:44:43 main:574] : INFO : Epoch 2010 | loss: 0.0311705 | val_loss: 0.0311858 | Time: 11385.4 ms [2021-05-29 05:44:54 main:574] : INFO : Epoch 2011 | loss: 0.0311706 | val_loss: 0.0311822 | Time: 10764 ms [2021-05-29 05:45:06 main:574] : INFO : Epoch 2012 | loss: 0.0311676 | val_loss: 0.0311831 | Time: 11358.9 ms [2021-05-29 05:45:17 main:574] : INFO : Epoch 2013 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 11157.3 ms [2021-05-29 05:45:28 main:574] : INFO : Epoch 2014 | loss: 0.0311698 | val_loss: 0.0311822 | Time: 10709.3 ms [2021-05-29 05:45:39 main:574] : INFO : Epoch 2015 | loss: 0.0311747 | val_loss: 0.031185 | Time: 11157.3 ms [2021-05-29 05:45:50 main:574] : INFO : Epoch 2016 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 11316.8 ms [2021-05-29 05:46:00 main:574] : INFO : Epoch 2017 | loss: 0.0311718 | val_loss: 0.031184 | Time: 10024.4 ms [2021-05-29 05:46:11 main:574] : INFO : Epoch 2018 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 10208.8 ms [2021-05-29 05:46:21 main:574] : INFO : Epoch 2019 | loss: 0.0311706 | val_loss: 0.0311876 | Time: 10856.3 ms [2021-05-29 05:46:33 main:574] : INFO : Epoch 2020 | loss: 0.0311696 | val_loss: 0.0311866 | Time: 11454.5 ms [2021-05-29 05:46:44 main:574] : INFO : Epoch 2021 | loss: 0.0311784 | val_loss: 0.031183 | Time: 10685.8 ms [2021-05-29 05:46:55 main:574] : INFO : Epoch 2022 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 10943.5 ms [2021-05-29 05:47:05 main:574] : INFO : Epoch 2023 | loss: 0.0311795 | val_loss: 0.0311837 | Time: 10693.3 ms [2021-05-29 05:47:16 main:574] : INFO : Epoch 2024 | loss: 0.0311762 | val_loss: 0.0311832 | Time: 10913.6 ms [2021-05-29 05:47:28 main:574] : INFO : Epoch 2025 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 11835.7 ms [2021-05-29 05:47:39 main:574] : INFO : Epoch 2026 | loss: 0.0311764 | val_loss: 0.031182 | Time: 10910.5 ms [2021-05-29 05:47:50 main:574] : INFO : Epoch 2027 | loss: 0.0311767 | val_loss: 0.0311845 | Time: 10480.5 ms [2021-05-29 05:48:00 main:574] : INFO : Epoch 2028 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 10278.8 ms [2021-05-29 05:48:12 main:574] : INFO : Epoch 2029 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 11273.9 ms [2021-05-29 05:48:23 main:574] : INFO : Epoch 2030 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 11077.8 ms [2021-05-29 05:48:34 main:574] : INFO : Epoch 2031 | loss: 0.0311737 | val_loss: 0.031183 | Time: 11042.8 ms [2021-05-29 05:48:45 main:574] : INFO : Epoch 2032 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 11717.6 ms [2021-05-29 05:48:56 main:574] : INFO : Epoch 2033 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 10627 ms [2021-05-29 05:49:07 main:574] : INFO : Epoch 2034 | loss: 0.031175 | val_loss: 0.0311828 | Time: 11032.5 ms [2021-05-29 05:49:18 main:574] : INFO : Epoch 2035 | loss: 0.0311744 | val_loss: 0.0311855 | Time: 10781.5 ms [2021-05-29 05:49:29 main:574] : INFO : Epoch 2036 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 11011.7 ms [2021-05-29 05:49:40 main:574] : INFO : Epoch 2037 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 11203.8 ms [2021-05-29 05:49:51 main:574] : INFO : Epoch 2038 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 10363.3 ms [2021-05-29 05:50:02 main:574] : INFO : Epoch 2039 | loss: 0.031172 | val_loss: 0.0311824 | Time: 10701.6 ms [2021-05-29 05:50:13 main:574] : INFO : Epoch 2040 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 11010.9 ms [2021-05-29 05:50:24 main:574] : INFO : Epoch 2041 | loss: 0.0311722 | val_loss: 0.0311829 | Time: 11693.6 ms [2021-05-29 05:50:35 main:574] : INFO : Epoch 2042 | loss: 0.0311792 | val_loss: 0.0311934 | Time: 10553.3 ms [2021-05-29 05:50:46 main:574] : INFO : Epoch 2043 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 10650.4 ms [2021-05-29 05:50:57 main:574] : INFO : Epoch 2044 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 11170.4 ms [2021-05-29 05:51:08 main:574] : INFO : Epoch 2045 | loss: 0.0311743 | val_loss: 0.031182 | Time: 11126.9 ms [2021-05-29 05:51:20 main:574] : INFO : Epoch 2046 | loss: 0.0311772 | val_loss: 0.0311861 | Time: 11616.7 ms [2021-05-29 05:51:31 main:574] : INFO : Epoch 2047 | loss: 0.0311817 | val_loss: 0.0311896 | Time: 11255.9 ms [2021-05-29 05:51:42 main:574] : INFO : Epoch 2048 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 10462.4 ms [2021-05-29 05:51:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311915 [2021-05-29 05:51:42 main:603] : INFO : Saving end state to config to file [2021-05-29 05:51:42 main:608] : INFO : Success, exiting.. 05:51:42 (48020): 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)