Task 14597587
| Name | ParityModified-1647043642-2204-3-0_0 |
| Workunit | 11618559 |
| Created | 11 Apr 2022, 20:07:57 UTC |
| Sent | 11 Apr 2022, 20:08:02 UTC |
| Report deadline | 19 Apr 2022, 20:08:02 UTC |
| Received | 11 Apr 2022, 21:09:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 50 sec |
| CPU time | 35 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 1048.85 ms [2022-04-11 13:37:26 main:574] : INFO : Epoch 1543 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 1052.14 ms [2022-04-11 13:37:27 main:574] : INFO : Epoch 1544 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1048.16 ms [2022-04-11 13:37:28 main:574] : INFO : Epoch 1545 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 1053.74 ms [2022-04-11 13:37:29 main:574] : INFO : Epoch 1546 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 1048.06 ms [2022-04-11 13:37:30 main:574] : INFO : Epoch 1547 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 1053.44 ms [2022-04-11 13:37:32 main:574] : INFO : Epoch 1548 | loss: 0.031173 | val_loss: 0.0311776 | Time: 1050.03 ms [2022-04-11 13:37:33 main:574] : INFO : Epoch 1549 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 1051.23 ms [2022-04-11 13:37:34 main:574] : INFO : Epoch 1550 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1049.08 ms [2022-04-11 13:37:35 main:574] : INFO : Epoch 1551 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 1048.76 ms [2022-04-11 13:37:36 main:574] : INFO : Epoch 1552 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1053.92 ms [2022-04-11 13:37:37 main:574] : INFO : Epoch 1553 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 1049.28 ms [2022-04-11 13:37:38 main:574] : INFO : Epoch 1554 | loss: 0.0311715 | val_loss: 0.031176 | Time: 1053.69 ms [2022-04-11 13:37:39 main:574] : INFO : Epoch 1555 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1047.22 ms [2022-04-11 13:37:41 main:574] : INFO : Epoch 1556 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 1052.26 ms [2022-04-11 13:37:42 main:574] : INFO : Epoch 1557 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1050.8 ms [2022-04-11 13:37:43 main:574] : INFO : Epoch 1558 | loss: 0.031171 | val_loss: 0.0311752 | Time: 1052.72 ms [2022-04-11 13:37:44 main:574] : INFO : Epoch 1559 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1048.66 ms [2022-04-11 13:37:45 main:574] : INFO : Epoch 1560 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 1055.92 ms [2022-04-11 13:37:46 main:574] : INFO : Epoch 1561 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 1048.46 ms [2022-04-11 13:37:47 main:574] : INFO : Epoch 1562 | loss: 0.0311707 | val_loss: 0.031173 | Time: 1055.95 ms [2022-04-11 13:37:48 main:574] : INFO : Epoch 1563 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1050.85 ms [2022-04-11 13:37:50 main:574] : INFO : Epoch 1564 | loss: 0.0311695 | val_loss: 0.031173 | Time: 1054.44 ms [2022-04-11 13:37:51 main:574] : INFO : Epoch 1565 | loss: 0.0311688 | val_loss: 0.0311748 | Time: 1050.25 ms [2022-04-11 13:37:52 main:574] : INFO : Epoch 1566 | loss: 0.0311712 | val_loss: 0.0311721 | Time: 1051.31 ms [2022-04-11 13:37:53 main:574] : INFO : Epoch 1567 | loss: 0.0311705 | val_loss: 0.0311728 | Time: 1049.8 ms [2022-04-11 13:37:54 main:574] : INFO : Epoch 1568 | loss: 0.0311689 | val_loss: 0.0311713 | Time: 1052.23 ms [2022-04-11 13:37:55 main:574] : INFO : Epoch 1569 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 1049.06 ms [2022-04-11 13:37:56 main:574] : INFO : Epoch 1570 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 1053.75 ms [2022-04-11 13:37:57 main:574] : INFO : Epoch 1571 | loss: 0.0311685 | val_loss: 0.0311713 | Time: 1051.25 ms [2022-04-11 13:37:59 main:574] : INFO : Epoch 1572 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 1054.74 ms [2022-04-11 13:38:00 main:574] : INFO : Epoch 1573 | loss: 0.031168 | val_loss: 0.031172 | Time: 1051.07 ms [2022-04-11 13:38:01 main:574] : INFO : Epoch 1574 | loss: 0.031168 | val_loss: 0.0311707 | Time: 1053.25 ms [2022-04-11 13:38:02 main:574] : INFO : Epoch 1575 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 1050.43 ms [2022-04-11 13:38:03 main:574] : INFO : Epoch 1576 | loss: 0.0311679 | val_loss: 0.031172 | Time: 1054.47 ms [2022-04-11 13:38:04 main:574] : INFO : Epoch 1577 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 1048.93 ms [2022-04-11 13:38:05 main:574] : INFO : Epoch 1578 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 1056.12 ms [2022-04-11 13:38:07 main:574] : INFO : Epoch 1579 | loss: 0.0311665 | val_loss: 0.031172 | Time: 1050.52 ms [2022-04-11 13:38:08 main:574] : INFO : Epoch 1580 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 1054.63 ms [2022-04-11 13:38:09 main:574] : INFO : Epoch 1581 | loss: 0.0311664 | val_loss: 0.031172 | Time: 1050.42 ms [2022-04-11 13:38:10 main:574] : INFO : Epoch 1582 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 1052.5 ms [2022-04-11 13:38:11 main:574] : INFO : Epoch 1583 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1049.69 ms [2022-04-11 13:38:12 main:574] : INFO : Epoch 1584 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 1055.94 ms [2022-04-11 13:38:13 main:574] : INFO : Epoch 1585 | loss: 0.031166 | val_loss: 0.0311699 | Time: 1052.11 ms [2022-04-11 13:38:14 main:574] : INFO : Epoch 1586 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 1055 ms [2022-04-11 13:38:16 main:574] : INFO : Epoch 1587 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 1048.44 ms [2022-04-11 13:38:17 main:574] : INFO : Epoch 1588 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 1056.33 ms [2022-04-11 13:38:18 main:574] : INFO : Epoch 1589 | loss: 0.031165 | val_loss: 0.0311702 | Time: 1051.79 ms [2022-04-11 13:38:19 main:574] : INFO : Epoch 1590 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1054.64 ms [2022-04-11 13:38:20 main:574] : INFO : Epoch 1591 | loss: 0.0311649 | val_loss: 0.0311712 | Time: 1048.97 ms [2022-04-11 13:38:21 main:574] : INFO : Epoch 1592 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 1054.64 ms [2022-04-11 13:38:22 main:574] : INFO : Epoch 1593 | loss: 0.0311677 | val_loss: 0.0311699 | Time: 1047.36 ms [2022-04-11 13:38:23 main:574] : INFO : Epoch 1594 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 1048.03 ms [2022-04-11 13:38:25 main:574] : INFO : Epoch 1595 | loss: 0.0311662 | val_loss: 0.0311696 | Time: 1053.18 ms [2022-04-11 13:38:26 main:574] : INFO : Epoch 1596 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 1050.16 ms [2022-04-11 13:38:27 main:574] : INFO : Epoch 1597 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 1050.63 ms [2022-04-11 13:38:28 main:574] : INFO : Epoch 1598 | loss: 0.031166 | val_loss: 0.0311688 | Time: 1049.02 ms [2022-04-11 13:38:29 main:574] : INFO : Epoch 1599 | loss: 0.0311649 | val_loss: 0.0311684 | Time: 1057.2 ms [2022-04-11 13:38:30 main:574] : INFO : Epoch 1600 | loss: 0.0311642 | val_loss: 0.0311702 | Time: 1049.16 ms [2022-04-11 13:38:31 main:574] : INFO : Epoch 1601 | loss: 0.0311638 | val_loss: 0.0311689 | Time: 1052.64 ms [2022-04-11 13:38:32 main:574] : INFO : Epoch 1602 | loss: 0.0311634 | val_loss: 0.0311682 | Time: 1048.4 ms [2022-04-11 13:38:34 main:574] : INFO : Epoch 1603 | loss: 0.0311638 | val_loss: 0.0311693 | Time: 1053.13 ms [2022-04-11 13:38:35 main:574] : INFO : Epoch 1604 | loss: 0.0311634 | val_loss: 0.0311671 | Time: 1048.62 ms [2022-04-11 13:38:36 main:574] : INFO : Epoch 1605 | loss: 0.0311635 | val_loss: 0.031168 | Time: 1054.18 ms [2022-04-11 13:38:37 main:574] : INFO : Epoch 1606 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1048.45 ms [2022-04-11 13:38:38 main:574] : INFO : Epoch 1607 | loss: 0.0311629 | val_loss: 0.0311672 | Time: 1053.48 ms [2022-04-11 13:38:39 main:574] : INFO : Epoch 1608 | loss: 0.0311644 | val_loss: 0.0311691 | Time: 1050.28 ms [2022-04-11 13:38:40 main:574] : INFO : Epoch 1609 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 1052.88 ms [2022-04-11 13:38:41 main:574] : INFO : Epoch 1610 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1049.21 ms [2022-04-11 13:38:43 main:574] : INFO : Epoch 1611 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 1055.76 ms [2022-04-11 13:38:44 main:574] : INFO : Epoch 1612 | loss: 0.0311639 | val_loss: 0.0311679 | Time: 1051.62 ms [2022-04-11 13:38:45 main:574] : INFO : Epoch 1613 | loss: 0.0311624 | val_loss: 0.0311673 | Time: 1056.08 ms [2022-04-11 13:38:46 main:574] : INFO : Epoch 1614 | loss: 0.0311617 | val_loss: 0.0311673 | Time: 1050.49 ms [2022-04-11 13:38:47 main:574] : INFO : Epoch 1615 | loss: 0.0311615 | val_loss: 0.031167 | Time: 1052.8 ms [2022-04-11 13:38:48 main:574] : INFO : Epoch 1616 | loss: 0.0311609 | val_loss: 0.0311671 | Time: 1051.26 ms [2022-04-11 13:38:49 main:574] : INFO : Epoch 1617 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 1051.85 ms [2022-04-11 13:38:51 main:574] : INFO : Epoch 1618 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 1050.15 ms [2022-04-11 13:38:52 main:574] : INFO : Epoch 1619 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 1051.51 ms [2022-04-11 13:38:53 main:574] : INFO : Epoch 1620 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 1048.86 ms [2022-04-11 13:38:54 main:574] : INFO : Epoch 1621 | loss: 0.0311622 | val_loss: 0.0311686 | Time: 1051.71 ms [2022-04-11 13:38:55 main:574] : INFO : Epoch 1622 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 1047.03 ms [2022-04-11 13:38:56 main:574] : INFO : Epoch 1623 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1055.12 ms [2022-04-11 13:38:57 main:574] : INFO : Epoch 1624 | loss: 0.0311629 | val_loss: 0.0311683 | Time: 1050.85 ms [2022-04-11 13:38:58 main:574] : INFO : Epoch 1625 | loss: 0.0311617 | val_loss: 0.0311661 | Time: 1053.5 ms [2022-04-11 13:39:00 main:574] : INFO : Epoch 1626 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 1046.83 ms [2022-04-11 13:39:01 main:574] : INFO : Epoch 1627 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1053.83 ms [2022-04-11 13:39:02 main:574] : INFO : Epoch 1628 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 1051.63 ms [2022-04-11 13:39:03 main:574] : INFO : Epoch 1629 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 1053.18 ms [2022-04-11 13:39:04 main:574] : INFO : Epoch 1630 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 1048.73 ms [2022-04-11 13:39:05 main:574] : INFO : Epoch 1631 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 1047.19 ms [2022-04-11 13:39:06 main:574] : INFO : Epoch 1632 | loss: 0.031163 | val_loss: 0.0311667 | Time: 1050.66 ms [2022-04-11 13:39:07 main:574] : INFO : Epoch 1633 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 1048.47 ms [2022-04-11 13:39:09 main:574] : INFO : Epoch 1634 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 1051.11 ms [2022-04-11 13:39:10 main:574] : INFO : Epoch 1635 | loss: 0.0311626 | val_loss: 0.031167 | Time: 1047.14 ms [2022-04-11 13:39:11 main:574] : INFO : Epoch 1636 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 1050.95 ms [2022-04-11 13:39:12 main:574] : INFO : Epoch 1637 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 1048.34 ms [2022-04-11 13:39:13 main:574] : INFO : Epoch 1638 | loss: 0.0311615 | val_loss: 0.031165 | Time: 1053.18 ms [2022-04-11 13:39:14 main:574] : INFO : Epoch 1639 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 1048.85 ms [2022-04-11 13:39:15 main:574] : INFO : Epoch 1640 | loss: 0.0311612 | val_loss: 0.0311654 | Time: 1054.54 ms [2022-04-11 13:39:16 main:574] : INFO : Epoch 1641 | loss: 0.0311621 | val_loss: 0.0311671 | Time: 1049.43 ms [2022-04-11 13:39:18 main:574] : INFO : Epoch 1642 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 1052.92 ms [2022-04-11 13:39:19 main:574] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 1050.45 ms [2022-04-11 13:39:20 main:574] : INFO : Epoch 1644 | loss: 0.0311659 | val_loss: 0.0311672 | Time: 1049.87 ms [2022-04-11 13:39:21 main:574] : INFO : Epoch 1645 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 1047.04 ms [2022-04-11 13:39:22 main:574] : INFO : Epoch 1646 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 1051.44 ms [2022-04-11 13:39:23 main:574] : INFO : Epoch 1647 | loss: 0.0311654 | val_loss: 0.0311667 | Time: 1049.83 ms [2022-04-11 13:39:24 main:574] : INFO : Epoch 1648 | loss: 0.0311634 | val_loss: 0.0311661 | Time: 1050.7 ms [2022-04-11 13:39:25 main:574] : INFO : Epoch 1649 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 1045.76 ms [2022-04-11 13:39:27 main:574] : INFO : Epoch 1650 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 1051.89 ms [2022-04-11 13:39:28 main:574] : INFO : Epoch 1651 | loss: 0.0311619 | val_loss: 0.0311658 | Time: 1048.56 ms [2022-04-11 13:39:29 main:574] : INFO : Epoch 1652 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 1055.14 ms [2022-04-11 13:39:30 main:574] : INFO : Epoch 1653 | loss: 0.0311626 | val_loss: 0.0311659 | Time: 1049.85 ms [2022-04-11 13:39:31 main:574] : INFO : Epoch 1654 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 1051.38 ms [2022-04-11 13:39:32 main:574] : INFO : Epoch 1655 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 1046.36 ms [2022-04-11 13:39:33 main:574] : INFO : Epoch 1656 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 1053.63 ms [2022-04-11 13:39:35 main:574] : INFO : Epoch 1657 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 1047 ms [2022-04-11 13:39:36 main:574] : INFO : Epoch 1658 | loss: 0.031161 | val_loss: 0.0311676 | Time: 1051.48 ms [2022-04-11 13:39:37 main:574] : INFO : Epoch 1659 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 1047.41 ms [2022-04-11 13:39:38 main:574] : INFO : Epoch 1660 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 1051.16 ms [2022-04-11 13:39:39 main:574] : INFO : Epoch 1661 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 1045.94 ms [2022-04-11 13:39:40 main:574] : INFO : Epoch 1662 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 1048.82 ms [2022-04-11 13:39:41 main:574] : INFO : Epoch 1663 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 1047.47 ms [2022-04-11 13:39:42 main:574] : INFO : Epoch 1664 | loss: 0.0311837 | val_loss: 0.0311837 | Time: 1050.88 ms [2022-04-11 13:39:44 main:574] : INFO : Epoch 1665 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 1047.4 ms [2022-04-11 13:39:45 main:574] : INFO : Epoch 1666 | loss: 0.0311817 | val_loss: 0.0311803 | Time: 1048.38 ms [2022-04-11 13:39:46 main:574] : INFO : Epoch 1667 | loss: 0.031179 | val_loss: 0.0311781 | Time: 1051.86 ms [2022-04-11 13:39:47 main:574] : INFO : Epoch 1668 | loss: 0.0311769 | val_loss: 0.0311748 | Time: 1046.77 ms [2022-04-11 13:39:48 main:574] : INFO : Epoch 1669 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 1051.17 ms [2022-04-11 13:39:49 main:574] : INFO : Epoch 1670 | loss: 0.0311728 | val_loss: 0.0311729 | Time: 1048.42 ms [2022-04-11 13:39:50 main:574] : INFO : Epoch 1671 | loss: 0.031172 | val_loss: 0.0311718 | Time: 1053.73 ms [2022-04-11 13:39:51 main:574] : INFO : Epoch 1672 | loss: 0.0311709 | val_loss: 0.0311721 | Time: 1047.39 ms [2022-04-11 13:39:53 main:574] : INFO : Epoch 1673 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 1052.25 ms [2022-04-11 13:39:54 main:574] : INFO : Epoch 1674 | loss: 0.0311697 | val_loss: 0.0311707 | Time: 1046.78 ms [2022-04-11 13:39:55 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.0311701 | Time: 1051.79 ms [2022-04-11 13:39:56 main:574] : INFO : Epoch 1676 | loss: 0.0311683 | val_loss: 0.0311696 | Time: 1048.96 ms [2022-04-11 13:39:57 main:574] : INFO : Epoch 1677 | loss: 0.0311676 | val_loss: 0.0311687 | Time: 1052.17 ms [2022-04-11 13:39:58 main:574] : INFO : Epoch 1678 | loss: 0.0311669 | val_loss: 0.0311689 | Time: 1044.55 ms [2022-04-11 13:39:59 main:574] : INFO : Epoch 1679 | loss: 0.0311667 | val_loss: 0.031168 | Time: 1045.58 ms [2022-04-11 13:40:00 main:574] : INFO : Epoch 1680 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 1048.18 ms [2022-04-11 13:40:02 main:574] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 1051.41 ms [2022-04-11 13:40:03 main:574] : INFO : Epoch 1682 | loss: 0.0311667 | val_loss: 0.0311683 | Time: 1048.95 ms [2022-04-11 13:40:04 main:574] : INFO : Epoch 1683 | loss: 0.0311658 | val_loss: 0.0311671 | Time: 1054.12 ms [2022-04-11 13:40:05 main:574] : INFO : Epoch 1684 | loss: 0.0311653 | val_loss: 0.0311677 | Time: 1048.62 ms [2022-04-11 13:40:06 main:574] : INFO : Epoch 1685 | loss: 0.0311656 | val_loss: 0.0311668 | Time: 1055.46 ms [2022-04-11 13:40:07 main:574] : INFO : Epoch 1686 | loss: 0.0311646 | val_loss: 0.0311662 | Time: 1048.31 ms [2022-04-11 13:40:08 main:574] : INFO : Epoch 1687 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 1049.62 ms [2022-04-11 13:40:09 main:574] : INFO : Epoch 1688 | loss: 0.031165 | val_loss: 0.0311671 | Time: 1047.01 ms [2022-04-11 13:40:11 main:574] : INFO : Epoch 1689 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 1051.44 ms [2022-04-11 13:40:12 main:574] : INFO : Epoch 1690 | loss: 0.031164 | val_loss: 0.0311667 | Time: 1046.57 ms [2022-04-11 13:40:13 main:574] : INFO : Epoch 1691 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 1053.6 ms [2022-04-11 13:40:14 main:574] : INFO : Epoch 1692 | loss: 0.0311637 | val_loss: 0.0311668 | Time: 1048 ms [2022-04-11 13:40:15 main:574] : INFO : Epoch 1693 | loss: 0.0311632 | val_loss: 0.0311664 | Time: 1051.39 ms [2022-04-11 13:40:16 main:574] : INFO : Epoch 1694 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 1048.51 ms [2022-04-11 13:40:17 main:574] : INFO : Epoch 1695 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 1052.03 ms [2022-04-11 13:40:18 main:574] : INFO : Epoch 1696 | loss: 0.0311629 | val_loss: 0.0311674 | Time: 1047.06 ms [2022-04-11 13:40:20 main:574] : INFO : Epoch 1697 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 1050.41 ms [2022-04-11 13:40:21 main:574] : INFO : Epoch 1698 | loss: 0.0311622 | val_loss: 0.031167 | Time: 1048.71 ms [2022-04-11 13:40:22 main:574] : INFO : Epoch 1699 | loss: 0.0311629 | val_loss: 0.0311659 | Time: 1053.93 ms [2022-04-11 13:40:23 main:574] : INFO : Epoch 1700 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 1048.04 ms [2022-04-11 13:40:24 main:574] : INFO : Epoch 1701 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 1051.32 ms [2022-04-11 13:40:25 main:574] : INFO : Epoch 1702 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 1050.89 ms [2022-04-11 13:40:26 main:574] : INFO : Epoch 1703 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 1050.72 ms [2022-04-11 13:40:28 main:574] : INFO : Epoch 1704 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 1049.18 ms [2022-04-11 13:40:29 main:574] : INFO : Epoch 1705 | loss: 0.0311619 | val_loss: 0.0311664 | Time: 1053.76 ms [2022-04-11 13:40:30 main:574] : INFO : Epoch 1706 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 1051.07 ms [2022-04-11 13:40:31 main:574] : INFO : Epoch 1707 | loss: 0.0311624 | val_loss: 0.0311662 | Time: 1052.71 ms [2022-04-11 13:40:32 main:574] : INFO : Epoch 1708 | loss: 0.0311622 | val_loss: 0.0311657 | Time: 1049.04 ms [2022-04-11 13:40:33 main:574] : INFO : Epoch 1709 | loss: 0.0311628 | val_loss: 0.0311696 | Time: 1052.87 ms [2022-04-11 13:40:34 main:574] : INFO : Epoch 1710 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 1048.8 ms [2022-04-11 13:40:35 main:574] : INFO : Epoch 1711 | loss: 0.0311618 | val_loss: 0.0311679 | Time: 1051.86 ms [2022-04-11 13:40:37 main:574] : INFO : Epoch 1712 | loss: 0.0311619 | val_loss: 0.0311664 | Time: 1046.7 ms [2022-04-11 13:40:38 main:574] : INFO : Epoch 1713 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 1051.15 ms [2022-04-11 13:40:39 main:574] : INFO : Epoch 1714 | loss: 0.0311625 | val_loss: 0.0311652 | Time: 1046.96 ms [2022-04-11 13:40:40 main:574] : INFO : Epoch 1715 | loss: 0.031162 | val_loss: 0.0311674 | Time: 1051.11 ms [2022-04-11 13:40:41 main:574] : INFO : Epoch 1716 | loss: 0.0311617 | val_loss: 0.031166 | Time: 1049.38 ms [2022-04-11 13:40:42 main:574] : INFO : Epoch 1717 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 1053.9 ms [2022-04-11 13:40:43 main:574] : INFO : Epoch 1718 | loss: 0.0311607 | val_loss: 0.0311668 | Time: 1050.87 ms [2022-04-11 13:40:45 main:574] : INFO : Epoch 1719 | loss: 0.0311618 | val_loss: 0.0311667 | Time: 1052.44 ms [2022-04-11 13:40:46 main:574] : INFO : Epoch 1720 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 1049.35 ms [2022-04-11 13:40:47 main:574] : INFO : Epoch 1721 | loss: 0.0311619 | val_loss: 0.0311667 | Time: 1053.13 ms [2022-04-11 13:40:48 main:574] : INFO : Epoch 1722 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 1048.92 ms [2022-04-11 13:40:49 main:574] : INFO : Epoch 1723 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 1053.89 ms [2022-04-11 13:40:50 main:574] : INFO : Epoch 1724 | loss: 0.0311635 | val_loss: 0.031171 | Time: 1047.38 ms [2022-04-11 13:40:51 main:574] : INFO : Epoch 1725 | loss: 0.0311656 | val_loss: 0.0311661 | Time: 1051.97 ms [2022-04-11 13:40:52 main:574] : INFO : Epoch 1726 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 1049.09 ms [2022-04-11 13:40:54 main:574] : INFO : Epoch 1727 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 1054.04 ms [2022-04-11 13:40:55 main:574] : INFO : Epoch 1728 | loss: 0.031167 | val_loss: 0.0311662 | Time: 1049.3 ms [2022-04-11 13:40:56 main:574] : INFO : Epoch 1729 | loss: 0.0311659 | val_loss: 0.0311675 | Time: 1050.54 ms [2022-04-11 13:40:57 main:574] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.0311657 | Time: 1046.65 ms [2022-04-11 13:40:58 main:574] : INFO : Epoch 1731 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 1048.87 ms [2022-04-11 13:40:59 main:574] : INFO : Epoch 1732 | loss: 0.0311643 | val_loss: 0.0311686 | Time: 1050.43 ms [2022-04-11 13:41:00 main:574] : INFO : Epoch 1733 | loss: 0.0311644 | val_loss: 0.031166 | Time: 1048.72 ms [2022-04-11 13:41:01 main:574] : INFO : Epoch 1734 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 1053.45 ms [2022-04-11 13:41:03 main:574] : INFO : Epoch 1735 | loss: 0.0311658 | val_loss: 0.031168 | Time: 1047.21 ms [2022-04-11 13:41:04 main:574] : INFO : Epoch 1736 | loss: 0.0311648 | val_loss: 0.0311657 | Time: 1051.66 ms [2022-04-11 13:41:05 main:574] : INFO : Epoch 1737 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 1046.44 ms [2022-04-11 13:41:06 main:574] : INFO : Epoch 1738 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1054.17 ms [2022-04-11 13:41:07 main:574] : INFO : Epoch 1739 | loss: 0.031163 | val_loss: 0.0311654 | Time: 1047.1 ms [2022-04-11 13:41:08 main:574] : INFO : Epoch 1740 | loss: 0.0311624 | val_loss: 0.0311673 | Time: 1054.54 ms [2022-04-11 13:41:09 main:574] : INFO : Epoch 1741 | loss: 0.0311641 | val_loss: 0.0311672 | Time: 1048.93 ms [2022-04-11 13:41:10 main:574] : INFO : Epoch 1742 | loss: 0.031164 | val_loss: 0.0311684 | Time: 1050.67 ms [2022-04-11 13:41:12 main:574] : INFO : Epoch 1743 | loss: 0.0311627 | val_loss: 0.031168 | Time: 1046.65 ms [2022-04-11 13:41:13 main:574] : INFO : Epoch 1744 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 1054.11 ms [2022-04-11 13:41:14 main:574] : INFO : Epoch 1745 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 1050.89 ms [2022-04-11 13:41:15 main:574] : INFO : Epoch 1746 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 1054.47 ms [2022-04-11 13:41:16 main:574] : INFO : Epoch 1747 | loss: 0.0311611 | val_loss: 0.0311671 | Time: 1049.99 ms [2022-04-11 13:41:17 main:574] : INFO : Epoch 1748 | loss: 0.0311612 | val_loss: 0.0311657 | Time: 1054.33 ms [2022-04-11 13:41:18 main:574] : INFO : Epoch 1749 | loss: 0.0311612 | val_loss: 0.03117 | Time: 1046.71 ms [2022-04-11 13:41:19 main:574] : INFO : Epoch 1750 | loss: 0.0311627 | val_loss: 0.0311662 | Time: 1051.37 ms [2022-04-11 13:41:21 main:574] : INFO : Epoch 1751 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 1049.28 ms [2022-04-11 13:41:22 main:574] : INFO : Epoch 1752 | loss: 0.0311611 | val_loss: 0.0311663 | Time: 1052.4 ms [2022-04-11 13:41:23 main:574] : INFO : Epoch 1753 | loss: 0.031162 | val_loss: 0.0311669 | Time: 1047.45 ms [2022-04-11 13:41:24 main:574] : INFO : Epoch 1754 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 1051.02 ms [2022-04-11 13:41:25 main:574] : INFO : Epoch 1755 | loss: 0.0311629 | val_loss: 0.0311674 | Time: 1046.4 ms [2022-04-11 13:41:26 main:574] : INFO : Epoch 1756 | loss: 0.0311623 | val_loss: 0.031166 | Time: 1052.83 ms [2022-04-11 13:41:27 main:574] : INFO : Epoch 1757 | loss: 0.0311615 | val_loss: 0.0311674 | Time: 1049.87 ms [2022-04-11 13:41:28 main:574] : INFO : Epoch 1758 | loss: 0.0311628 | val_loss: 0.0311673 | Time: 1052.13 ms [2022-04-11 13:41:30 main:574] : INFO : Epoch 1759 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 1046.92 ms [2022-04-11 13:41:31 main:574] : INFO : Epoch 1760 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 1054.7 ms [2022-04-11 13:41:32 main:574] : INFO : Epoch 1761 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 1049.17 ms [2022-04-11 13:41:33 main:574] : INFO : Epoch 1762 | loss: 0.0311594 | val_loss: 0.0311663 | Time: 1050.3 ms [2022-04-11 13:41:34 main:574] : INFO : Epoch 1763 | loss: 0.0311598 | val_loss: 0.0311646 | Time: 1048.74 ms [2022-04-11 13:41:35 main:574] : INFO : Epoch 1764 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 1051.91 ms [2022-04-11 13:41:36 main:574] : INFO : Epoch 1765 | loss: 0.0311596 | val_loss: 0.0311654 | Time: 1048.79 ms [2022-04-11 13:41:37 main:574] : INFO : Epoch 1766 | loss: 0.0311608 | val_loss: 0.031167 | Time: 1051.73 ms [2022-04-11 13:41:39 main:574] : INFO : Epoch 1767 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 1047.62 ms [2022-04-11 13:41:40 main:574] : INFO : Epoch 1768 | loss: 0.0311602 | val_loss: 0.0311683 | Time: 1051.15 ms [2022-04-11 13:41:41 main:574] : INFO : Epoch 1769 | loss: 0.0311609 | val_loss: 0.0311669 | Time: 1048 ms [2022-04-11 13:41:42 main:574] : INFO : Epoch 1770 | loss: 0.0311616 | val_loss: 0.0311683 | Time: 1052.88 ms [2022-04-11 13:41:43 main:574] : INFO : Epoch 1771 | loss: 0.031161 | val_loss: 0.0311665 | Time: 1050.37 ms [2022-04-11 13:41:44 main:574] : INFO : Epoch 1772 | loss: 0.0311603 | val_loss: 0.0311651 | Time: 1050.26 ms [2022-04-11 13:41:45 main:574] : INFO : Epoch 1773 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 1050.83 ms [2022-04-11 13:41:46 main:574] : INFO : Epoch 1774 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 1046.24 ms [2022-04-11 13:41:48 main:574] : INFO : Epoch 1775 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 1050.38 ms [2022-04-11 13:41:49 main:574] : INFO : Epoch 1776 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 1049.42 ms [2022-04-11 13:41:50 main:574] : INFO : Epoch 1777 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 1051.29 ms [2022-04-11 13:41:51 main:574] : INFO : Epoch 1778 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 1045.96 ms [2022-04-11 13:41:52 main:574] : INFO : Epoch 1779 | loss: 0.031164 | val_loss: 0.0311697 | Time: 1050 ms [2022-04-11 13:41:53 main:574] : INFO : Epoch 1780 | loss: 0.0311601 | val_loss: 0.0311685 | Time: 1048.82 ms [2022-04-11 13:41:54 main:574] : INFO : Epoch 1781 | loss: 0.0311594 | val_loss: 0.0311656 | Time: 1052.87 ms [2022-04-11 13:41:55 main:574] : INFO : Epoch 1782 | loss: 0.031159 | val_loss: 0.031169 | Time: 1050.53 ms [2022-04-11 13:41:57 main:574] : INFO : Epoch 1783 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 1053.43 ms [2022-04-11 13:41:58 main:574] : INFO : Epoch 1784 | loss: 0.0311614 | val_loss: 0.0311679 | Time: 1045.14 ms [2022-04-11 13:41:59 main:574] : INFO : Epoch 1785 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 1045.44 ms [2022-04-11 13:42:00 main:574] : INFO : Epoch 1786 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 1053.51 ms [2022-04-11 13:42:01 main:574] : INFO : Epoch 1787 | loss: 0.031164 | val_loss: 0.0311677 | Time: 1048.55 ms [2022-04-11 13:42:02 main:574] : INFO : Epoch 1788 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 1051.12 ms [2022-04-11 13:42:03 main:574] : INFO : Epoch 1789 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 1047.53 ms [2022-04-11 13:42:05 main:574] : INFO : Epoch 1790 | loss: 0.0311643 | val_loss: 0.0311711 | Time: 1054.74 ms [2022-04-11 13:42:06 main:574] : INFO : Epoch 1791 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 1048.48 ms [2022-04-11 13:42:07 main:574] : INFO : Epoch 1792 | loss: 0.031164 | val_loss: 0.0311699 | Time: 1049.85 ms [2022-04-11 13:42:08 main:574] : INFO : Epoch 1793 | loss: 0.0311642 | val_loss: 0.0311739 | Time: 1047.05 ms [2022-04-11 13:42:09 main:574] : INFO : Epoch 1794 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 1054.89 ms [2022-04-11 13:42:10 main:574] : INFO : Epoch 1795 | loss: 0.0311642 | val_loss: 0.0311693 | Time: 1047.81 ms [2022-04-11 13:42:11 main:574] : INFO : Epoch 1796 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 1054.46 ms [2022-04-11 13:42:12 main:574] : INFO : Epoch 1797 | loss: 0.031161 | val_loss: 0.0311709 | Time: 1051.8 ms [2022-04-11 13:42:13 main:574] : INFO : Epoch 1798 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 1054.42 ms [2022-04-11 13:42:15 main:574] : INFO : Epoch 1799 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 1047.56 ms [2022-04-11 13:42:16 main:574] : INFO : Epoch 1800 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 1053.62 ms [2022-04-11 13:42:17 main:574] : INFO : Epoch 1801 | loss: 0.0311598 | val_loss: 0.0311715 | Time: 1049.06 ms [2022-04-11 13:42:18 main:574] : INFO : Epoch 1802 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 1049.94 ms [2022-04-11 13:42:19 main:574] : INFO : Epoch 1803 | loss: 0.03116 | val_loss: 0.0311668 | Time: 1047.99 ms [2022-04-11 13:42:20 main:574] : INFO : Epoch 1804 | loss: 0.0311606 | val_loss: 0.0311643 | Time: 1050.28 ms [2022-04-11 13:42:21 main:574] : INFO : Epoch 1805 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 1046.32 ms [2022-04-11 13:42:23 main:574] : INFO : Epoch 1806 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 1056.72 ms [2022-04-11 13:42:24 main:574] : INFO : Epoch 1807 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 1047.56 ms [2022-04-11 13:42:25 main:574] : INFO : Epoch 1808 | loss: 0.0311603 | val_loss: 0.0311655 | Time: 1054.7 ms [2022-04-11 13:42:26 main:574] : INFO : Epoch 1809 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 1048.37 ms [2022-04-11 13:42:27 main:574] : INFO : Epoch 1810 | loss: 0.031159 | val_loss: 0.0311686 | Time: 1051.49 ms [2022-04-11 13:42:28 main:574] : INFO : Epoch 1811 | loss: 0.0311602 | val_loss: 0.0311716 | Time: 1048.46 ms [2022-04-11 13:42:29 main:574] : INFO : Epoch 1812 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 1053.12 ms [2022-04-11 13:42:30 main:574] : INFO : Epoch 1813 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 1047.07 ms [2022-04-11 13:42:32 main:574] : INFO : Epoch 1814 | loss: 0.0311628 | val_loss: 0.0311708 | Time: 1050.89 ms [2022-04-11 13:42:33 main:574] : INFO : Epoch 1815 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 1049.27 ms [2022-04-11 13:42:34 main:574] : INFO : Epoch 1816 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 1052.05 ms [2022-04-11 13:42:35 main:574] : INFO : Epoch 1817 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 1050.34 ms [2022-04-11 13:42:36 main:574] : INFO : Epoch 1818 | loss: 0.0311597 | val_loss: 0.031169 | Time: 1051.3 ms [2022-04-11 13:42:37 main:574] : INFO : Epoch 1819 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 1048.59 ms [2022-04-11 13:42:38 main:574] : INFO : Epoch 1820 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 1045.68 ms [2022-04-11 13:42:39 main:574] : INFO : Epoch 1821 | loss: 0.0311583 | val_loss: 0.0311726 | Time: 1052.35 ms [2022-04-11 13:42:41 main:574] : INFO : Epoch 1822 | loss: 0.0311571 | val_loss: 0.031166 | Time: 1050.94 ms [2022-04-11 13:42:42 main:574] : INFO : Epoch 1823 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 1053.86 ms [2022-04-11 13:42:43 main:574] : INFO : Epoch 1824 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 1050.62 ms [2022-04-11 13:42:44 main:574] : INFO : Epoch 1825 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 1050.75 ms [2022-04-11 13:42:45 main:574] : INFO : Epoch 1826 | loss: 0.0311625 | val_loss: 0.0311701 | Time: 1049.8 ms [2022-04-11 13:42:46 main:574] : INFO : Epoch 1827 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 1049.6 ms [2022-04-11 13:42:47 main:574] : INFO : Epoch 1828 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 1050.3 ms [2022-04-11 13:42:48 main:574] : INFO : Epoch 1829 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 1050.51 ms [2022-04-11 13:42:50 main:574] : INFO : Epoch 1830 | loss: 0.0311599 | val_loss: 0.0311724 | Time: 1048.92 ms [2022-04-11 13:42:51 main:574] : INFO : Epoch 1831 | loss: 0.0311623 | val_loss: 0.031175 | Time: 1053.76 ms [2022-04-11 13:42:52 main:574] : INFO : Epoch 1832 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 1049.18 ms [2022-04-11 13:42:53 main:574] : INFO : Epoch 1833 | loss: 0.031166 | val_loss: 0.0311704 | Time: 1052.68 ms [2022-04-11 13:42:54 main:574] : INFO : Epoch 1834 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 1050.69 ms [2022-04-11 13:42:55 main:574] : INFO : Epoch 1835 | loss: 0.0311631 | val_loss: 0.0311682 | Time: 1051.65 ms [2022-04-11 13:42:56 main:574] : INFO : Epoch 1836 | loss: 0.0311637 | val_loss: 0.0311672 | Time: 1051.16 ms [2022-04-11 13:42:58 main:574] : INFO : Epoch 1837 | loss: 0.0311615 | val_loss: 0.0311653 | Time: 1049.17 ms [2022-04-11 13:42:59 main:574] : INFO : Epoch 1838 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 1051.02 ms [2022-04-11 13:43:00 main:574] : INFO : Epoch 1839 | loss: 0.0311607 | val_loss: 0.0311664 | Time: 1046.35 ms [2022-04-11 13:43:01 main:574] : INFO : Epoch 1840 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 1050 ms [2022-04-11 13:43:02 main:574] : INFO : Epoch 1841 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 1050.34 ms [2022-04-11 13:43:03 main:574] : INFO : Epoch 1842 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 1053.12 ms [2022-04-11 13:43:04 main:574] : INFO : Epoch 1843 | loss: 0.0311609 | val_loss: 0.0311754 | Time: 1050.49 ms [2022-04-11 13:43:05 main:574] : INFO : Epoch 1844 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 1047.92 ms [2022-04-11 13:43:07 main:574] : INFO : Epoch 1845 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 1049.19 ms [2022-04-11 13:43:08 main:574] : INFO : Epoch 1846 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 1046.96 ms [2022-04-11 13:43:09 main:574] : INFO : Epoch 1847 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1051.75 ms [2022-04-11 13:43:10 main:574] : INFO : Epoch 1848 | loss: 0.0311576 | val_loss: 0.0311687 | Time: 1046.87 ms [2022-04-11 13:43:11 main:574] : INFO : Epoch 1849 | loss: 0.0311594 | val_loss: 0.0311689 | Time: 1051.93 ms [2022-04-11 13:43:12 main:574] : INFO : Epoch 1850 | loss: 0.0311569 | val_loss: 0.031167 | Time: 1046.24 ms [2022-04-11 13:43:13 main:574] : INFO : Epoch 1851 | loss: 0.0311565 | val_loss: 0.0311666 | Time: 1052.44 ms [2022-04-11 13:43:14 main:574] : INFO : Epoch 1852 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 1046.38 ms [2022-04-11 13:43:16 main:574] : INFO : Epoch 1853 | loss: 0.0311566 | val_loss: 0.031167 | Time: 1051.95 ms [2022-04-11 13:43:17 main:574] : INFO : Epoch 1854 | loss: 0.0311569 | val_loss: 0.0311692 | Time: 1046.91 ms [2022-04-11 13:43:18 main:574] : INFO : Epoch 1855 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 1054.28 ms [2022-04-11 13:43:19 main:574] : INFO : Epoch 1856 | loss: 0.031159 | val_loss: 0.0311682 | Time: 1046.07 ms [2022-04-11 13:43:20 main:574] : INFO : Epoch 1857 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 1053.68 ms [2022-04-11 13:43:21 main:574] : INFO : Epoch 1858 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 1045.92 ms [2022-04-11 13:43:22 main:574] : INFO : Epoch 1859 | loss: 0.0311644 | val_loss: 0.0311681 | Time: 1049.37 ms [2022-04-11 13:43:23 main:574] : INFO : Epoch 1860 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 1050.59 ms [2022-04-11 13:43:25 main:574] : INFO : Epoch 1861 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 1048.6 ms [2022-04-11 13:43:26 main:574] : INFO : Epoch 1862 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 1048.22 ms [2022-04-11 13:43:27 main:574] : INFO : Epoch 1863 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 1048.11 ms [2022-04-11 13:43:28 main:574] : INFO : Epoch 1864 | loss: 0.0311629 | val_loss: 0.0311646 | Time: 1052.04 ms [2022-04-11 13:43:29 main:574] : INFO : Epoch 1865 | loss: 0.031164 | val_loss: 0.0311682 | Time: 1049.21 ms [2022-04-11 13:43:30 main:574] : INFO : Epoch 1866 | loss: 0.031162 | val_loss: 0.0311654 | Time: 1050.14 ms [2022-04-11 13:43:31 main:574] : INFO : Epoch 1867 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 1051.76 ms [2022-04-11 13:43:32 main:574] : INFO : Epoch 1868 | loss: 0.0311614 | val_loss: 0.0311726 | Time: 1048.19 ms [2022-04-11 13:43:34 main:574] : INFO : Epoch 1869 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 1054.25 ms [2022-04-11 13:43:35 main:574] : INFO : Epoch 1870 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1047.9 ms [2022-04-11 13:43:36 main:574] : INFO : Epoch 1871 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 1048.13 ms [2022-04-11 13:43:37 main:574] : INFO : Epoch 1872 | loss: 0.0311604 | val_loss: 0.0311667 | Time: 1047.96 ms [2022-04-11 13:43:38 main:574] : INFO : Epoch 1873 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 1050.98 ms [2022-04-11 13:43:39 main:574] : INFO : Epoch 1874 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 1048.83 ms [2022-04-11 13:43:40 main:574] : INFO : Epoch 1875 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 1052.25 ms [2022-04-11 13:43:41 main:574] : INFO : Epoch 1876 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 1046.48 ms [2022-04-11 13:43:43 main:574] : INFO : Epoch 1877 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 1053.58 ms [2022-04-11 13:43:44 main:574] : INFO : Epoch 1878 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 1049 ms [2022-04-11 13:43:45 main:574] : INFO : Epoch 1879 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 1051.12 ms [2022-04-11 13:43:46 main:574] : INFO : Epoch 1880 | loss: 0.0311625 | val_loss: 0.0311659 | Time: 1048.34 ms [2022-04-11 13:43:47 main:574] : INFO : Epoch 1881 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 1048.39 ms [2022-04-11 13:43:48 main:574] : INFO : Epoch 1882 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 1049.87 ms [2022-04-11 13:43:49 main:574] : INFO : Epoch 1883 | loss: 0.0311603 | val_loss: 0.0311663 | Time: 1051.13 ms [2022-04-11 13:43:50 main:574] : INFO : Epoch 1884 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 1048.18 ms [2022-04-11 13:43:52 main:574] : INFO : Epoch 1885 | loss: 0.0311598 | val_loss: 0.0311698 | Time: 1052.49 ms [2022-04-11 13:43:53 main:574] : INFO : Epoch 1886 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 1049.65 ms [2022-04-11 13:43:54 main:574] : INFO : Epoch 1887 | loss: 0.0311621 | val_loss: 0.0311724 | Time: 1048.64 ms [2022-04-11 13:43:55 main:574] : INFO : Epoch 1888 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1048.47 ms [2022-04-11 13:43:56 main:574] : INFO : Epoch 1889 | loss: 0.0311626 | val_loss: 0.0311665 | Time: 1054.33 ms [2022-04-11 13:43:57 main:574] : INFO : Epoch 1890 | loss: 0.0311578 | val_loss: 0.0311669 | Time: 1047.47 ms [2022-04-11 13:43:58 main:574] : INFO : Epoch 1891 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 1051.46 ms [2022-04-11 13:43:59 main:574] : INFO : Epoch 1892 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 1047.76 ms [2022-04-11 13:44:01 main:574] : INFO : Epoch 1893 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 1052.25 ms [2022-04-11 13:44:02 main:574] : INFO : Epoch 1894 | loss: 0.031158 | val_loss: 0.0311688 | Time: 1048.18 ms [2022-04-11 13:44:03 main:574] : INFO : Epoch 1895 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 1050.54 ms [2022-04-11 13:44:04 main:574] : INFO : Epoch 1896 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 1045.5 ms [2022-04-11 13:44:05 main:574] : INFO : Epoch 1897 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 1051.56 ms [2022-04-11 13:44:06 main:574] : INFO : Epoch 1898 | loss: 0.0311605 | val_loss: 0.0311764 | Time: 1049.18 ms [2022-04-11 13:44:07 main:574] : INFO : Epoch 1899 | loss: 0.0311606 | val_loss: 0.0311657 | Time: 1053.89 ms [2022-04-11 13:44:08 main:574] : INFO : Epoch 1900 | loss: 0.0311577 | val_loss: 0.031168 | Time: 1043.9 ms [2022-04-11 13:44:10 main:574] : INFO : Epoch 1901 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 1051 ms [2022-04-11 13:44:11 main:574] : INFO : Epoch 1902 | loss: 0.0311574 | val_loss: 0.0311673 | Time: 1048.09 ms [2022-04-11 13:44:12 main:574] : INFO : Epoch 1903 | loss: 0.0311587 | val_loss: 0.031172 | Time: 1049.77 ms [2022-04-11 13:44:13 main:574] : INFO : Epoch 1904 | loss: 0.0311619 | val_loss: 0.0311689 | Time: 1048.74 ms [2022-04-11 13:44:14 main:574] : INFO : Epoch 1905 | loss: 0.031159 | val_loss: 0.0311639 | Time: 1047.84 ms [2022-04-11 13:44:15 main:574] : INFO : Epoch 1906 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 1054.4 ms [2022-04-11 13:44:16 main:574] : INFO : Epoch 1907 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 1047.43 ms [2022-04-11 13:44:17 main:574] : INFO : Epoch 1908 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 1053.24 ms [2022-04-11 13:44:19 main:574] : INFO : Epoch 1909 | loss: 0.031156 | val_loss: 0.0311655 | Time: 1048.14 ms [2022-04-11 13:44:20 main:574] : INFO : Epoch 1910 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 1054.22 ms [2022-04-11 13:44:21 main:574] : INFO : Epoch 1911 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 1045.19 ms [2022-04-11 13:44:22 main:574] : INFO : Epoch 1912 | loss: 0.031159 | val_loss: 0.031168 | Time: 1049.61 ms [2022-04-11 13:44:23 main:574] : INFO : Epoch 1913 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 1051.55 ms [2022-04-11 13:44:24 main:574] : INFO : Epoch 1914 | loss: 0.0311563 | val_loss: 0.0311691 | Time: 1054.42 ms [2022-04-11 13:44:25 main:574] : INFO : Epoch 1915 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1050.96 ms [2022-04-11 13:44:27 main:574] : INFO : Epoch 1916 | loss: 0.0311595 | val_loss: 0.0311666 | Time: 1046.31 ms [2022-04-11 13:44:28 main:574] : INFO : Epoch 1917 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 1049.49 ms [2022-04-11 13:44:29 main:574] : INFO : Epoch 1918 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 1053.47 ms [2022-04-11 13:44:30 main:574] : INFO : Epoch 1919 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 1050.9 ms [2022-04-11 13:44:31 main:574] : INFO : Epoch 1920 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 1051.53 ms [2022-04-11 13:44:32 main:574] : INFO : Epoch 1921 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 1049.49 ms [2022-04-11 13:44:33 main:574] : INFO : Epoch 1922 | loss: 0.031162 | val_loss: 0.0311692 | Time: 1056.75 ms [2022-04-11 13:44:34 main:574] : INFO : Epoch 1923 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1052.19 ms [2022-04-11 13:44:36 main:574] : INFO : Epoch 1924 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 1051.22 ms [2022-04-11 13:44:37 main:574] : INFO : Epoch 1925 | loss: 0.0311643 | val_loss: 0.031167 | Time: 1048.25 ms [2022-04-11 13:44:38 main:574] : INFO : Epoch 1926 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1052.36 ms [2022-04-11 13:44:39 main:574] : INFO : Epoch 1927 | loss: 0.0311603 | val_loss: 0.0311652 | Time: 1046.58 ms [2022-04-11 13:44:40 main:574] : INFO : Epoch 1928 | loss: 0.0311584 | val_loss: 0.0311646 | Time: 1052.21 ms [2022-04-11 13:44:41 main:574] : INFO : Epoch 1929 | loss: 0.0311569 | val_loss: 0.0311646 | Time: 1051.43 ms [2022-04-11 13:44:42 main:574] : INFO : Epoch 1930 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 1053.84 ms [2022-04-11 13:44:43 main:574] : INFO : Epoch 1931 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 1050.46 ms [2022-04-11 13:44:45 main:574] : INFO : Epoch 1932 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 1052.16 ms [2022-04-11 13:44:46 main:574] : INFO : Epoch 1933 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1047.41 ms [2022-04-11 13:44:47 main:574] : INFO : Epoch 1934 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1056.07 ms [2022-04-11 13:44:48 main:574] : INFO : Epoch 1935 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 1048.33 ms [2022-04-11 13:44:49 main:574] : INFO : Epoch 1936 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 1050.46 ms [2022-04-11 13:44:50 main:574] : INFO : Epoch 1937 | loss: 0.0311574 | val_loss: 0.0311671 | Time: 1048.13 ms [2022-04-11 13:44:51 main:574] : INFO : Epoch 1938 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 1052.56 ms [2022-04-11 13:44:52 main:574] : INFO : Epoch 1939 | loss: 0.0311599 | val_loss: 0.0311661 | Time: 1050.52 ms [2022-04-11 13:44:54 main:574] : INFO : Epoch 1940 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 1049.93 ms [2022-04-11 13:44:55 main:574] : INFO : Epoch 1941 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 1049.36 ms [2022-04-11 13:44:56 main:574] : INFO : Epoch 1942 | loss: 0.0311565 | val_loss: 0.0311677 | Time: 1054.08 ms [2022-04-11 13:44:57 main:574] : INFO : Epoch 1943 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 1050.97 ms [2022-04-11 13:44:58 main:574] : INFO : Epoch 1944 | loss: 0.0311566 | val_loss: 0.0311646 | Time: 1055.09 ms [2022-04-11 13:44:59 main:574] : INFO : Epoch 1945 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 1049.35 ms [2022-04-11 13:45:00 main:574] : INFO : Epoch 1946 | loss: 0.0311579 | val_loss: 0.031168 | Time: 1054.1 ms [2022-04-11 13:45:01 main:574] : INFO : Epoch 1947 | loss: 0.0311597 | val_loss: 0.0311646 | Time: 1047.69 ms [2022-04-11 13:45:03 main:574] : INFO : Epoch 1948 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 1052.25 ms [2022-04-11 13:45:04 main:574] : INFO : Epoch 1949 | loss: 0.0311562 | val_loss: 0.0311715 | Time: 1047.09 ms [2022-04-11 13:45:05 main:574] : INFO : Epoch 1950 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 1044.81 ms [2022-04-11 13:45:06 main:574] : INFO : Epoch 1951 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 1049.69 ms [2022-04-11 13:45:07 main:574] : INFO : Epoch 1952 | loss: 0.031158 | val_loss: 0.0311691 | Time: 1048.64 ms [2022-04-11 13:45:08 main:574] : INFO : Epoch 1953 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 1049.93 ms [2022-04-11 13:45:09 main:574] : INFO : Epoch 1954 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 1051.97 ms [2022-04-11 13:45:11 main:574] : INFO : Epoch 1955 | loss: 0.0311568 | val_loss: 0.0311693 | Time: 1050.09 ms [2022-04-11 13:45:12 main:574] : INFO : Epoch 1956 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 1053.18 ms [2022-04-11 13:45:13 main:574] : INFO : Epoch 1957 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 1050.19 ms [2022-04-11 13:45:14 main:574] : INFO : Epoch 1958 | loss: 0.0311586 | val_loss: 0.0311668 | Time: 1053.37 ms [2022-04-11 13:45:15 main:574] : INFO : Epoch 1959 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 1046.4 ms [2022-04-11 13:45:16 main:574] : INFO : Epoch 1960 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 1050.72 ms [2022-04-11 13:45:17 main:574] : INFO : Epoch 1961 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 1050.5 ms [2022-04-11 13:45:18 main:574] : INFO : Epoch 1962 | loss: 0.0311578 | val_loss: 0.031172 | Time: 1050 ms [2022-04-11 13:45:20 main:574] : INFO : Epoch 1963 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 1049.44 ms [2022-04-11 13:45:21 main:574] : INFO : Epoch 1964 | loss: 0.0311664 | val_loss: 0.0311673 | Time: 1049.62 ms [2022-04-11 13:45:22 main:574] : INFO : Epoch 1965 | loss: 0.0311639 | val_loss: 0.0311653 | Time: 1049.29 ms [2022-04-11 13:45:23 main:574] : INFO : Epoch 1966 | loss: 0.0311644 | val_loss: 0.0311681 | Time: 1048.01 ms [2022-04-11 13:45:24 main:574] : INFO : Epoch 1967 | loss: 0.0311635 | val_loss: 0.0311679 | Time: 1054.83 ms [2022-04-11 13:45:25 main:574] : INFO : Epoch 1968 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 1046.38 ms [2022-04-11 13:45:26 main:574] : INFO : Epoch 1969 | loss: 0.0311634 | val_loss: 0.0311682 | Time: 1047.33 ms [2022-04-11 13:45:27 main:574] : INFO : Epoch 1970 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 1051.74 ms [2022-04-11 13:45:29 main:574] : INFO : Epoch 1971 | loss: 0.0311629 | val_loss: 0.0311675 | Time: 1048.14 ms [2022-04-11 13:45:30 main:574] : INFO : Epoch 1972 | loss: 0.031163 | val_loss: 0.0311696 | Time: 1052.2 ms [2022-04-11 13:45:31 main:574] : INFO : Epoch 1973 | loss: 0.031163 | val_loss: 0.0311693 | Time: 1050.51 ms [2022-04-11 13:45:32 main:574] : INFO : Epoch 1974 | loss: 0.0311621 | val_loss: 0.031172 | Time: 1054.41 ms [2022-04-11 13:45:33 main:574] : INFO : Epoch 1975 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1049.55 ms [2022-04-11 13:45:34 main:574] : INFO : Epoch 1976 | loss: 0.0311613 | val_loss: 0.0311721 | Time: 1051.56 ms [2022-04-11 13:45:35 main:574] : INFO : Epoch 1977 | loss: 0.031163 | val_loss: 0.0311782 | Time: 1049.23 ms [2022-04-11 13:45:36 main:574] : INFO : Epoch 1978 | loss: 0.0311728 | val_loss: 0.0311745 | Time: 1053.22 ms [2022-04-11 13:45:38 main:574] : INFO : Epoch 1979 | loss: 0.0311688 | val_loss: 0.03117 | Time: 1050.89 ms [2022-04-11 13:45:39 main:574] : INFO : Epoch 1980 | loss: 0.0311664 | val_loss: 0.0311722 | Time: 1052.73 ms [2022-04-11 13:45:40 main:574] : INFO : Epoch 1981 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 1048.62 ms [2022-04-11 13:45:41 main:574] : INFO : Epoch 1982 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 1054.22 ms [2022-04-11 13:45:42 main:574] : INFO : Epoch 1983 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 1044.94 ms [2022-04-11 13:45:43 main:574] : INFO : Epoch 1984 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 1052.46 ms [2022-04-11 13:45:44 main:574] : INFO : Epoch 1985 | loss: 0.0311672 | val_loss: 0.0311672 | Time: 1047.99 ms [2022-04-11 13:45:46 main:574] : INFO : Epoch 1986 | loss: 0.0311688 | val_loss: 0.031169 | Time: 1052.72 ms [2022-04-11 13:45:47 main:574] : INFO : Epoch 1987 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 1049.57 ms [2022-04-11 13:45:48 main:574] : INFO : Epoch 1988 | loss: 0.0311657 | val_loss: 0.031167 | Time: 1052.63 ms [2022-04-11 13:45:49 main:574] : INFO : Epoch 1989 | loss: 0.0311652 | val_loss: 0.0311668 | Time: 1049.37 ms [2022-04-11 13:45:50 main:574] : INFO : Epoch 1990 | loss: 0.0311694 | val_loss: 0.0311682 | Time: 1056.39 ms [2022-04-11 13:45:51 main:574] : INFO : Epoch 1991 | loss: 0.0311668 | val_loss: 0.0311673 | Time: 1046.26 ms [2022-04-11 13:45:52 main:574] : INFO : Epoch 1992 | loss: 0.0311656 | val_loss: 0.0311683 | Time: 1052.11 ms [2022-04-11 13:45:53 main:574] : INFO : Epoch 1993 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 1048.62 ms [2022-04-11 13:45:54 main:574] : INFO : Epoch 1994 | loss: 0.031161 | val_loss: 0.0311627 | Time: 1051.4 ms [2022-04-11 13:45:56 main:574] : INFO : Epoch 1995 | loss: 0.0311612 | val_loss: 0.0311652 | Time: 1048.84 ms [2022-04-11 13:45:57 main:574] : INFO : Epoch 1996 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 1051.35 ms [2022-04-11 13:45:58 main:574] : INFO : Epoch 1997 | loss: 0.0311614 | val_loss: 0.0311654 | Time: 1048.16 ms [2022-04-11 13:45:59 main:574] : INFO : Epoch 1998 | loss: 0.0311616 | val_loss: 0.031165 | Time: 1053.63 ms [2022-04-11 13:46:00 main:574] : INFO : Epoch 1999 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 1049.51 ms [2022-04-11 13:46:01 main:574] : INFO : Epoch 2000 | loss: 0.0311604 | val_loss: 0.0311651 | Time: 1052.7 ms [2022-04-11 13:46:02 main:574] : INFO : Epoch 2001 | loss: 0.0311608 | val_loss: 0.0311646 | Time: 1047.53 ms [2022-04-11 13:46:04 main:574] : INFO : Epoch 2002 | loss: 0.0311603 | val_loss: 0.031164 | Time: 1053.9 ms [2022-04-11 13:46:05 main:574] : INFO : Epoch 2003 | loss: 0.0311595 | val_loss: 0.0311635 | Time: 1051.26 ms [2022-04-11 13:46:06 main:574] : INFO : Epoch 2004 | loss: 0.0311601 | val_loss: 0.0311629 | Time: 1053.79 ms [2022-04-11 13:46:07 main:574] : INFO : Epoch 2005 | loss: 0.0311588 | val_loss: 0.0311654 | Time: 1045.76 ms [2022-04-11 13:46:08 main:574] : INFO : Epoch 2006 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 1055.64 ms [2022-04-11 13:46:09 main:574] : INFO : Epoch 2007 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 1045.56 ms [2022-04-11 13:46:10 main:574] : INFO : Epoch 2008 | loss: 0.0311638 | val_loss: 0.0311658 | Time: 1054.34 ms [2022-04-11 13:46:11 main:574] : INFO : Epoch 2009 | loss: 0.0311647 | val_loss: 0.0311658 | Time: 1047.57 ms [2022-04-11 13:46:13 main:574] : INFO : Epoch 2010 | loss: 0.0311627 | val_loss: 0.0311653 | Time: 1052.84 ms [2022-04-11 13:46:14 main:574] : INFO : Epoch 2011 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 1048.26 ms [2022-04-11 13:46:15 main:574] : INFO : Epoch 2012 | loss: 0.0311628 | val_loss: 0.0311645 | Time: 1053.64 ms [2022-04-11 13:46:16 main:574] : INFO : Epoch 2013 | loss: 0.0311638 | val_loss: 0.0311653 | Time: 1048.53 ms [2022-04-11 13:46:17 main:574] : INFO : Epoch 2014 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 1050.71 ms [2022-04-11 13:46:18 main:574] : INFO : Epoch 2015 | loss: 0.0311584 | val_loss: 0.031167 | Time: 1050.11 ms [2022-04-11 13:46:19 main:574] : INFO : Epoch 2016 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 1053.16 ms [2022-04-11 13:46:20 main:574] : INFO : Epoch 2017 | loss: 0.0311602 | val_loss: 0.0311725 | Time: 1046.74 ms [2022-04-11 13:46:22 main:574] : INFO : Epoch 2018 | loss: 0.0311608 | val_loss: 0.0311738 | Time: 1050.96 ms [2022-04-11 13:46:23 main:574] : INFO : Epoch 2019 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 1046.11 ms [2022-04-11 13:46:24 main:574] : INFO : Epoch 2020 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 1046.92 ms [2022-04-11 13:46:25 main:574] : INFO : Epoch 2021 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 1047.44 ms [2022-04-11 13:46:26 main:574] : INFO : Epoch 2022 | loss: 0.03116 | val_loss: 0.0311673 | Time: 1046.12 ms [2022-04-11 13:46:27 main:574] : INFO : Epoch 2023 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 1049.06 ms [2022-04-11 13:46:28 main:574] : INFO : Epoch 2024 | loss: 0.0311593 | val_loss: 0.031166 | Time: 1051.52 ms [2022-04-11 13:46:29 main:574] : INFO : Epoch 2025 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 1048.64 ms [2022-04-11 13:46:31 main:574] : INFO : Epoch 2026 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 1047.29 ms [2022-04-11 13:46:32 main:574] : INFO : Epoch 2027 | loss: 0.0311575 | val_loss: 0.031168 | Time: 1053.71 ms [2022-04-11 13:46:33 main:574] : INFO : Epoch 2028 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 1048.56 ms [2022-04-11 13:46:34 main:574] : INFO : Epoch 2029 | loss: 0.031163 | val_loss: 0.0311671 | Time: 1047.55 ms [2022-04-11 13:46:35 main:574] : INFO : Epoch 2030 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 1054.66 ms [2022-04-11 13:46:36 main:574] : INFO : Epoch 2031 | loss: 0.0311601 | val_loss: 0.0311647 | Time: 1047.5 ms [2022-04-11 13:46:37 main:574] : INFO : Epoch 2032 | loss: 0.031157 | val_loss: 0.0311651 | Time: 1049.99 ms [2022-04-11 13:46:39 main:574] : INFO : Epoch 2033 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 1047.82 ms [2022-04-11 13:46:40 main:574] : INFO : Epoch 2034 | loss: 0.0311617 | val_loss: 0.0311765 | Time: 1051.39 ms [2022-04-11 13:46:41 main:574] : INFO : Epoch 2035 | loss: 0.0311638 | val_loss: 0.0311649 | Time: 1046.2 ms [2022-04-11 13:46:42 main:574] : INFO : Epoch 2036 | loss: 0.0311611 | val_loss: 0.0311649 | Time: 1048.78 ms [2022-04-11 13:46:43 main:574] : INFO : Epoch 2037 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 1045.38 ms [2022-04-11 13:46:44 main:574] : INFO : Epoch 2038 | loss: 0.0311571 | val_loss: 0.0311657 | Time: 1050.1 ms [2022-04-11 13:46:45 main:574] : INFO : Epoch 2039 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1047.96 ms [2022-04-11 13:46:46 main:574] : INFO : Epoch 2040 | loss: 0.031159 | val_loss: 0.0311659 | Time: 1050.31 ms [2022-04-11 13:46:48 main:574] : INFO : Epoch 2041 | loss: 0.0311575 | val_loss: 0.031167 | Time: 1047.53 ms [2022-04-11 13:46:49 main:574] : INFO : Epoch 2042 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 1052.89 ms [2022-04-11 13:46:50 main:574] : INFO : Epoch 2043 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 1046.73 ms [2022-04-11 13:46:51 main:574] : INFO : Epoch 2044 | loss: 0.0311572 | val_loss: 0.0311695 | Time: 1051.43 ms [2022-04-11 13:46:52 main:574] : INFO : Epoch 2045 | loss: 0.0311567 | val_loss: 0.0311667 | Time: 1047.09 ms [2022-04-11 13:46:53 main:574] : INFO : Epoch 2046 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 1053.54 ms [2022-04-11 13:46:54 main:574] : INFO : Epoch 2047 | loss: 0.0311562 | val_loss: 0.0311687 | Time: 1049.13 ms [2022-04-11 13:46:55 main:574] : INFO : Epoch 2048 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 1050.55 ms [2022-04-11 13:46:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311729 [2022-04-11 13:46:56 main:603] : INFO : Saving end state to config to file [2022-04-11 13:46:56 main:608] : INFO : Success, exiting.. 13:46:56 (14968): 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)