Task 12622045
| Name | ParityModified-1645998086-16508-1-0_1 |
| Workunit | 9497057 |
| Created | 6 Mar 2022, 22:52:35 UTC |
| Sent | 6 Mar 2022, 23:12:27 UTC |
| Report deadline | 14 Mar 2022, 23:12:27 UTC |
| Received | 12 Mar 2022, 8:08:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 10 hours 12 min 26 sec |
| CPU time | 6 hours 46 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 41.6 ms [2022-03-11 22:50:25 main:574] : INFO : Epoch 1542 | loss: 0.0310118 | val_loss: 0.031267 | Time: 14611 ms [2022-03-11 22:50:40 main:574] : INFO : Epoch 1543 | loss: 0.0310117 | val_loss: 0.0312748 | Time: 14551 ms [2022-03-11 22:50:54 main:574] : INFO : Epoch 1544 | loss: 0.0310109 | val_loss: 0.0312736 | Time: 14162.5 ms [2022-03-11 22:51:08 main:574] : INFO : Epoch 1545 | loss: 0.031005 | val_loss: 0.0312719 | Time: 13889.6 ms [2022-03-11 22:51:22 main:574] : INFO : Epoch 1546 | loss: 0.0310064 | val_loss: 0.0312637 | Time: 13903.9 ms [2022-03-11 22:51:36 main:574] : INFO : Epoch 1547 | loss: 0.0310114 | val_loss: 0.03127 | Time: 13867 ms [2022-03-11 22:51:50 main:574] : INFO : Epoch 1548 | loss: 0.0310137 | val_loss: 0.0312682 | Time: 14119 ms [2022-03-11 22:52:04 main:574] : INFO : Epoch 1549 | loss: 0.0310128 | val_loss: 0.0312518 | Time: 14444.2 ms [2022-03-11 22:52:19 main:574] : INFO : Epoch 1550 | loss: 0.031012 | val_loss: 0.031268 | Time: 14453.9 ms [2022-03-11 22:52:33 main:574] : INFO : Epoch 1551 | loss: 0.0310124 | val_loss: 0.03128 | Time: 13644.5 ms [2022-03-11 22:52:47 main:574] : INFO : Epoch 1552 | loss: 0.0310122 | val_loss: 0.0312671 | Time: 14507.2 ms [2022-03-11 22:53:02 main:574] : INFO : Epoch 1553 | loss: 0.0310065 | val_loss: 0.0312791 | Time: 14811.5 ms [2022-03-11 22:53:17 main:574] : INFO : Epoch 1554 | loss: 0.0310156 | val_loss: 0.031268 | Time: 14818.5 ms [2022-03-11 22:53:31 main:574] : INFO : Epoch 1555 | loss: 0.0310078 | val_loss: 0.0312655 | Time: 13803.6 ms [2022-03-11 22:53:45 main:574] : INFO : Epoch 1556 | loss: 0.031006 | val_loss: 0.03128 | Time: 13897.1 ms [2022-03-11 22:53:59 main:574] : INFO : Epoch 1557 | loss: 0.0310001 | val_loss: 0.0312629 | Time: 14466 ms [2022-03-11 22:54:13 main:574] : INFO : Epoch 1558 | loss: 0.0310053 | val_loss: 0.0312808 | Time: 14146.7 ms [2022-03-11 22:54:28 main:574] : INFO : Epoch 1559 | loss: 0.0310079 | val_loss: 0.031264 | Time: 14051.4 ms [2022-03-11 22:54:42 main:574] : INFO : Epoch 1560 | loss: 0.0310171 | val_loss: 0.0312705 | Time: 14031.7 ms [2022-03-11 22:54:56 main:574] : INFO : Epoch 1561 | loss: 0.0310086 | val_loss: 0.0312837 | Time: 14335.6 ms [2022-03-11 22:55:10 main:574] : INFO : Epoch 1562 | loss: 0.0310031 | val_loss: 0.031279 | Time: 14476.2 ms [2022-03-11 22:55:25 main:574] : INFO : Epoch 1563 | loss: 0.0310032 | val_loss: 0.0312699 | Time: 14391.2 ms [2022-03-11 22:55:39 main:574] : INFO : Epoch 1564 | loss: 0.0310111 | val_loss: 0.0312757 | Time: 14218.6 ms [2022-03-11 22:55:55 main:574] : INFO : Epoch 1565 | loss: 0.0310079 | val_loss: 0.031284 | Time: 15855.8 ms [2022-03-11 22:56:12 main:574] : INFO : Epoch 1566 | loss: 0.0310107 | val_loss: 0.0312729 | Time: 16697.6 ms [2022-03-11 22:56:30 main:574] : INFO : Epoch 1567 | loss: 0.031007 | val_loss: 0.0312558 | Time: 18222.4 ms [2022-03-11 22:56:47 main:574] : INFO : Epoch 1568 | loss: 0.0310175 | val_loss: 0.0312509 | Time: 17173.8 ms [2022-03-11 22:57:02 main:574] : INFO : Epoch 1569 | loss: 0.0310097 | val_loss: 0.0312858 | Time: 14177.8 ms [2022-03-11 22:57:16 main:574] : INFO : Epoch 1570 | loss: 0.0310197 | val_loss: 0.0312638 | Time: 14909.8 ms [2022-03-11 22:57:31 main:574] : INFO : Epoch 1571 | loss: 0.0310039 | val_loss: 0.0312509 | Time: 14123.1 ms [2022-03-11 22:57:45 main:574] : INFO : Epoch 1572 | loss: 0.0310116 | val_loss: 0.0312652 | Time: 13988.1 ms [2022-03-11 22:57:59 main:574] : INFO : Epoch 1573 | loss: 0.0310119 | val_loss: 0.0312686 | Time: 14528 ms [2022-03-11 22:58:14 main:574] : INFO : Epoch 1574 | loss: 0.0310208 | val_loss: 0.0312646 | Time: 14117.4 ms [2022-03-11 22:58:28 main:574] : INFO : Epoch 1575 | loss: 0.0310147 | val_loss: 0.0313078 | Time: 14235.4 ms [2022-03-11 22:58:41 main:574] : INFO : Epoch 1576 | loss: 0.031017 | val_loss: 0.0312856 | Time: 13529.6 ms [2022-03-11 22:58:56 main:574] : INFO : Epoch 1577 | loss: 0.0310188 | val_loss: 0.0312653 | Time: 14494.5 ms [2022-03-11 22:59:10 main:574] : INFO : Epoch 1578 | loss: 0.0310114 | val_loss: 0.031269 | Time: 14368.2 ms [2022-03-11 22:59:24 main:574] : INFO : Epoch 1579 | loss: 0.0310124 | val_loss: 0.0312537 | Time: 13558.4 ms [2022-03-11 22:59:38 main:574] : INFO : Epoch 1580 | loss: 0.0310142 | val_loss: 0.031283 | Time: 14329 ms [2022-03-11 22:59:52 main:574] : INFO : Epoch 1581 | loss: 0.0310123 | val_loss: 0.0312659 | Time: 13806.4 ms [2022-03-11 23:00:06 main:574] : INFO : Epoch 1582 | loss: 0.0310109 | val_loss: 0.0312694 | Time: 14222.3 ms [2022-03-11 23:00:23 main:574] : INFO : Epoch 1583 | loss: 0.031009 | val_loss: 0.0312627 | Time: 16113.4 ms [2022-03-11 23:00:39 main:574] : INFO : Epoch 1584 | loss: 0.0310112 | val_loss: 0.0312586 | Time: 16566.1 ms [2022-03-11 23:00:55 main:574] : INFO : Epoch 1585 | loss: 0.0310106 | val_loss: 0.0312651 | Time: 15878.2 ms [2022-03-11 23:01:12 main:574] : INFO : Epoch 1586 | loss: 0.0310069 | val_loss: 0.0312431 | Time: 16761.8 ms [2022-03-11 23:01:30 main:574] : INFO : Epoch 1587 | loss: 0.0310169 | val_loss: 0.0312571 | Time: 18220.2 ms [2022-03-11 23:01:48 main:574] : INFO : Epoch 1588 | loss: 0.0310056 | val_loss: 0.0312909 | Time: 18133.1 ms [2022-03-11 23:02:06 main:574] : INFO : Epoch 1589 | loss: 0.0310016 | val_loss: 0.031275 | Time: 17999 ms [2022-03-11 23:02:23 main:574] : INFO : Epoch 1590 | loss: 0.0310072 | val_loss: 0.0312948 | Time: 16863.6 ms [2022-03-11 23:02:40 main:574] : INFO : Epoch 1591 | loss: 0.0310114 | val_loss: 0.0312664 | Time: 16214.4 ms [2022-03-11 23:02:57 main:574] : INFO : Epoch 1592 | loss: 0.031008 | val_loss: 0.031267 | Time: 17430.5 ms [2022-03-11 23:03:15 main:574] : INFO : Epoch 1593 | loss: 0.0310033 | val_loss: 0.0312831 | Time: 17678.8 ms [2022-03-11 23:03:32 main:574] : INFO : Epoch 1594 | loss: 0.0310098 | val_loss: 0.0312786 | Time: 17407.1 ms [2022-03-11 23:03:50 main:574] : INFO : Epoch 1595 | loss: 0.0310095 | val_loss: 0.0312777 | Time: 17862.5 ms [2022-03-11 23:04:07 main:574] : INFO : Epoch 1596 | loss: 0.0310035 | val_loss: 0.031273 | Time: 16701.4 ms [2022-03-11 23:04:25 main:574] : INFO : Epoch 1597 | loss: 0.0310117 | val_loss: 0.0312734 | Time: 17506.1 ms [2022-03-11 23:04:41 main:574] : INFO : Epoch 1598 | loss: 0.0310106 | val_loss: 0.0312705 | Time: 16412.4 ms [2022-03-11 23:04:58 main:574] : INFO : Epoch 1599 | loss: 0.0310118 | val_loss: 0.0312641 | Time: 17072.3 ms [2022-03-11 23:05:16 main:574] : INFO : Epoch 1600 | loss: 0.0310102 | val_loss: 0.031263 | Time: 17631.6 ms [2022-03-11 23:05:32 main:574] : INFO : Epoch 1601 | loss: 0.031014 | val_loss: 0.0312807 | Time: 16297 ms [2022-03-11 23:05:50 main:574] : INFO : Epoch 1602 | loss: 0.031013 | val_loss: 0.0312591 | Time: 17536 ms [2022-03-11 23:06:07 main:574] : INFO : Epoch 1603 | loss: 0.0310076 | val_loss: 0.0312674 | Time: 17479.5 ms [2022-03-11 23:06:24 main:574] : INFO : Epoch 1604 | loss: 0.0310055 | val_loss: 0.0312938 | Time: 16184.3 ms [2022-03-11 23:06:41 main:574] : INFO : Epoch 1605 | loss: 0.031005 | val_loss: 0.0312729 | Time: 17522 ms [2022-03-11 23:06:59 main:574] : INFO : Epoch 1606 | loss: 0.0310004 | val_loss: 0.0312697 | Time: 18173.6 ms [2022-03-11 23:07:16 main:574] : INFO : Epoch 1607 | loss: 0.0310076 | val_loss: 0.0312754 | Time: 16663.1 ms [2022-03-11 23:07:33 main:574] : INFO : Epoch 1608 | loss: 0.0310057 | val_loss: 0.0312956 | Time: 17192.1 ms [2022-03-11 23:07:51 main:574] : INFO : Epoch 1609 | loss: 0.0310089 | val_loss: 0.0312644 | Time: 17868.7 ms [2022-03-11 23:08:09 main:574] : INFO : Epoch 1610 | loss: 0.0310083 | val_loss: 0.031264 | Time: 17540.6 ms [2022-03-11 23:08:26 main:574] : INFO : Epoch 1611 | loss: 0.0310075 | val_loss: 0.0312845 | Time: 16522.7 ms [2022-03-11 23:08:42 main:574] : INFO : Epoch 1612 | loss: 0.0310138 | val_loss: 0.0312904 | Time: 16232.5 ms [2022-03-11 23:09:00 main:574] : INFO : Epoch 1613 | loss: 0.0310106 | val_loss: 0.0312945 | Time: 17810.9 ms [2022-03-11 23:09:17 main:574] : INFO : Epoch 1614 | loss: 0.031016 | val_loss: 0.0312671 | Time: 17399.5 ms [2022-03-11 23:09:35 main:574] : INFO : Epoch 1615 | loss: 0.0310082 | val_loss: 0.0312561 | Time: 17582.9 ms [2022-03-11 23:09:52 main:574] : INFO : Epoch 1616 | loss: 0.031014 | val_loss: 0.0312846 | Time: 17207.6 ms [2022-03-11 23:10:10 main:574] : INFO : Epoch 1617 | loss: 0.0310068 | val_loss: 0.0312729 | Time: 17578.3 ms [2022-03-11 23:10:26 main:574] : INFO : Epoch 1618 | loss: 0.0310078 | val_loss: 0.0312725 | Time: 16232.1 ms [2022-03-11 23:10:42 main:574] : INFO : Epoch 1619 | loss: 0.0310167 | val_loss: 0.0312888 | Time: 16022.3 ms [2022-03-11 23:11:00 main:574] : INFO : Epoch 1620 | loss: 0.0310147 | val_loss: 0.031272 | Time: 17951.6 ms [2022-03-11 23:11:18 main:574] : INFO : Epoch 1621 | loss: 0.0310253 | val_loss: 0.031241 | Time: 17468.6 ms [2022-03-11 23:11:35 main:574] : INFO : Epoch 1622 | loss: 0.0310196 | val_loss: 0.0312636 | Time: 17577.4 ms [2022-03-11 23:11:51 main:574] : INFO : Epoch 1623 | loss: 0.0310091 | val_loss: 0.0312569 | Time: 16025.4 ms [2022-03-11 23:12:08 main:574] : INFO : Epoch 1624 | loss: 0.031007 | val_loss: 0.0312933 | Time: 17046.3 ms [2022-03-11 23:12:26 main:574] : INFO : Epoch 1625 | loss: 0.0310015 | val_loss: 0.0312807 | Time: 17528.5 ms [2022-03-11 23:12:43 main:574] : INFO : Epoch 1626 | loss: 0.0309986 | val_loss: 0.0312848 | Time: 16752 ms [2022-03-11 23:13:00 main:574] : INFO : Epoch 1627 | loss: 0.0310048 | val_loss: 0.0312674 | Time: 17189.7 ms [2022-03-11 23:13:18 main:574] : INFO : Epoch 1628 | loss: 0.0310077 | val_loss: 0.0313031 | Time: 17701.8 ms [2022-03-11 23:13:35 main:574] : INFO : Epoch 1629 | loss: 0.0310088 | val_loss: 0.0312634 | Time: 17030 ms [2022-03-11 23:13:51 main:574] : INFO : Epoch 1630 | loss: 0.0310061 | val_loss: 0.0312668 | Time: 16246.8 ms [2022-03-11 23:14:09 main:574] : INFO : Epoch 1631 | loss: 0.0310066 | val_loss: 0.0312724 | Time: 17942.4 ms [2022-03-11 23:14:27 main:574] : INFO : Epoch 1632 | loss: 0.0310151 | val_loss: 0.0312775 | Time: 17315.2 ms [2022-03-11 23:14:43 main:574] : INFO : Epoch 1633 | loss: 0.0310097 | val_loss: 0.0312745 | Time: 16445.1 ms [2022-03-11 23:15:01 main:574] : INFO : Epoch 1634 | loss: 0.0310058 | val_loss: 0.0312963 | Time: 17676.1 ms [2022-03-11 23:15:17 main:574] : INFO : Epoch 1635 | loss: 0.0310107 | val_loss: 0.031264 | Time: 16646.1 ms [2022-03-11 23:15:33 main:574] : INFO : Epoch 1636 | loss: 0.0310152 | val_loss: 0.0312683 | Time: 15926.8 ms [2022-03-11 23:15:51 main:574] : INFO : Epoch 1637 | loss: 0.0310212 | val_loss: 0.0312751 | Time: 17943.2 ms [2022-03-11 23:16:10 main:574] : INFO : Epoch 1638 | loss: 0.0310123 | val_loss: 0.0312897 | Time: 18125.9 ms [2022-03-11 23:16:26 main:574] : INFO : Epoch 1639 | loss: 0.0310116 | val_loss: 0.0312914 | Time: 16765.3 ms [2022-03-11 23:16:43 main:574] : INFO : Epoch 1640 | loss: 0.0310083 | val_loss: 0.0312849 | Time: 16427.5 ms [2022-03-11 23:17:00 main:574] : INFO : Epoch 1641 | loss: 0.0310141 | val_loss: 0.0312694 | Time: 17536.4 ms [2022-03-11 23:17:17 main:574] : INFO : Epoch 1642 | loss: 0.031013 | val_loss: 0.0312695 | Time: 16625.7 ms [2022-03-11 23:17:34 main:574] : INFO : Epoch 1643 | loss: 0.0310054 | val_loss: 0.0312831 | Time: 16356.8 ms [2022-03-11 23:17:51 main:574] : INFO : Epoch 1644 | loss: 0.031007 | val_loss: 0.0312739 | Time: 17407.7 ms [2022-03-11 23:18:08 main:574] : INFO : Epoch 1645 | loss: 0.031011 | val_loss: 0.0312998 | Time: 17331.4 ms [2022-03-11 23:18:25 main:574] : INFO : Epoch 1646 | loss: 0.0310112 | val_loss: 0.0312641 | Time: 16977 ms [2022-03-11 23:18:43 main:574] : INFO : Epoch 1647 | loss: 0.0310081 | val_loss: 0.0312536 | Time: 17075.3 ms [2022-03-11 23:19:00 main:574] : INFO : Epoch 1648 | loss: 0.0310083 | val_loss: 0.0312716 | Time: 17150.9 ms [2022-03-11 23:19:17 main:574] : INFO : Epoch 1649 | loss: 0.0310062 | val_loss: 0.0312515 | Time: 16680.5 ms [2022-03-11 23:19:33 main:574] : INFO : Epoch 1650 | loss: 0.0310056 | val_loss: 0.0312834 | Time: 16608.4 ms [2022-03-11 23:19:51 main:574] : INFO : Epoch 1651 | loss: 0.0310109 | val_loss: 0.0312695 | Time: 17721.3 ms [2022-03-11 23:20:08 main:574] : INFO : Epoch 1652 | loss: 0.0310152 | val_loss: 0.0312935 | Time: 16848.3 ms [2022-03-11 23:20:25 main:574] : INFO : Epoch 1653 | loss: 0.0310113 | val_loss: 0.0312801 | Time: 16712.2 ms [2022-03-11 23:20:41 main:574] : INFO : Epoch 1654 | loss: 0.0310055 | val_loss: 0.0312665 | Time: 16277.2 ms [2022-03-11 23:20:57 main:574] : INFO : Epoch 1655 | loss: 0.0310239 | val_loss: 0.0312557 | Time: 15567.8 ms [2022-03-11 23:21:13 main:574] : INFO : Epoch 1656 | loss: 0.0310186 | val_loss: 0.0312708 | Time: 16408.8 ms [2022-03-11 23:21:31 main:574] : INFO : Epoch 1657 | loss: 0.031012 | val_loss: 0.0312897 | Time: 17878.6 ms [2022-03-11 23:21:49 main:574] : INFO : Epoch 1658 | loss: 0.0310081 | val_loss: 0.0312672 | Time: 17516.4 ms [2022-03-11 23:22:05 main:574] : INFO : Epoch 1659 | loss: 0.0310019 | val_loss: 0.0312826 | Time: 16374.3 ms [2022-03-11 23:22:22 main:574] : INFO : Epoch 1660 | loss: 0.0310114 | val_loss: 0.0312732 | Time: 16910 ms [2022-03-11 23:22:39 main:574] : INFO : Epoch 1661 | loss: 0.0310069 | val_loss: 0.0312976 | Time: 16800 ms [2022-03-11 23:22:56 main:574] : INFO : Epoch 1662 | loss: 0.0310041 | val_loss: 0.0312684 | Time: 17088.5 ms [2022-03-11 23:23:14 main:574] : INFO : Epoch 1663 | loss: 0.0310012 | val_loss: 0.0312887 | Time: 18204.2 ms [2022-03-11 23:23:32 main:574] : INFO : Epoch 1664 | loss: 0.0310028 | val_loss: 0.0312623 | Time: 17869.5 ms [2022-03-11 23:23:49 main:574] : INFO : Epoch 1665 | loss: 0.0310082 | val_loss: 0.0312742 | Time: 16800.1 ms [2022-03-11 23:24:06 main:574] : INFO : Epoch 1666 | loss: 0.0310084 | val_loss: 0.0312914 | Time: 16836.8 ms [2022-03-11 23:24:23 main:574] : INFO : Epoch 1667 | loss: 0.0310026 | val_loss: 0.0312694 | Time: 16819.9 ms [2022-03-11 23:24:40 main:574] : INFO : Epoch 1668 | loss: 0.0310127 | val_loss: 0.0312778 | Time: 17014.1 ms [2022-03-11 23:24:57 main:574] : INFO : Epoch 1669 | loss: 0.0310079 | val_loss: 0.031279 | Time: 17430 ms [2022-03-11 23:25:14 main:574] : INFO : Epoch 1670 | loss: 0.0310069 | val_loss: 0.0312596 | Time: 16216.9 ms [2022-03-11 23:25:31 main:574] : INFO : Epoch 1671 | loss: 0.0310114 | val_loss: 0.0312707 | Time: 17398.8 ms [2022-03-11 23:25:48 main:574] : INFO : Epoch 1672 | loss: 0.0310145 | val_loss: 0.0312662 | Time: 17138.4 ms [2022-03-11 23:26:05 main:574] : INFO : Epoch 1673 | loss: 0.0310126 | val_loss: 0.0312723 | Time: 16487.6 ms [2022-03-11 23:26:22 main:574] : INFO : Epoch 1674 | loss: 0.0310078 | val_loss: 0.0312711 | Time: 16585.8 ms [2022-03-11 23:26:40 main:574] : INFO : Epoch 1675 | loss: 0.0310135 | val_loss: 0.0312843 | Time: 17994.1 ms [2022-03-11 23:26:56 main:574] : INFO : Epoch 1676 | loss: 0.0310147 | val_loss: 0.0312799 | Time: 16200.2 ms [2022-03-11 23:27:13 main:574] : INFO : Epoch 1677 | loss: 0.0310122 | val_loss: 0.0312683 | Time: 17229.5 ms [2022-03-11 23:27:31 main:574] : INFO : Epoch 1678 | loss: 0.0310179 | val_loss: 0.0312693 | Time: 17488.9 ms [2022-03-11 23:27:48 main:574] : INFO : Epoch 1679 | loss: 0.0310164 | val_loss: 0.0312779 | Time: 17581.7 ms [2022-03-11 23:28:05 main:574] : INFO : Epoch 1680 | loss: 0.0310123 | val_loss: 0.0312797 | Time: 16836.9 ms [2022-03-11 23:28:22 main:574] : INFO : Epoch 1681 | loss: 0.031006 | val_loss: 0.0312636 | Time: 16828.7 ms [2022-03-11 23:28:38 main:574] : INFO : Epoch 1682 | loss: 0.0310108 | val_loss: 0.0312714 | Time: 15821.4 ms [2022-03-11 23:28:54 main:574] : INFO : Epoch 1683 | loss: 0.0310131 | val_loss: 0.0312853 | Time: 16400.7 ms [2022-03-11 23:29:11 main:574] : INFO : Epoch 1684 | loss: 0.0310166 | val_loss: 0.031268 | Time: 16955.2 ms [2022-03-11 23:29:28 main:574] : INFO : Epoch 1685 | loss: 0.0310129 | val_loss: 0.0312773 | Time: 16840.1 ms [2022-03-11 23:29:45 main:574] : INFO : Epoch 1686 | loss: 0.0310028 | val_loss: 0.0312942 | Time: 16646.4 ms [2022-03-11 23:30:03 main:574] : INFO : Epoch 1687 | loss: 0.0310028 | val_loss: 0.0312899 | Time: 17544.3 ms [2022-03-11 23:30:20 main:574] : INFO : Epoch 1688 | loss: 0.0310022 | val_loss: 0.0312766 | Time: 17149.4 ms [2022-03-11 23:30:36 main:574] : INFO : Epoch 1689 | loss: 0.0310089 | val_loss: 0.0312799 | Time: 16174 ms [2022-03-11 23:30:53 main:574] : INFO : Epoch 1690 | loss: 0.0310102 | val_loss: 0.031282 | Time: 16666.7 ms [2022-03-11 23:31:10 main:574] : INFO : Epoch 1691 | loss: 0.0310079 | val_loss: 0.0312588 | Time: 16766.1 ms [2022-03-11 23:31:27 main:574] : INFO : Epoch 1692 | loss: 0.0310105 | val_loss: 0.031279 | Time: 17314.4 ms [2022-03-11 23:31:48 main:574] : INFO : Epoch 1693 | loss: 0.0310092 | val_loss: 0.0312878 | Time: 21110.7 ms [2022-03-11 23:32:06 main:574] : INFO : Epoch 1694 | loss: 0.0310109 | val_loss: 0.0312832 | Time: 17193.6 ms [2022-03-11 23:32:24 main:574] : INFO : Epoch 1695 | loss: 0.0310102 | val_loss: 0.0312909 | Time: 18571.4 ms [2022-03-11 23:32:41 main:574] : INFO : Epoch 1696 | loss: 0.0310097 | val_loss: 0.0312958 | Time: 17209.4 ms [2022-03-11 23:33:00 main:574] : INFO : Epoch 1697 | loss: 0.0310152 | val_loss: 0.0312831 | Time: 18065.2 ms [2022-03-11 23:33:20 main:574] : INFO : Epoch 1698 | loss: 0.0310103 | val_loss: 0.0312745 | Time: 20314.4 ms [2022-03-11 23:33:38 main:574] : INFO : Epoch 1699 | loss: 0.0310075 | val_loss: 0.0312856 | Time: 17563.6 ms [2022-03-11 23:33:58 main:574] : INFO : Epoch 1700 | loss: 0.0310024 | val_loss: 0.0313024 | Time: 20284.5 ms [2022-03-11 23:34:18 main:574] : INFO : Epoch 1701 | loss: 0.0310099 | val_loss: 0.0312954 | Time: 19830.4 ms [2022-03-11 23:34:39 main:574] : INFO : Epoch 1702 | loss: 0.0310108 | val_loss: 0.0312698 | Time: 20992.2 ms [2022-03-11 23:34:57 main:574] : INFO : Epoch 1703 | loss: 0.0310104 | val_loss: 0.0312857 | Time: 17711 ms [2022-03-11 23:35:14 main:574] : INFO : Epoch 1704 | loss: 0.031008 | val_loss: 0.031284 | Time: 17417.6 ms [2022-03-11 23:35:31 main:574] : INFO : Epoch 1705 | loss: 0.0310128 | val_loss: 0.0312543 | Time: 17423.1 ms [2022-03-11 23:35:49 main:574] : INFO : Epoch 1706 | loss: 0.0310104 | val_loss: 0.0312746 | Time: 17337.2 ms [2022-03-11 23:36:05 main:574] : INFO : Epoch 1707 | loss: 0.031009 | val_loss: 0.0312781 | Time: 15824.4 ms [2022-03-11 23:36:22 main:574] : INFO : Epoch 1708 | loss: 0.0310046 | val_loss: 0.0312896 | Time: 17218.6 ms [2022-03-11 23:36:38 main:574] : INFO : Epoch 1709 | loss: 0.0310049 | val_loss: 0.0312869 | Time: 16009.2 ms [2022-03-11 23:36:55 main:574] : INFO : Epoch 1710 | loss: 0.0310089 | val_loss: 0.0312852 | Time: 16722.3 ms [2022-03-11 23:37:13 main:574] : INFO : Epoch 1711 | loss: 0.0310145 | val_loss: 0.0312798 | Time: 18330.6 ms [2022-03-11 23:37:30 main:574] : INFO : Epoch 1712 | loss: 0.0310035 | val_loss: 0.0312736 | Time: 16588.3 ms [2022-03-11 23:37:46 main:574] : INFO : Epoch 1713 | loss: 0.0310042 | val_loss: 0.031287 | Time: 16059.1 ms [2022-03-11 23:38:04 main:574] : INFO : Epoch 1714 | loss: 0.0310059 | val_loss: 0.0312741 | Time: 17476.5 ms [2022-03-11 23:38:20 main:574] : INFO : Epoch 1715 | loss: 0.0310051 | val_loss: 0.0312852 | Time: 15825.2 ms [2022-03-11 23:38:38 main:574] : INFO : Epoch 1716 | loss: 0.0310041 | val_loss: 0.0312744 | Time: 18036.3 ms [2022-03-11 23:38:55 main:574] : INFO : Epoch 1717 | loss: 0.0310009 | val_loss: 0.0313037 | Time: 17228.4 ms [2022-03-11 23:39:13 main:574] : INFO : Epoch 1718 | loss: 0.0310066 | val_loss: 0.0312868 | Time: 18028.8 ms [2022-03-11 23:39:30 main:574] : INFO : Epoch 1719 | loss: 0.0310116 | val_loss: 0.0312612 | Time: 17162.8 ms [2022-03-11 23:39:48 main:574] : INFO : Epoch 1720 | loss: 0.0310057 | val_loss: 0.0312704 | Time: 17464.8 ms [2022-03-11 23:40:05 main:574] : INFO : Epoch 1721 | loss: 0.0310102 | val_loss: 0.0312642 | Time: 16989.6 ms [2022-03-11 23:40:23 main:574] : INFO : Epoch 1722 | loss: 0.0310055 | val_loss: 0.0312763 | Time: 18186.3 ms [2022-03-11 23:40:41 main:574] : INFO : Epoch 1723 | loss: 0.0310143 | val_loss: 0.0312751 | Time: 18004.3 ms [2022-03-11 23:40:59 main:574] : INFO : Epoch 1724 | loss: 0.0310088 | val_loss: 0.0312752 | Time: 17776.3 ms [2022-03-11 23:41:15 main:574] : INFO : Epoch 1725 | loss: 0.0310053 | val_loss: 0.0312842 | Time: 15641.3 ms [2022-03-11 23:41:30 main:574] : INFO : Epoch 1726 | loss: 0.0310126 | val_loss: 0.0313 | Time: 15197.6 ms [2022-03-11 23:41:46 main:574] : INFO : Epoch 1727 | loss: 0.0310239 | val_loss: 0.0312593 | Time: 15828.4 ms [2022-03-11 23:42:04 main:574] : INFO : Epoch 1728 | loss: 0.0310111 | val_loss: 0.0312675 | Time: 17942.7 ms [2022-03-11 23:42:22 main:574] : INFO : Epoch 1729 | loss: 0.031013 | val_loss: 0.0312685 | Time: 17848.1 ms [2022-03-11 23:42:40 main:574] : INFO : Epoch 1730 | loss: 0.0310085 | val_loss: 0.0312819 | Time: 17926.7 ms [2022-03-11 23:42:56 main:574] : INFO : Epoch 1731 | loss: 0.0310066 | val_loss: 0.0312749 | Time: 15957.4 ms [2022-03-11 23:43:14 main:574] : INFO : Epoch 1732 | loss: 0.0310061 | val_loss: 0.0312861 | Time: 18051.6 ms [2022-03-11 23:43:36 main:574] : INFO : Epoch 1733 | loss: 0.0310065 | val_loss: 0.0312808 | Time: 22572.7 ms [2022-03-11 23:43:54 main:574] : INFO : Epoch 1734 | loss: 0.0310101 | val_loss: 0.0312754 | Time: 17276.3 ms [2022-03-11 23:44:11 main:574] : INFO : Epoch 1735 | loss: 0.0310094 | val_loss: 0.0312674 | Time: 17466.3 ms [2022-03-11 23:44:30 main:574] : INFO : Epoch 1736 | loss: 0.0310085 | val_loss: 0.0312763 | Time: 18260.5 ms [2022-03-11 23:44:47 main:574] : INFO : Epoch 1737 | loss: 0.0310014 | val_loss: 0.0312742 | Time: 17346.6 ms [2022-03-11 23:45:04 main:574] : INFO : Epoch 1738 | loss: 0.0310025 | val_loss: 0.0312801 | Time: 17408.8 ms [2022-03-11 23:45:22 main:574] : INFO : Epoch 1739 | loss: 0.0310089 | val_loss: 0.0312835 | Time: 17532.9 ms [2022-03-11 23:45:40 main:574] : INFO : Epoch 1740 | loss: 0.0310083 | val_loss: 0.0312956 | Time: 17591.3 ms [2022-03-11 23:45:56 main:574] : INFO : Epoch 1741 | loss: 0.0310044 | val_loss: 0.0312629 | Time: 16728.5 ms [2022-03-11 23:46:14 main:574] : INFO : Epoch 1742 | loss: 0.0310129 | val_loss: 0.0312548 | Time: 17702.6 ms [2022-03-11 23:46:31 main:574] : INFO : Epoch 1743 | loss: 0.0310201 | val_loss: 0.0312486 | Time: 16735.9 ms [2022-03-11 23:46:48 main:574] : INFO : Epoch 1744 | loss: 0.0310138 | val_loss: 0.0312826 | Time: 17225.3 ms [2022-03-11 23:47:06 main:574] : INFO : Epoch 1745 | loss: 0.0310131 | val_loss: 0.03128 | Time: 17799.9 ms [2022-03-11 23:47:25 main:574] : INFO : Epoch 1746 | loss: 0.0310001 | val_loss: 0.0312776 | Time: 18814.9 ms [2022-03-11 23:47:43 main:574] : INFO : Epoch 1747 | loss: 0.0310024 | val_loss: 0.0312731 | Time: 17518.3 ms [2022-03-11 23:48:00 main:574] : INFO : Epoch 1748 | loss: 0.0310083 | val_loss: 0.0312744 | Time: 17105.4 ms [2022-03-11 23:48:17 main:574] : INFO : Epoch 1749 | loss: 0.0310071 | val_loss: 0.0312578 | Time: 16985.4 ms [2022-03-11 23:48:35 main:574] : INFO : Epoch 1750 | loss: 0.031002 | val_loss: 0.0312707 | Time: 17900.3 ms [2022-03-11 23:48:51 main:574] : INFO : Epoch 1751 | loss: 0.0310072 | val_loss: 0.0312705 | Time: 16563.3 ms [2022-03-11 23:49:08 main:574] : INFO : Epoch 1752 | loss: 0.0310165 | val_loss: 0.031267 | Time: 17085.6 ms [2022-03-11 23:49:27 main:574] : INFO : Epoch 1753 | loss: 0.0310125 | val_loss: 0.0312776 | Time: 18066.6 ms [2022-03-11 23:49:44 main:574] : INFO : Epoch 1754 | loss: 0.0310119 | val_loss: 0.0312745 | Time: 17352.6 ms [2022-03-11 23:50:02 main:574] : INFO : Epoch 1755 | loss: 0.03101 | val_loss: 0.0312514 | Time: 17910.6 ms [2022-03-11 23:50:19 main:574] : INFO : Epoch 1756 | loss: 0.0310216 | val_loss: 0.0312612 | Time: 17390.2 ms [2022-03-11 23:50:37 main:574] : INFO : Epoch 1757 | loss: 0.0310088 | val_loss: 0.0312636 | Time: 17892.8 ms [2022-03-11 23:50:55 main:574] : INFO : Epoch 1758 | loss: 0.0310104 | val_loss: 0.0312848 | Time: 17711.5 ms [2022-03-11 23:51:13 main:574] : INFO : Epoch 1759 | loss: 0.0310101 | val_loss: 0.0312827 | Time: 17459.5 ms [2022-03-11 23:51:30 main:574] : INFO : Epoch 1760 | loss: 0.0310065 | val_loss: 0.0312822 | Time: 17741.7 ms [2022-03-11 23:51:49 main:574] : INFO : Epoch 1761 | loss: 0.0310056 | val_loss: 0.0312831 | Time: 18111.5 ms [2022-03-11 23:52:06 main:574] : INFO : Epoch 1762 | loss: 0.0310099 | val_loss: 0.0313081 | Time: 17713.5 ms [2022-03-11 23:52:24 main:574] : INFO : Epoch 1763 | loss: 0.0310126 | val_loss: 0.0312721 | Time: 17810.2 ms [2022-03-11 23:52:41 main:574] : INFO : Epoch 1764 | loss: 0.0310046 | val_loss: 0.0312617 | Time: 17120.8 ms [2022-03-11 23:52:58 main:574] : INFO : Epoch 1765 | loss: 0.0310017 | val_loss: 0.0312718 | Time: 16843.1 ms [2022-03-11 23:53:16 main:574] : INFO : Epoch 1766 | loss: 0.0310153 | val_loss: 0.0312662 | Time: 17592.9 ms [2022-03-11 23:53:33 main:574] : INFO : Epoch 1767 | loss: 0.03101 | val_loss: 0.0312686 | Time: 17452.8 ms [2022-03-11 23:53:52 main:574] : INFO : Epoch 1768 | loss: 0.0310101 | val_loss: 0.0312677 | Time: 18204.5 ms [2022-03-11 23:54:08 main:574] : INFO : Epoch 1769 | loss: 0.0310083 | val_loss: 0.0312906 | Time: 16541.2 ms [2022-03-11 23:54:26 main:574] : INFO : Epoch 1770 | loss: 0.0310066 | val_loss: 0.0312756 | Time: 17646.6 ms [2022-03-11 23:54:43 main:574] : INFO : Epoch 1771 | loss: 0.0310093 | val_loss: 0.0312814 | Time: 16763.9 ms [2022-03-11 23:55:00 main:574] : INFO : Epoch 1772 | loss: 0.031009 | val_loss: 0.0312772 | Time: 16947.2 ms [2022-03-11 23:55:18 main:574] : INFO : Epoch 1773 | loss: 0.0310084 | val_loss: 0.0312796 | Time: 18196.7 ms [2022-03-11 23:55:35 main:574] : INFO : Epoch 1774 | loss: 0.0310103 | val_loss: 0.031269 | Time: 17330.4 ms [2022-03-11 23:55:53 main:574] : INFO : Epoch 1775 | loss: 0.0310099 | val_loss: 0.0312704 | Time: 16936 ms [2022-03-11 23:56:10 main:574] : INFO : Epoch 1776 | loss: 0.0310114 | val_loss: 0.031265 | Time: 17306.4 ms [2022-03-11 23:56:26 main:574] : INFO : Epoch 1777 | loss: 0.0310139 | val_loss: 0.0312582 | Time: 16339.1 ms [2022-03-11 23:56:45 main:574] : INFO : Epoch 1778 | loss: 0.0310151 | val_loss: 0.0312684 | Time: 18830.6 ms [2022-03-11 23:57:09 main:574] : INFO : Epoch 1779 | loss: 0.0310134 | val_loss: 0.0312521 | Time: 24143.1 ms [2022-03-11 23:57:36 main:574] : INFO : Epoch 1780 | loss: 0.0310188 | val_loss: 0.0312571 | Time: 26309.6 ms [2022-03-11 23:57:56 main:574] : INFO : Epoch 1781 | loss: 0.0310069 | val_loss: 0.031274 | Time: 19578 ms [2022-03-11 23:58:14 main:574] : INFO : Epoch 1782 | loss: 0.0310056 | val_loss: 0.0313015 | Time: 17988.7 ms [2022-03-11 23:58:32 main:574] : INFO : Epoch 1783 | loss: 0.0310043 | val_loss: 0.0312797 | Time: 18406 ms [2022-03-11 23:58:50 main:574] : INFO : Epoch 1784 | loss: 0.0310082 | val_loss: 0.0312712 | Time: 17736.4 ms [2022-03-11 23:59:07 main:574] : INFO : Epoch 1785 | loss: 0.0310084 | val_loss: 0.0312769 | Time: 17114.2 ms [2022-03-11 23:59:25 main:574] : INFO : Epoch 1786 | loss: 0.0310015 | val_loss: 0.0312871 | Time: 17993.1 ms [2022-03-11 23:59:42 main:574] : INFO : Epoch 1787 | loss: 0.0310057 | val_loss: 0.0312714 | Time: 17185.6 ms [2022-03-11 23:59:59 main:574] : INFO : Epoch 1788 | loss: 0.0310052 | val_loss: 0.0312731 | Time: 17169.4 ms [2022-03-12 00:00:17 main:574] : INFO : Epoch 1789 | loss: 0.0310146 | val_loss: 0.0312757 | Time: 17227.2 ms [2022-03-12 00:00:35 main:574] : INFO : Epoch 1790 | loss: 0.0310078 | val_loss: 0.0312822 | Time: 17994.3 ms [2022-03-12 00:00:52 main:574] : INFO : Epoch 1791 | loss: 0.0310079 | val_loss: 0.0312854 | Time: 16764.1 ms [2022-03-12 00:01:09 main:574] : INFO : Epoch 1792 | loss: 0.0310108 | val_loss: 0.0312789 | Time: 17250.2 ms [2022-03-12 00:01:26 main:574] : INFO : Epoch 1793 | loss: 0.031009 | val_loss: 0.0312733 | Time: 17496.5 ms [2022-03-12 00:01:44 main:574] : INFO : Epoch 1794 | loss: 0.0310074 | val_loss: 0.0312678 | Time: 17484 ms [2022-03-12 00:02:02 main:574] : INFO : Epoch 1795 | loss: 0.0310157 | val_loss: 0.0312836 | Time: 17893.1 ms [2022-03-12 00:02:21 main:574] : INFO : Epoch 1796 | loss: 0.0310058 | val_loss: 0.031286 | Time: 18603 ms [2022-03-12 00:02:37 main:574] : INFO : Epoch 1797 | loss: 0.0310032 | val_loss: 0.0312767 | Time: 16842.5 ms [2022-03-12 00:02:56 main:574] : INFO : Epoch 1798 | loss: 0.0310118 | val_loss: 0.0312423 | Time: 18131.8 ms [2022-03-12 00:03:13 main:574] : INFO : Epoch 1799 | loss: 0.0310114 | val_loss: 0.0312644 | Time: 17848.8 ms [2022-03-12 00:03:31 main:574] : INFO : Epoch 1800 | loss: 0.0310077 | val_loss: 0.0312903 | Time: 17301.9 ms [2022-03-12 00:03:48 main:574] : INFO : Epoch 1801 | loss: 0.031009 | val_loss: 0.0312731 | Time: 17098.7 ms [2022-03-12 00:04:06 main:574] : INFO : Epoch 1802 | loss: 0.0310069 | val_loss: 0.0312755 | Time: 18005.8 ms [2022-03-12 00:04:26 main:574] : INFO : Epoch 1803 | loss: 0.031001 | val_loss: 0.0312782 | Time: 19623.5 ms [2022-03-12 00:04:50 main:574] : INFO : Epoch 1804 | loss: 0.0310032 | val_loss: 0.0312619 | Time: 24468.3 ms [2022-03-12 00:05:17 main:574] : INFO : Epoch 1805 | loss: 0.0310046 | val_loss: 0.0312977 | Time: 26488.7 ms [2022-03-12 00:05:42 main:574] : INFO : Epoch 1806 | loss: 0.0310032 | val_loss: 0.0312992 | Time: 25161 ms [2022-03-12 00:06:07 main:574] : INFO : Epoch 1807 | loss: 0.03101 | val_loss: 0.0312724 | Time: 25215.2 ms [2022-03-12 00:06:31 main:574] : INFO : Epoch 1808 | loss: 0.0310074 | val_loss: 0.0312734 | Time: 23860.3 ms [2022-03-12 00:06:52 main:574] : INFO : Epoch 1809 | loss: 0.0310178 | val_loss: 0.0312729 | Time: 20546.4 ms [2022-03-12 00:07:17 main:574] : INFO : Epoch 1810 | loss: 0.0310151 | val_loss: 0.0312778 | Time: 24856.8 ms [2022-03-12 00:07:36 main:574] : INFO : Epoch 1811 | loss: 0.0310158 | val_loss: 0.0312839 | Time: 18918.6 ms [2022-03-12 00:07:51 main:574] : INFO : Epoch 1812 | loss: 0.0310102 | val_loss: 0.0312543 | Time: 14989.1 ms [2022-03-12 00:08:06 main:574] : INFO : Epoch 1813 | loss: 0.0310031 | val_loss: 0.0312722 | Time: 15535.6 ms [2022-03-12 00:08:23 main:574] : INFO : Epoch 1814 | loss: 0.0310066 | val_loss: 0.0312748 | Time: 16289.7 ms [2022-03-12 00:08:41 main:574] : INFO : Epoch 1815 | loss: 0.0310138 | val_loss: 0.0312421 | Time: 17738.1 ms [2022-03-12 00:08:57 main:574] : INFO : Epoch 1816 | loss: 0.0310199 | val_loss: 0.0312582 | Time: 16080.2 ms [2022-03-12 00:09:14 main:574] : INFO : Epoch 1817 | loss: 0.0310103 | val_loss: 0.0312486 | Time: 16817.2 ms [2022-03-12 00:09:32 main:574] : INFO : Epoch 1818 | loss: 0.0310051 | val_loss: 0.0312781 | Time: 17964.1 ms [2022-03-12 00:09:49 main:574] : INFO : Epoch 1819 | loss: 0.0310077 | val_loss: 0.0312614 | Time: 17327 ms [2022-03-12 00:10:08 main:574] : INFO : Epoch 1820 | loss: 0.0310096 | val_loss: 0.031271 | Time: 18732.3 ms [2022-03-12 00:10:26 main:574] : INFO : Epoch 1821 | loss: 0.0310073 | val_loss: 0.0312837 | Time: 18411.3 ms [2022-03-12 00:10:45 main:574] : INFO : Epoch 1822 | loss: 0.0310085 | val_loss: 0.0312787 | Time: 18839.2 ms [2022-03-12 00:11:02 main:574] : INFO : Epoch 1823 | loss: 0.0310109 | val_loss: 0.0312671 | Time: 16744.7 ms [2022-03-12 00:11:19 main:574] : INFO : Epoch 1824 | loss: 0.0310071 | val_loss: 0.0312701 | Time: 16606.2 ms [2022-03-12 00:11:37 main:574] : INFO : Epoch 1825 | loss: 0.0310103 | val_loss: 0.0312769 | Time: 17998.7 ms [2022-03-12 00:11:58 main:574] : INFO : Epoch 1826 | loss: 0.0310143 | val_loss: 0.0312725 | Time: 20943.1 ms [2022-03-12 00:12:15 main:574] : INFO : Epoch 1827 | loss: 0.0310089 | val_loss: 0.0312812 | Time: 16999.4 ms [2022-03-12 00:12:30 main:574] : INFO : Epoch 1828 | loss: 0.0310153 | val_loss: 0.0312654 | Time: 15249.6 ms [2022-03-12 00:12:45 main:574] : INFO : Epoch 1829 | loss: 0.0310173 | val_loss: 0.0312801 | Time: 14620.8 ms [2022-03-12 00:12:59 main:574] : INFO : Epoch 1830 | loss: 0.031017 | val_loss: 0.0312713 | Time: 14147.5 ms [2022-03-12 00:13:15 main:574] : INFO : Epoch 1831 | loss: 0.0310108 | val_loss: 0.0312804 | Time: 16068.2 ms [2022-03-12 00:13:36 main:574] : INFO : Epoch 1832 | loss: 0.0310076 | val_loss: 0.031266 | Time: 20593.2 ms [2022-03-12 00:13:55 main:574] : INFO : Epoch 1833 | loss: 0.0310064 | val_loss: 0.0312826 | Time: 18623.5 ms [2022-03-12 00:14:10 main:574] : INFO : Epoch 1834 | loss: 0.0310046 | val_loss: 0.0312755 | Time: 14948.7 ms [2022-03-12 00:14:24 main:574] : INFO : Epoch 1835 | loss: 0.031006 | val_loss: 0.0312715 | Time: 14610.2 ms [2022-03-12 00:14:38 main:574] : INFO : Epoch 1836 | loss: 0.0310036 | val_loss: 0.0312766 | Time: 14046.8 ms [2022-03-12 00:14:53 main:574] : INFO : Epoch 1837 | loss: 0.0310022 | val_loss: 0.031293 | Time: 14292 ms [2022-03-12 00:15:08 main:574] : INFO : Epoch 1838 | loss: 0.0310073 | val_loss: 0.0312772 | Time: 14971.7 ms [2022-03-12 00:15:23 main:574] : INFO : Epoch 1839 | loss: 0.0310125 | val_loss: 0.0312827 | Time: 14754.7 ms [2022-03-12 00:15:38 main:574] : INFO : Epoch 1840 | loss: 0.0310092 | val_loss: 0.0312742 | Time: 14889.5 ms [2022-03-12 00:15:53 main:574] : INFO : Epoch 1841 | loss: 0.0310053 | val_loss: 0.0312631 | Time: 14950.4 ms [2022-03-12 00:16:08 main:574] : INFO : Epoch 1842 | loss: 0.031012 | val_loss: 0.0312582 | Time: 15142.2 ms [2022-03-12 00:16:23 main:574] : INFO : Epoch 1843 | loss: 0.0310088 | val_loss: 0.0312633 | Time: 15756.3 ms [2022-03-12 00:16:40 main:574] : INFO : Epoch 1844 | loss: 0.0310114 | val_loss: 0.0312827 | Time: 16792.1 ms [2022-03-12 00:16:56 main:574] : INFO : Epoch 1845 | loss: 0.0310089 | val_loss: 0.0312742 | Time: 15564.9 ms [2022-03-12 00:17:10 main:574] : INFO : Epoch 1846 | loss: 0.0310064 | val_loss: 0.0312844 | Time: 14054.2 ms [2022-03-12 00:17:25 main:574] : INFO : Epoch 1847 | loss: 0.0310093 | val_loss: 0.0312831 | Time: 15049.6 ms [2022-03-12 00:17:40 main:574] : INFO : Epoch 1848 | loss: 0.0310026 | val_loss: 0.031294 | Time: 14606.6 ms [2022-03-12 00:17:55 main:574] : INFO : Epoch 1849 | loss: 0.031008 | val_loss: 0.0312915 | Time: 14877.6 ms [2022-03-12 00:18:09 main:574] : INFO : Epoch 1850 | loss: 0.0310097 | val_loss: 0.0312834 | Time: 14536.7 ms [2022-03-12 00:18:25 main:574] : INFO : Epoch 1851 | loss: 0.0310055 | val_loss: 0.031284 | Time: 15229.5 ms [2022-03-12 00:18:39 main:574] : INFO : Epoch 1852 | loss: 0.0310025 | val_loss: 0.0312797 | Time: 14769.2 ms [2022-03-12 00:18:56 main:574] : INFO : Epoch 1853 | loss: 0.0310065 | val_loss: 0.03126 | Time: 16134.6 ms [2022-03-12 00:19:13 main:574] : INFO : Epoch 1854 | loss: 0.0310134 | val_loss: 0.0312865 | Time: 17541.8 ms [2022-03-12 00:19:28 main:574] : INFO : Epoch 1855 | loss: 0.0310109 | val_loss: 0.0312673 | Time: 15251.5 ms [2022-03-12 00:19:43 main:574] : INFO : Epoch 1856 | loss: 0.0310062 | val_loss: 0.0312768 | Time: 14437.2 ms [2022-03-12 00:19:58 main:574] : INFO : Epoch 1857 | loss: 0.0310061 | val_loss: 0.0312935 | Time: 14682.9 ms [2022-03-12 00:20:12 main:574] : INFO : Epoch 1858 | loss: 0.0310009 | val_loss: 0.0312894 | Time: 14640.8 ms [2022-03-12 00:20:27 main:574] : INFO : Epoch 1859 | loss: 0.0310006 | val_loss: 0.031273 | Time: 14805.3 ms [2022-03-12 00:20:42 main:574] : INFO : Epoch 1860 | loss: 0.0310063 | val_loss: 0.0312737 | Time: 14893 ms [2022-03-12 00:20:57 main:574] : INFO : Epoch 1861 | loss: 0.0310098 | val_loss: 0.0312839 | Time: 14884.5 ms [2022-03-12 00:21:12 main:574] : INFO : Epoch 1862 | loss: 0.0310157 | val_loss: 0.0312544 | Time: 14601.3 ms [2022-03-12 00:21:29 main:574] : INFO : Epoch 1863 | loss: 0.0310173 | val_loss: 0.0312865 | Time: 17120.6 ms [2022-03-12 00:21:45 main:574] : INFO : Epoch 1864 | loss: 0.0310089 | val_loss: 0.0312968 | Time: 16053 ms [2022-03-12 00:21:59 main:574] : INFO : Epoch 1865 | loss: 0.0310043 | val_loss: 0.0312731 | Time: 14322.3 ms [2022-03-12 00:22:15 main:574] : INFO : Epoch 1866 | loss: 0.0310143 | val_loss: 0.0312671 | Time: 15208.3 ms [2022-03-12 00:22:29 main:574] : INFO : Epoch 1867 | loss: 0.0310002 | val_loss: 0.0312733 | Time: 14737.8 ms [2022-03-12 00:22:45 main:574] : INFO : Epoch 1868 | loss: 0.0310074 | val_loss: 0.0312662 | Time: 15115.8 ms [2022-03-12 00:22:59 main:574] : INFO : Epoch 1869 | loss: 0.0310083 | val_loss: 0.0312705 | Time: 14400 ms [2022-03-12 00:23:14 main:574] : INFO : Epoch 1870 | loss: 0.0310126 | val_loss: 0.0312724 | Time: 14687.4 ms [2022-03-12 00:23:29 main:574] : INFO : Epoch 1871 | loss: 0.0310044 | val_loss: 0.0312831 | Time: 15035.3 ms [2022-03-12 00:23:44 main:574] : INFO : Epoch 1872 | loss: 0.0310016 | val_loss: 0.0312869 | Time: 15421.4 ms [2022-03-12 00:24:02 main:574] : INFO : Epoch 1873 | loss: 0.0310036 | val_loss: 0.0312925 | Time: 17238.4 ms [2022-03-12 00:24:18 main:574] : INFO : Epoch 1874 | loss: 0.0310058 | val_loss: 0.0312887 | Time: 16091.1 ms [2022-03-12 00:24:32 main:574] : INFO : Epoch 1875 | loss: 0.031005 | val_loss: 0.0312919 | Time: 14261.6 ms [2022-03-12 00:24:47 main:574] : INFO : Epoch 1876 | loss: 0.0310044 | val_loss: 0.0312993 | Time: 14744.3 ms [2022-03-12 00:25:01 main:574] : INFO : Epoch 1877 | loss: 0.0310031 | val_loss: 0.0312726 | Time: 14500 ms [2022-03-12 00:25:16 main:574] : INFO : Epoch 1878 | loss: 0.0310055 | val_loss: 0.0312677 | Time: 14675.4 ms [2022-03-12 00:25:31 main:574] : INFO : Epoch 1879 | loss: 0.031005 | val_loss: 0.0312687 | Time: 15087 ms [2022-03-12 00:25:46 main:574] : INFO : Epoch 1880 | loss: 0.0310051 | val_loss: 0.0312659 | Time: 14801.6 ms [2022-03-12 00:26:00 main:574] : INFO : Epoch 1881 | loss: 0.0310004 | val_loss: 0.0313012 | Time: 14357.8 ms [2022-03-12 00:26:15 main:574] : INFO : Epoch 1882 | loss: 0.0310094 | val_loss: 0.0312709 | Time: 14990.3 ms [2022-03-12 00:26:33 main:574] : INFO : Epoch 1883 | loss: 0.0310063 | val_loss: 0.0312967 | Time: 17567 ms [2022-03-12 00:26:50 main:574] : INFO : Epoch 1884 | loss: 0.03101 | val_loss: 0.0312698 | Time: 16625.4 ms [2022-03-12 00:27:04 main:574] : INFO : Epoch 1885 | loss: 0.0310031 | val_loss: 0.0312958 | Time: 14538.9 ms [2022-03-12 00:27:19 main:574] : INFO : Epoch 1886 | loss: 0.0310033 | val_loss: 0.0312752 | Time: 14527.1 ms [2022-03-12 00:27:33 main:574] : INFO : Epoch 1887 | loss: 0.0310026 | val_loss: 0.0312831 | Time: 14423.9 ms [2022-03-12 00:27:49 main:574] : INFO : Epoch 1888 | loss: 0.0310019 | val_loss: 0.0312922 | Time: 15306.8 ms [2022-03-12 00:28:04 main:574] : INFO : Epoch 1889 | loss: 0.031016 | val_loss: 0.0312991 | Time: 14807.8 ms [2022-03-12 00:28:18 main:574] : INFO : Epoch 1890 | loss: 0.0310096 | val_loss: 0.0312777 | Time: 14641.1 ms [2022-03-12 00:28:33 main:574] : INFO : Epoch 1891 | loss: 0.0310103 | val_loss: 0.0312618 | Time: 14846.6 ms [2022-03-12 00:28:49 main:574] : INFO : Epoch 1892 | loss: 0.0310075 | val_loss: 0.0312691 | Time: 15275.7 ms [2022-03-12 00:29:06 main:574] : INFO : Epoch 1893 | loss: 0.0310056 | val_loss: 0.0312826 | Time: 17746.7 ms [2022-03-12 00:29:22 main:574] : INFO : Epoch 1894 | loss: 0.0310174 | val_loss: 0.0312893 | Time: 15638.3 ms [2022-03-12 00:29:36 main:574] : INFO : Epoch 1895 | loss: 0.0310133 | val_loss: 0.0312788 | Time: 14324.9 ms [2022-03-12 00:29:51 main:574] : INFO : Epoch 1896 | loss: 0.0310201 | val_loss: 0.0312777 | Time: 14585 ms [2022-03-12 00:30:06 main:574] : INFO : Epoch 1897 | loss: 0.0310169 | val_loss: 0.0312638 | Time: 14762.3 ms [2022-03-12 00:30:21 main:574] : INFO : Epoch 1898 | loss: 0.0310246 | val_loss: 0.0312244 | Time: 15168 ms [2022-03-12 00:30:37 main:574] : INFO : Epoch 1899 | loss: 0.0310607 | val_loss: 0.0312628 | Time: 15688 ms [2022-03-12 00:30:52 main:574] : INFO : Epoch 1900 | loss: 0.0310333 | val_loss: 0.0312682 | Time: 15177.8 ms [2022-03-12 00:31:09 main:574] : INFO : Epoch 1901 | loss: 0.0310585 | val_loss: 0.0313039 | Time: 17176.3 ms [2022-03-12 00:31:25 main:574] : INFO : Epoch 1902 | loss: 0.0310465 | val_loss: 0.0312569 | Time: 15256.6 ms [2022-03-12 00:31:40 main:574] : INFO : Epoch 1903 | loss: 0.0311767 | val_loss: 0.0335774 | Time: 14942 ms [2022-03-12 00:31:54 main:574] : INFO : Epoch 1904 | loss: 0.0322281 | val_loss: 0.0339401 | Time: 14699.6 ms [2022-03-12 00:32:09 main:574] : INFO : Epoch 1905 | loss: 0.0320615 | val_loss: 0.031801 | Time: 14950.1 ms [2022-03-12 00:32:24 main:574] : INFO : Epoch 1906 | loss: 0.0314591 | val_loss: 0.0313171 | Time: 14527.9 ms [2022-03-12 00:32:38 main:574] : INFO : Epoch 1907 | loss: 0.0313505 | val_loss: 0.0313107 | Time: 14209.5 ms [2022-03-12 00:32:54 main:574] : INFO : Epoch 1908 | loss: 0.0312699 | val_loss: 0.0312603 | Time: 15379.4 ms [2022-03-12 00:33:09 main:574] : INFO : Epoch 1909 | loss: 0.0312538 | val_loss: 0.0312506 | Time: 15374.8 ms [2022-03-12 00:33:25 main:574] : INFO : Epoch 1910 | loss: 0.0312512 | val_loss: 0.031251 | Time: 15780.8 ms [2022-03-12 00:33:41 main:574] : INFO : Epoch 1911 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 16307.9 ms [2022-03-12 00:33:57 main:574] : INFO : Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 15615.1 ms [2022-03-12 00:34:11 main:574] : INFO : Epoch 1913 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 14357.8 ms [2022-03-12 00:34:27 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 15580.6 ms [2022-03-12 00:34:42 main:574] : INFO : Epoch 1915 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 14688.3 ms [2022-03-12 00:34:56 main:574] : INFO : Epoch 1916 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 14853.7 ms [2022-03-12 00:35:11 main:574] : INFO : Epoch 1917 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 14432.9 ms [2022-03-12 00:35:26 main:574] : INFO : Epoch 1918 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 15181.7 ms [2022-03-12 00:35:41 main:574] : INFO : Epoch 1919 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 14508.3 ms [2022-03-12 00:35:56 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14880.8 ms [2022-03-12 00:36:12 main:574] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 16730.8 ms [2022-03-12 00:36:29 main:574] : INFO : Epoch 1922 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 16227.6 ms [2022-03-12 00:36:43 main:574] : INFO : Epoch 1923 | loss: 0.031251 | val_loss: 0.0312506 | Time: 14607.6 ms [2022-03-12 00:36:58 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 14415.7 ms [2022-03-12 00:37:12 main:574] : INFO : Epoch 1925 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 14662.4 ms [2022-03-12 00:37:27 main:574] : INFO : Epoch 1926 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14415 ms [2022-03-12 00:37:42 main:574] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14892.7 ms [2022-03-12 00:37:57 main:574] : INFO : Epoch 1928 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 15549.7 ms [2022-03-12 00:38:12 main:574] : INFO : Epoch 1929 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 14585.3 ms [2022-03-12 00:38:27 main:574] : INFO : Epoch 1930 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 15073 ms [2022-03-12 00:38:43 main:574] : INFO : Epoch 1931 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 15486 ms [2022-03-12 00:39:00 main:574] : INFO : Epoch 1932 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 17617.3 ms [2022-03-12 00:39:15 main:574] : INFO : Epoch 1933 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 15077.4 ms [2022-03-12 00:39:30 main:574] : INFO : Epoch 1934 | loss: 0.0312508 | val_loss: 0.031251 | Time: 14916.7 ms [2022-03-12 00:39:44 main:574] : INFO : Epoch 1935 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 13992.6 ms [2022-03-12 00:40:00 main:574] : INFO : Epoch 1936 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 15266.5 ms [2022-03-12 00:40:15 main:574] : INFO : Epoch 1937 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 15188.4 ms [2022-03-12 00:40:31 main:574] : INFO : Epoch 1938 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 15576.3 ms [2022-03-12 00:40:45 main:574] : INFO : Epoch 1939 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 14502.9 ms [2022-03-12 00:41:00 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 14910 ms [2022-03-12 00:41:15 main:574] : INFO : Epoch 1941 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 14931.2 ms [2022-03-12 00:41:32 main:574] : INFO : Epoch 1942 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 17000.9 ms [2022-03-12 00:41:49 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 16385.9 ms [2022-03-12 00:42:03 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 14541.9 ms [2022-03-12 00:42:18 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312502 | Time: 14839.5 ms [2022-03-12 00:42:32 main:574] : INFO : Epoch 1946 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 14438.4 ms [2022-03-12 00:42:48 main:574] : INFO : Epoch 1947 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 15129.2 ms [2022-03-12 00:43:02 main:574] : INFO : Epoch 1948 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 14730.5 ms [2022-03-12 00:43:18 main:574] : INFO : Epoch 1949 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 15329.6 ms [2022-03-12 00:43:32 main:574] : INFO : Epoch 1950 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 14620.8 ms [2022-03-12 00:43:47 main:574] : INFO : Epoch 1951 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 14766.9 ms [2022-03-12 00:44:10 main:574] : INFO : Epoch 1952 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 22229.5 ms [2022-03-12 00:44:26 main:574] : INFO : Epoch 1953 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 16627.4 ms [2022-03-12 00:44:41 main:574] : INFO : Epoch 1954 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 14773.9 ms [2022-03-12 00:44:56 main:574] : INFO : Epoch 1955 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 14705.2 ms [2022-03-12 00:45:10 main:574] : INFO : Epoch 1956 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 14461.8 ms [2022-03-12 00:45:25 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.031251 | Time: 14948.4 ms [2022-03-12 00:45:41 main:574] : INFO : Epoch 1958 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 15389.2 ms [2022-03-12 00:45:56 main:574] : INFO : Epoch 1959 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 15257.5 ms [2022-03-12 00:46:11 main:574] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 14618.6 ms [2022-03-12 00:46:25 main:574] : INFO : Epoch 1961 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 14699.3 ms [2022-03-12 00:46:42 main:574] : INFO : Epoch 1962 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 16157.6 ms [2022-03-12 00:46:59 main:574] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 17633.7 ms [2022-03-12 00:47:14 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 14599.4 ms [2022-03-12 00:47:28 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 14285.8 ms [2022-03-12 00:47:42 main:574] : INFO : Epoch 1966 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 13909.5 ms [2022-03-12 00:47:57 main:574] : INFO : Epoch 1967 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 14769.6 ms [2022-03-12 00:48:12 main:574] : INFO : Epoch 1968 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 14624.7 ms [2022-03-12 00:48:26 main:574] : INFO : Epoch 1969 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 14520.1 ms [2022-03-12 00:48:42 main:574] : INFO : Epoch 1970 | loss: 0.0312502 | val_loss: 0.031251 | Time: 15150.8 ms [2022-03-12 00:48:57 main:574] : INFO : Epoch 1971 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 15166.7 ms [2022-03-12 00:49:11 main:574] : INFO : Epoch 1972 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 14682 ms [2022-03-12 00:49:29 main:574] : INFO : Epoch 1973 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 17017.3 ms [2022-03-12 00:49:45 main:574] : INFO : Epoch 1974 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 16494.7 ms [2022-03-12 00:50:00 main:574] : INFO : Epoch 1975 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 14902.8 ms [2022-03-12 00:50:15 main:574] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 15020.2 ms [2022-03-12 00:50:30 main:574] : INFO : Epoch 1977 | loss: 0.031251 | val_loss: 0.031251 | Time: 14924 ms [2022-03-12 00:50:44 main:574] : INFO : Epoch 1978 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 14070.7 ms [2022-03-12 00:50:59 main:574] : INFO : Epoch 1979 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 14864.7 ms [2022-03-12 00:51:14 main:574] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 14612.2 ms [2022-03-12 00:51:29 main:574] : INFO : Epoch 1981 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 15277 ms [2022-03-12 00:51:44 main:574] : INFO : Epoch 1982 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 15269.5 ms [2022-03-12 00:52:00 main:574] : INFO : Epoch 1983 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 15717 ms [2022-03-12 00:52:16 main:574] : INFO : Epoch 1984 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 16217.3 ms [2022-03-12 00:52:32 main:574] : INFO : Epoch 1985 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 15418.9 ms [2022-03-12 00:52:47 main:574] : INFO : Epoch 1986 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 15101.6 ms [2022-03-12 00:53:02 main:574] : INFO : Epoch 1987 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 14623 ms [2022-03-12 00:53:16 main:574] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312504 | Time: 14545.4 ms [2022-03-12 00:53:31 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 14229.5 ms [2022-03-12 00:53:45 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312504 | Time: 14259.9 ms [2022-03-12 00:54:00 main:574] : INFO : Epoch 1991 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 15436.9 ms [2022-03-12 00:54:16 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312503 | Time: 15213.3 ms [2022-03-12 00:54:31 main:574] : INFO : Epoch 1993 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 15244 ms [2022-03-12 00:54:47 main:574] : INFO : Epoch 1994 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 16415.5 ms [2022-03-12 00:55:04 main:574] : INFO : Epoch 1995 | loss: 0.031251 | val_loss: 0.0312513 | Time: 16948.4 ms [2022-03-12 00:55:19 main:574] : INFO : Epoch 1996 | loss: 0.031251 | val_loss: 0.0312506 | Time: 14632.8 ms [2022-03-12 00:55:34 main:574] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 14958.8 ms [2022-03-12 00:55:49 main:574] : INFO : Epoch 1998 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14818.4 ms [2022-03-12 00:56:04 main:574] : INFO : Epoch 1999 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 14702.5 ms [2022-03-12 00:56:19 main:574] : INFO : Epoch 2000 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 15353.6 ms [2022-03-12 00:56:33 main:574] : INFO : Epoch 2001 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 14140.6 ms [2022-03-12 00:56:48 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14840.1 ms [2022-03-12 00:57:03 main:574] : INFO : Epoch 2003 | loss: 0.0312506 | val_loss: 0.031251 | Time: 14814.7 ms [2022-03-12 00:57:18 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 15322.5 ms [2022-03-12 00:57:35 main:574] : INFO : Epoch 2005 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 16625.5 ms [2022-03-12 00:57:55 main:574] : INFO : Epoch 2006 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 20005.4 ms [2022-03-12 00:58:13 main:574] : INFO : Epoch 2007 | loss: 0.0312508 | val_loss: 0.031251 | Time: 17907.2 ms [2022-03-12 00:58:32 main:574] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 18612.7 ms [2022-03-12 00:58:48 main:574] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 15939.2 ms [2022-03-12 00:59:03 main:574] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 14893 ms [2022-03-12 00:59:17 main:574] : INFO : Epoch 2011 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 14560.1 ms [2022-03-12 00:59:32 main:574] : INFO : Epoch 2012 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 14839.3 ms [2022-03-12 00:59:47 main:574] : INFO : Epoch 2013 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 15121.1 ms [2022-03-12 01:00:02 main:574] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 14611.6 ms [2022-03-12 01:00:20 main:574] : INFO : Epoch 2015 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 18062.5 ms [2022-03-12 01:00:36 main:574] : INFO : Epoch 2016 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 16459.9 ms [2022-03-12 01:00:52 main:574] : INFO : Epoch 2017 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 15075.3 ms [2022-03-12 01:01:06 main:574] : INFO : Epoch 2018 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 14170.8 ms [2022-03-12 01:01:21 main:574] : INFO : Epoch 2019 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 14588.1 ms [2022-03-12 01:01:35 main:574] : INFO : Epoch 2020 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 14815.6 ms [2022-03-12 01:01:51 main:574] : INFO : Epoch 2021 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 15168.5 ms [2022-03-12 01:02:05 main:574] : INFO : Epoch 2022 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 14750.4 ms [2022-03-12 01:02:21 main:574] : INFO : Epoch 2023 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 15113.2 ms [2022-03-12 01:02:35 main:574] : INFO : Epoch 2024 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 14288.6 ms [2022-03-12 01:02:52 main:574] : INFO : Epoch 2025 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 17109.7 ms [2022-03-12 01:03:10 main:574] : INFO : Epoch 2026 | loss: 0.0312521 | val_loss: 0.031254 | Time: 17407.5 ms [2022-03-12 01:03:25 main:574] : INFO : Epoch 2027 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 15035.3 ms [2022-03-12 01:03:39 main:574] : INFO : Epoch 2028 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 14632.5 ms [2022-03-12 01:03:54 main:574] : INFO : Epoch 2029 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 14555.3 ms [2022-03-12 01:04:09 main:574] : INFO : Epoch 2030 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 14972.8 ms [2022-03-12 01:04:24 main:574] : INFO : Epoch 2031 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 14855.8 ms [2022-03-12 01:04:39 main:574] : INFO : Epoch 2032 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 14845.4 ms [2022-03-12 01:04:54 main:574] : INFO : Epoch 2033 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 14647.3 ms [2022-03-12 01:05:08 main:574] : INFO : Epoch 2034 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 14794 ms [2022-03-12 01:05:23 main:574] : INFO : Epoch 2035 | loss: 0.03125 | val_loss: 0.0312503 | Time: 14820.4 ms [2022-03-12 01:05:41 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 17164.7 ms [2022-03-12 01:05:56 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 15843.6 ms [2022-03-12 01:06:11 main:574] : INFO : Epoch 2038 | loss: 0.03125 | val_loss: 0.0312504 | Time: 14795.8 ms [2022-03-12 01:06:26 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 14442.6 ms [2022-03-12 01:06:40 main:574] : INFO : Epoch 2040 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 14599.8 ms [2022-03-12 01:06:55 main:574] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 14708.3 ms [2022-03-12 01:07:10 main:574] : INFO : Epoch 2042 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 14888.2 ms [2022-03-12 01:07:24 main:574] : INFO : Epoch 2043 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 14312.7 ms [2022-03-12 01:07:39 main:574] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 14835.7 ms [2022-03-12 01:07:54 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 14795.8 ms [2022-03-12 01:08:10 main:574] : INFO : Epoch 2046 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 15444.3 ms [2022-03-12 01:08:27 main:574] : INFO : Epoch 2047 | loss: 0.03125 | val_loss: 0.0312517 | Time: 16929.9 ms [2022-03-12 01:08:43 main:574] : INFO : Epoch 2048 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 16394.1 ms [2022-03-12 01:08:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312504 [2022-03-12 01:08:43 main:603] : INFO : Saving end state to config to file [2022-03-12 01:08:43 main:608] : INFO : Success, exiting.. 01:08:43 (13988): 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)