Task 7363282
| Name | ParityModified-1631727663-8493-0_0 |
| Workunit | 5039447 |
| Created | 15 Sep 2021, 17:41:04 UTC |
| Sent | 16 Sep 2021, 21:07:38 UTC |
| Report deadline | 24 Sep 2021, 21:07:38 UTC |
| Received | 17 Sep 2021, 1:13:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 59 min 13 sec |
| CPU time | 54 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0310149 | val_loss: 0.0312929 | Time: 1604.93 ms [2021-09-16 20:57:28 main:574] : INFO : Epoch 1543 | loss: 0.0310386 | val_loss: 0.0312727 | Time: 1638.01 ms [2021-09-16 20:57:30 main:574] : INFO : Epoch 1544 | loss: 0.0310291 | val_loss: 0.0312787 | Time: 1594.92 ms [2021-09-16 20:57:32 main:574] : INFO : Epoch 1545 | loss: 0.0310295 | val_loss: 0.0312981 | Time: 1583.42 ms [2021-09-16 20:57:33 main:574] : INFO : Epoch 1546 | loss: 0.0310323 | val_loss: 0.0312548 | Time: 1587.57 ms [2021-09-16 20:57:35 main:574] : INFO : Epoch 1547 | loss: 0.0310314 | val_loss: 0.0312585 | Time: 1638.11 ms [2021-09-16 20:57:37 main:574] : INFO : Epoch 1548 | loss: 0.0310137 | val_loss: 0.0313099 | Time: 1521.31 ms [2021-09-16 20:57:38 main:574] : INFO : Epoch 1549 | loss: 0.0310113 | val_loss: 0.0312409 | Time: 1621.22 ms [2021-09-16 20:57:40 main:574] : INFO : Epoch 1550 | loss: 0.0310124 | val_loss: 0.0312528 | Time: 1612.39 ms [2021-09-16 20:57:42 main:574] : INFO : Epoch 1551 | loss: 0.0310117 | val_loss: 0.0312702 | Time: 1584 ms [2021-09-16 20:57:44 main:574] : INFO : Epoch 1552 | loss: 0.0310023 | val_loss: 0.0312943 | Time: 1558.78 ms [2021-09-16 20:57:45 main:574] : INFO : Epoch 1553 | loss: 0.0310037 | val_loss: 0.0312697 | Time: 1550.08 ms [2021-09-16 20:57:47 main:574] : INFO : Epoch 1554 | loss: 0.0310071 | val_loss: 0.0312738 | Time: 1722.33 ms [2021-09-16 20:57:49 main:574] : INFO : Epoch 1555 | loss: 0.0310039 | val_loss: 0.0312897 | Time: 1728.64 ms [2021-09-16 20:57:51 main:574] : INFO : Epoch 1556 | loss: 0.0310156 | val_loss: 0.0313057 | Time: 1670.56 ms [2021-09-16 20:57:52 main:574] : INFO : Epoch 1557 | loss: 0.0310328 | val_loss: 0.0312351 | Time: 1624.61 ms [2021-09-16 20:57:54 main:574] : INFO : Epoch 1558 | loss: 0.0310473 | val_loss: 0.0312465 | Time: 1661.69 ms [2021-09-16 20:57:56 main:574] : INFO : Epoch 1559 | loss: 0.0310224 | val_loss: 0.031281 | Time: 1735.48 ms [2021-09-16 20:57:57 main:574] : INFO : Epoch 1560 | loss: 0.0310141 | val_loss: 0.0312768 | Time: 1627.66 ms [2021-09-16 20:57:59 main:574] : INFO : Epoch 1561 | loss: 0.0310178 | val_loss: 0.0312662 | Time: 1497.37 ms [2021-09-16 20:58:01 main:574] : INFO : Epoch 1562 | loss: 0.0310089 | val_loss: 0.0312744 | Time: 1623.45 ms [2021-09-16 20:58:02 main:574] : INFO : Epoch 1563 | loss: 0.0310169 | val_loss: 0.0312797 | Time: 1648.92 ms [2021-09-16 20:58:04 main:574] : INFO : Epoch 1564 | loss: 0.0310138 | val_loss: 0.031254 | Time: 1620.71 ms [2021-09-16 20:58:06 main:574] : INFO : Epoch 1565 | loss: 0.0310162 | val_loss: 0.0312677 | Time: 1580.79 ms [2021-09-16 20:58:07 main:574] : INFO : Epoch 1566 | loss: 0.0310044 | val_loss: 0.0312812 | Time: 1552.37 ms [2021-09-16 20:58:09 main:574] : INFO : Epoch 1567 | loss: 0.0309976 | val_loss: 0.0313116 | Time: 1616.34 ms [2021-09-16 20:58:11 main:574] : INFO : Epoch 1568 | loss: 0.0310034 | val_loss: 0.0312599 | Time: 1578.93 ms [2021-09-16 20:58:12 main:574] : INFO : Epoch 1569 | loss: 0.0310046 | val_loss: 0.031293 | Time: 1624.8 ms [2021-09-16 20:58:14 main:574] : INFO : Epoch 1570 | loss: 0.0310126 | val_loss: 0.0312728 | Time: 1580.65 ms [2021-09-16 20:58:16 main:574] : INFO : Epoch 1571 | loss: 0.0310254 | val_loss: 0.0312658 | Time: 1596.8 ms [2021-09-16 20:58:18 main:574] : INFO : Epoch 1572 | loss: 0.0310166 | val_loss: 0.031293 | Time: 1631.08 ms [2021-09-16 20:58:19 main:574] : INFO : Epoch 1573 | loss: 0.0310124 | val_loss: 0.0312699 | Time: 1611.37 ms [2021-09-16 20:58:21 main:574] : INFO : Epoch 1574 | loss: 0.0310147 | val_loss: 0.0312246 | Time: 1619.01 ms [2021-09-16 20:58:23 main:574] : INFO : Epoch 1575 | loss: 0.0310269 | val_loss: 0.0312667 | Time: 1644.44 ms [2021-09-16 20:58:25 main:574] : INFO : Epoch 1576 | loss: 0.0310114 | val_loss: 0.0313111 | Time: 1610.69 ms [2021-09-16 20:58:26 main:574] : INFO : Epoch 1577 | loss: 0.031002 | val_loss: 0.0313081 | Time: 1591.48 ms [2021-09-16 20:58:28 main:574] : INFO : Epoch 1578 | loss: 0.0309976 | val_loss: 0.0312862 | Time: 1556.95 ms [2021-09-16 20:58:30 main:574] : INFO : Epoch 1579 | loss: 0.0310055 | val_loss: 0.0312719 | Time: 1598.45 ms [2021-09-16 20:58:31 main:574] : INFO : Epoch 1580 | loss: 0.0310153 | val_loss: 0.0312483 | Time: 1616.62 ms [2021-09-16 20:58:33 main:574] : INFO : Epoch 1581 | loss: 0.031017 | val_loss: 0.0312592 | Time: 1650.18 ms [2021-09-16 20:58:35 main:574] : INFO : Epoch 1582 | loss: 0.0310156 | val_loss: 0.0312863 | Time: 1578.46 ms [2021-09-16 20:58:36 main:574] : INFO : Epoch 1583 | loss: 0.031011 | val_loss: 0.0312762 | Time: 1609.29 ms [2021-09-16 20:58:38 main:574] : INFO : Epoch 1584 | loss: 0.031008 | val_loss: 0.0312785 | Time: 1610.04 ms [2021-09-16 20:58:40 main:574] : INFO : Epoch 1585 | loss: 0.0310088 | val_loss: 0.0313175 | Time: 1611.31 ms [2021-09-16 20:58:42 main:574] : INFO : Epoch 1586 | loss: 0.0310241 | val_loss: 0.031309 | Time: 1667.09 ms [2021-09-16 20:58:43 main:574] : INFO : Epoch 1587 | loss: 0.031016 | val_loss: 0.0312911 | Time: 1624.8 ms [2021-09-16 20:58:45 main:574] : INFO : Epoch 1588 | loss: 0.0310112 | val_loss: 0.0312615 | Time: 1631.97 ms [2021-09-16 20:58:47 main:574] : INFO : Epoch 1589 | loss: 0.0310066 | val_loss: 0.0312957 | Time: 1652.83 ms [2021-09-16 20:58:48 main:574] : INFO : Epoch 1590 | loss: 0.0310181 | val_loss: 0.0312547 | Time: 1580.86 ms [2021-09-16 20:58:50 main:574] : INFO : Epoch 1591 | loss: 0.0310209 | val_loss: 0.0312798 | Time: 1534.21 ms [2021-09-16 20:58:52 main:574] : INFO : Epoch 1592 | loss: 0.0310123 | val_loss: 0.0312752 | Time: 1545.45 ms [2021-09-16 20:58:53 main:574] : INFO : Epoch 1593 | loss: 0.0310074 | val_loss: 0.0312794 | Time: 1693.34 ms [2021-09-16 20:58:55 main:574] : INFO : Epoch 1594 | loss: 0.0310083 | val_loss: 0.0312906 | Time: 1608.93 ms [2021-09-16 20:58:57 main:574] : INFO : Epoch 1595 | loss: 0.0310068 | val_loss: 0.0312886 | Time: 1553.27 ms [2021-09-16 20:58:58 main:574] : INFO : Epoch 1596 | loss: 0.0310055 | val_loss: 0.0312717 | Time: 1575.26 ms [2021-09-16 20:59:00 main:574] : INFO : Epoch 1597 | loss: 0.0310054 | val_loss: 0.0312724 | Time: 1612.16 ms [2021-09-16 20:59:02 main:574] : INFO : Epoch 1598 | loss: 0.0310099 | val_loss: 0.0312683 | Time: 1594.49 ms [2021-09-16 20:59:04 main:574] : INFO : Epoch 1599 | loss: 0.0310191 | val_loss: 0.0312935 | Time: 1615.26 ms [2021-09-16 20:59:05 main:574] : INFO : Epoch 1600 | loss: 0.0310156 | val_loss: 0.031247 | Time: 1634.04 ms [2021-09-16 20:59:07 main:574] : INFO : Epoch 1601 | loss: 0.0310182 | val_loss: 0.0312811 | Time: 1612.74 ms [2021-09-16 20:59:08 main:574] : INFO : Epoch 1602 | loss: 0.0310174 | val_loss: 0.0312629 | Time: 1559.33 ms [2021-09-16 20:59:10 main:574] : INFO : Epoch 1603 | loss: 0.0310205 | val_loss: 0.0312435 | Time: 1551.03 ms [2021-09-16 20:59:12 main:574] : INFO : Epoch 1604 | loss: 0.0310244 | val_loss: 0.0312648 | Time: 1586.43 ms [2021-09-16 20:59:14 main:574] : INFO : Epoch 1605 | loss: 0.0310176 | val_loss: 0.0312704 | Time: 1618.92 ms [2021-09-16 20:59:15 main:574] : INFO : Epoch 1606 | loss: 0.0310057 | val_loss: 0.031296 | Time: 1635.85 ms [2021-09-16 20:59:17 main:574] : INFO : Epoch 1607 | loss: 0.0310055 | val_loss: 0.0312656 | Time: 1600.94 ms [2021-09-16 20:59:19 main:574] : INFO : Epoch 1608 | loss: 0.0310008 | val_loss: 0.0312813 | Time: 1562.52 ms [2021-09-16 20:59:20 main:574] : INFO : Epoch 1609 | loss: 0.0310097 | val_loss: 0.0312947 | Time: 1558.74 ms [2021-09-16 20:59:22 main:574] : INFO : Epoch 1610 | loss: 0.0310084 | val_loss: 0.0312859 | Time: 1591.93 ms [2021-09-16 20:59:24 main:574] : INFO : Epoch 1611 | loss: 0.0310057 | val_loss: 0.0312791 | Time: 1625.24 ms [2021-09-16 20:59:25 main:574] : INFO : Epoch 1612 | loss: 0.0310062 | val_loss: 0.0312954 | Time: 1602.79 ms [2021-09-16 20:59:27 main:574] : INFO : Epoch 1613 | loss: 0.031007 | val_loss: 0.0312893 | Time: 1606.17 ms [2021-09-16 20:59:29 main:574] : INFO : Epoch 1614 | loss: 0.0310103 | val_loss: 0.0312635 | Time: 1655.26 ms [2021-09-16 20:59:30 main:574] : INFO : Epoch 1615 | loss: 0.031011 | val_loss: 0.0312775 | Time: 1539.76 ms [2021-09-16 20:59:32 main:574] : INFO : Epoch 1616 | loss: 0.0310151 | val_loss: 0.0312881 | Time: 1581.54 ms [2021-09-16 20:59:34 main:574] : INFO : Epoch 1617 | loss: 0.0310127 | val_loss: 0.03127 | Time: 1602.58 ms [2021-09-16 20:59:35 main:574] : INFO : Epoch 1618 | loss: 0.0310165 | val_loss: 0.0312292 | Time: 1621.37 ms [2021-09-16 20:59:37 main:574] : INFO : Epoch 1619 | loss: 0.0310139 | val_loss: 0.0312722 | Time: 1579.05 ms [2021-09-16 20:59:39 main:574] : INFO : Epoch 1620 | loss: 0.0310077 | val_loss: 0.0312967 | Time: 1579.83 ms [2021-09-16 20:59:40 main:574] : INFO : Epoch 1621 | loss: 0.0310041 | val_loss: 0.0312844 | Time: 1576.77 ms [2021-09-16 20:59:42 main:574] : INFO : Epoch 1622 | loss: 0.0310051 | val_loss: 0.0313026 | Time: 1604.85 ms [2021-09-16 20:59:44 main:574] : INFO : Epoch 1623 | loss: 0.0310092 | val_loss: 0.0312733 | Time: 1602.32 ms [2021-09-16 20:59:45 main:574] : INFO : Epoch 1624 | loss: 0.0310122 | val_loss: 0.0312785 | Time: 1544.91 ms [2021-09-16 20:59:47 main:574] : INFO : Epoch 1625 | loss: 0.0310134 | val_loss: 0.0312519 | Time: 1617.81 ms [2021-09-16 20:59:49 main:574] : INFO : Epoch 1626 | loss: 0.0310124 | val_loss: 0.0312872 | Time: 1583.05 ms [2021-09-16 20:59:50 main:574] : INFO : Epoch 1627 | loss: 0.0310159 | val_loss: 0.0312784 | Time: 1523.34 ms [2021-09-16 20:59:52 main:574] : INFO : Epoch 1628 | loss: 0.0310145 | val_loss: 0.0312944 | Time: 1590.59 ms [2021-09-16 20:59:54 main:574] : INFO : Epoch 1629 | loss: 0.0310036 | val_loss: 0.0312693 | Time: 1621.97 ms [2021-09-16 20:59:55 main:574] : INFO : Epoch 1630 | loss: 0.0310098 | val_loss: 0.0312842 | Time: 1593.75 ms [2021-09-16 20:59:57 main:574] : INFO : Epoch 1631 | loss: 0.031028 | val_loss: 0.0312293 | Time: 1549.21 ms [2021-09-16 20:59:59 main:574] : INFO : Epoch 1632 | loss: 0.0310338 | val_loss: 0.0312628 | Time: 1542.76 ms [2021-09-16 21:00:00 main:574] : INFO : Epoch 1633 | loss: 0.0310163 | val_loss: 0.0312876 | Time: 1578.63 ms [2021-09-16 21:00:02 main:574] : INFO : Epoch 1634 | loss: 0.031018 | val_loss: 0.0312711 | Time: 1627.09 ms [2021-09-16 21:00:04 main:574] : INFO : Epoch 1635 | loss: 0.0310128 | val_loss: 0.0312651 | Time: 1570.46 ms [2021-09-16 21:00:05 main:574] : INFO : Epoch 1636 | loss: 0.0310193 | val_loss: 0.031295 | Time: 1595.78 ms [2021-09-16 21:00:07 main:574] : INFO : Epoch 1637 | loss: 0.0310154 | val_loss: 0.0312694 | Time: 1578.18 ms [2021-09-16 21:00:09 main:574] : INFO : Epoch 1638 | loss: 0.03102 | val_loss: 0.0313067 | Time: 1633.68 ms [2021-09-16 21:00:10 main:574] : INFO : Epoch 1639 | loss: 0.0309991 | val_loss: 0.0312871 | Time: 1574.52 ms [2021-09-16 21:00:12 main:574] : INFO : Epoch 1640 | loss: 0.0310064 | val_loss: 0.0312953 | Time: 1625.08 ms [2021-09-16 21:00:14 main:574] : INFO : Epoch 1641 | loss: 0.0310104 | val_loss: 0.0312875 | Time: 1608.33 ms [2021-09-16 21:00:15 main:574] : INFO : Epoch 1642 | loss: 0.031006 | val_loss: 0.0312686 | Time: 1583.08 ms [2021-09-16 21:00:17 main:574] : INFO : Epoch 1643 | loss: 0.0310079 | val_loss: 0.03129 | Time: 1526.42 ms [2021-09-16 21:00:18 main:574] : INFO : Epoch 1644 | loss: 0.0310086 | val_loss: 0.0313126 | Time: 1561.05 ms [2021-09-16 21:00:20 main:574] : INFO : Epoch 1645 | loss: 0.0310174 | val_loss: 0.0312639 | Time: 1609.9 ms [2021-09-16 21:00:22 main:574] : INFO : Epoch 1646 | loss: 0.031019 | val_loss: 0.0312538 | Time: 1635.51 ms [2021-09-16 21:00:24 main:574] : INFO : Epoch 1647 | loss: 0.0310182 | val_loss: 0.0312501 | Time: 1572.08 ms [2021-09-16 21:00:25 main:574] : INFO : Epoch 1648 | loss: 0.0310236 | val_loss: 0.0312889 | Time: 1570.63 ms [2021-09-16 21:00:27 main:574] : INFO : Epoch 1649 | loss: 0.0310182 | val_loss: 0.0312959 | Time: 1526.57 ms [2021-09-16 21:00:29 main:574] : INFO : Epoch 1650 | loss: 0.0310254 | val_loss: 0.0312554 | Time: 1631.38 ms [2021-09-16 21:00:30 main:574] : INFO : Epoch 1651 | loss: 0.0310168 | val_loss: 0.031265 | Time: 1620.36 ms [2021-09-16 21:00:32 main:574] : INFO : Epoch 1652 | loss: 0.031005 | val_loss: 0.0312924 | Time: 1610.23 ms [2021-09-16 21:00:34 main:574] : INFO : Epoch 1653 | loss: 0.0310095 | val_loss: 0.0312865 | Time: 1583.96 ms [2021-09-16 21:00:35 main:574] : INFO : Epoch 1654 | loss: 0.0310135 | val_loss: 0.0312616 | Time: 1598.99 ms [2021-09-16 21:00:37 main:574] : INFO : Epoch 1655 | loss: 0.0310153 | val_loss: 0.0312812 | Time: 1537.41 ms [2021-09-16 21:00:39 main:574] : INFO : Epoch 1656 | loss: 0.0310097 | val_loss: 0.0312754 | Time: 1574.39 ms [2021-09-16 21:00:40 main:574] : INFO : Epoch 1657 | loss: 0.0310136 | val_loss: 0.0312886 | Time: 1631.81 ms [2021-09-16 21:00:42 main:574] : INFO : Epoch 1658 | loss: 0.0310075 | val_loss: 0.0312821 | Time: 1616.34 ms [2021-09-16 21:00:44 main:574] : INFO : Epoch 1659 | loss: 0.0310136 | val_loss: 0.0312709 | Time: 1652.2 ms [2021-09-16 21:00:45 main:574] : INFO : Epoch 1660 | loss: 0.0310177 | val_loss: 0.0312861 | Time: 1623.66 ms [2021-09-16 21:00:47 main:574] : INFO : Epoch 1661 | loss: 0.0310166 | val_loss: 0.031297 | Time: 1554.93 ms [2021-09-16 21:00:49 main:574] : INFO : Epoch 1662 | loss: 0.0311597 | val_loss: 0.0312192 | Time: 1575.49 ms [2021-09-16 21:00:50 main:574] : INFO : Epoch 1663 | loss: 0.0312042 | val_loss: 0.0311958 | Time: 1597.34 ms [2021-09-16 21:00:52 main:574] : INFO : Epoch 1664 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 1603.89 ms [2021-09-16 21:00:54 main:574] : INFO : Epoch 1665 | loss: 0.0311654 | val_loss: 0.0311819 | Time: 1593.91 ms [2021-09-16 21:00:55 main:574] : INFO : Epoch 1666 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 1593.3 ms [2021-09-16 21:00:57 main:574] : INFO : Epoch 1667 | loss: 0.0311526 | val_loss: 0.0311706 | Time: 1495.43 ms [2021-09-16 21:00:59 main:574] : INFO : Epoch 1668 | loss: 0.0311499 | val_loss: 0.0311733 | Time: 1570.31 ms [2021-09-16 21:01:00 main:574] : INFO : Epoch 1669 | loss: 0.0311468 | val_loss: 0.0311751 | Time: 1557.16 ms [2021-09-16 21:01:02 main:574] : INFO : Epoch 1670 | loss: 0.0311419 | val_loss: 0.0311752 | Time: 1624.16 ms [2021-09-16 21:01:04 main:574] : INFO : Epoch 1671 | loss: 0.0311393 | val_loss: 0.0311745 | Time: 1618.78 ms [2021-09-16 21:01:05 main:574] : INFO : Epoch 1672 | loss: 0.0311351 | val_loss: 0.0311729 | Time: 1523.63 ms [2021-09-16 21:01:07 main:574] : INFO : Epoch 1673 | loss: 0.0311323 | val_loss: 0.0311751 | Time: 1537.4 ms [2021-09-16 21:01:09 main:574] : INFO : Epoch 1674 | loss: 0.0311295 | val_loss: 0.0311731 | Time: 1627.55 ms [2021-09-16 21:01:10 main:574] : INFO : Epoch 1675 | loss: 0.0311276 | val_loss: 0.0311771 | Time: 1637.46 ms [2021-09-16 21:01:12 main:574] : INFO : Epoch 1676 | loss: 0.0311244 | val_loss: 0.0311784 | Time: 1603.16 ms [2021-09-16 21:01:14 main:574] : INFO : Epoch 1677 | loss: 0.0311224 | val_loss: 0.031179 | Time: 1594.52 ms [2021-09-16 21:01:15 main:574] : INFO : Epoch 1678 | loss: 0.0311195 | val_loss: 0.0311772 | Time: 1575.06 ms [2021-09-16 21:01:17 main:574] : INFO : Epoch 1679 | loss: 0.0311195 | val_loss: 0.0311837 | Time: 1585.04 ms [2021-09-16 21:01:19 main:574] : INFO : Epoch 1680 | loss: 0.0311149 | val_loss: 0.0311825 | Time: 1591.84 ms [2021-09-16 21:01:20 main:574] : INFO : Epoch 1681 | loss: 0.0311132 | val_loss: 0.0311951 | Time: 1575.52 ms [2021-09-16 21:01:22 main:574] : INFO : Epoch 1682 | loss: 0.031111 | val_loss: 0.0311957 | Time: 1690.27 ms [2021-09-16 21:01:24 main:574] : INFO : Epoch 1683 | loss: 0.0311065 | val_loss: 0.0311972 | Time: 1586.01 ms [2021-09-16 21:01:26 main:574] : INFO : Epoch 1684 | loss: 0.0311025 | val_loss: 0.0312003 | Time: 1569.12 ms [2021-09-16 21:01:27 main:574] : INFO : Epoch 1685 | loss: 0.0311017 | val_loss: 0.0311935 | Time: 1538.77 ms [2021-09-16 21:01:29 main:574] : INFO : Epoch 1686 | loss: 0.031096 | val_loss: 0.0312072 | Time: 1625.21 ms [2021-09-16 21:01:31 main:574] : INFO : Epoch 1687 | loss: 0.0310936 | val_loss: 0.031204 | Time: 1610.68 ms [2021-09-16 21:01:32 main:574] : INFO : Epoch 1688 | loss: 0.0310916 | val_loss: 0.0311922 | Time: 1595.52 ms [2021-09-16 21:01:34 main:574] : INFO : Epoch 1689 | loss: 0.0310884 | val_loss: 0.0311986 | Time: 1574.32 ms [2021-09-16 21:01:36 main:574] : INFO : Epoch 1690 | loss: 0.0310842 | val_loss: 0.0312065 | Time: 1564 ms [2021-09-16 21:01:37 main:574] : INFO : Epoch 1691 | loss: 0.0310789 | val_loss: 0.0312112 | Time: 1573.23 ms [2021-09-16 21:01:39 main:574] : INFO : Epoch 1692 | loss: 0.0310746 | val_loss: 0.0312267 | Time: 1610.7 ms [2021-09-16 21:01:41 main:574] : INFO : Epoch 1693 | loss: 0.0310689 | val_loss: 0.0312313 | Time: 1615.23 ms [2021-09-16 21:01:42 main:574] : INFO : Epoch 1694 | loss: 0.0310593 | val_loss: 0.0312416 | Time: 1580.59 ms [2021-09-16 21:01:44 main:574] : INFO : Epoch 1695 | loss: 0.0310542 | val_loss: 0.0312357 | Time: 1593.22 ms [2021-09-16 21:01:46 main:574] : INFO : Epoch 1696 | loss: 0.0310447 | val_loss: 0.0312314 | Time: 1627.18 ms [2021-09-16 21:01:47 main:574] : INFO : Epoch 1697 | loss: 0.0310421 | val_loss: 0.0312541 | Time: 1534.24 ms [2021-09-16 21:01:49 main:574] : INFO : Epoch 1698 | loss: 0.0310354 | val_loss: 0.0312504 | Time: 1606.83 ms [2021-09-16 21:01:51 main:574] : INFO : Epoch 1699 | loss: 0.0310308 | val_loss: 0.031237 | Time: 1621.4 ms [2021-09-16 21:01:53 main:574] : INFO : Epoch 1700 | loss: 0.0310332 | val_loss: 0.0312321 | Time: 1604.88 ms [2021-09-16 21:01:54 main:574] : INFO : Epoch 1701 | loss: 0.0310315 | val_loss: 0.0312717 | Time: 1611.65 ms [2021-09-16 21:01:56 main:574] : INFO : Epoch 1702 | loss: 0.0310269 | val_loss: 0.0312603 | Time: 1554.72 ms [2021-09-16 21:01:57 main:574] : INFO : Epoch 1703 | loss: 0.0310232 | val_loss: 0.0312583 | Time: 1556.34 ms [2021-09-16 21:01:59 main:574] : INFO : Epoch 1704 | loss: 0.0310182 | val_loss: 0.0312738 | Time: 1609.28 ms [2021-09-16 21:02:01 main:574] : INFO : Epoch 1705 | loss: 0.0310266 | val_loss: 0.0312523 | Time: 1639.82 ms [2021-09-16 21:02:03 main:574] : INFO : Epoch 1706 | loss: 0.0310271 | val_loss: 0.0312561 | Time: 1651.8 ms [2021-09-16 21:02:04 main:574] : INFO : Epoch 1707 | loss: 0.0310176 | val_loss: 0.0312699 | Time: 1588.82 ms [2021-09-16 21:02:06 main:574] : INFO : Epoch 1708 | loss: 0.0310139 | val_loss: 0.0312579 | Time: 1570.96 ms [2021-09-16 21:02:09 main:574] : INFO : Epoch 1709 | loss: 0.0310278 | val_loss: 0.0312589 | Time: 1619.02 ms [2021-09-16 21:02:11 main:574] : INFO : Epoch 1710 | loss: 0.0310335 | val_loss: 0.0312371 | Time: 1539.83 ms [2021-09-16 21:02:12 main:574] : INFO : Epoch 1711 | loss: 0.0310214 | val_loss: 0.031286 | Time: 1624.19 ms [2021-09-16 21:02:14 main:574] : INFO : Epoch 1712 | loss: 0.0310199 | val_loss: 0.0312462 | Time: 1567.1 ms [2021-09-16 21:02:16 main:574] : INFO : Epoch 1713 | loss: 0.0310228 | val_loss: 0.0312778 | Time: 1535.33 ms [2021-09-16 21:02:17 main:574] : INFO : Epoch 1714 | loss: 0.031024 | val_loss: 0.0312739 | Time: 1563.2 ms [2021-09-16 21:02:19 main:574] : INFO : Epoch 1715 | loss: 0.0310187 | val_loss: 0.0312978 | Time: 1618.53 ms [2021-09-16 21:02:21 main:574] : INFO : Epoch 1716 | loss: 0.0310168 | val_loss: 0.0312425 | Time: 1617.45 ms [2021-09-16 21:02:22 main:574] : INFO : Epoch 1717 | loss: 0.0310228 | val_loss: 0.0313141 | Time: 1584.73 ms [2021-09-16 21:02:24 main:574] : INFO : Epoch 1718 | loss: 0.0310298 | val_loss: 0.0312829 | Time: 1557.48 ms [2021-09-16 21:02:26 main:574] : INFO : Epoch 1719 | loss: 0.0310312 | val_loss: 0.0312709 | Time: 1570.1 ms [2021-09-16 21:02:27 main:574] : INFO : Epoch 1720 | loss: 0.0310219 | val_loss: 0.0312697 | Time: 1601.61 ms [2021-09-16 21:02:29 main:574] : INFO : Epoch 1721 | loss: 0.031019 | val_loss: 0.031292 | Time: 1657.73 ms [2021-09-16 21:02:31 main:574] : INFO : Epoch 1722 | loss: 0.0310152 | val_loss: 0.0312563 | Time: 1570.41 ms [2021-09-16 21:02:32 main:574] : INFO : Epoch 1723 | loss: 0.0310227 | val_loss: 0.0312497 | Time: 1505.12 ms [2021-09-16 21:02:34 main:574] : INFO : Epoch 1724 | loss: 0.0310255 | val_loss: 0.0312713 | Time: 1603.99 ms [2021-09-16 21:02:35 main:574] : INFO : Epoch 1725 | loss: 0.0310191 | val_loss: 0.0312862 | Time: 1564.38 ms [2021-09-16 21:02:38 main:574] : INFO : Epoch 1726 | loss: 0.0310119 | val_loss: 0.0312586 | Time: 1600.31 ms [2021-09-16 21:02:40 main:574] : INFO : Epoch 1727 | loss: 0.0310163 | val_loss: 0.03128 | Time: 1524.96 ms [2021-09-16 21:02:42 main:574] : INFO : Epoch 1728 | loss: 0.0310262 | val_loss: 0.0312495 | Time: 1553.33 ms [2021-09-16 21:02:43 main:574] : INFO : Epoch 1729 | loss: 0.0310182 | val_loss: 0.0312682 | Time: 1615.15 ms [2021-09-16 21:02:45 main:574] : INFO : Epoch 1730 | loss: 0.0310177 | val_loss: 0.0312769 | Time: 1607.82 ms [2021-09-16 21:02:47 main:574] : INFO : Epoch 1731 | loss: 0.0310237 | val_loss: 0.0312427 | Time: 1573.31 ms [2021-09-16 21:02:49 main:574] : INFO : Epoch 1732 | loss: 0.0310227 | val_loss: 0.0312824 | Time: 1629.69 ms [2021-09-16 21:02:51 main:574] : INFO : Epoch 1733 | loss: 0.0310191 | val_loss: 0.0312963 | Time: 1574.66 ms [2021-09-16 21:02:52 main:574] : INFO : Epoch 1734 | loss: 0.0310179 | val_loss: 0.0312562 | Time: 1549.3 ms [2021-09-16 21:02:54 main:574] : INFO : Epoch 1735 | loss: 0.031017 | val_loss: 0.0312782 | Time: 1587.31 ms [2021-09-16 21:02:56 main:574] : INFO : Epoch 1736 | loss: 0.031011 | val_loss: 0.031263 | Time: 1590.51 ms [2021-09-16 21:02:57 main:574] : INFO : Epoch 1737 | loss: 0.0310284 | val_loss: 0.031286 | Time: 1549.96 ms [2021-09-16 21:02:59 main:574] : INFO : Epoch 1738 | loss: 0.031031 | val_loss: 0.0312853 | Time: 1632.92 ms [2021-09-16 21:03:01 main:574] : INFO : Epoch 1739 | loss: 0.0310187 | val_loss: 0.0312916 | Time: 1606.26 ms [2021-09-16 21:03:02 main:574] : INFO : Epoch 1740 | loss: 0.0310168 | val_loss: 0.0312562 | Time: 1527.53 ms [2021-09-16 21:03:04 main:574] : INFO : Epoch 1741 | loss: 0.0310133 | val_loss: 0.0312757 | Time: 1567 ms [2021-09-16 21:03:06 main:574] : INFO : Epoch 1742 | loss: 0.0310109 | val_loss: 0.031267 | Time: 1567.83 ms [2021-09-16 21:03:07 main:574] : INFO : Epoch 1743 | loss: 0.031014 | val_loss: 0.0312955 | Time: 1596.44 ms [2021-09-16 21:03:09 main:574] : INFO : Epoch 1744 | loss: 0.0310252 | val_loss: 0.0312746 | Time: 1598.36 ms [2021-09-16 21:03:11 main:574] : INFO : Epoch 1745 | loss: 0.0310325 | val_loss: 0.031278 | Time: 1611.82 ms [2021-09-16 21:03:12 main:574] : INFO : Epoch 1746 | loss: 0.03102 | val_loss: 0.0312464 | Time: 1602.8 ms [2021-09-16 21:03:14 main:574] : INFO : Epoch 1747 | loss: 0.0310212 | val_loss: 0.0312611 | Time: 1871.9 ms [2021-09-16 21:03:17 main:574] : INFO : Epoch 1748 | loss: 0.031013 | val_loss: 0.0312708 | Time: 1922.69 ms [2021-09-16 21:03:19 main:574] : INFO : Epoch 1749 | loss: 0.0310097 | val_loss: 0.0312812 | Time: 1902.66 ms [2021-09-16 21:03:20 main:574] : INFO : Epoch 1750 | loss: 0.0310249 | val_loss: 0.0312816 | Time: 1694.51 ms [2021-09-16 21:03:22 main:574] : INFO : Epoch 1751 | loss: 0.0310172 | val_loss: 0.0312849 | Time: 1584.58 ms [2021-09-16 21:03:24 main:574] : INFO : Epoch 1752 | loss: 0.0310184 | val_loss: 0.0312497 | Time: 1675.6 ms [2021-09-16 21:03:26 main:574] : INFO : Epoch 1753 | loss: 0.0310263 | val_loss: 0.0312937 | Time: 1734.93 ms [2021-09-16 21:03:27 main:574] : INFO : Epoch 1754 | loss: 0.0310166 | val_loss: 0.0312693 | Time: 1682.88 ms [2021-09-16 21:03:29 main:574] : INFO : Epoch 1755 | loss: 0.0310142 | val_loss: 0.0312761 | Time: 1654.79 ms [2021-09-16 21:03:31 main:574] : INFO : Epoch 1756 | loss: 0.0310157 | val_loss: 0.0312659 | Time: 1595.92 ms [2021-09-16 21:03:33 main:574] : INFO : Epoch 1757 | loss: 0.0310187 | val_loss: 0.031287 | Time: 1645.43 ms [2021-09-16 21:03:34 main:574] : INFO : Epoch 1758 | loss: 0.0310087 | val_loss: 0.0312477 | Time: 1660.63 ms [2021-09-16 21:03:36 main:574] : INFO : Epoch 1759 | loss: 0.0310263 | val_loss: 0.0312398 | Time: 1622.18 ms [2021-09-16 21:03:38 main:574] : INFO : Epoch 1760 | loss: 0.0310392 | val_loss: 0.0312274 | Time: 1633.88 ms [2021-09-16 21:03:39 main:574] : INFO : Epoch 1761 | loss: 0.0310302 | val_loss: 0.0312618 | Time: 1643.92 ms [2021-09-16 21:03:41 main:574] : INFO : Epoch 1762 | loss: 0.0310204 | val_loss: 0.0312538 | Time: 1576.71 ms [2021-09-16 21:03:43 main:574] : INFO : Epoch 1763 | loss: 0.0310262 | val_loss: 0.0312741 | Time: 1590.52 ms [2021-09-16 21:03:44 main:574] : INFO : Epoch 1764 | loss: 0.031014 | val_loss: 0.0312679 | Time: 1608.93 ms [2021-09-16 21:03:46 main:574] : INFO : Epoch 1765 | loss: 0.0310171 | val_loss: 0.0312351 | Time: 1592.98 ms [2021-09-16 21:03:48 main:574] : INFO : Epoch 1766 | loss: 0.0310197 | val_loss: 0.0312853 | Time: 1820.45 ms [2021-09-16 21:03:50 main:574] : INFO : Epoch 1767 | loss: 0.0310208 | val_loss: 0.0312659 | Time: 1695.18 ms [2021-09-16 21:03:52 main:574] : INFO : Epoch 1768 | loss: 0.0310168 | val_loss: 0.0312625 | Time: 1622.35 ms [2021-09-16 21:03:54 main:574] : INFO : Epoch 1769 | loss: 0.0311052 | val_loss: 0.0311962 | Time: 1635.67 ms [2021-09-16 21:03:56 main:574] : INFO : Epoch 1770 | loss: 0.0310942 | val_loss: 0.0312112 | Time: 1617.11 ms [2021-09-16 21:03:58 main:574] : INFO : Epoch 1771 | loss: 0.0310655 | val_loss: 0.0312386 | Time: 1597.58 ms [2021-09-16 21:04:00 main:574] : INFO : Epoch 1772 | loss: 0.0310376 | val_loss: 0.0312405 | Time: 1621.36 ms [2021-09-16 21:04:02 main:574] : INFO : Epoch 1773 | loss: 0.0310264 | val_loss: 0.0312682 | Time: 1636.99 ms [2021-09-16 21:04:04 main:574] : INFO : Epoch 1774 | loss: 0.0310127 | val_loss: 0.031251 | Time: 1608.24 ms [2021-09-16 21:04:05 main:574] : INFO : Epoch 1775 | loss: 0.0310173 | val_loss: 0.0313055 | Time: 1584.26 ms [2021-09-16 21:04:07 main:574] : INFO : Epoch 1776 | loss: 0.0310229 | val_loss: 0.0312544 | Time: 1564.92 ms [2021-09-16 21:04:08 main:574] : INFO : Epoch 1777 | loss: 0.0310132 | val_loss: 0.0312703 | Time: 1581.4 ms [2021-09-16 21:04:10 main:574] : INFO : Epoch 1778 | loss: 0.0310093 | val_loss: 0.0312966 | Time: 1590.4 ms [2021-09-16 21:04:12 main:574] : INFO : Epoch 1779 | loss: 0.031008 | val_loss: 0.0312843 | Time: 1569.01 ms [2021-09-16 21:04:14 main:574] : INFO : Epoch 1780 | loss: 0.0310117 | val_loss: 0.0312733 | Time: 1677.17 ms [2021-09-16 21:04:15 main:574] : INFO : Epoch 1781 | loss: 0.0310174 | val_loss: 0.0312951 | Time: 1575.78 ms [2021-09-16 21:04:17 main:574] : INFO : Epoch 1782 | loss: 0.0310163 | val_loss: 0.0312757 | Time: 1569.2 ms [2021-09-16 21:04:19 main:574] : INFO : Epoch 1783 | loss: 0.0310118 | val_loss: 0.0312702 | Time: 1545.18 ms [2021-09-16 21:04:20 main:574] : INFO : Epoch 1784 | loss: 0.0310243 | val_loss: 0.0312628 | Time: 1608.13 ms [2021-09-16 21:04:22 main:574] : INFO : Epoch 1785 | loss: 0.0310288 | val_loss: 0.0312681 | Time: 1618.27 ms [2021-09-16 21:04:24 main:574] : INFO : Epoch 1786 | loss: 0.0310205 | val_loss: 0.0312868 | Time: 1608.52 ms [2021-09-16 21:04:25 main:574] : INFO : Epoch 1787 | loss: 0.0310198 | val_loss: 0.0312861 | Time: 1556.03 ms [2021-09-16 21:04:27 main:574] : INFO : Epoch 1788 | loss: 0.031022 | val_loss: 0.0312636 | Time: 1599.97 ms [2021-09-16 21:04:29 main:574] : INFO : Epoch 1789 | loss: 0.03101 | val_loss: 0.0312797 | Time: 1578.68 ms [2021-09-16 21:04:31 main:574] : INFO : Epoch 1790 | loss: 0.0310178 | val_loss: 0.0312615 | Time: 1576.43 ms [2021-09-16 21:04:32 main:574] : INFO : Epoch 1791 | loss: 0.0310185 | val_loss: 0.0312957 | Time: 1590.36 ms [2021-09-16 21:04:34 main:574] : INFO : Epoch 1792 | loss: 0.0310113 | val_loss: 0.0312701 | Time: 1555.95 ms [2021-09-16 21:04:36 main:574] : INFO : Epoch 1793 | loss: 0.0310218 | val_loss: 0.0312508 | Time: 1617.63 ms [2021-09-16 21:04:38 main:574] : INFO : Epoch 1794 | loss: 0.0310154 | val_loss: 0.0312766 | Time: 1605.92 ms [2021-09-16 21:04:39 main:574] : INFO : Epoch 1795 | loss: 0.0310237 | val_loss: 0.0312474 | Time: 1560.12 ms [2021-09-16 21:04:41 main:574] : INFO : Epoch 1796 | loss: 0.0310187 | val_loss: 0.0312497 | Time: 1531.59 ms [2021-09-16 21:04:43 main:574] : INFO : Epoch 1797 | loss: 0.0310168 | val_loss: 0.0312678 | Time: 1727.33 ms [2021-09-16 21:04:44 main:574] : INFO : Epoch 1798 | loss: 0.0310115 | val_loss: 0.0312924 | Time: 1652.19 ms [2021-09-16 21:04:46 main:574] : INFO : Epoch 1799 | loss: 0.0310156 | val_loss: 0.0312876 | Time: 1619.03 ms [2021-09-16 21:04:48 main:574] : INFO : Epoch 1800 | loss: 0.0310181 | val_loss: 0.0312971 | Time: 1579.48 ms [2021-09-16 21:04:51 main:574] : INFO : Epoch 1801 | loss: 0.0310138 | val_loss: 0.0312566 | Time: 1565.3 ms [2021-09-16 21:04:54 main:574] : INFO : Epoch 1802 | loss: 0.0310145 | val_loss: 0.0312717 | Time: 1576.88 ms [2021-09-16 21:04:56 main:574] : INFO : Epoch 1803 | loss: 0.0310276 | val_loss: 0.0312871 | Time: 1612.84 ms [2021-09-16 21:04:58 main:574] : INFO : Epoch 1804 | loss: 0.0310201 | val_loss: 0.0312741 | Time: 1601.32 ms [2021-09-16 21:04:59 main:574] : INFO : Epoch 1805 | loss: 0.0310211 | val_loss: 0.0312685 | Time: 1555.21 ms [2021-09-16 21:05:01 main:574] : INFO : Epoch 1806 | loss: 0.0310217 | val_loss: 0.0312691 | Time: 1552.29 ms [2021-09-16 21:05:03 main:574] : INFO : Epoch 1807 | loss: 0.0310111 | val_loss: 0.0312596 | Time: 1599.87 ms [2021-09-16 21:05:04 main:574] : INFO : Epoch 1808 | loss: 0.031012 | val_loss: 0.031304 | Time: 1642.39 ms [2021-09-16 21:05:06 main:574] : INFO : Epoch 1809 | loss: 0.0310146 | val_loss: 0.0312865 | Time: 1605.15 ms [2021-09-16 21:05:08 main:574] : INFO : Epoch 1810 | loss: 0.031015 | val_loss: 0.0312858 | Time: 1592.53 ms [2021-09-16 21:05:09 main:574] : INFO : Epoch 1811 | loss: 0.0310129 | val_loss: 0.0312552 | Time: 1548.01 ms [2021-09-16 21:05:12 main:574] : INFO : Epoch 1812 | loss: 0.0310162 | val_loss: 0.0312658 | Time: 1601.75 ms [2021-09-16 21:05:14 main:574] : INFO : Epoch 1813 | loss: 0.0310082 | val_loss: 0.0312894 | Time: 1605.13 ms [2021-09-16 21:05:15 main:574] : INFO : Epoch 1814 | loss: 0.0310183 | val_loss: 0.0312501 | Time: 1515.85 ms [2021-09-16 21:05:17 main:574] : INFO : Epoch 1815 | loss: 0.0310332 | val_loss: 0.0312814 | Time: 1541.72 ms [2021-09-16 21:05:19 main:574] : INFO : Epoch 1816 | loss: 0.0310287 | val_loss: 0.0312816 | Time: 1666.72 ms [2021-09-16 21:05:20 main:574] : INFO : Epoch 1817 | loss: 0.0310125 | val_loss: 0.0312722 | Time: 1631.87 ms [2021-09-16 21:05:22 main:574] : INFO : Epoch 1818 | loss: 0.0310027 | val_loss: 0.0312906 | Time: 1610.89 ms [2021-09-16 21:05:24 main:574] : INFO : Epoch 1819 | loss: 0.0310078 | val_loss: 0.0312635 | Time: 1576.09 ms [2021-09-16 21:05:25 main:574] : INFO : Epoch 1820 | loss: 0.0310075 | val_loss: 0.0312727 | Time: 1548.66 ms [2021-09-16 21:05:27 main:574] : INFO : Epoch 1821 | loss: 0.0310101 | val_loss: 0.0312874 | Time: 1584.24 ms [2021-09-16 21:05:29 main:574] : INFO : Epoch 1822 | loss: 0.0310112 | val_loss: 0.0312852 | Time: 1643.73 ms [2021-09-16 21:05:30 main:574] : INFO : Epoch 1823 | loss: 0.0310039 | val_loss: 0.0312682 | Time: 1614.9 ms [2021-09-16 21:05:32 main:574] : INFO : Epoch 1824 | loss: 0.0310075 | val_loss: 0.0312433 | Time: 1608.87 ms [2021-09-16 21:05:34 main:574] : INFO : Epoch 1825 | loss: 0.0310161 | val_loss: 0.0312537 | Time: 1661.87 ms [2021-09-16 21:05:35 main:574] : INFO : Epoch 1826 | loss: 0.0310172 | val_loss: 0.0312953 | Time: 1517.19 ms [2021-09-16 21:05:37 main:574] : INFO : Epoch 1827 | loss: 0.0310103 | val_loss: 0.0312659 | Time: 1564.13 ms [2021-09-16 21:05:39 main:574] : INFO : Epoch 1828 | loss: 0.0310103 | val_loss: 0.0312606 | Time: 1630.01 ms [2021-09-16 21:05:40 main:574] : INFO : Epoch 1829 | loss: 0.0310105 | val_loss: 0.0312785 | Time: 1618.32 ms [2021-09-16 21:05:42 main:574] : INFO : Epoch 1830 | loss: 0.0310091 | val_loss: 0.0312739 | Time: 1610.97 ms [2021-09-16 21:05:44 main:574] : INFO : Epoch 1831 | loss: 0.0310264 | val_loss: 0.0312783 | Time: 1583.15 ms [2021-09-16 21:05:45 main:574] : INFO : Epoch 1832 | loss: 0.03102 | val_loss: 0.0312699 | Time: 1563.85 ms [2021-09-16 21:05:47 main:574] : INFO : Epoch 1833 | loss: 0.0310116 | val_loss: 0.0312588 | Time: 1578.98 ms [2021-09-16 21:05:49 main:574] : INFO : Epoch 1834 | loss: 0.0310098 | val_loss: 0.0312729 | Time: 1585.2 ms [2021-09-16 21:05:50 main:574] : INFO : Epoch 1835 | loss: 0.0310186 | val_loss: 0.0313014 | Time: 1593.52 ms [2021-09-16 21:05:52 main:574] : INFO : Epoch 1836 | loss: 0.0310185 | val_loss: 0.0312582 | Time: 1592.61 ms [2021-09-16 21:05:54 main:574] : INFO : Epoch 1837 | loss: 0.031012 | val_loss: 0.0312839 | Time: 1472.39 ms [2021-09-16 21:05:55 main:574] : INFO : Epoch 1838 | loss: 0.0310167 | val_loss: 0.0312524 | Time: 1616.38 ms [2021-09-16 21:05:57 main:574] : INFO : Epoch 1839 | loss: 0.0310139 | val_loss: 0.0312762 | Time: 1611.69 ms [2021-09-16 21:05:59 main:574] : INFO : Epoch 1840 | loss: 0.0310065 | val_loss: 0.0312801 | Time: 1619.67 ms [2021-09-16 21:06:00 main:574] : INFO : Epoch 1841 | loss: 0.0310097 | val_loss: 0.0312786 | Time: 1593.99 ms [2021-09-16 21:06:02 main:574] : INFO : Epoch 1842 | loss: 0.0310123 | val_loss: 0.031258 | Time: 1532.21 ms [2021-09-16 21:06:03 main:574] : INFO : Epoch 1843 | loss: 0.0310156 | val_loss: 0.0312849 | Time: 1573.51 ms [2021-09-16 21:06:05 main:574] : INFO : Epoch 1844 | loss: 0.0310043 | val_loss: 0.0312756 | Time: 1608.85 ms [2021-09-16 21:06:07 main:574] : INFO : Epoch 1845 | loss: 0.031003 | val_loss: 0.0312535 | Time: 1635.38 ms [2021-09-16 21:06:08 main:574] : INFO : Epoch 1846 | loss: 0.0310191 | val_loss: 0.0312749 | Time: 1581.68 ms [2021-09-16 21:06:10 main:574] : INFO : Epoch 1847 | loss: 0.0310201 | val_loss: 0.0312982 | Time: 1581.45 ms [2021-09-16 21:06:12 main:574] : INFO : Epoch 1848 | loss: 0.0310148 | val_loss: 0.0312768 | Time: 1559.88 ms [2021-09-16 21:06:14 main:574] : INFO : Epoch 1849 | loss: 0.0310118 | val_loss: 0.0312562 | Time: 1566.39 ms [2021-09-16 21:06:15 main:574] : INFO : Epoch 1850 | loss: 0.0310175 | val_loss: 0.0312986 | Time: 1626.24 ms [2021-09-16 21:06:17 main:574] : INFO : Epoch 1851 | loss: 0.0310153 | val_loss: 0.0312938 | Time: 1595.73 ms [2021-09-16 21:06:19 main:574] : INFO : Epoch 1852 | loss: 0.0310254 | val_loss: 0.0312665 | Time: 1671.47 ms [2021-09-16 21:06:20 main:574] : INFO : Epoch 1853 | loss: 0.0310154 | val_loss: 0.0312615 | Time: 1584.44 ms [2021-09-16 21:06:22 main:574] : INFO : Epoch 1854 | loss: 0.0310206 | val_loss: 0.0312887 | Time: 1531.06 ms [2021-09-16 21:06:23 main:574] : INFO : Epoch 1855 | loss: 0.0310265 | val_loss: 0.0312695 | Time: 1549.72 ms [2021-09-16 21:06:25 main:574] : INFO : Epoch 1856 | loss: 0.0310211 | val_loss: 0.0313043 | Time: 1618.23 ms [2021-09-16 21:06:27 main:574] : INFO : Epoch 1857 | loss: 0.0310185 | val_loss: 0.0312633 | Time: 1605.7 ms [2021-09-16 21:06:28 main:574] : INFO : Epoch 1858 | loss: 0.0310158 | val_loss: 0.0312644 | Time: 1613.64 ms [2021-09-16 21:06:30 main:574] : INFO : Epoch 1859 | loss: 0.0310243 | val_loss: 0.0312813 | Time: 1561.43 ms [2021-09-16 21:06:32 main:574] : INFO : Epoch 1860 | loss: 0.0310236 | val_loss: 0.0312799 | Time: 1561.55 ms [2021-09-16 21:06:33 main:574] : INFO : Epoch 1861 | loss: 0.0310209 | val_loss: 0.0312593 | Time: 1584.97 ms [2021-09-16 21:06:35 main:574] : INFO : Epoch 1862 | loss: 0.0310204 | val_loss: 0.0312375 | Time: 1604.56 ms [2021-09-16 21:06:37 main:574] : INFO : Epoch 1863 | loss: 0.0310182 | val_loss: 0.0312519 | Time: 1578.46 ms [2021-09-16 21:06:38 main:574] : INFO : Epoch 1864 | loss: 0.0310175 | val_loss: 0.0312682 | Time: 1602.12 ms [2021-09-16 21:06:40 main:574] : INFO : Epoch 1865 | loss: 0.031019 | val_loss: 0.0312865 | Time: 1611.52 ms [2021-09-16 21:06:42 main:574] : INFO : Epoch 1866 | loss: 0.0310252 | val_loss: 0.0313303 | Time: 1503.84 ms [2021-09-16 21:06:43 main:574] : INFO : Epoch 1867 | loss: 0.0310112 | val_loss: 0.031258 | Time: 1603.35 ms [2021-09-16 21:06:45 main:574] : INFO : Epoch 1868 | loss: 0.0310125 | val_loss: 0.0312751 | Time: 1644.86 ms [2021-09-16 21:06:47 main:574] : INFO : Epoch 1869 | loss: 0.0310107 | val_loss: 0.0312729 | Time: 1600.44 ms [2021-09-16 21:06:48 main:574] : INFO : Epoch 1870 | loss: 0.0310205 | val_loss: 0.0312761 | Time: 1573.37 ms [2021-09-16 21:06:50 main:574] : INFO : Epoch 1871 | loss: 0.0310116 | val_loss: 0.0312814 | Time: 1544.63 ms [2021-09-16 21:06:52 main:574] : INFO : Epoch 1872 | loss: 0.0310115 | val_loss: 0.0312767 | Time: 1600.23 ms [2021-09-16 21:06:53 main:574] : INFO : Epoch 1873 | loss: 0.0310164 | val_loss: 0.0312476 | Time: 1624.75 ms [2021-09-16 21:06:55 main:574] : INFO : Epoch 1874 | loss: 0.0310165 | val_loss: 0.031318 | Time: 1611.85 ms [2021-09-16 21:06:57 main:574] : INFO : Epoch 1875 | loss: 0.0310175 | val_loss: 0.0312933 | Time: 1610.62 ms [2021-09-16 21:06:58 main:574] : INFO : Epoch 1876 | loss: 0.0310152 | val_loss: 0.0312601 | Time: 1574.28 ms [2021-09-16 21:07:00 main:574] : INFO : Epoch 1877 | loss: 0.0310154 | val_loss: 0.0312753 | Time: 1582.35 ms [2021-09-16 21:07:02 main:574] : INFO : Epoch 1878 | loss: 0.0310161 | val_loss: 0.0312677 | Time: 1518.67 ms [2021-09-16 21:07:03 main:574] : INFO : Epoch 1879 | loss: 0.031016 | val_loss: 0.0312587 | Time: 1577.54 ms [2021-09-16 21:07:05 main:574] : INFO : Epoch 1880 | loss: 0.0310131 | val_loss: 0.0312544 | Time: 1658.46 ms [2021-09-16 21:07:07 main:574] : INFO : Epoch 1881 | loss: 0.0310127 | val_loss: 0.0312727 | Time: 1613.75 ms [2021-09-16 21:07:09 main:574] : INFO : Epoch 1882 | loss: 0.0310024 | val_loss: 0.0312905 | Time: 1576.2 ms [2021-09-16 21:07:10 main:574] : INFO : Epoch 1883 | loss: 0.0310033 | val_loss: 0.0312989 | Time: 1563.3 ms [2021-09-16 21:07:12 main:574] : INFO : Epoch 1884 | loss: 0.0310034 | val_loss: 0.0312681 | Time: 1568.88 ms [2021-09-16 21:07:14 main:574] : INFO : Epoch 1885 | loss: 0.0310094 | val_loss: 0.0312832 | Time: 1621.05 ms [2021-09-16 21:07:15 main:574] : INFO : Epoch 1886 | loss: 0.0310188 | val_loss: 0.0312555 | Time: 1618.45 ms [2021-09-16 21:07:17 main:574] : INFO : Epoch 1887 | loss: 0.0310152 | val_loss: 0.0312691 | Time: 1559.81 ms [2021-09-16 21:07:19 main:574] : INFO : Epoch 1888 | loss: 0.0310101 | val_loss: 0.0312988 | Time: 1570.22 ms [2021-09-16 21:07:20 main:574] : INFO : Epoch 1889 | loss: 0.0310221 | val_loss: 0.0312981 | Time: 1618.16 ms [2021-09-16 21:07:22 main:574] : INFO : Epoch 1890 | loss: 0.0310169 | val_loss: 0.031266 | Time: 1519.57 ms [2021-09-16 21:07:24 main:574] : INFO : Epoch 1891 | loss: 0.0310124 | val_loss: 0.031262 | Time: 1672.25 ms [2021-09-16 21:07:26 main:574] : INFO : Epoch 1892 | loss: 0.031004 | val_loss: 0.0312639 | Time: 1613.99 ms [2021-09-16 21:07:27 main:574] : INFO : Epoch 1893 | loss: 0.0310066 | val_loss: 0.0312499 | Time: 1604.57 ms [2021-09-16 21:07:29 main:574] : INFO : Epoch 1894 | loss: 0.031019 | val_loss: 0.031263 | Time: 1606.6 ms [2021-09-16 21:07:30 main:574] : INFO : Epoch 1895 | loss: 0.0310276 | val_loss: 0.0312753 | Time: 1578.37 ms [2021-09-16 21:07:32 main:574] : INFO : Epoch 1896 | loss: 0.0310187 | val_loss: 0.0312866 | Time: 1591.12 ms [2021-09-16 21:07:34 main:574] : INFO : Epoch 1897 | loss: 0.0310096 | val_loss: 0.0312959 | Time: 1606.36 ms [2021-09-16 21:07:36 main:574] : INFO : Epoch 1898 | loss: 0.0310064 | val_loss: 0.0313105 | Time: 1630.53 ms [2021-09-16 21:07:37 main:574] : INFO : Epoch 1899 | loss: 0.0310125 | val_loss: 0.0312571 | Time: 1586.86 ms [2021-09-16 21:07:39 main:574] : INFO : Epoch 1900 | loss: 0.0310184 | val_loss: 0.0312502 | Time: 1575.89 ms [2021-09-16 21:07:41 main:574] : INFO : Epoch 1901 | loss: 0.0310221 | val_loss: 0.0312884 | Time: 1567.12 ms [2021-09-16 21:07:42 main:574] : INFO : Epoch 1902 | loss: 0.0310147 | val_loss: 0.0312787 | Time: 1601.93 ms [2021-09-16 21:07:44 main:574] : INFO : Epoch 1903 | loss: 0.0310095 | val_loss: 0.0312965 | Time: 1592.77 ms [2021-09-16 21:07:46 main:574] : INFO : Epoch 1904 | loss: 0.0310086 | val_loss: 0.0312976 | Time: 1691.64 ms [2021-09-16 21:07:47 main:574] : INFO : Epoch 1905 | loss: 0.0310087 | val_loss: 0.0312593 | Time: 1562.65 ms [2021-09-16 21:07:49 main:574] : INFO : Epoch 1906 | loss: 0.0310157 | val_loss: 0.0312779 | Time: 1594.57 ms [2021-09-16 21:07:51 main:574] : INFO : Epoch 1907 | loss: 0.0310111 | val_loss: 0.0312738 | Time: 1680.57 ms [2021-09-16 21:07:53 main:574] : INFO : Epoch 1908 | loss: 0.0310052 | val_loss: 0.0312593 | Time: 1530.82 ms [2021-09-16 21:07:54 main:574] : INFO : Epoch 1909 | loss: 0.0310131 | val_loss: 0.0312522 | Time: 1556.37 ms [2021-09-16 21:07:56 main:574] : INFO : Epoch 1910 | loss: 0.0310153 | val_loss: 0.031279 | Time: 1636.31 ms [2021-09-16 21:07:58 main:574] : INFO : Epoch 1911 | loss: 0.0310239 | val_loss: 0.0312989 | Time: 1638.63 ms [2021-09-16 21:07:59 main:574] : INFO : Epoch 1912 | loss: 0.0310197 | val_loss: 0.0312904 | Time: 1607.88 ms [2021-09-16 21:08:01 main:574] : INFO : Epoch 1913 | loss: 0.0310085 | val_loss: 0.0312649 | Time: 1586.81 ms [2021-09-16 21:08:03 main:574] : INFO : Epoch 1914 | loss: 0.0310102 | val_loss: 0.0312933 | Time: 1580.56 ms [2021-09-16 21:08:04 main:574] : INFO : Epoch 1915 | loss: 0.0310049 | val_loss: 0.0312787 | Time: 1623.55 ms [2021-09-16 21:08:06 main:574] : INFO : Epoch 1916 | loss: 0.0310013 | val_loss: 0.0312751 | Time: 1580.36 ms [2021-09-16 21:08:08 main:574] : INFO : Epoch 1917 | loss: 0.0310124 | val_loss: 0.0313119 | Time: 1583.83 ms [2021-09-16 21:08:09 main:574] : INFO : Epoch 1918 | loss: 0.0310165 | val_loss: 0.0312556 | Time: 1694.14 ms [2021-09-16 21:08:11 main:574] : INFO : Epoch 1919 | loss: 0.0310142 | val_loss: 0.0312761 | Time: 1583.34 ms [2021-09-16 21:08:13 main:574] : INFO : Epoch 1920 | loss: 0.031006 | val_loss: 0.031289 | Time: 1528.5 ms [2021-09-16 21:08:14 main:574] : INFO : Epoch 1921 | loss: 0.0310108 | val_loss: 0.0312631 | Time: 1565.45 ms [2021-09-16 21:08:16 main:574] : INFO : Epoch 1922 | loss: 0.0310092 | val_loss: 0.0312707 | Time: 1597.97 ms [2021-09-16 21:08:18 main:574] : INFO : Epoch 1923 | loss: 0.031011 | val_loss: 0.0312705 | Time: 1625.5 ms [2021-09-16 21:08:19 main:574] : INFO : Epoch 1924 | loss: 0.0310155 | val_loss: 0.0312897 | Time: 1599.58 ms [2021-09-16 21:08:21 main:574] : INFO : Epoch 1925 | loss: 0.0310209 | val_loss: 0.031266 | Time: 1521.9 ms [2021-09-16 21:08:23 main:574] : INFO : Epoch 1926 | loss: 0.0310049 | val_loss: 0.0312788 | Time: 1575.8 ms [2021-09-16 21:08:24 main:574] : INFO : Epoch 1927 | loss: 0.0310042 | val_loss: 0.0312769 | Time: 1623.18 ms [2021-09-16 21:08:26 main:574] : INFO : Epoch 1928 | loss: 0.0310055 | val_loss: 0.0312865 | Time: 1633.09 ms [2021-09-16 21:08:28 main:574] : INFO : Epoch 1929 | loss: 0.0310159 | val_loss: 0.0312973 | Time: 1592.63 ms [2021-09-16 21:08:29 main:574] : INFO : Epoch 1930 | loss: 0.0310144 | val_loss: 0.0312826 | Time: 1647.43 ms [2021-09-16 21:08:31 main:574] : INFO : Epoch 1931 | loss: 0.0310069 | val_loss: 0.0312844 | Time: 1603.61 ms [2021-09-16 21:08:33 main:574] : INFO : Epoch 1932 | loss: 0.0310112 | val_loss: 0.0312684 | Time: 1532.3 ms [2021-09-16 21:08:35 main:574] : INFO : Epoch 1933 | loss: 0.0310152 | val_loss: 0.0312847 | Time: 1547.17 ms [2021-09-16 21:08:36 main:574] : INFO : Epoch 1934 | loss: 0.0310182 | val_loss: 0.0312537 | Time: 1641.11 ms [2021-09-16 21:08:38 main:574] : INFO : Epoch 1935 | loss: 0.031015 | val_loss: 0.0312735 | Time: 1632.87 ms [2021-09-16 21:08:40 main:574] : INFO : Epoch 1936 | loss: 0.0310139 | val_loss: 0.0312877 | Time: 1586.6 ms [2021-09-16 21:08:41 main:574] : INFO : Epoch 1937 | loss: 0.0310084 | val_loss: 0.0312777 | Time: 1541.84 ms [2021-09-16 21:08:43 main:574] : INFO : Epoch 1938 | loss: 0.0310256 | val_loss: 0.0312856 | Time: 1667.1 ms [2021-09-16 21:08:45 main:574] : INFO : Epoch 1939 | loss: 0.0310159 | val_loss: 0.0312319 | Time: 1664 ms [2021-09-16 21:08:46 main:574] : INFO : Epoch 1940 | loss: 0.0310172 | val_loss: 0.0312781 | Time: 1614.48 ms [2021-09-16 21:08:48 main:574] : INFO : Epoch 1941 | loss: 0.0310114 | val_loss: 0.0312978 | Time: 1596.55 ms [2021-09-16 21:08:50 main:574] : INFO : Epoch 1942 | loss: 0.0310126 | val_loss: 0.0312434 | Time: 1619.92 ms [2021-09-16 21:08:52 main:574] : INFO : Epoch 1943 | loss: 0.0310111 | val_loss: 0.0312442 | Time: 1545.87 ms [2021-09-16 21:08:53 main:574] : INFO : Epoch 1944 | loss: 0.0310096 | val_loss: 0.0312765 | Time: 1636.59 ms [2021-09-16 21:08:55 main:574] : INFO : Epoch 1945 | loss: 0.0310027 | val_loss: 0.0312614 | Time: 1541.3 ms [2021-09-16 21:08:56 main:574] : INFO : Epoch 1946 | loss: 0.0310163 | val_loss: 0.0312505 | Time: 1587.43 ms [2021-09-16 21:08:58 main:574] : INFO : Epoch 1947 | loss: 0.0310235 | val_loss: 0.0312654 | Time: 1603.12 ms [2021-09-16 21:09:00 main:574] : INFO : Epoch 1948 | loss: 0.0310264 | val_loss: 0.031308 | Time: 1633.81 ms [2021-09-16 21:09:02 main:574] : INFO : Epoch 1949 | loss: 0.031011 | val_loss: 0.0312958 | Time: 1561.1 ms [2021-09-16 21:09:03 main:574] : INFO : Epoch 1950 | loss: 0.0310078 | val_loss: 0.0312845 | Time: 1531.59 ms [2021-09-16 21:09:05 main:574] : INFO : Epoch 1951 | loss: 0.0310121 | val_loss: 0.0312448 | Time: 1594.21 ms [2021-09-16 21:09:07 main:574] : INFO : Epoch 1952 | loss: 0.031017 | val_loss: 0.0312544 | Time: 1612.5 ms [2021-09-16 21:09:08 main:574] : INFO : Epoch 1953 | loss: 0.0310114 | val_loss: 0.0312675 | Time: 1615.58 ms [2021-09-16 21:09:10 main:574] : INFO : Epoch 1954 | loss: 0.0310034 | val_loss: 0.0312926 | Time: 1625.9 ms [2021-09-16 21:09:12 main:574] : INFO : Epoch 1955 | loss: 0.031006 | val_loss: 0.0312718 | Time: 1552.84 ms [2021-09-16 21:09:13 main:574] : INFO : Epoch 1956 | loss: 0.031016 | val_loss: 0.0312673 | Time: 1587.58 ms [2021-09-16 21:09:15 main:574] : INFO : Epoch 1957 | loss: 0.0310176 | val_loss: 0.0312571 | Time: 1488.71 ms [2021-09-16 21:09:17 main:574] : INFO : Epoch 1958 | loss: 0.0310134 | val_loss: 0.0312946 | Time: 1619.66 ms [2021-09-16 21:09:19 main:574] : INFO : Epoch 1959 | loss: 0.0310123 | val_loss: 0.0312712 | Time: 1556.48 ms [2021-09-16 21:09:21 main:574] : INFO : Epoch 1960 | loss: 0.0310128 | val_loss: 0.0312717 | Time: 1543.65 ms [2021-09-16 21:09:23 main:574] : INFO : Epoch 1961 | loss: 0.0310092 | val_loss: 0.0312638 | Time: 1603.29 ms [2021-09-16 21:09:24 main:574] : INFO : Epoch 1962 | loss: 0.0310179 | val_loss: 0.0312723 | Time: 1624.47 ms [2021-09-16 21:09:26 main:574] : INFO : Epoch 1963 | loss: 0.03102 | val_loss: 0.0312772 | Time: 1602.49 ms [2021-09-16 21:09:28 main:574] : INFO : Epoch 1964 | loss: 0.0310138 | val_loss: 0.0312399 | Time: 1542.09 ms [2021-09-16 21:09:29 main:574] : INFO : Epoch 1965 | loss: 0.0310089 | val_loss: 0.0312644 | Time: 1605.05 ms [2021-09-16 21:09:31 main:574] : INFO : Epoch 1966 | loss: 0.0310195 | val_loss: 0.0313003 | Time: 1598.8 ms [2021-09-16 21:09:33 main:574] : INFO : Epoch 1967 | loss: 0.0310267 | val_loss: 0.0312832 | Time: 1627.41 ms [2021-09-16 21:09:34 main:574] : INFO : Epoch 1968 | loss: 0.0310086 | val_loss: 0.0312537 | Time: 1596.82 ms [2021-09-16 21:09:36 main:574] : INFO : Epoch 1969 | loss: 0.0310089 | val_loss: 0.0312909 | Time: 1599.93 ms [2021-09-16 21:09:38 main:574] : INFO : Epoch 1970 | loss: 0.0310099 | val_loss: 0.0313006 | Time: 1607.16 ms [2021-09-16 21:09:39 main:574] : INFO : Epoch 1971 | loss: 0.0310119 | val_loss: 0.0312794 | Time: 1507.63 ms [2021-09-16 21:09:41 main:574] : INFO : Epoch 1972 | loss: 0.0310063 | val_loss: 0.0312729 | Time: 1654.45 ms [2021-09-16 21:09:43 main:574] : INFO : Epoch 1973 | loss: 0.0310046 | val_loss: 0.0312722 | Time: 1520.84 ms [2021-09-16 21:09:46 main:574] : INFO : Epoch 1974 | loss: 0.0310084 | val_loss: 0.0312734 | Time: 1566.68 ms [2021-09-16 21:09:47 main:574] : INFO : Epoch 1975 | loss: 0.0310154 | val_loss: 0.0312643 | Time: 1530.19 ms [2021-09-16 21:09:49 main:574] : INFO : Epoch 1976 | loss: 0.0310353 | val_loss: 0.0312556 | Time: 1577.64 ms [2021-09-16 21:09:52 main:574] : INFO : Epoch 1977 | loss: 0.0310216 | val_loss: 0.0312693 | Time: 1521.99 ms [2021-09-16 21:09:53 main:574] : INFO : Epoch 1978 | loss: 0.0310087 | val_loss: 0.0312774 | Time: 1588.6 ms [2021-09-16 21:09:55 main:574] : INFO : Epoch 1979 | loss: 0.0310042 | val_loss: 0.0312863 | Time: 1599.67 ms [2021-09-16 21:09:57 main:574] : INFO : Epoch 1980 | loss: 0.0310045 | val_loss: 0.0313141 | Time: 1612.24 ms [2021-09-16 21:09:59 main:574] : INFO : Epoch 1981 | loss: 0.0310107 | val_loss: 0.0312789 | Time: 1606.52 ms [2021-09-16 21:10:00 main:574] : INFO : Epoch 1982 | loss: 0.0310052 | val_loss: 0.0312881 | Time: 1608.02 ms [2021-09-16 21:10:03 main:574] : INFO : Epoch 1983 | loss: 0.0309997 | val_loss: 0.0312779 | Time: 1581.95 ms [2021-09-16 21:10:05 main:574] : INFO : Epoch 1984 | loss: 0.0310178 | val_loss: 0.031261 | Time: 1601.54 ms [2021-09-16 21:10:06 main:574] : INFO : Epoch 1985 | loss: 0.0310052 | val_loss: 0.0312788 | Time: 1679.81 ms [2021-09-16 21:10:08 main:574] : INFO : Epoch 1986 | loss: 0.0310676 | val_loss: 0.0312219 | Time: 1557.51 ms [2021-09-16 21:10:10 main:574] : INFO : Epoch 1987 | loss: 0.0310711 | val_loss: 0.0312645 | Time: 1528.05 ms [2021-09-16 21:10:11 main:574] : INFO : Epoch 1988 | loss: 0.0310367 | val_loss: 0.0312877 | Time: 1595.37 ms [2021-09-16 21:10:13 main:574] : INFO : Epoch 1989 | loss: 0.0310224 | val_loss: 0.0312645 | Time: 1630.24 ms [2021-09-16 21:10:15 main:574] : INFO : Epoch 1990 | loss: 0.031014 | val_loss: 0.0312701 | Time: 1619.33 ms [2021-09-16 21:10:16 main:574] : INFO : Epoch 1991 | loss: 0.0310104 | val_loss: 0.031284 | Time: 1565.21 ms [2021-09-16 21:10:18 main:574] : INFO : Epoch 1992 | loss: 0.0310125 | val_loss: 0.0312698 | Time: 1528.7 ms [2021-09-16 21:10:20 main:574] : INFO : Epoch 1993 | loss: 0.0310108 | val_loss: 0.0312817 | Time: 1579.3 ms [2021-09-16 21:10:21 main:574] : INFO : Epoch 1994 | loss: 0.0310178 | val_loss: 0.0312575 | Time: 1617.77 ms [2021-09-16 21:10:23 main:574] : INFO : Epoch 1995 | loss: 0.0310444 | val_loss: 0.0312376 | Time: 1614.94 ms [2021-09-16 21:10:25 main:574] : INFO : Epoch 1996 | loss: 0.0310355 | val_loss: 0.0312494 | Time: 1601.5 ms [2021-09-16 21:10:26 main:574] : INFO : Epoch 1997 | loss: 0.0310177 | val_loss: 0.031248 | Time: 1616.91 ms [2021-09-16 21:10:28 main:574] : INFO : Epoch 1998 | loss: 0.0310112 | val_loss: 0.0312921 | Time: 1629.03 ms [2021-09-16 21:10:30 main:574] : INFO : Epoch 1999 | loss: 0.0310097 | val_loss: 0.0313213 | Time: 1506.91 ms [2021-09-16 21:10:31 main:574] : INFO : Epoch 2000 | loss: 0.0310109 | val_loss: 0.0312621 | Time: 1598.05 ms [2021-09-16 21:10:33 main:574] : INFO : Epoch 2001 | loss: 0.0310123 | val_loss: 0.0312713 | Time: 1646.47 ms [2021-09-16 21:10:35 main:574] : INFO : Epoch 2002 | loss: 0.0310068 | val_loss: 0.0312511 | Time: 1583.87 ms [2021-09-16 21:10:36 main:574] : INFO : Epoch 2003 | loss: 0.0310115 | val_loss: 0.0312773 | Time: 1567.71 ms [2021-09-16 21:10:38 main:574] : INFO : Epoch 2004 | loss: 0.0310055 | val_loss: 0.0312902 | Time: 1564.31 ms [2021-09-16 21:10:40 main:574] : INFO : Epoch 2005 | loss: 0.0310089 | val_loss: 0.0312501 | Time: 1590.73 ms [2021-09-16 21:10:41 main:574] : INFO : Epoch 2006 | loss: 0.0310056 | val_loss: 0.0313134 | Time: 1609.61 ms [2021-09-16 21:10:43 main:574] : INFO : Epoch 2007 | loss: 0.0310044 | val_loss: 0.0312819 | Time: 1598.94 ms [2021-09-16 21:10:45 main:574] : INFO : Epoch 2008 | loss: 0.0310059 | val_loss: 0.0312838 | Time: 1602.72 ms [2021-09-16 21:10:46 main:574] : INFO : Epoch 2009 | loss: 0.0310044 | val_loss: 0.0312973 | Time: 1586.33 ms [2021-09-16 21:10:48 main:574] : INFO : Epoch 2010 | loss: 0.0310104 | val_loss: 0.0312572 | Time: 1610.93 ms [2021-09-16 21:10:50 main:574] : INFO : Epoch 2011 | loss: 0.0310258 | val_loss: 0.0312466 | Time: 1639.76 ms [2021-09-16 21:10:51 main:574] : INFO : Epoch 2012 | loss: 0.0310102 | val_loss: 0.0312759 | Time: 1526.62 ms [2021-09-16 21:10:53 main:574] : INFO : Epoch 2013 | loss: 0.0310029 | val_loss: 0.0312979 | Time: 1610.45 ms [2021-09-16 21:10:55 main:574] : INFO : Epoch 2014 | loss: 0.0310323 | val_loss: 0.0312756 | Time: 1598.98 ms [2021-09-16 21:10:56 main:574] : INFO : Epoch 2015 | loss: 0.0310214 | val_loss: 0.0312795 | Time: 1586.93 ms [2021-09-16 21:10:58 main:574] : INFO : Epoch 2016 | loss: 0.0310105 | val_loss: 0.0312769 | Time: 1567.57 ms [2021-09-16 21:11:00 main:574] : INFO : Epoch 2017 | loss: 0.0310088 | val_loss: 0.0312565 | Time: 1610.36 ms [2021-09-16 21:11:01 main:574] : INFO : Epoch 2018 | loss: 0.0310054 | val_loss: 0.0312947 | Time: 1634.38 ms [2021-09-16 21:11:03 main:574] : INFO : Epoch 2019 | loss: 0.0310144 | val_loss: 0.0312406 | Time: 1627.06 ms [2021-09-16 21:11:05 main:574] : INFO : Epoch 2020 | loss: 0.0310266 | val_loss: 0.0312437 | Time: 1585.42 ms [2021-09-16 21:11:06 main:574] : INFO : Epoch 2021 | loss: 0.031019 | val_loss: 0.0313028 | Time: 1554.01 ms [2021-09-16 21:11:08 main:574] : INFO : Epoch 2022 | loss: 0.0310221 | val_loss: 0.031298 | Time: 1591.24 ms [2021-09-16 21:11:10 main:574] : INFO : Epoch 2023 | loss: 0.0310244 | val_loss: 0.0312719 | Time: 1615.86 ms [2021-09-16 21:11:12 main:574] : INFO : Epoch 2024 | loss: 0.0310063 | val_loss: 0.0313189 | Time: 1686.77 ms [2021-09-16 21:11:13 main:574] : INFO : Epoch 2025 | loss: 0.0310063 | val_loss: 0.031249 | Time: 1601.89 ms [2021-09-16 21:11:15 main:574] : INFO : Epoch 2026 | loss: 0.0310222 | val_loss: 0.0312687 | Time: 1699.09 ms [2021-09-16 21:11:17 main:574] : INFO : Epoch 2027 | loss: 0.0310132 | val_loss: 0.0312774 | Time: 1572.93 ms [2021-09-16 21:11:18 main:574] : INFO : Epoch 2028 | loss: 0.0310118 | val_loss: 0.0312915 | Time: 1556.15 ms [2021-09-16 21:11:20 main:574] : INFO : Epoch 2029 | loss: 0.0310165 | val_loss: 0.0312467 | Time: 1559.61 ms [2021-09-16 21:11:22 main:574] : INFO : Epoch 2030 | loss: 0.0310099 | val_loss: 0.0312862 | Time: 1646.25 ms [2021-09-16 21:11:23 main:574] : INFO : Epoch 2031 | loss: 0.0310098 | val_loss: 0.0312845 | Time: 1642.99 ms [2021-09-16 21:11:25 main:574] : INFO : Epoch 2032 | loss: 0.0310263 | val_loss: 0.0312531 | Time: 1589.56 ms [2021-09-16 21:11:27 main:574] : INFO : Epoch 2033 | loss: 0.0310168 | val_loss: 0.0312819 | Time: 1551.34 ms [2021-09-16 21:11:28 main:574] : INFO : Epoch 2034 | loss: 0.0310068 | val_loss: 0.0312736 | Time: 1622.65 ms [2021-09-16 21:11:31 main:574] : INFO : Epoch 2035 | loss: 0.031004 | val_loss: 0.0312912 | Time: 1588.92 ms [2021-09-16 21:11:32 main:574] : INFO : Epoch 2036 | loss: 0.0310014 | val_loss: 0.031278 | Time: 1608.88 ms [2021-09-16 21:11:35 main:574] : INFO : Epoch 2037 | loss: 0.0309998 | val_loss: 0.0313005 | Time: 1586.84 ms [2021-09-16 21:11:36 main:574] : INFO : Epoch 2038 | loss: 0.0309996 | val_loss: 0.0312936 | Time: 1480.63 ms [2021-09-16 21:11:38 main:574] : INFO : Epoch 2039 | loss: 0.0310032 | val_loss: 0.031282 | Time: 1613.71 ms [2021-09-16 21:11:40 main:574] : INFO : Epoch 2040 | loss: 0.0310054 | val_loss: 0.0312801 | Time: 1630.18 ms [2021-09-16 21:11:41 main:574] : INFO : Epoch 2041 | loss: 0.0310068 | val_loss: 0.0312877 | Time: 1626.9 ms [2021-09-16 21:11:43 main:574] : INFO : Epoch 2042 | loss: 0.031024 | val_loss: 0.031268 | Time: 1570.94 ms [2021-09-16 21:11:45 main:574] : INFO : Epoch 2043 | loss: 0.031019 | val_loss: 0.0312632 | Time: 1539.45 ms [2021-09-16 21:11:46 main:574] : INFO : Epoch 2044 | loss: 0.0310104 | val_loss: 0.0312548 | Time: 1581.57 ms [2021-09-16 21:11:48 main:574] : INFO : Epoch 2045 | loss: 0.0310106 | val_loss: 0.0312972 | Time: 1605.33 ms [2021-09-16 21:11:50 main:574] : INFO : Epoch 2046 | loss: 0.0310087 | val_loss: 0.0312714 | Time: 1646.55 ms [2021-09-16 21:11:51 main:574] : INFO : Epoch 2047 | loss: 0.0310092 | val_loss: 0.0312566 | Time: 1644.04 ms [2021-09-16 21:11:53 main:574] : INFO : Epoch 2048 | loss: 0.031013 | val_loss: 0.0312765 | Time: 1591.55 ms [2021-09-16 21:11:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312765 [2021-09-16 21:11:53 main:603] : INFO : Saving end state to config to file [2021-09-16 21:11:53 main:608] : INFO : Success, exiting.. 21:11:53 (10104): 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)