Task 14291341
| Name | ParityModified-1647046392-30257-3-0_0 |
| Workunit | 11345064 |
| Created | 3 Apr 2022, 6:40:38 UTC |
| Sent | 9 Apr 2022, 1:14:00 UTC |
| Report deadline | 17 Apr 2022, 1:14:00 UTC |
| Received | 9 Apr 2022, 7:13:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 5 hours 55 min 42 sec |
| CPU time | 4 hours 12 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.53 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 022-04-09 01:42:20 main:581] : INFO : Epoch 1538 | loss: 0.0310106 | val_loss: 0.0310884 | Time: 10419.1 ms [2022-04-09 01:42:30 main:581] : INFO : Epoch 1539 | loss: 0.0310158 | val_loss: 0.0310878 | Time: 10435.2 ms [2022-04-09 01:42:41 main:581] : INFO : Epoch 1540 | loss: 0.0310149 | val_loss: 0.0310943 | Time: 10468.9 ms [2022-04-09 01:42:51 main:581] : INFO : Epoch 1541 | loss: 0.0310109 | val_loss: 0.0310919 | Time: 10597.2 ms [2022-04-09 01:43:02 main:581] : INFO : Epoch 1542 | loss: 0.0310156 | val_loss: 0.0310817 | Time: 10465.3 ms [2022-04-09 01:43:12 main:581] : INFO : Epoch 1543 | loss: 0.0310095 | val_loss: 0.0310892 | Time: 10380.2 ms [2022-04-09 01:43:23 main:581] : INFO : Epoch 1544 | loss: 0.0310096 | val_loss: 0.0310838 | Time: 10527.7 ms [2022-04-09 01:43:33 main:581] : INFO : Epoch 1545 | loss: 0.0310093 | val_loss: 0.0310802 | Time: 10455.8 ms [2022-04-09 01:43:44 main:581] : INFO : Epoch 1546 | loss: 0.0310141 | val_loss: 0.0310879 | Time: 10462.5 ms [2022-04-09 01:43:54 main:581] : INFO : Epoch 1547 | loss: 0.0310258 | val_loss: 0.0310798 | Time: 10473.2 ms [2022-04-09 01:44:05 main:581] : INFO : Epoch 1548 | loss: 0.031017 | val_loss: 0.0310859 | Time: 10377.8 ms [2022-04-09 01:44:15 main:581] : INFO : Epoch 1549 | loss: 0.0310173 | val_loss: 0.031079 | Time: 10530.6 ms [2022-04-09 01:44:26 main:581] : INFO : Epoch 1550 | loss: 0.0310127 | val_loss: 0.0310775 | Time: 10435.3 ms [2022-04-09 01:44:36 main:581] : INFO : Epoch 1551 | loss: 0.0310099 | val_loss: 0.0311003 | Time: 10520 ms [2022-04-09 01:44:46 main:581] : INFO : Epoch 1552 | loss: 0.0310159 | val_loss: 0.0310855 | Time: 10359.5 ms [2022-04-09 01:44:57 main:581] : INFO : Epoch 1553 | loss: 0.0310162 | val_loss: 0.0310869 | Time: 10606.2 ms [2022-04-09 01:45:07 main:581] : INFO : Epoch 1554 | loss: 0.0310167 | val_loss: 0.0310919 | Time: 10461.5 ms [2022-04-09 01:45:18 main:581] : INFO : Epoch 1555 | loss: 0.0310122 | val_loss: 0.031087 | Time: 10770.7 ms [2022-04-09 01:45:29 main:581] : INFO : Epoch 1556 | loss: 0.0310092 | val_loss: 0.0310892 | Time: 10365.7 ms [2022-04-09 01:45:39 main:581] : INFO : Epoch 1557 | loss: 0.0310136 | val_loss: 0.0310806 | Time: 10406.6 ms [2022-04-09 01:45:50 main:581] : INFO : Epoch 1558 | loss: 0.031008 | val_loss: 0.0310846 | Time: 10509.8 ms [2022-04-09 01:46:00 main:581] : INFO : Epoch 1559 | loss: 0.031013 | val_loss: 0.03108 | Time: 10431.8 ms [2022-04-09 01:46:11 main:581] : INFO : Epoch 1560 | loss: 0.0310121 | val_loss: 0.0310896 | Time: 10577.6 ms [2022-04-09 01:46:21 main:581] : INFO : Epoch 1561 | loss: 0.0310067 | val_loss: 0.0310676 | Time: 10430 ms [2022-04-09 01:46:31 main:581] : INFO : Epoch 1562 | loss: 0.0310169 | val_loss: 0.0310806 | Time: 9926.46 ms [2022-04-09 01:46:42 main:581] : INFO : Epoch 1563 | loss: 0.0310243 | val_loss: 0.0310914 | Time: 10935.1 ms [2022-04-09 01:46:52 main:581] : INFO : Epoch 1564 | loss: 0.0310152 | val_loss: 0.0310801 | Time: 10391.8 ms [2022-04-09 01:47:03 main:581] : INFO : Epoch 1565 | loss: 0.0310111 | val_loss: 0.0310766 | Time: 10459.8 ms [2022-04-09 01:47:13 main:581] : INFO : Epoch 1566 | loss: 0.0310104 | val_loss: 0.0310822 | Time: 10259.2 ms [2022-04-09 01:47:23 main:581] : INFO : Epoch 1567 | loss: 0.031006 | val_loss: 0.0310774 | Time: 10280.8 ms [2022-04-09 01:47:34 main:581] : INFO : Epoch 1568 | loss: 0.0310055 | val_loss: 0.0310802 | Time: 10295.6 ms [2022-04-09 01:47:44 main:581] : INFO : Epoch 1569 | loss: 0.0310051 | val_loss: 0.0310866 | Time: 10828.9 ms [2022-04-09 01:47:55 main:581] : INFO : Epoch 1570 | loss: 0.0310093 | val_loss: 0.0310813 | Time: 10754.2 ms [2022-04-09 01:48:05 main:581] : INFO : Epoch 1571 | loss: 0.0310099 | val_loss: 0.0310796 | Time: 10212.5 ms [2022-04-09 01:48:16 main:581] : INFO : Epoch 1572 | loss: 0.0310133 | val_loss: 0.0310875 | Time: 10371.9 ms [2022-04-09 01:48:26 main:581] : INFO : Epoch 1573 | loss: 0.0310103 | val_loss: 0.031078 | Time: 10267 ms [2022-04-09 01:48:36 main:581] : INFO : Epoch 1574 | loss: 0.0310204 | val_loss: 0.0310761 | Time: 9708.68 ms [2022-04-09 01:48:44 main:581] : INFO : Epoch 1575 | loss: 0.031033 | val_loss: 0.0310758 | Time: 8532.42 ms [2022-04-09 01:48:55 main:581] : INFO : Epoch 1576 | loss: 0.0310251 | val_loss: 0.0310722 | Time: 10451.9 ms [2022-04-09 01:49:05 main:581] : INFO : Epoch 1577 | loss: 0.0310234 | val_loss: 0.0310761 | Time: 10443.2 ms [2022-04-09 01:49:16 main:581] : INFO : Epoch 1578 | loss: 0.0310138 | val_loss: 0.0310787 | Time: 10412.9 ms [2022-04-09 01:49:26 main:581] : INFO : Epoch 1579 | loss: 0.0310091 | val_loss: 0.0310724 | Time: 10444.4 ms [2022-04-09 01:49:36 main:581] : INFO : Epoch 1580 | loss: 0.0310047 | val_loss: 0.0310818 | Time: 10406.1 ms [2022-04-09 01:49:47 main:581] : INFO : Epoch 1581 | loss: 0.0310054 | val_loss: 0.0310704 | Time: 10495.8 ms [2022-04-09 01:49:57 main:581] : INFO : Epoch 1582 | loss: 0.0310034 | val_loss: 0.0310708 | Time: 10415.8 ms [2022-04-09 01:50:08 main:581] : INFO : Epoch 1583 | loss: 0.0310036 | val_loss: 0.0310862 | Time: 10559.1 ms [2022-04-09 01:50:18 main:581] : INFO : Epoch 1584 | loss: 0.031003 | val_loss: 0.0310896 | Time: 10412.6 ms [2022-04-09 01:50:29 main:581] : INFO : Epoch 1585 | loss: 0.0310063 | val_loss: 0.0310819 | Time: 10466 ms [2022-04-09 01:50:39 main:581] : INFO : Epoch 1586 | loss: 0.0310053 | val_loss: 0.0310809 | Time: 10425.7 ms [2022-04-09 01:50:49 main:581] : INFO : Epoch 1587 | loss: 0.0310048 | val_loss: 0.0310895 | Time: 10114.9 ms [2022-04-09 01:51:00 main:581] : INFO : Epoch 1588 | loss: 0.0310056 | val_loss: 0.0310814 | Time: 10271.9 ms [2022-04-09 01:51:10 main:581] : INFO : Epoch 1589 | loss: 0.0310115 | val_loss: 0.0310991 | Time: 10072 ms [2022-04-09 01:51:20 main:581] : INFO : Epoch 1590 | loss: 0.0310177 | val_loss: 0.0311038 | Time: 10389 ms [2022-04-09 01:51:31 main:581] : INFO : Epoch 1591 | loss: 0.0310144 | val_loss: 0.0310909 | Time: 10644.6 ms [2022-04-09 01:51:41 main:581] : INFO : Epoch 1592 | loss: 0.0310099 | val_loss: 0.0310842 | Time: 10242.4 ms [2022-04-09 01:51:51 main:581] : INFO : Epoch 1593 | loss: 0.0310073 | val_loss: 0.0310852 | Time: 10135.5 ms [2022-04-09 01:52:01 main:581] : INFO : Epoch 1594 | loss: 0.031004 | val_loss: 0.03108 | Time: 10180.1 ms [2022-04-09 01:52:12 main:581] : INFO : Epoch 1595 | loss: 0.0310012 | val_loss: 0.0310782 | Time: 10417.1 ms [2022-04-09 01:52:22 main:581] : INFO : Epoch 1596 | loss: 0.0310047 | val_loss: 0.0310794 | Time: 10207.5 ms [2022-04-09 01:52:33 main:581] : INFO : Epoch 1597 | loss: 0.0310021 | val_loss: 0.0310813 | Time: 10664.3 ms [2022-04-09 01:52:43 main:581] : INFO : Epoch 1598 | loss: 0.0310019 | val_loss: 0.0310815 | Time: 10646 ms [2022-04-09 01:52:51 main:581] : INFO : Epoch 1599 | loss: 0.0309986 | val_loss: 0.0310762 | Time: 8064.35 ms [2022-04-09 01:53:01 main:581] : INFO : Epoch 1600 | loss: 0.0310003 | val_loss: 0.0310762 | Time: 10141.7 ms [2022-04-09 01:53:12 main:581] : INFO : Epoch 1601 | loss: 0.0310057 | val_loss: 0.0310901 | Time: 10508.4 ms [2022-04-09 01:53:23 main:581] : INFO : Epoch 1602 | loss: 0.0310093 | val_loss: 0.0310733 | Time: 10636.7 ms [2022-04-09 01:53:33 main:581] : INFO : Epoch 1603 | loss: 0.0310064 | val_loss: 0.0310826 | Time: 10464.1 ms [2022-04-09 01:53:44 main:581] : INFO : Epoch 1604 | loss: 0.0310039 | val_loss: 0.0310741 | Time: 10521.5 ms [2022-04-09 01:53:54 main:581] : INFO : Epoch 1605 | loss: 0.0310019 | val_loss: 0.0310936 | Time: 10448.8 ms [2022-04-09 01:54:04 main:581] : INFO : Epoch 1606 | loss: 0.0310044 | val_loss: 0.0310892 | Time: 10396.8 ms [2022-04-09 01:54:15 main:581] : INFO : Epoch 1607 | loss: 0.0310028 | val_loss: 0.0310852 | Time: 10579.9 ms [2022-04-09 01:54:25 main:581] : INFO : Epoch 1608 | loss: 0.0310011 | val_loss: 0.0310745 | Time: 10456.3 ms [2022-04-09 01:54:36 main:581] : INFO : Epoch 1609 | loss: 0.0310011 | val_loss: 0.0310704 | Time: 10427.3 ms [2022-04-09 01:54:46 main:581] : INFO : Epoch 1610 | loss: 0.0310022 | val_loss: 0.0310841 | Time: 10430.5 ms [2022-04-09 01:54:57 main:581] : INFO : Epoch 1611 | loss: 0.0310078 | val_loss: 0.031077 | Time: 10521.7 ms [2022-04-09 01:55:07 main:581] : INFO : Epoch 1612 | loss: 0.0310053 | val_loss: 0.0310795 | Time: 10523.8 ms [2022-04-09 01:55:18 main:581] : INFO : Epoch 1613 | loss: 0.0310013 | val_loss: 0.0310875 | Time: 10326.9 ms [2022-04-09 01:55:28 main:581] : INFO : Epoch 1614 | loss: 0.0310158 | val_loss: 0.0310782 | Time: 10524.7 ms [2022-04-09 01:55:39 main:581] : INFO : Epoch 1615 | loss: 0.0310139 | val_loss: 0.0310874 | Time: 10340.2 ms [2022-04-09 01:55:49 main:581] : INFO : Epoch 1616 | loss: 0.0310077 | val_loss: 0.0310715 | Time: 10450.8 ms [2022-04-09 01:55:59 main:581] : INFO : Epoch 1617 | loss: 0.0310055 | val_loss: 0.0310847 | Time: 10300.1 ms [2022-04-09 01:56:10 main:581] : INFO : Epoch 1618 | loss: 0.0310038 | val_loss: 0.0310793 | Time: 10432.7 ms [2022-04-09 01:56:20 main:581] : INFO : Epoch 1619 | loss: 0.0310048 | val_loss: 0.0310806 | Time: 10415.4 ms [2022-04-09 01:56:31 main:581] : INFO : Epoch 1620 | loss: 0.0309999 | val_loss: 0.031078 | Time: 10429.9 ms [2022-04-09 01:56:41 main:581] : INFO : Epoch 1621 | loss: 0.0310006 | val_loss: 0.0310974 | Time: 10557.7 ms [2022-04-09 01:56:52 main:581] : INFO : Epoch 1622 | loss: 0.0310078 | val_loss: 0.0310808 | Time: 10411.9 ms [2022-04-09 01:57:02 main:581] : INFO : Epoch 1623 | loss: 0.031004 | val_loss: 0.0310768 | Time: 10461.9 ms [2022-04-09 01:57:13 main:581] : INFO : Epoch 1624 | loss: 0.0310021 | val_loss: 0.0310907 | Time: 10527.4 ms [2022-04-09 01:57:23 main:581] : INFO : Epoch 1625 | loss: 0.0310017 | val_loss: 0.0310925 | Time: 10498.9 ms [2022-04-09 01:57:33 main:581] : INFO : Epoch 1626 | loss: 0.0310012 | val_loss: 0.0310815 | Time: 10463.2 ms [2022-04-09 01:57:44 main:581] : INFO : Epoch 1627 | loss: 0.0309965 | val_loss: 0.0310915 | Time: 10365.3 ms [2022-04-09 01:57:54 main:581] : INFO : Epoch 1628 | loss: 0.0309986 | val_loss: 0.0310835 | Time: 10542.4 ms [2022-04-09 01:58:05 main:581] : INFO : Epoch 1629 | loss: 0.0309999 | val_loss: 0.0310737 | Time: 10368.1 ms [2022-04-09 01:58:15 main:581] : INFO : Epoch 1630 | loss: 0.0310029 | val_loss: 0.0310859 | Time: 10651.5 ms [2022-04-09 01:58:26 main:581] : INFO : Epoch 1631 | loss: 0.0310025 | val_loss: 0.0310785 | Time: 10418 ms [2022-04-09 01:58:36 main:581] : INFO : Epoch 1632 | loss: 0.0309982 | val_loss: 0.031093 | Time: 10322.8 ms [2022-04-09 01:58:46 main:581] : INFO : Epoch 1633 | loss: 0.0309964 | val_loss: 0.0310908 | Time: 10338.6 ms [2022-04-09 01:58:57 main:581] : INFO : Epoch 1634 | loss: 0.0309982 | val_loss: 0.0310893 | Time: 10287.9 ms [2022-04-09 01:59:07 main:581] : INFO : Epoch 1635 | loss: 0.0310005 | val_loss: 0.0310761 | Time: 10425.1 ms [2022-04-09 01:59:17 main:581] : INFO : Epoch 1636 | loss: 0.0310005 | val_loss: 0.0310825 | Time: 10295.3 ms [2022-04-09 01:59:28 main:581] : INFO : Epoch 1637 | loss: 0.0309965 | val_loss: 0.0310924 | Time: 10419.2 ms [2022-04-09 01:59:38 main:581] : INFO : Epoch 1638 | loss: 0.0309946 | val_loss: 0.0310761 | Time: 10400 ms [2022-04-09 01:59:49 main:581] : INFO : Epoch 1639 | loss: 0.0309948 | val_loss: 0.0310848 | Time: 10535 ms [2022-04-09 01:59:59 main:581] : INFO : Epoch 1640 | loss: 0.0309965 | val_loss: 0.0310845 | Time: 10328.6 ms [2022-04-09 02:00:09 main:581] : INFO : Epoch 1641 | loss: 0.0310001 | val_loss: 0.0310933 | Time: 10213.2 ms [2022-04-09 02:00:20 main:581] : INFO : Epoch 1642 | loss: 0.0309946 | val_loss: 0.0310847 | Time: 10418.8 ms [2022-04-09 02:00:30 main:581] : INFO : Epoch 1643 | loss: 0.0309944 | val_loss: 0.0311038 | Time: 10364.9 ms [2022-04-09 02:00:41 main:581] : INFO : Epoch 1644 | loss: 0.0309956 | val_loss: 0.0311034 | Time: 10490 ms [2022-04-09 02:00:51 main:581] : INFO : Epoch 1645 | loss: 0.0309966 | val_loss: 0.0310886 | Time: 10490.4 ms [2022-04-09 02:01:02 main:581] : INFO : Epoch 1646 | loss: 0.0309975 | val_loss: 0.0310853 | Time: 10548.5 ms [2022-04-09 02:01:12 main:581] : INFO : Epoch 1647 | loss: 0.0309949 | val_loss: 0.0310904 | Time: 10249.4 ms [2022-04-09 02:01:23 main:581] : INFO : Epoch 1648 | loss: 0.0309999 | val_loss: 0.0310947 | Time: 10502.1 ms [2022-04-09 02:01:33 main:581] : INFO : Epoch 1649 | loss: 0.0309962 | val_loss: 0.0310943 | Time: 10650.8 ms [2022-04-09 02:01:44 main:581] : INFO : Epoch 1650 | loss: 0.0310095 | val_loss: 0.0310678 | Time: 10557.1 ms [2022-04-09 02:01:54 main:581] : INFO : Epoch 1651 | loss: 0.0310077 | val_loss: 0.0310811 | Time: 10547.8 ms [2022-04-09 02:02:05 main:581] : INFO : Epoch 1652 | loss: 0.0310017 | val_loss: 0.0310779 | Time: 10415.8 ms [2022-04-09 02:02:15 main:581] : INFO : Epoch 1653 | loss: 0.0309971 | val_loss: 0.0310745 | Time: 10618.8 ms [2022-04-09 02:02:26 main:581] : INFO : Epoch 1654 | loss: 0.0309977 | val_loss: 0.0310779 | Time: 10480.8 ms [2022-04-09 02:02:36 main:581] : INFO : Epoch 1655 | loss: 0.0309949 | val_loss: 0.0310763 | Time: 10310 ms [2022-04-09 02:02:47 main:581] : INFO : Epoch 1656 | loss: 0.0309971 | val_loss: 0.0310874 | Time: 10525.9 ms [2022-04-09 02:02:57 main:581] : INFO : Epoch 1657 | loss: 0.0309986 | val_loss: 0.0310876 | Time: 10567.1 ms [2022-04-09 02:03:08 main:581] : INFO : Epoch 1658 | loss: 0.0309998 | val_loss: 0.0310696 | Time: 10444.4 ms [2022-04-09 02:03:18 main:581] : INFO : Epoch 1659 | loss: 0.0310022 | val_loss: 0.0310786 | Time: 10344.4 ms [2022-04-09 02:03:28 main:581] : INFO : Epoch 1660 | loss: 0.031 | val_loss: 0.0310909 | Time: 10466.8 ms [2022-04-09 02:03:39 main:581] : INFO : Epoch 1661 | loss: 0.0310038 | val_loss: 0.0310701 | Time: 10318.9 ms [2022-04-09 02:03:49 main:581] : INFO : Epoch 1662 | loss: 0.0309967 | val_loss: 0.0310754 | Time: 10457.3 ms [2022-04-09 02:04:00 main:581] : INFO : Epoch 1663 | loss: 0.0309977 | val_loss: 0.0310813 | Time: 10593.5 ms [2022-04-09 02:04:10 main:581] : INFO : Epoch 1664 | loss: 0.0309976 | val_loss: 0.0310808 | Time: 10309.3 ms [2022-04-09 02:04:21 main:581] : INFO : Epoch 1665 | loss: 0.0309942 | val_loss: 0.0310766 | Time: 10501.5 ms [2022-04-09 02:04:31 main:581] : INFO : Epoch 1666 | loss: 0.0309971 | val_loss: 0.0310941 | Time: 10325.7 ms [2022-04-09 02:04:41 main:581] : INFO : Epoch 1667 | loss: 0.0310032 | val_loss: 0.0310798 | Time: 10302.3 ms [2022-04-09 02:04:52 main:581] : INFO : Epoch 1668 | loss: 0.0310016 | val_loss: 0.0310848 | Time: 10342.6 ms [2022-04-09 02:05:02 main:581] : INFO : Epoch 1669 | loss: 0.0310095 | val_loss: 0.0310825 | Time: 10427.4 ms [2022-04-09 02:05:13 main:581] : INFO : Epoch 1670 | loss: 0.0310112 | val_loss: 0.0310708 | Time: 10558.4 ms [2022-04-09 02:05:23 main:581] : INFO : Epoch 1671 | loss: 0.0310145 | val_loss: 0.03109 | Time: 10417.6 ms [2022-04-09 02:05:33 main:581] : INFO : Epoch 1672 | loss: 0.0310101 | val_loss: 0.0310834 | Time: 10488.7 ms [2022-04-09 02:05:44 main:581] : INFO : Epoch 1673 | loss: 0.0310025 | val_loss: 0.031081 | Time: 10469.8 ms [2022-04-09 02:05:54 main:581] : INFO : Epoch 1674 | loss: 0.0310026 | val_loss: 0.0310762 | Time: 10511.2 ms [2022-04-09 02:06:05 main:581] : INFO : Epoch 1675 | loss: 0.0310012 | val_loss: 0.0310792 | Time: 10401.8 ms [2022-04-09 02:06:15 main:581] : INFO : Epoch 1676 | loss: 0.0309988 | val_loss: 0.0310704 | Time: 10267.2 ms [2022-04-09 02:06:26 main:581] : INFO : Epoch 1677 | loss: 0.0310047 | val_loss: 0.0310678 | Time: 10596.5 ms [2022-04-09 02:06:36 main:581] : INFO : Epoch 1678 | loss: 0.031003 | val_loss: 0.0310785 | Time: 10450.4 ms [2022-04-09 02:06:47 main:581] : INFO : Epoch 1679 | loss: 0.031003 | val_loss: 0.0310867 | Time: 10507.9 ms [2022-04-09 02:06:57 main:581] : INFO : Epoch 1680 | loss: 0.0309996 | val_loss: 0.0310838 | Time: 10469.2 ms [2022-04-09 02:07:08 main:581] : INFO : Epoch 1681 | loss: 0.0310073 | val_loss: 0.0310865 | Time: 10559.9 ms [2022-04-09 02:07:18 main:581] : INFO : Epoch 1682 | loss: 0.0310071 | val_loss: 0.0310777 | Time: 10379.4 ms [2022-04-09 02:07:29 main:581] : INFO : Epoch 1683 | loss: 0.031009 | val_loss: 0.0310773 | Time: 10471.7 ms [2022-04-09 02:07:39 main:581] : INFO : Epoch 1684 | loss: 0.0310064 | val_loss: 0.0310889 | Time: 10448.8 ms [2022-04-09 02:07:49 main:581] : INFO : Epoch 1685 | loss: 0.0310047 | val_loss: 0.031092 | Time: 10458.7 ms [2022-04-09 02:08:00 main:581] : INFO : Epoch 1686 | loss: 0.0309961 | val_loss: 0.03108 | Time: 10576.4 ms [2022-04-09 02:08:11 main:581] : INFO : Epoch 1687 | loss: 0.0309956 | val_loss: 0.031094 | Time: 10443.8 ms [2022-04-09 02:08:21 main:581] : INFO : Epoch 1688 | loss: 0.0309949 | val_loss: 0.0310811 | Time: 10447.8 ms [2022-04-09 02:08:31 main:581] : INFO : Epoch 1689 | loss: 0.0309954 | val_loss: 0.0310915 | Time: 10394.6 ms [2022-04-09 02:08:42 main:581] : INFO : Epoch 1690 | loss: 0.0309968 | val_loss: 0.0310816 | Time: 10457.9 ms [2022-04-09 02:08:52 main:581] : INFO : Epoch 1691 | loss: 0.0309978 | val_loss: 0.0310852 | Time: 10491.2 ms [2022-04-09 02:09:03 main:581] : INFO : Epoch 1692 | loss: 0.0309966 | val_loss: 0.0310777 | Time: 10427.8 ms [2022-04-09 02:09:13 main:581] : INFO : Epoch 1693 | loss: 0.0310005 | val_loss: 0.0311121 | Time: 10611.6 ms [2022-04-09 02:09:24 main:581] : INFO : Epoch 1694 | loss: 0.031 | val_loss: 0.0310896 | Time: 10302.6 ms [2022-04-09 02:09:34 main:581] : INFO : Epoch 1695 | loss: 0.0309962 | val_loss: 0.0310745 | Time: 10021.9 ms [2022-04-09 02:09:44 main:581] : INFO : Epoch 1696 | loss: 0.0309945 | val_loss: 0.0310852 | Time: 10122.8 ms [2022-04-09 02:09:55 main:581] : INFO : Epoch 1697 | loss: 0.0309922 | val_loss: 0.0310878 | Time: 10728.2 ms [2022-04-09 02:10:05 main:581] : INFO : Epoch 1698 | loss: 0.0309955 | val_loss: 0.0310861 | Time: 10718.9 ms [2022-04-09 02:10:16 main:581] : INFO : Epoch 1699 | loss: 0.0309956 | val_loss: 0.0310832 | Time: 10290.3 ms [2022-04-09 02:10:26 main:581] : INFO : Epoch 1700 | loss: 0.030995 | val_loss: 0.031079 | Time: 10356.9 ms [2022-04-09 02:10:36 main:581] : INFO : Epoch 1701 | loss: 0.0309987 | val_loss: 0.0310815 | Time: 10280.5 ms [2022-04-09 02:10:46 main:581] : INFO : Epoch 1702 | loss: 0.043672 | val_loss: 0.044456 | Time: 10271.9 ms [2022-04-09 02:10:57 main:581] : INFO : Epoch 1703 | loss: 0.0391872 | val_loss: 0.0323931 | Time: 10716.1 ms [2022-04-09 02:11:08 main:581] : INFO : Epoch 1704 | loss: 0.0322918 | val_loss: 0.031542 | Time: 10615.5 ms [2022-04-09 02:11:18 main:581] : INFO : Epoch 1705 | loss: 0.0313707 | val_loss: 0.031261 | Time: 10343.1 ms [2022-04-09 02:11:29 main:581] : INFO : Epoch 1706 | loss: 0.0312277 | val_loss: 0.0312029 | Time: 10407.9 ms [2022-04-09 02:11:38 main:581] : INFO : Epoch 1707 | loss: 0.0311976 | val_loss: 0.0311883 | Time: 9636.93 ms [2022-04-09 02:11:47 main:581] : INFO : Epoch 1708 | loss: 0.0311854 | val_loss: 0.0311806 | Time: 8921.52 ms [2022-04-09 02:11:58 main:581] : INFO : Epoch 1709 | loss: 0.0311797 | val_loss: 0.0311765 | Time: 10680 ms [2022-04-09 02:12:08 main:581] : INFO : Epoch 1710 | loss: 0.0311769 | val_loss: 0.0311753 | Time: 10567.8 ms [2022-04-09 02:12:19 main:581] : INFO : Epoch 1711 | loss: 0.0311741 | val_loss: 0.0311731 | Time: 10520.5 ms [2022-04-09 02:12:29 main:581] : INFO : Epoch 1712 | loss: 0.0311736 | val_loss: 0.0311714 | Time: 10351.2 ms [2022-04-09 02:12:40 main:581] : INFO : Epoch 1713 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 10412.2 ms [2022-04-09 02:12:50 main:581] : INFO : Epoch 1714 | loss: 0.0311704 | val_loss: 0.0311694 | Time: 10543.8 ms [2022-04-09 02:13:01 main:581] : INFO : Epoch 1715 | loss: 0.0311695 | val_loss: 0.0311688 | Time: 10470.7 ms [2022-04-09 02:13:11 main:581] : INFO : Epoch 1716 | loss: 0.0311676 | val_loss: 0.0311635 | Time: 10508 ms [2022-04-09 02:13:21 main:581] : INFO : Epoch 1717 | loss: 0.0311608 | val_loss: 0.0311598 | Time: 9864.45 ms [2022-04-09 02:13:31 main:581] : INFO : Epoch 1718 | loss: 0.0311584 | val_loss: 0.0311578 | Time: 10199.8 ms [2022-04-09 02:13:42 main:581] : INFO : Epoch 1719 | loss: 0.0311561 | val_loss: 0.0311547 | Time: 10660.1 ms [2022-04-09 02:13:53 main:581] : INFO : Epoch 1720 | loss: 0.0311535 | val_loss: 0.0311528 | Time: 10607.3 ms [2022-04-09 02:14:03 main:581] : INFO : Epoch 1721 | loss: 0.0311497 | val_loss: 0.0311482 | Time: 10379.3 ms [2022-04-09 02:14:13 main:581] : INFO : Epoch 1722 | loss: 0.0311438 | val_loss: 0.0311453 | Time: 10244.7 ms [2022-04-09 02:14:23 main:581] : INFO : Epoch 1723 | loss: 0.0311399 | val_loss: 0.0311449 | Time: 10256.5 ms [2022-04-09 02:14:34 main:581] : INFO : Epoch 1724 | loss: 0.0311372 | val_loss: 0.0311392 | Time: 10219.5 ms [2022-04-09 02:14:44 main:581] : INFO : Epoch 1725 | loss: 0.0311316 | val_loss: 0.0311362 | Time: 10181.1 ms [2022-04-09 02:14:55 main:581] : INFO : Epoch 1726 | loss: 0.0311269 | val_loss: 0.031133 | Time: 10897.2 ms [2022-04-09 02:15:05 main:581] : INFO : Epoch 1727 | loss: 0.0311241 | val_loss: 0.0311332 | Time: 10556.8 ms [2022-04-09 02:15:16 main:581] : INFO : Epoch 1728 | loss: 0.0311208 | val_loss: 0.0311403 | Time: 10606.8 ms [2022-04-09 02:15:24 main:581] : INFO : Epoch 1729 | loss: 0.0311215 | val_loss: 0.0311378 | Time: 8316.86 ms [2022-04-09 02:15:34 main:581] : INFO : Epoch 1730 | loss: 0.0311136 | val_loss: 0.0311234 | Time: 9821.68 ms [2022-04-09 02:15:44 main:581] : INFO : Epoch 1731 | loss: 0.0311123 | val_loss: 0.0311508 | Time: 10476.4 ms [2022-04-09 02:15:55 main:581] : INFO : Epoch 1732 | loss: 0.0311118 | val_loss: 0.0311139 | Time: 10539.2 ms [2022-04-09 02:16:06 main:581] : INFO : Epoch 1733 | loss: 0.0311001 | val_loss: 0.0311203 | Time: 10580 ms [2022-04-09 02:16:16 main:581] : INFO : Epoch 1734 | loss: 0.0311109 | val_loss: 0.0311195 | Time: 10586.6 ms [2022-04-09 02:16:27 main:581] : INFO : Epoch 1735 | loss: 0.0311062 | val_loss: 0.0311233 | Time: 10534 ms [2022-04-09 02:16:37 main:581] : INFO : Epoch 1736 | loss: 0.0310977 | val_loss: 0.0311164 | Time: 10603.5 ms [2022-04-09 02:16:48 main:581] : INFO : Epoch 1737 | loss: 0.0310905 | val_loss: 0.0311188 | Time: 10547.6 ms [2022-04-09 02:16:58 main:581] : INFO : Epoch 1738 | loss: 0.0310843 | val_loss: 0.0311058 | Time: 10439.1 ms [2022-04-09 02:17:09 main:581] : INFO : Epoch 1739 | loss: 0.0310821 | val_loss: 0.0311018 | Time: 10524 ms [2022-04-09 02:17:19 main:581] : INFO : Epoch 1740 | loss: 0.0310796 | val_loss: 0.0310982 | Time: 10525.1 ms [2022-04-09 02:17:30 main:581] : INFO : Epoch 1741 | loss: 0.0310765 | val_loss: 0.0310953 | Time: 10427.9 ms [2022-04-09 02:17:40 main:581] : INFO : Epoch 1742 | loss: 0.0310755 | val_loss: 0.0311044 | Time: 10586.5 ms [2022-04-09 02:17:51 main:581] : INFO : Epoch 1743 | loss: 0.031081 | val_loss: 0.0311072 | Time: 10452.8 ms [2022-04-09 02:18:01 main:581] : INFO : Epoch 1744 | loss: 0.0310897 | val_loss: 0.0311358 | Time: 10566.8 ms [2022-04-09 02:18:12 main:581] : INFO : Epoch 1745 | loss: 0.0310985 | val_loss: 0.0311342 | Time: 10428 ms [2022-04-09 02:18:22 main:581] : INFO : Epoch 1746 | loss: 0.0310871 | val_loss: 0.0311325 | Time: 10524.6 ms [2022-04-09 02:18:33 main:581] : INFO : Epoch 1747 | loss: 0.0310776 | val_loss: 0.0311041 | Time: 10552.4 ms [2022-04-09 02:18:43 main:581] : INFO : Epoch 1748 | loss: 0.0310684 | val_loss: 0.0310906 | Time: 10301.7 ms [2022-04-09 02:18:54 main:581] : INFO : Epoch 1749 | loss: 0.0310748 | val_loss: 0.0310943 | Time: 10662.9 ms [2022-04-09 02:19:04 main:581] : INFO : Epoch 1750 | loss: 0.0310855 | val_loss: 0.0311078 | Time: 10384.8 ms [2022-04-09 02:19:15 main:581] : INFO : Epoch 1751 | loss: 0.0310839 | val_loss: 0.0311026 | Time: 10505.1 ms [2022-04-09 02:19:25 main:581] : INFO : Epoch 1752 | loss: 0.0310955 | val_loss: 0.0311371 | Time: 10512.8 ms [2022-04-09 02:19:36 main:581] : INFO : Epoch 1753 | loss: 0.0310903 | val_loss: 0.0311135 | Time: 10384.6 ms [2022-04-09 02:19:46 main:581] : INFO : Epoch 1754 | loss: 0.0310895 | val_loss: 0.0311074 | Time: 10520.2 ms [2022-04-09 02:19:57 main:581] : INFO : Epoch 1755 | loss: 0.0310987 | val_loss: 0.0311235 | Time: 10398.7 ms [2022-04-09 02:20:07 main:581] : INFO : Epoch 1756 | loss: 0.0310923 | val_loss: 0.0311017 | Time: 10531 ms [2022-04-09 02:20:18 main:581] : INFO : Epoch 1757 | loss: 0.0310797 | val_loss: 0.0311043 | Time: 10415.1 ms [2022-04-09 02:20:28 main:581] : INFO : Epoch 1758 | loss: 0.0311018 | val_loss: 0.0311282 | Time: 10689.1 ms [2022-04-09 02:20:39 main:581] : INFO : Epoch 1759 | loss: 0.0311228 | val_loss: 0.0311353 | Time: 10390.6 ms [2022-04-09 02:20:49 main:581] : INFO : Epoch 1760 | loss: 0.0311007 | val_loss: 0.0311054 | Time: 10378.7 ms [2022-04-09 02:20:59 main:581] : INFO : Epoch 1761 | loss: 0.0310895 | val_loss: 0.0311048 | Time: 10494.9 ms [2022-04-09 02:21:10 main:581] : INFO : Epoch 1762 | loss: 0.031092 | val_loss: 0.0311213 | Time: 10357.3 ms [2022-04-09 02:21:20 main:581] : INFO : Epoch 1763 | loss: 0.0310943 | val_loss: 0.0311086 | Time: 10450.8 ms [2022-04-09 02:21:31 main:581] : INFO : Epoch 1764 | loss: 0.0310866 | val_loss: 0.0311076 | Time: 10445.2 ms [2022-04-09 02:21:41 main:581] : INFO : Epoch 1765 | loss: 0.0310804 | val_loss: 0.0311042 | Time: 10532.4 ms [2022-04-09 02:21:52 main:581] : INFO : Epoch 1766 | loss: 0.0310726 | val_loss: 0.0310948 | Time: 10517.2 ms [2022-04-09 02:22:02 main:581] : INFO : Epoch 1767 | loss: 0.0310761 | val_loss: 0.0310925 | Time: 10302.8 ms [2022-04-09 02:22:13 main:581] : INFO : Epoch 1768 | loss: 0.0310689 | val_loss: 0.0311023 | Time: 10540.3 ms [2022-04-09 02:22:23 main:581] : INFO : Epoch 1769 | loss: 0.0310694 | val_loss: 0.0311071 | Time: 10465.2 ms [2022-04-09 02:22:34 main:581] : INFO : Epoch 1770 | loss: 0.0310718 | val_loss: 0.0310879 | Time: 10618.8 ms [2022-04-09 02:22:44 main:581] : INFO : Epoch 1771 | loss: 0.0310633 | val_loss: 0.0310939 | Time: 10392.9 ms [2022-04-09 02:22:55 main:581] : INFO : Epoch 1772 | loss: 0.0310682 | val_loss: 0.0310935 | Time: 10478.5 ms [2022-04-09 02:23:05 main:581] : INFO : Epoch 1773 | loss: 0.0310722 | val_loss: 0.031092 | Time: 10417.8 ms [2022-04-09 02:23:15 main:581] : INFO : Epoch 1774 | loss: 0.031068 | val_loss: 0.0310906 | Time: 10372.6 ms [2022-04-09 02:23:26 main:581] : INFO : Epoch 1775 | loss: 0.0310634 | val_loss: 0.0310923 | Time: 10494.5 ms [2022-04-09 02:23:36 main:581] : INFO : Epoch 1776 | loss: 0.0310628 | val_loss: 0.0310837 | Time: 10310.7 ms [2022-04-09 02:23:47 main:581] : INFO : Epoch 1777 | loss: 0.031061 | val_loss: 0.0310862 | Time: 10645.7 ms [2022-04-09 02:23:57 main:581] : INFO : Epoch 1778 | loss: 0.0310597 | val_loss: 0.031086 | Time: 10376.2 ms [2022-04-09 02:24:07 main:581] : INFO : Epoch 1779 | loss: 0.0310557 | val_loss: 0.0310915 | Time: 10219 ms [2022-04-09 02:24:18 main:581] : INFO : Epoch 1780 | loss: 0.031058 | val_loss: 0.031104 | Time: 10404.7 ms [2022-04-09 02:24:28 main:581] : INFO : Epoch 1781 | loss: 0.0310605 | val_loss: 0.0310952 | Time: 10216 ms [2022-04-09 02:24:38 main:581] : INFO : Epoch 1782 | loss: 0.0310585 | val_loss: 0.0310897 | Time: 10382.9 ms [2022-04-09 02:24:49 main:581] : INFO : Epoch 1783 | loss: 0.031057 | val_loss: 0.0311034 | Time: 10356.9 ms [2022-04-09 02:24:59 main:581] : INFO : Epoch 1784 | loss: 0.0310612 | val_loss: 0.0310846 | Time: 10600.6 ms [2022-04-09 02:25:10 main:581] : INFO : Epoch 1785 | loss: 0.0310599 | val_loss: 0.0310903 | Time: 10527.9 ms [2022-04-09 02:25:20 main:581] : INFO : Epoch 1786 | loss: 0.0310583 | val_loss: 0.0310863 | Time: 10528.1 ms [2022-04-09 02:25:31 main:581] : INFO : Epoch 1787 | loss: 0.0310674 | val_loss: 0.0311116 | Time: 10371.8 ms [2022-04-09 02:25:41 main:581] : INFO : Epoch 1788 | loss: 0.0310561 | val_loss: 0.0310832 | Time: 10337.5 ms [2022-04-09 02:25:52 main:581] : INFO : Epoch 1789 | loss: 0.0310523 | val_loss: 0.0310791 | Time: 10537.1 ms [2022-04-09 02:26:02 main:581] : INFO : Epoch 1790 | loss: 0.0310513 | val_loss: 0.0310847 | Time: 10563.8 ms [2022-04-09 02:26:13 main:581] : INFO : Epoch 1791 | loss: 0.031052 | val_loss: 0.0310976 | Time: 10596.9 ms [2022-04-09 02:26:23 main:581] : INFO : Epoch 1792 | loss: 0.0310456 | val_loss: 0.0310848 | Time: 10440.9 ms [2022-04-09 02:26:34 main:581] : INFO : Epoch 1793 | loss: 0.0310497 | val_loss: 0.0310758 | Time: 10610.2 ms [2022-04-09 02:26:44 main:581] : INFO : Epoch 1794 | loss: 0.031054 | val_loss: 0.0310788 | Time: 10528.7 ms [2022-04-09 02:26:55 main:581] : INFO : Epoch 1795 | loss: 0.031045 | val_loss: 0.0310859 | Time: 10486.6 ms [2022-04-09 02:27:06 main:581] : INFO : Epoch 1796 | loss: 0.0310517 | val_loss: 0.0310875 | Time: 10566.8 ms [2022-04-09 02:27:16 main:581] : INFO : Epoch 1797 | loss: 0.0310461 | val_loss: 0.0310771 | Time: 10494 ms [2022-04-09 02:27:27 main:581] : INFO : Epoch 1798 | loss: 0.0310446 | val_loss: 0.0310753 | Time: 10597.6 ms [2022-04-09 02:27:37 main:581] : INFO : Epoch 1799 | loss: 0.031041 | val_loss: 0.0310757 | Time: 10394.1 ms [2022-04-09 02:27:47 main:581] : INFO : Epoch 1800 | loss: 0.0310405 | val_loss: 0.0310817 | Time: 10438.5 ms [2022-04-09 02:27:58 main:581] : INFO : Epoch 1801 | loss: 0.0310461 | val_loss: 0.0310884 | Time: 10403.9 ms [2022-04-09 02:28:08 main:581] : INFO : Epoch 1802 | loss: 0.0310423 | val_loss: 0.0310807 | Time: 10373.2 ms [2022-04-09 02:28:19 main:581] : INFO : Epoch 1803 | loss: 0.0310363 | val_loss: 0.0310799 | Time: 10529.5 ms [2022-04-09 02:28:29 main:581] : INFO : Epoch 1804 | loss: 0.0310376 | val_loss: 0.0310787 | Time: 10481.1 ms [2022-04-09 02:28:40 main:581] : INFO : Epoch 1805 | loss: 0.0310399 | val_loss: 0.0310745 | Time: 10577.4 ms [2022-04-09 02:28:50 main:581] : INFO : Epoch 1806 | loss: 0.0310358 | val_loss: 0.0310773 | Time: 10519 ms [2022-04-09 02:29:01 main:581] : INFO : Epoch 1807 | loss: 0.0310353 | val_loss: 0.0310838 | Time: 10524.8 ms [2022-04-09 02:29:11 main:581] : INFO : Epoch 1808 | loss: 0.0310429 | val_loss: 0.0310815 | Time: 10341.5 ms [2022-04-09 02:29:22 main:581] : INFO : Epoch 1809 | loss: 0.0310459 | val_loss: 0.0310801 | Time: 10374 ms [2022-04-09 02:29:32 main:581] : INFO : Epoch 1810 | loss: 0.0310392 | val_loss: 0.0310774 | Time: 10623.1 ms [2022-04-09 02:29:43 main:581] : INFO : Epoch 1811 | loss: 0.031041 | val_loss: 0.0310972 | Time: 10398.8 ms [2022-04-09 02:29:53 main:581] : INFO : Epoch 1812 | loss: 0.0310419 | val_loss: 0.0310726 | Time: 10633.2 ms [2022-04-09 02:30:04 main:581] : INFO : Epoch 1813 | loss: 0.0310392 | val_loss: 0.0310826 | Time: 10461.7 ms [2022-04-09 02:30:14 main:581] : INFO : Epoch 1814 | loss: 0.0310296 | val_loss: 0.031075 | Time: 10454.4 ms [2022-04-09 02:30:25 main:581] : INFO : Epoch 1815 | loss: 0.0310299 | val_loss: 0.0310756 | Time: 10600 ms [2022-04-09 02:30:35 main:581] : INFO : Epoch 1816 | loss: 0.0310303 | val_loss: 0.0310855 | Time: 10340.7 ms [2022-04-09 02:30:45 main:581] : INFO : Epoch 1817 | loss: 0.0310296 | val_loss: 0.0310875 | Time: 10406.8 ms [2022-04-09 02:30:56 main:581] : INFO : Epoch 1818 | loss: 0.0310264 | val_loss: 0.0310843 | Time: 10322.4 ms [2022-04-09 02:31:06 main:581] : INFO : Epoch 1819 | loss: 0.0310225 | val_loss: 0.0310752 | Time: 10450.4 ms [2022-04-09 02:31:17 main:581] : INFO : Epoch 1820 | loss: 0.0310247 | val_loss: 0.0310924 | Time: 10456.9 ms [2022-04-09 02:31:27 main:581] : INFO : Epoch 1821 | loss: 0.0310288 | val_loss: 0.0310848 | Time: 10715.7 ms [2022-04-09 02:31:38 main:581] : INFO : Epoch 1822 | loss: 0.0310235 | val_loss: 0.0310843 | Time: 10413 ms [2022-04-09 02:31:48 main:581] : INFO : Epoch 1823 | loss: 0.0310283 | val_loss: 0.0310962 | Time: 10480.4 ms [2022-04-09 02:31:59 main:581] : INFO : Epoch 1824 | loss: 0.0310275 | val_loss: 0.0310772 | Time: 10673.6 ms [2022-04-09 02:32:09 main:581] : INFO : Epoch 1825 | loss: 0.0310254 | val_loss: 0.031079 | Time: 10244.3 ms [2022-04-09 02:32:20 main:581] : INFO : Epoch 1826 | loss: 0.0310226 | val_loss: 0.0310797 | Time: 10731.9 ms [2022-04-09 02:32:30 main:581] : INFO : Epoch 1827 | loss: 0.0310234 | val_loss: 0.0310869 | Time: 10046.6 ms [2022-04-09 02:32:40 main:581] : INFO : Epoch 1828 | loss: 0.0310207 | val_loss: 0.0310743 | Time: 10310.1 ms [2022-04-09 02:32:51 main:581] : INFO : Epoch 1829 | loss: 0.0310335 | val_loss: 0.0311026 | Time: 10942.5 ms [2022-04-09 02:33:02 main:581] : INFO : Epoch 1830 | loss: 0.0310416 | val_loss: 0.0310893 | Time: 10494.5 ms [2022-04-09 02:33:12 main:581] : INFO : Epoch 1831 | loss: 0.0310293 | val_loss: 0.0311009 | Time: 10373.9 ms [2022-04-09 02:33:23 main:581] : INFO : Epoch 1832 | loss: 0.0310206 | val_loss: 0.0310959 | Time: 10400.3 ms [2022-04-09 02:33:33 main:581] : INFO : Epoch 1833 | loss: 0.0310254 | val_loss: 0.0310946 | Time: 10364 ms [2022-04-09 02:33:43 main:581] : INFO : Epoch 1834 | loss: 0.031019 | val_loss: 0.0310841 | Time: 10147.8 ms [2022-04-09 02:33:54 main:581] : INFO : Epoch 1835 | loss: 0.0310199 | val_loss: 0.031095 | Time: 10711.8 ms [2022-04-09 02:34:04 main:581] : INFO : Epoch 1836 | loss: 0.0310229 | val_loss: 0.0310708 | Time: 10567.1 ms [2022-04-09 02:34:15 main:581] : INFO : Epoch 1837 | loss: 0.0310221 | val_loss: 0.0310807 | Time: 10206.8 ms [2022-04-09 02:34:25 main:581] : INFO : Epoch 1838 | loss: 0.0310255 | val_loss: 0.031083 | Time: 10717.5 ms [2022-04-09 02:34:34 main:581] : INFO : Epoch 1839 | loss: 0.0310179 | val_loss: 0.0310999 | Time: 9063.82 ms [2022-04-09 02:34:44 main:581] : INFO : Epoch 1840 | loss: 0.0310161 | val_loss: 0.0310838 | Time: 9747.14 ms [2022-04-09 02:34:55 main:581] : INFO : Epoch 1841 | loss: 0.0310153 | val_loss: 0.0310753 | Time: 10439.2 ms [2022-04-09 02:35:05 main:581] : INFO : Epoch 1842 | loss: 0.0310141 | val_loss: 0.0310895 | Time: 10614.4 ms [2022-04-09 02:35:16 main:581] : INFO : Epoch 1843 | loss: 0.031018 | val_loss: 0.0310779 | Time: 10637.3 ms [2022-04-09 02:35:26 main:581] : INFO : Epoch 1844 | loss: 0.0310241 | val_loss: 0.0310859 | Time: 10431.8 ms [2022-04-09 02:35:37 main:581] : INFO : Epoch 1845 | loss: 0.0310186 | val_loss: 0.0310874 | Time: 10605.3 ms [2022-04-09 02:35:47 main:581] : INFO : Epoch 1846 | loss: 0.0310195 | val_loss: 0.0310883 | Time: 10529.5 ms [2022-04-09 02:35:58 main:581] : INFO : Epoch 1847 | loss: 0.0310164 | val_loss: 0.0310727 | Time: 10430 ms [2022-04-09 02:36:08 main:581] : INFO : Epoch 1848 | loss: 0.0310223 | val_loss: 0.031116 | Time: 10127.1 ms [2022-04-09 02:36:18 main:581] : INFO : Epoch 1849 | loss: 0.0310249 | val_loss: 0.0310727 | Time: 10305.1 ms [2022-04-09 02:36:28 main:581] : INFO : Epoch 1850 | loss: 0.0310346 | val_loss: 0.0310882 | Time: 10175 ms [2022-04-09 02:36:39 main:581] : INFO : Epoch 1851 | loss: 0.031028 | val_loss: 0.0310841 | Time: 10474.2 ms [2022-04-09 02:36:50 main:581] : INFO : Epoch 1852 | loss: 0.0310194 | val_loss: 0.031079 | Time: 10787.5 ms [2022-04-09 02:37:00 main:581] : INFO : Epoch 1853 | loss: 0.0310222 | val_loss: 0.0310844 | Time: 10405.1 ms [2022-04-09 02:37:11 main:581] : INFO : Epoch 1854 | loss: 0.031021 | val_loss: 0.0310706 | Time: 10418.5 ms [2022-04-09 02:37:21 main:581] : INFO : Epoch 1855 | loss: 0.0310229 | val_loss: 0.0310727 | Time: 10095.5 ms [2022-04-09 02:37:31 main:581] : INFO : Epoch 1856 | loss: 0.0310341 | val_loss: 0.031093 | Time: 10190.5 ms [2022-04-09 02:37:41 main:581] : INFO : Epoch 1857 | loss: 0.0310239 | val_loss: 0.0310906 | Time: 10276 ms [2022-04-09 02:37:52 main:581] : INFO : Epoch 1858 | loss: 0.0310179 | val_loss: 0.0310784 | Time: 10472.7 ms [2022-04-09 02:38:00 main:581] : INFO : Epoch 1859 | loss: 0.0310233 | val_loss: 0.0310739 | Time: 8274.8 ms [2022-04-09 02:38:10 main:581] : INFO : Epoch 1860 | loss: 0.0310262 | val_loss: 0.0311192 | Time: 10499.2 ms [2022-04-09 02:38:21 main:581] : INFO : Epoch 1861 | loss: 0.0310236 | val_loss: 0.0310729 | Time: 10636.1 ms [2022-04-09 02:38:32 main:581] : INFO : Epoch 1862 | loss: 0.0310261 | val_loss: 0.0310769 | Time: 10484.2 ms [2022-04-09 02:38:42 main:581] : INFO : Epoch 1863 | loss: 0.031033 | val_loss: 0.0310904 | Time: 10647.8 ms [2022-04-09 02:38:53 main:581] : INFO : Epoch 1864 | loss: 0.0310337 | val_loss: 0.0310869 | Time: 10492.4 ms [2022-04-09 02:39:03 main:581] : INFO : Epoch 1865 | loss: 0.0310247 | val_loss: 0.0310837 | Time: 10490.4 ms [2022-04-09 02:39:14 main:581] : INFO : Epoch 1866 | loss: 0.0310183 | val_loss: 0.0310764 | Time: 10528.5 ms [2022-04-09 02:39:24 main:581] : INFO : Epoch 1867 | loss: 0.0310241 | val_loss: 0.0310727 | Time: 10416.1 ms [2022-04-09 02:39:35 main:581] : INFO : Epoch 1868 | loss: 0.0310104 | val_loss: 0.0310843 | Time: 10616.2 ms [2022-04-09 02:39:45 main:581] : INFO : Epoch 1869 | loss: 0.03101 | val_loss: 0.0310855 | Time: 10485 ms [2022-04-09 02:39:56 main:581] : INFO : Epoch 1870 | loss: 0.0310097 | val_loss: 0.0310744 | Time: 10491.8 ms [2022-04-09 02:40:06 main:581] : INFO : Epoch 1871 | loss: 0.0310095 | val_loss: 0.0310923 | Time: 10450.4 ms [2022-04-09 02:40:17 main:581] : INFO : Epoch 1872 | loss: 0.0310154 | val_loss: 0.031095 | Time: 10479.7 ms [2022-04-09 02:40:27 main:581] : INFO : Epoch 1873 | loss: 0.0310113 | val_loss: 0.0311013 | Time: 10577.7 ms [2022-04-09 02:40:38 main:581] : INFO : Epoch 1874 | loss: 0.0310186 | val_loss: 0.031089 | Time: 10336.5 ms [2022-04-09 02:40:48 main:581] : INFO : Epoch 1875 | loss: 0.0310147 | val_loss: 0.0310791 | Time: 10670 ms [2022-04-09 02:40:59 main:581] : INFO : Epoch 1876 | loss: 0.0310136 | val_loss: 0.0310843 | Time: 10499.2 ms [2022-04-09 02:41:09 main:581] : INFO : Epoch 1877 | loss: 0.0310247 | val_loss: 0.0310842 | Time: 10614.1 ms [2022-04-09 02:41:20 main:581] : INFO : Epoch 1878 | loss: 0.031012 | val_loss: 0.0310987 | Time: 10542 ms [2022-04-09 02:41:30 main:581] : INFO : Epoch 1879 | loss: 0.0310123 | val_loss: 0.0310775 | Time: 10579.1 ms [2022-04-09 02:41:41 main:581] : INFO : Epoch 1880 | loss: 0.0310085 | val_loss: 0.031085 | Time: 10327.8 ms [2022-04-09 02:41:51 main:581] : INFO : Epoch 1881 | loss: 0.0310135 | val_loss: 0.0310781 | Time: 10291.2 ms [2022-04-09 02:42:02 main:581] : INFO : Epoch 1882 | loss: 0.0310167 | val_loss: 0.0310847 | Time: 10421.8 ms [2022-04-09 02:42:12 main:581] : INFO : Epoch 1883 | loss: 0.0310186 | val_loss: 0.0310801 | Time: 10198.8 ms [2022-04-09 02:42:22 main:581] : INFO : Epoch 1884 | loss: 0.0310096 | val_loss: 0.0310952 | Time: 10525.1 ms [2022-04-09 02:42:33 main:581] : INFO : Epoch 1885 | loss: 0.0310138 | val_loss: 0.031089 | Time: 10361.3 ms [2022-04-09 02:42:43 main:581] : INFO : Epoch 1886 | loss: 0.0310258 | val_loss: 0.0311053 | Time: 10379.1 ms [2022-04-09 02:42:53 main:581] : INFO : Epoch 1887 | loss: 0.0310378 | val_loss: 0.0310778 | Time: 10474.2 ms [2022-04-09 02:43:04 main:581] : INFO : Epoch 1888 | loss: 0.0310375 | val_loss: 0.031084 | Time: 10385.5 ms [2022-04-09 02:43:14 main:581] : INFO : Epoch 1889 | loss: 0.0310198 | val_loss: 0.0310764 | Time: 10524.7 ms [2022-04-09 02:43:25 main:581] : INFO : Epoch 1890 | loss: 0.0310135 | val_loss: 0.0310695 | Time: 10431.7 ms [2022-04-09 02:43:35 main:581] : INFO : Epoch 1891 | loss: 0.0310149 | val_loss: 0.0310816 | Time: 10538.1 ms [2022-04-09 02:43:46 main:581] : INFO : Epoch 1892 | loss: 0.0310136 | val_loss: 0.0310772 | Time: 10501 ms [2022-04-09 02:43:56 main:581] : INFO : Epoch 1893 | loss: 0.0310077 | val_loss: 0.0310854 | Time: 10522.5 ms [2022-04-09 02:44:07 main:581] : INFO : Epoch 1894 | loss: 0.0310104 | val_loss: 0.0310732 | Time: 10374.9 ms [2022-04-09 02:44:17 main:581] : INFO : Epoch 1895 | loss: 0.0310093 | val_loss: 0.0310905 | Time: 10380.9 ms [2022-04-09 02:44:28 main:581] : INFO : Epoch 1896 | loss: 0.0310121 | val_loss: 0.0310809 | Time: 10495.7 ms [2022-04-09 02:44:38 main:581] : INFO : Epoch 1897 | loss: 0.0310147 | val_loss: 0.0310886 | Time: 10315.2 ms [2022-04-09 02:44:48 main:581] : INFO : Epoch 1898 | loss: 0.0310238 | val_loss: 0.0310807 | Time: 10362.5 ms [2022-04-09 02:44:59 main:581] : INFO : Epoch 1899 | loss: 0.031009 | val_loss: 0.0310761 | Time: 10525.3 ms [2022-04-09 02:45:09 main:581] : INFO : Epoch 1900 | loss: 0.0310057 | val_loss: 0.0310783 | Time: 10358.4 ms [2022-04-09 02:45:20 main:581] : INFO : Epoch 1901 | loss: 0.031005 | val_loss: 0.0310803 | Time: 10529.6 ms [2022-04-09 02:45:30 main:581] : INFO : Epoch 1902 | loss: 0.0309998 | val_loss: 0.0311037 | Time: 10332.5 ms [2022-04-09 02:45:41 main:581] : INFO : Epoch 1903 | loss: 0.0310043 | val_loss: 0.0310824 | Time: 10555.8 ms [2022-04-09 02:45:51 main:581] : INFO : Epoch 1904 | loss: 0.0309992 | val_loss: 0.0310891 | Time: 10383.1 ms [2022-04-09 02:46:01 main:581] : INFO : Epoch 1905 | loss: 0.0309991 | val_loss: 0.0310827 | Time: 10415.8 ms [2022-04-09 02:46:12 main:581] : INFO : Epoch 1906 | loss: 0.0310157 | val_loss: 0.0311071 | Time: 10410.7 ms [2022-04-09 02:46:22 main:581] : INFO : Epoch 1907 | loss: 0.0310042 | val_loss: 0.0310761 | Time: 10443 ms [2022-04-09 02:46:33 main:581] : INFO : Epoch 1908 | loss: 0.0310084 | val_loss: 0.0310825 | Time: 10577.4 ms [2022-04-09 02:46:43 main:581] : INFO : Epoch 1909 | loss: 0.0310239 | val_loss: 0.0310786 | Time: 10390.7 ms [2022-04-09 02:46:54 main:581] : INFO : Epoch 1910 | loss: 0.0310292 | val_loss: 0.0310781 | Time: 10542.9 ms [2022-04-09 02:47:04 main:581] : INFO : Epoch 1911 | loss: 0.0310234 | val_loss: 0.0310807 | Time: 10376.8 ms [2022-04-09 02:47:15 main:581] : INFO : Epoch 1912 | loss: 0.031023 | val_loss: 0.0310801 | Time: 10431.9 ms [2022-04-09 02:47:25 main:581] : INFO : Epoch 1913 | loss: 0.031016 | val_loss: 0.0310729 | Time: 10489.8 ms [2022-04-09 02:47:35 main:581] : INFO : Epoch 1914 | loss: 0.0310129 | val_loss: 0.0310876 | Time: 10319.1 ms [2022-04-09 02:47:46 main:581] : INFO : Epoch 1915 | loss: 0.0310153 | val_loss: 0.0310803 | Time: 10333.2 ms [2022-04-09 02:47:56 main:581] : INFO : Epoch 1916 | loss: 0.0310131 | val_loss: 0.0310843 | Time: 10398.3 ms [2022-04-09 02:48:07 main:581] : INFO : Epoch 1917 | loss: 0.0310085 | val_loss: 0.0310821 | Time: 10670.6 ms [2022-04-09 02:48:17 main:581] : INFO : Epoch 1918 | loss: 0.0310162 | val_loss: 0.0310784 | Time: 10365.3 ms [2022-04-09 02:48:28 main:581] : INFO : Epoch 1919 | loss: 0.0310085 | val_loss: 0.0310825 | Time: 10356.4 ms [2022-04-09 02:48:38 main:581] : INFO : Epoch 1920 | loss: 0.0310092 | val_loss: 0.0310851 | Time: 10425.2 ms [2022-04-09 02:48:48 main:581] : INFO : Epoch 1921 | loss: 0.0310051 | val_loss: 0.0310818 | Time: 10346.6 ms [2022-04-09 02:48:59 main:581] : INFO : Epoch 1922 | loss: 0.0310045 | val_loss: 0.0310819 | Time: 10499 ms [2022-04-09 02:49:09 main:581] : INFO : Epoch 1923 | loss: 0.0310049 | val_loss: 0.0310874 | Time: 10517.4 ms [2022-04-09 02:49:20 main:581] : INFO : Epoch 1924 | loss: 0.0310106 | val_loss: 0.0310868 | Time: 10521.5 ms [2022-04-09 02:49:30 main:581] : INFO : Epoch 1925 | loss: 0.0310137 | val_loss: 0.0310802 | Time: 10487.5 ms [2022-04-09 02:49:41 main:581] : INFO : Epoch 1926 | loss: 0.0310173 | val_loss: 0.0310957 | Time: 10469.6 ms [2022-04-09 02:49:51 main:581] : INFO : Epoch 1927 | loss: 0.0310246 | val_loss: 0.0311012 | Time: 10441.8 ms [2022-04-09 02:50:02 main:581] : INFO : Epoch 1928 | loss: 0.0310152 | val_loss: 0.0310855 | Time: 10368.1 ms [2022-04-09 02:50:12 main:581] : INFO : Epoch 1929 | loss: 0.031007 | val_loss: 0.0310915 | Time: 10501.6 ms [2022-04-09 02:50:23 main:581] : INFO : Epoch 1930 | loss: 0.0310013 | val_loss: 0.0310784 | Time: 10483.6 ms [2022-04-09 02:50:33 main:581] : INFO : Epoch 1931 | loss: 0.0310012 | val_loss: 0.0310888 | Time: 10397.6 ms [2022-04-09 02:50:43 main:581] : INFO : Epoch 1932 | loss: 0.0310077 | val_loss: 0.0310823 | Time: 10493.6 ms [2022-04-09 02:50:54 main:581] : INFO : Epoch 1933 | loss: 0.0310096 | val_loss: 0.0310872 | Time: 10557.8 ms [2022-04-09 02:51:05 main:581] : INFO : Epoch 1934 | loss: 0.0310083 | val_loss: 0.0310872 | Time: 10458.9 ms [2022-04-09 02:51:15 main:581] : INFO : Epoch 1935 | loss: 0.0310016 | val_loss: 0.0310801 | Time: 10436.1 ms [2022-04-09 02:51:26 main:581] : INFO : Epoch 1936 | loss: 0.0310062 | val_loss: 0.0310944 | Time: 10664.9 ms [2022-04-09 02:51:36 main:581] : INFO : Epoch 1937 | loss: 0.0310042 | val_loss: 0.0310831 | Time: 10564.7 ms [2022-04-09 02:51:47 main:581] : INFO : Epoch 1938 | loss: 0.030999 | val_loss: 0.0310799 | Time: 10584.4 ms [2022-04-09 02:51:57 main:581] : INFO : Epoch 1939 | loss: 0.0310018 | val_loss: 0.0310823 | Time: 10542.6 ms [2022-04-09 02:52:08 main:581] : INFO : Epoch 1940 | loss: 0.0310015 | val_loss: 0.0310878 | Time: 10459 ms [2022-04-09 02:52:18 main:581] : INFO : Epoch 1941 | loss: 0.0310043 | val_loss: 0.0310765 | Time: 10500.5 ms [2022-04-09 02:52:29 main:581] : INFO : Epoch 1942 | loss: 0.0310002 | val_loss: 0.0310994 | Time: 10472.7 ms [2022-04-09 02:52:39 main:581] : INFO : Epoch 1943 | loss: 0.0310051 | val_loss: 0.0310812 | Time: 10574.8 ms [2022-04-09 02:52:50 main:581] : INFO : Epoch 1944 | loss: 0.0310031 | val_loss: 0.0310898 | Time: 10589.7 ms [2022-04-09 02:53:01 main:581] : INFO : Epoch 1945 | loss: 0.0310246 | val_loss: 0.0310794 | Time: 10677.3 ms [2022-04-09 02:53:11 main:581] : INFO : Epoch 1946 | loss: 0.0310193 | val_loss: 0.0310831 | Time: 10526.4 ms [2022-04-09 02:53:22 main:581] : INFO : Epoch 1947 | loss: 0.0310352 | val_loss: 0.031083 | Time: 10557.6 ms [2022-04-09 02:53:32 main:581] : INFO : Epoch 1948 | loss: 0.0310239 | val_loss: 0.0310945 | Time: 10372.5 ms [2022-04-09 02:53:42 main:581] : INFO : Epoch 1949 | loss: 0.0310113 | val_loss: 0.0310699 | Time: 10235.8 ms [2022-04-09 02:53:53 main:581] : INFO : Epoch 1950 | loss: 0.031011 | val_loss: 0.0310981 | Time: 10478.8 ms [2022-04-09 02:54:03 main:581] : INFO : Epoch 1951 | loss: 0.031008 | val_loss: 0.0310802 | Time: 10387.3 ms [2022-04-09 02:54:14 main:581] : INFO : Epoch 1952 | loss: 0.0310031 | val_loss: 0.0310802 | Time: 10481.3 ms [2022-04-09 02:54:24 main:581] : INFO : Epoch 1953 | loss: 0.0310035 | val_loss: 0.0310868 | Time: 10362.7 ms [2022-04-09 02:54:35 main:581] : INFO : Epoch 1954 | loss: 0.0310049 | val_loss: 0.0310917 | Time: 10521 ms [2022-04-09 02:54:45 main:581] : INFO : Epoch 1955 | loss: 0.0310093 | val_loss: 0.0310759 | Time: 10544.7 ms [2022-04-09 02:54:56 main:581] : INFO : Epoch 1956 | loss: 0.0310055 | val_loss: 0.0310754 | Time: 10451 ms [2022-04-09 02:55:06 main:581] : INFO : Epoch 1957 | loss: 0.0310036 | val_loss: 0.0311017 | Time: 10499.8 ms [2022-04-09 02:55:17 main:581] : INFO : Epoch 1958 | loss: 0.0310093 | val_loss: 0.0310793 | Time: 10419.7 ms [2022-04-09 02:55:26 main:581] : INFO : Epoch 1959 | loss: 0.0310106 | val_loss: 0.031089 | Time: 9740.01 ms [2022-04-09 02:55:37 main:581] : INFO : Epoch 1960 | loss: 0.0310096 | val_loss: 0.0310875 | Time: 10946.2 ms [2022-04-09 02:55:48 main:581] : INFO : Epoch 1961 | loss: 0.0310171 | val_loss: 0.0310826 | Time: 10515.3 ms [2022-04-09 02:55:58 main:581] : INFO : Epoch 1962 | loss: 0.0310138 | val_loss: 0.0310862 | Time: 10298.1 ms [2022-04-09 02:56:08 main:581] : INFO : Epoch 1963 | loss: 0.0310081 | val_loss: 0.0310814 | Time: 10374.2 ms [2022-04-09 02:56:19 main:581] : INFO : Epoch 1964 | loss: 0.0310027 | val_loss: 0.0310918 | Time: 10456 ms [2022-04-09 02:56:29 main:581] : INFO : Epoch 1965 | loss: 0.0310049 | val_loss: 0.031107 | Time: 10242 ms [2022-04-09 02:56:40 main:581] : INFO : Epoch 1966 | loss: 0.0310038 | val_loss: 0.0310903 | Time: 10431.6 ms [2022-04-09 02:56:50 main:581] : INFO : Epoch 1967 | loss: 0.0310074 | val_loss: 0.0310918 | Time: 10680.7 ms [2022-04-09 02:57:01 main:581] : INFO : Epoch 1968 | loss: 0.0310193 | val_loss: 0.0310798 | Time: 10720.1 ms [2022-04-09 02:57:11 main:581] : INFO : Epoch 1969 | loss: 0.031011 | val_loss: 0.0310994 | Time: 10219.8 ms [2022-04-09 02:57:21 main:581] : INFO : Epoch 1970 | loss: 0.0310077 | val_loss: 0.031076 | Time: 10273.2 ms [2022-04-09 02:57:31 main:581] : INFO : Epoch 1971 | loss: 0.0310061 | val_loss: 0.0310732 | Time: 9342.67 ms [2022-04-09 02:57:40 main:581] : INFO : Epoch 1972 | loss: 0.0309995 | val_loss: 0.0310698 | Time: 9328.43 ms [2022-04-09 02:57:51 main:581] : INFO : Epoch 1973 | loss: 0.0310035 | val_loss: 0.0310812 | Time: 10588.8 ms [2022-04-09 02:58:01 main:581] : INFO : Epoch 1974 | loss: 0.031002 | val_loss: 0.0310726 | Time: 10349.4 ms [2022-04-09 02:58:12 main:581] : INFO : Epoch 1975 | loss: 0.0310029 | val_loss: 0.0310728 | Time: 10548.6 ms [2022-04-09 02:58:21 main:581] : INFO : Epoch 1976 | loss: 0.0309921 | val_loss: 0.0310824 | Time: 9847.85 ms [2022-04-09 02:58:32 main:581] : INFO : Epoch 1977 | loss: 0.0309942 | val_loss: 0.0310728 | Time: 10499.4 ms [2022-04-09 02:58:43 main:581] : INFO : Epoch 1978 | loss: 0.0309977 | val_loss: 0.0310809 | Time: 10749.8 ms [2022-04-09 02:58:53 main:581] : INFO : Epoch 1979 | loss: 0.0309971 | val_loss: 0.0310764 | Time: 10237.4 ms [2022-04-09 02:59:03 main:581] : INFO : Epoch 1980 | loss: 0.0309972 | val_loss: 0.0310879 | Time: 10436.5 ms [2022-04-09 02:59:14 main:581] : INFO : Epoch 1981 | loss: 0.030997 | val_loss: 0.031078 | Time: 10296.6 ms [2022-04-09 02:59:24 main:581] : INFO : Epoch 1982 | loss: 0.0310062 | val_loss: 0.031088 | Time: 10347.4 ms [2022-04-09 02:59:34 main:581] : INFO : Epoch 1983 | loss: 0.0310079 | val_loss: 0.0310807 | Time: 10083.7 ms [2022-04-09 02:59:44 main:581] : INFO : Epoch 1984 | loss: 0.0310047 | val_loss: 0.0310718 | Time: 10397.2 ms [2022-04-09 02:59:55 main:581] : INFO : Epoch 1985 | loss: 0.0310014 | val_loss: 0.031084 | Time: 10747.3 ms [2022-04-09 03:00:06 main:581] : INFO : Epoch 1986 | loss: 0.0310087 | val_loss: 0.0310835 | Time: 10481.7 ms [2022-04-09 03:00:16 main:581] : INFO : Epoch 1987 | loss: 0.0310059 | val_loss: 0.0310861 | Time: 10458.7 ms [2022-04-09 03:00:25 main:581] : INFO : Epoch 1988 | loss: 0.0310009 | val_loss: 0.0310867 | Time: 8420.89 ms [2022-04-09 03:00:34 main:581] : INFO : Epoch 1989 | loss: 0.0310036 | val_loss: 0.0310945 | Time: 9521.19 ms [2022-04-09 03:00:45 main:581] : INFO : Epoch 1990 | loss: 0.0310034 | val_loss: 0.0310862 | Time: 10476.3 ms [2022-04-09 03:00:55 main:581] : INFO : Epoch 1991 | loss: 0.0309975 | val_loss: 0.0310761 | Time: 10352.7 ms [2022-04-09 03:01:06 main:581] : INFO : Epoch 1992 | loss: 0.0309907 | val_loss: 0.0310854 | Time: 10717 ms [2022-04-09 03:01:16 main:581] : INFO : Epoch 1993 | loss: 0.0309985 | val_loss: 0.0310928 | Time: 10398 ms [2022-04-09 03:01:27 main:581] : INFO : Epoch 1994 | loss: 0.0309948 | val_loss: 0.0310859 | Time: 10532.2 ms [2022-04-09 03:01:37 main:581] : INFO : Epoch 1995 | loss: 0.0309926 | val_loss: 0.0310947 | Time: 10516.2 ms [2022-04-09 03:01:48 main:581] : INFO : Epoch 1996 | loss: 0.0309975 | val_loss: 0.0310864 | Time: 10686.4 ms [2022-04-09 03:01:58 main:581] : INFO : Epoch 1997 | loss: 0.0310092 | val_loss: 0.0310999 | Time: 10517.1 ms [2022-04-09 03:02:09 main:581] : INFO : Epoch 1998 | loss: 0.0310077 | val_loss: 0.0310754 | Time: 10606.2 ms [2022-04-09 03:02:20 main:581] : INFO : Epoch 1999 | loss: 0.0310036 | val_loss: 0.0310894 | Time: 10548.9 ms [2022-04-09 03:02:30 main:581] : INFO : Epoch 2000 | loss: 0.0310022 | val_loss: 0.0310787 | Time: 10450.6 ms [2022-04-09 03:02:40 main:581] : INFO : Epoch 2001 | loss: 0.0309933 | val_loss: 0.0310954 | Time: 10523.7 ms [2022-04-09 03:02:51 main:581] : INFO : Epoch 2002 | loss: 0.0309971 | val_loss: 0.0311086 | Time: 10399.8 ms [2022-04-09 03:03:01 main:581] : INFO : Epoch 2003 | loss: 0.0310222 | val_loss: 0.0310788 | Time: 10390.2 ms [2022-04-09 03:03:12 main:581] : INFO : Epoch 2004 | loss: 0.0310254 | val_loss: 0.0310726 | Time: 10293.9 ms [2022-04-09 03:03:22 main:581] : INFO : Epoch 2005 | loss: 0.0310114 | val_loss: 0.0310705 | Time: 10387.7 ms [2022-04-09 03:03:33 main:581] : INFO : Epoch 2006 | loss: 0.0310127 | val_loss: 0.0310773 | Time: 10577.6 ms [2022-04-09 03:03:43 main:581] : INFO : Epoch 2007 | loss: 0.0310092 | val_loss: 0.0310683 | Time: 10480.1 ms [2022-04-09 03:03:53 main:581] : INFO : Epoch 2008 | loss: 0.0310161 | val_loss: 0.0310859 | Time: 10332.2 ms [2022-04-09 03:04:04 main:581] : INFO : Epoch 2009 | loss: 0.0310133 | val_loss: 0.0310887 | Time: 10378 ms [2022-04-09 03:04:14 main:581] : INFO : Epoch 2010 | loss: 0.0310042 | val_loss: 0.0310837 | Time: 10502.4 ms [2022-04-09 03:04:25 main:581] : INFO : Epoch 2011 | loss: 0.0310034 | val_loss: 0.0310747 | Time: 10529.7 ms [2022-04-09 03:04:35 main:581] : INFO : Epoch 2012 | loss: 0.0309984 | val_loss: 0.0310847 | Time: 10481.1 ms [2022-04-09 03:04:46 main:581] : INFO : Epoch 2013 | loss: 0.031003 | val_loss: 0.0310875 | Time: 10653.7 ms [2022-04-09 03:04:57 main:581] : INFO : Epoch 2014 | loss: 0.030995 | val_loss: 0.0310803 | Time: 10617.9 ms [2022-04-09 03:05:07 main:581] : INFO : Epoch 2015 | loss: 0.0309969 | val_loss: 0.0310839 | Time: 10665.4 ms [2022-04-09 03:05:18 main:581] : INFO : Epoch 2016 | loss: 0.0310014 | val_loss: 0.0310748 | Time: 10541.2 ms [2022-04-09 03:05:28 main:581] : INFO : Epoch 2017 | loss: 0.0309982 | val_loss: 0.0310777 | Time: 10553.4 ms [2022-04-09 03:05:39 main:581] : INFO : Epoch 2018 | loss: 0.0310108 | val_loss: 0.0310699 | Time: 10441.3 ms [2022-04-09 03:05:49 main:581] : INFO : Epoch 2019 | loss: 0.0310123 | val_loss: 0.0310822 | Time: 10541 ms [2022-04-09 03:06:00 main:581] : INFO : Epoch 2020 | loss: 0.0310015 | val_loss: 0.0310766 | Time: 10603.9 ms [2022-04-09 03:06:10 main:581] : INFO : Epoch 2021 | loss: 0.0310061 | val_loss: 0.0310702 | Time: 10379.7 ms [2022-04-09 03:06:21 main:581] : INFO : Epoch 2022 | loss: 0.0310402 | val_loss: 0.0310829 | Time: 10573.8 ms [2022-04-09 03:06:31 main:581] : INFO : Epoch 2023 | loss: 0.0310421 | val_loss: 0.0310868 | Time: 10500.6 ms [2022-04-09 03:06:42 main:581] : INFO : Epoch 2024 | loss: 0.0310416 | val_loss: 0.031095 | Time: 10457.1 ms [2022-04-09 03:06:52 main:581] : INFO : Epoch 2025 | loss: 0.0310386 | val_loss: 0.0310794 | Time: 10452.8 ms [2022-04-09 03:07:03 main:581] : INFO : Epoch 2026 | loss: 0.0310276 | val_loss: 0.0310682 | Time: 10422.9 ms [2022-04-09 03:07:13 main:581] : INFO : Epoch 2027 | loss: 0.0310195 | val_loss: 0.031083 | Time: 10507.8 ms [2022-04-09 03:07:23 main:581] : INFO : Epoch 2028 | loss: 0.0310164 | val_loss: 0.0310736 | Time: 10341.2 ms [2022-04-09 03:07:34 main:581] : INFO : Epoch 2029 | loss: 0.031014 | val_loss: 0.0310804 | Time: 10587.8 ms [2022-04-09 03:07:44 main:581] : INFO : Epoch 2030 | loss: 0.0310336 | val_loss: 0.0310694 | Time: 10396.4 ms [2022-04-09 03:07:55 main:581] : INFO : Epoch 2031 | loss: 0.0310278 | val_loss: 0.0310843 | Time: 10505.9 ms [2022-04-09 03:08:05 main:581] : INFO : Epoch 2032 | loss: 0.0310164 | val_loss: 0.03109 | Time: 10255.8 ms [2022-04-09 03:08:15 main:581] : INFO : Epoch 2033 | loss: 0.0310157 | val_loss: 0.0310707 | Time: 10123.3 ms [2022-04-09 03:08:26 main:581] : INFO : Epoch 2034 | loss: 0.0310034 | val_loss: 0.0310832 | Time: 10451.9 ms [2022-04-09 03:08:36 main:581] : INFO : Epoch 2035 | loss: 0.0310025 | val_loss: 0.0310799 | Time: 10444.4 ms [2022-04-09 03:08:47 main:581] : INFO : Epoch 2036 | loss: 0.0310071 | val_loss: 0.0310701 | Time: 10567.8 ms [2022-04-09 03:08:57 main:581] : INFO : Epoch 2037 | loss: 0.0310106 | val_loss: 0.0310639 | Time: 10579.7 ms [2022-04-09 03:09:08 main:581] : INFO : Epoch 2038 | loss: 0.0310103 | val_loss: 0.0310971 | Time: 10685.4 ms [2022-04-09 03:09:19 main:581] : INFO : Epoch 2039 | loss: 0.0310072 | val_loss: 0.031075 | Time: 10460.8 ms [2022-04-09 03:09:29 main:581] : INFO : Epoch 2040 | loss: 0.0309981 | val_loss: 0.0310919 | Time: 10392.1 ms [2022-04-09 03:09:39 main:581] : INFO : Epoch 2041 | loss: 0.0310032 | val_loss: 0.0311024 | Time: 10535.4 ms [2022-04-09 03:09:50 main:581] : INFO : Epoch 2042 | loss: 0.0310282 | val_loss: 0.0310724 | Time: 10305.7 ms [2022-04-09 03:10:00 main:581] : INFO : Epoch 2043 | loss: 0.0310308 | val_loss: 0.0310777 | Time: 10658.8 ms [2022-04-09 03:10:11 main:581] : INFO : Epoch 2044 | loss: 0.0310285 | val_loss: 0.0310852 | Time: 10568.6 ms [2022-04-09 03:10:22 main:581] : INFO : Epoch 2045 | loss: 0.0310447 | val_loss: 0.0310761 | Time: 10490.9 ms [2022-04-09 03:10:32 main:581] : INFO : Epoch 2046 | loss: 0.0310223 | val_loss: 0.0310797 | Time: 10376.5 ms [2022-04-09 03:10:42 main:581] : INFO : Epoch 2047 | loss: 0.0310177 | val_loss: 0.0310715 | Time: 10374.9 ms [2022-04-09 03:10:53 main:581] : INFO : Epoch 2048 | loss: 0.0310347 | val_loss: 0.0310868 | Time: 10495.8 ms [2022-04-09 03:10:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310868 [2022-04-09 03:10:53 main:610] : INFO : Saving end state to config to file [2022-04-09 03:10:53 main:615] : INFO : Success, exiting.. 03:10:53 (12989): 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)