Task 10001214
| Name | ParityModified-1639949029-13857-0_0 |
| Workunit | 7380119 |
| Created | 19 Dec 2021, 21:23:52 UTC |
| Sent | 26 Dec 2021, 13:11:46 UTC |
| Report deadline | 3 Jan 2022, 13:11:46 UTC |
| Received | 26 Dec 2021, 16:35:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16924 |
| Run time | 2 hours 16 min 30 sec |
| CPU time | 2 hours 14 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,786.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310082 | val_loss: 0.0313535 | Time: 3992.8 ms
[2021-12-26 17:01:46 main:574] : INFO : Epoch 1543 | loss: 0.0310072 | val_loss: 0.0313154 | Time: 3983.52 ms
[2021-12-26 17:01:50 main:574] : INFO : Epoch 1544 | loss: 0.0309982 | val_loss: 0.0312758 | Time: 3995.55 ms
[2021-12-26 17:01:54 main:574] : INFO : Epoch 1545 | loss: 0.031001 | val_loss: 0.0312718 | Time: 3999.73 ms
[2021-12-26 17:01:58 main:574] : INFO : Epoch 1546 | loss: 0.0310049 | val_loss: 0.0312986 | Time: 4004.7 ms
[2021-12-26 17:02:02 main:574] : INFO : Epoch 1547 | loss: 0.031002 | val_loss: 0.0312848 | Time: 3988.15 ms
[2021-12-26 17:02:06 main:574] : INFO : Epoch 1548 | loss: 0.0310041 | val_loss: 0.0312958 | Time: 3994.78 ms
[2021-12-26 17:02:10 main:574] : INFO : Epoch 1549 | loss: 0.0310098 | val_loss: 0.0312957 | Time: 3981.09 ms
[2021-12-26 17:02:14 main:574] : INFO : Epoch 1550 | loss: 0.0310195 | val_loss: 0.0312973 | Time: 3998.9 ms
[2021-12-26 17:02:18 main:574] : INFO : Epoch 1551 | loss: 0.0310066 | val_loss: 0.0312992 | Time: 3986.29 ms
[2021-12-26 17:02:22 main:574] : INFO : Epoch 1552 | loss: 0.0310091 | val_loss: 0.0312949 | Time: 3991.15 ms
[2021-12-26 17:02:26 main:574] : INFO : Epoch 1553 | loss: 0.0310097 | val_loss: 0.0312975 | Time: 4001.36 ms
[2021-12-26 17:02:30 main:574] : INFO : Epoch 1554 | loss: 0.0310067 | val_loss: 0.0312945 | Time: 3998.26 ms
[2021-12-26 17:02:34 main:574] : INFO : Epoch 1555 | loss: 0.0310067 | val_loss: 0.0312805 | Time: 3986.29 ms
[2021-12-26 17:02:38 main:574] : INFO : Epoch 1556 | loss: 0.0310143 | val_loss: 0.0313094 | Time: 4001.62 ms
[2021-12-26 17:02:42 main:574] : INFO : Epoch 1557 | loss: 0.0310017 | val_loss: 0.0312786 | Time: 3985.47 ms
[2021-12-26 17:02:46 main:574] : INFO : Epoch 1558 | loss: 0.0310124 | val_loss: 0.0312715 | Time: 3998.25 ms
[2021-12-26 17:02:50 main:574] : INFO : Epoch 1559 | loss: 0.0310009 | val_loss: 0.0313239 | Time: 4001.03 ms
[2021-12-26 17:02:54 main:574] : INFO : Epoch 1560 | loss: 0.0309998 | val_loss: 0.0313123 | Time: 3986.82 ms
[2021-12-26 17:02:58 main:574] : INFO : Epoch 1561 | loss: 0.0310026 | val_loss: 0.0312755 | Time: 4002.25 ms
[2021-12-26 17:03:02 main:574] : INFO : Epoch 1562 | loss: 0.0310121 | val_loss: 0.0312721 | Time: 3991.24 ms
[2021-12-26 17:03:06 main:574] : INFO : Epoch 1563 | loss: 0.0310114 | val_loss: 0.0312881 | Time: 3999.61 ms
[2021-12-26 17:03:10 main:574] : INFO : Epoch 1564 | loss: 0.030999 | val_loss: 0.0313122 | Time: 3995.02 ms
[2021-12-26 17:03:14 main:574] : INFO : Epoch 1565 | loss: 0.0309968 | val_loss: 0.0313063 | Time: 3988.63 ms
[2021-12-26 17:03:18 main:574] : INFO : Epoch 1566 | loss: 0.0310071 | val_loss: 0.0312895 | Time: 4003.73 ms
[2021-12-26 17:03:22 main:574] : INFO : Epoch 1567 | loss: 0.031012 | val_loss: 0.0313135 | Time: 4009.88 ms
[2021-12-26 17:03:26 main:574] : INFO : Epoch 1568 | loss: 0.0310084 | val_loss: 0.0313116 | Time: 3994.49 ms
[2021-12-26 17:03:30 main:574] : INFO : Epoch 1569 | loss: 0.0310054 | val_loss: 0.0312922 | Time: 3993.3 ms
[2021-12-26 17:03:34 main:574] : INFO : Epoch 1570 | loss: 0.0310004 | val_loss: 0.0312935 | Time: 3998.04 ms
[2021-12-26 17:03:38 main:574] : INFO : Epoch 1571 | loss: 0.0310067 | val_loss: 0.031323 | Time: 3982.9 ms
[2021-12-26 17:03:42 main:574] : INFO : Epoch 1572 | loss: 0.0310026 | val_loss: 0.0313101 | Time: 3983.96 ms
[2021-12-26 17:03:46 main:574] : INFO : Epoch 1573 | loss: 0.0309932 | val_loss: 0.0312955 | Time: 4000.46 ms
[2021-12-26 17:03:50 main:574] : INFO : Epoch 1574 | loss: 0.030998 | val_loss: 0.031304 | Time: 3987.09 ms
[2021-12-26 17:03:54 main:574] : INFO : Epoch 1575 | loss: 0.0310018 | val_loss: 0.0313189 | Time: 3981.93 ms
[2021-12-26 17:03:58 main:574] : INFO : Epoch 1576 | loss: 0.0309988 | val_loss: 0.0313159 | Time: 3987.64 ms
[2021-12-26 17:04:02 main:574] : INFO : Epoch 1577 | loss: 0.0310067 | val_loss: 0.0313146 | Time: 4007.34 ms
[2021-12-26 17:04:06 main:574] : INFO : Epoch 1578 | loss: 0.0310121 | val_loss: 0.0313048 | Time: 3998.07 ms
[2021-12-26 17:04:10 main:574] : INFO : Epoch 1579 | loss: 0.0310087 | val_loss: 0.0312983 | Time: 3993.2 ms
[2021-12-26 17:04:14 main:574] : INFO : Epoch 1580 | loss: 0.0310011 | val_loss: 0.0312917 | Time: 3983.4 ms
[2021-12-26 17:04:18 main:574] : INFO : Epoch 1581 | loss: 0.0310104 | val_loss: 0.0312873 | Time: 4001.7 ms
[2021-12-26 17:04:22 main:574] : INFO : Epoch 1582 | loss: 0.0310084 | val_loss: 0.0312933 | Time: 3996.25 ms
[2021-12-26 17:04:26 main:574] : INFO : Epoch 1583 | loss: 0.0310124 | val_loss: 0.0313037 | Time: 3989.72 ms
[2021-12-26 17:04:30 main:574] : INFO : Epoch 1584 | loss: 0.031011 | val_loss: 0.0312946 | Time: 4000.88 ms
[2021-12-26 17:04:34 main:574] : INFO : Epoch 1585 | loss: 0.0309994 | val_loss: 0.03129 | Time: 4000.33 ms
[2021-12-26 17:04:38 main:574] : INFO : Epoch 1586 | loss: 0.0310001 | val_loss: 0.0313018 | Time: 3988.37 ms
[2021-12-26 17:04:42 main:574] : INFO : Epoch 1587 | loss: 0.030998 | val_loss: 0.031306 | Time: 4004.11 ms
[2021-12-26 17:04:46 main:574] : INFO : Epoch 1588 | loss: 0.030997 | val_loss: 0.0313042 | Time: 3995.61 ms
[2021-12-26 17:04:50 main:574] : INFO : Epoch 1589 | loss: 0.0309983 | val_loss: 0.031292 | Time: 3990.12 ms
[2021-12-26 17:04:54 main:574] : INFO : Epoch 1590 | loss: 0.0309943 | val_loss: 0.0313071 | Time: 4005.66 ms
[2021-12-26 17:04:58 main:574] : INFO : Epoch 1591 | loss: 0.0310007 | val_loss: 0.0312976 | Time: 3989.55 ms
[2021-12-26 17:05:02 main:574] : INFO : Epoch 1592 | loss: 0.0310105 | val_loss: 0.0312824 | Time: 3997.83 ms
[2021-12-26 17:05:06 main:574] : INFO : Epoch 1593 | loss: 0.0310157 | val_loss: 0.0312534 | Time: 3997.91 ms
[2021-12-26 17:05:10 main:574] : INFO : Epoch 1594 | loss: 0.0310101 | val_loss: 0.031277 | Time: 4011.95 ms
[2021-12-26 17:05:14 main:574] : INFO : Epoch 1595 | loss: 0.0310013 | val_loss: 0.0312991 | Time: 3987.61 ms
[2021-12-26 17:05:18 main:574] : INFO : Epoch 1596 | loss: 0.0309965 | val_loss: 0.0312886 | Time: 4012.23 ms
[2021-12-26 17:05:22 main:574] : INFO : Epoch 1597 | loss: 0.0310027 | val_loss: 0.031311 | Time: 3994.59 ms
[2021-12-26 17:05:26 main:574] : INFO : Epoch 1598 | loss: 0.0309955 | val_loss: 0.0312939 | Time: 3990.06 ms
[2021-12-26 17:05:30 main:574] : INFO : Epoch 1599 | loss: 0.0309972 | val_loss: 0.031305 | Time: 3979.48 ms
[2021-12-26 17:05:34 main:574] : INFO : Epoch 1600 | loss: 0.0310041 | val_loss: 0.0312844 | Time: 3998.53 ms
[2021-12-26 17:05:38 main:574] : INFO : Epoch 1601 | loss: 0.0309933 | val_loss: 0.0313229 | Time: 3991.26 ms
[2021-12-26 17:05:42 main:574] : INFO : Epoch 1602 | loss: 0.0310035 | val_loss: 0.0313167 | Time: 3997.47 ms
[2021-12-26 17:05:46 main:574] : INFO : Epoch 1603 | loss: 0.0310131 | val_loss: 0.0312759 | Time: 3990.65 ms
[2021-12-26 17:05:50 main:574] : INFO : Epoch 1604 | loss: 0.0310091 | val_loss: 0.031285 | Time: 3992.86 ms
[2021-12-26 17:05:54 main:574] : INFO : Epoch 1605 | loss: 0.0310054 | val_loss: 0.031331 | Time: 3991.41 ms
[2021-12-26 17:05:58 main:574] : INFO : Epoch 1606 | loss: 0.0310041 | val_loss: 0.0312664 | Time: 3994.91 ms
[2021-12-26 17:06:02 main:574] : INFO : Epoch 1607 | loss: 0.0309991 | val_loss: 0.0313275 | Time: 3967.34 ms
[2021-12-26 17:06:06 main:574] : INFO : Epoch 1608 | loss: 0.0309964 | val_loss: 0.0312865 | Time: 3980.62 ms
[2021-12-26 17:06:10 main:574] : INFO : Epoch 1609 | loss: 0.031005 | val_loss: 0.0313199 | Time: 3984.52 ms
[2021-12-26 17:06:14 main:574] : INFO : Epoch 1610 | loss: 0.0310144 | val_loss: 0.0312834 | Time: 4011.35 ms
[2021-12-26 17:06:18 main:574] : INFO : Epoch 1611 | loss: 0.0310115 | val_loss: 0.0312881 | Time: 4003.54 ms
[2021-12-26 17:06:22 main:574] : INFO : Epoch 1612 | loss: 0.0309992 | val_loss: 0.0312923 | Time: 3994.79 ms
[2021-12-26 17:06:26 main:574] : INFO : Epoch 1613 | loss: 0.0309933 | val_loss: 0.0313134 | Time: 4006.7 ms
[2021-12-26 17:06:30 main:574] : INFO : Epoch 1614 | loss: 0.0309955 | val_loss: 0.0313089 | Time: 3980.13 ms
[2021-12-26 17:06:34 main:574] : INFO : Epoch 1615 | loss: 0.0309977 | val_loss: 0.031294 | Time: 3997.95 ms
[2021-12-26 17:06:38 main:574] : INFO : Epoch 1616 | loss: 0.030996 | val_loss: 0.0312899 | Time: 3997.56 ms
[2021-12-26 17:06:42 main:574] : INFO : Epoch 1617 | loss: 0.031005 | val_loss: 0.0312965 | Time: 3991.28 ms
[2021-12-26 17:06:46 main:574] : INFO : Epoch 1618 | loss: 0.030999 | val_loss: 0.0313096 | Time: 3998.07 ms
[2021-12-26 17:06:50 main:574] : INFO : Epoch 1619 | loss: 0.0309955 | val_loss: 0.0312924 | Time: 3989.85 ms
[2021-12-26 17:06:54 main:574] : INFO : Epoch 1620 | loss: 0.0309968 | val_loss: 0.0313141 | Time: 3989.25 ms
[2021-12-26 17:06:58 main:574] : INFO : Epoch 1621 | loss: 0.0310098 | val_loss: 0.0313001 | Time: 4003.15 ms
[2021-12-26 17:07:02 main:574] : INFO : Epoch 1622 | loss: 0.0310319 | val_loss: 0.0312626 | Time: 3994.77 ms
[2021-12-26 17:07:05 main:574] : INFO : Epoch 1623 | loss: 0.0310114 | val_loss: 0.0312726 | Time: 3979.61 ms
[2021-12-26 17:07:09 main:574] : INFO : Epoch 1624 | loss: 0.0310037 | val_loss: 0.0313009 | Time: 3997.79 ms
[2021-12-26 17:07:13 main:574] : INFO : Epoch 1625 | loss: 0.0310029 | val_loss: 0.0313409 | Time: 3987.01 ms
[2021-12-26 17:07:17 main:574] : INFO : Epoch 1626 | loss: 0.0310007 | val_loss: 0.0312819 | Time: 3994.18 ms
[2021-12-26 17:07:21 main:574] : INFO : Epoch 1627 | loss: 0.0310112 | val_loss: 0.0312829 | Time: 3988.58 ms
[2021-12-26 17:07:25 main:574] : INFO : Epoch 1628 | loss: 0.0310087 | val_loss: 0.0312842 | Time: 3991.55 ms
[2021-12-26 17:07:29 main:574] : INFO : Epoch 1629 | loss: 0.0310033 | val_loss: 0.0312964 | Time: 3988.58 ms
[2021-12-26 17:07:33 main:574] : INFO : Epoch 1630 | loss: 0.0309957 | val_loss: 0.031335 | Time: 4003.29 ms
[2021-12-26 17:07:37 main:574] : INFO : Epoch 1631 | loss: 0.0310093 | val_loss: 0.0312737 | Time: 3993.12 ms
[2021-12-26 17:07:41 main:574] : INFO : Epoch 1632 | loss: 0.0310058 | val_loss: 0.0312787 | Time: 3985.19 ms
[2021-12-26 17:07:45 main:574] : INFO : Epoch 1633 | loss: 0.0309995 | val_loss: 0.031304 | Time: 3992.9 ms
[2021-12-26 17:07:49 main:574] : INFO : Epoch 1634 | loss: 0.0310008 | val_loss: 0.0312974 | Time: 3984.38 ms
[2021-12-26 17:07:53 main:574] : INFO : Epoch 1635 | loss: 0.0310067 | val_loss: 0.0312984 | Time: 3994.71 ms
[2021-12-26 17:07:57 main:574] : INFO : Epoch 1636 | loss: 0.0310119 | val_loss: 0.0312818 | Time: 3999.57 ms
[2021-12-26 17:08:01 main:574] : INFO : Epoch 1637 | loss: 0.0309996 | val_loss: 0.0313089 | Time: 3997.04 ms
[2021-12-26 17:08:05 main:574] : INFO : Epoch 1638 | loss: 0.0310055 | val_loss: 0.0313302 | Time: 3997.72 ms
[2021-12-26 17:08:09 main:574] : INFO : Epoch 1639 | loss: 0.0310093 | val_loss: 0.0312764 | Time: 4002.62 ms
[2021-12-26 17:08:13 main:574] : INFO : Epoch 1640 | loss: 0.0310073 | val_loss: 0.0313077 | Time: 3990.51 ms
[2021-12-26 17:08:17 main:574] : INFO : Epoch 1641 | loss: 0.0309957 | val_loss: 0.0312974 | Time: 3996.99 ms
[2021-12-26 17:08:21 main:574] : INFO : Epoch 1642 | loss: 0.0310042 | val_loss: 0.0312581 | Time: 3991.59 ms
[2021-12-26 17:08:25 main:574] : INFO : Epoch 1643 | loss: 0.0309967 | val_loss: 0.0313259 | Time: 3999.03 ms
[2021-12-26 17:08:29 main:574] : INFO : Epoch 1644 | loss: 0.031001 | val_loss: 0.0313235 | Time: 3998.84 ms
[2021-12-26 17:08:33 main:574] : INFO : Epoch 1645 | loss: 0.0310006 | val_loss: 0.0312873 | Time: 3988.71 ms
[2021-12-26 17:08:37 main:574] : INFO : Epoch 1646 | loss: 0.0310029 | val_loss: 0.0312793 | Time: 3990.4 ms
[2021-12-26 17:08:41 main:574] : INFO : Epoch 1647 | loss: 0.0310069 | val_loss: 0.0313015 | Time: 3991.95 ms
[2021-12-26 17:08:45 main:574] : INFO : Epoch 1648 | loss: 0.0310052 | val_loss: 0.0312981 | Time: 3995.05 ms
[2021-12-26 17:08:49 main:574] : INFO : Epoch 1649 | loss: 0.0310069 | val_loss: 0.0313123 | Time: 4002.78 ms
[2021-12-26 17:08:53 main:574] : INFO : Epoch 1650 | loss: 0.0310032 | val_loss: 0.0313452 | Time: 3995.73 ms
[2021-12-26 17:08:57 main:574] : INFO : Epoch 1651 | loss: 0.0309966 | val_loss: 0.0313228 | Time: 3991.75 ms
[2021-12-26 17:09:01 main:574] : INFO : Epoch 1652 | loss: 0.0310033 | val_loss: 0.0312915 | Time: 4000.33 ms
[2021-12-26 17:09:05 main:574] : INFO : Epoch 1653 | loss: 0.0310028 | val_loss: 0.0312969 | Time: 4007.74 ms
[2021-12-26 17:09:09 main:574] : INFO : Epoch 1654 | loss: 0.0310019 | val_loss: 0.0312768 | Time: 3993.04 ms
[2021-12-26 17:09:13 main:574] : INFO : Epoch 1655 | loss: 0.0310027 | val_loss: 0.0312984 | Time: 3986 ms
[2021-12-26 17:09:17 main:574] : INFO : Epoch 1656 | loss: 0.0309973 | val_loss: 0.0313044 | Time: 4002.18 ms
[2021-12-26 17:09:21 main:574] : INFO : Epoch 1657 | loss: 0.0310014 | val_loss: 0.0313237 | Time: 3990.96 ms
[2021-12-26 17:09:25 main:574] : INFO : Epoch 1658 | loss: 0.0309986 | val_loss: 0.0313034 | Time: 3991.67 ms
[2021-12-26 17:09:29 main:574] : INFO : Epoch 1659 | loss: 0.0309984 | val_loss: 0.0313259 | Time: 3996.81 ms
[2021-12-26 17:09:33 main:574] : INFO : Epoch 1660 | loss: 0.030999 | val_loss: 0.0312916 | Time: 3995.62 ms
[2021-12-26 17:09:37 main:574] : INFO : Epoch 1661 | loss: 0.0310002 | val_loss: 0.0312809 | Time: 3991.99 ms
[2021-12-26 17:09:41 main:574] : INFO : Epoch 1662 | loss: 0.0310118 | val_loss: 0.031264 | Time: 3980.02 ms
[2021-12-26 17:09:45 main:574] : INFO : Epoch 1663 | loss: 0.031016 | val_loss: 0.0312851 | Time: 3987.78 ms
[2021-12-26 17:09:49 main:574] : INFO : Epoch 1664 | loss: 0.0310061 | val_loss: 0.0312837 | Time: 4000.11 ms
[2021-12-26 17:09:53 main:574] : INFO : Epoch 1665 | loss: 0.0310064 | val_loss: 0.0312932 | Time: 3994.49 ms
[2021-12-26 17:09:57 main:574] : INFO : Epoch 1666 | loss: 0.0310018 | val_loss: 0.0312977 | Time: 3995.16 ms
[2021-12-26 17:10:01 main:574] : INFO : Epoch 1667 | loss: 0.0310049 | val_loss: 0.0313051 | Time: 4002.19 ms
[2021-12-26 17:10:05 main:574] : INFO : Epoch 1668 | loss: 0.0309981 | val_loss: 0.0312898 | Time: 4006.59 ms
[2021-12-26 17:10:09 main:574] : INFO : Epoch 1669 | loss: 0.0310009 | val_loss: 0.0312818 | Time: 3986.01 ms
[2021-12-26 17:10:13 main:574] : INFO : Epoch 1670 | loss: 0.0310089 | val_loss: 0.0313039 | Time: 4000.41 ms
[2021-12-26 17:10:17 main:574] : INFO : Epoch 1671 | loss: 0.0310156 | val_loss: 0.0313131 | Time: 3999.64 ms
[2021-12-26 17:10:21 main:574] : INFO : Epoch 1672 | loss: 0.0310095 | val_loss: 0.0312982 | Time: 4000.79 ms
[2021-12-26 17:10:25 main:574] : INFO : Epoch 1673 | loss: 0.0310153 | val_loss: 0.0312942 | Time: 3992.47 ms
[2021-12-26 17:10:29 main:574] : INFO : Epoch 1674 | loss: 0.030998 | val_loss: 0.0312896 | Time: 3997.81 ms
[2021-12-26 17:10:33 main:574] : INFO : Epoch 1675 | loss: 0.0310042 | val_loss: 0.0312743 | Time: 3991.63 ms
[2021-12-26 17:10:37 main:574] : INFO : Epoch 1676 | loss: 0.0309976 | val_loss: 0.0313195 | Time: 3999.36 ms
[2021-12-26 17:10:41 main:574] : INFO : Epoch 1677 | loss: 0.0310031 | val_loss: 0.0312939 | Time: 3990.22 ms
[2021-12-26 17:10:45 main:574] : INFO : Epoch 1678 | loss: 0.0309961 | val_loss: 0.0312876 | Time: 3998.88 ms
[2021-12-26 17:10:49 main:574] : INFO : Epoch 1679 | loss: 0.030994 | val_loss: 0.0313292 | Time: 3987.06 ms
[2021-12-26 17:10:53 main:574] : INFO : Epoch 1680 | loss: 0.0309936 | val_loss: 0.0312946 | Time: 3996.45 ms
[2021-12-26 17:10:57 main:574] : INFO : Epoch 1681 | loss: 0.0310027 | val_loss: 0.0312951 | Time: 3993.71 ms
[2021-12-26 17:11:01 main:574] : INFO : Epoch 1682 | loss: 0.0310163 | val_loss: 0.0312802 | Time: 3980.08 ms
[2021-12-26 17:11:05 main:574] : INFO : Epoch 1683 | loss: 0.0310109 | val_loss: 0.0313212 | Time: 3994.28 ms
[2021-12-26 17:11:09 main:574] : INFO : Epoch 1684 | loss: 0.0310031 | val_loss: 0.0312785 | Time: 3997.2 ms
[2021-12-26 17:11:13 main:574] : INFO : Epoch 1685 | loss: 0.0309979 | val_loss: 0.0313293 | Time: 3994.69 ms
[2021-12-26 17:11:17 main:574] : INFO : Epoch 1686 | loss: 0.0309999 | val_loss: 0.0312827 | Time: 4011.12 ms
[2021-12-26 17:11:21 main:574] : INFO : Epoch 1687 | loss: 0.0310098 | val_loss: 0.0312675 | Time: 3988.71 ms
[2021-12-26 17:11:25 main:574] : INFO : Epoch 1688 | loss: 0.0309986 | val_loss: 0.0312759 | Time: 3989.16 ms
[2021-12-26 17:11:29 main:574] : INFO : Epoch 1689 | loss: 0.0310029 | val_loss: 0.0312944 | Time: 3985.64 ms
[2021-12-26 17:11:33 main:574] : INFO : Epoch 1690 | loss: 0.0310044 | val_loss: 0.0313199 | Time: 3992.1 ms
[2021-12-26 17:11:37 main:574] : INFO : Epoch 1691 | loss: 0.0310116 | val_loss: 0.0313118 | Time: 3992.74 ms
[2021-12-26 17:11:41 main:574] : INFO : Epoch 1692 | loss: 0.0310073 | val_loss: 0.0312702 | Time: 3997.91 ms
[2021-12-26 17:11:45 main:574] : INFO : Epoch 1693 | loss: 0.0310084 | val_loss: 0.0312978 | Time: 3992.06 ms
[2021-12-26 17:11:49 main:574] : INFO : Epoch 1694 | loss: 0.0310039 | val_loss: 0.0312834 | Time: 3996.75 ms
[2021-12-26 17:11:53 main:574] : INFO : Epoch 1695 | loss: 0.0310034 | val_loss: 0.0313078 | Time: 3982.39 ms
[2021-12-26 17:11:57 main:574] : INFO : Epoch 1696 | loss: 0.0309925 | val_loss: 0.0312886 | Time: 4014.22 ms
[2021-12-26 17:12:01 main:574] : INFO : Epoch 1697 | loss: 0.0310045 | val_loss: 0.0312862 | Time: 3991.57 ms
[2021-12-26 17:12:05 main:574] : INFO : Epoch 1698 | loss: 0.0310038 | val_loss: 0.0313183 | Time: 3999.82 ms
[2021-12-26 17:12:09 main:574] : INFO : Epoch 1699 | loss: 0.0309983 | val_loss: 0.0312906 | Time: 3993.34 ms
[2021-12-26 17:12:13 main:574] : INFO : Epoch 1700 | loss: 0.0310105 | val_loss: 0.0312907 | Time: 3997.05 ms
[2021-12-26 17:12:17 main:574] : INFO : Epoch 1701 | loss: 0.0310109 | val_loss: 0.0313008 | Time: 3988.01 ms
[2021-12-26 17:12:21 main:574] : INFO : Epoch 1702 | loss: 0.0310164 | val_loss: 0.0313124 | Time: 4007.61 ms
[2021-12-26 17:12:25 main:574] : INFO : Epoch 1703 | loss: 0.0310155 | val_loss: 0.0313075 | Time: 3997.56 ms
[2021-12-26 17:12:29 main:574] : INFO : Epoch 1704 | loss: 0.0310058 | val_loss: 0.031302 | Time: 4010.56 ms
[2021-12-26 17:12:33 main:574] : INFO : Epoch 1705 | loss: 0.0309989 | val_loss: 0.0312966 | Time: 3982.9 ms
[2021-12-26 17:12:37 main:574] : INFO : Epoch 1706 | loss: 0.0309972 | val_loss: 0.03131 | Time: 3997.99 ms
[2021-12-26 17:12:41 main:574] : INFO : Epoch 1707 | loss: 0.0309944 | val_loss: 0.0313219 | Time: 3993 ms
[2021-12-26 17:12:45 main:574] : INFO : Epoch 1708 | loss: 0.0310038 | val_loss: 0.0313195 | Time: 3999.06 ms
[2021-12-26 17:12:49 main:574] : INFO : Epoch 1709 | loss: 0.0310061 | val_loss: 0.0312854 | Time: 4006.36 ms
[2021-12-26 17:12:53 main:574] : INFO : Epoch 1710 | loss: 0.0310017 | val_loss: 0.0313368 | Time: 4001.94 ms
[2021-12-26 17:12:57 main:574] : INFO : Epoch 1711 | loss: 0.0310071 | val_loss: 0.0312762 | Time: 3988.55 ms
[2021-12-26 17:13:01 main:574] : INFO : Epoch 1712 | loss: 0.0310062 | val_loss: 0.0312989 | Time: 3996.4 ms
[2021-12-26 17:13:05 main:574] : INFO : Epoch 1713 | loss: 0.0310078 | val_loss: 0.0312844 | Time: 3993.55 ms
[2021-12-26 17:13:09 main:574] : INFO : Epoch 1714 | loss: 0.0309998 | val_loss: 0.0313003 | Time: 4002.62 ms
[2021-12-26 17:13:13 main:574] : INFO : Epoch 1715 | loss: 0.0310002 | val_loss: 0.0313296 | Time: 3987.65 ms
[2021-12-26 17:13:17 main:574] : INFO : Epoch 1716 | loss: 0.0310113 | val_loss: 0.0312921 | Time: 3985.93 ms
[2021-12-26 17:13:21 main:574] : INFO : Epoch 1717 | loss: 0.0310031 | val_loss: 0.0312519 | Time: 3986.86 ms
[2021-12-26 17:13:25 main:574] : INFO : Epoch 1718 | loss: 0.0310053 | val_loss: 0.0313173 | Time: 4002.85 ms
[2021-12-26 17:13:29 main:574] : INFO : Epoch 1719 | loss: 0.031001 | val_loss: 0.0313114 | Time: 3970.47 ms
[2021-12-26 17:13:33 main:574] : INFO : Epoch 1720 | loss: 0.0310046 | val_loss: 0.0313328 | Time: 3995.61 ms
[2021-12-26 17:13:37 main:574] : INFO : Epoch 1721 | loss: 0.031005 | val_loss: 0.0313155 | Time: 3989.57 ms
[2021-12-26 17:13:41 main:574] : INFO : Epoch 1722 | loss: 0.0309955 | val_loss: 0.0312935 | Time: 3991.41 ms
[2021-12-26 17:13:45 main:574] : INFO : Epoch 1723 | loss: 0.0309984 | val_loss: 0.0312775 | Time: 3989.55 ms
[2021-12-26 17:13:49 main:574] : INFO : Epoch 1724 | loss: 0.0309924 | val_loss: 0.0313261 | Time: 3990.99 ms
[2021-12-26 17:13:53 main:574] : INFO : Epoch 1725 | loss: 0.0309975 | val_loss: 0.0312852 | Time: 4014.69 ms
[2021-12-26 17:13:57 main:574] : INFO : Epoch 1726 | loss: 0.0310016 | val_loss: 0.0312641 | Time: 3987.92 ms
[2021-12-26 17:14:01 main:574] : INFO : Epoch 1727 | loss: 0.0310008 | val_loss: 0.0312968 | Time: 4002.95 ms
[2021-12-26 17:14:05 main:574] : INFO : Epoch 1728 | loss: 0.0310089 | val_loss: 0.0313273 | Time: 3989.03 ms
[2021-12-26 17:14:09 main:574] : INFO : Epoch 1729 | loss: 0.0309985 | val_loss: 0.0313117 | Time: 3996.45 ms
[2021-12-26 17:14:13 main:574] : INFO : Epoch 1730 | loss: 0.0310073 | val_loss: 0.0312858 | Time: 4000.14 ms
[2021-12-26 17:14:17 main:574] : INFO : Epoch 1731 | loss: 0.0309958 | val_loss: 0.0313079 | Time: 3993.89 ms
[2021-12-26 17:14:21 main:574] : INFO : Epoch 1732 | loss: 0.0310034 | val_loss: 0.031294 | Time: 3994.04 ms
[2021-12-26 17:14:25 main:574] : INFO : Epoch 1733 | loss: 0.0309994 | val_loss: 0.0313015 | Time: 3987.94 ms
[2021-12-26 17:14:29 main:574] : INFO : Epoch 1734 | loss: 0.0309991 | val_loss: 0.0313238 | Time: 3987.76 ms
[2021-12-26 17:14:33 main:574] : INFO : Epoch 1735 | loss: 0.0310037 | val_loss: 0.0312798 | Time: 3997.67 ms
[2021-12-26 17:14:37 main:574] : INFO : Epoch 1736 | loss: 0.0310038 | val_loss: 0.0312995 | Time: 4014.86 ms
[2021-12-26 17:14:41 main:574] : INFO : Epoch 1737 | loss: 0.0310025 | val_loss: 0.0313047 | Time: 4009.4 ms
[2021-12-26 17:14:45 main:574] : INFO : Epoch 1738 | loss: 0.0310019 | val_loss: 0.0313197 | Time: 3991.85 ms
[2021-12-26 17:14:49 main:574] : INFO : Epoch 1739 | loss: 0.0310064 | val_loss: 0.0313013 | Time: 4002.35 ms
[2021-12-26 17:14:53 main:574] : INFO : Epoch 1740 | loss: 0.0310193 | val_loss: 0.0312538 | Time: 3994.59 ms
[2021-12-26 17:14:57 main:574] : INFO : Epoch 1741 | loss: 0.0310443 | val_loss: 0.0312762 | Time: 3990.76 ms
[2021-12-26 17:15:01 main:574] : INFO : Epoch 1742 | loss: 0.0310187 | val_loss: 0.0312823 | Time: 4000.22 ms
[2021-12-26 17:15:05 main:574] : INFO : Epoch 1743 | loss: 0.0310087 | val_loss: 0.0312833 | Time: 3985.56 ms
[2021-12-26 17:15:09 main:574] : INFO : Epoch 1744 | loss: 0.030999 | val_loss: 0.0312623 | Time: 3995.28 ms
[2021-12-26 17:15:13 main:574] : INFO : Epoch 1745 | loss: 0.0310884 | val_loss: 0.0312402 | Time: 4009.56 ms
[2021-12-26 17:15:17 main:574] : INFO : Epoch 1746 | loss: 0.0310611 | val_loss: 0.0312665 | Time: 4005.47 ms
[2021-12-26 17:15:21 main:574] : INFO : Epoch 1747 | loss: 0.0310281 | val_loss: 0.0312826 | Time: 4001.04 ms
[2021-12-26 17:15:25 main:574] : INFO : Epoch 1748 | loss: 0.0310108 | val_loss: 0.0312981 | Time: 3996.09 ms
[2021-12-26 17:15:29 main:574] : INFO : Epoch 1749 | loss: 0.0310012 | val_loss: 0.0312848 | Time: 3997.37 ms
[2021-12-26 17:15:33 main:574] : INFO : Epoch 1750 | loss: 0.0309997 | val_loss: 0.0312877 | Time: 3992.81 ms
[2021-12-26 17:15:37 main:574] : INFO : Epoch 1751 | loss: 0.0309998 | val_loss: 0.0313019 | Time: 3989.87 ms
[2021-12-26 17:15:41 main:574] : INFO : Epoch 1752 | loss: 0.0310117 | val_loss: 0.0313138 | Time: 3998.13 ms
[2021-12-26 17:15:45 main:574] : INFO : Epoch 1753 | loss: 0.0310075 | val_loss: 0.031286 | Time: 4004.58 ms
[2021-12-26 17:15:49 main:574] : INFO : Epoch 1754 | loss: 0.0310014 | val_loss: 0.0312754 | Time: 4012 ms
[2021-12-26 17:15:53 main:574] : INFO : Epoch 1755 | loss: 0.0309929 | val_loss: 0.0313487 | Time: 3996.07 ms
[2021-12-26 17:15:57 main:574] : INFO : Epoch 1756 | loss: 0.0310041 | val_loss: 0.0312865 | Time: 4002.69 ms
[2021-12-26 17:16:01 main:574] : INFO : Epoch 1757 | loss: 0.0309976 | val_loss: 0.0312926 | Time: 3986.57 ms
[2021-12-26 17:16:05 main:574] : INFO : Epoch 1758 | loss: 0.0310026 | val_loss: 0.0313366 | Time: 3996.16 ms
[2021-12-26 17:16:09 main:574] : INFO : Epoch 1759 | loss: 0.0310142 | val_loss: 0.031265 | Time: 3997.1 ms
[2021-12-26 17:16:13 main:574] : INFO : Epoch 1760 | loss: 0.0310052 | val_loss: 0.0312994 | Time: 3994.44 ms
[2021-12-26 17:16:17 main:574] : INFO : Epoch 1761 | loss: 0.0309944 | val_loss: 0.0312935 | Time: 3989.32 ms
[2021-12-26 17:16:21 main:574] : INFO : Epoch 1762 | loss: 0.0310024 | val_loss: 0.0313 | Time: 4003.16 ms
[2021-12-26 17:16:25 main:574] : INFO : Epoch 1763 | loss: 0.0310025 | val_loss: 0.0312911 | Time: 4002.86 ms
[2021-12-26 17:16:29 main:574] : INFO : Epoch 1764 | loss: 0.0310216 | val_loss: 0.0312841 | Time: 3988.11 ms
[2021-12-26 17:16:33 main:574] : INFO : Epoch 1765 | loss: 0.0310108 | val_loss: 0.0313018 | Time: 3999.44 ms
[2021-12-26 17:16:37 main:574] : INFO : Epoch 1766 | loss: 0.0310034 | val_loss: 0.031307 | Time: 3995.69 ms
[2021-12-26 17:16:41 main:574] : INFO : Epoch 1767 | loss: 0.031046 | val_loss: 0.0312466 | Time: 4002.87 ms
[2021-12-26 17:16:45 main:574] : INFO : Epoch 1768 | loss: 0.0310786 | val_loss: 0.0312671 | Time: 4017.78 ms
[2021-12-26 17:16:49 main:574] : INFO : Epoch 1769 | loss: 0.03103 | val_loss: 0.0312791 | Time: 3997.31 ms
[2021-12-26 17:16:53 main:574] : INFO : Epoch 1770 | loss: 0.0310082 | val_loss: 0.0312811 | Time: 4001.24 ms
[2021-12-26 17:16:57 main:574] : INFO : Epoch 1771 | loss: 0.0310033 | val_loss: 0.0313046 | Time: 3992.88 ms
[2021-12-26 17:17:01 main:574] : INFO : Epoch 1772 | loss: 0.0309936 | val_loss: 0.0312959 | Time: 3990.16 ms
[2021-12-26 17:17:05 main:574] : INFO : Epoch 1773 | loss: 0.0309895 | val_loss: 0.0312894 | Time: 3995.3 ms
[2021-12-26 17:17:09 main:574] : INFO : Epoch 1774 | loss: 0.0310025 | val_loss: 0.0313051 | Time: 3991.41 ms
[2021-12-26 17:17:13 main:574] : INFO : Epoch 1775 | loss: 0.0310125 | val_loss: 0.0312814 | Time: 3998.53 ms
[2021-12-26 17:17:17 main:574] : INFO : Epoch 1776 | loss: 0.031007 | val_loss: 0.0312965 | Time: 3997.53 ms
[2021-12-26 17:17:21 main:574] : INFO : Epoch 1777 | loss: 0.0310012 | val_loss: 0.0312739 | Time: 3993.59 ms
[2021-12-26 17:17:25 main:574] : INFO : Epoch 1778 | loss: 0.030999 | val_loss: 0.0313076 | Time: 3999.68 ms
[2021-12-26 17:17:29 main:574] : INFO : Epoch 1779 | loss: 0.0309983 | val_loss: 0.0312948 | Time: 3989.67 ms
[2021-12-26 17:17:33 main:574] : INFO : Epoch 1780 | loss: 0.0310023 | val_loss: 0.0312881 | Time: 4001.83 ms
[2021-12-26 17:17:37 main:574] : INFO : Epoch 1781 | loss: 0.0309996 | val_loss: 0.0313034 | Time: 4006.94 ms
[2021-12-26 17:17:41 main:574] : INFO : Epoch 1782 | loss: 0.0310028 | val_loss: 0.031296 | Time: 3995.16 ms
[2021-12-26 17:17:45 main:574] : INFO : Epoch 1783 | loss: 0.030997 | val_loss: 0.0313135 | Time: 3988.97 ms
[2021-12-26 17:17:49 main:574] : INFO : Epoch 1784 | loss: 0.0309943 | val_loss: 0.0313046 | Time: 4005.33 ms
[2021-12-26 17:17:53 main:574] : INFO : Epoch 1785 | loss: 0.0310041 | val_loss: 0.0312861 | Time: 3988.39 ms
[2021-12-26 17:17:57 main:574] : INFO : Epoch 1786 | loss: 0.0310128 | val_loss: 0.0313093 | Time: 4008.39 ms
[2021-12-26 17:18:01 main:574] : INFO : Epoch 1787 | loss: 0.031006 | val_loss: 0.0313001 | Time: 3979.19 ms
[2021-12-26 17:18:05 main:574] : INFO : Epoch 1788 | loss: 0.0310019 | val_loss: 0.0313163 | Time: 4007.28 ms
[2021-12-26 17:18:09 main:574] : INFO : Epoch 1789 | loss: 0.0309938 | val_loss: 0.031282 | Time: 3982.66 ms
[2021-12-26 17:18:13 main:574] : INFO : Epoch 1790 | loss: 0.0310085 | val_loss: 0.0312851 | Time: 4005.81 ms
[2021-12-26 17:18:17 main:574] : INFO : Epoch 1791 | loss: 0.0310043 | val_loss: 0.0312804 | Time: 3995.43 ms
[2021-12-26 17:18:21 main:574] : INFO : Epoch 1792 | loss: 0.0310006 | val_loss: 0.0312993 | Time: 3991.82 ms
[2021-12-26 17:18:25 main:574] : INFO : Epoch 1793 | loss: 0.0310026 | val_loss: 0.0313018 | Time: 3994.45 ms
[2021-12-26 17:18:29 main:574] : INFO : Epoch 1794 | loss: 0.0310009 | val_loss: 0.0313273 | Time: 3993.84 ms
[2021-12-26 17:18:33 main:574] : INFO : Epoch 1795 | loss: 0.0309942 | val_loss: 0.0312811 | Time: 3993.19 ms
[2021-12-26 17:18:37 main:574] : INFO : Epoch 1796 | loss: 0.0310032 | val_loss: 0.0312856 | Time: 3989.42 ms
[2021-12-26 17:18:41 main:574] : INFO : Epoch 1797 | loss: 0.0310128 | val_loss: 0.0313002 | Time: 4010.32 ms
[2021-12-26 17:18:45 main:574] : INFO : Epoch 1798 | loss: 0.0310104 | val_loss: 0.0313221 | Time: 4000.82 ms
[2021-12-26 17:18:49 main:574] : INFO : Epoch 1799 | loss: 0.0310041 | val_loss: 0.031304 | Time: 3994.23 ms
[2021-12-26 17:18:53 main:574] : INFO : Epoch 1800 | loss: 0.0310001 | val_loss: 0.0312919 | Time: 3998.83 ms
[2021-12-26 17:18:57 main:574] : INFO : Epoch 1801 | loss: 0.0309963 | val_loss: 0.0313024 | Time: 3995.92 ms
[2021-12-26 17:19:01 main:574] : INFO : Epoch 1802 | loss: 0.0310053 | val_loss: 0.0313072 | Time: 4003.88 ms
[2021-12-26 17:19:05 main:574] : INFO : Epoch 1803 | loss: 0.0310024 | val_loss: 0.0313219 | Time: 3982.97 ms
[2021-12-26 17:19:09 main:574] : INFO : Epoch 1804 | loss: 0.0309952 | val_loss: 0.0312667 | Time: 3986.09 ms
[2021-12-26 17:19:13 main:574] : INFO : Epoch 1805 | loss: 0.0309967 | val_loss: 0.0313218 | Time: 3993.39 ms
[2021-12-26 17:19:17 main:574] : INFO : Epoch 1806 | loss: 0.030995 | val_loss: 0.031291 | Time: 3997.05 ms
[2021-12-26 17:19:21 main:574] : INFO : Epoch 1807 | loss: 0.0309924 | val_loss: 0.0313044 | Time: 3987.42 ms
[2021-12-26 17:19:25 main:574] : INFO : Epoch 1808 | loss: 0.0310046 | val_loss: 0.0313182 | Time: 3988.88 ms
[2021-12-26 17:19:29 main:574] : INFO : Epoch 1809 | loss: 0.0309997 | val_loss: 0.0312962 | Time: 3995.59 ms
[2021-12-26 17:19:33 main:574] : INFO : Epoch 1810 | loss: 0.0309998 | val_loss: 0.0312809 | Time: 3998.67 ms
[2021-12-26 17:19:37 main:574] : INFO : Epoch 1811 | loss: 0.0310025 | val_loss: 0.0313012 | Time: 3996.64 ms
[2021-12-26 17:19:41 main:574] : INFO : Epoch 1812 | loss: 0.0310024 | val_loss: 0.0312851 | Time: 4002.62 ms
[2021-12-26 17:19:45 main:574] : INFO : Epoch 1813 | loss: 0.0309997 | val_loss: 0.0313219 | Time: 4005.29 ms
[2021-12-26 17:19:49 main:574] : INFO : Epoch 1814 | loss: 0.0309987 | val_loss: 0.0313039 | Time: 3989.09 ms
[2021-12-26 17:19:53 main:574] : INFO : Epoch 1815 | loss: 0.0310017 | val_loss: 0.0313084 | Time: 3994.04 ms
[2021-12-26 17:19:57 main:574] : INFO : Epoch 1816 | loss: 0.0310104 | val_loss: 0.031265 | Time: 3999.55 ms
[2021-12-26 17:20:01 main:574] : INFO : Epoch 1817 | loss: 0.0310197 | val_loss: 0.03127 | Time: 3987.92 ms
[2021-12-26 17:20:05 main:574] : INFO : Epoch 1818 | loss: 0.0310082 | val_loss: 0.0312942 | Time: 3994.86 ms
[2021-12-26 17:20:09 main:574] : INFO : Epoch 1819 | loss: 0.0310056 | val_loss: 0.0312979 | Time: 3988.44 ms
[2021-12-26 17:20:13 main:574] : INFO : Epoch 1820 | loss: 0.0310108 | val_loss: 0.0312779 | Time: 3995.07 ms
[2021-12-26 17:20:17 main:574] : INFO : Epoch 1821 | loss: 0.0310047 | val_loss: 0.0313004 | Time: 3988.59 ms
[2021-12-26 17:20:21 main:574] : INFO : Epoch 1822 | loss: 0.0309991 | val_loss: 0.0312911 | Time: 4000.35 ms
[2021-12-26 17:20:25 main:574] : INFO : Epoch 1823 | loss: 0.0310026 | val_loss: 0.0312862 | Time: 3984.34 ms
[2021-12-26 17:20:29 main:574] : INFO : Epoch 1824 | loss: 0.031011 | val_loss: 0.031277 | Time: 3987.42 ms
[2021-12-26 17:20:33 main:574] : INFO : Epoch 1825 | loss: 0.0309993 | val_loss: 0.0313139 | Time: 4007.97 ms
[2021-12-26 17:20:37 main:574] : INFO : Epoch 1826 | loss: 0.0309967 | val_loss: 0.0313101 | Time: 4005.81 ms
[2021-12-26 17:20:41 main:574] : INFO : Epoch 1827 | loss: 0.0309917 | val_loss: 0.0313169 | Time: 3991.45 ms
[2021-12-26 17:20:45 main:574] : INFO : Epoch 1828 | loss: 0.0309996 | val_loss: 0.0313049 | Time: 3994.7 ms
[2021-12-26 17:20:49 main:574] : INFO : Epoch 1829 | loss: 0.0310029 | val_loss: 0.0312777 | Time: 3990.52 ms
[2021-12-26 17:20:53 main:574] : INFO : Epoch 1830 | loss: 0.0310057 | val_loss: 0.0313033 | Time: 3990.79 ms
[2021-12-26 17:20:57 main:574] : INFO : Epoch 1831 | loss: 0.0310043 | val_loss: 0.0312781 | Time: 3994.84 ms
[2021-12-26 17:21:01 main:574] : INFO : Epoch 1832 | loss: 0.0310005 | val_loss: 0.0312753 | Time: 3979.78 ms
[2021-12-26 17:21:05 main:574] : INFO : Epoch 1833 | loss: 0.0310014 | val_loss: 0.0313058 | Time: 3996.96 ms
[2021-12-26 17:21:09 main:574] : INFO : Epoch 1834 | loss: 0.0310198 | val_loss: 0.0312938 | Time: 3987 ms
[2021-12-26 17:21:13 main:574] : INFO : Epoch 1835 | loss: 0.0310131 | val_loss: 0.0313123 | Time: 4000.6 ms
[2021-12-26 17:21:17 main:574] : INFO : Epoch 1836 | loss: 0.0310061 | val_loss: 0.031324 | Time: 4001.24 ms
[2021-12-26 17:21:21 main:574] : INFO : Epoch 1837 | loss: 0.0310073 | val_loss: 0.0313062 | Time: 3984.87 ms
[2021-12-26 17:21:25 main:574] : INFO : Epoch 1838 | loss: 0.0310071 | val_loss: 0.0312858 | Time: 3999.92 ms
[2021-12-26 17:21:29 main:574] : INFO : Epoch 1839 | loss: 0.0310026 | val_loss: 0.0313102 | Time: 3998.94 ms
[2021-12-26 17:21:33 main:574] : INFO : Epoch 1840 | loss: 0.031007 | val_loss: 0.0312811 | Time: 3990.55 ms
[2021-12-26 17:21:37 main:574] : INFO : Epoch 1841 | loss: 0.0310266 | val_loss: 0.0312725 | Time: 3988.97 ms
[2021-12-26 17:21:41 main:574] : INFO : Epoch 1842 | loss: 0.0310073 | val_loss: 0.0313031 | Time: 4000.72 ms
[2021-12-26 17:21:45 main:574] : INFO : Epoch 1843 | loss: 0.0309963 | val_loss: 0.0312823 | Time: 3992.54 ms
[2021-12-26 17:21:49 main:574] : INFO : Epoch 1844 | loss: 0.0310058 | val_loss: 0.0312845 | Time: 4008.98 ms
[2021-12-26 17:21:53 main:574] : INFO : Epoch 1845 | loss: 0.0310066 | val_loss: 0.0313397 | Time: 3989.01 ms
[2021-12-26 17:21:57 main:574] : INFO : Epoch 1846 | loss: 0.0310119 | val_loss: 0.0313073 | Time: 3990.69 ms
[2021-12-26 17:22:01 main:574] : INFO : Epoch 1847 | loss: 0.031005 | val_loss: 0.0313038 | Time: 3982.62 ms
[2021-12-26 17:22:05 main:574] : INFO : Epoch 1848 | loss: 0.0310016 | val_loss: 0.0312847 | Time: 3995.42 ms
[2021-12-26 17:22:09 main:574] : INFO : Epoch 1849 | loss: 0.0310139 | val_loss: 0.03132 | Time: 3996.79 ms
[2021-12-26 17:22:13 main:574] : INFO : Epoch 1850 | loss: 0.0310056 | val_loss: 0.0313064 | Time: 3991.12 ms
[2021-12-26 17:22:17 main:574] : INFO : Epoch 1851 | loss: 0.0310019 | val_loss: 0.031276 | Time: 3989.96 ms
[2021-12-26 17:22:21 main:574] : INFO : Epoch 1852 | loss: 0.0310056 | val_loss: 0.0313272 | Time: 3999.1 ms
[2021-12-26 17:22:25 main:574] : INFO : Epoch 1853 | loss: 0.0309989 | val_loss: 0.0312764 | Time: 3992.44 ms
[2021-12-26 17:22:29 main:574] : INFO : Epoch 1854 | loss: 0.0310031 | val_loss: 0.0313157 | Time: 4010.91 ms
[2021-12-26 17:22:33 main:574] : INFO : Epoch 1855 | loss: 0.0309987 | val_loss: 0.0312972 | Time: 3986.85 ms
[2021-12-26 17:22:37 main:574] : INFO : Epoch 1856 | loss: 0.0309978 | val_loss: 0.0312948 | Time: 3992.84 ms
[2021-12-26 17:22:41 main:574] : INFO : Epoch 1857 | loss: 0.0310016 | val_loss: 0.0313079 | Time: 3992.4 ms
[2021-12-26 17:22:45 main:574] : INFO : Epoch 1858 | loss: 0.0309959 | val_loss: 0.0312594 | Time: 3983.92 ms
[2021-12-26 17:22:49 main:574] : INFO : Epoch 1859 | loss: 0.0310003 | val_loss: 0.0312901 | Time: 3989.94 ms
[2021-12-26 17:22:53 main:574] : INFO : Epoch 1860 | loss: 0.0310007 | val_loss: 0.0312774 | Time: 3993.05 ms
[2021-12-26 17:22:57 main:574] : INFO : Epoch 1861 | loss: 0.0310014 | val_loss: 0.0312805 | Time: 3985.46 ms
[2021-12-26 17:23:01 main:574] : INFO : Epoch 1862 | loss: 0.0310027 | val_loss: 0.0313171 | Time: 3991 ms
[2021-12-26 17:23:05 main:574] : INFO : Epoch 1863 | loss: 0.0310038 | val_loss: 0.0313108 | Time: 3987.12 ms
[2021-12-26 17:23:09 main:574] : INFO : Epoch 1864 | loss: 0.0310092 | val_loss: 0.031305 | Time: 3998.31 ms
[2021-12-26 17:23:13 main:574] : INFO : Epoch 1865 | loss: 0.0310025 | val_loss: 0.0312974 | Time: 4004.56 ms
[2021-12-26 17:23:17 main:574] : INFO : Epoch 1866 | loss: 0.0310054 | val_loss: 0.0312898 | Time: 3992.11 ms
[2021-12-26 17:23:21 main:574] : INFO : Epoch 1867 | loss: 0.0310271 | val_loss: 0.0313019 | Time: 3988.95 ms
[2021-12-26 17:23:25 main:574] : INFO : Epoch 1868 | loss: 0.0310094 | val_loss: 0.0312876 | Time: 4005.22 ms
[2021-12-26 17:23:29 main:574] : INFO : Epoch 1869 | loss: 0.0310028 | val_loss: 0.0313071 | Time: 3993.78 ms
[2021-12-26 17:23:33 main:574] : INFO : Epoch 1870 | loss: 0.0310027 | val_loss: 0.0312752 | Time: 3995.77 ms
[2021-12-26 17:23:37 main:574] : INFO : Epoch 1871 | loss: 0.0310017 | val_loss: 0.0312928 | Time: 3986.3 ms
[2021-12-26 17:23:41 main:574] : INFO : Epoch 1872 | loss: 0.0309981 | val_loss: 0.0312938 | Time: 4001.71 ms
[2021-12-26 17:23:45 main:574] : INFO : Epoch 1873 | loss: 0.0310031 | val_loss: 0.0312755 | Time: 3996.58 ms
[2021-12-26 17:23:49 main:574] : INFO : Epoch 1874 | loss: 0.0310089 | val_loss: 0.0312483 | Time: 3998.55 ms
[2021-12-26 17:23:53 main:574] : INFO : Epoch 1875 | loss: 0.031011 | val_loss: 0.0312737 | Time: 4002.01 ms
[2021-12-26 17:23:57 main:574] : INFO : Epoch 1876 | loss: 0.0310032 | val_loss: 0.031339 | Time: 3990.2 ms
[2021-12-26 17:24:01 main:574] : INFO : Epoch 1877 | loss: 0.0310065 | val_loss: 0.0313196 | Time: 3991.41 ms
[2021-12-26 17:24:05 main:574] : INFO : Epoch 1878 | loss: 0.0310033 | val_loss: 0.031323 | Time: 4003.22 ms
[2021-12-26 17:24:09 main:574] : INFO : Epoch 1879 | loss: 0.0310007 | val_loss: 0.0313124 | Time: 3990.34 ms
[2021-12-26 17:24:13 main:574] : INFO : Epoch 1880 | loss: 0.0310024 | val_loss: 0.0313166 | Time: 3995.33 ms
[2021-12-26 17:24:17 main:574] : INFO : Epoch 1881 | loss: 0.0309954 | val_loss: 0.0312843 | Time: 4036.91 ms
[2021-12-26 17:24:21 main:574] : INFO : Epoch 1882 | loss: 0.0309998 | val_loss: 0.031296 | Time: 4004.8 ms
[2021-12-26 17:24:25 main:574] : INFO : Epoch 1883 | loss: 0.0310036 | val_loss: 0.0312931 | Time: 4000.6 ms
[2021-12-26 17:24:29 main:574] : INFO : Epoch 1884 | loss: 0.0309969 | val_loss: 0.0313052 | Time: 3998.08 ms
[2021-12-26 17:24:33 main:574] : INFO : Epoch 1885 | loss: 0.0309958 | val_loss: 0.031277 | Time: 3995.8 ms
[2021-12-26 17:24:37 main:574] : INFO : Epoch 1886 | loss: 0.0310006 | val_loss: 0.031311 | Time: 4003.72 ms
[2021-12-26 17:24:41 main:574] : INFO : Epoch 1887 | loss: 0.0310048 | val_loss: 0.0313099 | Time: 3994.61 ms
[2021-12-26 17:24:45 main:574] : INFO : Epoch 1888 | loss: 0.0310131 | val_loss: 0.0312591 | Time: 3994.57 ms
[2021-12-26 17:24:49 main:574] : INFO : Epoch 1889 | loss: 0.0310038 | val_loss: 0.0313269 | Time: 4005.44 ms
[2021-12-26 17:24:53 main:574] : INFO : Epoch 1890 | loss: 0.0309931 | val_loss: 0.0312989 | Time: 3999.51 ms
[2021-12-26 17:24:57 main:574] : INFO : Epoch 1891 | loss: 0.0310263 | val_loss: 0.031281 | Time: 4008.07 ms
[2021-12-26 17:25:01 main:574] : INFO : Epoch 1892 | loss: 0.0310188 | val_loss: 0.0313035 | Time: 4003.77 ms
[2021-12-26 17:25:05 main:574] : INFO : Epoch 1893 | loss: 0.0310052 | val_loss: 0.0312854 | Time: 4001.46 ms
[2021-12-26 17:25:09 main:574] : INFO : Epoch 1894 | loss: 0.031003 | val_loss: 0.0312854 | Time: 3988.59 ms
[2021-12-26 17:25:13 main:574] : INFO : Epoch 1895 | loss: 0.0310014 | val_loss: 0.0313157 | Time: 3990.66 ms
[2021-12-26 17:25:17 main:574] : INFO : Epoch 1896 | loss: 0.0309996 | val_loss: 0.0313101 | Time: 4007.14 ms
[2021-12-26 17:25:21 main:574] : INFO : Epoch 1897 | loss: 0.0309997 | val_loss: 0.0313097 | Time: 4012.94 ms
[2021-12-26 17:25:25 main:574] : INFO : Epoch 1898 | loss: 0.0309995 | val_loss: 0.031314 | Time: 4006.78 ms
[2021-12-26 17:25:29 main:574] : INFO : Epoch 1899 | loss: 0.0309973 | val_loss: 0.0312936 | Time: 3994.87 ms
[2021-12-26 17:25:33 main:574] : INFO : Epoch 1900 | loss: 0.0309978 | val_loss: 0.0313224 | Time: 3994.63 ms
[2021-12-26 17:25:37 main:574] : INFO : Epoch 1901 | loss: 0.0310049 | val_loss: 0.031301 | Time: 3989.85 ms
[2021-12-26 17:25:41 main:574] : INFO : Epoch 1902 | loss: 0.0310033 | val_loss: 0.0312616 | Time: 4004.13 ms
[2021-12-26 17:25:45 main:574] : INFO : Epoch 1903 | loss: 0.0310033 | val_loss: 0.0313047 | Time: 3991.47 ms
[2021-12-26 17:25:49 main:574] : INFO : Epoch 1904 | loss: 0.0310002 | val_loss: 0.0312724 | Time: 3995.87 ms
[2021-12-26 17:25:53 main:574] : INFO : Epoch 1905 | loss: 0.0310018 | val_loss: 0.0312993 | Time: 3997.19 ms
[2021-12-26 17:25:57 main:574] : INFO : Epoch 1906 | loss: 0.0310044 | val_loss: 0.0312961 | Time: 3998.07 ms
[2021-12-26 17:26:01 main:574] : INFO : Epoch 1907 | loss: 0.0310074 | val_loss: 0.0313127 | Time: 3978.83 ms
[2021-12-26 17:26:05 main:574] : INFO : Epoch 1908 | loss: 0.0309986 | val_loss: 0.0312829 | Time: 3982.85 ms
[2021-12-26 17:26:09 main:574] : INFO : Epoch 1909 | loss: 0.031006 | val_loss: 0.031287 | Time: 3978.62 ms
[2021-12-26 17:26:13 main:574] : INFO : Epoch 1910 | loss: 0.0310093 | val_loss: 0.0312899 | Time: 3994.58 ms
[2021-12-26 17:26:17 main:574] : INFO : Epoch 1911 | loss: 0.0309932 | val_loss: 0.0313206 | Time: 4013.66 ms
[2021-12-26 17:26:21 main:574] : INFO : Epoch 1912 | loss: 0.0309971 | val_loss: 0.0313111 | Time: 4031.95 ms
[2021-12-26 17:26:25 main:574] : INFO : Epoch 1913 | loss: 0.0310027 | val_loss: 0.0312965 | Time: 3996.75 ms
[2021-12-26 17:26:29 main:574] : INFO : Epoch 1914 | loss: 0.0310131 | val_loss: 0.0312708 | Time: 4001.71 ms
[2021-12-26 17:26:33 main:574] : INFO : Epoch 1915 | loss: 0.0309967 | val_loss: 0.0313158 | Time: 3988.9 ms
[2021-12-26 17:26:37 main:574] : INFO : Epoch 1916 | loss: 0.0309941 | val_loss: 0.0312911 | Time: 3987.16 ms
[2021-12-26 17:26:41 main:574] : INFO : Epoch 1917 | loss: 0.0309935 | val_loss: 0.0313222 | Time: 3999.79 ms
[2021-12-26 17:26:45 main:574] : INFO : Epoch 1918 | loss: 0.0310019 | val_loss: 0.0313009 | Time: 3999.38 ms
[2021-12-26 17:26:49 main:574] : INFO : Epoch 1919 | loss: 0.0309948 | val_loss: 0.0313288 | Time: 3994.97 ms
[2021-12-26 17:26:53 main:574] : INFO : Epoch 1920 | loss: 0.0309965 | val_loss: 0.0312669 | Time: 3985.16 ms
[2021-12-26 17:26:57 main:574] : INFO : Epoch 1921 | loss: 0.03101 | val_loss: 0.0312762 | Time: 3982.28 ms
[2021-12-26 17:27:01 main:574] : INFO : Epoch 1922 | loss: 0.0309977 | val_loss: 0.0312805 | Time: 4003.3 ms
[2021-12-26 17:27:05 main:574] : INFO : Epoch 1923 | loss: 0.0310076 | val_loss: 0.0313044 | Time: 3988.7 ms
[2021-12-26 17:27:09 main:574] : INFO : Epoch 1924 | loss: 0.0310076 | val_loss: 0.0313293 | Time: 3993.02 ms
[2021-12-26 17:27:13 main:574] : INFO : Epoch 1925 | loss: 0.0309956 | val_loss: 0.0313311 | Time: 4004.02 ms
[2021-12-26 17:27:17 main:574] : INFO : Epoch 1926 | loss: 0.0310114 | val_loss: 0.0312853 | Time: 3988.34 ms
[2021-12-26 17:27:21 main:574] : INFO : Epoch 1927 | loss: 0.0310088 | val_loss: 0.0313195 | Time: 3983.25 ms
[2021-12-26 17:27:25 main:574] : INFO : Epoch 1928 | loss: 0.0309962 | val_loss: 0.0313045 | Time: 3997.1 ms
[2021-12-26 17:27:29 main:574] : INFO : Epoch 1929 | loss: 0.0310007 | val_loss: 0.0312916 | Time: 3999.5 ms
[2021-12-26 17:27:33 main:574] : INFO : Epoch 1930 | loss: 0.0309997 | val_loss: 0.0312965 | Time: 3988.43 ms
[2021-12-26 17:27:37 main:574] : INFO : Epoch 1931 | loss: 0.03099 | val_loss: 0.0313073 | Time: 3994.66 ms
[2021-12-26 17:27:41 main:574] : INFO : Epoch 1932 | loss: 0.0309981 | val_loss: 0.0313097 | Time: 3992.8 ms
[2021-12-26 17:27:45 main:574] : INFO : Epoch 1933 | loss: 0.0310054 | val_loss: 0.0313067 | Time: 3992.81 ms
[2021-12-26 17:27:49 main:574] : INFO : Epoch 1934 | loss: 0.0309997 | val_loss: 0.031313 | Time: 4012.88 ms
[2021-12-26 17:27:53 main:574] : INFO : Epoch 1935 | loss: 0.0309961 | val_loss: 0.0312983 | Time: 3988.06 ms
[2021-12-26 17:27:57 main:574] : INFO : Epoch 1936 | loss: 0.031007 | val_loss: 0.0312602 | Time: 3990.34 ms
[2021-12-26 17:28:01 main:574] : INFO : Epoch 1937 | loss: 0.031014 | val_loss: 0.0312646 | Time: 3987.08 ms
[2021-12-26 17:28:05 main:574] : INFO : Epoch 1938 | loss: 0.031011 | val_loss: 0.0312965 | Time: 3999.41 ms
[2021-12-26 17:28:09 main:574] : INFO : Epoch 1939 | loss: 0.0309985 | val_loss: 0.031285 | Time: 3988.99 ms
[2021-12-26 17:28:13 main:574] : INFO : Epoch 1940 | loss: 0.0309889 | val_loss: 0.0313174 | Time: 4010.43 ms
[2021-12-26 17:28:17 main:574] : INFO : Epoch 1941 | loss: 0.0310109 | val_loss: 0.0313092 | Time: 3995.29 ms
[2021-12-26 17:28:21 main:574] : INFO : Epoch 1942 | loss: 0.0310072 | val_loss: 0.031277 | Time: 3999.6 ms
[2021-12-26 17:28:25 main:574] : INFO : Epoch 1943 | loss: 0.0309991 | val_loss: 0.0313005 | Time: 4000.64 ms
[2021-12-26 17:28:29 main:574] : INFO : Epoch 1944 | loss: 0.030994 | val_loss: 0.0313152 | Time: 4004.25 ms
[2021-12-26 17:28:33 main:574] : INFO : Epoch 1945 | loss: 0.0309905 | val_loss: 0.0313147 | Time: 3998.63 ms
[2021-12-26 17:28:37 main:574] : INFO : Epoch 1946 | loss: 0.0309955 | val_loss: 0.0313133 | Time: 3990.88 ms
[2021-12-26 17:28:41 main:574] : INFO : Epoch 1947 | loss: 0.0309942 | val_loss: 0.0312928 | Time: 3991.82 ms
[2021-12-26 17:28:45 main:574] : INFO : Epoch 1948 | loss: 0.0310003 | val_loss: 0.0312987 | Time: 3992.31 ms
[2021-12-26 17:28:49 main:574] : INFO : Epoch 1949 | loss: 0.0310072 | val_loss: 0.0312925 | Time: 3990.96 ms
[2021-12-26 17:28:53 main:574] : INFO : Epoch 1950 | loss: 0.0310096 | val_loss: 0.0313097 | Time: 4011.95 ms
[2021-12-26 17:28:57 main:574] : INFO : Epoch 1951 | loss: 0.0310009 | val_loss: 0.0312769 | Time: 3986.51 ms
[2021-12-26 17:29:01 main:574] : INFO : Epoch 1952 | loss: 0.0310015 | val_loss: 0.0312811 | Time: 3995.61 ms
[2021-12-26 17:29:05 main:574] : INFO : Epoch 1953 | loss: 0.0309936 | val_loss: 0.0313011 | Time: 3987.33 ms
[2021-12-26 17:29:09 main:574] : INFO : Epoch 1954 | loss: 0.0309954 | val_loss: 0.0313337 | Time: 4009.2 ms
[2021-12-26 17:29:13 main:574] : INFO : Epoch 1955 | loss: 0.0309999 | val_loss: 0.0313027 | Time: 3995.23 ms
[2021-12-26 17:29:17 main:574] : INFO : Epoch 1956 | loss: 0.0309993 | val_loss: 0.031313 | Time: 4001.97 ms
[2021-12-26 17:29:21 main:574] : INFO : Epoch 1957 | loss: 0.03101 | val_loss: 0.03127 | Time: 3997.13 ms
[2021-12-26 17:29:25 main:574] : INFO : Epoch 1958 | loss: 0.0310057 | val_loss: 0.0312895 | Time: 3996.53 ms
[2021-12-26 17:29:29 main:574] : INFO : Epoch 1959 | loss: 0.0310118 | val_loss: 0.0312718 | Time: 3998.78 ms
[2021-12-26 17:29:33 main:574] : INFO : Epoch 1960 | loss: 0.0310198 | val_loss: 0.0312865 | Time: 3995.67 ms
[2021-12-26 17:29:37 main:574] : INFO : Epoch 1961 | loss: 0.0310149 | val_loss: 0.0313094 | Time: 4002.27 ms
[2021-12-26 17:29:41 main:574] : INFO : Epoch 1962 | loss: 0.0310003 | val_loss: 0.0313033 | Time: 4009.19 ms
[2021-12-26 17:29:45 main:574] : INFO : Epoch 1963 | loss: 0.0309943 | val_loss: 0.0313081 | Time: 3994.04 ms
[2021-12-26 17:29:49 main:574] : INFO : Epoch 1964 | loss: 0.0310031 | val_loss: 0.0312919 | Time: 3998.89 ms
[2021-12-26 17:29:53 main:574] : INFO : Epoch 1965 | loss: 0.031005 | val_loss: 0.0312869 | Time: 3994.01 ms
[2021-12-26 17:29:57 main:574] : INFO : Epoch 1966 | loss: 0.0309967 | val_loss: 0.0313238 | Time: 3995.93 ms
[2021-12-26 17:30:01 main:574] : INFO : Epoch 1967 | loss: 0.031003 | val_loss: 0.0312809 | Time: 3990.51 ms
[2021-12-26 17:30:05 main:574] : INFO : Epoch 1968 | loss: 0.0310146 | val_loss: 0.0312811 | Time: 3999.45 ms
[2021-12-26 17:30:09 main:574] : INFO : Epoch 1969 | loss: 0.0309988 | val_loss: 0.031267 | Time: 3994.18 ms
[2021-12-26 17:30:13 main:574] : INFO : Epoch 1970 | loss: 0.0310036 | val_loss: 0.0312936 | Time: 3994.34 ms
[2021-12-26 17:30:17 main:574] : INFO : Epoch 1971 | loss: 0.0310102 | val_loss: 0.0313088 | Time: 3987.24 ms
[2021-12-26 17:30:21 main:574] : INFO : Epoch 1972 | loss: 0.0310049 | val_loss: 0.0313039 | Time: 4006.07 ms
[2021-12-26 17:30:25 main:574] : INFO : Epoch 1973 | loss: 0.0310092 | val_loss: 0.0312783 | Time: 3999.79 ms
[2021-12-26 17:30:29 main:574] : INFO : Epoch 1974 | loss: 0.0310146 | val_loss: 0.0312585 | Time: 3988.41 ms
[2021-12-26 17:30:33 main:574] : INFO : Epoch 1975 | loss: 0.031008 | val_loss: 0.0313048 | Time: 3989.08 ms
[2021-12-26 17:30:37 main:574] : INFO : Epoch 1976 | loss: 0.0309965 | val_loss: 0.0312679 | Time: 3998.26 ms
[2021-12-26 17:30:41 main:574] : INFO : Epoch 1977 | loss: 0.0309913 | val_loss: 0.0313357 | Time: 3989.76 ms
[2021-12-26 17:30:45 main:574] : INFO : Epoch 1978 | loss: 0.031017 | val_loss: 0.0313069 | Time: 3988.04 ms
[2021-12-26 17:30:49 main:574] : INFO : Epoch 1979 | loss: 0.0310042 | val_loss: 0.0312818 | Time: 3989.35 ms
[2021-12-26 17:30:53 main:574] : INFO : Epoch 1980 | loss: 0.0310043 | val_loss: 0.0313087 | Time: 3988.9 ms
[2021-12-26 17:30:57 main:574] : INFO : Epoch 1981 | loss: 0.0309962 | val_loss: 0.0313096 | Time: 3991.17 ms
[2021-12-26 17:31:01 main:574] : INFO : Epoch 1982 | loss: 0.0310051 | val_loss: 0.0312877 | Time: 3991.59 ms
[2021-12-26 17:31:05 main:574] : INFO : Epoch 1983 | loss: 0.0310058 | val_loss: 0.0312882 | Time: 4019.87 ms
[2021-12-26 17:31:09 main:574] : INFO : Epoch 1984 | loss: 0.0310033 | val_loss: 0.0312857 | Time: 4008.12 ms
[2021-12-26 17:31:13 main:574] : INFO : Epoch 1985 | loss: 0.0310166 | val_loss: 0.0312947 | Time: 4009.49 ms
[2021-12-26 17:31:17 main:574] : INFO : Epoch 1986 | loss: 0.0309973 | val_loss: 0.0313223 | Time: 4002.57 ms
[2021-12-26 17:31:21 main:574] : INFO : Epoch 1987 | loss: 0.0310016 | val_loss: 0.0312976 | Time: 3987 ms
[2021-12-26 17:31:25 main:574] : INFO : Epoch 1988 | loss: 0.0310001 | val_loss: 0.0313263 | Time: 3992.31 ms
[2021-12-26 17:31:29 main:574] : INFO : Epoch 1989 | loss: 0.0309948 | val_loss: 0.0313144 | Time: 3995.16 ms
[2021-12-26 17:31:33 main:574] : INFO : Epoch 1990 | loss: 0.0309954 | val_loss: 0.0312835 | Time: 3992.04 ms
[2021-12-26 17:31:37 main:574] : INFO : Epoch 1991 | loss: 0.0310038 | val_loss: 0.0312986 | Time: 3996.69 ms
[2021-12-26 17:31:41 main:574] : INFO : Epoch 1992 | loss: 0.030998 | val_loss: 0.0313166 | Time: 3993.35 ms
[2021-12-26 17:31:45 main:574] : INFO : Epoch 1993 | loss: 0.0309985 | val_loss: 0.0312888 | Time: 3988.21 ms
[2021-12-26 17:31:49 main:574] : INFO : Epoch 1994 | loss: 0.0309985 | val_loss: 0.0313403 | Time: 3998.38 ms
[2021-12-26 17:31:53 main:574] : INFO : Epoch 1995 | loss: 0.0309946 | val_loss: 0.0313324 | Time: 3987.1 ms
[2021-12-26 17:31:57 main:574] : INFO : Epoch 1996 | loss: 0.0309989 | val_loss: 0.0312761 | Time: 3994.56 ms
[2021-12-26 17:32:01 main:574] : INFO : Epoch 1997 | loss: 0.0309969 | val_loss: 0.0312852 | Time: 4012.2 ms
[2021-12-26 17:32:05 main:574] : INFO : Epoch 1998 | loss: 0.0309973 | val_loss: 0.0313273 | Time: 3993.84 ms
[2021-12-26 17:32:09 main:574] : INFO : Epoch 1999 | loss: 0.0309918 | val_loss: 0.0312972 | Time: 4006.49 ms
[2021-12-26 17:32:13 main:574] : INFO : Epoch 2000 | loss: 0.030994 | val_loss: 0.031303 | Time: 3991.13 ms
[2021-12-26 17:32:17 main:574] : INFO : Epoch 2001 | loss: 0.0310064 | val_loss: 0.0313308 | Time: 3989.94 ms
[2021-12-26 17:32:21 main:574] : INFO : Epoch 2002 | loss: 0.0309998 | val_loss: 0.0313338 | Time: 3980.42 ms
[2021-12-26 17:32:25 main:574] : INFO : Epoch 2003 | loss: 0.0310072 | val_loss: 0.0312888 | Time: 3987.86 ms
[2021-12-26 17:32:29 main:574] : INFO : Epoch 2004 | loss: 0.0310074 | val_loss: 0.0312836 | Time: 4008.15 ms
[2021-12-26 17:32:33 main:574] : INFO : Epoch 2005 | loss: 0.0310068 | val_loss: 0.0313249 | Time: 3996.87 ms
[2021-12-26 17:32:37 main:574] : INFO : Epoch 2006 | loss: 0.0309927 | val_loss: 0.0313204 | Time: 4001.42 ms
[2021-12-26 17:32:41 main:574] : INFO : Epoch 2007 | loss: 0.031005 | val_loss: 0.0312988 | Time: 3976.09 ms
[2021-12-26 17:32:45 main:574] : INFO : Epoch 2008 | loss: 0.0310035 | val_loss: 0.0312661 | Time: 3983.96 ms
[2021-12-26 17:32:49 main:574] : INFO : Epoch 2009 | loss: 0.0310103 | val_loss: 0.0312772 | Time: 4010.2 ms
[2021-12-26 17:32:53 main:574] : INFO : Epoch 2010 | loss: 0.0310122 | val_loss: 0.0312882 | Time: 4000.52 ms
[2021-12-26 17:32:57 main:574] : INFO : Epoch 2011 | loss: 0.0309989 | val_loss: 0.0312907 | Time: 3987.26 ms
[2021-12-26 17:33:01 main:574] : INFO : Epoch 2012 | loss: 0.0309988 | val_loss: 0.0312833 | Time: 4007.12 ms
[2021-12-26 17:33:05 main:574] : INFO : Epoch 2013 | loss: 0.0310189 | val_loss: 0.031253 | Time: 3982.72 ms
[2021-12-26 17:33:09 main:574] : INFO : Epoch 2014 | loss: 0.0310164 | val_loss: 0.0312811 | Time: 3995.3 ms
[2021-12-26 17:33:13 main:574] : INFO : Epoch 2015 | loss: 0.0310049 | val_loss: 0.0313291 | Time: 3994.62 ms
[2021-12-26 17:33:17 main:574] : INFO : Epoch 2016 | loss: 0.0309993 | val_loss: 0.0313082 | Time: 4005.17 ms
[2021-12-26 17:33:21 main:574] : INFO : Epoch 2017 | loss: 0.0310076 | val_loss: 0.0313484 | Time: 3988.4 ms
[2021-12-26 17:33:25 main:574] : INFO : Epoch 2018 | loss: 0.0310032 | val_loss: 0.0313102 | Time: 3998.23 ms
[2021-12-26 17:33:29 main:574] : INFO : Epoch 2019 | loss: 0.0309931 | val_loss: 0.0312878 | Time: 3987.4 ms
[2021-12-26 17:33:33 main:574] : INFO : Epoch 2020 | loss: 0.030993 | val_loss: 0.0313005 | Time: 3993.86 ms
[2021-12-26 17:33:37 main:574] : INFO : Epoch 2021 | loss: 0.0309936 | val_loss: 0.0313063 | Time: 3991.07 ms
[2021-12-26 17:33:41 main:574] : INFO : Epoch 2022 | loss: 0.0309969 | val_loss: 0.031316 | Time: 4005.9 ms
[2021-12-26 17:33:45 main:574] : INFO : Epoch 2023 | loss: 0.0309966 | val_loss: 0.0312818 | Time: 3993.15 ms
[2021-12-26 17:33:49 main:574] : INFO : Epoch 2024 | loss: 0.0310067 | val_loss: 0.0312899 | Time: 4001.73 ms
[2021-12-26 17:33:53 main:574] : INFO : Epoch 2025 | loss: 0.0310011 | val_loss: 0.0313211 | Time: 3990.98 ms
[2021-12-26 17:33:57 main:574] : INFO : Epoch 2026 | loss: 0.0310003 | val_loss: 0.0312718 | Time: 4009.72 ms
[2021-12-26 17:34:01 main:574] : INFO : Epoch 2027 | loss: 0.0310085 | val_loss: 0.0312561 | Time: 3985.27 ms
[2021-12-26 17:34:05 main:574] : INFO : Epoch 2028 | loss: 0.0310178 | val_loss: 0.0312942 | Time: 3988.53 ms
[2021-12-26 17:34:09 main:574] : INFO : Epoch 2029 | loss: 0.0310212 | val_loss: 0.0312642 | Time: 3991.99 ms
[2021-12-26 17:34:13 main:574] : INFO : Epoch 2030 | loss: 0.0310068 | val_loss: 0.0312885 | Time: 3984.87 ms
[2021-12-26 17:34:17 main:574] : INFO : Epoch 2031 | loss: 0.030999 | val_loss: 0.0313024 | Time: 3987.5 ms
[2021-12-26 17:34:21 main:574] : INFO : Epoch 2032 | loss: 0.0309981 | val_loss: 0.0313081 | Time: 4004.76 ms
[2021-12-26 17:34:25 main:574] : INFO : Epoch 2033 | loss: 0.0310058 | val_loss: 0.0313034 | Time: 3985.31 ms
[2021-12-26 17:34:29 main:574] : INFO : Epoch 2034 | loss: 0.0310094 | val_loss: 0.031301 | Time: 3991.75 ms
[2021-12-26 17:34:33 main:574] : INFO : Epoch 2035 | loss: 0.0310047 | val_loss: 0.0312538 | Time: 3988.32 ms
[2021-12-26 17:34:37 main:574] : INFO : Epoch 2036 | loss: 0.0310086 | val_loss: 0.0312556 | Time: 3993.32 ms
[2021-12-26 17:34:41 main:574] : INFO : Epoch 2037 | loss: 0.0310496 | val_loss: 0.0312849 | Time: 4009.21 ms
[2021-12-26 17:34:45 main:574] : INFO : Epoch 2038 | loss: 0.0336215 | val_loss: 0.0317465 | Time: 3995.86 ms
[2021-12-26 17:34:49 main:574] : INFO : Epoch 2039 | loss: 0.0344965 | val_loss: 0.0317141 | Time: 3989.49 ms
[2021-12-26 17:34:53 main:574] : INFO : Epoch 2040 | loss: 0.0314513 | val_loss: 0.0313025 | Time: 4000.09 ms
[2021-12-26 17:34:57 main:574] : INFO : Epoch 2041 | loss: 0.0312814 | val_loss: 0.0312659 | Time: 3990.11 ms
[2021-12-26 17:35:01 main:574] : INFO : Epoch 2042 | loss: 0.0312601 | val_loss: 0.0312557 | Time: 3999.09 ms
[2021-12-26 17:35:05 main:574] : INFO : Epoch 2043 | loss: 0.0312551 | val_loss: 0.0312531 | Time: 3993.6 ms
[2021-12-26 17:35:09 main:574] : INFO : Epoch 2044 | loss: 0.0312532 | val_loss: 0.031252 | Time: 3998.43 ms
[2021-12-26 17:35:13 main:574] : INFO : Epoch 2045 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 4000.88 ms
[2021-12-26 17:35:17 main:574] : INFO : Epoch 2046 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 3983.76 ms
[2021-12-26 17:35:21 main:574] : INFO : Epoch 2047 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 3988.87 ms
[2021-12-26 17:35:25 main:574] : INFO : Epoch 2048 | loss: 0.031251 | val_loss: 0.0312508 | Time: 3975.39 ms
[2021-12-26 17:35:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312508
[2021-12-26 17:35:25 main:603] : INFO : Saving end state to config to file
[2021-12-26 17:35:25 main:608] : INFO : Success, exiting..
17:35:25 (21684): 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)