Task 6770525
| Name | ParityMachine-1627979695-20145-1_1 |
| Workunit | 4213203 |
| Created | 20 Aug 2021, 17:59:45 UTC |
| Sent | 20 Aug 2021, 18:59:15 UTC |
| Report deadline | 27 Aug 2021, 18:59:15 UTC |
| Received | 21 Aug 2021, 6:46:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 33 sec |
| CPU time | 2 hours 19 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310007 | val_loss: 0.0312821 | Time: 4137.12 ms
[2021-08-21 08:11:05 main:574] : INFO : Epoch 1543 | loss: 0.0310006 | val_loss: 0.0312854 | Time: 4191.9 ms
[2021-08-21 08:11:09 main:574] : INFO : Epoch 1544 | loss: 0.0310093 | val_loss: 0.0312825 | Time: 4081.25 ms
[2021-08-21 08:11:13 main:574] : INFO : Epoch 1545 | loss: 0.0310129 | val_loss: 0.0312574 | Time: 4077.59 ms
[2021-08-21 08:11:17 main:574] : INFO : Epoch 1546 | loss: 0.0310177 | val_loss: 0.0312575 | Time: 4109.31 ms
[2021-08-21 08:11:21 main:574] : INFO : Epoch 1547 | loss: 0.031016 | val_loss: 0.0313049 | Time: 4150.84 ms
[2021-08-21 08:11:25 main:574] : INFO : Epoch 1548 | loss: 0.0310096 | val_loss: 0.0312978 | Time: 4065.9 ms
[2021-08-21 08:11:30 main:574] : INFO : Epoch 1549 | loss: 0.031012 | val_loss: 0.0312903 | Time: 4148.29 ms
[2021-08-21 08:11:34 main:574] : INFO : Epoch 1550 | loss: 0.0310112 | val_loss: 0.0312746 | Time: 4052.38 ms
[2021-08-21 08:11:38 main:574] : INFO : Epoch 1551 | loss: 0.0310087 | val_loss: 0.0312838 | Time: 4218.18 ms
[2021-08-21 08:11:42 main:574] : INFO : Epoch 1552 | loss: 0.0310052 | val_loss: 0.0313298 | Time: 4151.14 ms
[2021-08-21 08:11:46 main:574] : INFO : Epoch 1553 | loss: 0.0310051 | val_loss: 0.0312781 | Time: 4162.39 ms
[2021-08-21 08:11:50 main:574] : INFO : Epoch 1554 | loss: 0.0310202 | val_loss: 0.0313031 | Time: 4014.84 ms
[2021-08-21 08:11:55 main:574] : INFO : Epoch 1555 | loss: 0.0310184 | val_loss: 0.0312655 | Time: 4271.77 ms
[2021-08-21 08:11:59 main:574] : INFO : Epoch 1556 | loss: 0.0310097 | val_loss: 0.0312912 | Time: 3993.74 ms
[2021-08-21 08:12:03 main:574] : INFO : Epoch 1557 | loss: 0.0310015 | val_loss: 0.0312718 | Time: 4076.98 ms
[2021-08-21 08:12:07 main:574] : INFO : Epoch 1558 | loss: 0.0310079 | val_loss: 0.0312664 | Time: 4115.36 ms
[2021-08-21 08:12:11 main:574] : INFO : Epoch 1559 | loss: 0.0310196 | val_loss: 0.0312908 | Time: 4055.62 ms
[2021-08-21 08:12:15 main:574] : INFO : Epoch 1560 | loss: 0.031016 | val_loss: 0.031288 | Time: 4151.88 ms
[2021-08-21 08:12:19 main:574] : INFO : Epoch 1561 | loss: 0.031002 | val_loss: 0.0312597 | Time: 4054.07 ms
[2021-08-21 08:12:23 main:574] : INFO : Epoch 1562 | loss: 0.0310015 | val_loss: 0.0312729 | Time: 4041.12 ms
[2021-08-21 08:12:27 main:574] : INFO : Epoch 1563 | loss: 0.0309991 | val_loss: 0.0312742 | Time: 4099.65 ms
[2021-08-21 08:12:32 main:574] : INFO : Epoch 1564 | loss: 0.0310098 | val_loss: 0.0312939 | Time: 4190.86 ms
[2021-08-21 08:12:36 main:574] : INFO : Epoch 1565 | loss: 0.0310208 | val_loss: 0.0312625 | Time: 4125.72 ms
[2021-08-21 08:12:40 main:574] : INFO : Epoch 1566 | loss: 0.0310182 | val_loss: 0.031264 | Time: 4155.79 ms
[2021-08-21 08:12:44 main:574] : INFO : Epoch 1567 | loss: 0.0310173 | val_loss: 0.0312712 | Time: 4145.74 ms
[2021-08-21 08:12:48 main:574] : INFO : Epoch 1568 | loss: 0.0310089 | val_loss: 0.0312971 | Time: 4119.92 ms
[2021-08-21 08:12:52 main:574] : INFO : Epoch 1569 | loss: 0.031008 | val_loss: 0.0312786 | Time: 4077.74 ms
[2021-08-21 08:12:57 main:574] : INFO : Epoch 1570 | loss: 0.0310045 | val_loss: 0.0312854 | Time: 4195.62 ms
[2021-08-21 08:13:01 main:574] : INFO : Epoch 1571 | loss: 0.0310105 | val_loss: 0.0312802 | Time: 4221.96 ms
[2021-08-21 08:13:05 main:574] : INFO : Epoch 1572 | loss: 0.0310059 | val_loss: 0.0312817 | Time: 4086.29 ms
[2021-08-21 08:13:09 main:574] : INFO : Epoch 1573 | loss: 0.0310119 | val_loss: 0.0312711 | Time: 4068.42 ms
[2021-08-21 08:13:13 main:574] : INFO : Epoch 1574 | loss: 0.031012 | val_loss: 0.0312984 | Time: 4085.19 ms
[2021-08-21 08:13:17 main:574] : INFO : Epoch 1575 | loss: 0.0310049 | val_loss: 0.0312754 | Time: 4079.05 ms
[2021-08-21 08:13:21 main:574] : INFO : Epoch 1576 | loss: 0.0310034 | val_loss: 0.0313223 | Time: 4067.19 ms
[2021-08-21 08:13:25 main:574] : INFO : Epoch 1577 | loss: 0.0310067 | val_loss: 0.0312634 | Time: 4080.54 ms
[2021-08-21 08:13:30 main:574] : INFO : Epoch 1578 | loss: 0.0310049 | val_loss: 0.0313117 | Time: 4167.44 ms
[2021-08-21 08:13:34 main:574] : INFO : Epoch 1579 | loss: 0.0310007 | val_loss: 0.031308 | Time: 4137.33 ms
[2021-08-21 08:13:38 main:574] : INFO : Epoch 1580 | loss: 0.030998 | val_loss: 0.0312706 | Time: 4289.42 ms
[2021-08-21 08:13:42 main:574] : INFO : Epoch 1581 | loss: 0.0310077 | val_loss: 0.0312604 | Time: 4273.28 ms
[2021-08-21 08:13:47 main:574] : INFO : Epoch 1582 | loss: 0.0310122 | val_loss: 0.0312953 | Time: 4148.53 ms
[2021-08-21 08:13:51 main:574] : INFO : Epoch 1583 | loss: 0.0310113 | val_loss: 0.0312736 | Time: 4223.69 ms
[2021-08-21 08:13:55 main:574] : INFO : Epoch 1584 | loss: 0.0309998 | val_loss: 0.031275 | Time: 4196.05 ms
[2021-08-21 08:13:59 main:574] : INFO : Epoch 1585 | loss: 0.0310019 | val_loss: 0.0312704 | Time: 4092.54 ms
[2021-08-21 08:14:03 main:574] : INFO : Epoch 1586 | loss: 0.0310088 | val_loss: 0.031276 | Time: 4217.38 ms
[2021-08-21 08:14:08 main:574] : INFO : Epoch 1587 | loss: 0.0310099 | val_loss: 0.0312747 | Time: 4234.82 ms
[2021-08-21 08:14:12 main:574] : INFO : Epoch 1588 | loss: 0.0310025 | val_loss: 0.0313038 | Time: 4108.93 ms
[2021-08-21 08:14:16 main:574] : INFO : Epoch 1589 | loss: 0.0310021 | val_loss: 0.0312788 | Time: 4115.88 ms
[2021-08-21 08:14:20 main:574] : INFO : Epoch 1590 | loss: 0.0310009 | val_loss: 0.0312654 | Time: 4125.34 ms
[2021-08-21 08:14:24 main:574] : INFO : Epoch 1591 | loss: 0.0310032 | val_loss: 0.0312934 | Time: 4088.84 ms
[2021-08-21 08:14:28 main:574] : INFO : Epoch 1592 | loss: 0.0310042 | val_loss: 0.0312806 | Time: 4138.41 ms
[2021-08-21 08:14:33 main:574] : INFO : Epoch 1593 | loss: 0.0310032 | val_loss: 0.0312633 | Time: 4203.78 ms
[2021-08-21 08:14:37 main:574] : INFO : Epoch 1594 | loss: 0.0310125 | val_loss: 0.0312938 | Time: 4187.81 ms
[2021-08-21 08:14:41 main:574] : INFO : Epoch 1595 | loss: 0.0309987 | val_loss: 0.0312813 | Time: 4224.89 ms
[2021-08-21 08:14:45 main:574] : INFO : Epoch 1596 | loss: 0.0310063 | val_loss: 0.0312981 | Time: 4170.17 ms
[2021-08-21 08:14:49 main:574] : INFO : Epoch 1597 | loss: 0.0310028 | val_loss: 0.0312902 | Time: 4152.25 ms
[2021-08-21 08:14:54 main:574] : INFO : Epoch 1598 | loss: 0.0310016 | val_loss: 0.0312813 | Time: 4193.93 ms
[2021-08-21 08:14:58 main:574] : INFO : Epoch 1599 | loss: 0.0309954 | val_loss: 0.0313139 | Time: 4216.13 ms
[2021-08-21 08:15:02 main:574] : INFO : Epoch 1600 | loss: 0.0310066 | val_loss: 0.0312889 | Time: 4204.26 ms
[2021-08-21 08:15:06 main:574] : INFO : Epoch 1601 | loss: 0.031023 | val_loss: 0.0313003 | Time: 4108.26 ms
[2021-08-21 08:15:10 main:574] : INFO : Epoch 1602 | loss: 0.0310159 | val_loss: 0.031265 | Time: 4236.09 ms
[2021-08-21 08:15:15 main:574] : INFO : Epoch 1603 | loss: 0.0310129 | val_loss: 0.0313191 | Time: 4119.15 ms
[2021-08-21 08:15:19 main:574] : INFO : Epoch 1604 | loss: 0.0310103 | val_loss: 0.0312804 | Time: 4136.37 ms
[2021-08-21 08:15:23 main:574] : INFO : Epoch 1605 | loss: 0.0310029 | val_loss: 0.031281 | Time: 4211.64 ms
[2021-08-21 08:15:27 main:574] : INFO : Epoch 1606 | loss: 0.031 | val_loss: 0.0313038 | Time: 4132.79 ms
[2021-08-21 08:15:31 main:574] : INFO : Epoch 1607 | loss: 0.0310016 | val_loss: 0.0312858 | Time: 4121.41 ms
[2021-08-21 08:15:36 main:574] : INFO : Epoch 1608 | loss: 0.0310068 | val_loss: 0.031327 | Time: 4215.49 ms
[2021-08-21 08:15:40 main:574] : INFO : Epoch 1609 | loss: 0.031005 | val_loss: 0.0312652 | Time: 4141.1 ms
[2021-08-21 08:15:44 main:574] : INFO : Epoch 1610 | loss: 0.0310028 | val_loss: 0.0312647 | Time: 4139.5 ms
[2021-08-21 08:15:48 main:574] : INFO : Epoch 1611 | loss: 0.0310034 | val_loss: 0.0312992 | Time: 4075.84 ms
[2021-08-21 08:15:52 main:574] : INFO : Epoch 1612 | loss: 0.0310121 | val_loss: 0.0312745 | Time: 4083.04 ms
[2021-08-21 08:15:56 main:574] : INFO : Epoch 1613 | loss: 0.0310079 | val_loss: 0.0313035 | Time: 4227.63 ms
[2021-08-21 08:16:00 main:574] : INFO : Epoch 1614 | loss: 0.0310042 | val_loss: 0.0312907 | Time: 4106.97 ms
[2021-08-21 08:16:05 main:574] : INFO : Epoch 1615 | loss: 0.0310096 | val_loss: 0.0313305 | Time: 4120.58 ms
[2021-08-21 08:16:09 main:574] : INFO : Epoch 1616 | loss: 0.0310029 | val_loss: 0.0312721 | Time: 4105.99 ms
[2021-08-21 08:16:13 main:574] : INFO : Epoch 1617 | loss: 0.0310006 | val_loss: 0.0312764 | Time: 4081.33 ms
[2021-08-21 08:16:17 main:574] : INFO : Epoch 1618 | loss: 0.0310135 | val_loss: 0.0312732 | Time: 4033.89 ms
[2021-08-21 08:16:21 main:574] : INFO : Epoch 1619 | loss: 0.0310049 | val_loss: 0.0312863 | Time: 4059 ms
[2021-08-21 08:16:25 main:574] : INFO : Epoch 1620 | loss: 0.0310085 | val_loss: 0.0312635 | Time: 4063.42 ms
[2021-08-21 08:16:29 main:574] : INFO : Epoch 1621 | loss: 0.0310078 | val_loss: 0.0313219 | Time: 4184.49 ms
[2021-08-21 08:16:33 main:574] : INFO : Epoch 1622 | loss: 0.031003 | val_loss: 0.0312851 | Time: 4113.46 ms
[2021-08-21 08:16:38 main:574] : INFO : Epoch 1623 | loss: 0.0309978 | val_loss: 0.0312882 | Time: 4216.5 ms
[2021-08-21 08:16:42 main:574] : INFO : Epoch 1624 | loss: 0.0309924 | val_loss: 0.0312768 | Time: 4095.61 ms
[2021-08-21 08:16:46 main:574] : INFO : Epoch 1625 | loss: 0.0309932 | val_loss: 0.0312876 | Time: 4164.82 ms
[2021-08-21 08:16:50 main:574] : INFO : Epoch 1626 | loss: 0.0309974 | val_loss: 0.031315 | Time: 4133.35 ms
[2021-08-21 08:16:54 main:574] : INFO : Epoch 1627 | loss: 0.0310012 | val_loss: 0.0312931 | Time: 4127.13 ms
[2021-08-21 08:16:58 main:574] : INFO : Epoch 1628 | loss: 0.0310031 | val_loss: 0.0313064 | Time: 4143.84 ms
[2021-08-21 08:17:03 main:574] : INFO : Epoch 1629 | loss: 0.0310039 | val_loss: 0.0313312 | Time: 4150.96 ms
[2021-08-21 08:17:07 main:574] : INFO : Epoch 1630 | loss: 0.0310172 | val_loss: 0.0312993 | Time: 4109.37 ms
[2021-08-21 08:17:11 main:574] : INFO : Epoch 1631 | loss: 0.0310131 | val_loss: 0.0312847 | Time: 4081.81 ms
[2021-08-21 08:17:15 main:574] : INFO : Epoch 1632 | loss: 0.0310029 | val_loss: 0.0312681 | Time: 4073.38 ms
[2021-08-21 08:17:19 main:574] : INFO : Epoch 1633 | loss: 0.0309923 | val_loss: 0.0312888 | Time: 4085.43 ms
[2021-08-21 08:17:23 main:574] : INFO : Epoch 1634 | loss: 0.0310047 | val_loss: 0.0312951 | Time: 4155.03 ms
[2021-08-21 08:17:27 main:574] : INFO : Epoch 1635 | loss: 0.0310099 | val_loss: 0.0312676 | Time: 4192.45 ms
[2021-08-21 08:17:32 main:574] : INFO : Epoch 1636 | loss: 0.0310086 | val_loss: 0.0312756 | Time: 4121.84 ms
[2021-08-21 08:17:36 main:574] : INFO : Epoch 1637 | loss: 0.0310122 | val_loss: 0.0312779 | Time: 4058.25 ms
[2021-08-21 08:17:40 main:574] : INFO : Epoch 1638 | loss: 0.0310112 | val_loss: 0.0312831 | Time: 4117.43 ms
[2021-08-21 08:17:44 main:574] : INFO : Epoch 1639 | loss: 0.0310139 | val_loss: 0.0313294 | Time: 4029.27 ms
[2021-08-21 08:17:48 main:574] : INFO : Epoch 1640 | loss: 0.0310191 | val_loss: 0.0312713 | Time: 4222.07 ms
[2021-08-21 08:17:52 main:574] : INFO : Epoch 1641 | loss: 0.0310067 | val_loss: 0.0313146 | Time: 4193.04 ms
[2021-08-21 08:17:56 main:574] : INFO : Epoch 1642 | loss: 0.0310044 | val_loss: 0.0313028 | Time: 4153.59 ms
[2021-08-21 08:18:01 main:574] : INFO : Epoch 1643 | loss: 0.0310061 | val_loss: 0.0312615 | Time: 4151.89 ms
[2021-08-21 08:18:05 main:574] : INFO : Epoch 1644 | loss: 0.0310045 | val_loss: 0.031303 | Time: 4132.45 ms
[2021-08-21 08:18:09 main:574] : INFO : Epoch 1645 | loss: 0.0310007 | val_loss: 0.0312812 | Time: 4122.28 ms
[2021-08-21 08:18:13 main:574] : INFO : Epoch 1646 | loss: 0.0310127 | val_loss: 0.0312531 | Time: 4044.28 ms
[2021-08-21 08:18:17 main:574] : INFO : Epoch 1647 | loss: 0.0310118 | val_loss: 0.0313043 | Time: 4065.15 ms
[2021-08-21 08:18:21 main:574] : INFO : Epoch 1648 | loss: 0.0310009 | val_loss: 0.0312771 | Time: 4092.5 ms
[2021-08-21 08:18:25 main:574] : INFO : Epoch 1649 | loss: 0.030996 | val_loss: 0.0313091 | Time: 4070.98 ms
[2021-08-21 08:18:29 main:574] : INFO : Epoch 1650 | loss: 0.0309966 | val_loss: 0.0312842 | Time: 4096.35 ms
[2021-08-21 08:18:33 main:574] : INFO : Epoch 1651 | loss: 0.0309947 | val_loss: 0.0313148 | Time: 4069.92 ms
[2021-08-21 08:18:38 main:574] : INFO : Epoch 1652 | loss: 0.0309897 | val_loss: 0.031263 | Time: 4114.31 ms
[2021-08-21 08:18:42 main:574] : INFO : Epoch 1653 | loss: 0.0309963 | val_loss: 0.0312866 | Time: 4106.85 ms
[2021-08-21 08:18:46 main:574] : INFO : Epoch 1654 | loss: 0.0310034 | val_loss: 0.0313255 | Time: 4264.25 ms
[2021-08-21 08:18:50 main:574] : INFO : Epoch 1655 | loss: 0.0310059 | val_loss: 0.0312739 | Time: 4111.71 ms
[2021-08-21 08:18:54 main:574] : INFO : Epoch 1656 | loss: 0.0310097 | val_loss: 0.0312816 | Time: 4140.6 ms
[2021-08-21 08:18:59 main:574] : INFO : Epoch 1657 | loss: 0.0310134 | val_loss: 0.0312803 | Time: 4230.99 ms
[2021-08-21 08:19:03 main:574] : INFO : Epoch 1658 | loss: 0.0310079 | val_loss: 0.0312512 | Time: 4204.03 ms
[2021-08-21 08:19:07 main:574] : INFO : Epoch 1659 | loss: 0.0310035 | val_loss: 0.0312815 | Time: 4050.68 ms
[2021-08-21 08:19:11 main:574] : INFO : Epoch 1660 | loss: 0.0310007 | val_loss: 0.0312995 | Time: 4073.17 ms
[2021-08-21 08:19:15 main:574] : INFO : Epoch 1661 | loss: 0.0310069 | val_loss: 0.0312626 | Time: 4060.85 ms
[2021-08-21 08:19:19 main:574] : INFO : Epoch 1662 | loss: 0.0310308 | val_loss: 0.0312407 | Time: 4063.73 ms
[2021-08-21 08:19:23 main:574] : INFO : Epoch 1663 | loss: 0.0310145 | val_loss: 0.031275 | Time: 4108.1 ms
[2021-08-21 08:19:27 main:574] : INFO : Epoch 1664 | loss: 0.0310089 | val_loss: 0.0312917 | Time: 4058.99 ms
[2021-08-21 08:19:32 main:574] : INFO : Epoch 1665 | loss: 0.0310078 | val_loss: 0.0313166 | Time: 4082.45 ms
[2021-08-21 08:19:36 main:574] : INFO : Epoch 1666 | loss: 0.0310047 | val_loss: 0.0312707 | Time: 4161.2 ms
[2021-08-21 08:19:40 main:574] : INFO : Epoch 1667 | loss: 0.0310066 | val_loss: 0.0312624 | Time: 4061.69 ms
[2021-08-21 08:19:44 main:574] : INFO : Epoch 1668 | loss: 0.0310077 | val_loss: 0.0312894 | Time: 4135.04 ms
[2021-08-21 08:19:48 main:574] : INFO : Epoch 1669 | loss: 0.0310083 | val_loss: 0.0313038 | Time: 4204.33 ms
[2021-08-21 08:19:52 main:574] : INFO : Epoch 1670 | loss: 0.0310012 | val_loss: 0.0312977 | Time: 4200.74 ms
[2021-08-21 08:19:57 main:574] : INFO : Epoch 1671 | loss: 0.0310045 | val_loss: 0.0312597 | Time: 4211.36 ms
[2021-08-21 08:20:01 main:574] : INFO : Epoch 1672 | loss: 0.0310088 | val_loss: 0.0312862 | Time: 4204.03 ms
[2021-08-21 08:20:05 main:574] : INFO : Epoch 1673 | loss: 0.0310058 | val_loss: 0.0312701 | Time: 4160.04 ms
[2021-08-21 08:20:09 main:574] : INFO : Epoch 1674 | loss: 0.0310014 | val_loss: 0.0312908 | Time: 4020.72 ms
[2021-08-21 08:20:13 main:574] : INFO : Epoch 1675 | loss: 0.0310058 | val_loss: 0.0312881 | Time: 4114.69 ms
[2021-08-21 08:20:17 main:574] : INFO : Epoch 1676 | loss: 0.0310067 | val_loss: 0.0312462 | Time: 4082.94 ms
[2021-08-21 08:20:21 main:574] : INFO : Epoch 1677 | loss: 0.031005 | val_loss: 0.0312946 | Time: 4121.92 ms
[2021-08-21 08:20:26 main:574] : INFO : Epoch 1678 | loss: 0.0309961 | val_loss: 0.031297 | Time: 4128.5 ms
[2021-08-21 08:20:30 main:574] : INFO : Epoch 1679 | loss: 0.0309999 | val_loss: 0.0312881 | Time: 4161.05 ms
[2021-08-21 08:20:34 main:574] : INFO : Epoch 1680 | loss: 0.0310008 | val_loss: 0.0312654 | Time: 4049.82 ms
[2021-08-21 08:20:38 main:574] : INFO : Epoch 1681 | loss: 0.0310056 | val_loss: 0.0312977 | Time: 4109.26 ms
[2021-08-21 08:20:42 main:574] : INFO : Epoch 1682 | loss: 0.0310113 | val_loss: 0.0312726 | Time: 4104.84 ms
[2021-08-21 08:20:46 main:574] : INFO : Epoch 1683 | loss: 0.0310068 | val_loss: 0.0313094 | Time: 4244.4 ms
[2021-08-21 08:20:50 main:574] : INFO : Epoch 1684 | loss: 0.0309966 | val_loss: 0.0312933 | Time: 4091.71 ms
[2021-08-21 08:20:55 main:574] : INFO : Epoch 1685 | loss: 0.0309903 | val_loss: 0.0312907 | Time: 4244.18 ms
[2021-08-21 08:20:59 main:574] : INFO : Epoch 1686 | loss: 0.0309957 | val_loss: 0.0312672 | Time: 4140.21 ms
[2021-08-21 08:21:03 main:574] : INFO : Epoch 1687 | loss: 0.0310017 | val_loss: 0.0313025 | Time: 4215.39 ms
[2021-08-21 08:21:07 main:574] : INFO : Epoch 1688 | loss: 0.0309982 | val_loss: 0.0312584 | Time: 4044.29 ms
[2021-08-21 08:21:11 main:574] : INFO : Epoch 1689 | loss: 0.0309968 | val_loss: 0.0313018 | Time: 4112.29 ms
[2021-08-21 08:21:15 main:574] : INFO : Epoch 1690 | loss: 0.030999 | val_loss: 0.0312821 | Time: 4117.19 ms
[2021-08-21 08:21:20 main:574] : INFO : Epoch 1691 | loss: 0.0309987 | val_loss: 0.0312589 | Time: 4110.2 ms
[2021-08-21 08:21:24 main:574] : INFO : Epoch 1692 | loss: 0.0310067 | val_loss: 0.031257 | Time: 4071.13 ms
[2021-08-21 08:21:28 main:574] : INFO : Epoch 1693 | loss: 0.0310106 | val_loss: 0.0312835 | Time: 4043.2 ms
[2021-08-21 08:21:32 main:574] : INFO : Epoch 1694 | loss: 0.0310011 | val_loss: 0.0312857 | Time: 4497.23 ms
[2021-08-21 08:21:36 main:574] : INFO : Epoch 1695 | loss: 0.0310032 | val_loss: 0.0312912 | Time: 4210.7 ms
[2021-08-21 08:21:41 main:574] : INFO : Epoch 1696 | loss: 0.031008 | val_loss: 0.0312714 | Time: 4087.24 ms
[2021-08-21 08:21:45 main:574] : INFO : Epoch 1697 | loss: 0.0310062 | val_loss: 0.0313336 | Time: 4188.41 ms
[2021-08-21 08:21:49 main:574] : INFO : Epoch 1698 | loss: 0.0310131 | val_loss: 0.0313166 | Time: 4110.7 ms
[2021-08-21 08:21:53 main:574] : INFO : Epoch 1699 | loss: 0.0310024 | val_loss: 0.0313192 | Time: 4147.15 ms
[2021-08-21 08:21:57 main:574] : INFO : Epoch 1700 | loss: 0.0309954 | val_loss: 0.0313236 | Time: 4085.49 ms
[2021-08-21 08:22:02 main:574] : INFO : Epoch 1701 | loss: 0.0310103 | val_loss: 0.0312516 | Time: 4533.84 ms
[2021-08-21 08:22:06 main:574] : INFO : Epoch 1702 | loss: 0.0310313 | val_loss: 0.0312295 | Time: 4177.81 ms
[2021-08-21 08:22:10 main:574] : INFO : Epoch 1703 | loss: 0.0310163 | val_loss: 0.0312655 | Time: 4074.17 ms
[2021-08-21 08:22:14 main:574] : INFO : Epoch 1704 | loss: 0.0310097 | val_loss: 0.0312585 | Time: 4139.55 ms
[2021-08-21 08:22:18 main:574] : INFO : Epoch 1705 | loss: 0.0310107 | val_loss: 0.0312859 | Time: 4210.3 ms
[2021-08-21 08:22:23 main:574] : INFO : Epoch 1706 | loss: 0.0310021 | val_loss: 0.0312798 | Time: 4167.19 ms
[2021-08-21 08:22:27 main:574] : INFO : Epoch 1707 | loss: 0.0310059 | val_loss: 0.0313065 | Time: 4110.75 ms
[2021-08-21 08:22:31 main:574] : INFO : Epoch 1708 | loss: 0.0310037 | val_loss: 0.031265 | Time: 4228.11 ms
[2021-08-21 08:22:35 main:574] : INFO : Epoch 1709 | loss: 0.0309969 | val_loss: 0.031299 | Time: 4051.94 ms
[2021-08-21 08:22:39 main:574] : INFO : Epoch 1710 | loss: 0.0309995 | val_loss: 0.0313142 | Time: 4136.71 ms
[2021-08-21 08:22:43 main:574] : INFO : Epoch 1711 | loss: 0.0310022 | val_loss: 0.0312687 | Time: 4188.2 ms
[2021-08-21 08:22:48 main:574] : INFO : Epoch 1712 | loss: 0.0310033 | val_loss: 0.0313033 | Time: 4137.97 ms
[2021-08-21 08:22:52 main:574] : INFO : Epoch 1713 | loss: 0.0310014 | val_loss: 0.0312979 | Time: 4130.29 ms
[2021-08-21 08:22:56 main:574] : INFO : Epoch 1714 | loss: 0.03101 | val_loss: 0.0312776 | Time: 4138.78 ms
[2021-08-21 08:23:00 main:574] : INFO : Epoch 1715 | loss: 0.0310094 | val_loss: 0.0312909 | Time: 4136.13 ms
[2021-08-21 08:23:04 main:574] : INFO : Epoch 1716 | loss: 0.0310006 | val_loss: 0.03128 | Time: 4118.71 ms
[2021-08-21 08:23:08 main:574] : INFO : Epoch 1717 | loss: 0.031005 | val_loss: 0.0312635 | Time: 4063.28 ms
[2021-08-21 08:23:12 main:574] : INFO : Epoch 1718 | loss: 0.0310092 | val_loss: 0.0312711 | Time: 4070.65 ms
[2021-08-21 08:23:16 main:574] : INFO : Epoch 1719 | loss: 0.0310007 | val_loss: 0.0312992 | Time: 4091.2 ms
[2021-08-21 08:23:21 main:574] : INFO : Epoch 1720 | loss: 0.0309956 | val_loss: 0.0312795 | Time: 4114.73 ms
[2021-08-21 08:23:25 main:574] : INFO : Epoch 1721 | loss: 0.0309951 | val_loss: 0.0312843 | Time: 4064.32 ms
[2021-08-21 08:23:29 main:574] : INFO : Epoch 1722 | loss: 0.0310013 | val_loss: 0.0312817 | Time: 4100.31 ms
[2021-08-21 08:23:33 main:574] : INFO : Epoch 1723 | loss: 0.0310002 | val_loss: 0.0312823 | Time: 4119.05 ms
[2021-08-21 08:23:37 main:574] : INFO : Epoch 1724 | loss: 0.0310035 | val_loss: 0.0312867 | Time: 4223.24 ms
[2021-08-21 08:23:41 main:574] : INFO : Epoch 1725 | loss: 0.0310025 | val_loss: 0.0312878 | Time: 4313.78 ms
[2021-08-21 08:23:46 main:574] : INFO : Epoch 1726 | loss: 0.0310009 | val_loss: 0.0312961 | Time: 4167.79 ms
[2021-08-21 08:23:50 main:574] : INFO : Epoch 1727 | loss: 0.0309934 | val_loss: 0.031278 | Time: 4060.91 ms
[2021-08-21 08:23:54 main:574] : INFO : Epoch 1728 | loss: 0.0310007 | val_loss: 0.0312798 | Time: 4107.57 ms
[2021-08-21 08:23:58 main:574] : INFO : Epoch 1729 | loss: 0.0310126 | val_loss: 0.0312959 | Time: 4082.41 ms
[2021-08-21 08:24:02 main:574] : INFO : Epoch 1730 | loss: 0.0310138 | val_loss: 0.0312773 | Time: 4194.32 ms
[2021-08-21 08:24:06 main:574] : INFO : Epoch 1731 | loss: 0.0310091 | val_loss: 0.0312628 | Time: 4171 ms
[2021-08-21 08:24:11 main:574] : INFO : Epoch 1732 | loss: 0.0310038 | val_loss: 0.0312687 | Time: 4199.89 ms
[2021-08-21 08:24:15 main:574] : INFO : Epoch 1733 | loss: 0.0310347 | val_loss: 0.0312852 | Time: 4173.85 ms
[2021-08-21 08:24:19 main:574] : INFO : Epoch 1734 | loss: 0.0310306 | val_loss: 0.0312956 | Time: 4173.24 ms
[2021-08-21 08:24:23 main:574] : INFO : Epoch 1735 | loss: 0.0310183 | val_loss: 0.0313098 | Time: 4111.29 ms
[2021-08-21 08:24:27 main:574] : INFO : Epoch 1736 | loss: 0.0310035 | val_loss: 0.031289 | Time: 4081.22 ms
[2021-08-21 08:24:31 main:574] : INFO : Epoch 1737 | loss: 0.0310014 | val_loss: 0.0312792 | Time: 4112.25 ms
[2021-08-21 08:24:36 main:574] : INFO : Epoch 1738 | loss: 0.0310095 | val_loss: 0.0313165 | Time: 4182.64 ms
[2021-08-21 08:24:40 main:574] : INFO : Epoch 1739 | loss: 0.0310147 | val_loss: 0.0312696 | Time: 4163 ms
[2021-08-21 08:24:44 main:574] : INFO : Epoch 1740 | loss: 0.0310055 | val_loss: 0.0312827 | Time: 4199.46 ms
[2021-08-21 08:24:48 main:574] : INFO : Epoch 1741 | loss: 0.0310028 | val_loss: 0.0312767 | Time: 4179.69 ms
[2021-08-21 08:24:52 main:574] : INFO : Epoch 1742 | loss: 0.0310025 | val_loss: 0.03129 | Time: 4115.81 ms
[2021-08-21 08:24:57 main:574] : INFO : Epoch 1743 | loss: 0.0309976 | val_loss: 0.0312777 | Time: 4174.95 ms
[2021-08-21 08:25:01 main:574] : INFO : Epoch 1744 | loss: 0.0310068 | val_loss: 0.0313225 | Time: 4173.03 ms
[2021-08-21 08:25:05 main:574] : INFO : Epoch 1745 | loss: 0.0310095 | val_loss: 0.0313134 | Time: 4122.18 ms
[2021-08-21 08:25:09 main:574] : INFO : Epoch 1746 | loss: 0.0310027 | val_loss: 0.0312618 | Time: 4392.56 ms
[2021-08-21 08:25:13 main:574] : INFO : Epoch 1747 | loss: 0.0310077 | val_loss: 0.0312862 | Time: 4098.59 ms
[2021-08-21 08:25:18 main:574] : INFO : Epoch 1748 | loss: 0.0310011 | val_loss: 0.0312839 | Time: 4175.11 ms
[2021-08-21 08:25:22 main:574] : INFO : Epoch 1749 | loss: 0.0310019 | val_loss: 0.0313387 | Time: 4061.89 ms
[2021-08-21 08:25:26 main:574] : INFO : Epoch 1750 | loss: 0.0310018 | val_loss: 0.0312793 | Time: 4157.81 ms
[2021-08-21 08:25:30 main:574] : INFO : Epoch 1751 | loss: 0.0309995 | val_loss: 0.0313044 | Time: 4300.99 ms
[2021-08-21 08:25:34 main:574] : INFO : Epoch 1752 | loss: 0.0310005 | val_loss: 0.0312697 | Time: 4093.61 ms
[2021-08-21 08:25:39 main:574] : INFO : Epoch 1753 | loss: 0.0310008 | val_loss: 0.0312981 | Time: 4226.42 ms
[2021-08-21 08:25:43 main:574] : INFO : Epoch 1754 | loss: 0.0309991 | val_loss: 0.0312806 | Time: 4108.88 ms
[2021-08-21 08:25:47 main:574] : INFO : Epoch 1755 | loss: 0.031 | val_loss: 0.0313303 | Time: 4052.18 ms
[2021-08-21 08:25:51 main:574] : INFO : Epoch 1756 | loss: 0.0310076 | val_loss: 0.0312642 | Time: 4239.46 ms
[2021-08-21 08:25:55 main:574] : INFO : Epoch 1757 | loss: 0.0310085 | val_loss: 0.0313201 | Time: 4090.81 ms
[2021-08-21 08:25:59 main:574] : INFO : Epoch 1758 | loss: 0.0310097 | val_loss: 0.0312646 | Time: 4121.49 ms
[2021-08-21 08:26:03 main:574] : INFO : Epoch 1759 | loss: 0.0310022 | val_loss: 0.0313066 | Time: 4135.89 ms
[2021-08-21 08:26:07 main:574] : INFO : Epoch 1760 | loss: 0.0310082 | val_loss: 0.0312721 | Time: 4071.75 ms
[2021-08-21 08:26:12 main:574] : INFO : Epoch 1761 | loss: 0.0310113 | val_loss: 0.0312874 | Time: 4122.01 ms
[2021-08-21 08:26:16 main:574] : INFO : Epoch 1762 | loss: 0.0310079 | val_loss: 0.0312888 | Time: 4179.71 ms
[2021-08-21 08:26:20 main:574] : INFO : Epoch 1763 | loss: 0.0309985 | val_loss: 0.0312856 | Time: 4064.18 ms
[2021-08-21 08:26:24 main:574] : INFO : Epoch 1764 | loss: 0.0310003 | val_loss: 0.0312762 | Time: 4503.16 ms
[2021-08-21 08:26:29 main:574] : INFO : Epoch 1765 | loss: 0.0310023 | val_loss: 0.0313 | Time: 4135.54 ms
[2021-08-21 08:26:33 main:574] : INFO : Epoch 1766 | loss: 0.0310025 | val_loss: 0.0313002 | Time: 4257.59 ms
[2021-08-21 08:26:37 main:574] : INFO : Epoch 1767 | loss: 0.0310008 | val_loss: 0.0312658 | Time: 4282.53 ms
[2021-08-21 08:26:41 main:574] : INFO : Epoch 1768 | loss: 0.0310036 | val_loss: 0.0312868 | Time: 4134.73 ms
[2021-08-21 08:26:45 main:574] : INFO : Epoch 1769 | loss: 0.0309922 | val_loss: 0.0312747 | Time: 4177.94 ms
[2021-08-21 08:26:50 main:574] : INFO : Epoch 1770 | loss: 0.0309975 | val_loss: 0.0312984 | Time: 4143.89 ms
[2021-08-21 08:26:54 main:574] : INFO : Epoch 1771 | loss: 0.0309997 | val_loss: 0.0313002 | Time: 4185.18 ms
[2021-08-21 08:26:58 main:574] : INFO : Epoch 1772 | loss: 0.031 | val_loss: 0.0312793 | Time: 4083.7 ms
[2021-08-21 08:27:02 main:574] : INFO : Epoch 1773 | loss: 0.0310048 | val_loss: 0.0312738 | Time: 4191.89 ms
[2021-08-21 08:27:06 main:574] : INFO : Epoch 1774 | loss: 0.0310075 | val_loss: 0.0313263 | Time: 4129.42 ms
[2021-08-21 08:27:10 main:574] : INFO : Epoch 1775 | loss: 0.0310056 | val_loss: 0.0313039 | Time: 4100.23 ms
[2021-08-21 08:27:15 main:574] : INFO : Epoch 1776 | loss: 0.0309996 | val_loss: 0.0312626 | Time: 4065.6 ms
[2021-08-21 08:27:19 main:574] : INFO : Epoch 1777 | loss: 0.0309987 | val_loss: 0.0313016 | Time: 4107.48 ms
[2021-08-21 08:27:23 main:574] : INFO : Epoch 1778 | loss: 0.030999 | val_loss: 0.0312929 | Time: 4078.56 ms
[2021-08-21 08:27:27 main:574] : INFO : Epoch 1779 | loss: 0.0309979 | val_loss: 0.0312746 | Time: 4162.83 ms
[2021-08-21 08:27:31 main:574] : INFO : Epoch 1780 | loss: 0.0310007 | val_loss: 0.0313111 | Time: 4164.45 ms
[2021-08-21 08:27:35 main:574] : INFO : Epoch 1781 | loss: 0.0310021 | val_loss: 0.0312853 | Time: 4031 ms
[2021-08-21 08:27:39 main:574] : INFO : Epoch 1782 | loss: 0.0310038 | val_loss: 0.0312918 | Time: 4231.77 ms
[2021-08-21 08:27:44 main:574] : INFO : Epoch 1783 | loss: 0.0309906 | val_loss: 0.0312874 | Time: 4407.58 ms
[2021-08-21 08:27:48 main:574] : INFO : Epoch 1784 | loss: 0.0309994 | val_loss: 0.0313078 | Time: 4122.05 ms
[2021-08-21 08:27:52 main:574] : INFO : Epoch 1785 | loss: 0.031001 | val_loss: 0.0312493 | Time: 4171.57 ms
[2021-08-21 08:27:56 main:574] : INFO : Epoch 1786 | loss: 0.0310439 | val_loss: 0.0312982 | Time: 4239.88 ms
[2021-08-21 08:28:01 main:574] : INFO : Epoch 1787 | loss: 0.0310199 | val_loss: 0.0312738 | Time: 4091.65 ms
[2021-08-21 08:28:05 main:574] : INFO : Epoch 1788 | loss: 0.0310043 | val_loss: 0.031282 | Time: 4105.96 ms
[2021-08-21 08:28:09 main:574] : INFO : Epoch 1789 | loss: 0.0310069 | val_loss: 0.0313227 | Time: 4054.39 ms
[2021-08-21 08:28:13 main:574] : INFO : Epoch 1790 | loss: 0.0310108 | val_loss: 0.0312666 | Time: 4071.07 ms
[2021-08-21 08:28:17 main:574] : INFO : Epoch 1791 | loss: 0.0310002 | val_loss: 0.0313101 | Time: 4138.55 ms
[2021-08-21 08:28:21 main:574] : INFO : Epoch 1792 | loss: 0.0310006 | val_loss: 0.0312557 | Time: 4044.36 ms
[2021-08-21 08:28:25 main:574] : INFO : Epoch 1793 | loss: 0.0310011 | val_loss: 0.0312947 | Time: 4087.18 ms
[2021-08-21 08:28:29 main:574] : INFO : Epoch 1794 | loss: 0.0309976 | val_loss: 0.0313088 | Time: 4131.12 ms
[2021-08-21 08:28:33 main:574] : INFO : Epoch 1795 | loss: 0.0309948 | val_loss: 0.0312978 | Time: 4057.97 ms
[2021-08-21 08:28:38 main:574] : INFO : Epoch 1796 | loss: 0.0310063 | val_loss: 0.031266 | Time: 4120.77 ms
[2021-08-21 08:28:42 main:574] : INFO : Epoch 1797 | loss: 0.0310399 | val_loss: 0.031271 | Time: 4174.84 ms
[2021-08-21 08:28:46 main:574] : INFO : Epoch 1798 | loss: 0.0310225 | val_loss: 0.0313136 | Time: 4286.58 ms
[2021-08-21 08:28:50 main:574] : INFO : Epoch 1799 | loss: 0.0310223 | val_loss: 0.0313026 | Time: 4239.5 ms
[2021-08-21 08:28:54 main:574] : INFO : Epoch 1800 | loss: 0.0310112 | val_loss: 0.0312803 | Time: 4113.61 ms
[2021-08-21 08:28:59 main:574] : INFO : Epoch 1801 | loss: 0.0310292 | val_loss: 0.0312554 | Time: 4177.93 ms
[2021-08-21 08:29:03 main:574] : INFO : Epoch 1802 | loss: 0.0310063 | val_loss: 0.0312826 | Time: 4143.99 ms
[2021-08-21 08:29:07 main:574] : INFO : Epoch 1803 | loss: 0.0310032 | val_loss: 0.031284 | Time: 4101.94 ms
[2021-08-21 08:29:11 main:574] : INFO : Epoch 1804 | loss: 0.0310043 | val_loss: 0.0312977 | Time: 4045.67 ms
[2021-08-21 08:29:15 main:574] : INFO : Epoch 1805 | loss: 0.0309987 | val_loss: 0.031308 | Time: 4072.81 ms
[2021-08-21 08:29:19 main:574] : INFO : Epoch 1806 | loss: 0.0310069 | val_loss: 0.0312736 | Time: 4145.46 ms
[2021-08-21 08:29:23 main:574] : INFO : Epoch 1807 | loss: 0.0310006 | val_loss: 0.0312985 | Time: 4055.85 ms
[2021-08-21 08:29:27 main:574] : INFO : Epoch 1808 | loss: 0.0309934 | val_loss: 0.0312924 | Time: 4051.99 ms
[2021-08-21 08:29:32 main:574] : INFO : Epoch 1809 | loss: 0.0309977 | val_loss: 0.0312985 | Time: 4114.59 ms
[2021-08-21 08:29:36 main:574] : INFO : Epoch 1810 | loss: 0.0309957 | val_loss: 0.0312952 | Time: 4047.77 ms
[2021-08-21 08:29:40 main:574] : INFO : Epoch 1811 | loss: 0.0309935 | val_loss: 0.03129 | Time: 4084.66 ms
[2021-08-21 08:29:44 main:574] : INFO : Epoch 1812 | loss: 0.0310106 | val_loss: 0.0312798 | Time: 4258.05 ms
[2021-08-21 08:29:48 main:574] : INFO : Epoch 1813 | loss: 0.0310032 | val_loss: 0.0313002 | Time: 4100.07 ms
[2021-08-21 08:29:52 main:574] : INFO : Epoch 1814 | loss: 0.0310034 | val_loss: 0.0312845 | Time: 4086.26 ms
[2021-08-21 08:29:56 main:574] : INFO : Epoch 1815 | loss: 0.0309954 | val_loss: 0.0313012 | Time: 4180.36 ms
[2021-08-21 08:30:01 main:574] : INFO : Epoch 1816 | loss: 0.0309985 | val_loss: 0.0312709 | Time: 4079.61 ms
[2021-08-21 08:30:05 main:574] : INFO : Epoch 1817 | loss: 0.0310046 | val_loss: 0.0313071 | Time: 4096.78 ms
[2021-08-21 08:30:09 main:574] : INFO : Epoch 1818 | loss: 0.0310048 | val_loss: 0.031258 | Time: 4089.31 ms
[2021-08-21 08:30:13 main:574] : INFO : Epoch 1819 | loss: 0.0309998 | val_loss: 0.0312977 | Time: 4026.97 ms
[2021-08-21 08:30:17 main:574] : INFO : Epoch 1820 | loss: 0.0309973 | val_loss: 0.0312917 | Time: 4076.39 ms
[2021-08-21 08:30:21 main:574] : INFO : Epoch 1821 | loss: 0.0310078 | val_loss: 0.0313102 | Time: 4156.53 ms
[2021-08-21 08:30:25 main:574] : INFO : Epoch 1822 | loss: 0.0309998 | val_loss: 0.0312793 | Time: 4063.74 ms
[2021-08-21 08:30:29 main:574] : INFO : Epoch 1823 | loss: 0.0310001 | val_loss: 0.0313059 | Time: 4124.94 ms
[2021-08-21 08:30:33 main:574] : INFO : Epoch 1824 | loss: 0.0310082 | val_loss: 0.0312866 | Time: 4048.13 ms
[2021-08-21 08:30:38 main:574] : INFO : Epoch 1825 | loss: 0.0310121 | val_loss: 0.0312488 | Time: 4149.22 ms
[2021-08-21 08:30:42 main:574] : INFO : Epoch 1826 | loss: 0.0310039 | val_loss: 0.031306 | Time: 4087.91 ms
[2021-08-21 08:30:46 main:574] : INFO : Epoch 1827 | loss: 0.0309971 | val_loss: 0.0312812 | Time: 4081.28 ms
[2021-08-21 08:30:50 main:574] : INFO : Epoch 1828 | loss: 0.0309936 | val_loss: 0.0312904 | Time: 4136.06 ms
[2021-08-21 08:30:54 main:574] : INFO : Epoch 1829 | loss: 0.0309997 | val_loss: 0.0312725 | Time: 4193.29 ms
[2021-08-21 08:30:58 main:574] : INFO : Epoch 1830 | loss: 0.0309921 | val_loss: 0.0312753 | Time: 4224.41 ms
[2021-08-21 08:31:03 main:574] : INFO : Epoch 1831 | loss: 0.0309988 | val_loss: 0.0312834 | Time: 4206.04 ms
[2021-08-21 08:31:07 main:574] : INFO : Epoch 1832 | loss: 0.0310072 | val_loss: 0.0312784 | Time: 4018.36 ms
[2021-08-21 08:31:11 main:574] : INFO : Epoch 1833 | loss: 0.031009 | val_loss: 0.0312947 | Time: 4108.25 ms
[2021-08-21 08:31:15 main:574] : INFO : Epoch 1834 | loss: 0.0310096 | val_loss: 0.0312989 | Time: 4085.12 ms
[2021-08-21 08:31:19 main:574] : INFO : Epoch 1835 | loss: 0.0310053 | val_loss: 0.0312736 | Time: 4097.19 ms
[2021-08-21 08:31:23 main:574] : INFO : Epoch 1836 | loss: 0.0310054 | val_loss: 0.0312928 | Time: 4061.49 ms
[2021-08-21 08:31:27 main:574] : INFO : Epoch 1837 | loss: 0.0310056 | val_loss: 0.0312831 | Time: 4114.11 ms
[2021-08-21 08:31:31 main:574] : INFO : Epoch 1838 | loss: 0.0310026 | val_loss: 0.0312872 | Time: 4078.01 ms
[2021-08-21 08:31:35 main:574] : INFO : Epoch 1839 | loss: 0.0310009 | val_loss: 0.0312612 | Time: 4040.39 ms
[2021-08-21 08:31:39 main:574] : INFO : Epoch 1840 | loss: 0.030998 | val_loss: 0.0312856 | Time: 4100.21 ms
[2021-08-21 08:31:44 main:574] : INFO : Epoch 1841 | loss: 0.0309968 | val_loss: 0.0312947 | Time: 4138.96 ms
[2021-08-21 08:31:48 main:574] : INFO : Epoch 1842 | loss: 0.0310082 | val_loss: 0.031283 | Time: 4230.79 ms
[2021-08-21 08:31:52 main:574] : INFO : Epoch 1843 | loss: 0.0310126 | val_loss: 0.0313127 | Time: 4151.64 ms
[2021-08-21 08:31:56 main:574] : INFO : Epoch 1844 | loss: 0.0310066 | val_loss: 0.031263 | Time: 4229.04 ms
[2021-08-21 08:32:00 main:574] : INFO : Epoch 1845 | loss: 0.0309921 | val_loss: 0.031295 | Time: 4147.17 ms
[2021-08-21 08:32:05 main:574] : INFO : Epoch 1846 | loss: 0.0310016 | val_loss: 0.0312727 | Time: 4111.61 ms
[2021-08-21 08:32:09 main:574] : INFO : Epoch 1847 | loss: 0.0310073 | val_loss: 0.0313048 | Time: 4047.68 ms
[2021-08-21 08:32:13 main:574] : INFO : Epoch 1848 | loss: 0.0310057 | val_loss: 0.0312779 | Time: 4097.69 ms
[2021-08-21 08:32:17 main:574] : INFO : Epoch 1849 | loss: 0.0310016 | val_loss: 0.0312706 | Time: 4106.12 ms
[2021-08-21 08:32:21 main:574] : INFO : Epoch 1850 | loss: 0.0309995 | val_loss: 0.0312917 | Time: 4094.04 ms
[2021-08-21 08:32:25 main:574] : INFO : Epoch 1851 | loss: 0.0310052 | val_loss: 0.031299 | Time: 4007.7 ms
[2021-08-21 08:32:29 main:574] : INFO : Epoch 1852 | loss: 0.0310028 | val_loss: 0.031281 | Time: 4101.58 ms
[2021-08-21 08:32:33 main:574] : INFO : Epoch 1853 | loss: 0.031001 | val_loss: 0.03131 | Time: 4168.56 ms
[2021-08-21 08:32:38 main:574] : INFO : Epoch 1854 | loss: 0.0310126 | val_loss: 0.0313005 | Time: 4161.04 ms
[2021-08-21 08:32:42 main:574] : INFO : Epoch 1855 | loss: 0.0310199 | val_loss: 0.0312935 | Time: 4143.86 ms
[2021-08-21 08:32:46 main:574] : INFO : Epoch 1856 | loss: 0.0310145 | val_loss: 0.0312809 | Time: 4169.86 ms
[2021-08-21 08:32:50 main:574] : INFO : Epoch 1857 | loss: 0.0310003 | val_loss: 0.0312939 | Time: 4126.8 ms
[2021-08-21 08:32:54 main:574] : INFO : Epoch 1858 | loss: 0.0309939 | val_loss: 0.0313244 | Time: 4060.18 ms
[2021-08-21 08:32:58 main:574] : INFO : Epoch 1859 | loss: 0.0310001 | val_loss: 0.0312974 | Time: 4214.6 ms
[2021-08-21 08:33:02 main:574] : INFO : Epoch 1860 | loss: 0.0310078 | val_loss: 0.0312806 | Time: 4103.68 ms
[2021-08-21 08:33:07 main:574] : INFO : Epoch 1861 | loss: 0.0309991 | val_loss: 0.031311 | Time: 4101.41 ms
[2021-08-21 08:33:11 main:574] : INFO : Epoch 1862 | loss: 0.0310009 | val_loss: 0.0312878 | Time: 4003.19 ms
[2021-08-21 08:33:15 main:574] : INFO : Epoch 1863 | loss: 0.0310024 | val_loss: 0.0313065 | Time: 4064.84 ms
[2021-08-21 08:33:19 main:574] : INFO : Epoch 1864 | loss: 0.0310125 | val_loss: 0.0313046 | Time: 4021.68 ms
[2021-08-21 08:33:23 main:574] : INFO : Epoch 1865 | loss: 0.0309991 | val_loss: 0.0312976 | Time: 4061.28 ms
[2021-08-21 08:33:27 main:574] : INFO : Epoch 1866 | loss: 0.0309972 | val_loss: 0.0312887 | Time: 4067.79 ms
[2021-08-21 08:33:31 main:574] : INFO : Epoch 1867 | loss: 0.0310032 | val_loss: 0.031314 | Time: 4128 ms
[2021-08-21 08:33:35 main:574] : INFO : Epoch 1868 | loss: 0.0310141 | val_loss: 0.0312788 | Time: 4240.05 ms
[2021-08-21 08:33:39 main:574] : INFO : Epoch 1869 | loss: 0.0310295 | val_loss: 0.0312692 | Time: 4123.91 ms
[2021-08-21 08:33:44 main:574] : INFO : Epoch 1870 | loss: 0.0310229 | val_loss: 0.0312911 | Time: 4117.96 ms
[2021-08-21 08:33:48 main:574] : INFO : Epoch 1871 | loss: 0.0310049 | val_loss: 0.0313055 | Time: 4166.94 ms
[2021-08-21 08:33:52 main:574] : INFO : Epoch 1872 | loss: 0.0309989 | val_loss: 0.0312987 | Time: 4086.29 ms
[2021-08-21 08:33:56 main:574] : INFO : Epoch 1873 | loss: 0.0309987 | val_loss: 0.0312828 | Time: 4157.95 ms
[2021-08-21 08:34:00 main:574] : INFO : Epoch 1874 | loss: 0.0310014 | val_loss: 0.0312623 | Time: 4191.05 ms
[2021-08-21 08:34:04 main:574] : INFO : Epoch 1875 | loss: 0.0310774 | val_loss: 0.0312196 | Time: 4206.74 ms
[2021-08-21 08:34:09 main:574] : INFO : Epoch 1876 | loss: 0.0311227 | val_loss: 0.0312109 | Time: 4175.36 ms
[2021-08-21 08:34:13 main:574] : INFO : Epoch 1877 | loss: 0.0310976 | val_loss: 0.0312159 | Time: 4122.09 ms
[2021-08-21 08:34:17 main:574] : INFO : Epoch 1878 | loss: 0.031075 | val_loss: 0.0312413 | Time: 4136.16 ms
[2021-08-21 08:34:21 main:574] : INFO : Epoch 1879 | loss: 0.0310568 | val_loss: 0.031254 | Time: 4185.14 ms
[2021-08-21 08:34:25 main:574] : INFO : Epoch 1880 | loss: 0.0310402 | val_loss: 0.0312506 | Time: 4146.08 ms
[2021-08-21 08:34:30 main:574] : INFO : Epoch 1881 | loss: 0.0310294 | val_loss: 0.0312698 | Time: 4131.94 ms
[2021-08-21 08:34:34 main:574] : INFO : Epoch 1882 | loss: 0.0310251 | val_loss: 0.0312762 | Time: 4123.32 ms
[2021-08-21 08:34:38 main:574] : INFO : Epoch 1883 | loss: 0.0310173 | val_loss: 0.0312789 | Time: 4137.97 ms
[2021-08-21 08:34:42 main:574] : INFO : Epoch 1884 | loss: 0.0310107 | val_loss: 0.0313213 | Time: 4169.15 ms
[2021-08-21 08:34:46 main:574] : INFO : Epoch 1885 | loss: 0.0310184 | val_loss: 0.0313116 | Time: 4144 ms
[2021-08-21 08:34:50 main:574] : INFO : Epoch 1886 | loss: 0.0310148 | val_loss: 0.0312817 | Time: 4210.25 ms
[2021-08-21 08:34:55 main:574] : INFO : Epoch 1887 | loss: 0.0310209 | val_loss: 0.0312752 | Time: 4143.3 ms
[2021-08-21 08:34:59 main:574] : INFO : Epoch 1888 | loss: 0.0310229 | val_loss: 0.0313062 | Time: 4229.4 ms
[2021-08-21 08:35:03 main:574] : INFO : Epoch 1889 | loss: 0.0310105 | val_loss: 0.0312756 | Time: 4185.17 ms
[2021-08-21 08:35:07 main:574] : INFO : Epoch 1890 | loss: 0.0310088 | val_loss: 0.0313064 | Time: 4064.6 ms
[2021-08-21 08:35:11 main:574] : INFO : Epoch 1891 | loss: 0.0310039 | val_loss: 0.0312911 | Time: 4070.71 ms
[2021-08-21 08:35:15 main:574] : INFO : Epoch 1892 | loss: 0.0310064 | val_loss: 0.0312842 | Time: 4065.46 ms
[2021-08-21 08:35:19 main:574] : INFO : Epoch 1893 | loss: 0.0310076 | val_loss: 0.0312588 | Time: 4012.26 ms
[2021-08-21 08:35:24 main:574] : INFO : Epoch 1894 | loss: 0.0310149 | val_loss: 0.0312764 | Time: 4075.88 ms
[2021-08-21 08:35:28 main:574] : INFO : Epoch 1895 | loss: 0.0310085 | val_loss: 0.031264 | Time: 4089.23 ms
[2021-08-21 08:35:32 main:574] : INFO : Epoch 1896 | loss: 0.0310092 | val_loss: 0.0312801 | Time: 4167.46 ms
[2021-08-21 08:35:36 main:574] : INFO : Epoch 1897 | loss: 0.0310106 | val_loss: 0.0312981 | Time: 4120.29 ms
[2021-08-21 08:35:40 main:574] : INFO : Epoch 1898 | loss: 0.0310056 | val_loss: 0.0313126 | Time: 4175.53 ms
[2021-08-21 08:35:44 main:574] : INFO : Epoch 1899 | loss: 0.0309987 | val_loss: 0.031296 | Time: 4099.06 ms
[2021-08-21 08:35:49 main:574] : INFO : Epoch 1900 | loss: 0.0309992 | val_loss: 0.0312862 | Time: 4177.64 ms
[2021-08-21 08:35:53 main:574] : INFO : Epoch 1901 | loss: 0.031 | val_loss: 0.0312921 | Time: 4127.64 ms
[2021-08-21 08:35:57 main:574] : INFO : Epoch 1902 | loss: 0.0310018 | val_loss: 0.031286 | Time: 4105.88 ms
[2021-08-21 08:36:01 main:574] : INFO : Epoch 1903 | loss: 0.0309999 | val_loss: 0.0312922 | Time: 4096.42 ms
[2021-08-21 08:36:05 main:574] : INFO : Epoch 1904 | loss: 0.0309953 | val_loss: 0.0312734 | Time: 4082.36 ms
[2021-08-21 08:36:09 main:574] : INFO : Epoch 1905 | loss: 0.0310324 | val_loss: 0.0312744 | Time: 4063.63 ms
[2021-08-21 08:36:13 main:574] : INFO : Epoch 1906 | loss: 0.0310261 | val_loss: 0.0313094 | Time: 4079.4 ms
[2021-08-21 08:36:17 main:574] : INFO : Epoch 1907 | loss: 0.031021 | val_loss: 0.0312934 | Time: 4087.89 ms
[2021-08-21 08:36:21 main:574] : INFO : Epoch 1908 | loss: 0.0310049 | val_loss: 0.0312618 | Time: 4061.23 ms
[2021-08-21 08:36:25 main:574] : INFO : Epoch 1909 | loss: 0.031005 | val_loss: 0.0312906 | Time: 4094.21 ms
[2021-08-21 08:36:30 main:574] : INFO : Epoch 1910 | loss: 0.0309996 | val_loss: 0.0313186 | Time: 4176.53 ms
[2021-08-21 08:36:34 main:574] : INFO : Epoch 1911 | loss: 0.0310003 | val_loss: 0.0312753 | Time: 4082.51 ms
[2021-08-21 08:36:38 main:574] : INFO : Epoch 1912 | loss: 0.0310047 | val_loss: 0.031301 | Time: 4391.46 ms
[2021-08-21 08:36:42 main:574] : INFO : Epoch 1913 | loss: 0.0310042 | val_loss: 0.0312533 | Time: 4120.79 ms
[2021-08-21 08:36:47 main:574] : INFO : Epoch 1914 | loss: 0.0310063 | val_loss: 0.031294 | Time: 4260.68 ms
[2021-08-21 08:36:51 main:574] : INFO : Epoch 1915 | loss: 0.0310125 | val_loss: 0.0312638 | Time: 4140.71 ms
[2021-08-21 08:36:55 main:574] : INFO : Epoch 1916 | loss: 0.0310086 | val_loss: 0.0312651 | Time: 4130.65 ms
[2021-08-21 08:36:59 main:574] : INFO : Epoch 1917 | loss: 0.0310087 | val_loss: 0.0312779 | Time: 4101.73 ms
[2021-08-21 08:37:03 main:574] : INFO : Epoch 1918 | loss: 0.0310008 | val_loss: 0.0312955 | Time: 4153.52 ms
[2021-08-21 08:37:07 main:574] : INFO : Epoch 1919 | loss: 0.0310062 | val_loss: 0.0312804 | Time: 4093.01 ms
[2021-08-21 08:37:11 main:574] : INFO : Epoch 1920 | loss: 0.0310068 | val_loss: 0.0312871 | Time: 4108.51 ms
[2021-08-21 08:37:15 main:574] : INFO : Epoch 1921 | loss: 0.0310146 | val_loss: 0.0312627 | Time: 4042.96 ms
[2021-08-21 08:37:20 main:574] : INFO : Epoch 1922 | loss: 0.0310203 | val_loss: 0.0313123 | Time: 4130.02 ms
[2021-08-21 08:37:24 main:574] : INFO : Epoch 1923 | loss: 0.0310095 | val_loss: 0.0312382 | Time: 4189.34 ms
[2021-08-21 08:37:28 main:574] : INFO : Epoch 1924 | loss: 0.0310034 | val_loss: 0.0313161 | Time: 4123.99 ms
[2021-08-21 08:37:32 main:574] : INFO : Epoch 1925 | loss: 0.0309985 | val_loss: 0.0313013 | Time: 4154.01 ms
[2021-08-21 08:37:36 main:574] : INFO : Epoch 1926 | loss: 0.0309992 | val_loss: 0.0312811 | Time: 4195.34 ms
[2021-08-21 08:37:41 main:574] : INFO : Epoch 1927 | loss: 0.0310041 | val_loss: 0.0312789 | Time: 4115.74 ms
[2021-08-21 08:37:45 main:574] : INFO : Epoch 1928 | loss: 0.0309997 | val_loss: 0.0313035 | Time: 4074.12 ms
[2021-08-21 08:37:49 main:574] : INFO : Epoch 1929 | loss: 0.0310047 | val_loss: 0.0312629 | Time: 4146.7 ms
[2021-08-21 08:37:53 main:574] : INFO : Epoch 1930 | loss: 0.0310064 | val_loss: 0.0312686 | Time: 4206.16 ms
[2021-08-21 08:37:57 main:574] : INFO : Epoch 1931 | loss: 0.0309991 | val_loss: 0.0312872 | Time: 4207.99 ms
[2021-08-21 08:38:01 main:574] : INFO : Epoch 1932 | loss: 0.0309966 | val_loss: 0.0312657 | Time: 4090.24 ms
[2021-08-21 08:38:05 main:574] : INFO : Epoch 1933 | loss: 0.03101 | val_loss: 0.0312627 | Time: 4044.01 ms
[2021-08-21 08:38:10 main:574] : INFO : Epoch 1934 | loss: 0.0310191 | val_loss: 0.0312696 | Time: 4071.88 ms
[2021-08-21 08:38:14 main:574] : INFO : Epoch 1935 | loss: 0.031011 | val_loss: 0.0312757 | Time: 4067.61 ms
[2021-08-21 08:38:18 main:574] : INFO : Epoch 1936 | loss: 0.0310048 | val_loss: 0.031308 | Time: 4018.71 ms
[2021-08-21 08:38:22 main:574] : INFO : Epoch 1937 | loss: 0.030999 | val_loss: 0.0313056 | Time: 4117.04 ms
[2021-08-21 08:38:26 main:574] : INFO : Epoch 1938 | loss: 0.031003 | val_loss: 0.0312939 | Time: 4061.93 ms
[2021-08-21 08:38:30 main:574] : INFO : Epoch 1939 | loss: 0.0309969 | val_loss: 0.0312755 | Time: 4243.85 ms
[2021-08-21 08:38:34 main:574] : INFO : Epoch 1940 | loss: 0.0309999 | val_loss: 0.0312884 | Time: 4118.71 ms
[2021-08-21 08:38:38 main:574] : INFO : Epoch 1941 | loss: 0.0310175 | val_loss: 0.0312842 | Time: 4130.64 ms
[2021-08-21 08:38:43 main:574] : INFO : Epoch 1942 | loss: 0.0310092 | val_loss: 0.031282 | Time: 4268.21 ms
[2021-08-21 08:38:47 main:574] : INFO : Epoch 1943 | loss: 0.0310143 | val_loss: 0.03129 | Time: 4245.31 ms
[2021-08-21 08:38:51 main:574] : INFO : Epoch 1944 | loss: 0.0310185 | val_loss: 0.0312871 | Time: 4081.74 ms
[2021-08-21 08:38:55 main:574] : INFO : Epoch 1945 | loss: 0.0310024 | val_loss: 0.0312859 | Time: 4107.52 ms
[2021-08-21 08:38:59 main:574] : INFO : Epoch 1946 | loss: 0.0309975 | val_loss: 0.0312874 | Time: 4172.67 ms
[2021-08-21 08:39:04 main:574] : INFO : Epoch 1947 | loss: 0.0310005 | val_loss: 0.0312886 | Time: 4083.08 ms
[2021-08-21 08:39:08 main:574] : INFO : Epoch 1948 | loss: 0.031012 | val_loss: 0.0312882 | Time: 4092.89 ms
[2021-08-21 08:39:12 main:574] : INFO : Epoch 1949 | loss: 0.031011 | val_loss: 0.0312885 | Time: 4071.88 ms
[2021-08-21 08:39:16 main:574] : INFO : Epoch 1950 | loss: 0.0310168 | val_loss: 0.031283 | Time: 4041.64 ms
[2021-08-21 08:39:20 main:574] : INFO : Epoch 1951 | loss: 0.0310187 | val_loss: 0.0312866 | Time: 4075.17 ms
[2021-08-21 08:39:24 main:574] : INFO : Epoch 1952 | loss: 0.0310079 | val_loss: 0.0312634 | Time: 4064.04 ms
[2021-08-21 08:39:28 main:574] : INFO : Epoch 1953 | loss: 0.031003 | val_loss: 0.0312719 | Time: 4113.2 ms
[2021-08-21 08:39:32 main:574] : INFO : Epoch 1954 | loss: 0.0309984 | val_loss: 0.0313002 | Time: 4055.06 ms
[2021-08-21 08:39:36 main:574] : INFO : Epoch 1955 | loss: 0.0310075 | val_loss: 0.0312612 | Time: 4150.12 ms
[2021-08-21 08:39:41 main:574] : INFO : Epoch 1956 | loss: 0.031013 | val_loss: 0.0313015 | Time: 4157.13 ms
[2021-08-21 08:39:45 main:574] : INFO : Epoch 1957 | loss: 0.0310069 | val_loss: 0.0312829 | Time: 4035.9 ms
[2021-08-21 08:39:49 main:574] : INFO : Epoch 1958 | loss: 0.0310009 | val_loss: 0.0312641 | Time: 4117.95 ms
[2021-08-21 08:39:53 main:574] : INFO : Epoch 1959 | loss: 0.0310039 | val_loss: 0.0313018 | Time: 4140.92 ms
[2021-08-21 08:39:57 main:574] : INFO : Epoch 1960 | loss: 0.0310083 | val_loss: 0.0312815 | Time: 4107.69 ms
[2021-08-21 08:40:01 main:574] : INFO : Epoch 1961 | loss: 0.0310032 | val_loss: 0.0312581 | Time: 4078.16 ms
[2021-08-21 08:40:05 main:574] : INFO : Epoch 1962 | loss: 0.0310071 | val_loss: 0.0312839 | Time: 4108.02 ms
[2021-08-21 08:40:09 main:574] : INFO : Epoch 1963 | loss: 0.0310022 | val_loss: 0.031301 | Time: 4077.52 ms
[2021-08-21 08:40:14 main:574] : INFO : Epoch 1964 | loss: 0.0310039 | val_loss: 0.0312956 | Time: 4113.84 ms
[2021-08-21 08:40:18 main:574] : INFO : Epoch 1965 | loss: 0.0310061 | val_loss: 0.031278 | Time: 4081.41 ms
[2021-08-21 08:40:22 main:574] : INFO : Epoch 1966 | loss: 0.0310023 | val_loss: 0.0312789 | Time: 4101.17 ms
[2021-08-21 08:40:26 main:574] : INFO : Epoch 1967 | loss: 0.0310125 | val_loss: 0.0312815 | Time: 4074.65 ms
[2021-08-21 08:40:30 main:574] : INFO : Epoch 1968 | loss: 0.0310163 | val_loss: 0.0312757 | Time: 4198.21 ms
[2021-08-21 08:40:34 main:574] : INFO : Epoch 1969 | loss: 0.0310172 | val_loss: 0.03129 | Time: 4124.05 ms
[2021-08-21 08:40:38 main:574] : INFO : Epoch 1970 | loss: 0.0310035 | val_loss: 0.031285 | Time: 4149.44 ms
[2021-08-21 08:40:43 main:574] : INFO : Epoch 1971 | loss: 0.0310053 | val_loss: 0.0312924 | Time: 4149.8 ms
[2021-08-21 08:40:47 main:574] : INFO : Epoch 1972 | loss: 0.030995 | val_loss: 0.0312789 | Time: 4168.9 ms
[2021-08-21 08:40:51 main:574] : INFO : Epoch 1973 | loss: 0.0309972 | val_loss: 0.0312904 | Time: 4158.58 ms
[2021-08-21 08:40:55 main:574] : INFO : Epoch 1974 | loss: 0.0309931 | val_loss: 0.0313054 | Time: 4153.46 ms
[2021-08-21 08:40:59 main:574] : INFO : Epoch 1975 | loss: 0.0310056 | val_loss: 0.0312803 | Time: 4141.84 ms
[2021-08-21 08:41:04 main:574] : INFO : Epoch 1976 | loss: 0.0310104 | val_loss: 0.0312685 | Time: 4191.19 ms
[2021-08-21 08:41:08 main:574] : INFO : Epoch 1977 | loss: 0.0310028 | val_loss: 0.0312958 | Time: 4163.61 ms
[2021-08-21 08:41:12 main:574] : INFO : Epoch 1978 | loss: 0.0310049 | val_loss: 0.0312808 | Time: 4038.82 ms
[2021-08-21 08:41:16 main:574] : INFO : Epoch 1979 | loss: 0.0310096 | val_loss: 0.0312854 | Time: 4091.29 ms
[2021-08-21 08:41:20 main:574] : INFO : Epoch 1980 | loss: 0.0310079 | val_loss: 0.0312627 | Time: 4086.17 ms
[2021-08-21 08:41:24 main:574] : INFO : Epoch 1981 | loss: 0.0310066 | val_loss: 0.0312854 | Time: 4096.51 ms
[2021-08-21 08:41:28 main:574] : INFO : Epoch 1982 | loss: 0.0309929 | val_loss: 0.0313174 | Time: 4084.14 ms
[2021-08-21 08:41:32 main:574] : INFO : Epoch 1983 | loss: 0.0309957 | val_loss: 0.031263 | Time: 4090.47 ms
[2021-08-21 08:41:37 main:574] : INFO : Epoch 1984 | loss: 0.0309982 | val_loss: 0.0313081 | Time: 4160.1 ms
[2021-08-21 08:41:41 main:574] : INFO : Epoch 1985 | loss: 0.0309976 | val_loss: 0.0312894 | Time: 4195.79 ms
[2021-08-21 08:41:45 main:574] : INFO : Epoch 1986 | loss: 0.0310018 | val_loss: 0.0312695 | Time: 4172.49 ms
[2021-08-21 08:41:49 main:574] : INFO : Epoch 1987 | loss: 0.0310026 | val_loss: 0.0312839 | Time: 4054.02 ms
[2021-08-21 08:41:53 main:574] : INFO : Epoch 1988 | loss: 0.0310045 | val_loss: 0.0313109 | Time: 4187.2 ms
[2021-08-21 08:41:57 main:574] : INFO : Epoch 1989 | loss: 0.0310007 | val_loss: 0.0312704 | Time: 4100.89 ms
[2021-08-21 08:42:01 main:574] : INFO : Epoch 1990 | loss: 0.0310078 | val_loss: 0.0312989 | Time: 4052.67 ms
[2021-08-21 08:42:06 main:574] : INFO : Epoch 1991 | loss: 0.0310022 | val_loss: 0.0312855 | Time: 4216.08 ms
[2021-08-21 08:42:10 main:574] : INFO : Epoch 1992 | loss: 0.0310037 | val_loss: 0.0312979 | Time: 4225.15 ms
[2021-08-21 08:42:14 main:574] : INFO : Epoch 1993 | loss: 0.0310058 | val_loss: 0.0312741 | Time: 4140.93 ms
[2021-08-21 08:42:18 main:574] : INFO : Epoch 1994 | loss: 0.0310012 | val_loss: 0.0312864 | Time: 4094.09 ms
[2021-08-21 08:42:22 main:574] : INFO : Epoch 1995 | loss: 0.030995 | val_loss: 0.0313109 | Time: 4093.36 ms
[2021-08-21 08:42:26 main:574] : INFO : Epoch 1996 | loss: 0.031002 | val_loss: 0.0312827 | Time: 4090.79 ms
[2021-08-21 08:42:31 main:574] : INFO : Epoch 1997 | loss: 0.0309991 | val_loss: 0.0312865 | Time: 4209.68 ms
[2021-08-21 08:42:35 main:574] : INFO : Epoch 1998 | loss: 0.0310062 | val_loss: 0.0312826 | Time: 4164.4 ms
[2021-08-21 08:42:39 main:574] : INFO : Epoch 1999 | loss: 0.0310112 | val_loss: 0.0312588 | Time: 4165.66 ms
[2021-08-21 08:42:43 main:574] : INFO : Epoch 2000 | loss: 0.0310171 | val_loss: 0.0312685 | Time: 4159.51 ms
[2021-08-21 08:42:47 main:574] : INFO : Epoch 2001 | loss: 0.0310177 | val_loss: 0.0313153 | Time: 4050.19 ms
[2021-08-21 08:42:51 main:574] : INFO : Epoch 2002 | loss: 0.0310041 | val_loss: 0.0312845 | Time: 4150.87 ms
[2021-08-21 08:42:56 main:574] : INFO : Epoch 2003 | loss: 0.0309973 | val_loss: 0.0312749 | Time: 4149.32 ms
[2021-08-21 08:43:00 main:574] : INFO : Epoch 2004 | loss: 0.0309947 | val_loss: 0.0313002 | Time: 4056.26 ms
[2021-08-21 08:43:04 main:574] : INFO : Epoch 2005 | loss: 0.0310009 | val_loss: 0.0312932 | Time: 4138.55 ms
[2021-08-21 08:43:08 main:574] : INFO : Epoch 2006 | loss: 0.0310062 | val_loss: 0.0312612 | Time: 4203.56 ms
[2021-08-21 08:43:12 main:574] : INFO : Epoch 2007 | loss: 0.0310207 | val_loss: 0.0312716 | Time: 4284.63 ms
[2021-08-21 08:43:17 main:574] : INFO : Epoch 2008 | loss: 0.0310065 | val_loss: 0.0312803 | Time: 4202.96 ms
[2021-08-21 08:43:21 main:574] : INFO : Epoch 2009 | loss: 0.0309947 | val_loss: 0.0312842 | Time: 4167.87 ms
[2021-08-21 08:43:25 main:574] : INFO : Epoch 2010 | loss: 0.0309963 | val_loss: 0.0313136 | Time: 4258.19 ms
[2021-08-21 08:43:29 main:574] : INFO : Epoch 2011 | loss: 0.0310081 | val_loss: 0.0312866 | Time: 4134.96 ms
[2021-08-21 08:43:33 main:574] : INFO : Epoch 2012 | loss: 0.0310027 | val_loss: 0.0312882 | Time: 4132.89 ms
[2021-08-21 08:43:37 main:574] : INFO : Epoch 2013 | loss: 0.0310074 | val_loss: 0.0312682 | Time: 4047 ms
[2021-08-21 08:43:42 main:574] : INFO : Epoch 2014 | loss: 0.031004 | val_loss: 0.0313029 | Time: 4121.05 ms
[2021-08-21 08:43:46 main:574] : INFO : Epoch 2015 | loss: 0.0310052 | val_loss: 0.0312894 | Time: 4153.88 ms
[2021-08-21 08:43:50 main:574] : INFO : Epoch 2016 | loss: 0.0310029 | val_loss: 0.0312844 | Time: 4130.82 ms
[2021-08-21 08:43:54 main:574] : INFO : Epoch 2017 | loss: 0.030998 | val_loss: 0.0313127 | Time: 4215.75 ms
[2021-08-21 08:43:58 main:574] : INFO : Epoch 2018 | loss: 0.0310023 | val_loss: 0.031265 | Time: 4195.34 ms
[2021-08-21 08:44:03 main:574] : INFO : Epoch 2019 | loss: 0.0310056 | val_loss: 0.0312776 | Time: 4201.09 ms
[2021-08-21 08:44:07 main:574] : INFO : Epoch 2020 | loss: 0.0310032 | val_loss: 0.0312745 | Time: 4114.68 ms
[2021-08-21 08:44:11 main:574] : INFO : Epoch 2021 | loss: 0.0310052 | val_loss: 0.0313063 | Time: 4197.3 ms
[2021-08-21 08:44:15 main:574] : INFO : Epoch 2022 | loss: 0.0310006 | val_loss: 0.0312894 | Time: 4140.49 ms
[2021-08-21 08:44:19 main:574] : INFO : Epoch 2023 | loss: 0.0310101 | val_loss: 0.0312837 | Time: 4087.84 ms
[2021-08-21 08:44:23 main:574] : INFO : Epoch 2024 | loss: 0.0310142 | val_loss: 0.0312862 | Time: 4129.04 ms
[2021-08-21 08:44:28 main:574] : INFO : Epoch 2025 | loss: 0.0310097 | val_loss: 0.0312666 | Time: 4165.3 ms
[2021-08-21 08:44:32 main:574] : INFO : Epoch 2026 | loss: 0.0310447 | val_loss: 0.0312535 | Time: 4293.34 ms
[2021-08-21 08:44:36 main:574] : INFO : Epoch 2027 | loss: 0.0310249 | val_loss: 0.0312733 | Time: 4145.65 ms
[2021-08-21 08:44:40 main:574] : INFO : Epoch 2028 | loss: 0.0310028 | val_loss: 0.0312789 | Time: 4156.54 ms
[2021-08-21 08:44:44 main:574] : INFO : Epoch 2029 | loss: 0.0310032 | val_loss: 0.0312824 | Time: 4095.17 ms
[2021-08-21 08:44:48 main:574] : INFO : Epoch 2030 | loss: 0.0310037 | val_loss: 0.0312836 | Time: 4095.02 ms
[2021-08-21 08:44:53 main:574] : INFO : Epoch 2031 | loss: 0.0310052 | val_loss: 0.0312575 | Time: 4173.65 ms
[2021-08-21 08:44:57 main:574] : INFO : Epoch 2032 | loss: 0.0310059 | val_loss: 0.0312793 | Time: 4150.1 ms
[2021-08-21 08:45:01 main:574] : INFO : Epoch 2033 | loss: 0.0310046 | val_loss: 0.031286 | Time: 4120.26 ms
[2021-08-21 08:45:05 main:574] : INFO : Epoch 2034 | loss: 0.0309982 | val_loss: 0.0312891 | Time: 4120.88 ms
[2021-08-21 08:45:09 main:574] : INFO : Epoch 2035 | loss: 0.0309931 | val_loss: 0.0312903 | Time: 4027.08 ms
[2021-08-21 08:45:13 main:574] : INFO : Epoch 2036 | loss: 0.0310045 | val_loss: 0.0312702 | Time: 4184.05 ms
[2021-08-21 08:45:17 main:574] : INFO : Epoch 2037 | loss: 0.0310114 | val_loss: 0.0312693 | Time: 4049.53 ms
[2021-08-21 08:45:22 main:574] : INFO : Epoch 2038 | loss: 0.0310073 | val_loss: 0.0312535 | Time: 4095.48 ms
[2021-08-21 08:45:26 main:574] : INFO : Epoch 2039 | loss: 0.0310053 | val_loss: 0.0312882 | Time: 4070.11 ms
[2021-08-21 08:45:30 main:574] : INFO : Epoch 2040 | loss: 0.030997 | val_loss: 0.0313046 | Time: 4138.3 ms
[2021-08-21 08:45:34 main:574] : INFO : Epoch 2041 | loss: 0.0309909 | val_loss: 0.0312817 | Time: 4124.18 ms
[2021-08-21 08:45:38 main:574] : INFO : Epoch 2042 | loss: 0.0309971 | val_loss: 0.0312702 | Time: 4134.21 ms
[2021-08-21 08:45:42 main:574] : INFO : Epoch 2043 | loss: 0.0309947 | val_loss: 0.0312842 | Time: 4119.22 ms
[2021-08-21 08:45:46 main:574] : INFO : Epoch 2044 | loss: 0.0309962 | val_loss: 0.0312938 | Time: 4161.31 ms
[2021-08-21 08:45:51 main:574] : INFO : Epoch 2045 | loss: 0.0309955 | val_loss: 0.0313361 | Time: 4172.27 ms
[2021-08-21 08:45:55 main:574] : INFO : Epoch 2046 | loss: 0.0309954 | val_loss: 0.0313098 | Time: 4177.36 ms
[2021-08-21 08:45:59 main:574] : INFO : Epoch 2047 | loss: 0.0310029 | val_loss: 0.0313015 | Time: 4103.07 ms
[2021-08-21 08:46:03 main:574] : INFO : Epoch 2048 | loss: 0.0309987 | val_loss: 0.0312876 | Time: 4203.17 ms
[2021-08-21 08:46:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312876
[2021-08-21 08:46:03 main:603] : INFO : Saving end state to config to file
[2021-08-21 08:46:03 main:608] : INFO : Success, exiting..
08:46:03 (9068): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)