Task 6616465
| Name | ParityMachine-1627978687-13778-2_0 |
| Workunit | 4370047 |
| Created | 14 Aug 2021, 5:09:33 UTC |
| Sent | 20 Aug 2021, 21:20:00 UTC |
| Report deadline | 27 Aug 2021, 21:20:00 UTC |
| Received | 21 Aug 2021, 9:09:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min 30 sec |
| CPU time | 2 hours 20 min 48 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: 0.0311108 | val_loss: 0.0311261 | Time: 4160.11 ms
[2021-08-21 10:34:37 main:574] : INFO : Epoch 1543 | loss: 0.0311087 | val_loss: 0.0311269 | Time: 4191.15 ms
[2021-08-21 10:34:41 main:574] : INFO : Epoch 1544 | loss: 0.0311084 | val_loss: 0.0311242 | Time: 4171.44 ms
[2021-08-21 10:34:45 main:574] : INFO : Epoch 1545 | loss: 0.0311085 | val_loss: 0.0311244 | Time: 4066.9 ms
[2021-08-21 10:34:49 main:574] : INFO : Epoch 1546 | loss: 0.0311087 | val_loss: 0.0311243 | Time: 4269.45 ms
[2021-08-21 10:34:53 main:574] : INFO : Epoch 1547 | loss: 0.0311086 | val_loss: 0.0311244 | Time: 4204.6 ms
[2021-08-21 10:34:58 main:574] : INFO : Epoch 1548 | loss: 0.0311076 | val_loss: 0.0311222 | Time: 4113.55 ms
[2021-08-21 10:35:02 main:574] : INFO : Epoch 1549 | loss: 0.0311079 | val_loss: 0.0311244 | Time: 4178.43 ms
[2021-08-21 10:35:06 main:574] : INFO : Epoch 1550 | loss: 0.0311086 | val_loss: 0.0311212 | Time: 4142 ms
[2021-08-21 10:35:10 main:574] : INFO : Epoch 1551 | loss: 0.0311057 | val_loss: 0.0311228 | Time: 4045.11 ms
[2021-08-21 10:35:14 main:574] : INFO : Epoch 1552 | loss: 0.0311063 | val_loss: 0.0311284 | Time: 4113.97 ms
[2021-08-21 10:35:18 main:574] : INFO : Epoch 1553 | loss: 0.0311083 | val_loss: 0.0311219 | Time: 4150.08 ms
[2021-08-21 10:35:22 main:574] : INFO : Epoch 1554 | loss: 0.0311052 | val_loss: 0.0311208 | Time: 4144.02 ms
[2021-08-21 10:35:27 main:574] : INFO : Epoch 1555 | loss: 0.0311055 | val_loss: 0.0311234 | Time: 4067.92 ms
[2021-08-21 10:35:31 main:574] : INFO : Epoch 1556 | loss: 0.0311041 | val_loss: 0.031121 | Time: 4285.74 ms
[2021-08-21 10:35:35 main:574] : INFO : Epoch 1557 | loss: 0.0311055 | val_loss: 0.0311265 | Time: 4296.71 ms
[2021-08-21 10:35:39 main:574] : INFO : Epoch 1558 | loss: 0.0311086 | val_loss: 0.0311313 | Time: 4083.33 ms
[2021-08-21 10:35:44 main:574] : INFO : Epoch 1559 | loss: 0.0311086 | val_loss: 0.031123 | Time: 4178.94 ms
[2021-08-21 10:35:48 main:574] : INFO : Epoch 1560 | loss: 0.0311064 | val_loss: 0.0311227 | Time: 4255.29 ms
[2021-08-21 10:35:52 main:574] : INFO : Epoch 1561 | loss: 0.0311029 | val_loss: 0.031121 | Time: 4023.88 ms
[2021-08-21 10:35:56 main:574] : INFO : Epoch 1562 | loss: 0.031104 | val_loss: 0.0311227 | Time: 4102.36 ms
[2021-08-21 10:36:00 main:574] : INFO : Epoch 1563 | loss: 0.0311039 | val_loss: 0.0311229 | Time: 4143.65 ms
[2021-08-21 10:36:04 main:574] : INFO : Epoch 1564 | loss: 0.0311035 | val_loss: 0.0311228 | Time: 4081.4 ms
[2021-08-21 10:36:08 main:574] : INFO : Epoch 1565 | loss: 0.0311064 | val_loss: 0.0311213 | Time: 4066.72 ms
[2021-08-21 10:36:12 main:574] : INFO : Epoch 1566 | loss: 0.0311039 | val_loss: 0.0311203 | Time: 4060.75 ms
[2021-08-21 10:36:16 main:574] : INFO : Epoch 1567 | loss: 0.0311048 | val_loss: 0.0311235 | Time: 4036.2 ms
[2021-08-21 10:36:21 main:574] : INFO : Epoch 1568 | loss: 0.0311028 | val_loss: 0.0311213 | Time: 4018.43 ms
[2021-08-21 10:36:25 main:574] : INFO : Epoch 1569 | loss: 0.0311026 | val_loss: 0.0311227 | Time: 4082.25 ms
[2021-08-21 10:36:29 main:574] : INFO : Epoch 1570 | loss: 0.0311021 | val_loss: 0.0311218 | Time: 4156.23 ms
[2021-08-21 10:36:33 main:574] : INFO : Epoch 1571 | loss: 0.0311058 | val_loss: 0.0311234 | Time: 4067.6 ms
[2021-08-21 10:36:37 main:574] : INFO : Epoch 1572 | loss: 0.0311064 | val_loss: 0.0311264 | Time: 4112.14 ms
[2021-08-21 10:36:41 main:574] : INFO : Epoch 1573 | loss: 0.0311061 | val_loss: 0.0311289 | Time: 4108.56 ms
[2021-08-21 10:36:45 main:574] : INFO : Epoch 1574 | loss: 0.0311042 | val_loss: 0.0311263 | Time: 4098.63 ms
[2021-08-21 10:36:49 main:574] : INFO : Epoch 1575 | loss: 0.031103 | val_loss: 0.0311252 | Time: 4173.7 ms
[2021-08-21 10:36:54 main:574] : INFO : Epoch 1576 | loss: 0.0311011 | val_loss: 0.0311246 | Time: 4133.34 ms
[2021-08-21 10:36:58 main:574] : INFO : Epoch 1577 | loss: 0.0311021 | val_loss: 0.0311231 | Time: 4376.08 ms
[2021-08-21 10:37:02 main:574] : INFO : Epoch 1578 | loss: 0.0311045 | val_loss: 0.0311257 | Time: 4217.01 ms
[2021-08-21 10:37:06 main:574] : INFO : Epoch 1579 | loss: 0.0311022 | val_loss: 0.0311303 | Time: 4058.39 ms
[2021-08-21 10:37:10 main:574] : INFO : Epoch 1580 | loss: 0.0311038 | val_loss: 0.0311243 | Time: 4045.06 ms
[2021-08-21 10:37:14 main:574] : INFO : Epoch 1581 | loss: 0.0311034 | val_loss: 0.0311242 | Time: 4029.09 ms
[2021-08-21 10:37:19 main:574] : INFO : Epoch 1582 | loss: 0.031103 | val_loss: 0.0311291 | Time: 4064.29 ms
[2021-08-21 10:37:23 main:574] : INFO : Epoch 1583 | loss: 0.0311168 | val_loss: 0.0311323 | Time: 4145.23 ms
[2021-08-21 10:37:27 main:574] : INFO : Epoch 1584 | loss: 0.0311215 | val_loss: 0.0311304 | Time: 4083.36 ms
[2021-08-21 10:37:31 main:574] : INFO : Epoch 1585 | loss: 0.0311183 | val_loss: 0.0311304 | Time: 4105.5 ms
[2021-08-21 10:37:35 main:574] : INFO : Epoch 1586 | loss: 0.0311163 | val_loss: 0.0311293 | Time: 4188.86 ms
[2021-08-21 10:37:39 main:574] : INFO : Epoch 1587 | loss: 0.0311149 | val_loss: 0.0311284 | Time: 4174.21 ms
[2021-08-21 10:37:44 main:574] : INFO : Epoch 1588 | loss: 0.0311138 | val_loss: 0.0311243 | Time: 4159.73 ms
[2021-08-21 10:37:48 main:574] : INFO : Epoch 1589 | loss: 0.0311134 | val_loss: 0.0311275 | Time: 4164.71 ms
[2021-08-21 10:37:52 main:574] : INFO : Epoch 1590 | loss: 0.0311144 | val_loss: 0.0311243 | Time: 4140.06 ms
[2021-08-21 10:37:56 main:574] : INFO : Epoch 1591 | loss: 0.0311116 | val_loss: 0.0311263 | Time: 4060.2 ms
[2021-08-21 10:38:00 main:574] : INFO : Epoch 1592 | loss: 0.0311124 | val_loss: 0.031125 | Time: 4183.07 ms
[2021-08-21 10:38:04 main:574] : INFO : Epoch 1593 | loss: 0.0311098 | val_loss: 0.0311261 | Time: 4202.42 ms
[2021-08-21 10:38:08 main:574] : INFO : Epoch 1594 | loss: 0.0311087 | val_loss: 0.0311282 | Time: 4104.24 ms
[2021-08-21 10:38:13 main:574] : INFO : Epoch 1595 | loss: 0.0311092 | val_loss: 0.0311253 | Time: 4012.37 ms
[2021-08-21 10:38:17 main:574] : INFO : Epoch 1596 | loss: 0.0311086 | val_loss: 0.0311302 | Time: 4007.65 ms
[2021-08-21 10:38:21 main:574] : INFO : Epoch 1597 | loss: 0.0311089 | val_loss: 0.0311305 | Time: 4106.68 ms
[2021-08-21 10:38:25 main:574] : INFO : Epoch 1598 | loss: 0.031108 | val_loss: 0.031131 | Time: 4079.17 ms
[2021-08-21 10:38:29 main:574] : INFO : Epoch 1599 | loss: 0.0311074 | val_loss: 0.0311253 | Time: 4076.61 ms
[2021-08-21 10:38:33 main:574] : INFO : Epoch 1600 | loss: 0.0311051 | val_loss: 0.0311248 | Time: 4187.13 ms
[2021-08-21 10:38:37 main:574] : INFO : Epoch 1601 | loss: 0.0311046 | val_loss: 0.031125 | Time: 4132.56 ms
[2021-08-21 10:38:41 main:574] : INFO : Epoch 1602 | loss: 0.031104 | val_loss: 0.0311241 | Time: 4121.56 ms
[2021-08-21 10:38:46 main:574] : INFO : Epoch 1603 | loss: 0.0311055 | val_loss: 0.0311227 | Time: 4114.21 ms
[2021-08-21 10:38:50 main:574] : INFO : Epoch 1604 | loss: 0.0311041 | val_loss: 0.0311254 | Time: 4134.1 ms
[2021-08-21 10:38:54 main:574] : INFO : Epoch 1605 | loss: 0.0311039 | val_loss: 0.0311234 | Time: 4168.62 ms
[2021-08-21 10:38:58 main:574] : INFO : Epoch 1606 | loss: 0.0311047 | val_loss: 0.0311232 | Time: 4297.74 ms
[2021-08-21 10:39:03 main:574] : INFO : Epoch 1607 | loss: 0.0311081 | val_loss: 0.0311326 | Time: 4391.43 ms
[2021-08-21 10:39:07 main:574] : INFO : Epoch 1608 | loss: 0.0311067 | val_loss: 0.0311282 | Time: 4167.45 ms
[2021-08-21 10:39:11 main:574] : INFO : Epoch 1609 | loss: 0.0311047 | val_loss: 0.0311241 | Time: 4159.74 ms
[2021-08-21 10:39:15 main:574] : INFO : Epoch 1610 | loss: 0.0311036 | val_loss: 0.0311253 | Time: 4118.07 ms
[2021-08-21 10:39:19 main:574] : INFO : Epoch 1611 | loss: 0.0311019 | val_loss: 0.0311286 | Time: 4308.12 ms
[2021-08-21 10:39:24 main:574] : INFO : Epoch 1612 | loss: 0.0311018 | val_loss: 0.0311291 | Time: 4215.46 ms
[2021-08-21 10:39:28 main:574] : INFO : Epoch 1613 | loss: 0.0311029 | val_loss: 0.0311264 | Time: 4123.88 ms
[2021-08-21 10:39:32 main:574] : INFO : Epoch 1614 | loss: 0.0311024 | val_loss: 0.0311282 | Time: 4172.78 ms
[2021-08-21 10:39:36 main:574] : INFO : Epoch 1615 | loss: 0.0311016 | val_loss: 0.0311286 | Time: 4189.26 ms
[2021-08-21 10:39:40 main:574] : INFO : Epoch 1616 | loss: 0.031103 | val_loss: 0.0311239 | Time: 4133.07 ms
[2021-08-21 10:39:44 main:574] : INFO : Epoch 1617 | loss: 0.0311042 | val_loss: 0.0311249 | Time: 4114.86 ms
[2021-08-21 10:39:48 main:574] : INFO : Epoch 1618 | loss: 0.031104 | val_loss: 0.0311247 | Time: 4047.6 ms
[2021-08-21 10:39:53 main:574] : INFO : Epoch 1619 | loss: 0.0311041 | val_loss: 0.0311242 | Time: 4079.45 ms
[2021-08-21 10:39:57 main:574] : INFO : Epoch 1620 | loss: 0.0311043 | val_loss: 0.03113 | Time: 4181.23 ms
[2021-08-21 10:40:01 main:574] : INFO : Epoch 1621 | loss: 0.0311045 | val_loss: 0.0311258 | Time: 4294.86 ms
[2021-08-21 10:40:05 main:574] : INFO : Epoch 1622 | loss: 0.0311069 | val_loss: 0.0311274 | Time: 4192.43 ms
[2021-08-21 10:40:09 main:574] : INFO : Epoch 1623 | loss: 0.0311103 | val_loss: 0.0311258 | Time: 4055.75 ms
[2021-08-21 10:40:14 main:574] : INFO : Epoch 1624 | loss: 0.0311118 | val_loss: 0.0311249 | Time: 4178.99 ms
[2021-08-21 10:40:18 main:574] : INFO : Epoch 1625 | loss: 0.031106 | val_loss: 0.0311264 | Time: 4178.92 ms
[2021-08-21 10:40:22 main:574] : INFO : Epoch 1626 | loss: 0.0311041 | val_loss: 0.0311313 | Time: 4140.76 ms
[2021-08-21 10:40:26 main:574] : INFO : Epoch 1627 | loss: 0.0311077 | val_loss: 0.0311285 | Time: 4210.04 ms
[2021-08-21 10:40:30 main:574] : INFO : Epoch 1628 | loss: 0.0311025 | val_loss: 0.0311276 | Time: 4040.58 ms
[2021-08-21 10:40:34 main:574] : INFO : Epoch 1629 | loss: 0.031103 | val_loss: 0.0311239 | Time: 4069.85 ms
[2021-08-21 10:40:39 main:574] : INFO : Epoch 1630 | loss: 0.0311027 | val_loss: 0.0311296 | Time: 4169.39 ms
[2021-08-21 10:40:43 main:574] : INFO : Epoch 1631 | loss: 0.0311064 | val_loss: 0.0311346 | Time: 4132.61 ms
[2021-08-21 10:40:47 main:574] : INFO : Epoch 1632 | loss: 0.0311166 | val_loss: 0.0311307 | Time: 4068.37 ms
[2021-08-21 10:40:51 main:574] : INFO : Epoch 1633 | loss: 0.0311148 | val_loss: 0.03113 | Time: 4153.26 ms
[2021-08-21 10:40:55 main:574] : INFO : Epoch 1634 | loss: 0.0311132 | val_loss: 0.0311328 | Time: 4194.32 ms
[2021-08-21 10:40:59 main:574] : INFO : Epoch 1635 | loss: 0.0311111 | val_loss: 0.0311278 | Time: 4175.94 ms
[2021-08-21 10:41:04 main:574] : INFO : Epoch 1636 | loss: 0.03111 | val_loss: 0.0311299 | Time: 4181.54 ms
[2021-08-21 10:41:08 main:574] : INFO : Epoch 1637 | loss: 0.0311096 | val_loss: 0.0311282 | Time: 4112.14 ms
[2021-08-21 10:41:12 main:574] : INFO : Epoch 1638 | loss: 0.0311106 | val_loss: 0.0311256 | Time: 4041.49 ms
[2021-08-21 10:41:16 main:574] : INFO : Epoch 1639 | loss: 0.031106 | val_loss: 0.0311261 | Time: 4089.18 ms
[2021-08-21 10:41:20 main:574] : INFO : Epoch 1640 | loss: 0.0311027 | val_loss: 0.0311225 | Time: 4061.54 ms
[2021-08-21 10:41:24 main:574] : INFO : Epoch 1641 | loss: 0.0311026 | val_loss: 0.031129 | Time: 4067.45 ms
[2021-08-21 10:41:28 main:574] : INFO : Epoch 1642 | loss: 0.031103 | val_loss: 0.0311337 | Time: 4169.9 ms
[2021-08-21 10:41:32 main:574] : INFO : Epoch 1643 | loss: 0.0311076 | val_loss: 0.0311467 | Time: 4183.05 ms
[2021-08-21 10:41:37 main:574] : INFO : Epoch 1644 | loss: 0.0311049 | val_loss: 0.0311241 | Time: 4240.21 ms
[2021-08-21 10:41:41 main:574] : INFO : Epoch 1645 | loss: 0.0311006 | val_loss: 0.0311279 | Time: 4208.8 ms
[2021-08-21 10:41:45 main:574] : INFO : Epoch 1646 | loss: 0.0311033 | val_loss: 0.0311331 | Time: 4119.98 ms
[2021-08-21 10:41:49 main:574] : INFO : Epoch 1647 | loss: 0.031101 | val_loss: 0.0311289 | Time: 4222.85 ms
[2021-08-21 10:41:54 main:574] : INFO : Epoch 1648 | loss: 0.0311001 | val_loss: 0.031126 | Time: 4282.81 ms
[2021-08-21 10:41:58 main:574] : INFO : Epoch 1649 | loss: 0.0310991 | val_loss: 0.031123 | Time: 4227.93 ms
[2021-08-21 10:42:02 main:574] : INFO : Epoch 1650 | loss: 0.0311005 | val_loss: 0.0311269 | Time: 4286.47 ms
[2021-08-21 10:42:06 main:574] : INFO : Epoch 1651 | loss: 0.0310994 | val_loss: 0.0311269 | Time: 4045.41 ms
[2021-08-21 10:42:10 main:574] : INFO : Epoch 1652 | loss: 0.0310989 | val_loss: 0.0311264 | Time: 4068.7 ms
[2021-08-21 10:42:14 main:574] : INFO : Epoch 1653 | loss: 0.0310982 | val_loss: 0.0311255 | Time: 4033.67 ms
[2021-08-21 10:42:19 main:574] : INFO : Epoch 1654 | loss: 0.0310997 | val_loss: 0.0311251 | Time: 4047.79 ms
[2021-08-21 10:42:23 main:574] : INFO : Epoch 1655 | loss: 0.0310998 | val_loss: 0.0311246 | Time: 4097.52 ms
[2021-08-21 10:42:27 main:574] : INFO : Epoch 1656 | loss: 0.0311011 | val_loss: 0.0311246 | Time: 4052.76 ms
[2021-08-21 10:42:31 main:574] : INFO : Epoch 1657 | loss: 0.0310988 | val_loss: 0.0311303 | Time: 4160.88 ms
[2021-08-21 10:42:35 main:574] : INFO : Epoch 1658 | loss: 0.0310985 | val_loss: 0.031126 | Time: 4148.97 ms
[2021-08-21 10:42:39 main:574] : INFO : Epoch 1659 | loss: 0.0310977 | val_loss: 0.0311283 | Time: 4133.67 ms
[2021-08-21 10:42:43 main:574] : INFO : Epoch 1660 | loss: 0.0310984 | val_loss: 0.0311276 | Time: 4219.21 ms
[2021-08-21 10:42:48 main:574] : INFO : Epoch 1661 | loss: 0.0310979 | val_loss: 0.0311261 | Time: 4197.34 ms
[2021-08-21 10:42:52 main:574] : INFO : Epoch 1662 | loss: 0.0311041 | val_loss: 0.0311274 | Time: 4163.46 ms
[2021-08-21 10:42:56 main:574] : INFO : Epoch 1663 | loss: 0.0311005 | val_loss: 0.0311306 | Time: 4172 ms
[2021-08-21 10:43:00 main:574] : INFO : Epoch 1664 | loss: 0.0311009 | val_loss: 0.0311264 | Time: 4084.66 ms
[2021-08-21 10:43:04 main:574] : INFO : Epoch 1665 | loss: 0.0310974 | val_loss: 0.031128 | Time: 4093.41 ms
[2021-08-21 10:43:08 main:574] : INFO : Epoch 1666 | loss: 0.0311018 | val_loss: 0.0311238 | Time: 4045.1 ms
[2021-08-21 10:43:12 main:574] : INFO : Epoch 1667 | loss: 0.0311057 | val_loss: 0.0311244 | Time: 4014.66 ms
[2021-08-21 10:43:16 main:574] : INFO : Epoch 1668 | loss: 0.0311034 | val_loss: 0.0311305 | Time: 4057.9 ms
[2021-08-21 10:43:20 main:574] : INFO : Epoch 1669 | loss: 0.0311021 | val_loss: 0.0311295 | Time: 4046.55 ms
[2021-08-21 10:43:25 main:574] : INFO : Epoch 1670 | loss: 0.0311041 | val_loss: 0.0311285 | Time: 4090.47 ms
[2021-08-21 10:43:29 main:574] : INFO : Epoch 1671 | loss: 0.0311059 | val_loss: 0.0311291 | Time: 4095.55 ms
[2021-08-21 10:43:33 main:574] : INFO : Epoch 1672 | loss: 0.0311048 | val_loss: 0.0311288 | Time: 4134.83 ms
[2021-08-21 10:43:37 main:574] : INFO : Epoch 1673 | loss: 0.0311051 | val_loss: 0.031128 | Time: 4068.9 ms
[2021-08-21 10:43:41 main:574] : INFO : Epoch 1674 | loss: 0.0311017 | val_loss: 0.0311317 | Time: 4180.44 ms
[2021-08-21 10:43:45 main:574] : INFO : Epoch 1675 | loss: 0.0311015 | val_loss: 0.0311276 | Time: 4089.99 ms
[2021-08-21 10:43:49 main:574] : INFO : Epoch 1676 | loss: 0.0311009 | val_loss: 0.0311267 | Time: 4186.9 ms
[2021-08-21 10:43:54 main:574] : INFO : Epoch 1677 | loss: 0.0311027 | val_loss: 0.031133 | Time: 4114.66 ms
[2021-08-21 10:43:58 main:574] : INFO : Epoch 1678 | loss: 0.0311063 | val_loss: 0.0311291 | Time: 4207.75 ms
[2021-08-21 10:44:02 main:574] : INFO : Epoch 1679 | loss: 0.0311085 | val_loss: 0.0311306 | Time: 4108.05 ms
[2021-08-21 10:44:06 main:574] : INFO : Epoch 1680 | loss: 0.0311129 | val_loss: 0.0311223 | Time: 4144.05 ms
[2021-08-21 10:44:10 main:574] : INFO : Epoch 1681 | loss: 0.0311091 | val_loss: 0.0311305 | Time: 4175.37 ms
[2021-08-21 10:44:14 main:574] : INFO : Epoch 1682 | loss: 0.0311165 | val_loss: 0.031128 | Time: 4055.21 ms
[2021-08-21 10:44:19 main:574] : INFO : Epoch 1683 | loss: 0.0311145 | val_loss: 0.031122 | Time: 4144.84 ms
[2021-08-21 10:44:23 main:574] : INFO : Epoch 1684 | loss: 0.0311132 | val_loss: 0.0311218 | Time: 4138.67 ms
[2021-08-21 10:44:27 main:574] : INFO : Epoch 1685 | loss: 0.0311118 | val_loss: 0.0311232 | Time: 4232.18 ms
[2021-08-21 10:44:31 main:574] : INFO : Epoch 1686 | loss: 0.03111 | val_loss: 0.0311205 | Time: 4073.21 ms
[2021-08-21 10:44:35 main:574] : INFO : Epoch 1687 | loss: 0.0311083 | val_loss: 0.0311248 | Time: 4061.8 ms
[2021-08-21 10:44:39 main:574] : INFO : Epoch 1688 | loss: 0.0311072 | val_loss: 0.0311226 | Time: 4170.38 ms
[2021-08-21 10:44:43 main:574] : INFO : Epoch 1689 | loss: 0.0311068 | val_loss: 0.0311256 | Time: 4066.21 ms
[2021-08-21 10:44:48 main:574] : INFO : Epoch 1690 | loss: 0.0311084 | val_loss: 0.0311271 | Time: 4119.86 ms
[2021-08-21 10:44:52 main:574] : INFO : Epoch 1691 | loss: 0.0311057 | val_loss: 0.0311261 | Time: 4034.47 ms
[2021-08-21 10:44:56 main:574] : INFO : Epoch 1692 | loss: 0.0311058 | val_loss: 0.0311259 | Time: 3998.04 ms
[2021-08-21 10:45:00 main:574] : INFO : Epoch 1693 | loss: 0.0311085 | val_loss: 0.0311247 | Time: 4196.68 ms
[2021-08-21 10:45:04 main:574] : INFO : Epoch 1694 | loss: 0.0311069 | val_loss: 0.0311232 | Time: 4082.67 ms
[2021-08-21 10:45:08 main:574] : INFO : Epoch 1695 | loss: 0.0311042 | val_loss: 0.031124 | Time: 4120.68 ms
[2021-08-21 10:45:12 main:574] : INFO : Epoch 1696 | loss: 0.0311038 | val_loss: 0.0311221 | Time: 4158.05 ms
[2021-08-21 10:45:16 main:574] : INFO : Epoch 1697 | loss: 0.031103 | val_loss: 0.0311274 | Time: 4087.28 ms
[2021-08-21 10:45:21 main:574] : INFO : Epoch 1698 | loss: 0.0311035 | val_loss: 0.0311229 | Time: 4113.61 ms
[2021-08-21 10:45:25 main:574] : INFO : Epoch 1699 | loss: 0.0311033 | val_loss: 0.0311238 | Time: 4136.31 ms
[2021-08-21 10:45:29 main:574] : INFO : Epoch 1700 | loss: 0.0311004 | val_loss: 0.0311242 | Time: 4197.35 ms
[2021-08-21 10:45:33 main:574] : INFO : Epoch 1701 | loss: 0.0311009 | val_loss: 0.0311212 | Time: 4198.76 ms
[2021-08-21 10:45:37 main:574] : INFO : Epoch 1702 | loss: 0.0311002 | val_loss: 0.0311242 | Time: 4097.71 ms
[2021-08-21 10:45:41 main:574] : INFO : Epoch 1703 | loss: 0.0310998 | val_loss: 0.0311215 | Time: 4145.6 ms
[2021-08-21 10:45:46 main:574] : INFO : Epoch 1704 | loss: 0.0311012 | val_loss: 0.0311255 | Time: 4156.68 ms
[2021-08-21 10:45:50 main:574] : INFO : Epoch 1705 | loss: 0.031099 | val_loss: 0.0311207 | Time: 4083.8 ms
[2021-08-21 10:45:54 main:574] : INFO : Epoch 1706 | loss: 0.0310987 | val_loss: 0.0311224 | Time: 4062.5 ms
[2021-08-21 10:45:58 main:574] : INFO : Epoch 1707 | loss: 0.0310987 | val_loss: 0.0311239 | Time: 4120.14 ms
[2021-08-21 10:46:02 main:574] : INFO : Epoch 1708 | loss: 0.0310995 | val_loss: 0.0311224 | Time: 4089.88 ms
[2021-08-21 10:46:06 main:574] : INFO : Epoch 1709 | loss: 0.0311006 | val_loss: 0.031126 | Time: 4107.42 ms
[2021-08-21 10:46:10 main:574] : INFO : Epoch 1710 | loss: 0.0310988 | val_loss: 0.0311254 | Time: 4094.99 ms
[2021-08-21 10:46:14 main:574] : INFO : Epoch 1711 | loss: 0.0311008 | val_loss: 0.031129 | Time: 4090.24 ms
[2021-08-21 10:46:19 main:574] : INFO : Epoch 1712 | loss: 0.0311006 | val_loss: 0.0311219 | Time: 4111.95 ms
[2021-08-21 10:46:23 main:574] : INFO : Epoch 1713 | loss: 0.031098 | val_loss: 0.031121 | Time: 4065.86 ms
[2021-08-21 10:46:27 main:574] : INFO : Epoch 1714 | loss: 0.0310966 | val_loss: 0.0311219 | Time: 4000.95 ms
[2021-08-21 10:46:31 main:574] : INFO : Epoch 1715 | loss: 0.0310964 | val_loss: 0.031122 | Time: 4139.1 ms
[2021-08-21 10:46:35 main:574] : INFO : Epoch 1716 | loss: 0.0310985 | val_loss: 0.0311234 | Time: 4146.76 ms
[2021-08-21 10:46:39 main:574] : INFO : Epoch 1717 | loss: 0.0311009 | val_loss: 0.0311271 | Time: 4083.54 ms
[2021-08-21 10:46:43 main:574] : INFO : Epoch 1718 | loss: 0.0311057 | val_loss: 0.0311264 | Time: 4109.91 ms
[2021-08-21 10:46:47 main:574] : INFO : Epoch 1719 | loss: 0.0311089 | val_loss: 0.0311251 | Time: 4235.96 ms
[2021-08-21 10:46:52 main:574] : INFO : Epoch 1720 | loss: 0.0311056 | val_loss: 0.0311303 | Time: 4220.44 ms
[2021-08-21 10:46:56 main:574] : INFO : Epoch 1721 | loss: 0.0311053 | val_loss: 0.0311212 | Time: 3995.3 ms
[2021-08-21 10:47:00 main:574] : INFO : Epoch 1722 | loss: 0.0311048 | val_loss: 0.0311223 | Time: 4215.54 ms
[2021-08-21 10:47:04 main:574] : INFO : Epoch 1723 | loss: 0.0311026 | val_loss: 0.0311274 | Time: 4163.93 ms
[2021-08-21 10:47:08 main:574] : INFO : Epoch 1724 | loss: 0.0311069 | val_loss: 0.0311312 | Time: 4196.37 ms
[2021-08-21 10:47:13 main:574] : INFO : Epoch 1725 | loss: 0.0311027 | val_loss: 0.0311245 | Time: 4125.74 ms
[2021-08-21 10:47:17 main:574] : INFO : Epoch 1726 | loss: 0.0310995 | val_loss: 0.0311228 | Time: 4495.7 ms
[2021-08-21 10:47:21 main:574] : INFO : Epoch 1727 | loss: 0.0310989 | val_loss: 0.0311245 | Time: 4198.56 ms
[2021-08-21 10:47:25 main:574] : INFO : Epoch 1728 | loss: 0.0310969 | val_loss: 0.031123 | Time: 4222.75 ms
[2021-08-21 10:47:30 main:574] : INFO : Epoch 1729 | loss: 0.0310971 | val_loss: 0.0311218 | Time: 4075.94 ms
[2021-08-21 10:47:34 main:574] : INFO : Epoch 1730 | loss: 0.0310959 | val_loss: 0.0311246 | Time: 4159.9 ms
[2021-08-21 10:47:38 main:574] : INFO : Epoch 1731 | loss: 0.0310959 | val_loss: 0.0311272 | Time: 4078.51 ms
[2021-08-21 10:47:42 main:574] : INFO : Epoch 1732 | loss: 0.0310963 | val_loss: 0.0311241 | Time: 4206.23 ms
[2021-08-21 10:47:46 main:574] : INFO : Epoch 1733 | loss: 0.0310969 | val_loss: 0.0311239 | Time: 4107.2 ms
[2021-08-21 10:47:50 main:574] : INFO : Epoch 1734 | loss: 0.0310976 | val_loss: 0.0311241 | Time: 4186.02 ms
[2021-08-21 10:47:55 main:574] : INFO : Epoch 1735 | loss: 0.0310963 | val_loss: 0.0311247 | Time: 4067.14 ms
[2021-08-21 10:47:59 main:574] : INFO : Epoch 1736 | loss: 0.0310947 | val_loss: 0.0311219 | Time: 4122.45 ms
[2021-08-21 10:48:03 main:574] : INFO : Epoch 1737 | loss: 0.0310951 | val_loss: 0.0311216 | Time: 4099.57 ms
[2021-08-21 10:48:07 main:574] : INFO : Epoch 1738 | loss: 0.0310955 | val_loss: 0.0311249 | Time: 4031.56 ms
[2021-08-21 10:48:11 main:574] : INFO : Epoch 1739 | loss: 0.031097 | val_loss: 0.0311291 | Time: 4069.32 ms
[2021-08-21 10:48:15 main:574] : INFO : Epoch 1740 | loss: 0.0310982 | val_loss: 0.0311235 | Time: 4082.77 ms
[2021-08-21 10:48:19 main:574] : INFO : Epoch 1741 | loss: 0.0310964 | val_loss: 0.031127 | Time: 4031.95 ms
[2021-08-21 10:48:23 main:574] : INFO : Epoch 1742 | loss: 0.0310961 | val_loss: 0.031124 | Time: 4042.98 ms
[2021-08-21 10:48:27 main:574] : INFO : Epoch 1743 | loss: 0.0310941 | val_loss: 0.0311239 | Time: 4120.06 ms
[2021-08-21 10:48:31 main:574] : INFO : Epoch 1744 | loss: 0.0310945 | val_loss: 0.0311246 | Time: 4122.79 ms
[2021-08-21 10:48:35 main:574] : INFO : Epoch 1745 | loss: 0.0310983 | val_loss: 0.0311241 | Time: 4029.94 ms
[2021-08-21 10:48:40 main:574] : INFO : Epoch 1746 | loss: 0.0311025 | val_loss: 0.0311354 | Time: 4104.04 ms
[2021-08-21 10:48:44 main:574] : INFO : Epoch 1747 | loss: 0.0311068 | val_loss: 0.0311295 | Time: 4305.08 ms
[2021-08-21 10:48:48 main:574] : INFO : Epoch 1748 | loss: 0.031109 | val_loss: 0.031137 | Time: 4061.07 ms
[2021-08-21 10:48:52 main:574] : INFO : Epoch 1749 | loss: 0.0311079 | val_loss: 0.0311339 | Time: 4133.38 ms
[2021-08-21 10:48:56 main:574] : INFO : Epoch 1750 | loss: 0.0311085 | val_loss: 0.0311314 | Time: 4095.17 ms
[2021-08-21 10:49:00 main:574] : INFO : Epoch 1751 | loss: 0.0311035 | val_loss: 0.0311341 | Time: 4048.74 ms
[2021-08-21 10:49:04 main:574] : INFO : Epoch 1752 | loss: 0.0311018 | val_loss: 0.0311325 | Time: 4058.66 ms
[2021-08-21 10:49:08 main:574] : INFO : Epoch 1753 | loss: 0.0311002 | val_loss: 0.0311288 | Time: 4045.53 ms
[2021-08-21 10:49:13 main:574] : INFO : Epoch 1754 | loss: 0.0310989 | val_loss: 0.0311337 | Time: 4103.74 ms
[2021-08-21 10:49:17 main:574] : INFO : Epoch 1755 | loss: 0.0311002 | val_loss: 0.0311393 | Time: 4125.32 ms
[2021-08-21 10:49:21 main:574] : INFO : Epoch 1756 | loss: 0.0311002 | val_loss: 0.0311387 | Time: 4175.73 ms
[2021-08-21 10:49:25 main:574] : INFO : Epoch 1757 | loss: 0.0310986 | val_loss: 0.0311356 | Time: 4174.13 ms
[2021-08-21 10:49:29 main:574] : INFO : Epoch 1758 | loss: 0.0311043 | val_loss: 0.0311314 | Time: 4194.49 ms
[2021-08-21 10:49:33 main:574] : INFO : Epoch 1759 | loss: 0.0311059 | val_loss: 0.0311321 | Time: 4034.44 ms
[2021-08-21 10:49:38 main:574] : INFO : Epoch 1760 | loss: 0.031102 | val_loss: 0.0311352 | Time: 4145.83 ms
[2021-08-21 10:49:42 main:574] : INFO : Epoch 1761 | loss: 0.0311014 | val_loss: 0.0311307 | Time: 4140.84 ms
[2021-08-21 10:49:46 main:574] : INFO : Epoch 1762 | loss: 0.0311039 | val_loss: 0.0311255 | Time: 4143.37 ms
[2021-08-21 10:49:50 main:574] : INFO : Epoch 1763 | loss: 0.0311094 | val_loss: 0.0311262 | Time: 4148.23 ms
[2021-08-21 10:49:54 main:574] : INFO : Epoch 1764 | loss: 0.0311074 | val_loss: 0.0311376 | Time: 4153.88 ms
[2021-08-21 10:49:58 main:574] : INFO : Epoch 1765 | loss: 0.0311113 | val_loss: 0.0311293 | Time: 4095.64 ms
[2021-08-21 10:50:03 main:574] : INFO : Epoch 1766 | loss: 0.0311099 | val_loss: 0.031132 | Time: 4170.42 ms
[2021-08-21 10:50:07 main:574] : INFO : Epoch 1767 | loss: 0.0311074 | val_loss: 0.0311296 | Time: 4116.28 ms
[2021-08-21 10:50:11 main:574] : INFO : Epoch 1768 | loss: 0.0311042 | val_loss: 0.031133 | Time: 4111.87 ms
[2021-08-21 10:50:15 main:574] : INFO : Epoch 1769 | loss: 0.031103 | val_loss: 0.0311288 | Time: 4140.62 ms
[2021-08-21 10:50:19 main:574] : INFO : Epoch 1770 | loss: 0.0311033 | val_loss: 0.0311318 | Time: 4177.93 ms
[2021-08-21 10:50:23 main:574] : INFO : Epoch 1771 | loss: 0.0311028 | val_loss: 0.0311333 | Time: 4141.76 ms
[2021-08-21 10:50:28 main:574] : INFO : Epoch 1772 | loss: 0.0311013 | val_loss: 0.0311334 | Time: 4056.67 ms
[2021-08-21 10:50:32 main:574] : INFO : Epoch 1773 | loss: 0.0310997 | val_loss: 0.0311319 | Time: 4171.2 ms
[2021-08-21 10:50:36 main:574] : INFO : Epoch 1774 | loss: 0.0310989 | val_loss: 0.031136 | Time: 4010.13 ms
[2021-08-21 10:50:40 main:574] : INFO : Epoch 1775 | loss: 0.0310986 | val_loss: 0.031125 | Time: 4212.24 ms
[2021-08-21 10:50:44 main:574] : INFO : Epoch 1776 | loss: 0.0311007 | val_loss: 0.0311272 | Time: 4134.33 ms
[2021-08-21 10:50:48 main:574] : INFO : Epoch 1777 | loss: 0.0310961 | val_loss: 0.0311257 | Time: 4126.38 ms
[2021-08-21 10:50:52 main:574] : INFO : Epoch 1778 | loss: 0.0310983 | val_loss: 0.031123 | Time: 4191.52 ms
[2021-08-21 10:50:57 main:574] : INFO : Epoch 1779 | loss: 0.0310971 | val_loss: 0.0311217 | Time: 4082.38 ms
[2021-08-21 10:51:01 main:574] : INFO : Epoch 1780 | loss: 0.0310961 | val_loss: 0.0311246 | Time: 4070.43 ms
[2021-08-21 10:51:05 main:574] : INFO : Epoch 1781 | loss: 0.0310989 | val_loss: 0.0311255 | Time: 4076.56 ms
[2021-08-21 10:51:09 main:574] : INFO : Epoch 1782 | loss: 0.0310966 | val_loss: 0.0311206 | Time: 4021.15 ms
[2021-08-21 10:51:13 main:574] : INFO : Epoch 1783 | loss: 0.0310943 | val_loss: 0.0311226 | Time: 4071.92 ms
[2021-08-21 10:51:17 main:574] : INFO : Epoch 1784 | loss: 0.0310982 | val_loss: 0.0311258 | Time: 3978.02 ms
[2021-08-21 10:51:21 main:574] : INFO : Epoch 1785 | loss: 0.0310974 | val_loss: 0.0311245 | Time: 4100.33 ms
[2021-08-21 10:51:25 main:574] : INFO : Epoch 1786 | loss: 0.0310985 | val_loss: 0.0311226 | Time: 4090.65 ms
[2021-08-21 10:51:29 main:574] : INFO : Epoch 1787 | loss: 0.031099 | val_loss: 0.0311172 | Time: 4096.36 ms
[2021-08-21 10:51:34 main:574] : INFO : Epoch 1788 | loss: 0.0311039 | val_loss: 0.0311206 | Time: 4243.9 ms
[2021-08-21 10:51:38 main:574] : INFO : Epoch 1789 | loss: 0.0311016 | val_loss: 0.0311176 | Time: 4118.09 ms
[2021-08-21 10:51:42 main:574] : INFO : Epoch 1790 | loss: 0.0310991 | val_loss: 0.0311185 | Time: 4113.69 ms
[2021-08-21 10:51:46 main:574] : INFO : Epoch 1791 | loss: 0.0310985 | val_loss: 0.0311219 | Time: 4038.42 ms
[2021-08-21 10:51:50 main:574] : INFO : Epoch 1792 | loss: 0.0310951 | val_loss: 0.0311232 | Time: 4075.95 ms
[2021-08-21 10:51:54 main:574] : INFO : Epoch 1793 | loss: 0.0310941 | val_loss: 0.0311239 | Time: 4111.49 ms
[2021-08-21 10:51:58 main:574] : INFO : Epoch 1794 | loss: 0.0310934 | val_loss: 0.0311201 | Time: 4052.83 ms
[2021-08-21 10:52:03 main:574] : INFO : Epoch 1795 | loss: 0.0310933 | val_loss: 0.0311258 | Time: 4358.18 ms
[2021-08-21 10:52:07 main:574] : INFO : Epoch 1796 | loss: 0.0310936 | val_loss: 0.0311246 | Time: 4114.18 ms
[2021-08-21 10:52:11 main:574] : INFO : Epoch 1797 | loss: 0.0310939 | val_loss: 0.0311263 | Time: 4069.2 ms
[2021-08-21 10:52:15 main:574] : INFO : Epoch 1798 | loss: 0.0310918 | val_loss: 0.0311211 | Time: 4036.55 ms
[2021-08-21 10:52:19 main:574] : INFO : Epoch 1799 | loss: 0.0310914 | val_loss: 0.0311231 | Time: 4068.47 ms
[2021-08-21 10:52:23 main:574] : INFO : Epoch 1800 | loss: 0.0310909 | val_loss: 0.0311251 | Time: 4190.76 ms
[2021-08-21 10:52:27 main:574] : INFO : Epoch 1801 | loss: 0.0310921 | val_loss: 0.0311207 | Time: 4105.26 ms
[2021-08-21 10:52:31 main:574] : INFO : Epoch 1802 | loss: 0.0310926 | val_loss: 0.0311254 | Time: 4055.24 ms
[2021-08-21 10:52:35 main:574] : INFO : Epoch 1803 | loss: 0.0310928 | val_loss: 0.0311235 | Time: 4074.06 ms
[2021-08-21 10:52:40 main:574] : INFO : Epoch 1804 | loss: 0.0310921 | val_loss: 0.0311219 | Time: 4164.55 ms
[2021-08-21 10:52:44 main:574] : INFO : Epoch 1805 | loss: 0.0310935 | val_loss: 0.031121 | Time: 4179.66 ms
[2021-08-21 10:52:48 main:574] : INFO : Epoch 1806 | loss: 0.0310955 | val_loss: 0.0311233 | Time: 4057.58 ms
[2021-08-21 10:52:52 main:574] : INFO : Epoch 1807 | loss: 0.0310958 | val_loss: 0.0311227 | Time: 4097.11 ms
[2021-08-21 10:52:56 main:574] : INFO : Epoch 1808 | loss: 0.0310957 | val_loss: 0.0311235 | Time: 4200.42 ms
[2021-08-21 10:53:00 main:574] : INFO : Epoch 1809 | loss: 0.0310954 | val_loss: 0.03112 | Time: 4191.44 ms
[2021-08-21 10:53:05 main:574] : INFO : Epoch 1810 | loss: 0.0310984 | val_loss: 0.0311259 | Time: 4084.66 ms
[2021-08-21 10:53:09 main:574] : INFO : Epoch 1811 | loss: 0.031096 | val_loss: 0.0311216 | Time: 4148.72 ms
[2021-08-21 10:53:13 main:574] : INFO : Epoch 1812 | loss: 0.0310975 | val_loss: 0.0311218 | Time: 4117.13 ms
[2021-08-21 10:53:17 main:574] : INFO : Epoch 1813 | loss: 0.0310961 | val_loss: 0.0311218 | Time: 4139.9 ms
[2021-08-21 10:53:21 main:574] : INFO : Epoch 1814 | loss: 0.031095 | val_loss: 0.0311242 | Time: 4197.05 ms
[2021-08-21 10:53:25 main:574] : INFO : Epoch 1815 | loss: 0.0310978 | val_loss: 0.0311212 | Time: 4141.61 ms
[2021-08-21 10:53:30 main:574] : INFO : Epoch 1816 | loss: 0.0311038 | val_loss: 0.0311221 | Time: 4284.17 ms
[2021-08-21 10:53:34 main:574] : INFO : Epoch 1817 | loss: 0.0311021 | val_loss: 0.0311233 | Time: 4058.26 ms
[2021-08-21 10:53:38 main:574] : INFO : Epoch 1818 | loss: 0.0310992 | val_loss: 0.0311231 | Time: 4158.06 ms
[2021-08-21 10:53:42 main:574] : INFO : Epoch 1819 | loss: 0.0310961 | val_loss: 0.0311193 | Time: 4087.7 ms
[2021-08-21 10:53:46 main:574] : INFO : Epoch 1820 | loss: 0.0310947 | val_loss: 0.0311243 | Time: 4171.09 ms
[2021-08-21 10:53:50 main:574] : INFO : Epoch 1821 | loss: 0.0310958 | val_loss: 0.0311185 | Time: 4125.8 ms
[2021-08-21 10:53:55 main:574] : INFO : Epoch 1822 | loss: 0.0310914 | val_loss: 0.0311232 | Time: 4133.34 ms
[2021-08-21 10:53:59 main:574] : INFO : Epoch 1823 | loss: 0.0310909 | val_loss: 0.0311187 | Time: 4158.71 ms
[2021-08-21 10:54:03 main:574] : INFO : Epoch 1824 | loss: 0.0310924 | val_loss: 0.0311218 | Time: 4213.28 ms
[2021-08-21 10:54:07 main:574] : INFO : Epoch 1825 | loss: 0.0310923 | val_loss: 0.0311284 | Time: 4103.45 ms
[2021-08-21 10:54:11 main:574] : INFO : Epoch 1826 | loss: 0.0310907 | val_loss: 0.031121 | Time: 4075.99 ms
[2021-08-21 10:54:15 main:574] : INFO : Epoch 1827 | loss: 0.03109 | val_loss: 0.0311321 | Time: 4194.58 ms
[2021-08-21 10:54:20 main:574] : INFO : Epoch 1828 | loss: 0.0310919 | val_loss: 0.0311259 | Time: 4080.42 ms
[2021-08-21 10:54:24 main:574] : INFO : Epoch 1829 | loss: 0.0310936 | val_loss: 0.0311232 | Time: 4309.84 ms
[2021-08-21 10:54:28 main:574] : INFO : Epoch 1830 | loss: 0.031091 | val_loss: 0.0311208 | Time: 4401.43 ms
[2021-08-21 10:54:33 main:574] : INFO : Epoch 1831 | loss: 0.0310925 | val_loss: 0.03112 | Time: 4220.89 ms
[2021-08-21 10:54:37 main:574] : INFO : Epoch 1832 | loss: 0.0310916 | val_loss: 0.0311227 | Time: 4091.98 ms
[2021-08-21 10:54:41 main:574] : INFO : Epoch 1833 | loss: 0.0310916 | val_loss: 0.0311208 | Time: 4077.74 ms
[2021-08-21 10:54:45 main:574] : INFO : Epoch 1834 | loss: 0.031107 | val_loss: 0.0311253 | Time: 4164.97 ms
[2021-08-21 10:54:49 main:574] : INFO : Epoch 1835 | loss: 0.031111 | val_loss: 0.0311216 | Time: 4176.02 ms
[2021-08-21 10:54:53 main:574] : INFO : Epoch 1836 | loss: 0.0311086 | val_loss: 0.0311192 | Time: 4173.16 ms
[2021-08-21 10:54:57 main:574] : INFO : Epoch 1837 | loss: 0.0311065 | val_loss: 0.0311275 | Time: 4142.27 ms
[2021-08-21 10:55:02 main:574] : INFO : Epoch 1838 | loss: 0.0311042 | val_loss: 0.0311239 | Time: 4163.13 ms
[2021-08-21 10:55:06 main:574] : INFO : Epoch 1839 | loss: 0.0311016 | val_loss: 0.0311211 | Time: 4216.52 ms
[2021-08-21 10:55:10 main:574] : INFO : Epoch 1840 | loss: 0.0311013 | val_loss: 0.0311199 | Time: 4079.59 ms
[2021-08-21 10:55:14 main:574] : INFO : Epoch 1841 | loss: 0.0310989 | val_loss: 0.0311236 | Time: 4113.06 ms
[2021-08-21 10:55:18 main:574] : INFO : Epoch 1842 | loss: 0.0311008 | val_loss: 0.0311201 | Time: 4135.28 ms
[2021-08-21 10:55:22 main:574] : INFO : Epoch 1843 | loss: 0.0310994 | val_loss: 0.0311283 | Time: 4055.08 ms
[2021-08-21 10:55:27 main:574] : INFO : Epoch 1844 | loss: 0.0311013 | val_loss: 0.0311263 | Time: 4113.27 ms
[2021-08-21 10:55:31 main:574] : INFO : Epoch 1845 | loss: 0.0310967 | val_loss: 0.0311252 | Time: 4237.25 ms
[2021-08-21 10:55:35 main:574] : INFO : Epoch 1846 | loss: 0.0310953 | val_loss: 0.0311202 | Time: 4289.22 ms
[2021-08-21 10:55:39 main:574] : INFO : Epoch 1847 | loss: 0.0310953 | val_loss: 0.0311201 | Time: 4102.79 ms
[2021-08-21 10:55:43 main:574] : INFO : Epoch 1848 | loss: 0.0310961 | val_loss: 0.031116 | Time: 4073.52 ms
[2021-08-21 10:55:48 main:574] : INFO : Epoch 1849 | loss: 0.0310984 | val_loss: 0.031118 | Time: 4290.14 ms
[2021-08-21 10:55:52 main:574] : INFO : Epoch 1850 | loss: 0.0310957 | val_loss: 0.0311138 | Time: 4520.76 ms
[2021-08-21 10:55:56 main:574] : INFO : Epoch 1851 | loss: 0.0310948 | val_loss: 0.0311186 | Time: 4148.61 ms
[2021-08-21 10:56:00 main:574] : INFO : Epoch 1852 | loss: 0.031098 | val_loss: 0.031121 | Time: 4161.24 ms
[2021-08-21 10:56:05 main:574] : INFO : Epoch 1853 | loss: 0.0310961 | val_loss: 0.0311182 | Time: 4054.87 ms
[2021-08-21 10:56:09 main:574] : INFO : Epoch 1854 | loss: 0.0310935 | val_loss: 0.0311145 | Time: 4118.91 ms
[2021-08-21 10:56:13 main:574] : INFO : Epoch 1855 | loss: 0.0310931 | val_loss: 0.0311155 | Time: 4124.55 ms
[2021-08-21 10:56:17 main:574] : INFO : Epoch 1856 | loss: 0.0310913 | val_loss: 0.0311166 | Time: 4072.92 ms
[2021-08-21 10:56:21 main:574] : INFO : Epoch 1857 | loss: 0.0310935 | val_loss: 0.0311165 | Time: 4098.94 ms
[2021-08-21 10:56:25 main:574] : INFO : Epoch 1858 | loss: 0.0310931 | val_loss: 0.0311153 | Time: 4069.45 ms
[2021-08-21 10:56:29 main:574] : INFO : Epoch 1859 | loss: 0.0310926 | val_loss: 0.0311169 | Time: 4321.79 ms
[2021-08-21 10:56:34 main:574] : INFO : Epoch 1860 | loss: 0.0310932 | val_loss: 0.0311143 | Time: 4074.88 ms
[2021-08-21 10:56:38 main:574] : INFO : Epoch 1861 | loss: 0.0310916 | val_loss: 0.0311167 | Time: 4135.5 ms
[2021-08-21 10:56:42 main:574] : INFO : Epoch 1862 | loss: 0.0310922 | val_loss: 0.031114 | Time: 4120.68 ms
[2021-08-21 10:56:46 main:574] : INFO : Epoch 1863 | loss: 0.0310923 | val_loss: 0.0311205 | Time: 4108.85 ms
[2021-08-21 10:56:50 main:574] : INFO : Epoch 1864 | loss: 0.0310928 | val_loss: 0.031114 | Time: 4142 ms
[2021-08-21 10:56:54 main:574] : INFO : Epoch 1865 | loss: 0.0310914 | val_loss: 0.0311184 | Time: 4131.31 ms
[2021-08-21 10:56:58 main:574] : INFO : Epoch 1866 | loss: 0.0310916 | val_loss: 0.0311177 | Time: 4166.3 ms
[2021-08-21 10:57:03 main:574] : INFO : Epoch 1867 | loss: 0.0310901 | val_loss: 0.0311137 | Time: 4359.37 ms
[2021-08-21 10:57:07 main:574] : INFO : Epoch 1868 | loss: 0.0310897 | val_loss: 0.0311218 | Time: 4067.01 ms
[2021-08-21 10:57:11 main:574] : INFO : Epoch 1869 | loss: 0.0310915 | val_loss: 0.031119 | Time: 4026.05 ms
[2021-08-21 10:57:15 main:574] : INFO : Epoch 1870 | loss: 0.0310918 | val_loss: 0.0311149 | Time: 4099.43 ms
[2021-08-21 10:57:19 main:574] : INFO : Epoch 1871 | loss: 0.0310899 | val_loss: 0.0311179 | Time: 4111.02 ms
[2021-08-21 10:57:23 main:574] : INFO : Epoch 1872 | loss: 0.0310905 | val_loss: 0.0311183 | Time: 4283.71 ms
[2021-08-21 10:57:28 main:574] : INFO : Epoch 1873 | loss: 0.0310897 | val_loss: 0.0311128 | Time: 4176.22 ms
[2021-08-21 10:57:32 main:574] : INFO : Epoch 1874 | loss: 0.0310886 | val_loss: 0.0311137 | Time: 4100.62 ms
[2021-08-21 10:57:36 main:574] : INFO : Epoch 1875 | loss: 0.0310875 | val_loss: 0.031116 | Time: 4120.4 ms
[2021-08-21 10:57:40 main:574] : INFO : Epoch 1876 | loss: 0.0310877 | val_loss: 0.0311157 | Time: 4144.14 ms
[2021-08-21 10:57:44 main:574] : INFO : Epoch 1877 | loss: 0.0310871 | val_loss: 0.0311177 | Time: 4130.2 ms
[2021-08-21 10:57:48 main:574] : INFO : Epoch 1878 | loss: 0.0310872 | val_loss: 0.0311124 | Time: 4139.56 ms
[2021-08-21 10:57:53 main:574] : INFO : Epoch 1879 | loss: 0.0310889 | val_loss: 0.0311144 | Time: 4163.15 ms
[2021-08-21 10:57:57 main:574] : INFO : Epoch 1880 | loss: 0.0310877 | val_loss: 0.0311159 | Time: 4151.54 ms
[2021-08-21 10:58:01 main:574] : INFO : Epoch 1881 | loss: 0.0310874 | val_loss: 0.0311172 | Time: 4126.73 ms
[2021-08-21 10:58:05 main:574] : INFO : Epoch 1882 | loss: 0.031087 | val_loss: 0.0311157 | Time: 4093.3 ms
[2021-08-21 10:58:09 main:574] : INFO : Epoch 1883 | loss: 0.031091 | val_loss: 0.0311199 | Time: 4024.91 ms
[2021-08-21 10:58:13 main:574] : INFO : Epoch 1884 | loss: 0.0310906 | val_loss: 0.0311166 | Time: 3961.93 ms
[2021-08-21 10:58:17 main:574] : INFO : Epoch 1885 | loss: 0.0310897 | val_loss: 0.0311181 | Time: 4158.19 ms
[2021-08-21 10:58:22 main:574] : INFO : Epoch 1886 | loss: 0.0310887 | val_loss: 0.0311191 | Time: 4292.62 ms
[2021-08-21 10:58:26 main:574] : INFO : Epoch 1887 | loss: 0.0310879 | val_loss: 0.0311202 | Time: 4008.81 ms
[2021-08-21 10:58:30 main:574] : INFO : Epoch 1888 | loss: 0.0310885 | val_loss: 0.0311189 | Time: 4122.92 ms
[2021-08-21 10:58:34 main:574] : INFO : Epoch 1889 | loss: 0.0310889 | val_loss: 0.031118 | Time: 4149 ms
[2021-08-21 10:58:38 main:574] : INFO : Epoch 1890 | loss: 0.0310901 | val_loss: 0.0311191 | Time: 4269.12 ms
[2021-08-21 10:58:42 main:574] : INFO : Epoch 1891 | loss: 0.0310881 | val_loss: 0.0311225 | Time: 4223.31 ms
[2021-08-21 10:58:47 main:574] : INFO : Epoch 1892 | loss: 0.0310895 | val_loss: 0.0311218 | Time: 4104.74 ms
[2021-08-21 10:58:51 main:574] : INFO : Epoch 1893 | loss: 0.0310952 | val_loss: 0.0311226 | Time: 4162.77 ms
[2021-08-21 10:58:55 main:574] : INFO : Epoch 1894 | loss: 0.0311028 | val_loss: 0.0311278 | Time: 4068.92 ms
[2021-08-21 10:58:59 main:574] : INFO : Epoch 1895 | loss: 0.0311048 | val_loss: 0.0311352 | Time: 4118.86 ms
[2021-08-21 10:59:03 main:574] : INFO : Epoch 1896 | loss: 0.0311061 | val_loss: 0.0311298 | Time: 4162.33 ms
[2021-08-21 10:59:07 main:574] : INFO : Epoch 1897 | loss: 0.0311049 | val_loss: 0.0311298 | Time: 4092.47 ms
[2021-08-21 10:59:11 main:574] : INFO : Epoch 1898 | loss: 0.0311025 | val_loss: 0.0311238 | Time: 4220.38 ms
[2021-08-21 10:59:16 main:574] : INFO : Epoch 1899 | loss: 0.0311013 | val_loss: 0.0311249 | Time: 4119.98 ms
[2021-08-21 10:59:20 main:574] : INFO : Epoch 1900 | loss: 0.0310998 | val_loss: 0.0311202 | Time: 4096.12 ms
[2021-08-21 10:59:24 main:574] : INFO : Epoch 1901 | loss: 0.0310981 | val_loss: 0.0311188 | Time: 4206.64 ms
[2021-08-21 10:59:28 main:574] : INFO : Epoch 1902 | loss: 0.031101 | val_loss: 0.0311172 | Time: 4177.53 ms
[2021-08-21 10:59:32 main:574] : INFO : Epoch 1903 | loss: 0.0311025 | val_loss: 0.031123 | Time: 4294.58 ms
[2021-08-21 10:59:37 main:574] : INFO : Epoch 1904 | loss: 0.0311038 | val_loss: 0.0311254 | Time: 4139.87 ms
[2021-08-21 10:59:41 main:574] : INFO : Epoch 1905 | loss: 0.0311004 | val_loss: 0.0311201 | Time: 4186.45 ms
[2021-08-21 10:59:45 main:574] : INFO : Epoch 1906 | loss: 0.0310969 | val_loss: 0.0311166 | Time: 4173.61 ms
[2021-08-21 10:59:49 main:574] : INFO : Epoch 1907 | loss: 0.0311006 | val_loss: 0.0311227 | Time: 4102.76 ms
[2021-08-21 10:59:53 main:574] : INFO : Epoch 1908 | loss: 0.0310996 | val_loss: 0.0311213 | Time: 4153.84 ms
[2021-08-21 10:59:58 main:574] : INFO : Epoch 1909 | loss: 0.0310982 | val_loss: 0.0311214 | Time: 4171.32 ms
[2021-08-21 11:00:02 main:574] : INFO : Epoch 1910 | loss: 0.0310978 | val_loss: 0.0311219 | Time: 4244.08 ms
[2021-08-21 11:00:06 main:574] : INFO : Epoch 1911 | loss: 0.0310999 | val_loss: 0.0311264 | Time: 4263.31 ms
[2021-08-21 11:00:10 main:574] : INFO : Epoch 1912 | loss: 0.0310986 | val_loss: 0.031126 | Time: 4206.97 ms
[2021-08-21 11:00:14 main:574] : INFO : Epoch 1913 | loss: 0.0311118 | val_loss: 0.0311694 | Time: 4070.54 ms
[2021-08-21 11:00:19 main:574] : INFO : Epoch 1914 | loss: 0.0357751 | val_loss: 0.0328142 | Time: 4145.79 ms
[2021-08-21 11:00:23 main:574] : INFO : Epoch 1915 | loss: 0.0351038 | val_loss: 0.0323165 | Time: 4177.37 ms
[2021-08-21 11:00:27 main:574] : INFO : Epoch 1916 | loss: 0.031583 | val_loss: 0.0312686 | Time: 4090.48 ms
[2021-08-21 11:00:31 main:574] : INFO : Epoch 1917 | loss: 0.0312272 | val_loss: 0.0311818 | Time: 4130.23 ms
[2021-08-21 11:00:35 main:574] : INFO : Epoch 1918 | loss: 0.0311743 | val_loss: 0.0311678 | Time: 4182.51 ms
[2021-08-21 11:00:39 main:574] : INFO : Epoch 1919 | loss: 0.0311647 | val_loss: 0.0311625 | Time: 4191.75 ms
[2021-08-21 11:00:44 main:574] : INFO : Epoch 1920 | loss: 0.0311582 | val_loss: 0.031153 | Time: 4143.31 ms
[2021-08-21 11:00:48 main:574] : INFO : Epoch 1921 | loss: 0.031141 | val_loss: 0.0311359 | Time: 4136.98 ms
[2021-08-21 11:00:52 main:574] : INFO : Epoch 1922 | loss: 0.0311279 | val_loss: 0.0311274 | Time: 4212.83 ms
[2021-08-21 11:00:56 main:574] : INFO : Epoch 1923 | loss: 0.0311197 | val_loss: 0.0311246 | Time: 4106.65 ms
[2021-08-21 11:01:01 main:574] : INFO : Epoch 1924 | loss: 0.0311158 | val_loss: 0.0311231 | Time: 4327.18 ms
[2021-08-21 11:01:05 main:574] : INFO : Epoch 1925 | loss: 0.0311117 | val_loss: 0.0311197 | Time: 4216.85 ms
[2021-08-21 11:01:09 main:574] : INFO : Epoch 1926 | loss: 0.0311048 | val_loss: 0.0311184 | Time: 4103.71 ms
[2021-08-21 11:01:13 main:574] : INFO : Epoch 1927 | loss: 0.0311015 | val_loss: 0.0311175 | Time: 4097.7 ms
[2021-08-21 11:01:17 main:574] : INFO : Epoch 1928 | loss: 0.0311004 | val_loss: 0.0311148 | Time: 4088.9 ms
[2021-08-21 11:01:21 main:574] : INFO : Epoch 1929 | loss: 0.031098 | val_loss: 0.0311157 | Time: 4114.07 ms
[2021-08-21 11:01:25 main:574] : INFO : Epoch 1930 | loss: 0.0310976 | val_loss: 0.0311208 | Time: 4142.96 ms
[2021-08-21 11:01:29 main:574] : INFO : Epoch 1931 | loss: 0.0310954 | val_loss: 0.0311221 | Time: 4098.16 ms
[2021-08-21 11:01:34 main:574] : INFO : Epoch 1932 | loss: 0.0310971 | val_loss: 0.0311205 | Time: 4165.78 ms
[2021-08-21 11:01:38 main:574] : INFO : Epoch 1933 | loss: 0.0311 | val_loss: 0.0311148 | Time: 4136.24 ms
[2021-08-21 11:01:42 main:574] : INFO : Epoch 1934 | loss: 0.0310982 | val_loss: 0.0311188 | Time: 4184.45 ms
[2021-08-21 11:01:46 main:574] : INFO : Epoch 1935 | loss: 0.0310963 | val_loss: 0.0311169 | Time: 4128.22 ms
[2021-08-21 11:01:50 main:574] : INFO : Epoch 1936 | loss: 0.0310949 | val_loss: 0.0311183 | Time: 4162.67 ms
[2021-08-21 11:01:55 main:574] : INFO : Epoch 1937 | loss: 0.0310933 | val_loss: 0.0311154 | Time: 4154.03 ms
[2021-08-21 11:01:59 main:574] : INFO : Epoch 1938 | loss: 0.0310946 | val_loss: 0.0311165 | Time: 4223.3 ms
[2021-08-21 11:02:03 main:574] : INFO : Epoch 1939 | loss: 0.0310958 | val_loss: 0.0311159 | Time: 4281.51 ms
[2021-08-21 11:02:07 main:574] : INFO : Epoch 1940 | loss: 0.0310946 | val_loss: 0.0311171 | Time: 4240.24 ms
[2021-08-21 11:02:12 main:574] : INFO : Epoch 1941 | loss: 0.0310973 | val_loss: 0.0311205 | Time: 4137.17 ms
[2021-08-21 11:02:16 main:574] : INFO : Epoch 1942 | loss: 0.0310969 | val_loss: 0.0311157 | Time: 4214.87 ms
[2021-08-21 11:02:20 main:574] : INFO : Epoch 1943 | loss: 0.0310951 | val_loss: 0.0311132 | Time: 4142.18 ms
[2021-08-21 11:02:24 main:574] : INFO : Epoch 1944 | loss: 0.0310938 | val_loss: 0.0311151 | Time: 4432 ms
[2021-08-21 11:02:28 main:574] : INFO : Epoch 1945 | loss: 0.0310931 | val_loss: 0.0311168 | Time: 4066.91 ms
[2021-08-21 11:02:33 main:574] : INFO : Epoch 1946 | loss: 0.0311078 | val_loss: 0.031123 | Time: 4160.35 ms
[2021-08-21 11:02:37 main:574] : INFO : Epoch 1947 | loss: 0.0311069 | val_loss: 0.0311214 | Time: 4083.58 ms
[2021-08-21 11:02:41 main:574] : INFO : Epoch 1948 | loss: 0.0311057 | val_loss: 0.0311181 | Time: 4124.77 ms
[2021-08-21 11:02:45 main:574] : INFO : Epoch 1949 | loss: 0.0311027 | val_loss: 0.0311142 | Time: 4249.47 ms
[2021-08-21 11:02:49 main:574] : INFO : Epoch 1950 | loss: 0.0311022 | val_loss: 0.0311126 | Time: 4241.02 ms
[2021-08-21 11:02:54 main:574] : INFO : Epoch 1951 | loss: 0.0311007 | val_loss: 0.031115 | Time: 4114.05 ms
[2021-08-21 11:02:58 main:574] : INFO : Epoch 1952 | loss: 0.0311016 | val_loss: 0.0311236 | Time: 4063.32 ms
[2021-08-21 11:03:02 main:574] : INFO : Epoch 1953 | loss: 0.031104 | val_loss: 0.0311224 | Time: 4259.63 ms
[2021-08-21 11:03:06 main:574] : INFO : Epoch 1954 | loss: 0.0311009 | val_loss: 0.0311227 | Time: 4221.66 ms
[2021-08-21 11:03:10 main:574] : INFO : Epoch 1955 | loss: 0.0311049 | val_loss: 0.0311246 | Time: 4077.48 ms
[2021-08-21 11:03:15 main:574] : INFO : Epoch 1956 | loss: 0.0311041 | val_loss: 0.0311242 | Time: 4299.59 ms
[2021-08-21 11:03:19 main:574] : INFO : Epoch 1957 | loss: 0.0311025 | val_loss: 0.0311213 | Time: 4189.94 ms
[2021-08-21 11:03:23 main:574] : INFO : Epoch 1958 | loss: 0.031103 | val_loss: 0.0311186 | Time: 4074.52 ms
[2021-08-21 11:03:27 main:574] : INFO : Epoch 1959 | loss: 0.031102 | val_loss: 0.031124 | Time: 4145.12 ms
[2021-08-21 11:03:31 main:574] : INFO : Epoch 1960 | loss: 0.0311013 | val_loss: 0.0311214 | Time: 4219.54 ms
[2021-08-21 11:03:36 main:574] : INFO : Epoch 1961 | loss: 0.0310994 | val_loss: 0.0311194 | Time: 4159.26 ms
[2021-08-21 11:03:40 main:574] : INFO : Epoch 1962 | loss: 0.0310976 | val_loss: 0.031121 | Time: 4245.88 ms
[2021-08-21 11:03:44 main:574] : INFO : Epoch 1963 | loss: 0.0310961 | val_loss: 0.0311197 | Time: 4112.98 ms
[2021-08-21 11:03:48 main:574] : INFO : Epoch 1964 | loss: 0.0310953 | val_loss: 0.0311235 | Time: 4150.1 ms
[2021-08-21 11:03:52 main:574] : INFO : Epoch 1965 | loss: 0.0310966 | val_loss: 0.0311196 | Time: 4250.3 ms
[2021-08-21 11:03:57 main:574] : INFO : Epoch 1966 | loss: 0.0310966 | val_loss: 0.0311179 | Time: 4184.79 ms
[2021-08-21 11:04:01 main:574] : INFO : Epoch 1967 | loss: 0.0310983 | val_loss: 0.0311163 | Time: 4220.45 ms
[2021-08-21 11:04:05 main:574] : INFO : Epoch 1968 | loss: 0.0310955 | val_loss: 0.0311156 | Time: 4136.19 ms
[2021-08-21 11:04:09 main:574] : INFO : Epoch 1969 | loss: 0.0310961 | val_loss: 0.0311173 | Time: 4211.16 ms
[2021-08-21 11:04:13 main:574] : INFO : Epoch 1970 | loss: 0.0310949 | val_loss: 0.0311158 | Time: 4108.2 ms
[2021-08-21 11:04:17 main:574] : INFO : Epoch 1971 | loss: 0.0310941 | val_loss: 0.0311112 | Time: 4092.74 ms
[2021-08-21 11:04:22 main:574] : INFO : Epoch 1972 | loss: 0.0310943 | val_loss: 0.0311132 | Time: 4161.6 ms
[2021-08-21 11:04:26 main:574] : INFO : Epoch 1973 | loss: 0.0310989 | val_loss: 0.0311196 | Time: 4233.07 ms
[2021-08-21 11:04:30 main:574] : INFO : Epoch 1974 | loss: 0.0311018 | val_loss: 0.0311164 | Time: 4169.17 ms
[2021-08-21 11:04:34 main:574] : INFO : Epoch 1975 | loss: 0.0310999 | val_loss: 0.0311172 | Time: 4148.8 ms
[2021-08-21 11:04:38 main:574] : INFO : Epoch 1976 | loss: 0.0310963 | val_loss: 0.0311176 | Time: 4163.34 ms
[2021-08-21 11:04:43 main:574] : INFO : Epoch 1977 | loss: 0.0310948 | val_loss: 0.031113 | Time: 4218.46 ms
[2021-08-21 11:04:47 main:574] : INFO : Epoch 1978 | loss: 0.031095 | val_loss: 0.0311169 | Time: 4112.2 ms
[2021-08-21 11:04:51 main:574] : INFO : Epoch 1979 | loss: 0.0310927 | val_loss: 0.0311138 | Time: 4133.79 ms
[2021-08-21 11:04:55 main:574] : INFO : Epoch 1980 | loss: 0.0310931 | val_loss: 0.031116 | Time: 4142.72 ms
[2021-08-21 11:04:59 main:574] : INFO : Epoch 1981 | loss: 0.0310929 | val_loss: 0.0311152 | Time: 4160.09 ms
[2021-08-21 11:05:04 main:574] : INFO : Epoch 1982 | loss: 0.0310907 | val_loss: 0.031116 | Time: 4316.35 ms
[2021-08-21 11:05:08 main:574] : INFO : Epoch 1983 | loss: 0.0310911 | val_loss: 0.0311157 | Time: 4071.85 ms
[2021-08-21 11:05:12 main:574] : INFO : Epoch 1984 | loss: 0.0310904 | val_loss: 0.0311191 | Time: 4185.54 ms
[2021-08-21 11:05:16 main:574] : INFO : Epoch 1985 | loss: 0.0310914 | val_loss: 0.0311137 | Time: 4089.89 ms
[2021-08-21 11:05:20 main:574] : INFO : Epoch 1986 | loss: 0.0310951 | val_loss: 0.0311146 | Time: 4211.07 ms
[2021-08-21 11:05:24 main:574] : INFO : Epoch 1987 | loss: 0.0310982 | val_loss: 0.0311203 | Time: 4085.28 ms
[2021-08-21 11:05:29 main:574] : INFO : Epoch 1988 | loss: 0.0311004 | val_loss: 0.0311218 | Time: 4152.59 ms
[2021-08-21 11:05:33 main:574] : INFO : Epoch 1989 | loss: 0.0311009 | val_loss: 0.0311166 | Time: 4220.12 ms
[2021-08-21 11:05:37 main:574] : INFO : Epoch 1990 | loss: 0.0310968 | val_loss: 0.0311124 | Time: 4151.01 ms
[2021-08-21 11:05:41 main:574] : INFO : Epoch 1991 | loss: 0.0310964 | val_loss: 0.031113 | Time: 4129.75 ms
[2021-08-21 11:05:45 main:574] : INFO : Epoch 1992 | loss: 0.0310965 | val_loss: 0.0311149 | Time: 4190.7 ms
[2021-08-21 11:05:50 main:574] : INFO : Epoch 1993 | loss: 0.0310988 | val_loss: 0.0311203 | Time: 4163.11 ms
[2021-08-21 11:05:54 main:574] : INFO : Epoch 1994 | loss: 0.0310964 | val_loss: 0.0311166 | Time: 4108.29 ms
[2021-08-21 11:05:58 main:574] : INFO : Epoch 1995 | loss: 0.0310951 | val_loss: 0.0311139 | Time: 4152.9 ms
[2021-08-21 11:06:02 main:574] : INFO : Epoch 1996 | loss: 0.0310923 | val_loss: 0.0311186 | Time: 4210.25 ms
[2021-08-21 11:06:06 main:574] : INFO : Epoch 1997 | loss: 0.0310954 | val_loss: 0.0311188 | Time: 4142.36 ms
[2021-08-21 11:06:10 main:574] : INFO : Epoch 1998 | loss: 0.0310948 | val_loss: 0.0311174 | Time: 4170.12 ms
[2021-08-21 11:06:15 main:574] : INFO : Epoch 1999 | loss: 0.0310945 | val_loss: 0.0311192 | Time: 4153.75 ms
[2021-08-21 11:06:19 main:574] : INFO : Epoch 2000 | loss: 0.0310936 | val_loss: 0.0311212 | Time: 4264.65 ms
[2021-08-21 11:06:23 main:574] : INFO : Epoch 2001 | loss: 0.0310975 | val_loss: 0.0311196 | Time: 4189.11 ms
[2021-08-21 11:06:27 main:574] : INFO : Epoch 2002 | loss: 0.0311099 | val_loss: 0.0311342 | Time: 4118.36 ms
[2021-08-21 11:06:32 main:574] : INFO : Epoch 2003 | loss: 0.0311136 | val_loss: 0.031131 | Time: 4244.92 ms
[2021-08-21 11:06:36 main:574] : INFO : Epoch 2004 | loss: 0.0311082 | val_loss: 0.0311243 | Time: 4176.57 ms
[2021-08-21 11:06:40 main:574] : INFO : Epoch 2005 | loss: 0.0311026 | val_loss: 0.0311224 | Time: 4229.46 ms
[2021-08-21 11:06:44 main:574] : INFO : Epoch 2006 | loss: 0.0310992 | val_loss: 0.0311208 | Time: 4158.49 ms
[2021-08-21 11:06:48 main:574] : INFO : Epoch 2007 | loss: 0.0310974 | val_loss: 0.0311203 | Time: 4260.43 ms
[2021-08-21 11:06:53 main:574] : INFO : Epoch 2008 | loss: 0.0310983 | val_loss: 0.031123 | Time: 4274.67 ms
[2021-08-21 11:06:57 main:574] : INFO : Epoch 2009 | loss: 0.0310954 | val_loss: 0.0311246 | Time: 4157.5 ms
[2021-08-21 11:07:01 main:574] : INFO : Epoch 2010 | loss: 0.0310946 | val_loss: 0.0311134 | Time: 4181.25 ms
[2021-08-21 11:07:05 main:574] : INFO : Epoch 2011 | loss: 0.0310925 | val_loss: 0.0311168 | Time: 4266.73 ms
[2021-08-21 11:07:10 main:574] : INFO : Epoch 2012 | loss: 0.0310928 | val_loss: 0.0311217 | Time: 4149.47 ms
[2021-08-21 11:07:14 main:574] : INFO : Epoch 2013 | loss: 0.0310929 | val_loss: 0.0311193 | Time: 4092.53 ms
[2021-08-21 11:07:18 main:574] : INFO : Epoch 2014 | loss: 0.0310892 | val_loss: 0.031119 | Time: 4091.24 ms
[2021-08-21 11:07:22 main:574] : INFO : Epoch 2015 | loss: 0.0310882 | val_loss: 0.0311162 | Time: 4095.61 ms
[2021-08-21 11:07:26 main:574] : INFO : Epoch 2016 | loss: 0.031089 | val_loss: 0.0311147 | Time: 4119.62 ms
[2021-08-21 11:07:30 main:574] : INFO : Epoch 2017 | loss: 0.0310878 | val_loss: 0.0311195 | Time: 4143.56 ms
[2021-08-21 11:07:34 main:574] : INFO : Epoch 2018 | loss: 0.0310879 | val_loss: 0.0311244 | Time: 4037.3 ms
[2021-08-21 11:07:38 main:574] : INFO : Epoch 2019 | loss: 0.031087 | val_loss: 0.0311168 | Time: 4102.25 ms
[2021-08-21 11:07:43 main:574] : INFO : Epoch 2020 | loss: 0.0310865 | val_loss: 0.0311125 | Time: 4102.53 ms
[2021-08-21 11:07:47 main:574] : INFO : Epoch 2021 | loss: 0.0310869 | val_loss: 0.031125 | Time: 4171.19 ms
[2021-08-21 11:07:51 main:574] : INFO : Epoch 2022 | loss: 0.0310858 | val_loss: 0.0311242 | Time: 4170.59 ms
[2021-08-21 11:07:55 main:574] : INFO : Epoch 2023 | loss: 0.0310853 | val_loss: 0.0311236 | Time: 4108.95 ms
[2021-08-21 11:07:59 main:574] : INFO : Epoch 2024 | loss: 0.0310895 | val_loss: 0.0311155 | Time: 4188.97 ms
[2021-08-21 11:08:03 main:574] : INFO : Epoch 2025 | loss: 0.0310922 | val_loss: 0.0311139 | Time: 4131.75 ms
[2021-08-21 11:08:08 main:574] : INFO : Epoch 2026 | loss: 0.0310948 | val_loss: 0.0311198 | Time: 4087.68 ms
[2021-08-21 11:08:12 main:574] : INFO : Epoch 2027 | loss: 0.0310973 | val_loss: 0.0311093 | Time: 4119.91 ms
[2021-08-21 11:08:16 main:574] : INFO : Epoch 2028 | loss: 0.031097 | val_loss: 0.0311166 | Time: 4085.89 ms
[2021-08-21 11:08:20 main:574] : INFO : Epoch 2029 | loss: 0.0310952 | val_loss: 0.0311146 | Time: 4062.97 ms
[2021-08-21 11:08:24 main:574] : INFO : Epoch 2030 | loss: 0.031094 | val_loss: 0.0311106 | Time: 4035.52 ms
[2021-08-21 11:08:28 main:574] : INFO : Epoch 2031 | loss: 0.0310943 | val_loss: 0.0311114 | Time: 4053.19 ms
[2021-08-21 11:08:32 main:574] : INFO : Epoch 2032 | loss: 0.0310958 | val_loss: 0.0311116 | Time: 4152.38 ms
[2021-08-21 11:08:37 main:574] : INFO : Epoch 2033 | loss: 0.0310963 | val_loss: 0.0311124 | Time: 4232.56 ms
[2021-08-21 11:08:41 main:574] : INFO : Epoch 2034 | loss: 0.0310939 | val_loss: 0.0311145 | Time: 4099.1 ms
[2021-08-21 11:08:45 main:574] : INFO : Epoch 2035 | loss: 0.0310945 | val_loss: 0.0311196 | Time: 4065.03 ms
[2021-08-21 11:08:49 main:574] : INFO : Epoch 2036 | loss: 0.0310985 | val_loss: 0.0311169 | Time: 4142.56 ms
[2021-08-21 11:08:53 main:574] : INFO : Epoch 2037 | loss: 0.0310946 | val_loss: 0.0311161 | Time: 4101.2 ms
[2021-08-21 11:08:57 main:574] : INFO : Epoch 2038 | loss: 0.0310934 | val_loss: 0.0311191 | Time: 4200.22 ms
[2021-08-21 11:09:01 main:574] : INFO : Epoch 2039 | loss: 0.0310944 | val_loss: 0.0311199 | Time: 4217.9 ms
[2021-08-21 11:09:06 main:574] : INFO : Epoch 2040 | loss: 0.0310932 | val_loss: 0.0311137 | Time: 4229.02 ms
[2021-08-21 11:09:10 main:574] : INFO : Epoch 2041 | loss: 0.0310927 | val_loss: 0.0311172 | Time: 4243.72 ms
[2021-08-21 11:09:14 main:574] : INFO : Epoch 2042 | loss: 0.0310957 | val_loss: 0.0311223 | Time: 4127.87 ms
[2021-08-21 11:09:18 main:574] : INFO : Epoch 2043 | loss: 0.0310971 | val_loss: 0.0311128 | Time: 4132.78 ms
[2021-08-21 11:09:23 main:574] : INFO : Epoch 2044 | loss: 0.0310934 | val_loss: 0.0311166 | Time: 4206.11 ms
[2021-08-21 11:09:27 main:574] : INFO : Epoch 2045 | loss: 0.0310924 | val_loss: 0.0311158 | Time: 4202.25 ms
[2021-08-21 11:09:31 main:574] : INFO : Epoch 2046 | loss: 0.0310902 | val_loss: 0.0311178 | Time: 4192.92 ms
[2021-08-21 11:09:35 main:574] : INFO : Epoch 2047 | loss: 0.0310891 | val_loss: 0.0311132 | Time: 4166.81 ms
[2021-08-21 11:09:39 main:574] : INFO : Epoch 2048 | loss: 0.0310868 | val_loss: 0.0311178 | Time: 4103.17 ms
[2021-08-21 11:09:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311178
[2021-08-21 11:09:39 main:603] : INFO : Saving end state to config to file
[2021-08-21 11:09:39 main:608] : INFO : Success, exiting..
11:09:39 (5688): 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)