Task 6662714
| Name | ParityMachine-1627974660-3284-2_0 |
| Workunit | 4409691 |
| Created | 16 Aug 2021, 5:17:13 UTC |
| Sent | 21 Aug 2021, 4:27:05 UTC |
| Report deadline | 28 Aug 2021, 4:27:05 UTC |
| Received | 21 Aug 2021, 16:17:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min 18 sec |
| CPU time | 2 hours 20 min 33 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: 0.0312475 | val_loss: 0.031249 | Time: 4171.56 ms
[2021-08-21 17:41:57 main:574] : INFO : Epoch 1543 | loss: 0.031247 | val_loss: 0.0312486 | Time: 4104.22 ms
[2021-08-21 17:42:01 main:574] : INFO : Epoch 1544 | loss: 0.0312468 | val_loss: 0.0312482 | Time: 4125.12 ms
[2021-08-21 17:42:05 main:574] : INFO : Epoch 1545 | loss: 0.0312464 | val_loss: 0.0312484 | Time: 4097.74 ms
[2021-08-21 17:42:09 main:574] : INFO : Epoch 1546 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 4102.14 ms
[2021-08-21 17:42:13 main:574] : INFO : Epoch 1547 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 4247.54 ms
[2021-08-21 17:42:18 main:574] : INFO : Epoch 1548 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 4474.29 ms
[2021-08-21 17:42:22 main:574] : INFO : Epoch 1549 | loss: 0.0312451 | val_loss: 0.0312467 | Time: 4126.43 ms
[2021-08-21 17:42:26 main:574] : INFO : Epoch 1550 | loss: 0.0312448 | val_loss: 0.0312466 | Time: 4065.41 ms
[2021-08-21 17:42:30 main:574] : INFO : Epoch 1551 | loss: 0.0312445 | val_loss: 0.031246 | Time: 4151.45 ms
[2021-08-21 17:42:34 main:574] : INFO : Epoch 1552 | loss: 0.0312443 | val_loss: 0.0312464 | Time: 4234.99 ms
[2021-08-21 17:42:38 main:574] : INFO : Epoch 1553 | loss: 0.0312441 | val_loss: 0.0312456 | Time: 4210.35 ms
[2021-08-21 17:42:43 main:574] : INFO : Epoch 1554 | loss: 0.0312438 | val_loss: 0.0312458 | Time: 4112.7 ms
[2021-08-21 17:42:47 main:574] : INFO : Epoch 1555 | loss: 0.0312436 | val_loss: 0.0312455 | Time: 4353.2 ms
[2021-08-21 17:42:51 main:574] : INFO : Epoch 1556 | loss: 0.0312435 | val_loss: 0.031245 | Time: 4205.29 ms
[2021-08-21 17:42:55 main:574] : INFO : Epoch 1557 | loss: 0.0312433 | val_loss: 0.031245 | Time: 4144.54 ms
[2021-08-21 17:43:00 main:574] : INFO : Epoch 1558 | loss: 0.0312432 | val_loss: 0.0312446 | Time: 4179.22 ms
[2021-08-21 17:43:04 main:574] : INFO : Epoch 1559 | loss: 0.0312429 | val_loss: 0.0312449 | Time: 4211.93 ms
[2021-08-21 17:43:08 main:574] : INFO : Epoch 1560 | loss: 0.0312426 | val_loss: 0.0312441 | Time: 4126.51 ms
[2021-08-21 17:43:12 main:574] : INFO : Epoch 1561 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 4051.18 ms
[2021-08-21 17:43:16 main:574] : INFO : Epoch 1562 | loss: 0.031242 | val_loss: 0.0312443 | Time: 4176.72 ms
[2021-08-21 17:43:20 main:574] : INFO : Epoch 1563 | loss: 0.0312425 | val_loss: 0.0312441 | Time: 4043.9 ms
[2021-08-21 17:43:24 main:574] : INFO : Epoch 1564 | loss: 0.0312419 | val_loss: 0.0312447 | Time: 4132.8 ms
[2021-08-21 17:43:28 main:574] : INFO : Epoch 1565 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 4071.54 ms
[2021-08-21 17:43:33 main:574] : INFO : Epoch 1566 | loss: 0.0312414 | val_loss: 0.031243 | Time: 4059.07 ms
[2021-08-21 17:43:37 main:574] : INFO : Epoch 1567 | loss: 0.0312412 | val_loss: 0.0312429 | Time: 4310.49 ms
[2021-08-21 17:43:41 main:574] : INFO : Epoch 1568 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 4256.1 ms
[2021-08-21 17:43:45 main:574] : INFO : Epoch 1569 | loss: 0.0312406 | val_loss: 0.0312424 | Time: 4174.08 ms
[2021-08-21 17:43:50 main:574] : INFO : Epoch 1570 | loss: 0.0312403 | val_loss: 0.0312423 | Time: 4225.72 ms
[2021-08-21 17:43:54 main:574] : INFO : Epoch 1571 | loss: 0.0312408 | val_loss: 0.031242 | Time: 4170.84 ms
[2021-08-21 17:43:58 main:574] : INFO : Epoch 1572 | loss: 0.0312405 | val_loss: 0.0312424 | Time: 4148.41 ms
[2021-08-21 17:44:02 main:574] : INFO : Epoch 1573 | loss: 0.0312402 | val_loss: 0.0312426 | Time: 4136.45 ms
[2021-08-21 17:44:06 main:574] : INFO : Epoch 1574 | loss: 0.0312398 | val_loss: 0.031242 | Time: 4119.9 ms
[2021-08-21 17:44:11 main:574] : INFO : Epoch 1575 | loss: 0.0312396 | val_loss: 0.0312413 | Time: 4267.16 ms
[2021-08-21 17:44:15 main:574] : INFO : Epoch 1576 | loss: 0.0312393 | val_loss: 0.031241 | Time: 4238.1 ms
[2021-08-21 17:44:19 main:574] : INFO : Epoch 1577 | loss: 0.0312391 | val_loss: 0.0312421 | Time: 4191.76 ms
[2021-08-21 17:44:23 main:574] : INFO : Epoch 1578 | loss: 0.0312389 | val_loss: 0.0312409 | Time: 4140.39 ms
[2021-08-21 17:44:27 main:574] : INFO : Epoch 1579 | loss: 0.0312387 | val_loss: 0.031241 | Time: 4235.56 ms
[2021-08-21 17:44:32 main:574] : INFO : Epoch 1580 | loss: 0.0312384 | val_loss: 0.03124 | Time: 4124.65 ms
[2021-08-21 17:44:36 main:574] : INFO : Epoch 1581 | loss: 0.0312382 | val_loss: 0.0312398 | Time: 4225.74 ms
[2021-08-21 17:44:40 main:574] : INFO : Epoch 1582 | loss: 0.0312378 | val_loss: 0.0312396 | Time: 4140.49 ms
[2021-08-21 17:44:44 main:574] : INFO : Epoch 1583 | loss: 0.031238 | val_loss: 0.0312401 | Time: 4187.85 ms
[2021-08-21 17:44:48 main:574] : INFO : Epoch 1584 | loss: 0.0312377 | val_loss: 0.0312394 | Time: 4175.8 ms
[2021-08-21 17:44:53 main:574] : INFO : Epoch 1585 | loss: 0.031237 | val_loss: 0.0312393 | Time: 4116.76 ms
[2021-08-21 17:44:57 main:574] : INFO : Epoch 1586 | loss: 0.0312373 | val_loss: 0.0312391 | Time: 4207.74 ms
[2021-08-21 17:45:01 main:574] : INFO : Epoch 1587 | loss: 0.031237 | val_loss: 0.0312386 | Time: 4225.52 ms
[2021-08-21 17:45:05 main:574] : INFO : Epoch 1588 | loss: 0.0312367 | val_loss: 0.031238 | Time: 4195.93 ms
[2021-08-21 17:45:09 main:574] : INFO : Epoch 1589 | loss: 0.0312363 | val_loss: 0.0312382 | Time: 4027.06 ms
[2021-08-21 17:45:13 main:574] : INFO : Epoch 1590 | loss: 0.0312356 | val_loss: 0.0312384 | Time: 4114.11 ms
[2021-08-21 17:45:17 main:574] : INFO : Epoch 1591 | loss: 0.0312358 | val_loss: 0.0312374 | Time: 4077.21 ms
[2021-08-21 17:45:22 main:574] : INFO : Epoch 1592 | loss: 0.0312352 | val_loss: 0.0312392 | Time: 4096.21 ms
[2021-08-21 17:45:26 main:574] : INFO : Epoch 1593 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 4091.07 ms
[2021-08-21 17:45:30 main:574] : INFO : Epoch 1594 | loss: 0.031235 | val_loss: 0.0312367 | Time: 4078.95 ms
[2021-08-21 17:45:34 main:574] : INFO : Epoch 1595 | loss: 0.031234 | val_loss: 0.0312361 | Time: 4240.53 ms
[2021-08-21 17:45:38 main:574] : INFO : Epoch 1596 | loss: 0.031234 | val_loss: 0.0312363 | Time: 4211.35 ms
[2021-08-21 17:45:42 main:574] : INFO : Epoch 1597 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 4188.38 ms
[2021-08-21 17:45:47 main:574] : INFO : Epoch 1598 | loss: 0.0312333 | val_loss: 0.031235 | Time: 4172.77 ms
[2021-08-21 17:45:51 main:574] : INFO : Epoch 1599 | loss: 0.0312327 | val_loss: 0.0312345 | Time: 4122.95 ms
[2021-08-21 17:45:55 main:574] : INFO : Epoch 1600 | loss: 0.0312321 | val_loss: 0.0312344 | Time: 4122.53 ms
[2021-08-21 17:45:59 main:574] : INFO : Epoch 1601 | loss: 0.0312316 | val_loss: 0.0312336 | Time: 4094.24 ms
[2021-08-21 17:46:03 main:574] : INFO : Epoch 1602 | loss: 0.0312313 | val_loss: 0.031233 | Time: 4093.92 ms
[2021-08-21 17:46:07 main:574] : INFO : Epoch 1603 | loss: 0.0312308 | val_loss: 0.0312328 | Time: 4064.93 ms
[2021-08-21 17:46:12 main:574] : INFO : Epoch 1604 | loss: 0.0312306 | val_loss: 0.0312356 | Time: 4132.99 ms
[2021-08-21 17:46:16 main:574] : INFO : Epoch 1605 | loss: 0.0312319 | val_loss: 0.0312366 | Time: 4183.15 ms
[2021-08-21 17:46:20 main:574] : INFO : Epoch 1606 | loss: 0.0312301 | val_loss: 0.0312309 | Time: 4153.19 ms
[2021-08-21 17:46:24 main:574] : INFO : Epoch 1607 | loss: 0.0312292 | val_loss: 0.0312303 | Time: 4159.39 ms
[2021-08-21 17:46:28 main:574] : INFO : Epoch 1608 | loss: 0.031228 | val_loss: 0.03123 | Time: 4213.6 ms
[2021-08-21 17:46:33 main:574] : INFO : Epoch 1609 | loss: 0.0312274 | val_loss: 0.0312289 | Time: 4305.05 ms
[2021-08-21 17:46:37 main:574] : INFO : Epoch 1610 | loss: 0.0312266 | val_loss: 0.0312277 | Time: 4165.16 ms
[2021-08-21 17:46:41 main:574] : INFO : Epoch 1611 | loss: 0.0312254 | val_loss: 0.0312277 | Time: 4088.98 ms
[2021-08-21 17:46:45 main:574] : INFO : Epoch 1612 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 4189.16 ms
[2021-08-21 17:46:49 main:574] : INFO : Epoch 1613 | loss: 0.0312231 | val_loss: 0.0312253 | Time: 4203.52 ms
[2021-08-21 17:46:54 main:574] : INFO : Epoch 1614 | loss: 0.0312227 | val_loss: 0.0312234 | Time: 4204.19 ms
[2021-08-21 17:46:58 main:574] : INFO : Epoch 1615 | loss: 0.0312208 | val_loss: 0.0312223 | Time: 4088.22 ms
[2021-08-21 17:47:02 main:574] : INFO : Epoch 1616 | loss: 0.0312196 | val_loss: 0.031222 | Time: 4172.74 ms
[2021-08-21 17:47:06 main:574] : INFO : Epoch 1617 | loss: 0.0312196 | val_loss: 0.0312191 | Time: 4122.93 ms
[2021-08-21 17:47:10 main:574] : INFO : Epoch 1618 | loss: 0.0312232 | val_loss: 0.031219 | Time: 4132.71 ms
[2021-08-21 17:47:14 main:574] : INFO : Epoch 1619 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 4086.25 ms
[2021-08-21 17:47:18 main:574] : INFO : Epoch 1620 | loss: 0.0312163 | val_loss: 0.0312187 | Time: 4164.94 ms
[2021-08-21 17:47:23 main:574] : INFO : Epoch 1621 | loss: 0.0312148 | val_loss: 0.0312176 | Time: 4157.84 ms
[2021-08-21 17:47:27 main:574] : INFO : Epoch 1622 | loss: 0.0312142 | val_loss: 0.0312156 | Time: 4174.67 ms
[2021-08-21 17:47:31 main:574] : INFO : Epoch 1623 | loss: 0.0312123 | val_loss: 0.0312143 | Time: 4145.03 ms
[2021-08-21 17:47:35 main:574] : INFO : Epoch 1624 | loss: 0.0312116 | val_loss: 0.0312138 | Time: 4274.95 ms
[2021-08-21 17:47:40 main:574] : INFO : Epoch 1625 | loss: 0.0312101 | val_loss: 0.031213 | Time: 4146.88 ms
[2021-08-21 17:47:44 main:574] : INFO : Epoch 1626 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 4150.17 ms
[2021-08-21 17:47:48 main:574] : INFO : Epoch 1627 | loss: 0.0312081 | val_loss: 0.0312122 | Time: 4079.52 ms
[2021-08-21 17:47:52 main:574] : INFO : Epoch 1628 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 4338.44 ms
[2021-08-21 17:47:56 main:574] : INFO : Epoch 1629 | loss: 0.0312063 | val_loss: 0.0312116 | Time: 4173.94 ms
[2021-08-21 17:48:01 main:574] : INFO : Epoch 1630 | loss: 0.0312067 | val_loss: 0.0312089 | Time: 4274.42 ms
[2021-08-21 17:48:05 main:574] : INFO : Epoch 1631 | loss: 0.0312052 | val_loss: 0.0312078 | Time: 4073.85 ms
[2021-08-21 17:48:09 main:574] : INFO : Epoch 1632 | loss: 0.0312042 | val_loss: 0.0312072 | Time: 4033.65 ms
[2021-08-21 17:48:13 main:574] : INFO : Epoch 1633 | loss: 0.0312034 | val_loss: 0.0312075 | Time: 4050.25 ms
[2021-08-21 17:48:17 main:574] : INFO : Epoch 1634 | loss: 0.0312031 | val_loss: 0.0312072 | Time: 4060.73 ms
[2021-08-21 17:48:21 main:574] : INFO : Epoch 1635 | loss: 0.0312029 | val_loss: 0.0312086 | Time: 4106.71 ms
[2021-08-21 17:48:25 main:574] : INFO : Epoch 1636 | loss: 0.0312038 | val_loss: 0.0312064 | Time: 4064.62 ms
[2021-08-21 17:48:29 main:574] : INFO : Epoch 1637 | loss: 0.0312013 | val_loss: 0.0312062 | Time: 4028 ms
[2021-08-21 17:48:33 main:574] : INFO : Epoch 1638 | loss: 0.0312008 | val_loss: 0.0312061 | Time: 4189.97 ms
[2021-08-21 17:48:38 main:574] : INFO : Epoch 1639 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 4326.53 ms
[2021-08-21 17:48:42 main:574] : INFO : Epoch 1640 | loss: 0.0312009 | val_loss: 0.031207 | Time: 4225.61 ms
[2021-08-21 17:48:46 main:574] : INFO : Epoch 1641 | loss: 0.0312006 | val_loss: 0.0312046 | Time: 4209.63 ms
[2021-08-21 17:48:51 main:574] : INFO : Epoch 1642 | loss: 0.0311997 | val_loss: 0.031204 | Time: 4200.67 ms
[2021-08-21 17:48:55 main:574] : INFO : Epoch 1643 | loss: 0.0311995 | val_loss: 0.0312043 | Time: 4232.78 ms
[2021-08-21 17:48:59 main:574] : INFO : Epoch 1644 | loss: 0.0311993 | val_loss: 0.0312047 | Time: 4125.42 ms
[2021-08-21 17:49:03 main:574] : INFO : Epoch 1645 | loss: 0.0311995 | val_loss: 0.0312032 | Time: 4298.6 ms
[2021-08-21 17:49:07 main:574] : INFO : Epoch 1646 | loss: 0.0311992 | val_loss: 0.0312033 | Time: 4101.37 ms
[2021-08-21 17:49:12 main:574] : INFO : Epoch 1647 | loss: 0.0311987 | val_loss: 0.0312025 | Time: 4057.3 ms
[2021-08-21 17:49:16 main:574] : INFO : Epoch 1648 | loss: 0.0311965 | val_loss: 0.031201 | Time: 4077.16 ms
[2021-08-21 17:49:20 main:574] : INFO : Epoch 1649 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 4076.94 ms
[2021-08-21 17:49:24 main:574] : INFO : Epoch 1650 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 4117.54 ms
[2021-08-21 17:49:28 main:574] : INFO : Epoch 1651 | loss: 0.0311941 | val_loss: 0.0311982 | Time: 4077.03 ms
[2021-08-21 17:49:32 main:574] : INFO : Epoch 1652 | loss: 0.0311945 | val_loss: 0.0311986 | Time: 4150.81 ms
[2021-08-21 17:49:36 main:574] : INFO : Epoch 1653 | loss: 0.0311939 | val_loss: 0.0311983 | Time: 4120.39 ms
[2021-08-21 17:49:40 main:574] : INFO : Epoch 1654 | loss: 0.0311937 | val_loss: 0.0311984 | Time: 4087.55 ms
[2021-08-21 17:49:45 main:574] : INFO : Epoch 1655 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 4171.16 ms
[2021-08-21 17:49:49 main:574] : INFO : Epoch 1656 | loss: 0.0311941 | val_loss: 0.0311985 | Time: 4126.56 ms
[2021-08-21 17:49:53 main:574] : INFO : Epoch 1657 | loss: 0.0311949 | val_loss: 0.0311985 | Time: 4107.05 ms
[2021-08-21 17:49:57 main:574] : INFO : Epoch 1658 | loss: 0.0311942 | val_loss: 0.0311979 | Time: 4180.45 ms
[2021-08-21 17:50:01 main:574] : INFO : Epoch 1659 | loss: 0.0311941 | val_loss: 0.0311981 | Time: 4088.72 ms
[2021-08-21 17:50:05 main:574] : INFO : Epoch 1660 | loss: 0.0311949 | val_loss: 0.0311983 | Time: 4125.85 ms
[2021-08-21 17:50:10 main:574] : INFO : Epoch 1661 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 4141.14 ms
[2021-08-21 17:50:14 main:574] : INFO : Epoch 1662 | loss: 0.031194 | val_loss: 0.0311969 | Time: 4208.83 ms
[2021-08-21 17:50:18 main:574] : INFO : Epoch 1663 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 4163 ms
[2021-08-21 17:50:22 main:574] : INFO : Epoch 1664 | loss: 0.0311929 | val_loss: 0.0311997 | Time: 4158.87 ms
[2021-08-21 17:50:26 main:574] : INFO : Epoch 1665 | loss: 0.031194 | val_loss: 0.0311975 | Time: 4183.95 ms
[2021-08-21 17:50:30 main:574] : INFO : Epoch 1666 | loss: 0.0311929 | val_loss: 0.0311997 | Time: 4154.22 ms
[2021-08-21 17:50:35 main:574] : INFO : Epoch 1667 | loss: 0.0311929 | val_loss: 0.0311952 | Time: 4156.45 ms
[2021-08-21 17:50:39 main:574] : INFO : Epoch 1668 | loss: 0.0311925 | val_loss: 0.0311993 | Time: 4272.48 ms
[2021-08-21 17:50:43 main:574] : INFO : Epoch 1669 | loss: 0.0311921 | val_loss: 0.0311941 | Time: 4088.96 ms
[2021-08-21 17:50:47 main:574] : INFO : Epoch 1670 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 4108.04 ms
[2021-08-21 17:50:51 main:574] : INFO : Epoch 1671 | loss: 0.0311928 | val_loss: 0.0311958 | Time: 4152.5 ms
[2021-08-21 17:50:55 main:574] : INFO : Epoch 1672 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 4078.26 ms
[2021-08-21 17:51:00 main:574] : INFO : Epoch 1673 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 4169.69 ms
[2021-08-21 17:51:04 main:574] : INFO : Epoch 1674 | loss: 0.031191 | val_loss: 0.0311964 | Time: 4232.78 ms
[2021-08-21 17:51:08 main:574] : INFO : Epoch 1675 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 4065.29 ms
[2021-08-21 17:51:12 main:574] : INFO : Epoch 1676 | loss: 0.031192 | val_loss: 0.0311945 | Time: 4244.82 ms
[2021-08-21 17:51:16 main:574] : INFO : Epoch 1677 | loss: 0.0311906 | val_loss: 0.031195 | Time: 4194.09 ms
[2021-08-21 17:51:21 main:574] : INFO : Epoch 1678 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 4092.05 ms
[2021-08-21 17:51:25 main:574] : INFO : Epoch 1679 | loss: 0.0311923 | val_loss: 0.0311965 | Time: 4108.84 ms
[2021-08-21 17:51:29 main:574] : INFO : Epoch 1680 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 4087.81 ms
[2021-08-21 17:51:33 main:574] : INFO : Epoch 1681 | loss: 0.0311934 | val_loss: 0.0312018 | Time: 4224.51 ms
[2021-08-21 17:51:37 main:574] : INFO : Epoch 1682 | loss: 0.0311929 | val_loss: 0.0311962 | Time: 4193.52 ms
[2021-08-21 17:51:41 main:574] : INFO : Epoch 1683 | loss: 0.0311918 | val_loss: 0.0311997 | Time: 4170.24 ms
[2021-08-21 17:51:46 main:574] : INFO : Epoch 1684 | loss: 0.0311926 | val_loss: 0.0311945 | Time: 4158.57 ms
[2021-08-21 17:51:50 main:574] : INFO : Epoch 1685 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 4111.52 ms
[2021-08-21 17:51:54 main:574] : INFO : Epoch 1686 | loss: 0.031194 | val_loss: 0.0312024 | Time: 4180.2 ms
[2021-08-21 17:51:58 main:574] : INFO : Epoch 1687 | loss: 0.0311922 | val_loss: 0.0312009 | Time: 4186.24 ms
[2021-08-21 17:52:02 main:574] : INFO : Epoch 1688 | loss: 0.031194 | val_loss: 0.0311962 | Time: 4279.12 ms
[2021-08-21 17:52:07 main:574] : INFO : Epoch 1689 | loss: 0.0311917 | val_loss: 0.0311971 | Time: 4241.55 ms
[2021-08-21 17:52:11 main:574] : INFO : Epoch 1690 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 4142.82 ms
[2021-08-21 17:52:15 main:574] : INFO : Epoch 1691 | loss: 0.0311919 | val_loss: 0.0311953 | Time: 4189.8 ms
[2021-08-21 17:52:19 main:574] : INFO : Epoch 1692 | loss: 0.0311916 | val_loss: 0.0311935 | Time: 4178.09 ms
[2021-08-21 17:52:24 main:574] : INFO : Epoch 1693 | loss: 0.0311916 | val_loss: 0.0311933 | Time: 4222.4 ms
[2021-08-21 17:52:28 main:574] : INFO : Epoch 1694 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 4093.23 ms
[2021-08-21 17:52:32 main:574] : INFO : Epoch 1695 | loss: 0.031194 | val_loss: 0.0311964 | Time: 4194.26 ms
[2021-08-21 17:52:36 main:574] : INFO : Epoch 1696 | loss: 0.031193 | val_loss: 0.0311949 | Time: 4174.17 ms
[2021-08-21 17:52:40 main:574] : INFO : Epoch 1697 | loss: 0.0311914 | val_loss: 0.0311968 | Time: 4206.66 ms
[2021-08-21 17:52:45 main:574] : INFO : Epoch 1698 | loss: 0.0311895 | val_loss: 0.0311943 | Time: 4205.61 ms
[2021-08-21 17:52:49 main:574] : INFO : Epoch 1699 | loss: 0.0311898 | val_loss: 0.0311961 | Time: 4182.27 ms
[2021-08-21 17:52:53 main:574] : INFO : Epoch 1700 | loss: 0.0311891 | val_loss: 0.0311965 | Time: 4225.55 ms
[2021-08-21 17:52:57 main:574] : INFO : Epoch 1701 | loss: 0.0311909 | val_loss: 0.0311948 | Time: 4208.39 ms
[2021-08-21 17:53:01 main:574] : INFO : Epoch 1702 | loss: 0.0311893 | val_loss: 0.0311947 | Time: 4141.63 ms
[2021-08-21 17:53:06 main:574] : INFO : Epoch 1703 | loss: 0.0311892 | val_loss: 0.0311941 | Time: 4193.84 ms
[2021-08-21 17:53:10 main:574] : INFO : Epoch 1704 | loss: 0.0311912 | val_loss: 0.0311965 | Time: 4185.76 ms
[2021-08-21 17:53:14 main:574] : INFO : Epoch 1705 | loss: 0.0311921 | val_loss: 0.0311967 | Time: 4174.72 ms
[2021-08-21 17:53:18 main:574] : INFO : Epoch 1706 | loss: 0.0311892 | val_loss: 0.031195 | Time: 4110.16 ms
[2021-08-21 17:53:22 main:574] : INFO : Epoch 1707 | loss: 0.0311887 | val_loss: 0.0311954 | Time: 4093.94 ms
[2021-08-21 17:53:26 main:574] : INFO : Epoch 1708 | loss: 0.0311894 | val_loss: 0.0311935 | Time: 4159.58 ms
[2021-08-21 17:53:31 main:574] : INFO : Epoch 1709 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 4163.59 ms
[2021-08-21 17:53:35 main:574] : INFO : Epoch 1710 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 4142.87 ms
[2021-08-21 17:53:39 main:574] : INFO : Epoch 1711 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 4113.96 ms
[2021-08-21 17:53:43 main:574] : INFO : Epoch 1712 | loss: 0.0311889 | val_loss: 0.0311971 | Time: 4175.82 ms
[2021-08-21 17:53:47 main:574] : INFO : Epoch 1713 | loss: 0.0311908 | val_loss: 0.0311979 | Time: 4214.48 ms
[2021-08-21 17:53:52 main:574] : INFO : Epoch 1714 | loss: 0.0311903 | val_loss: 0.0311925 | Time: 4145.72 ms
[2021-08-21 17:53:56 main:574] : INFO : Epoch 1715 | loss: 0.0311879 | val_loss: 0.0311954 | Time: 4131.58 ms
[2021-08-21 17:54:00 main:574] : INFO : Epoch 1716 | loss: 0.0311909 | val_loss: 0.0311958 | Time: 4195.31 ms
[2021-08-21 17:54:04 main:574] : INFO : Epoch 1717 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 4184.99 ms
[2021-08-21 17:54:08 main:574] : INFO : Epoch 1718 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 4201.46 ms
[2021-08-21 17:54:12 main:574] : INFO : Epoch 1719 | loss: 0.0311923 | val_loss: 0.0312 | Time: 4051.18 ms
[2021-08-21 17:54:17 main:574] : INFO : Epoch 1720 | loss: 0.0311956 | val_loss: 0.0312021 | Time: 4170.47 ms
[2021-08-21 17:54:21 main:574] : INFO : Epoch 1721 | loss: 0.0311953 | val_loss: 0.0312032 | Time: 4122.05 ms
[2021-08-21 17:54:25 main:574] : INFO : Epoch 1722 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 4134.04 ms
[2021-08-21 17:54:29 main:574] : INFO : Epoch 1723 | loss: 0.031193 | val_loss: 0.0311968 | Time: 4185.84 ms
[2021-08-21 17:54:33 main:574] : INFO : Epoch 1724 | loss: 0.0311926 | val_loss: 0.0311959 | Time: 4230.46 ms
[2021-08-21 17:54:38 main:574] : INFO : Epoch 1725 | loss: 0.031193 | val_loss: 0.0311976 | Time: 4164.67 ms
[2021-08-21 17:54:42 main:574] : INFO : Epoch 1726 | loss: 0.0311942 | val_loss: 0.0311959 | Time: 4287.13 ms
[2021-08-21 17:54:46 main:574] : INFO : Epoch 1727 | loss: 0.0311962 | val_loss: 0.0311979 | Time: 4063.98 ms
[2021-08-21 17:54:50 main:574] : INFO : Epoch 1728 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 4047.76 ms
[2021-08-21 17:54:54 main:574] : INFO : Epoch 1729 | loss: 0.0311952 | val_loss: 0.0311993 | Time: 4130.69 ms
[2021-08-21 17:54:58 main:574] : INFO : Epoch 1730 | loss: 0.0311941 | val_loss: 0.0311963 | Time: 4113.25 ms
[2021-08-21 17:55:02 main:574] : INFO : Epoch 1731 | loss: 0.0311943 | val_loss: 0.0312022 | Time: 4154.37 ms
[2021-08-21 17:55:07 main:574] : INFO : Epoch 1732 | loss: 0.0311975 | val_loss: 0.0311967 | Time: 4135.81 ms
[2021-08-21 17:55:11 main:574] : INFO : Epoch 1733 | loss: 0.0311975 | val_loss: 0.0311956 | Time: 4112.47 ms
[2021-08-21 17:55:15 main:574] : INFO : Epoch 1734 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 4062.81 ms
[2021-08-21 17:55:19 main:574] : INFO : Epoch 1735 | loss: 0.0311938 | val_loss: 0.0312035 | Time: 4038.8 ms
[2021-08-21 17:55:23 main:574] : INFO : Epoch 1736 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 4037.83 ms
[2021-08-21 17:55:27 main:574] : INFO : Epoch 1737 | loss: 0.0311928 | val_loss: 0.0312004 | Time: 4062.03 ms
[2021-08-21 17:55:31 main:574] : INFO : Epoch 1738 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 4160.72 ms
[2021-08-21 17:55:35 main:574] : INFO : Epoch 1739 | loss: 0.0311933 | val_loss: 0.0311955 | Time: 4172.49 ms
[2021-08-21 17:55:40 main:574] : INFO : Epoch 1740 | loss: 0.0311946 | val_loss: 0.0311966 | Time: 4094.43 ms
[2021-08-21 17:55:44 main:574] : INFO : Epoch 1741 | loss: 0.0311953 | val_loss: 0.0311949 | Time: 4208.74 ms
[2021-08-21 17:55:48 main:574] : INFO : Epoch 1742 | loss: 0.0311928 | val_loss: 0.031198 | Time: 4222.29 ms
[2021-08-21 17:55:52 main:574] : INFO : Epoch 1743 | loss: 0.0311931 | val_loss: 0.0311964 | Time: 4088.9 ms
[2021-08-21 17:55:56 main:574] : INFO : Epoch 1744 | loss: 0.0311928 | val_loss: 0.0311962 | Time: 4047.58 ms
[2021-08-21 17:56:00 main:574] : INFO : Epoch 1745 | loss: 0.031193 | val_loss: 0.0311963 | Time: 4203.99 ms
[2021-08-21 17:56:04 main:574] : INFO : Epoch 1746 | loss: 0.0311976 | val_loss: 0.0312153 | Time: 4087.01 ms
[2021-08-21 17:56:09 main:574] : INFO : Epoch 1747 | loss: 0.0311996 | val_loss: 0.0311993 | Time: 4110.1 ms
[2021-08-21 17:56:13 main:574] : INFO : Epoch 1748 | loss: 0.0311971 | val_loss: 0.0312109 | Time: 4174.51 ms
[2021-08-21 17:56:17 main:574] : INFO : Epoch 1749 | loss: 0.0312003 | val_loss: 0.0311997 | Time: 4093.54 ms
[2021-08-21 17:56:21 main:574] : INFO : Epoch 1750 | loss: 0.0311977 | val_loss: 0.0311973 | Time: 4151.09 ms
[2021-08-21 17:56:25 main:574] : INFO : Epoch 1751 | loss: 0.0311936 | val_loss: 0.0311962 | Time: 4262.11 ms
[2021-08-21 17:56:30 main:574] : INFO : Epoch 1752 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 4195.68 ms
[2021-08-21 17:56:34 main:574] : INFO : Epoch 1753 | loss: 0.0311987 | val_loss: 0.0312018 | Time: 4067.72 ms
[2021-08-21 17:56:38 main:574] : INFO : Epoch 1754 | loss: 0.0311978 | val_loss: 0.0312064 | Time: 4633.88 ms
[2021-08-21 17:56:43 main:574] : INFO : Epoch 1755 | loss: 0.0311954 | val_loss: 0.0311983 | Time: 4271.57 ms
[2021-08-21 17:56:47 main:574] : INFO : Epoch 1756 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 4149.76 ms
[2021-08-21 17:56:51 main:574] : INFO : Epoch 1757 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 4295.55 ms
[2021-08-21 17:56:55 main:574] : INFO : Epoch 1758 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 4064.19 ms
[2021-08-21 17:56:59 main:574] : INFO : Epoch 1759 | loss: 0.0311918 | val_loss: 0.0311951 | Time: 4160.52 ms
[2021-08-21 17:57:04 main:574] : INFO : Epoch 1760 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 4202.06 ms
[2021-08-21 17:57:08 main:574] : INFO : Epoch 1761 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 4425.26 ms
[2021-08-21 17:57:12 main:574] : INFO : Epoch 1762 | loss: 0.0311934 | val_loss: 0.031196 | Time: 4168.17 ms
[2021-08-21 17:57:16 main:574] : INFO : Epoch 1763 | loss: 0.0311986 | val_loss: 0.031202 | Time: 4154.72 ms
[2021-08-21 17:57:21 main:574] : INFO : Epoch 1764 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 4115.4 ms
[2021-08-21 17:57:25 main:574] : INFO : Epoch 1765 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 4177.2 ms
[2021-08-21 17:57:29 main:574] : INFO : Epoch 1766 | loss: 0.0311981 | val_loss: 0.0312003 | Time: 4267.93 ms
[2021-08-21 17:57:33 main:574] : INFO : Epoch 1767 | loss: 0.0311928 | val_loss: 0.0311957 | Time: 4172.2 ms
[2021-08-21 17:57:38 main:574] : INFO : Epoch 1768 | loss: 0.0311931 | val_loss: 0.0312001 | Time: 4349.36 ms
[2021-08-21 17:57:42 main:574] : INFO : Epoch 1769 | loss: 0.0312011 | val_loss: 0.0311977 | Time: 4145.78 ms
[2021-08-21 17:57:46 main:574] : INFO : Epoch 1770 | loss: 0.0311956 | val_loss: 0.0311991 | Time: 4108.43 ms
[2021-08-21 17:57:50 main:574] : INFO : Epoch 1771 | loss: 0.0311943 | val_loss: 0.0311987 | Time: 4436.88 ms
[2021-08-21 17:57:54 main:574] : INFO : Epoch 1772 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 4191.47 ms
[2021-08-21 17:57:59 main:574] : INFO : Epoch 1773 | loss: 0.0311908 | val_loss: 0.031195 | Time: 4109.16 ms
[2021-08-21 17:58:03 main:574] : INFO : Epoch 1774 | loss: 0.0311908 | val_loss: 0.0311966 | Time: 4267.54 ms
[2021-08-21 17:58:07 main:574] : INFO : Epoch 1775 | loss: 0.0311934 | val_loss: 0.0311952 | Time: 4068.01 ms
[2021-08-21 17:58:11 main:574] : INFO : Epoch 1776 | loss: 0.0311924 | val_loss: 0.0311961 | Time: 4017.57 ms
[2021-08-21 17:58:15 main:574] : INFO : Epoch 1777 | loss: 0.0311915 | val_loss: 0.0311907 | Time: 4211.49 ms
[2021-08-21 17:58:19 main:574] : INFO : Epoch 1778 | loss: 0.0311867 | val_loss: 0.0311901 | Time: 4107.43 ms
[2021-08-21 17:58:23 main:574] : INFO : Epoch 1779 | loss: 0.031187 | val_loss: 0.0311897 | Time: 4075.89 ms
[2021-08-21 17:58:28 main:574] : INFO : Epoch 1780 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 4056.3 ms
[2021-08-21 17:58:32 main:574] : INFO : Epoch 1781 | loss: 0.0311854 | val_loss: 0.0311901 | Time: 4207.97 ms
[2021-08-21 17:58:36 main:574] : INFO : Epoch 1782 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 4145.15 ms
[2021-08-21 17:58:40 main:574] : INFO : Epoch 1783 | loss: 0.0311862 | val_loss: 0.031192 | Time: 4264.13 ms
[2021-08-21 17:58:44 main:574] : INFO : Epoch 1784 | loss: 0.0311882 | val_loss: 0.0311954 | Time: 4200.23 ms
[2021-08-21 17:58:49 main:574] : INFO : Epoch 1785 | loss: 0.0311893 | val_loss: 0.0311998 | Time: 4116.4 ms
[2021-08-21 17:58:53 main:574] : INFO : Epoch 1786 | loss: 0.0311884 | val_loss: 0.0311887 | Time: 4186.05 ms
[2021-08-21 17:58:57 main:574] : INFO : Epoch 1787 | loss: 0.0311846 | val_loss: 0.0311962 | Time: 4210.84 ms
[2021-08-21 17:59:01 main:574] : INFO : Epoch 1788 | loss: 0.0311923 | val_loss: 0.0311976 | Time: 4347.09 ms
[2021-08-21 17:59:06 main:574] : INFO : Epoch 1789 | loss: 0.0311902 | val_loss: 0.0311897 | Time: 4166.52 ms
[2021-08-21 17:59:10 main:574] : INFO : Epoch 1790 | loss: 0.031183 | val_loss: 0.0311894 | Time: 4182.94 ms
[2021-08-21 17:59:14 main:574] : INFO : Epoch 1791 | loss: 0.0311852 | val_loss: 0.03119 | Time: 4192.71 ms
[2021-08-21 17:59:18 main:574] : INFO : Epoch 1792 | loss: 0.0311848 | val_loss: 0.03119 | Time: 4024.97 ms
[2021-08-21 17:59:22 main:574] : INFO : Epoch 1793 | loss: 0.031185 | val_loss: 0.0311967 | Time: 4159.24 ms
[2021-08-21 17:59:26 main:574] : INFO : Epoch 1794 | loss: 0.0311866 | val_loss: 0.0311918 | Time: 4161.39 ms
[2021-08-21 17:59:31 main:574] : INFO : Epoch 1795 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 4141.03 ms
[2021-08-21 17:59:35 main:574] : INFO : Epoch 1796 | loss: 0.0311881 | val_loss: 0.0311946 | Time: 4170.64 ms
[2021-08-21 17:59:39 main:574] : INFO : Epoch 1797 | loss: 0.0311887 | val_loss: 0.0311909 | Time: 4174.54 ms
[2021-08-21 17:59:43 main:574] : INFO : Epoch 1798 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 4159.9 ms
[2021-08-21 17:59:47 main:574] : INFO : Epoch 1799 | loss: 0.031186 | val_loss: 0.0311924 | Time: 4253.48 ms
[2021-08-21 17:59:52 main:574] : INFO : Epoch 1800 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 4172.44 ms
[2021-08-21 17:59:56 main:574] : INFO : Epoch 1801 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 4150.81 ms
[2021-08-21 18:00:00 main:574] : INFO : Epoch 1802 | loss: 0.0311844 | val_loss: 0.0311912 | Time: 4192.06 ms
[2021-08-21 18:00:04 main:574] : INFO : Epoch 1803 | loss: 0.0311841 | val_loss: 0.0311882 | Time: 4224.67 ms
[2021-08-21 18:00:08 main:574] : INFO : Epoch 1804 | loss: 0.0311831 | val_loss: 0.0311904 | Time: 4067.05 ms
[2021-08-21 18:00:12 main:574] : INFO : Epoch 1805 | loss: 0.0311826 | val_loss: 0.0311921 | Time: 4068.91 ms
[2021-08-21 18:00:16 main:574] : INFO : Epoch 1806 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 4033.14 ms
[2021-08-21 18:00:20 main:574] : INFO : Epoch 1807 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 4043.84 ms
[2021-08-21 18:00:25 main:574] : INFO : Epoch 1808 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 4121.2 ms
[2021-08-21 18:00:29 main:574] : INFO : Epoch 1809 | loss: 0.0311869 | val_loss: 0.0311899 | Time: 4117.74 ms
[2021-08-21 18:00:33 main:574] : INFO : Epoch 1810 | loss: 0.0311871 | val_loss: 0.0311956 | Time: 4162.96 ms
[2021-08-21 18:00:37 main:574] : INFO : Epoch 1811 | loss: 0.0311868 | val_loss: 0.031198 | Time: 4125.26 ms
[2021-08-21 18:00:41 main:574] : INFO : Epoch 1812 | loss: 0.0311899 | val_loss: 0.0311967 | Time: 4211.41 ms
[2021-08-21 18:00:46 main:574] : INFO : Epoch 1813 | loss: 0.0311928 | val_loss: 0.031198 | Time: 4180.3 ms
[2021-08-21 18:00:50 main:574] : INFO : Epoch 1814 | loss: 0.0311921 | val_loss: 0.0311986 | Time: 4146.65 ms
[2021-08-21 18:00:54 main:574] : INFO : Epoch 1815 | loss: 0.0311915 | val_loss: 0.0311988 | Time: 4123.72 ms
[2021-08-21 18:00:58 main:574] : INFO : Epoch 1816 | loss: 0.0311914 | val_loss: 0.0311965 | Time: 4071.37 ms
[2021-08-21 18:01:02 main:574] : INFO : Epoch 1817 | loss: 0.0311907 | val_loss: 0.0312011 | Time: 4120.05 ms
[2021-08-21 18:01:06 main:574] : INFO : Epoch 1818 | loss: 0.0311907 | val_loss: 0.0311956 | Time: 4090.99 ms
[2021-08-21 18:01:10 main:574] : INFO : Epoch 1819 | loss: 0.0311912 | val_loss: 0.0311963 | Time: 4108.89 ms
[2021-08-21 18:01:14 main:574] : INFO : Epoch 1820 | loss: 0.0311917 | val_loss: 0.0311993 | Time: 4137.36 ms
[2021-08-21 18:01:19 main:574] : INFO : Epoch 1821 | loss: 0.0311923 | val_loss: 0.0311991 | Time: 4132.63 ms
[2021-08-21 18:01:23 main:574] : INFO : Epoch 1822 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 4162.98 ms
[2021-08-21 18:01:27 main:574] : INFO : Epoch 1823 | loss: 0.0311957 | val_loss: 0.0312167 | Time: 4099.37 ms
[2021-08-21 18:01:31 main:574] : INFO : Epoch 1824 | loss: 0.0311992 | val_loss: 0.031195 | Time: 4148.87 ms
[2021-08-21 18:01:35 main:574] : INFO : Epoch 1825 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 4235 ms
[2021-08-21 18:01:40 main:574] : INFO : Epoch 1826 | loss: 0.0311954 | val_loss: 0.0311992 | Time: 4170.92 ms
[2021-08-21 18:01:44 main:574] : INFO : Epoch 1827 | loss: 0.0311933 | val_loss: 0.0311968 | Time: 4120.02 ms
[2021-08-21 18:01:48 main:574] : INFO : Epoch 1828 | loss: 0.0311932 | val_loss: 0.0312004 | Time: 4250.7 ms
[2021-08-21 18:01:52 main:574] : INFO : Epoch 1829 | loss: 0.0311931 | val_loss: 0.0312045 | Time: 4144.63 ms
[2021-08-21 18:01:56 main:574] : INFO : Epoch 1830 | loss: 0.0311906 | val_loss: 0.031199 | Time: 4151.87 ms
[2021-08-21 18:02:00 main:574] : INFO : Epoch 1831 | loss: 0.0311939 | val_loss: 0.031196 | Time: 4113.08 ms
[2021-08-21 18:02:05 main:574] : INFO : Epoch 1832 | loss: 0.0311893 | val_loss: 0.0311948 | Time: 4049.34 ms
[2021-08-21 18:02:09 main:574] : INFO : Epoch 1833 | loss: 0.0311888 | val_loss: 0.0311958 | Time: 4087.87 ms
[2021-08-21 18:02:13 main:574] : INFO : Epoch 1834 | loss: 0.0311909 | val_loss: 0.0311969 | Time: 4130.88 ms
[2021-08-21 18:02:17 main:574] : INFO : Epoch 1835 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 4112.18 ms
[2021-08-21 18:02:21 main:574] : INFO : Epoch 1836 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 4087.03 ms
[2021-08-21 18:02:25 main:574] : INFO : Epoch 1837 | loss: 0.0311877 | val_loss: 0.0311948 | Time: 4107.7 ms
[2021-08-21 18:02:29 main:574] : INFO : Epoch 1838 | loss: 0.0311881 | val_loss: 0.0311929 | Time: 4133.58 ms
[2021-08-21 18:02:33 main:574] : INFO : Epoch 1839 | loss: 0.0311883 | val_loss: 0.0311952 | Time: 4148.56 ms
[2021-08-21 18:02:38 main:574] : INFO : Epoch 1840 | loss: 0.0311886 | val_loss: 0.0311987 | Time: 4062.3 ms
[2021-08-21 18:02:42 main:574] : INFO : Epoch 1841 | loss: 0.0311879 | val_loss: 0.0312007 | Time: 4177.29 ms
[2021-08-21 18:02:46 main:574] : INFO : Epoch 1842 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 4175.56 ms
[2021-08-21 18:02:50 main:574] : INFO : Epoch 1843 | loss: 0.0311907 | val_loss: 0.0311936 | Time: 4260.78 ms
[2021-08-21 18:02:54 main:574] : INFO : Epoch 1844 | loss: 0.0311876 | val_loss: 0.0311938 | Time: 4146.06 ms
[2021-08-21 18:02:58 main:574] : INFO : Epoch 1845 | loss: 0.0311838 | val_loss: 0.0311884 | Time: 4053.56 ms
[2021-08-21 18:03:03 main:574] : INFO : Epoch 1846 | loss: 0.0311822 | val_loss: 0.0311908 | Time: 4229.36 ms
[2021-08-21 18:03:07 main:574] : INFO : Epoch 1847 | loss: 0.0311823 | val_loss: 0.0311871 | Time: 4083.57 ms
[2021-08-21 18:03:11 main:574] : INFO : Epoch 1848 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 4103.28 ms
[2021-08-21 18:03:15 main:574] : INFO : Epoch 1849 | loss: 0.0311819 | val_loss: 0.031187 | Time: 4067.61 ms
[2021-08-21 18:03:19 main:574] : INFO : Epoch 1850 | loss: 0.0311863 | val_loss: 0.0311886 | Time: 4163.01 ms
[2021-08-21 18:03:23 main:574] : INFO : Epoch 1851 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 4164.24 ms
[2021-08-21 18:03:28 main:574] : INFO : Epoch 1852 | loss: 0.0311847 | val_loss: 0.0312011 | Time: 4184.6 ms
[2021-08-21 18:03:32 main:574] : INFO : Epoch 1853 | loss: 0.031186 | val_loss: 0.0311988 | Time: 4178.51 ms
[2021-08-21 18:03:36 main:574] : INFO : Epoch 1854 | loss: 0.0311868 | val_loss: 0.0311957 | Time: 4107.52 ms
[2021-08-21 18:03:40 main:574] : INFO : Epoch 1855 | loss: 0.0311856 | val_loss: 0.0311916 | Time: 4129.96 ms
[2021-08-21 18:03:44 main:574] : INFO : Epoch 1856 | loss: 0.0311805 | val_loss: 0.0311866 | Time: 4106.81 ms
[2021-08-21 18:03:48 main:574] : INFO : Epoch 1857 | loss: 0.031183 | val_loss: 0.0311873 | Time: 4195.24 ms
[2021-08-21 18:03:53 main:574] : INFO : Epoch 1858 | loss: 0.0311827 | val_loss: 0.0311871 | Time: 4158.15 ms
[2021-08-21 18:03:57 main:574] : INFO : Epoch 1859 | loss: 0.0311804 | val_loss: 0.0311896 | Time: 4039.85 ms
[2021-08-21 18:04:01 main:574] : INFO : Epoch 1860 | loss: 0.0311804 | val_loss: 0.0311921 | Time: 4235.05 ms
[2021-08-21 18:04:05 main:574] : INFO : Epoch 1861 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 4109.67 ms
[2021-08-21 18:04:09 main:574] : INFO : Epoch 1862 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 4040.31 ms
[2021-08-21 18:04:13 main:574] : INFO : Epoch 1863 | loss: 0.0311807 | val_loss: 0.0311896 | Time: 4064.34 ms
[2021-08-21 18:04:17 main:574] : INFO : Epoch 1864 | loss: 0.0311834 | val_loss: 0.0311895 | Time: 4045.55 ms
[2021-08-21 18:04:21 main:574] : INFO : Epoch 1865 | loss: 0.0311805 | val_loss: 0.0311897 | Time: 4066.31 ms
[2021-08-21 18:04:25 main:574] : INFO : Epoch 1866 | loss: 0.03118 | val_loss: 0.031185 | Time: 4087.07 ms
[2021-08-21 18:04:30 main:574] : INFO : Epoch 1867 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 4036 ms
[2021-08-21 18:04:34 main:574] : INFO : Epoch 1868 | loss: 0.0311839 | val_loss: 0.0311874 | Time: 4101.11 ms
[2021-08-21 18:04:38 main:574] : INFO : Epoch 1869 | loss: 0.0311823 | val_loss: 0.031187 | Time: 4104.17 ms
[2021-08-21 18:04:42 main:574] : INFO : Epoch 1870 | loss: 0.03118 | val_loss: 0.0311853 | Time: 4197.64 ms
[2021-08-21 18:04:46 main:574] : INFO : Epoch 1871 | loss: 0.0311806 | val_loss: 0.0311885 | Time: 4083.3 ms
[2021-08-21 18:04:50 main:574] : INFO : Epoch 1872 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 4214.12 ms
[2021-08-21 18:04:54 main:574] : INFO : Epoch 1873 | loss: 0.0311807 | val_loss: 0.0311888 | Time: 4144.14 ms
[2021-08-21 18:04:59 main:574] : INFO : Epoch 1874 | loss: 0.0311783 | val_loss: 0.0311857 | Time: 4101.43 ms
[2021-08-21 18:05:03 main:574] : INFO : Epoch 1875 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 4107.21 ms
[2021-08-21 18:05:07 main:574] : INFO : Epoch 1876 | loss: 0.031179 | val_loss: 0.0311882 | Time: 4073.31 ms
[2021-08-21 18:05:11 main:574] : INFO : Epoch 1877 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 4058.18 ms
[2021-08-21 18:05:15 main:574] : INFO : Epoch 1878 | loss: 0.0311833 | val_loss: 0.031201 | Time: 4231.29 ms
[2021-08-21 18:05:19 main:574] : INFO : Epoch 1879 | loss: 0.031183 | val_loss: 0.0311912 | Time: 4152.88 ms
[2021-08-21 18:05:23 main:574] : INFO : Epoch 1880 | loss: 0.0311823 | val_loss: 0.0311875 | Time: 4098.91 ms
[2021-08-21 18:05:28 main:574] : INFO : Epoch 1881 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 4180.75 ms
[2021-08-21 18:05:32 main:574] : INFO : Epoch 1882 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 4068.38 ms
[2021-08-21 18:05:36 main:574] : INFO : Epoch 1883 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 4154.24 ms
[2021-08-21 18:05:40 main:574] : INFO : Epoch 1884 | loss: 0.0311811 | val_loss: 0.0311974 | Time: 4160.01 ms
[2021-08-21 18:05:44 main:574] : INFO : Epoch 1885 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 4119.08 ms
[2021-08-21 18:05:48 main:574] : INFO : Epoch 1886 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 4108.11 ms
[2021-08-21 18:05:53 main:574] : INFO : Epoch 1887 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 4163.87 ms
[2021-08-21 18:05:57 main:574] : INFO : Epoch 1888 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 4132.46 ms
[2021-08-21 18:06:01 main:574] : INFO : Epoch 1889 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 4219.99 ms
[2021-08-21 18:06:05 main:574] : INFO : Epoch 1890 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 4086.59 ms
[2021-08-21 18:06:09 main:574] : INFO : Epoch 1891 | loss: 0.0311796 | val_loss: 0.0311897 | Time: 4058.02 ms
[2021-08-21 18:06:13 main:574] : INFO : Epoch 1892 | loss: 0.0311813 | val_loss: 0.031188 | Time: 4201.36 ms
[2021-08-21 18:06:18 main:574] : INFO : Epoch 1893 | loss: 0.0311837 | val_loss: 0.0311907 | Time: 4139.69 ms
[2021-08-21 18:06:22 main:574] : INFO : Epoch 1894 | loss: 0.0311832 | val_loss: 0.0311901 | Time: 4144.38 ms
[2021-08-21 18:06:26 main:574] : INFO : Epoch 1895 | loss: 0.0311798 | val_loss: 0.0311891 | Time: 4115.53 ms
[2021-08-21 18:06:30 main:574] : INFO : Epoch 1896 | loss: 0.0311782 | val_loss: 0.0311854 | Time: 4120.15 ms
[2021-08-21 18:06:34 main:574] : INFO : Epoch 1897 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 4146.16 ms
[2021-08-21 18:06:38 main:574] : INFO : Epoch 1898 | loss: 0.0311778 | val_loss: 0.0311858 | Time: 4230.24 ms
[2021-08-21 18:06:43 main:574] : INFO : Epoch 1899 | loss: 0.0311785 | val_loss: 0.0311869 | Time: 4136.04 ms
[2021-08-21 18:06:47 main:574] : INFO : Epoch 1900 | loss: 0.0311786 | val_loss: 0.0311873 | Time: 4180.23 ms
[2021-08-21 18:06:51 main:574] : INFO : Epoch 1901 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 4123.48 ms
[2021-08-21 18:06:55 main:574] : INFO : Epoch 1902 | loss: 0.03118 | val_loss: 0.0311973 | Time: 4217.37 ms
[2021-08-21 18:06:59 main:574] : INFO : Epoch 1903 | loss: 0.031181 | val_loss: 0.031185 | Time: 4063.72 ms
[2021-08-21 18:07:03 main:574] : INFO : Epoch 1904 | loss: 0.0311787 | val_loss: 0.0311854 | Time: 4222.57 ms
[2021-08-21 18:07:08 main:574] : INFO : Epoch 1905 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 4130.46 ms
[2021-08-21 18:07:12 main:574] : INFO : Epoch 1906 | loss: 0.0311784 | val_loss: 0.0311874 | Time: 4224.88 ms
[2021-08-21 18:07:16 main:574] : INFO : Epoch 1907 | loss: 0.0311805 | val_loss: 0.0311864 | Time: 4491.52 ms
[2021-08-21 18:07:21 main:574] : INFO : Epoch 1908 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 4107.18 ms
[2021-08-21 18:07:25 main:574] : INFO : Epoch 1909 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 4352.75 ms
[2021-08-21 18:07:29 main:574] : INFO : Epoch 1910 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 4406.07 ms
[2021-08-21 18:07:34 main:574] : INFO : Epoch 1911 | loss: 0.0311786 | val_loss: 0.0311897 | Time: 4208.42 ms
[2021-08-21 18:07:38 main:574] : INFO : Epoch 1912 | loss: 0.031178 | val_loss: 0.0311908 | Time: 4150.71 ms
[2021-08-21 18:07:42 main:574] : INFO : Epoch 1913 | loss: 0.0311777 | val_loss: 0.0311875 | Time: 4170.53 ms
[2021-08-21 18:07:46 main:574] : INFO : Epoch 1914 | loss: 0.0311778 | val_loss: 0.0311905 | Time: 4120.97 ms
[2021-08-21 18:07:50 main:574] : INFO : Epoch 1915 | loss: 0.0311768 | val_loss: 0.031185 | Time: 4106.25 ms
[2021-08-21 18:07:54 main:574] : INFO : Epoch 1916 | loss: 0.031177 | val_loss: 0.0311843 | Time: 4085.44 ms
[2021-08-21 18:07:59 main:574] : INFO : Epoch 1917 | loss: 0.0311793 | val_loss: 0.0311919 | Time: 4282.4 ms
[2021-08-21 18:08:03 main:574] : INFO : Epoch 1918 | loss: 0.0311789 | val_loss: 0.0311879 | Time: 4482.42 ms
[2021-08-21 18:08:07 main:574] : INFO : Epoch 1919 | loss: 0.0311797 | val_loss: 0.0311971 | Time: 4063.37 ms
[2021-08-21 18:08:11 main:574] : INFO : Epoch 1920 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 4094.3 ms
[2021-08-21 18:08:15 main:574] : INFO : Epoch 1921 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 4097.35 ms
[2021-08-21 18:08:19 main:574] : INFO : Epoch 1922 | loss: 0.0311763 | val_loss: 0.0311885 | Time: 4063.54 ms
[2021-08-21 18:08:24 main:574] : INFO : Epoch 1923 | loss: 0.0311797 | val_loss: 0.0311857 | Time: 4105.93 ms
[2021-08-21 18:08:28 main:574] : INFO : Epoch 1924 | loss: 0.0311817 | val_loss: 0.0311865 | Time: 4083.18 ms
[2021-08-21 18:08:32 main:574] : INFO : Epoch 1925 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 4223.86 ms
[2021-08-21 18:08:36 main:574] : INFO : Epoch 1926 | loss: 0.0311776 | val_loss: 0.0311884 | Time: 4141.68 ms
[2021-08-21 18:08:40 main:574] : INFO : Epoch 1927 | loss: 0.0311791 | val_loss: 0.0311906 | Time: 4185.69 ms
[2021-08-21 18:08:44 main:574] : INFO : Epoch 1928 | loss: 0.0311807 | val_loss: 0.0311891 | Time: 4155.7 ms
[2021-08-21 18:08:49 main:574] : INFO : Epoch 1929 | loss: 0.0311785 | val_loss: 0.0311916 | Time: 4134.03 ms
[2021-08-21 18:08:53 main:574] : INFO : Epoch 1930 | loss: 0.0311808 | val_loss: 0.0311863 | Time: 4252.59 ms
[2021-08-21 18:08:57 main:574] : INFO : Epoch 1931 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 4043.66 ms
[2021-08-21 18:09:01 main:574] : INFO : Epoch 1932 | loss: 0.0311788 | val_loss: 0.03119 | Time: 4161.68 ms
[2021-08-21 18:09:05 main:574] : INFO : Epoch 1933 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 4186.71 ms
[2021-08-21 18:09:09 main:574] : INFO : Epoch 1934 | loss: 0.031185 | val_loss: 0.0311902 | Time: 4106.07 ms
[2021-08-21 18:09:14 main:574] : INFO : Epoch 1935 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 4192.29 ms
[2021-08-21 18:09:18 main:574] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311855 | Time: 4113.98 ms
[2021-08-21 18:09:22 main:574] : INFO : Epoch 1937 | loss: 0.0311821 | val_loss: 0.0311883 | Time: 4126.64 ms
[2021-08-21 18:09:26 main:574] : INFO : Epoch 1938 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 4246.55 ms
[2021-08-21 18:09:30 main:574] : INFO : Epoch 1939 | loss: 0.0311799 | val_loss: 0.0311948 | Time: 4157.34 ms
[2021-08-21 18:09:35 main:574] : INFO : Epoch 1940 | loss: 0.0311805 | val_loss: 0.0311846 | Time: 4182.18 ms
[2021-08-21 18:09:39 main:574] : INFO : Epoch 1941 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 4245.99 ms
[2021-08-21 18:09:43 main:574] : INFO : Epoch 1942 | loss: 0.0311768 | val_loss: 0.0311876 | Time: 4187.14 ms
[2021-08-21 18:09:47 main:574] : INFO : Epoch 1943 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 4082.51 ms
[2021-08-21 18:09:51 main:574] : INFO : Epoch 1944 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 4109.81 ms
[2021-08-21 18:09:56 main:574] : INFO : Epoch 1945 | loss: 0.0311776 | val_loss: 0.0311857 | Time: 4257.03 ms
[2021-08-21 18:10:00 main:574] : INFO : Epoch 1946 | loss: 0.0311868 | val_loss: 0.0311984 | Time: 4211.81 ms
[2021-08-21 18:10:04 main:574] : INFO : Epoch 1947 | loss: 0.0311892 | val_loss: 0.0311944 | Time: 4202.68 ms
[2021-08-21 18:10:08 main:574] : INFO : Epoch 1948 | loss: 0.0311792 | val_loss: 0.0311901 | Time: 4142.26 ms
[2021-08-21 18:10:12 main:574] : INFO : Epoch 1949 | loss: 0.0311894 | val_loss: 0.0311942 | Time: 4153.82 ms
[2021-08-21 18:10:17 main:574] : INFO : Epoch 1950 | loss: 0.0311976 | val_loss: 0.0312007 | Time: 4177.84 ms
[2021-08-21 18:10:21 main:574] : INFO : Epoch 1951 | loss: 0.0311974 | val_loss: 0.0311932 | Time: 4160.26 ms
[2021-08-21 18:10:25 main:574] : INFO : Epoch 1952 | loss: 0.0311912 | val_loss: 0.0311885 | Time: 4190.98 ms
[2021-08-21 18:10:29 main:574] : INFO : Epoch 1953 | loss: 0.0311904 | val_loss: 0.0311889 | Time: 4207.07 ms
[2021-08-21 18:10:33 main:574] : INFO : Epoch 1954 | loss: 0.0311933 | val_loss: 0.0311917 | Time: 4124.24 ms
[2021-08-21 18:10:37 main:574] : INFO : Epoch 1955 | loss: 0.0311889 | val_loss: 0.031189 | Time: 4084.29 ms
[2021-08-21 18:10:42 main:574] : INFO : Epoch 1956 | loss: 0.0311875 | val_loss: 0.0311876 | Time: 4127.97 ms
[2021-08-21 18:10:46 main:574] : INFO : Epoch 1957 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 4122.91 ms
[2021-08-21 18:10:50 main:574] : INFO : Epoch 1958 | loss: 0.031189 | val_loss: 0.0311889 | Time: 4278.9 ms
[2021-08-21 18:10:54 main:574] : INFO : Epoch 1959 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 4190.11 ms
[2021-08-21 18:10:58 main:574] : INFO : Epoch 1960 | loss: 0.0311976 | val_loss: 0.0311917 | Time: 4098.99 ms
[2021-08-21 18:11:03 main:574] : INFO : Epoch 1961 | loss: 0.0311964 | val_loss: 0.0311967 | Time: 4171.63 ms
[2021-08-21 18:11:07 main:574] : INFO : Epoch 1962 | loss: 0.0311921 | val_loss: 0.031194 | Time: 4102.73 ms
[2021-08-21 18:11:11 main:574] : INFO : Epoch 1963 | loss: 0.0311913 | val_loss: 0.031191 | Time: 4125.36 ms
[2021-08-21 18:11:15 main:574] : INFO : Epoch 1964 | loss: 0.0311884 | val_loss: 0.031191 | Time: 4080.1 ms
[2021-08-21 18:11:19 main:574] : INFO : Epoch 1965 | loss: 0.0311889 | val_loss: 0.0311922 | Time: 4095.73 ms
[2021-08-21 18:11:23 main:574] : INFO : Epoch 1966 | loss: 0.0311905 | val_loss: 0.0311893 | Time: 4024.66 ms
[2021-08-21 18:11:27 main:574] : INFO : Epoch 1967 | loss: 0.0311866 | val_loss: 0.0311919 | Time: 4098.36 ms
[2021-08-21 18:11:31 main:574] : INFO : Epoch 1968 | loss: 0.0311864 | val_loss: 0.0311888 | Time: 4186.37 ms
[2021-08-21 18:11:36 main:574] : INFO : Epoch 1969 | loss: 0.031185 | val_loss: 0.0311885 | Time: 4193.89 ms
[2021-08-21 18:11:40 main:574] : INFO : Epoch 1970 | loss: 0.0311868 | val_loss: 0.0311884 | Time: 4176.81 ms
[2021-08-21 18:11:44 main:574] : INFO : Epoch 1971 | loss: 0.0311887 | val_loss: 0.031193 | Time: 4149.51 ms
[2021-08-21 18:11:48 main:574] : INFO : Epoch 1972 | loss: 0.0311881 | val_loss: 0.0311929 | Time: 4153.72 ms
[2021-08-21 18:11:52 main:574] : INFO : Epoch 1973 | loss: 0.0311905 | val_loss: 0.0311895 | Time: 4104.74 ms
[2021-08-21 18:11:56 main:574] : INFO : Epoch 1974 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 4165.92 ms
[2021-08-21 18:12:01 main:574] : INFO : Epoch 1975 | loss: 0.0311895 | val_loss: 0.031188 | Time: 4094.88 ms
[2021-08-21 18:12:05 main:574] : INFO : Epoch 1976 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 4231.73 ms
[2021-08-21 18:12:09 main:574] : INFO : Epoch 1977 | loss: 0.0311851 | val_loss: 0.031187 | Time: 4185.24 ms
[2021-08-21 18:12:13 main:574] : INFO : Epoch 1978 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 4064.1 ms
[2021-08-21 18:12:17 main:574] : INFO : Epoch 1979 | loss: 0.0311834 | val_loss: 0.0311862 | Time: 4101.6 ms
[2021-08-21 18:12:21 main:574] : INFO : Epoch 1980 | loss: 0.0311838 | val_loss: 0.0311863 | Time: 4151.69 ms
[2021-08-21 18:12:26 main:574] : INFO : Epoch 1981 | loss: 0.0311841 | val_loss: 0.0311864 | Time: 4251.01 ms
[2021-08-21 18:12:30 main:574] : INFO : Epoch 1982 | loss: 0.0311829 | val_loss: 0.0311869 | Time: 4194.1 ms
[2021-08-21 18:12:34 main:574] : INFO : Epoch 1983 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 4234.07 ms
[2021-08-21 18:12:38 main:574] : INFO : Epoch 1984 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 4207.28 ms
[2021-08-21 18:12:43 main:574] : INFO : Epoch 1985 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 4238.59 ms
[2021-08-21 18:12:47 main:574] : INFO : Epoch 1986 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 4160.82 ms
[2021-08-21 18:12:51 main:574] : INFO : Epoch 1987 | loss: 0.0311828 | val_loss: 0.0311878 | Time: 4204.28 ms
[2021-08-21 18:12:55 main:574] : INFO : Epoch 1988 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 4035.55 ms
[2021-08-21 18:12:59 main:574] : INFO : Epoch 1989 | loss: 0.0311842 | val_loss: 0.0311947 | Time: 4229.04 ms
[2021-08-21 18:13:03 main:574] : INFO : Epoch 1990 | loss: 0.0311918 | val_loss: 0.0311919 | Time: 4116.08 ms
[2021-08-21 18:13:08 main:574] : INFO : Epoch 1991 | loss: 0.0311928 | val_loss: 0.0311907 | Time: 4233.55 ms
[2021-08-21 18:13:12 main:574] : INFO : Epoch 1992 | loss: 0.0311913 | val_loss: 0.0311937 | Time: 4048.45 ms
[2021-08-21 18:13:16 main:574] : INFO : Epoch 1993 | loss: 0.0311929 | val_loss: 0.0311902 | Time: 4111.68 ms
[2021-08-21 18:13:20 main:574] : INFO : Epoch 1994 | loss: 0.0311884 | val_loss: 0.0311901 | Time: 4459.31 ms
[2021-08-21 18:13:24 main:574] : INFO : Epoch 1995 | loss: 0.031187 | val_loss: 0.0311894 | Time: 4131.12 ms
[2021-08-21 18:13:29 main:574] : INFO : Epoch 1996 | loss: 0.0311866 | val_loss: 0.0311902 | Time: 4158.1 ms
[2021-08-21 18:13:33 main:574] : INFO : Epoch 1997 | loss: 0.0311886 | val_loss: 0.031191 | Time: 4065.55 ms
[2021-08-21 18:13:37 main:574] : INFO : Epoch 1998 | loss: 0.0311882 | val_loss: 0.0311924 | Time: 4170.13 ms
[2021-08-21 18:13:41 main:574] : INFO : Epoch 1999 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 4143.96 ms
[2021-08-21 18:13:45 main:574] : INFO : Epoch 2000 | loss: 0.031187 | val_loss: 0.0311908 | Time: 4196.33 ms
[2021-08-21 18:13:49 main:574] : INFO : Epoch 2001 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 4100.52 ms
[2021-08-21 18:13:54 main:574] : INFO : Epoch 2002 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 4086.4 ms
[2021-08-21 18:13:58 main:574] : INFO : Epoch 2003 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 4105.46 ms
[2021-08-21 18:14:02 main:574] : INFO : Epoch 2004 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 4187.95 ms
[2021-08-21 18:14:06 main:574] : INFO : Epoch 2005 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 4217.53 ms
[2021-08-21 18:14:10 main:574] : INFO : Epoch 2006 | loss: 0.0311864 | val_loss: 0.031189 | Time: 4209.75 ms
[2021-08-21 18:14:15 main:574] : INFO : Epoch 2007 | loss: 0.0311864 | val_loss: 0.031188 | Time: 4147.23 ms
[2021-08-21 18:14:19 main:574] : INFO : Epoch 2008 | loss: 0.0311874 | val_loss: 0.0311906 | Time: 4110.33 ms
[2021-08-21 18:14:23 main:574] : INFO : Epoch 2009 | loss: 0.0311888 | val_loss: 0.0311967 | Time: 4157.15 ms
[2021-08-21 18:14:27 main:574] : INFO : Epoch 2010 | loss: 0.0311951 | val_loss: 0.0311978 | Time: 4158.58 ms
[2021-08-21 18:14:31 main:574] : INFO : Epoch 2011 | loss: 0.0311953 | val_loss: 0.0311978 | Time: 4124.47 ms
[2021-08-21 18:14:35 main:574] : INFO : Epoch 2012 | loss: 0.0312011 | val_loss: 0.0312031 | Time: 4156.04 ms
[2021-08-21 18:14:40 main:574] : INFO : Epoch 2013 | loss: 0.0311994 | val_loss: 0.0312014 | Time: 4150.7 ms
[2021-08-21 18:14:44 main:574] : INFO : Epoch 2014 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 4203.6 ms
[2021-08-21 18:14:48 main:574] : INFO : Epoch 2015 | loss: 0.0311999 | val_loss: 0.0312019 | Time: 4147.83 ms
[2021-08-21 18:14:52 main:574] : INFO : Epoch 2016 | loss: 0.0311965 | val_loss: 0.0312 | Time: 4121.18 ms
[2021-08-21 18:14:56 main:574] : INFO : Epoch 2017 | loss: 0.0311951 | val_loss: 0.0311985 | Time: 4083.8 ms
[2021-08-21 18:15:00 main:574] : INFO : Epoch 2018 | loss: 0.0311949 | val_loss: 0.0311966 | Time: 4240.49 ms
[2021-08-21 18:15:05 main:574] : INFO : Epoch 2019 | loss: 0.0311972 | val_loss: 0.0311992 | Time: 4083.01 ms
[2021-08-21 18:15:09 main:574] : INFO : Epoch 2020 | loss: 0.0311972 | val_loss: 0.0311967 | Time: 4090.54 ms
[2021-08-21 18:15:13 main:574] : INFO : Epoch 2021 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 4065.65 ms
[2021-08-21 18:15:17 main:574] : INFO : Epoch 2022 | loss: 0.0311948 | val_loss: 0.0311987 | Time: 4023.85 ms
[2021-08-21 18:15:21 main:574] : INFO : Epoch 2023 | loss: 0.0311941 | val_loss: 0.0311946 | Time: 4070.27 ms
[2021-08-21 18:15:25 main:574] : INFO : Epoch 2024 | loss: 0.0311911 | val_loss: 0.0311942 | Time: 4023.94 ms
[2021-08-21 18:15:29 main:574] : INFO : Epoch 2025 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 4073.52 ms
[2021-08-21 18:15:33 main:574] : INFO : Epoch 2026 | loss: 0.031193 | val_loss: 0.0311982 | Time: 4139.83 ms
[2021-08-21 18:15:37 main:574] : INFO : Epoch 2027 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 4106.72 ms
[2021-08-21 18:15:42 main:574] : INFO : Epoch 2028 | loss: 0.0311949 | val_loss: 0.0311961 | Time: 4158.57 ms
[2021-08-21 18:15:46 main:574] : INFO : Epoch 2029 | loss: 0.0311926 | val_loss: 0.0311936 | Time: 4100.43 ms
[2021-08-21 18:15:50 main:574] : INFO : Epoch 2030 | loss: 0.0311912 | val_loss: 0.031194 | Time: 4147.62 ms
[2021-08-21 18:15:54 main:574] : INFO : Epoch 2031 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 4190.3 ms
[2021-08-21 18:15:58 main:574] : INFO : Epoch 2032 | loss: 0.031191 | val_loss: 0.0311957 | Time: 4147.37 ms
[2021-08-21 18:16:02 main:574] : INFO : Epoch 2033 | loss: 0.0311915 | val_loss: 0.0311926 | Time: 4128.19 ms
[2021-08-21 18:16:07 main:574] : INFO : Epoch 2034 | loss: 0.0311927 | val_loss: 0.0311994 | Time: 4183.01 ms
[2021-08-21 18:16:11 main:574] : INFO : Epoch 2035 | loss: 0.0311946 | val_loss: 0.0311974 | Time: 4208.01 ms
[2021-08-21 18:16:15 main:574] : INFO : Epoch 2036 | loss: 0.0311915 | val_loss: 0.0311923 | Time: 4172.16 ms
[2021-08-21 18:16:19 main:574] : INFO : Epoch 2037 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 4114.22 ms
[2021-08-21 18:16:23 main:574] : INFO : Epoch 2038 | loss: 0.0311886 | val_loss: 0.0311906 | Time: 4089.4 ms
[2021-08-21 18:16:27 main:574] : INFO : Epoch 2039 | loss: 0.0311886 | val_loss: 0.0311913 | Time: 4085.03 ms
[2021-08-21 18:16:31 main:574] : INFO : Epoch 2040 | loss: 0.0311887 | val_loss: 0.0311929 | Time: 4088.69 ms
[2021-08-21 18:16:36 main:574] : INFO : Epoch 2041 | loss: 0.0311886 | val_loss: 0.0311934 | Time: 4183.56 ms
[2021-08-21 18:16:40 main:574] : INFO : Epoch 2042 | loss: 0.031189 | val_loss: 0.0311937 | Time: 4062.59 ms
[2021-08-21 18:16:44 main:574] : INFO : Epoch 2043 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 4206.62 ms
[2021-08-21 18:16:48 main:574] : INFO : Epoch 2044 | loss: 0.0311881 | val_loss: 0.031191 | Time: 4088.73 ms
[2021-08-21 18:16:52 main:574] : INFO : Epoch 2045 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 4158.11 ms
[2021-08-21 18:16:56 main:574] : INFO : Epoch 2046 | loss: 0.0311884 | val_loss: 0.031191 | Time: 4136.37 ms
[2021-08-21 18:17:01 main:574] : INFO : Epoch 2047 | loss: 0.0311929 | val_loss: 0.0311983 | Time: 4176.37 ms
[2021-08-21 18:17:05 main:574] : INFO : Epoch 2048 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 4117.85 ms
[2021-08-21 18:17:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311913
[2021-08-21 18:17:05 main:603] : INFO : Saving end state to config to file
[2021-08-21 18:17:05 main:608] : INFO : Success, exiting..
18:17:05 (9220): 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)