Task 6794980
| Name | ParityMachine-1627977959-19929-1_1 |
| Workunit | 4187292 |
| Created | 22 Aug 2021, 0:27:00 UTC |
| Sent | 22 Aug 2021, 1:36:07 UTC |
| Report deadline | 29 Aug 2021, 1:36:07 UTC |
| Received | 22 Aug 2021, 13:40:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 6 sec |
| CPU time | 2 hours 19 min 15 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: 0.0312399 | val_loss: 0.0312416 | Time: 4117.53 ms
[2021-08-22 15:05:27 main:574] : INFO : Epoch 1543 | loss: 0.0312409 | val_loss: 0.0312407 | Time: 4305.74 ms
[2021-08-22 15:05:31 main:574] : INFO : Epoch 1544 | loss: 0.0312398 | val_loss: 0.0312408 | Time: 4037.65 ms
[2021-08-22 15:05:35 main:574] : INFO : Epoch 1545 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 4182.24 ms
[2021-08-22 15:05:39 main:574] : INFO : Epoch 1546 | loss: 0.0312395 | val_loss: 0.0312403 | Time: 4054.08 ms
[2021-08-22 15:05:43 main:574] : INFO : Epoch 1547 | loss: 0.0312397 | val_loss: 0.0312416 | Time: 4071.04 ms
[2021-08-22 15:05:47 main:574] : INFO : Epoch 1548 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 4128.13 ms
[2021-08-22 15:05:52 main:574] : INFO : Epoch 1549 | loss: 0.0312401 | val_loss: 0.0312431 | Time: 4071.34 ms
[2021-08-22 15:05:56 main:574] : INFO : Epoch 1550 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 4065.53 ms
[2021-08-22 15:06:00 main:574] : INFO : Epoch 1551 | loss: 0.0312404 | val_loss: 0.031245 | Time: 4046.52 ms
[2021-08-22 15:06:04 main:574] : INFO : Epoch 1552 | loss: 0.0312434 | val_loss: 0.031243 | Time: 4119.07 ms
[2021-08-22 15:06:08 main:574] : INFO : Epoch 1553 | loss: 0.0312414 | val_loss: 0.0312414 | Time: 4305.16 ms
[2021-08-22 15:06:12 main:574] : INFO : Epoch 1554 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 4150.94 ms
[2021-08-22 15:06:17 main:574] : INFO : Epoch 1555 | loss: 0.0312399 | val_loss: 0.0312431 | Time: 4401.76 ms
[2021-08-22 15:06:21 main:574] : INFO : Epoch 1556 | loss: 0.0312396 | val_loss: 0.0312405 | Time: 4256.82 ms
[2021-08-22 15:06:25 main:574] : INFO : Epoch 1557 | loss: 0.0312416 | val_loss: 0.0312478 | Time: 4103.05 ms
[2021-08-22 15:06:29 main:574] : INFO : Epoch 1558 | loss: 0.0312444 | val_loss: 0.0312415 | Time: 4105.71 ms
[2021-08-22 15:06:33 main:574] : INFO : Epoch 1559 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 4042.15 ms
[2021-08-22 15:06:38 main:574] : INFO : Epoch 1560 | loss: 0.0312405 | val_loss: 0.0312437 | Time: 4125.61 ms
[2021-08-22 15:06:42 main:574] : INFO : Epoch 1561 | loss: 0.0312419 | val_loss: 0.0312449 | Time: 4120.31 ms
[2021-08-22 15:06:46 main:574] : INFO : Epoch 1562 | loss: 0.0312427 | val_loss: 0.0312398 | Time: 4172.06 ms
[2021-08-22 15:06:50 main:574] : INFO : Epoch 1563 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 4169.23 ms
[2021-08-22 15:06:54 main:574] : INFO : Epoch 1564 | loss: 0.0312438 | val_loss: 0.0312453 | Time: 4182.78 ms
[2021-08-22 15:06:58 main:574] : INFO : Epoch 1565 | loss: 0.0312413 | val_loss: 0.031242 | Time: 4092.93 ms
[2021-08-22 15:07:03 main:574] : INFO : Epoch 1566 | loss: 0.0312409 | val_loss: 0.0312465 | Time: 4146.1 ms
[2021-08-22 15:07:07 main:574] : INFO : Epoch 1567 | loss: 0.0312442 | val_loss: 0.031245 | Time: 4083.61 ms
[2021-08-22 15:07:11 main:574] : INFO : Epoch 1568 | loss: 0.0312438 | val_loss: 0.031243 | Time: 4114.81 ms
[2021-08-22 15:07:15 main:574] : INFO : Epoch 1569 | loss: 0.0312417 | val_loss: 0.0312408 | Time: 4123.74 ms
[2021-08-22 15:07:19 main:574] : INFO : Epoch 1570 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 4032.15 ms
[2021-08-22 15:07:23 main:574] : INFO : Epoch 1571 | loss: 0.0312416 | val_loss: 0.0312424 | Time: 4175.28 ms
[2021-08-22 15:07:27 main:574] : INFO : Epoch 1572 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 4181.37 ms
[2021-08-22 15:07:32 main:574] : INFO : Epoch 1573 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 4176.53 ms
[2021-08-22 15:07:36 main:574] : INFO : Epoch 1574 | loss: 0.0312407 | val_loss: 0.0312445 | Time: 4074.83 ms
[2021-08-22 15:07:40 main:574] : INFO : Epoch 1575 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 4144.1 ms
[2021-08-22 15:07:44 main:574] : INFO : Epoch 1576 | loss: 0.0312415 | val_loss: 0.0312402 | Time: 4162.9 ms
[2021-08-22 15:07:48 main:574] : INFO : Epoch 1577 | loss: 0.0312413 | val_loss: 0.0312422 | Time: 4101.6 ms
[2021-08-22 15:07:52 main:574] : INFO : Epoch 1578 | loss: 0.0312406 | val_loss: 0.0312432 | Time: 4033.89 ms
[2021-08-22 15:07:56 main:574] : INFO : Epoch 1579 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 4043.81 ms
[2021-08-22 15:08:00 main:574] : INFO : Epoch 1580 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 4223.39 ms
[2021-08-22 15:08:05 main:574] : INFO : Epoch 1581 | loss: 0.0312421 | val_loss: 0.0312409 | Time: 4219.17 ms
[2021-08-22 15:08:09 main:574] : INFO : Epoch 1582 | loss: 0.0312406 | val_loss: 0.0312415 | Time: 4065.25 ms
[2021-08-22 15:08:13 main:574] : INFO : Epoch 1583 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 4153.13 ms
[2021-08-22 15:08:17 main:574] : INFO : Epoch 1584 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 4209 ms
[2021-08-22 15:08:21 main:574] : INFO : Epoch 1585 | loss: 0.031241 | val_loss: 0.031241 | Time: 4185.13 ms
[2021-08-22 15:08:25 main:574] : INFO : Epoch 1586 | loss: 0.0312407 | val_loss: 0.031243 | Time: 4072.6 ms
[2021-08-22 15:08:30 main:574] : INFO : Epoch 1587 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 4135.92 ms
[2021-08-22 15:08:34 main:574] : INFO : Epoch 1588 | loss: 0.0312398 | val_loss: 0.0312408 | Time: 4244.15 ms
[2021-08-22 15:08:38 main:574] : INFO : Epoch 1589 | loss: 0.0312402 | val_loss: 0.0312398 | Time: 4094 ms
[2021-08-22 15:08:42 main:574] : INFO : Epoch 1590 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 4205.68 ms
[2021-08-22 15:08:46 main:574] : INFO : Epoch 1591 | loss: 0.031242 | val_loss: 0.0312427 | Time: 4112.62 ms
[2021-08-22 15:08:51 main:574] : INFO : Epoch 1592 | loss: 0.0312404 | val_loss: 0.0312399 | Time: 4098.51 ms
[2021-08-22 15:08:55 main:574] : INFO : Epoch 1593 | loss: 0.0312398 | val_loss: 0.0312434 | Time: 4144.99 ms
[2021-08-22 15:08:59 main:574] : INFO : Epoch 1594 | loss: 0.0312406 | val_loss: 0.0312402 | Time: 4234.51 ms
[2021-08-22 15:09:03 main:574] : INFO : Epoch 1595 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 4244.14 ms
[2021-08-22 15:09:07 main:574] : INFO : Epoch 1596 | loss: 0.0312409 | val_loss: 0.0312423 | Time: 4181.24 ms
[2021-08-22 15:09:12 main:574] : INFO : Epoch 1597 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 4180.66 ms
[2021-08-22 15:09:16 main:574] : INFO : Epoch 1598 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 4283.41 ms
[2021-08-22 15:09:20 main:574] : INFO : Epoch 1599 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 4068.39 ms
[2021-08-22 15:09:24 main:574] : INFO : Epoch 1600 | loss: 0.0312402 | val_loss: 0.0312396 | Time: 4131.55 ms
[2021-08-22 15:09:28 main:574] : INFO : Epoch 1601 | loss: 0.0312402 | val_loss: 0.0312435 | Time: 4165.22 ms
[2021-08-22 15:09:33 main:574] : INFO : Epoch 1602 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 4184.07 ms
[2021-08-22 15:09:37 main:574] : INFO : Epoch 1603 | loss: 0.0312448 | val_loss: 0.0312407 | Time: 4157.27 ms
[2021-08-22 15:09:41 main:574] : INFO : Epoch 1604 | loss: 0.031241 | val_loss: 0.031244 | Time: 4209.6 ms
[2021-08-22 15:09:45 main:574] : INFO : Epoch 1605 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 4139.94 ms
[2021-08-22 15:09:50 main:574] : INFO : Epoch 1606 | loss: 0.031241 | val_loss: 0.0312397 | Time: 4409.33 ms
[2021-08-22 15:09:54 main:574] : INFO : Epoch 1607 | loss: 0.0312408 | val_loss: 0.0312435 | Time: 4192.14 ms
[2021-08-22 15:09:58 main:574] : INFO : Epoch 1608 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 4084.47 ms
[2021-08-22 15:10:02 main:574] : INFO : Epoch 1609 | loss: 0.0312422 | val_loss: 0.0312398 | Time: 4099.88 ms
[2021-08-22 15:10:06 main:574] : INFO : Epoch 1610 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 4085.01 ms
[2021-08-22 15:10:10 main:574] : INFO : Epoch 1611 | loss: 0.031241 | val_loss: 0.0312416 | Time: 4064.37 ms
[2021-08-22 15:10:15 main:574] : INFO : Epoch 1612 | loss: 0.031241 | val_loss: 0.0312401 | Time: 4264.92 ms
[2021-08-22 15:10:19 main:574] : INFO : Epoch 1613 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 4205.19 ms
[2021-08-22 15:10:23 main:574] : INFO : Epoch 1614 | loss: 0.031241 | val_loss: 0.031241 | Time: 4070.17 ms
[2021-08-22 15:10:27 main:574] : INFO : Epoch 1615 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 4124.67 ms
[2021-08-22 15:10:31 main:574] : INFO : Epoch 1616 | loss: 0.0312407 | val_loss: 0.0312402 | Time: 4234.13 ms
[2021-08-22 15:10:36 main:574] : INFO : Epoch 1617 | loss: 0.0312406 | val_loss: 0.0312405 | Time: 4280.45 ms
[2021-08-22 15:10:40 main:574] : INFO : Epoch 1618 | loss: 0.0312421 | val_loss: 0.0312417 | Time: 4061.95 ms
[2021-08-22 15:10:44 main:574] : INFO : Epoch 1619 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 4099.05 ms
[2021-08-22 15:10:48 main:574] : INFO : Epoch 1620 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 4140.16 ms
[2021-08-22 15:10:52 main:574] : INFO : Epoch 1621 | loss: 0.0312414 | val_loss: 0.0312404 | Time: 4045 ms
[2021-08-22 15:10:56 main:574] : INFO : Epoch 1622 | loss: 0.031241 | val_loss: 0.031241 | Time: 4124.76 ms
[2021-08-22 15:11:00 main:574] : INFO : Epoch 1623 | loss: 0.0312416 | val_loss: 0.0312475 | Time: 4058.17 ms
[2021-08-22 15:11:04 main:574] : INFO : Epoch 1624 | loss: 0.031245 | val_loss: 0.031242 | Time: 4089.97 ms
[2021-08-22 15:11:08 main:574] : INFO : Epoch 1625 | loss: 0.0312423 | val_loss: 0.0312411 | Time: 4077.71 ms
[2021-08-22 15:11:13 main:574] : INFO : Epoch 1626 | loss: 0.0312405 | val_loss: 0.031242 | Time: 4092.12 ms
[2021-08-22 15:11:17 main:574] : INFO : Epoch 1627 | loss: 0.0312402 | val_loss: 0.031241 | Time: 4012.39 ms
[2021-08-22 15:11:21 main:574] : INFO : Epoch 1628 | loss: 0.0312409 | val_loss: 0.0312407 | Time: 4176.71 ms
[2021-08-22 15:11:25 main:574] : INFO : Epoch 1629 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 4250.52 ms
[2021-08-22 15:11:29 main:574] : INFO : Epoch 1630 | loss: 0.0312423 | val_loss: 0.0312414 | Time: 4047.11 ms
[2021-08-22 15:11:33 main:574] : INFO : Epoch 1631 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 4058.9 ms
[2021-08-22 15:11:37 main:574] : INFO : Epoch 1632 | loss: 0.0312416 | val_loss: 0.0312415 | Time: 4104.61 ms
[2021-08-22 15:11:41 main:574] : INFO : Epoch 1633 | loss: 0.0312413 | val_loss: 0.0312404 | Time: 4111.23 ms
[2021-08-22 15:11:46 main:574] : INFO : Epoch 1634 | loss: 0.0312414 | val_loss: 0.0312419 | Time: 4171.98 ms
[2021-08-22 15:11:50 main:574] : INFO : Epoch 1635 | loss: 0.0312414 | val_loss: 0.0312417 | Time: 4083.96 ms
[2021-08-22 15:11:54 main:574] : INFO : Epoch 1636 | loss: 0.0312418 | val_loss: 0.0312422 | Time: 4255.38 ms
[2021-08-22 15:11:58 main:574] : INFO : Epoch 1637 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 4168.52 ms
[2021-08-22 15:12:02 main:574] : INFO : Epoch 1638 | loss: 0.0312412 | val_loss: 0.0312399 | Time: 4156.34 ms
[2021-08-22 15:12:07 main:574] : INFO : Epoch 1639 | loss: 0.0312408 | val_loss: 0.0312452 | Time: 4114.13 ms
[2021-08-22 15:12:11 main:574] : INFO : Epoch 1640 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 4129.45 ms
[2021-08-22 15:12:15 main:574] : INFO : Epoch 1641 | loss: 0.0312412 | val_loss: 0.0312412 | Time: 4160.1 ms
[2021-08-22 15:12:19 main:574] : INFO : Epoch 1642 | loss: 0.0312407 | val_loss: 0.03124 | Time: 4039.43 ms
[2021-08-22 15:12:23 main:574] : INFO : Epoch 1643 | loss: 0.03124 | val_loss: 0.0312398 | Time: 4086.75 ms
[2021-08-22 15:12:27 main:574] : INFO : Epoch 1644 | loss: 0.0312402 | val_loss: 0.03124 | Time: 4167.34 ms
[2021-08-22 15:12:31 main:574] : INFO : Epoch 1645 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 4175.12 ms
[2021-08-22 15:12:36 main:574] : INFO : Epoch 1646 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 4193.46 ms
[2021-08-22 15:12:40 main:574] : INFO : Epoch 1647 | loss: 0.03124 | val_loss: 0.0312398 | Time: 4149.77 ms
[2021-08-22 15:12:44 main:574] : INFO : Epoch 1648 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 4082.89 ms
[2021-08-22 15:12:48 main:574] : INFO : Epoch 1649 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 4176.1 ms
[2021-08-22 15:12:52 main:574] : INFO : Epoch 1650 | loss: 0.0312431 | val_loss: 0.031241 | Time: 4186.16 ms
[2021-08-22 15:12:56 main:574] : INFO : Epoch 1651 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 4133.82 ms
[2021-08-22 15:13:01 main:574] : INFO : Epoch 1652 | loss: 0.0312409 | val_loss: 0.0312405 | Time: 4103.84 ms
[2021-08-22 15:13:05 main:574] : INFO : Epoch 1653 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 4093.66 ms
[2021-08-22 15:13:09 main:574] : INFO : Epoch 1654 | loss: 0.0312402 | val_loss: 0.0312411 | Time: 4106.02 ms
[2021-08-22 15:13:13 main:574] : INFO : Epoch 1655 | loss: 0.0312409 | val_loss: 0.0312419 | Time: 4051.83 ms
[2021-08-22 15:13:17 main:574] : INFO : Epoch 1656 | loss: 0.0312405 | val_loss: 0.0312411 | Time: 4042.98 ms
[2021-08-22 15:13:21 main:574] : INFO : Epoch 1657 | loss: 0.031242 | val_loss: 0.0312424 | Time: 4062.42 ms
[2021-08-22 15:13:25 main:574] : INFO : Epoch 1658 | loss: 0.031241 | val_loss: 0.0312411 | Time: 4070.32 ms
[2021-08-22 15:13:29 main:574] : INFO : Epoch 1659 | loss: 0.0312408 | val_loss: 0.0312456 | Time: 4046.67 ms
[2021-08-22 15:13:33 main:574] : INFO : Epoch 1660 | loss: 0.0312417 | val_loss: 0.0312399 | Time: 4035.09 ms
[2021-08-22 15:13:37 main:574] : INFO : Epoch 1661 | loss: 0.0312416 | val_loss: 0.0312426 | Time: 4055.09 ms
[2021-08-22 15:13:41 main:574] : INFO : Epoch 1662 | loss: 0.0312433 | val_loss: 0.0312417 | Time: 4135.53 ms
[2021-08-22 15:13:46 main:574] : INFO : Epoch 1663 | loss: 0.0312416 | val_loss: 0.0312407 | Time: 4162.58 ms
[2021-08-22 15:13:50 main:574] : INFO : Epoch 1664 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 3996.96 ms
[2021-08-22 15:13:54 main:574] : INFO : Epoch 1665 | loss: 0.0312414 | val_loss: 0.0312475 | Time: 4120.72 ms
[2021-08-22 15:13:58 main:574] : INFO : Epoch 1666 | loss: 0.0312446 | val_loss: 0.0312521 | Time: 4181.06 ms
[2021-08-22 15:14:02 main:574] : INFO : Epoch 1667 | loss: 0.0312445 | val_loss: 0.0312432 | Time: 4169.56 ms
[2021-08-22 15:14:07 main:574] : INFO : Epoch 1668 | loss: 0.0312413 | val_loss: 0.0312418 | Time: 4435.68 ms
[2021-08-22 15:14:11 main:574] : INFO : Epoch 1669 | loss: 0.0312427 | val_loss: 0.0312407 | Time: 4082.94 ms
[2021-08-22 15:14:15 main:574] : INFO : Epoch 1670 | loss: 0.0312404 | val_loss: 0.03124 | Time: 4190.98 ms
[2021-08-22 15:14:19 main:574] : INFO : Epoch 1671 | loss: 0.0312406 | val_loss: 0.0312411 | Time: 4187.02 ms
[2021-08-22 15:14:23 main:574] : INFO : Epoch 1672 | loss: 0.0312401 | val_loss: 0.0312429 | Time: 4068.14 ms
[2021-08-22 15:14:28 main:574] : INFO : Epoch 1673 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 4176.74 ms
[2021-08-22 15:14:32 main:574] : INFO : Epoch 1674 | loss: 0.0312429 | val_loss: 0.0312402 | Time: 4077.89 ms
[2021-08-22 15:14:36 main:574] : INFO : Epoch 1675 | loss: 0.0312409 | val_loss: 0.0312405 | Time: 4191.14 ms
[2021-08-22 15:14:40 main:574] : INFO : Epoch 1676 | loss: 0.0312405 | val_loss: 0.0312402 | Time: 4130.34 ms
[2021-08-22 15:14:44 main:574] : INFO : Epoch 1677 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 4050.96 ms
[2021-08-22 15:14:48 main:574] : INFO : Epoch 1678 | loss: 0.031242 | val_loss: 0.0312402 | Time: 4123.62 ms
[2021-08-22 15:14:52 main:574] : INFO : Epoch 1679 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 4106.8 ms
[2021-08-22 15:14:56 main:574] : INFO : Epoch 1680 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 4042.2 ms
[2021-08-22 15:15:01 main:574] : INFO : Epoch 1681 | loss: 0.0312404 | val_loss: 0.0312425 | Time: 4228.34 ms
[2021-08-22 15:15:05 main:574] : INFO : Epoch 1682 | loss: 0.0312405 | val_loss: 0.0312425 | Time: 4137.02 ms
[2021-08-22 15:15:09 main:574] : INFO : Epoch 1683 | loss: 0.0312415 | val_loss: 0.0312412 | Time: 4174.78 ms
[2021-08-22 15:15:13 main:574] : INFO : Epoch 1684 | loss: 0.0312406 | val_loss: 0.031241 | Time: 4197.22 ms
[2021-08-22 15:15:17 main:574] : INFO : Epoch 1685 | loss: 0.0312404 | val_loss: 0.031242 | Time: 4107.61 ms
[2021-08-22 15:15:21 main:574] : INFO : Epoch 1686 | loss: 0.0312411 | val_loss: 0.0312396 | Time: 4034.45 ms
[2021-08-22 15:15:26 main:574] : INFO : Epoch 1687 | loss: 0.03124 | val_loss: 0.0312428 | Time: 4078.39 ms
[2021-08-22 15:15:30 main:574] : INFO : Epoch 1688 | loss: 0.0312424 | val_loss: 0.0312413 | Time: 4132.91 ms
[2021-08-22 15:15:34 main:574] : INFO : Epoch 1689 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 4085.39 ms
[2021-08-22 15:15:38 main:574] : INFO : Epoch 1690 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 4125.64 ms
[2021-08-22 15:15:42 main:574] : INFO : Epoch 1691 | loss: 0.0312414 | val_loss: 0.0312404 | Time: 4141.72 ms
[2021-08-22 15:15:46 main:574] : INFO : Epoch 1692 | loss: 0.0312406 | val_loss: 0.0312433 | Time: 4155.52 ms
[2021-08-22 15:15:50 main:574] : INFO : Epoch 1693 | loss: 0.0312411 | val_loss: 0.031241 | Time: 4098.33 ms
[2021-08-22 15:15:54 main:574] : INFO : Epoch 1694 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 4030.95 ms
[2021-08-22 15:15:59 main:574] : INFO : Epoch 1695 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 4057.97 ms
[2021-08-22 15:16:03 main:574] : INFO : Epoch 1696 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 4147.96 ms
[2021-08-22 15:16:07 main:574] : INFO : Epoch 1697 | loss: 0.0312421 | val_loss: 0.0312414 | Time: 4117.81 ms
[2021-08-22 15:16:11 main:574] : INFO : Epoch 1698 | loss: 0.0312408 | val_loss: 0.0312407 | Time: 4079.29 ms
[2021-08-22 15:16:15 main:574] : INFO : Epoch 1699 | loss: 0.0312428 | val_loss: 0.0312447 | Time: 4087.02 ms
[2021-08-22 15:16:19 main:574] : INFO : Epoch 1700 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 4147.42 ms
[2021-08-22 15:16:23 main:574] : INFO : Epoch 1701 | loss: 0.0312422 | val_loss: 0.0312409 | Time: 4045.23 ms
[2021-08-22 15:16:28 main:574] : INFO : Epoch 1702 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 4221.44 ms
[2021-08-22 15:16:32 main:574] : INFO : Epoch 1703 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 4201.58 ms
[2021-08-22 15:16:36 main:574] : INFO : Epoch 1704 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 4485.72 ms
[2021-08-22 15:16:41 main:574] : INFO : Epoch 1705 | loss: 0.0312404 | val_loss: 0.0312417 | Time: 4483.06 ms
[2021-08-22 15:16:45 main:574] : INFO : Epoch 1706 | loss: 0.0312401 | val_loss: 0.0312407 | Time: 4260.53 ms
[2021-08-22 15:16:49 main:574] : INFO : Epoch 1707 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 4153.31 ms
[2021-08-22 15:16:53 main:574] : INFO : Epoch 1708 | loss: 0.0312411 | val_loss: 0.0312406 | Time: 4079.1 ms
[2021-08-22 15:16:57 main:574] : INFO : Epoch 1709 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 4156.85 ms
[2021-08-22 15:17:02 main:574] : INFO : Epoch 1710 | loss: 0.0312415 | val_loss: 0.0312404 | Time: 4159.15 ms
[2021-08-22 15:17:06 main:574] : INFO : Epoch 1711 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 4040.46 ms
[2021-08-22 15:17:10 main:574] : INFO : Epoch 1712 | loss: 0.031241 | val_loss: 0.0312407 | Time: 4088.52 ms
[2021-08-22 15:17:14 main:574] : INFO : Epoch 1713 | loss: 0.0312418 | val_loss: 0.0312419 | Time: 4049.83 ms
[2021-08-22 15:17:18 main:574] : INFO : Epoch 1714 | loss: 0.031241 | val_loss: 0.0312432 | Time: 4071.59 ms
[2021-08-22 15:17:22 main:574] : INFO : Epoch 1715 | loss: 0.0312413 | val_loss: 0.0312405 | Time: 4072.18 ms
[2021-08-22 15:17:26 main:574] : INFO : Epoch 1716 | loss: 0.0312421 | val_loss: 0.031248 | Time: 4106.18 ms
[2021-08-22 15:17:30 main:574] : INFO : Epoch 1717 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 4172.26 ms
[2021-08-22 15:17:34 main:574] : INFO : Epoch 1718 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 4073.74 ms
[2021-08-22 15:17:39 main:574] : INFO : Epoch 1719 | loss: 0.0312416 | val_loss: 0.0312428 | Time: 4198.73 ms
[2021-08-22 15:17:43 main:574] : INFO : Epoch 1720 | loss: 0.0312422 | val_loss: 0.0312398 | Time: 4142.72 ms
[2021-08-22 15:17:47 main:574] : INFO : Epoch 1721 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 4199.22 ms
[2021-08-22 15:17:51 main:574] : INFO : Epoch 1722 | loss: 0.0312422 | val_loss: 0.0312497 | Time: 4092.49 ms
[2021-08-22 15:17:55 main:574] : INFO : Epoch 1723 | loss: 0.0312439 | val_loss: 0.0312402 | Time: 4103.57 ms
[2021-08-22 15:18:00 main:574] : INFO : Epoch 1724 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 4140.42 ms
[2021-08-22 15:18:04 main:574] : INFO : Epoch 1725 | loss: 0.03124 | val_loss: 0.0312428 | Time: 4064.05 ms
[2021-08-22 15:18:08 main:574] : INFO : Epoch 1726 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 3989.94 ms
[2021-08-22 15:18:12 main:574] : INFO : Epoch 1727 | loss: 0.0312397 | val_loss: 0.0312424 | Time: 4060.38 ms
[2021-08-22 15:18:16 main:574] : INFO : Epoch 1728 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 4070.14 ms
[2021-08-22 15:18:20 main:574] : INFO : Epoch 1729 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 4164.63 ms
[2021-08-22 15:18:24 main:574] : INFO : Epoch 1730 | loss: 0.0312423 | val_loss: 0.031241 | Time: 4202.28 ms
[2021-08-22 15:18:28 main:574] : INFO : Epoch 1731 | loss: 0.0312429 | val_loss: 0.0312468 | Time: 4016.07 ms
[2021-08-22 15:18:32 main:574] : INFO : Epoch 1732 | loss: 0.0312419 | val_loss: 0.03124 | Time: 4069.55 ms
[2021-08-22 15:18:36 main:574] : INFO : Epoch 1733 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 4109.51 ms
[2021-08-22 15:18:41 main:574] : INFO : Epoch 1734 | loss: 0.0312413 | val_loss: 0.0312407 | Time: 4183.67 ms
[2021-08-22 15:18:45 main:574] : INFO : Epoch 1735 | loss: 0.0312417 | val_loss: 0.031245 | Time: 4145.2 ms
[2021-08-22 15:18:49 main:574] : INFO : Epoch 1736 | loss: 0.0312425 | val_loss: 0.0312399 | Time: 4074.23 ms
[2021-08-22 15:18:53 main:574] : INFO : Epoch 1737 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 4209.14 ms
[2021-08-22 15:18:57 main:574] : INFO : Epoch 1738 | loss: 0.0312426 | val_loss: 0.0312413 | Time: 4166.63 ms
[2021-08-22 15:19:01 main:574] : INFO : Epoch 1739 | loss: 0.0312408 | val_loss: 0.0312397 | Time: 4158.07 ms
[2021-08-22 15:19:06 main:574] : INFO : Epoch 1740 | loss: 0.0312406 | val_loss: 0.031241 | Time: 4217.37 ms
[2021-08-22 15:19:10 main:574] : INFO : Epoch 1741 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 4085.01 ms
[2021-08-22 15:19:14 main:574] : INFO : Epoch 1742 | loss: 0.031242 | val_loss: 0.031243 | Time: 4153.85 ms
[2021-08-22 15:19:18 main:574] : INFO : Epoch 1743 | loss: 0.031241 | val_loss: 0.0312407 | Time: 4061.51 ms
[2021-08-22 15:19:22 main:574] : INFO : Epoch 1744 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 4141.42 ms
[2021-08-22 15:19:26 main:574] : INFO : Epoch 1745 | loss: 0.0312406 | val_loss: 0.0312414 | Time: 4104.2 ms
[2021-08-22 15:19:31 main:574] : INFO : Epoch 1746 | loss: 0.031242 | val_loss: 0.0312429 | Time: 4230.82 ms
[2021-08-22 15:19:35 main:574] : INFO : Epoch 1747 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 4056.12 ms
[2021-08-22 15:19:39 main:574] : INFO : Epoch 1748 | loss: 0.0312397 | val_loss: 0.0312432 | Time: 4050.27 ms
[2021-08-22 15:19:43 main:574] : INFO : Epoch 1749 | loss: 0.0312429 | val_loss: 0.0312417 | Time: 4082.86 ms
[2021-08-22 15:19:47 main:574] : INFO : Epoch 1750 | loss: 0.0312434 | val_loss: 0.0312411 | Time: 4195.78 ms
[2021-08-22 15:19:51 main:574] : INFO : Epoch 1751 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 4036.65 ms
[2021-08-22 15:19:55 main:574] : INFO : Epoch 1752 | loss: 0.03124 | val_loss: 0.0312405 | Time: 4109.8 ms
[2021-08-22 15:19:59 main:574] : INFO : Epoch 1753 | loss: 0.031242 | val_loss: 0.0312434 | Time: 4101.07 ms
[2021-08-22 15:20:04 main:574] : INFO : Epoch 1754 | loss: 0.0312412 | val_loss: 0.0312402 | Time: 4116.03 ms
[2021-08-22 15:20:08 main:574] : INFO : Epoch 1755 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 4174.49 ms
[2021-08-22 15:20:12 main:574] : INFO : Epoch 1756 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 4047.68 ms
[2021-08-22 15:20:16 main:574] : INFO : Epoch 1757 | loss: 0.031241 | val_loss: 0.03124 | Time: 4167.88 ms
[2021-08-22 15:20:20 main:574] : INFO : Epoch 1758 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 4094.08 ms
[2021-08-22 15:20:24 main:574] : INFO : Epoch 1759 | loss: 0.0312418 | val_loss: 0.0312402 | Time: 4082.35 ms
[2021-08-22 15:20:28 main:574] : INFO : Epoch 1760 | loss: 0.0312485 | val_loss: 0.0312527 | Time: 4086.02 ms
[2021-08-22 15:20:33 main:574] : INFO : Epoch 1761 | loss: 0.031246 | val_loss: 0.0312424 | Time: 4136.47 ms
[2021-08-22 15:20:37 main:574] : INFO : Epoch 1762 | loss: 0.0312425 | val_loss: 0.0312411 | Time: 4129.59 ms
[2021-08-22 15:20:41 main:574] : INFO : Epoch 1763 | loss: 0.0312423 | val_loss: 0.0312403 | Time: 4175.87 ms
[2021-08-22 15:20:45 main:574] : INFO : Epoch 1764 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 4188.68 ms
[2021-08-22 15:20:49 main:574] : INFO : Epoch 1765 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4119.85 ms
[2021-08-22 15:20:53 main:574] : INFO : Epoch 1766 | loss: 0.0312418 | val_loss: 0.0312418 | Time: 4092.37 ms
[2021-08-22 15:20:57 main:574] : INFO : Epoch 1767 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 4102.28 ms
[2021-08-22 15:21:01 main:574] : INFO : Epoch 1768 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 4030.58 ms
[2021-08-22 15:21:06 main:574] : INFO : Epoch 1769 | loss: 0.0312403 | val_loss: 0.0312394 | Time: 4308.52 ms
[2021-08-22 15:21:10 main:574] : INFO : Epoch 1770 | loss: 0.0312403 | val_loss: 0.0312415 | Time: 4042.88 ms
[2021-08-22 15:21:14 main:574] : INFO : Epoch 1771 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 4061.35 ms
[2021-08-22 15:21:18 main:574] : INFO : Epoch 1772 | loss: 0.0312409 | val_loss: 0.03124 | Time: 4043.81 ms
[2021-08-22 15:21:22 main:574] : INFO : Epoch 1773 | loss: 0.0312402 | val_loss: 0.0312396 | Time: 4033.59 ms
[2021-08-22 15:21:26 main:574] : INFO : Epoch 1774 | loss: 0.0312403 | val_loss: 0.031243 | Time: 3997.53 ms
[2021-08-22 15:21:30 main:574] : INFO : Epoch 1775 | loss: 0.0312424 | val_loss: 0.0312403 | Time: 4109.45 ms
[2021-08-22 15:21:34 main:574] : INFO : Epoch 1776 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 4070.32 ms
[2021-08-22 15:21:39 main:574] : INFO : Epoch 1777 | loss: 0.0312417 | val_loss: 0.0312414 | Time: 4308.73 ms
[2021-08-22 15:21:43 main:574] : INFO : Epoch 1778 | loss: 0.0312406 | val_loss: 0.0312426 | Time: 4321.8 ms
[2021-08-22 15:21:47 main:574] : INFO : Epoch 1779 | loss: 0.0312436 | val_loss: 0.0312413 | Time: 4069.28 ms
[2021-08-22 15:21:51 main:574] : INFO : Epoch 1780 | loss: 0.0312428 | val_loss: 0.0312465 | Time: 4129.29 ms
[2021-08-22 15:21:55 main:574] : INFO : Epoch 1781 | loss: 0.0312425 | val_loss: 0.0312407 | Time: 4047.26 ms
[2021-08-22 15:21:59 main:574] : INFO : Epoch 1782 | loss: 0.0312412 | val_loss: 0.0312406 | Time: 4078.51 ms
[2021-08-22 15:22:04 main:574] : INFO : Epoch 1783 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 4184.44 ms
[2021-08-22 15:22:08 main:574] : INFO : Epoch 1784 | loss: 0.0312411 | val_loss: 0.0312407 | Time: 4237.81 ms
[2021-08-22 15:22:12 main:574] : INFO : Epoch 1785 | loss: 0.0312406 | val_loss: 0.0312422 | Time: 4235.7 ms
[2021-08-22 15:22:16 main:574] : INFO : Epoch 1786 | loss: 0.0312406 | val_loss: 0.0312398 | Time: 4354.47 ms
[2021-08-22 15:22:21 main:574] : INFO : Epoch 1787 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 4258.55 ms
[2021-08-22 15:22:25 main:574] : INFO : Epoch 1788 | loss: 0.0312415 | val_loss: 0.0312407 | Time: 4126.67 ms
[2021-08-22 15:22:29 main:574] : INFO : Epoch 1789 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 4153.79 ms
[2021-08-22 15:22:33 main:574] : INFO : Epoch 1790 | loss: 0.0312415 | val_loss: 0.0312432 | Time: 4167.32 ms
[2021-08-22 15:22:37 main:574] : INFO : Epoch 1791 | loss: 0.0312411 | val_loss: 0.0312449 | Time: 4138.66 ms
[2021-08-22 15:22:41 main:574] : INFO : Epoch 1792 | loss: 0.0312436 | val_loss: 0.0312408 | Time: 4061.07 ms
[2021-08-22 15:22:46 main:574] : INFO : Epoch 1793 | loss: 0.0312425 | val_loss: 0.0312456 | Time: 4076.1 ms
[2021-08-22 15:22:50 main:574] : INFO : Epoch 1794 | loss: 0.0312413 | val_loss: 0.0312454 | Time: 4270.74 ms
[2021-08-22 15:22:54 main:574] : INFO : Epoch 1795 | loss: 0.0312432 | val_loss: 0.0312417 | Time: 4089.12 ms
[2021-08-22 15:22:58 main:574] : INFO : Epoch 1796 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 4152.26 ms
[2021-08-22 15:23:02 main:574] : INFO : Epoch 1797 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 4157.25 ms
[2021-08-22 15:23:06 main:574] : INFO : Epoch 1798 | loss: 0.0312424 | val_loss: 0.0312443 | Time: 4036.12 ms
[2021-08-22 15:23:10 main:574] : INFO : Epoch 1799 | loss: 0.0312416 | val_loss: 0.0312398 | Time: 4081.72 ms
[2021-08-22 15:23:15 main:574] : INFO : Epoch 1800 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 4072.97 ms
[2021-08-22 15:23:19 main:574] : INFO : Epoch 1801 | loss: 0.0312407 | val_loss: 0.0312444 | Time: 4099.88 ms
[2021-08-22 15:23:23 main:574] : INFO : Epoch 1802 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 4049.47 ms
[2021-08-22 15:23:27 main:574] : INFO : Epoch 1803 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 4088.83 ms
[2021-08-22 15:23:31 main:574] : INFO : Epoch 1804 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 4083.39 ms
[2021-08-22 15:23:35 main:574] : INFO : Epoch 1805 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 4136.95 ms
[2021-08-22 15:23:39 main:574] : INFO : Epoch 1806 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 4260.28 ms
[2021-08-22 15:23:44 main:574] : INFO : Epoch 1807 | loss: 0.0312401 | val_loss: 0.0312396 | Time: 4077.55 ms
[2021-08-22 15:23:48 main:574] : INFO : Epoch 1808 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 4180.33 ms
[2021-08-22 15:23:52 main:574] : INFO : Epoch 1809 | loss: 0.0312408 | val_loss: 0.031241 | Time: 4080.04 ms
[2021-08-22 15:23:56 main:574] : INFO : Epoch 1810 | loss: 0.031241 | val_loss: 0.0312413 | Time: 4227.59 ms
[2021-08-22 15:24:00 main:574] : INFO : Epoch 1811 | loss: 0.031241 | val_loss: 0.0312409 | Time: 4345.15 ms
[2021-08-22 15:24:05 main:574] : INFO : Epoch 1812 | loss: 0.0312407 | val_loss: 0.0312414 | Time: 4189.52 ms
[2021-08-22 15:24:09 main:574] : INFO : Epoch 1813 | loss: 0.0312401 | val_loss: 0.0312441 | Time: 4160.35 ms
[2021-08-22 15:24:13 main:574] : INFO : Epoch 1814 | loss: 0.0312413 | val_loss: 0.0312398 | Time: 4199.56 ms
[2021-08-22 15:24:17 main:574] : INFO : Epoch 1815 | loss: 0.0312416 | val_loss: 0.0312404 | Time: 4063.72 ms
[2021-08-22 15:24:21 main:574] : INFO : Epoch 1816 | loss: 0.031241 | val_loss: 0.0312401 | Time: 4165.84 ms
[2021-08-22 15:24:25 main:574] : INFO : Epoch 1817 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 4104.55 ms
[2021-08-22 15:24:30 main:574] : INFO : Epoch 1818 | loss: 0.0312419 | val_loss: 0.0312441 | Time: 4179.98 ms
[2021-08-22 15:24:34 main:574] : INFO : Epoch 1819 | loss: 0.0312432 | val_loss: 0.0312455 | Time: 4155.89 ms
[2021-08-22 15:24:38 main:574] : INFO : Epoch 1820 | loss: 0.031242 | val_loss: 0.0312458 | Time: 4175.45 ms
[2021-08-22 15:24:42 main:574] : INFO : Epoch 1821 | loss: 0.0312427 | val_loss: 0.0312421 | Time: 4118.08 ms
[2021-08-22 15:24:46 main:574] : INFO : Epoch 1822 | loss: 0.0312414 | val_loss: 0.0312424 | Time: 4150.59 ms
[2021-08-22 15:24:50 main:574] : INFO : Epoch 1823 | loss: 0.0312417 | val_loss: 0.0312409 | Time: 4051.43 ms
[2021-08-22 15:24:54 main:574] : INFO : Epoch 1824 | loss: 0.0312409 | val_loss: 0.0312408 | Time: 3991.1 ms
[2021-08-22 15:24:59 main:574] : INFO : Epoch 1825 | loss: 0.0312403 | val_loss: 0.0312432 | Time: 4123.22 ms
[2021-08-22 15:25:03 main:574] : INFO : Epoch 1826 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 4206.33 ms
[2021-08-22 15:25:07 main:574] : INFO : Epoch 1827 | loss: 0.0312408 | val_loss: 0.0312419 | Time: 4125.85 ms
[2021-08-22 15:25:11 main:574] : INFO : Epoch 1828 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 4120.35 ms
[2021-08-22 15:25:15 main:574] : INFO : Epoch 1829 | loss: 0.0312405 | val_loss: 0.0312407 | Time: 4268.93 ms
[2021-08-22 15:25:19 main:574] : INFO : Epoch 1830 | loss: 0.0312402 | val_loss: 0.0312399 | Time: 4120.65 ms
[2021-08-22 15:25:24 main:574] : INFO : Epoch 1831 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 4150.56 ms
[2021-08-22 15:25:28 main:574] : INFO : Epoch 1832 | loss: 0.0312405 | val_loss: 0.0312432 | Time: 4076.35 ms
[2021-08-22 15:25:32 main:574] : INFO : Epoch 1833 | loss: 0.0312418 | val_loss: 0.0312422 | Time: 4117 ms
[2021-08-22 15:25:36 main:574] : INFO : Epoch 1834 | loss: 0.0312402 | val_loss: 0.0312382 | Time: 4147.9 ms
[2021-08-22 15:25:40 main:574] : INFO : Epoch 1835 | loss: 0.0312414 | val_loss: 0.0312398 | Time: 4092.39 ms
[2021-08-22 15:25:44 main:574] : INFO : Epoch 1836 | loss: 0.0312409 | val_loss: 0.0312388 | Time: 4123.39 ms
[2021-08-22 15:25:48 main:574] : INFO : Epoch 1837 | loss: 0.0312421 | val_loss: 0.0312425 | Time: 4133.03 ms
[2021-08-22 15:25:53 main:574] : INFO : Epoch 1838 | loss: 0.0312409 | val_loss: 0.0312397 | Time: 4169.12 ms
[2021-08-22 15:25:57 main:574] : INFO : Epoch 1839 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 4124.12 ms
[2021-08-22 15:26:01 main:574] : INFO : Epoch 1840 | loss: 0.0312402 | val_loss: 0.0312391 | Time: 4178.52 ms
[2021-08-22 15:26:06 main:574] : INFO : Epoch 1841 | loss: 0.0312418 | val_loss: 0.0312396 | Time: 4512.48 ms
[2021-08-22 15:26:10 main:574] : INFO : Epoch 1842 | loss: 0.0312413 | val_loss: 0.0312383 | Time: 4244.75 ms
[2021-08-22 15:26:14 main:574] : INFO : Epoch 1843 | loss: 0.0312406 | val_loss: 0.0312391 | Time: 4047.11 ms
[2021-08-22 15:26:18 main:574] : INFO : Epoch 1844 | loss: 0.0312404 | val_loss: 0.0312395 | Time: 4064.16 ms
[2021-08-22 15:26:22 main:574] : INFO : Epoch 1845 | loss: 0.031241 | val_loss: 0.0312389 | Time: 4081.33 ms
[2021-08-22 15:26:26 main:574] : INFO : Epoch 1846 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 4027.45 ms
[2021-08-22 15:26:30 main:574] : INFO : Epoch 1847 | loss: 0.031241 | val_loss: 0.0312412 | Time: 4045.23 ms
[2021-08-22 15:26:34 main:574] : INFO : Epoch 1848 | loss: 0.0312407 | val_loss: 0.0312383 | Time: 4066.24 ms
[2021-08-22 15:26:38 main:574] : INFO : Epoch 1849 | loss: 0.0312405 | val_loss: 0.0312391 | Time: 4183.72 ms
[2021-08-22 15:26:42 main:574] : INFO : Epoch 1850 | loss: 0.0312415 | val_loss: 0.0312442 | Time: 4024.21 ms
[2021-08-22 15:26:47 main:574] : INFO : Epoch 1851 | loss: 0.0312419 | val_loss: 0.0312391 | Time: 4210.66 ms
[2021-08-22 15:26:51 main:574] : INFO : Epoch 1852 | loss: 0.0312412 | val_loss: 0.0312391 | Time: 4237.65 ms
[2021-08-22 15:26:55 main:574] : INFO : Epoch 1853 | loss: 0.0312413 | val_loss: 0.031239 | Time: 4265.53 ms
[2021-08-22 15:26:59 main:574] : INFO : Epoch 1854 | loss: 0.0312415 | val_loss: 0.0312405 | Time: 4197.78 ms
[2021-08-22 15:27:03 main:574] : INFO : Epoch 1855 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 4023.83 ms
[2021-08-22 15:27:07 main:574] : INFO : Epoch 1856 | loss: 0.0312421 | val_loss: 0.0312418 | Time: 3996.67 ms
[2021-08-22 15:27:12 main:574] : INFO : Epoch 1857 | loss: 0.0312406 | val_loss: 0.0312388 | Time: 4076.87 ms
[2021-08-22 15:27:16 main:574] : INFO : Epoch 1858 | loss: 0.0312403 | val_loss: 0.0312404 | Time: 4111.21 ms
[2021-08-22 15:27:20 main:574] : INFO : Epoch 1859 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 4135.4 ms
[2021-08-22 15:27:24 main:574] : INFO : Epoch 1860 | loss: 0.0312402 | val_loss: 0.0312387 | Time: 4172.48 ms
[2021-08-22 15:27:28 main:574] : INFO : Epoch 1861 | loss: 0.0312416 | val_loss: 0.0312395 | Time: 4138.33 ms
[2021-08-22 15:27:32 main:574] : INFO : Epoch 1862 | loss: 0.0312423 | val_loss: 0.031242 | Time: 4201.62 ms
[2021-08-22 15:27:37 main:574] : INFO : Epoch 1863 | loss: 0.031242 | val_loss: 0.0312404 | Time: 4055.69 ms
[2021-08-22 15:27:41 main:574] : INFO : Epoch 1864 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 4173.18 ms
[2021-08-22 15:27:45 main:574] : INFO : Epoch 1865 | loss: 0.0312401 | val_loss: 0.0312385 | Time: 4165.71 ms
[2021-08-22 15:27:49 main:574] : INFO : Epoch 1866 | loss: 0.0312413 | val_loss: 0.0312408 | Time: 4127.08 ms
[2021-08-22 15:27:53 main:574] : INFO : Epoch 1867 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 4242.72 ms
[2021-08-22 15:27:57 main:574] : INFO : Epoch 1868 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 4030.85 ms
[2021-08-22 15:28:01 main:574] : INFO : Epoch 1869 | loss: 0.0312421 | val_loss: 0.0312406 | Time: 4168.17 ms
[2021-08-22 15:28:06 main:574] : INFO : Epoch 1870 | loss: 0.0312412 | val_loss: 0.0312405 | Time: 4160.08 ms
[2021-08-22 15:28:10 main:574] : INFO : Epoch 1871 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 4152.62 ms
[2021-08-22 15:28:14 main:574] : INFO : Epoch 1872 | loss: 0.0312403 | val_loss: 0.0312413 | Time: 4102.03 ms
[2021-08-22 15:28:18 main:574] : INFO : Epoch 1873 | loss: 0.0312402 | val_loss: 0.0312395 | Time: 4182.69 ms
[2021-08-22 15:28:22 main:574] : INFO : Epoch 1874 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 4237.35 ms
[2021-08-22 15:28:26 main:574] : INFO : Epoch 1875 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 4018.5 ms
[2021-08-22 15:28:31 main:574] : INFO : Epoch 1876 | loss: 0.0312439 | val_loss: 0.0312423 | Time: 4438.27 ms
[2021-08-22 15:28:35 main:574] : INFO : Epoch 1877 | loss: 0.0312414 | val_loss: 0.0312411 | Time: 4277.33 ms
[2021-08-22 15:28:39 main:574] : INFO : Epoch 1878 | loss: 0.0312414 | val_loss: 0.0312397 | Time: 4144.26 ms
[2021-08-22 15:28:44 main:574] : INFO : Epoch 1879 | loss: 0.0312415 | val_loss: 0.0312392 | Time: 4166.78 ms
[2021-08-22 15:28:48 main:574] : INFO : Epoch 1880 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 4169.39 ms
[2021-08-22 15:28:52 main:574] : INFO : Epoch 1881 | loss: 0.0312433 | val_loss: 0.0312396 | Time: 4273.06 ms
[2021-08-22 15:28:56 main:574] : INFO : Epoch 1882 | loss: 0.03124 | val_loss: 0.0312395 | Time: 4170.17 ms
[2021-08-22 15:29:00 main:574] : INFO : Epoch 1883 | loss: 0.0312409 | val_loss: 0.0312421 | Time: 4115.67 ms
[2021-08-22 15:29:05 main:574] : INFO : Epoch 1884 | loss: 0.0312413 | val_loss: 0.0312448 | Time: 4171.34 ms
[2021-08-22 15:29:09 main:574] : INFO : Epoch 1885 | loss: 0.0312416 | val_loss: 0.0312405 | Time: 4298.3 ms
[2021-08-22 15:29:13 main:574] : INFO : Epoch 1886 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 4150.1 ms
[2021-08-22 15:29:17 main:574] : INFO : Epoch 1887 | loss: 0.0312422 | val_loss: 0.0312415 | Time: 4188.15 ms
[2021-08-22 15:29:21 main:574] : INFO : Epoch 1888 | loss: 0.0312426 | val_loss: 0.03124 | Time: 4119.9 ms
[2021-08-22 15:29:26 main:574] : INFO : Epoch 1889 | loss: 0.0312407 | val_loss: 0.0312418 | Time: 4322.68 ms
[2021-08-22 15:29:30 main:574] : INFO : Epoch 1890 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 4115.89 ms
[2021-08-22 15:29:34 main:574] : INFO : Epoch 1891 | loss: 0.0312417 | val_loss: 0.031242 | Time: 4203.43 ms
[2021-08-22 15:29:38 main:574] : INFO : Epoch 1892 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 4219.36 ms
[2021-08-22 15:29:42 main:574] : INFO : Epoch 1893 | loss: 0.0312405 | val_loss: 0.0312407 | Time: 4099.34 ms
[2021-08-22 15:29:47 main:574] : INFO : Epoch 1894 | loss: 0.031242 | val_loss: 0.0312406 | Time: 4249.04 ms
[2021-08-22 15:29:51 main:574] : INFO : Epoch 1895 | loss: 0.031241 | val_loss: 0.0312395 | Time: 4162.5 ms
[2021-08-22 15:29:55 main:574] : INFO : Epoch 1896 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 4100.08 ms
[2021-08-22 15:29:59 main:574] : INFO : Epoch 1897 | loss: 0.0312403 | val_loss: 0.0312417 | Time: 4209.33 ms
[2021-08-22 15:30:04 main:574] : INFO : Epoch 1898 | loss: 0.0312424 | val_loss: 0.0312394 | Time: 4270.29 ms
[2021-08-22 15:30:08 main:574] : INFO : Epoch 1899 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 4180 ms
[2021-08-22 15:30:12 main:574] : INFO : Epoch 1900 | loss: 0.031242 | val_loss: 0.03124 | Time: 4184.28 ms
[2021-08-22 15:30:16 main:574] : INFO : Epoch 1901 | loss: 0.03124 | val_loss: 0.0312391 | Time: 4076.15 ms
[2021-08-22 15:30:20 main:574] : INFO : Epoch 1902 | loss: 0.0312407 | val_loss: 0.0312396 | Time: 4209.27 ms
[2021-08-22 15:30:25 main:574] : INFO : Epoch 1903 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 4232.66 ms
[2021-08-22 15:30:29 main:574] : INFO : Epoch 1904 | loss: 0.0312401 | val_loss: 0.0312434 | Time: 3980.44 ms
[2021-08-22 15:30:33 main:574] : INFO : Epoch 1905 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 4081.48 ms
[2021-08-22 15:30:37 main:574] : INFO : Epoch 1906 | loss: 0.031238 | val_loss: 0.0312383 | Time: 4245.28 ms
[2021-08-22 15:30:41 main:574] : INFO : Epoch 1907 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 4122.6 ms
[2021-08-22 15:30:45 main:574] : INFO : Epoch 1908 | loss: 0.0312396 | val_loss: 0.0312447 | Time: 4093.37 ms
[2021-08-22 15:30:50 main:574] : INFO : Epoch 1909 | loss: 0.0312422 | val_loss: 0.0312381 | Time: 4426.36 ms
[2021-08-22 15:30:54 main:574] : INFO : Epoch 1910 | loss: 0.0312415 | val_loss: 0.0312456 | Time: 4169.01 ms
[2021-08-22 15:30:58 main:574] : INFO : Epoch 1911 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 4069.18 ms
[2021-08-22 15:31:02 main:574] : INFO : Epoch 1912 | loss: 0.0312389 | val_loss: 0.0312455 | Time: 4103.8 ms
[2021-08-22 15:31:06 main:574] : INFO : Epoch 1913 | loss: 0.0312397 | val_loss: 0.031238 | Time: 4223.11 ms
[2021-08-22 15:31:10 main:574] : INFO : Epoch 1914 | loss: 0.0312369 | val_loss: 0.0312404 | Time: 4101.83 ms
[2021-08-22 15:31:15 main:574] : INFO : Epoch 1915 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 4157.88 ms
[2021-08-22 15:31:19 main:574] : INFO : Epoch 1916 | loss: 0.0312374 | val_loss: 0.0312371 | Time: 4073.45 ms
[2021-08-22 15:31:23 main:574] : INFO : Epoch 1917 | loss: 0.0312372 | val_loss: 0.0312397 | Time: 4179.1 ms
[2021-08-22 15:31:27 main:574] : INFO : Epoch 1918 | loss: 0.0312416 | val_loss: 0.0312476 | Time: 4052.11 ms
[2021-08-22 15:31:31 main:574] : INFO : Epoch 1919 | loss: 0.0312393 | val_loss: 0.031239 | Time: 4167.73 ms
[2021-08-22 15:31:35 main:574] : INFO : Epoch 1920 | loss: 0.0312386 | val_loss: 0.03124 | Time: 4066.44 ms
[2021-08-22 15:31:39 main:574] : INFO : Epoch 1921 | loss: 0.0312373 | val_loss: 0.031237 | Time: 4116.45 ms
[2021-08-22 15:31:43 main:574] : INFO : Epoch 1922 | loss: 0.0312385 | val_loss: 0.0312376 | Time: 4088.9 ms
[2021-08-22 15:31:48 main:574] : INFO : Epoch 1923 | loss: 0.0312408 | val_loss: 0.0312397 | Time: 4182.31 ms
[2021-08-22 15:31:52 main:574] : INFO : Epoch 1924 | loss: 0.031242 | val_loss: 0.0312393 | Time: 4288.47 ms
[2021-08-22 15:31:56 main:574] : INFO : Epoch 1925 | loss: 0.0312557 | val_loss: 0.0312619 | Time: 4129.73 ms
[2021-08-22 15:32:00 main:574] : INFO : Epoch 1926 | loss: 0.0335196 | val_loss: 0.0341049 | Time: 4428.59 ms
[2021-08-22 15:32:05 main:574] : INFO : Epoch 1927 | loss: 0.0363825 | val_loss: 0.0326932 | Time: 4357.59 ms
[2021-08-22 15:32:09 main:574] : INFO : Epoch 1928 | loss: 0.0324484 | val_loss: 0.0317027 | Time: 4144.25 ms
[2021-08-22 15:32:13 main:574] : INFO : Epoch 1929 | loss: 0.0314107 | val_loss: 0.0313041 | Time: 4169.73 ms
[2021-08-22 15:32:17 main:574] : INFO : Epoch 1930 | loss: 0.0312705 | val_loss: 0.0312589 | Time: 4099.01 ms
[2021-08-22 15:32:22 main:574] : INFO : Epoch 1931 | loss: 0.031251 | val_loss: 0.0312469 | Time: 4151.13 ms
[2021-08-22 15:32:26 main:574] : INFO : Epoch 1932 | loss: 0.031246 | val_loss: 0.0312444 | Time: 4116.56 ms
[2021-08-22 15:32:30 main:574] : INFO : Epoch 1933 | loss: 0.0312426 | val_loss: 0.0312417 | Time: 4200.15 ms
[2021-08-22 15:32:34 main:574] : INFO : Epoch 1934 | loss: 0.0312411 | val_loss: 0.0312409 | Time: 4387.29 ms
[2021-08-22 15:32:39 main:574] : INFO : Epoch 1935 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 4295.16 ms
[2021-08-22 15:32:43 main:574] : INFO : Epoch 1936 | loss: 0.0312401 | val_loss: 0.0312408 | Time: 4258.87 ms
[2021-08-22 15:32:47 main:574] : INFO : Epoch 1937 | loss: 0.0312398 | val_loss: 0.0312399 | Time: 4106.18 ms
[2021-08-22 15:32:51 main:574] : INFO : Epoch 1938 | loss: 0.0312395 | val_loss: 0.0312394 | Time: 4132.05 ms
[2021-08-22 15:32:55 main:574] : INFO : Epoch 1939 | loss: 0.0312387 | val_loss: 0.0312392 | Time: 4106.76 ms
[2021-08-22 15:32:59 main:574] : INFO : Epoch 1940 | loss: 0.0312385 | val_loss: 0.0312393 | Time: 4096.79 ms
[2021-08-22 15:33:04 main:574] : INFO : Epoch 1941 | loss: 0.0312385 | val_loss: 0.0312393 | Time: 4148.03 ms
[2021-08-22 15:33:08 main:574] : INFO : Epoch 1942 | loss: 0.0312383 | val_loss: 0.0312388 | Time: 4120.33 ms
[2021-08-22 15:33:12 main:574] : INFO : Epoch 1943 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 4118.71 ms
[2021-08-22 15:33:16 main:574] : INFO : Epoch 1944 | loss: 0.031238 | val_loss: 0.0312389 | Time: 4052.36 ms
[2021-08-22 15:33:20 main:574] : INFO : Epoch 1945 | loss: 0.0312389 | val_loss: 0.0312394 | Time: 4076.13 ms
[2021-08-22 15:33:24 main:574] : INFO : Epoch 1946 | loss: 0.0312393 | val_loss: 0.0312411 | Time: 4066.32 ms
[2021-08-22 15:33:28 main:574] : INFO : Epoch 1947 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 4121.66 ms
[2021-08-22 15:33:32 main:574] : INFO : Epoch 1948 | loss: 0.0312378 | val_loss: 0.0312386 | Time: 4195.41 ms
[2021-08-22 15:33:37 main:574] : INFO : Epoch 1949 | loss: 0.0312379 | val_loss: 0.0312382 | Time: 4139.17 ms
[2021-08-22 15:33:41 main:574] : INFO : Epoch 1950 | loss: 0.0312376 | val_loss: 0.0312392 | Time: 4147.08 ms
[2021-08-22 15:33:45 main:574] : INFO : Epoch 1951 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 4207.12 ms
[2021-08-22 15:33:49 main:574] : INFO : Epoch 1952 | loss: 0.0312385 | val_loss: 0.0312399 | Time: 4162.4 ms
[2021-08-22 15:33:53 main:574] : INFO : Epoch 1953 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 4148.7 ms
[2021-08-22 15:33:58 main:574] : INFO : Epoch 1954 | loss: 0.0312376 | val_loss: 0.0312381 | Time: 4144.41 ms
[2021-08-22 15:34:02 main:574] : INFO : Epoch 1955 | loss: 0.0312382 | val_loss: 0.031238 | Time: 4274.1 ms
[2021-08-22 15:34:06 main:574] : INFO : Epoch 1956 | loss: 0.0312376 | val_loss: 0.031238 | Time: 4085.89 ms
[2021-08-22 15:34:10 main:574] : INFO : Epoch 1957 | loss: 0.031238 | val_loss: 0.031238 | Time: 4136.78 ms
[2021-08-22 15:34:14 main:574] : INFO : Epoch 1958 | loss: 0.0312372 | val_loss: 0.0312379 | Time: 4068.17 ms
[2021-08-22 15:34:18 main:574] : INFO : Epoch 1959 | loss: 0.0312379 | val_loss: 0.0312383 | Time: 4134.51 ms
[2021-08-22 15:34:22 main:574] : INFO : Epoch 1960 | loss: 0.0312385 | val_loss: 0.0312406 | Time: 4124.93 ms
[2021-08-22 15:34:27 main:574] : INFO : Epoch 1961 | loss: 0.0312377 | val_loss: 0.0312376 | Time: 4160 ms
[2021-08-22 15:34:31 main:574] : INFO : Epoch 1962 | loss: 0.031237 | val_loss: 0.0312376 | Time: 4088.63 ms
[2021-08-22 15:34:35 main:574] : INFO : Epoch 1963 | loss: 0.0312371 | val_loss: 0.0312384 | Time: 4113.87 ms
[2021-08-22 15:34:39 main:574] : INFO : Epoch 1964 | loss: 0.0312372 | val_loss: 0.0312375 | Time: 4153.35 ms
[2021-08-22 15:34:43 main:574] : INFO : Epoch 1965 | loss: 0.0312369 | val_loss: 0.0312375 | Time: 4146.73 ms
[2021-08-22 15:34:47 main:574] : INFO : Epoch 1966 | loss: 0.0312381 | val_loss: 0.0312399 | Time: 4194.66 ms
[2021-08-22 15:34:52 main:574] : INFO : Epoch 1967 | loss: 0.0312376 | val_loss: 0.0312381 | Time: 4166.45 ms
[2021-08-22 15:34:56 main:574] : INFO : Epoch 1968 | loss: 0.0312371 | val_loss: 0.0312375 | Time: 4173.78 ms
[2021-08-22 15:35:00 main:574] : INFO : Epoch 1969 | loss: 0.0312369 | val_loss: 0.0312375 | Time: 4293.24 ms
[2021-08-22 15:35:04 main:574] : INFO : Epoch 1970 | loss: 0.0312369 | val_loss: 0.0312373 | Time: 4212.23 ms
[2021-08-22 15:35:08 main:574] : INFO : Epoch 1971 | loss: 0.0312371 | val_loss: 0.0312376 | Time: 4023.95 ms
[2021-08-22 15:35:13 main:574] : INFO : Epoch 1972 | loss: 0.0312374 | val_loss: 0.0312373 | Time: 4226.85 ms
[2021-08-22 15:35:17 main:574] : INFO : Epoch 1973 | loss: 0.0312369 | val_loss: 0.0312374 | Time: 4209.14 ms
[2021-08-22 15:35:21 main:574] : INFO : Epoch 1974 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 4187.32 ms
[2021-08-22 15:35:25 main:574] : INFO : Epoch 1975 | loss: 0.0312367 | val_loss: 0.031238 | Time: 4095.96 ms
[2021-08-22 15:35:29 main:574] : INFO : Epoch 1976 | loss: 0.0312369 | val_loss: 0.0312373 | Time: 4098.77 ms
[2021-08-22 15:35:33 main:574] : INFO : Epoch 1977 | loss: 0.0312364 | val_loss: 0.0312379 | Time: 4086.12 ms
[2021-08-22 15:35:37 main:574] : INFO : Epoch 1978 | loss: 0.0312375 | val_loss: 0.0312382 | Time: 4089.19 ms
[2021-08-22 15:35:42 main:574] : INFO : Epoch 1979 | loss: 0.0312364 | val_loss: 0.0312374 | Time: 4044.64 ms
[2021-08-22 15:35:46 main:574] : INFO : Epoch 1980 | loss: 0.0312368 | val_loss: 0.0312376 | Time: 4108.92 ms
[2021-08-22 15:35:50 main:574] : INFO : Epoch 1981 | loss: 0.0312363 | val_loss: 0.0312387 | Time: 4196.95 ms
[2021-08-22 15:35:54 main:574] : INFO : Epoch 1982 | loss: 0.0312372 | val_loss: 0.0312376 | Time: 4095.2 ms
[2021-08-22 15:35:58 main:574] : INFO : Epoch 1983 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 4050.68 ms
[2021-08-22 15:36:02 main:574] : INFO : Epoch 1984 | loss: 0.0312367 | val_loss: 0.0312382 | Time: 4033.78 ms
[2021-08-22 15:36:06 main:574] : INFO : Epoch 1985 | loss: 0.0312365 | val_loss: 0.0312372 | Time: 4201.52 ms
[2021-08-22 15:36:10 main:574] : INFO : Epoch 1986 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 4090.09 ms
[2021-08-22 15:36:15 main:574] : INFO : Epoch 1987 | loss: 0.031236 | val_loss: 0.0312369 | Time: 4117.14 ms
[2021-08-22 15:36:19 main:574] : INFO : Epoch 1988 | loss: 0.0312361 | val_loss: 0.0312371 | Time: 4097.46 ms
[2021-08-22 15:36:23 main:574] : INFO : Epoch 1989 | loss: 0.0312364 | val_loss: 0.0312388 | Time: 4033.83 ms
[2021-08-22 15:36:27 main:574] : INFO : Epoch 1990 | loss: 0.0312379 | val_loss: 0.0312388 | Time: 4158.78 ms
[2021-08-22 15:36:31 main:574] : INFO : Epoch 1991 | loss: 0.0312369 | val_loss: 0.0312388 | Time: 4170.28 ms
[2021-08-22 15:36:35 main:574] : INFO : Epoch 1992 | loss: 0.0312368 | val_loss: 0.0312376 | Time: 4025.41 ms
[2021-08-22 15:36:39 main:574] : INFO : Epoch 1993 | loss: 0.031236 | val_loss: 0.0312367 | Time: 4084.35 ms
[2021-08-22 15:36:43 main:574] : INFO : Epoch 1994 | loss: 0.0312359 | val_loss: 0.0312392 | Time: 4139.1 ms
[2021-08-22 15:36:48 main:574] : INFO : Epoch 1995 | loss: 0.0312371 | val_loss: 0.031238 | Time: 4091.44 ms
[2021-08-22 15:36:52 main:574] : INFO : Epoch 1996 | loss: 0.0312361 | val_loss: 0.0312372 | Time: 4134.53 ms
[2021-08-22 15:36:56 main:574] : INFO : Epoch 1997 | loss: 0.0312356 | val_loss: 0.0312368 | Time: 4040.11 ms
[2021-08-22 15:37:00 main:574] : INFO : Epoch 1998 | loss: 0.0312366 | val_loss: 0.0312366 | Time: 4119.98 ms
[2021-08-22 15:37:04 main:574] : INFO : Epoch 1999 | loss: 0.0312364 | val_loss: 0.0312378 | Time: 4106.85 ms
[2021-08-22 15:37:08 main:574] : INFO : Epoch 2000 | loss: 0.0312368 | val_loss: 0.0312376 | Time: 4239.8 ms
[2021-08-22 15:37:12 main:574] : INFO : Epoch 2001 | loss: 0.0312381 | val_loss: 0.0312403 | Time: 4125.98 ms
[2021-08-22 15:37:17 main:574] : INFO : Epoch 2002 | loss: 0.0312371 | val_loss: 0.0312384 | Time: 4107.48 ms
[2021-08-22 15:37:21 main:574] : INFO : Epoch 2003 | loss: 0.0312366 | val_loss: 0.0312389 | Time: 4055.62 ms
[2021-08-22 15:37:25 main:574] : INFO : Epoch 2004 | loss: 0.0312369 | val_loss: 0.0312429 | Time: 4127.23 ms
[2021-08-22 15:37:29 main:574] : INFO : Epoch 2005 | loss: 0.0312384 | val_loss: 0.031244 | Time: 4149.71 ms
[2021-08-22 15:37:33 main:574] : INFO : Epoch 2006 | loss: 0.0312373 | val_loss: 0.0312365 | Time: 4148.32 ms
[2021-08-22 15:37:37 main:574] : INFO : Epoch 2007 | loss: 0.0312359 | val_loss: 0.0312365 | Time: 4201.56 ms
[2021-08-22 15:37:42 main:574] : INFO : Epoch 2008 | loss: 0.0312378 | val_loss: 0.0312399 | Time: 4322.8 ms
[2021-08-22 15:37:46 main:574] : INFO : Epoch 2009 | loss: 0.0312375 | val_loss: 0.0312364 | Time: 4099.69 ms
[2021-08-22 15:37:50 main:574] : INFO : Epoch 2010 | loss: 0.0312353 | val_loss: 0.0312364 | Time: 4064.1 ms
[2021-08-22 15:37:54 main:574] : INFO : Epoch 2011 | loss: 0.0312353 | val_loss: 0.0312364 | Time: 4156.37 ms
[2021-08-22 15:37:58 main:574] : INFO : Epoch 2012 | loss: 0.0312356 | val_loss: 0.0312372 | Time: 4170.69 ms
[2021-08-22 15:38:03 main:574] : INFO : Epoch 2013 | loss: 0.0312352 | val_loss: 0.0312388 | Time: 4188.93 ms
[2021-08-22 15:38:07 main:574] : INFO : Epoch 2014 | loss: 0.0312356 | val_loss: 0.0312365 | Time: 4053.56 ms
[2021-08-22 15:38:11 main:574] : INFO : Epoch 2015 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 4165.11 ms
[2021-08-22 15:38:15 main:574] : INFO : Epoch 2016 | loss: 0.0312351 | val_loss: 0.0312362 | Time: 4215.7 ms
[2021-08-22 15:38:19 main:574] : INFO : Epoch 2017 | loss: 0.031235 | val_loss: 0.0312372 | Time: 4076.58 ms
[2021-08-22 15:38:23 main:574] : INFO : Epoch 2018 | loss: 0.031236 | val_loss: 0.0312389 | Time: 4036.92 ms
[2021-08-22 15:38:28 main:574] : INFO : Epoch 2019 | loss: 0.0312375 | val_loss: 0.0312439 | Time: 4290.16 ms
[2021-08-22 15:38:32 main:574] : INFO : Epoch 2020 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 4073.74 ms
[2021-08-22 15:38:36 main:574] : INFO : Epoch 2021 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 4170.42 ms
[2021-08-22 15:38:40 main:574] : INFO : Epoch 2022 | loss: 0.031235 | val_loss: 0.0312361 | Time: 4217.08 ms
[2021-08-22 15:38:44 main:574] : INFO : Epoch 2023 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 4168.1 ms
[2021-08-22 15:38:48 main:574] : INFO : Epoch 2024 | loss: 0.0312356 | val_loss: 0.0312383 | Time: 4238.63 ms
[2021-08-22 15:38:53 main:574] : INFO : Epoch 2025 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 4120.67 ms
[2021-08-22 15:38:57 main:574] : INFO : Epoch 2026 | loss: 0.0312352 | val_loss: 0.0312405 | Time: 4107.79 ms
[2021-08-22 15:39:01 main:574] : INFO : Epoch 2027 | loss: 0.0312369 | val_loss: 0.0312374 | Time: 4164.51 ms
[2021-08-22 15:39:05 main:574] : INFO : Epoch 2028 | loss: 0.0312354 | val_loss: 0.0312363 | Time: 4172.21 ms
[2021-08-22 15:39:09 main:574] : INFO : Epoch 2029 | loss: 0.0312355 | val_loss: 0.0312359 | Time: 4344.36 ms
[2021-08-22 15:39:14 main:574] : INFO : Epoch 2030 | loss: 0.0312385 | val_loss: 0.031241 | Time: 4157.35 ms
[2021-08-22 15:39:18 main:574] : INFO : Epoch 2031 | loss: 0.0312379 | val_loss: 0.0312421 | Time: 4127.54 ms
[2021-08-22 15:39:22 main:574] : INFO : Epoch 2032 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 4058.32 ms
[2021-08-22 15:39:26 main:574] : INFO : Epoch 2033 | loss: 0.0312355 | val_loss: 0.0312359 | Time: 4114.57 ms
[2021-08-22 15:39:30 main:574] : INFO : Epoch 2034 | loss: 0.0312371 | val_loss: 0.0312366 | Time: 4103.17 ms
[2021-08-22 15:39:34 main:574] : INFO : Epoch 2035 | loss: 0.0312358 | val_loss: 0.0312365 | Time: 4199.06 ms
[2021-08-22 15:39:39 main:574] : INFO : Epoch 2036 | loss: 0.0312359 | val_loss: 0.0312372 | Time: 4151.18 ms
[2021-08-22 15:39:43 main:574] : INFO : Epoch 2037 | loss: 0.0312351 | val_loss: 0.031237 | Time: 4178.77 ms
[2021-08-22 15:39:47 main:574] : INFO : Epoch 2038 | loss: 0.0312375 | val_loss: 0.0312385 | Time: 4127.45 ms
[2021-08-22 15:39:51 main:574] : INFO : Epoch 2039 | loss: 0.0312354 | val_loss: 0.0312359 | Time: 4330.26 ms
[2021-08-22 15:39:55 main:574] : INFO : Epoch 2040 | loss: 0.031235 | val_loss: 0.031236 | Time: 4086.59 ms
[2021-08-22 15:40:00 main:574] : INFO : Epoch 2041 | loss: 0.0312348 | val_loss: 0.0312366 | Time: 4441.68 ms
[2021-08-22 15:40:04 main:574] : INFO : Epoch 2042 | loss: 0.031235 | val_loss: 0.0312372 | Time: 4281.49 ms
[2021-08-22 15:40:08 main:574] : INFO : Epoch 2043 | loss: 0.0312347 | val_loss: 0.0312358 | Time: 4108.1 ms
[2021-08-22 15:40:12 main:574] : INFO : Epoch 2044 | loss: 0.0312353 | val_loss: 0.0312363 | Time: 4139.17 ms
[2021-08-22 15:40:17 main:574] : INFO : Epoch 2045 | loss: 0.031235 | val_loss: 0.0312363 | Time: 4159.81 ms
[2021-08-22 15:40:21 main:574] : INFO : Epoch 2046 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 4157.49 ms
[2021-08-22 15:40:25 main:574] : INFO : Epoch 2047 | loss: 0.0312375 | val_loss: 0.0312372 | Time: 4133.84 ms
[2021-08-22 15:40:29 main:574] : INFO : Epoch 2048 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 4000.01 ms
[2021-08-22 15:40:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312361
[2021-08-22 15:40:29 main:603] : INFO : Saving end state to config to file
[2021-08-22 15:40:29 main:608] : INFO : Success, exiting..
15:40:29 (5568): 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)