Task 14380876
| Name | ParityModified-1647046508-3790-3-0_1 |
| Workunit | 11241213 |
| Created | 5 Apr 2022, 12:46:34 UTC |
| Sent | 5 Apr 2022, 13:10:26 UTC |
| Report deadline | 13 Apr 2022, 13:10:26 UTC |
| Received | 11 Apr 2022, 4:47:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 25 min 44 sec |
| CPU time | 2 hours 24 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.56 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: 0.0311025 | val_loss: 0.0311348 | Time: 4206.81 ms
[2022-04-11 06:11:40 main:574] : INFO : Epoch 1543 | loss: 0.0311006 | val_loss: 0.0311396 | Time: 4248.54 ms
[2022-04-11 06:11:45 main:574] : INFO : Epoch 1544 | loss: 0.031101 | val_loss: 0.0311357 | Time: 4236.46 ms
[2022-04-11 06:11:49 main:574] : INFO : Epoch 1545 | loss: 0.0311005 | val_loss: 0.0311392 | Time: 4197.5 ms
[2022-04-11 06:11:53 main:574] : INFO : Epoch 1546 | loss: 0.0310978 | val_loss: 0.0311423 | Time: 4226.16 ms
[2022-04-11 06:11:57 main:574] : INFO : Epoch 1547 | loss: 0.0310984 | val_loss: 0.0311371 | Time: 4226.01 ms
[2022-04-11 06:12:01 main:574] : INFO : Epoch 1548 | loss: 0.0310973 | val_loss: 0.0311444 | Time: 4216.42 ms
[2022-04-11 06:12:06 main:574] : INFO : Epoch 1549 | loss: 0.0311025 | val_loss: 0.0311384 | Time: 4223.67 ms
[2022-04-11 06:12:10 main:574] : INFO : Epoch 1550 | loss: 0.0311012 | val_loss: 0.0311401 | Time: 4221.03 ms
[2022-04-11 06:12:14 main:574] : INFO : Epoch 1551 | loss: 0.0311093 | val_loss: 0.031139 | Time: 4234.62 ms
[2022-04-11 06:12:18 main:574] : INFO : Epoch 1552 | loss: 0.0311052 | val_loss: 0.0311387 | Time: 4260.32 ms
[2022-04-11 06:12:23 main:574] : INFO : Epoch 1553 | loss: 0.0311007 | val_loss: 0.0311437 | Time: 4220.64 ms
[2022-04-11 06:12:27 main:574] : INFO : Epoch 1554 | loss: 0.0310992 | val_loss: 0.0311391 | Time: 4201.63 ms
[2022-04-11 06:12:31 main:574] : INFO : Epoch 1555 | loss: 0.0310982 | val_loss: 0.0311378 | Time: 4234.12 ms
[2022-04-11 06:12:35 main:574] : INFO : Epoch 1556 | loss: 0.0310974 | val_loss: 0.0311354 | Time: 4206.67 ms
[2022-04-11 06:12:39 main:574] : INFO : Epoch 1557 | loss: 0.0310946 | val_loss: 0.0311355 | Time: 4230.89 ms
[2022-04-11 06:12:44 main:574] : INFO : Epoch 1558 | loss: 0.0310961 | val_loss: 0.0311436 | Time: 4222.91 ms
[2022-04-11 06:12:48 main:574] : INFO : Epoch 1559 | loss: 0.031096 | val_loss: 0.0311408 | Time: 4221.83 ms
[2022-04-11 06:12:52 main:574] : INFO : Epoch 1560 | loss: 0.0310958 | val_loss: 0.0311406 | Time: 4228.14 ms
[2022-04-11 06:12:56 main:574] : INFO : Epoch 1561 | loss: 0.0310927 | val_loss: 0.0311379 | Time: 4232.04 ms
[2022-04-11 06:13:01 main:574] : INFO : Epoch 1562 | loss: 0.0310894 | val_loss: 0.0311368 | Time: 4242.1 ms
[2022-04-11 06:13:05 main:574] : INFO : Epoch 1563 | loss: 0.0310889 | val_loss: 0.0311414 | Time: 4252.09 ms
[2022-04-11 06:13:09 main:574] : INFO : Epoch 1564 | loss: 0.0310905 | val_loss: 0.031136 | Time: 4251.27 ms
[2022-04-11 06:13:13 main:574] : INFO : Epoch 1565 | loss: 0.0310921 | val_loss: 0.0311391 | Time: 4242.21 ms
[2022-04-11 06:13:18 main:574] : INFO : Epoch 1566 | loss: 0.0310908 | val_loss: 0.0311345 | Time: 4277.7 ms
[2022-04-11 06:13:22 main:574] : INFO : Epoch 1567 | loss: 0.0311015 | val_loss: 0.0311386 | Time: 4211.05 ms
[2022-04-11 06:13:26 main:574] : INFO : Epoch 1568 | loss: 0.0310961 | val_loss: 0.0311404 | Time: 4258.48 ms
[2022-04-11 06:13:30 main:574] : INFO : Epoch 1569 | loss: 0.0310915 | val_loss: 0.0311343 | Time: 4270.48 ms
[2022-04-11 06:13:35 main:574] : INFO : Epoch 1570 | loss: 0.0310918 | val_loss: 0.031145 | Time: 4259.71 ms
[2022-04-11 06:13:39 main:574] : INFO : Epoch 1571 | loss: 0.0310928 | val_loss: 0.0311394 | Time: 4268.21 ms
[2022-04-11 06:13:43 main:574] : INFO : Epoch 1572 | loss: 0.0310892 | val_loss: 0.0311377 | Time: 4244.96 ms
[2022-04-11 06:13:47 main:574] : INFO : Epoch 1573 | loss: 0.0310907 | val_loss: 0.0311461 | Time: 4214.59 ms
[2022-04-11 06:13:52 main:574] : INFO : Epoch 1574 | loss: 0.0310891 | val_loss: 0.0311508 | Time: 4232.31 ms
[2022-04-11 06:13:56 main:574] : INFO : Epoch 1575 | loss: 0.0310922 | val_loss: 0.0311473 | Time: 4250.96 ms
[2022-04-11 06:14:00 main:574] : INFO : Epoch 1576 | loss: 0.031097 | val_loss: 0.0311452 | Time: 4227.73 ms
[2022-04-11 06:14:04 main:574] : INFO : Epoch 1577 | loss: 0.0310905 | val_loss: 0.0311333 | Time: 4188.52 ms
[2022-04-11 06:14:09 main:574] : INFO : Epoch 1578 | loss: 0.0310907 | val_loss: 0.0311401 | Time: 4231.78 ms
[2022-04-11 06:14:13 main:574] : INFO : Epoch 1579 | loss: 0.031088 | val_loss: 0.0311426 | Time: 4245.13 ms
[2022-04-11 06:14:17 main:574] : INFO : Epoch 1580 | loss: 0.0310861 | val_loss: 0.0311445 | Time: 4257.65 ms
[2022-04-11 06:14:21 main:574] : INFO : Epoch 1581 | loss: 0.0310868 | val_loss: 0.0311407 | Time: 4237.15 ms
[2022-04-11 06:14:26 main:574] : INFO : Epoch 1582 | loss: 0.0310889 | val_loss: 0.0311389 | Time: 4228.14 ms
[2022-04-11 06:14:30 main:574] : INFO : Epoch 1583 | loss: 0.0310905 | val_loss: 0.0311375 | Time: 4231 ms
[2022-04-11 06:14:34 main:574] : INFO : Epoch 1584 | loss: 0.0311323 | val_loss: 0.0311506 | Time: 4244.09 ms
[2022-04-11 06:14:38 main:574] : INFO : Epoch 1585 | loss: 0.0311313 | val_loss: 0.0311419 | Time: 4216.89 ms
[2022-04-11 06:14:43 main:574] : INFO : Epoch 1586 | loss: 0.0311213 | val_loss: 0.031139 | Time: 4232.43 ms
[2022-04-11 06:14:47 main:574] : INFO : Epoch 1587 | loss: 0.0311165 | val_loss: 0.0311459 | Time: 4260.31 ms
[2022-04-11 06:14:51 main:574] : INFO : Epoch 1588 | loss: 0.0311116 | val_loss: 0.0311401 | Time: 4288.68 ms
[2022-04-11 06:14:55 main:574] : INFO : Epoch 1589 | loss: 0.0311114 | val_loss: 0.0311438 | Time: 4233.25 ms
[2022-04-11 06:15:00 main:574] : INFO : Epoch 1590 | loss: 0.0311156 | val_loss: 0.0311405 | Time: 4273.55 ms
[2022-04-11 06:15:04 main:574] : INFO : Epoch 1591 | loss: 0.0311142 | val_loss: 0.0311411 | Time: 4237.54 ms
[2022-04-11 06:15:08 main:574] : INFO : Epoch 1592 | loss: 0.0311106 | val_loss: 0.0311447 | Time: 4266.07 ms
[2022-04-11 06:15:12 main:574] : INFO : Epoch 1593 | loss: 0.0311064 | val_loss: 0.031138 | Time: 4234.64 ms
[2022-04-11 06:15:17 main:574] : INFO : Epoch 1594 | loss: 0.0311051 | val_loss: 0.0311383 | Time: 4235.37 ms
[2022-04-11 06:15:21 main:574] : INFO : Epoch 1595 | loss: 0.0311026 | val_loss: 0.031139 | Time: 4263.49 ms
[2022-04-11 06:15:25 main:574] : INFO : Epoch 1596 | loss: 0.031101 | val_loss: 0.0311465 | Time: 4263.01 ms
[2022-04-11 06:15:29 main:574] : INFO : Epoch 1597 | loss: 0.0311017 | val_loss: 0.0311466 | Time: 4264.63 ms
[2022-04-11 06:15:34 main:574] : INFO : Epoch 1598 | loss: 0.0311013 | val_loss: 0.0311445 | Time: 4258.22 ms
[2022-04-11 06:15:38 main:574] : INFO : Epoch 1599 | loss: 0.0311016 | val_loss: 0.0311344 | Time: 4218.64 ms
[2022-04-11 06:15:42 main:574] : INFO : Epoch 1600 | loss: 0.0310997 | val_loss: 0.0311562 | Time: 4244.32 ms
[2022-04-11 06:15:46 main:574] : INFO : Epoch 1601 | loss: 0.0311043 | val_loss: 0.0311396 | Time: 4238.29 ms
[2022-04-11 06:15:51 main:574] : INFO : Epoch 1602 | loss: 0.0311012 | val_loss: 0.0311424 | Time: 4239.34 ms
[2022-04-11 06:15:55 main:574] : INFO : Epoch 1603 | loss: 0.0310987 | val_loss: 0.0311395 | Time: 4244.85 ms
[2022-04-11 06:15:59 main:574] : INFO : Epoch 1604 | loss: 0.0311027 | val_loss: 0.0311489 | Time: 4209.2 ms
[2022-04-11 06:16:03 main:574] : INFO : Epoch 1605 | loss: 0.0310989 | val_loss: 0.0311403 | Time: 4244.52 ms
[2022-04-11 06:16:08 main:574] : INFO : Epoch 1606 | loss: 0.0311053 | val_loss: 0.0311442 | Time: 4275.37 ms
[2022-04-11 06:16:12 main:574] : INFO : Epoch 1607 | loss: 0.0311005 | val_loss: 0.0311358 | Time: 4268.69 ms
[2022-04-11 06:16:16 main:574] : INFO : Epoch 1608 | loss: 0.0311027 | val_loss: 0.03114 | Time: 4204.9 ms
[2022-04-11 06:16:20 main:574] : INFO : Epoch 1609 | loss: 0.0311051 | val_loss: 0.0311389 | Time: 4230.39 ms
[2022-04-11 06:16:25 main:574] : INFO : Epoch 1610 | loss: 0.0310999 | val_loss: 0.0311349 | Time: 4229.17 ms
[2022-04-11 06:16:29 main:574] : INFO : Epoch 1611 | loss: 0.0310985 | val_loss: 0.031139 | Time: 4309.9 ms
[2022-04-11 06:16:33 main:574] : INFO : Epoch 1612 | loss: 0.0310965 | val_loss: 0.0311434 | Time: 4182.6 ms
[2022-04-11 06:16:37 main:574] : INFO : Epoch 1613 | loss: 0.0310943 | val_loss: 0.0311389 | Time: 4242.63 ms
[2022-04-11 06:16:42 main:574] : INFO : Epoch 1614 | loss: 0.0310926 | val_loss: 0.0311381 | Time: 4221.36 ms
[2022-04-11 06:16:46 main:574] : INFO : Epoch 1615 | loss: 0.0310889 | val_loss: 0.0311427 | Time: 4283.59 ms
[2022-04-11 06:16:50 main:574] : INFO : Epoch 1616 | loss: 0.0310883 | val_loss: 0.0311419 | Time: 4236.45 ms
[2022-04-11 06:16:54 main:574] : INFO : Epoch 1617 | loss: 0.0310883 | val_loss: 0.0311518 | Time: 4239.52 ms
[2022-04-11 06:16:59 main:574] : INFO : Epoch 1618 | loss: 0.031117 | val_loss: 0.0311674 | Time: 4231 ms
[2022-04-11 06:17:03 main:574] : INFO : Epoch 1619 | loss: 0.0311348 | val_loss: 0.0311417 | Time: 4258.72 ms
[2022-04-11 06:17:07 main:574] : INFO : Epoch 1620 | loss: 0.031203 | val_loss: 0.0312903 | Time: 4245.04 ms
[2022-04-11 06:17:11 main:574] : INFO : Epoch 1621 | loss: 0.0312978 | val_loss: 0.0312233 | Time: 4248.29 ms
[2022-04-11 06:17:16 main:574] : INFO : Epoch 1622 | loss: 0.0313231 | val_loss: 0.0312602 | Time: 4256.58 ms
[2022-04-11 06:17:20 main:574] : INFO : Epoch 1623 | loss: 0.031443 | val_loss: 0.0314693 | Time: 4269.76 ms
[2022-04-11 06:17:24 main:574] : INFO : Epoch 1624 | loss: 0.0312586 | val_loss: 0.0311875 | Time: 4229.59 ms
[2022-04-11 06:17:28 main:574] : INFO : Epoch 1625 | loss: 0.0311185 | val_loss: 0.0311504 | Time: 4173.45 ms
[2022-04-11 06:17:32 main:574] : INFO : Epoch 1626 | loss: 0.0310911 | val_loss: 0.0311433 | Time: 4204.52 ms
[2022-04-11 06:17:37 main:574] : INFO : Epoch 1627 | loss: 0.0311377 | val_loss: 0.0311553 | Time: 4210.61 ms
[2022-04-11 06:17:41 main:574] : INFO : Epoch 1628 | loss: 0.0311312 | val_loss: 0.0311467 | Time: 4284.64 ms
[2022-04-11 06:17:45 main:574] : INFO : Epoch 1629 | loss: 0.0311084 | val_loss: 0.0311368 | Time: 4219.53 ms
[2022-04-11 06:17:49 main:574] : INFO : Epoch 1630 | loss: 0.0311032 | val_loss: 0.031138 | Time: 4259.83 ms
[2022-04-11 06:17:54 main:574] : INFO : Epoch 1631 | loss: 0.0311007 | val_loss: 0.0311361 | Time: 4244.58 ms
[2022-04-11 06:17:58 main:574] : INFO : Epoch 1632 | loss: 0.0310971 | val_loss: 0.0311376 | Time: 4293.18 ms
[2022-04-11 06:18:02 main:574] : INFO : Epoch 1633 | loss: 0.0310967 | val_loss: 0.031144 | Time: 4235.09 ms
[2022-04-11 06:18:06 main:574] : INFO : Epoch 1634 | loss: 0.0310993 | val_loss: 0.031134 | Time: 4219.77 ms
[2022-04-11 06:18:11 main:574] : INFO : Epoch 1635 | loss: 0.0310956 | val_loss: 0.0311332 | Time: 4267.56 ms
[2022-04-11 06:18:15 main:574] : INFO : Epoch 1636 | loss: 0.0310925 | val_loss: 0.0311272 | Time: 4273.27 ms
[2022-04-11 06:18:19 main:574] : INFO : Epoch 1637 | loss: 0.0310958 | val_loss: 0.0311342 | Time: 4219.19 ms
[2022-04-11 06:18:23 main:574] : INFO : Epoch 1638 | loss: 0.031096 | val_loss: 0.0311357 | Time: 4237.34 ms
[2022-04-11 06:18:28 main:574] : INFO : Epoch 1639 | loss: 0.0310931 | val_loss: 0.0311338 | Time: 4225.97 ms
[2022-04-11 06:18:32 main:574] : INFO : Epoch 1640 | loss: 0.0310935 | val_loss: 0.0311348 | Time: 4222.27 ms
[2022-04-11 06:18:36 main:574] : INFO : Epoch 1641 | loss: 0.0310908 | val_loss: 0.0311362 | Time: 4263.09 ms
[2022-04-11 06:18:40 main:574] : INFO : Epoch 1642 | loss: 0.0310868 | val_loss: 0.0311352 | Time: 4235.9 ms
[2022-04-11 06:18:45 main:574] : INFO : Epoch 1643 | loss: 0.0310854 | val_loss: 0.0311376 | Time: 4241.83 ms
[2022-04-11 06:18:49 main:574] : INFO : Epoch 1644 | loss: 0.0310838 | val_loss: 0.0311327 | Time: 4251.43 ms
[2022-04-11 06:18:53 main:574] : INFO : Epoch 1645 | loss: 0.0310865 | val_loss: 0.0311397 | Time: 4255.8 ms
[2022-04-11 06:18:57 main:574] : INFO : Epoch 1646 | loss: 0.0310841 | val_loss: 0.0311354 | Time: 4182.95 ms
[2022-04-11 06:19:02 main:574] : INFO : Epoch 1647 | loss: 0.0310806 | val_loss: 0.0311405 | Time: 4248.21 ms
[2022-04-11 06:19:06 main:574] : INFO : Epoch 1648 | loss: 0.0310797 | val_loss: 0.0311391 | Time: 4215.86 ms
[2022-04-11 06:19:10 main:574] : INFO : Epoch 1649 | loss: 0.0310817 | val_loss: 0.0311358 | Time: 4233.64 ms
[2022-04-11 06:19:14 main:574] : INFO : Epoch 1650 | loss: 0.0310797 | val_loss: 0.0311435 | Time: 4172.49 ms
[2022-04-11 06:19:19 main:574] : INFO : Epoch 1651 | loss: 0.031091 | val_loss: 0.0311396 | Time: 4281.36 ms
[2022-04-11 06:19:23 main:574] : INFO : Epoch 1652 | loss: 0.031087 | val_loss: 0.0311342 | Time: 4192.45 ms
[2022-04-11 06:19:27 main:574] : INFO : Epoch 1653 | loss: 0.0310856 | val_loss: 0.0311358 | Time: 4265.92 ms
[2022-04-11 06:19:31 main:574] : INFO : Epoch 1654 | loss: 0.0310876 | val_loss: 0.0311363 | Time: 4225.02 ms
[2022-04-11 06:19:35 main:574] : INFO : Epoch 1655 | loss: 0.0310841 | val_loss: 0.0311327 | Time: 4216.99 ms
[2022-04-11 06:19:40 main:574] : INFO : Epoch 1656 | loss: 0.0310822 | val_loss: 0.0311314 | Time: 4268.84 ms
[2022-04-11 06:19:44 main:574] : INFO : Epoch 1657 | loss: 0.0310822 | val_loss: 0.0311339 | Time: 4256.81 ms
[2022-04-11 06:19:48 main:574] : INFO : Epoch 1658 | loss: 0.0310801 | val_loss: 0.031137 | Time: 4170.39 ms
[2022-04-11 06:19:52 main:574] : INFO : Epoch 1659 | loss: 0.0310786 | val_loss: 0.0311358 | Time: 4210.72 ms
[2022-04-11 06:19:57 main:574] : INFO : Epoch 1660 | loss: 0.0310809 | val_loss: 0.0311433 | Time: 4230.5 ms
[2022-04-11 06:20:01 main:574] : INFO : Epoch 1661 | loss: 0.0310846 | val_loss: 0.0311326 | Time: 4248.2 ms
[2022-04-11 06:20:05 main:574] : INFO : Epoch 1662 | loss: 0.0310839 | val_loss: 0.0311292 | Time: 4268.77 ms
[2022-04-11 06:20:09 main:574] : INFO : Epoch 1663 | loss: 0.0310819 | val_loss: 0.0311536 | Time: 4298.03 ms
[2022-04-11 06:20:14 main:574] : INFO : Epoch 1664 | loss: 0.0311038 | val_loss: 0.0311423 | Time: 4230.36 ms
[2022-04-11 06:20:18 main:574] : INFO : Epoch 1665 | loss: 0.0311013 | val_loss: 0.0311398 | Time: 4241 ms
[2022-04-11 06:20:22 main:574] : INFO : Epoch 1666 | loss: 0.0310967 | val_loss: 0.0311421 | Time: 4187.26 ms
[2022-04-11 06:20:26 main:574] : INFO : Epoch 1667 | loss: 0.0310906 | val_loss: 0.0311446 | Time: 4243.63 ms
[2022-04-11 06:20:31 main:574] : INFO : Epoch 1668 | loss: 0.0310882 | val_loss: 0.0311398 | Time: 4223.09 ms
[2022-04-11 06:20:35 main:574] : INFO : Epoch 1669 | loss: 0.0310838 | val_loss: 0.0311394 | Time: 4226.73 ms
[2022-04-11 06:20:39 main:574] : INFO : Epoch 1670 | loss: 0.0310851 | val_loss: 0.0311415 | Time: 4246.72 ms
[2022-04-11 06:20:43 main:574] : INFO : Epoch 1671 | loss: 0.0310854 | val_loss: 0.0311356 | Time: 4217.03 ms
[2022-04-11 06:20:48 main:574] : INFO : Epoch 1672 | loss: 0.031086 | val_loss: 0.0311319 | Time: 4227.43 ms
[2022-04-11 06:20:52 main:574] : INFO : Epoch 1673 | loss: 0.0310858 | val_loss: 0.0311321 | Time: 4295.06 ms
[2022-04-11 06:20:56 main:574] : INFO : Epoch 1674 | loss: 0.0310933 | val_loss: 0.031129 | Time: 4194.49 ms
[2022-04-11 06:21:00 main:574] : INFO : Epoch 1675 | loss: 0.0310916 | val_loss: 0.0311319 | Time: 4268.76 ms
[2022-04-11 06:21:05 main:574] : INFO : Epoch 1676 | loss: 0.0310848 | val_loss: 0.0311307 | Time: 4220.25 ms
[2022-04-11 06:21:09 main:574] : INFO : Epoch 1677 | loss: 0.0310807 | val_loss: 0.0311416 | Time: 4195.99 ms
[2022-04-11 06:21:13 main:574] : INFO : Epoch 1678 | loss: 0.0310827 | val_loss: 0.0311363 | Time: 4227.37 ms
[2022-04-11 06:21:17 main:574] : INFO : Epoch 1679 | loss: 0.0310933 | val_loss: 0.0311437 | Time: 4247.82 ms
[2022-04-11 06:21:21 main:574] : INFO : Epoch 1680 | loss: 0.0311094 | val_loss: 0.0311381 | Time: 4217.72 ms
[2022-04-11 06:21:26 main:574] : INFO : Epoch 1681 | loss: 0.0311086 | val_loss: 0.0311268 | Time: 4263.79 ms
[2022-04-11 06:21:30 main:574] : INFO : Epoch 1682 | loss: 0.0311084 | val_loss: 0.0311279 | Time: 4259.89 ms
[2022-04-11 06:21:34 main:574] : INFO : Epoch 1683 | loss: 0.0311047 | val_loss: 0.0311409 | Time: 4178.36 ms
[2022-04-11 06:21:38 main:574] : INFO : Epoch 1684 | loss: 0.0311011 | val_loss: 0.0311392 | Time: 4246.05 ms
[2022-04-11 06:21:43 main:574] : INFO : Epoch 1685 | loss: 0.0310954 | val_loss: 0.0311327 | Time: 4247.93 ms
[2022-04-11 06:21:47 main:574] : INFO : Epoch 1686 | loss: 0.0310906 | val_loss: 0.0311387 | Time: 4190.7 ms
[2022-04-11 06:21:51 main:574] : INFO : Epoch 1687 | loss: 0.0310874 | val_loss: 0.0311408 | Time: 4256.33 ms
[2022-04-11 06:21:55 main:574] : INFO : Epoch 1688 | loss: 0.0310857 | val_loss: 0.0311328 | Time: 4245.52 ms
[2022-04-11 06:22:00 main:574] : INFO : Epoch 1689 | loss: 0.0310842 | val_loss: 0.03114 | Time: 4211.85 ms
[2022-04-11 06:22:04 main:574] : INFO : Epoch 1690 | loss: 0.0310869 | val_loss: 0.0311395 | Time: 4209.81 ms
[2022-04-11 06:22:08 main:574] : INFO : Epoch 1691 | loss: 0.0310872 | val_loss: 0.0311398 | Time: 4256.39 ms
[2022-04-11 06:22:12 main:574] : INFO : Epoch 1692 | loss: 0.0310821 | val_loss: 0.0311355 | Time: 4269.05 ms
[2022-04-11 06:22:16 main:574] : INFO : Epoch 1693 | loss: 0.0310807 | val_loss: 0.031144 | Time: 4178.67 ms
[2022-04-11 06:22:21 main:574] : INFO : Epoch 1694 | loss: 0.0310818 | val_loss: 0.031141 | Time: 4202.69 ms
[2022-04-11 06:22:25 main:574] : INFO : Epoch 1695 | loss: 0.031083 | val_loss: 0.0311385 | Time: 4236.65 ms
[2022-04-11 06:22:29 main:574] : INFO : Epoch 1696 | loss: 0.0310832 | val_loss: 0.0311405 | Time: 4247.78 ms
[2022-04-11 06:22:33 main:574] : INFO : Epoch 1697 | loss: 0.0310833 | val_loss: 0.0311448 | Time: 4264.35 ms
[2022-04-11 06:22:38 main:574] : INFO : Epoch 1698 | loss: 0.0310874 | val_loss: 0.0311411 | Time: 4253.9 ms
[2022-04-11 06:22:42 main:574] : INFO : Epoch 1699 | loss: 0.0310853 | val_loss: 0.0311435 | Time: 4240.46 ms
[2022-04-11 06:22:46 main:574] : INFO : Epoch 1700 | loss: 0.031084 | val_loss: 0.031146 | Time: 4217.8 ms
[2022-04-11 06:22:50 main:574] : INFO : Epoch 1701 | loss: 0.031083 | val_loss: 0.0311453 | Time: 4229.07 ms
[2022-04-11 06:22:55 main:574] : INFO : Epoch 1702 | loss: 0.0310831 | val_loss: 0.0311396 | Time: 4208.45 ms
[2022-04-11 06:22:59 main:574] : INFO : Epoch 1703 | loss: 0.0310812 | val_loss: 0.0311456 | Time: 4240.98 ms
[2022-04-11 06:23:03 main:574] : INFO : Epoch 1704 | loss: 0.0310866 | val_loss: 0.031141 | Time: 4236.61 ms
[2022-04-11 06:23:07 main:574] : INFO : Epoch 1705 | loss: 0.0310874 | val_loss: 0.0311412 | Time: 4251.39 ms
[2022-04-11 06:23:12 main:574] : INFO : Epoch 1706 | loss: 0.0310891 | val_loss: 0.0311366 | Time: 4219.09 ms
[2022-04-11 06:23:16 main:574] : INFO : Epoch 1707 | loss: 0.0310859 | val_loss: 0.0311335 | Time: 4246.26 ms
[2022-04-11 06:23:20 main:574] : INFO : Epoch 1708 | loss: 0.0310821 | val_loss: 0.03114 | Time: 4225.16 ms
[2022-04-11 06:23:24 main:574] : INFO : Epoch 1709 | loss: 0.0310843 | val_loss: 0.0311421 | Time: 4227.36 ms
[2022-04-11 06:23:29 main:574] : INFO : Epoch 1710 | loss: 0.0310913 | val_loss: 0.0311323 | Time: 4266.57 ms
[2022-04-11 06:23:33 main:574] : INFO : Epoch 1711 | loss: 0.0310871 | val_loss: 0.0311382 | Time: 4218.71 ms
[2022-04-11 06:23:37 main:574] : INFO : Epoch 1712 | loss: 0.0310853 | val_loss: 0.0311412 | Time: 4247.36 ms
[2022-04-11 06:23:41 main:574] : INFO : Epoch 1713 | loss: 0.031085 | val_loss: 0.0311485 | Time: 4268.66 ms
[2022-04-11 06:23:46 main:574] : INFO : Epoch 1714 | loss: 0.0310898 | val_loss: 0.0311421 | Time: 4212.99 ms
[2022-04-11 06:23:50 main:574] : INFO : Epoch 1715 | loss: 0.0310826 | val_loss: 0.0311362 | Time: 4271.29 ms
[2022-04-11 06:23:54 main:574] : INFO : Epoch 1716 | loss: 0.0310797 | val_loss: 0.0311402 | Time: 4216.91 ms
[2022-04-11 06:23:58 main:574] : INFO : Epoch 1717 | loss: 0.0310764 | val_loss: 0.031143 | Time: 4252.6 ms
[2022-04-11 06:24:03 main:574] : INFO : Epoch 1718 | loss: 0.0310771 | val_loss: 0.0311388 | Time: 4264.38 ms
[2022-04-11 06:24:07 main:574] : INFO : Epoch 1719 | loss: 0.0310756 | val_loss: 0.0311363 | Time: 4225.35 ms
[2022-04-11 06:24:11 main:574] : INFO : Epoch 1720 | loss: 0.031077 | val_loss: 0.0311386 | Time: 4248.7 ms
[2022-04-11 06:24:15 main:574] : INFO : Epoch 1721 | loss: 0.0310758 | val_loss: 0.0311402 | Time: 4266.08 ms
[2022-04-11 06:24:20 main:574] : INFO : Epoch 1722 | loss: 0.0310769 | val_loss: 0.0311569 | Time: 4240.02 ms
[2022-04-11 06:24:24 main:574] : INFO : Epoch 1723 | loss: 0.031118 | val_loss: 0.0311435 | Time: 4191.6 ms
[2022-04-11 06:24:28 main:574] : INFO : Epoch 1724 | loss: 0.0311111 | val_loss: 0.0311366 | Time: 4211.21 ms
[2022-04-11 06:24:32 main:574] : INFO : Epoch 1725 | loss: 0.0311006 | val_loss: 0.0311412 | Time: 4274.58 ms
[2022-04-11 06:24:37 main:574] : INFO : Epoch 1726 | loss: 0.0310911 | val_loss: 0.0311425 | Time: 4251.03 ms
[2022-04-11 06:24:41 main:574] : INFO : Epoch 1727 | loss: 0.0310861 | val_loss: 0.0311419 | Time: 4224.46 ms
[2022-04-11 06:24:45 main:574] : INFO : Epoch 1728 | loss: 0.0310812 | val_loss: 0.0311384 | Time: 4276.94 ms
[2022-04-11 06:24:49 main:574] : INFO : Epoch 1729 | loss: 0.0310811 | val_loss: 0.0311462 | Time: 4191.13 ms
[2022-04-11 06:24:53 main:574] : INFO : Epoch 1730 | loss: 0.0310796 | val_loss: 0.0311404 | Time: 4266.66 ms
[2022-04-11 06:24:58 main:574] : INFO : Epoch 1731 | loss: 0.031077 | val_loss: 0.0311415 | Time: 4319.29 ms
[2022-04-11 06:25:02 main:574] : INFO : Epoch 1732 | loss: 0.031075 | val_loss: 0.0311417 | Time: 4244.22 ms
[2022-04-11 06:25:06 main:574] : INFO : Epoch 1733 | loss: 0.031075 | val_loss: 0.0311353 | Time: 4279.41 ms
[2022-04-11 06:25:11 main:574] : INFO : Epoch 1734 | loss: 0.031078 | val_loss: 0.0311475 | Time: 4259.2 ms
[2022-04-11 06:25:15 main:574] : INFO : Epoch 1735 | loss: 0.0310844 | val_loss: 0.0311419 | Time: 4230.43 ms
[2022-04-11 06:25:19 main:574] : INFO : Epoch 1736 | loss: 0.0310815 | val_loss: 0.0311426 | Time: 4265.6 ms
[2022-04-11 06:25:23 main:574] : INFO : Epoch 1737 | loss: 0.0310791 | val_loss: 0.0311436 | Time: 4206.18 ms
[2022-04-11 06:25:28 main:574] : INFO : Epoch 1738 | loss: 0.0310791 | val_loss: 0.0311388 | Time: 4246.24 ms
[2022-04-11 06:25:32 main:574] : INFO : Epoch 1739 | loss: 0.0310755 | val_loss: 0.0311393 | Time: 4237.89 ms
[2022-04-11 06:25:36 main:574] : INFO : Epoch 1740 | loss: 0.0310743 | val_loss: 0.0311415 | Time: 4271.34 ms
[2022-04-11 06:25:40 main:574] : INFO : Epoch 1741 | loss: 0.0310739 | val_loss: 0.0311408 | Time: 4221.71 ms
[2022-04-11 06:25:45 main:574] : INFO : Epoch 1742 | loss: 0.0310732 | val_loss: 0.0311342 | Time: 4231.76 ms
[2022-04-11 06:25:49 main:574] : INFO : Epoch 1743 | loss: 0.0310744 | val_loss: 0.0311421 | Time: 4237.96 ms
[2022-04-11 06:25:53 main:574] : INFO : Epoch 1744 | loss: 0.0310862 | val_loss: 0.0311478 | Time: 4240.62 ms
[2022-04-11 06:25:57 main:574] : INFO : Epoch 1745 | loss: 0.0311186 | val_loss: 0.0311395 | Time: 4237.97 ms
[2022-04-11 06:26:01 main:574] : INFO : Epoch 1746 | loss: 0.0311136 | val_loss: 0.0311392 | Time: 4194.96 ms
[2022-04-11 06:26:06 main:574] : INFO : Epoch 1747 | loss: 0.0311014 | val_loss: 0.0311343 | Time: 4240.54 ms
[2022-04-11 06:26:10 main:574] : INFO : Epoch 1748 | loss: 0.0310981 | val_loss: 0.0311335 | Time: 4268.8 ms
[2022-04-11 06:26:14 main:574] : INFO : Epoch 1749 | loss: 0.031102 | val_loss: 0.0311405 | Time: 4260.93 ms
[2022-04-11 06:26:19 main:574] : INFO : Epoch 1750 | loss: 0.0310973 | val_loss: 0.0311338 | Time: 4263.42 ms
[2022-04-11 06:26:23 main:574] : INFO : Epoch 1751 | loss: 0.0310914 | val_loss: 0.0311359 | Time: 4204.15 ms
[2022-04-11 06:26:27 main:574] : INFO : Epoch 1752 | loss: 0.031093 | val_loss: 0.0311307 | Time: 4229 ms
[2022-04-11 06:26:31 main:574] : INFO : Epoch 1753 | loss: 0.0310935 | val_loss: 0.0311398 | Time: 4269.71 ms
[2022-04-11 06:26:36 main:574] : INFO : Epoch 1754 | loss: 0.031087 | val_loss: 0.0311348 | Time: 4273.3 ms
[2022-04-11 06:26:40 main:574] : INFO : Epoch 1755 | loss: 0.0310864 | val_loss: 0.0311292 | Time: 4218.33 ms
[2022-04-11 06:26:44 main:574] : INFO : Epoch 1756 | loss: 0.0310833 | val_loss: 0.0311314 | Time: 4225.5 ms
[2022-04-11 06:26:48 main:574] : INFO : Epoch 1757 | loss: 0.0310816 | val_loss: 0.0311362 | Time: 4205.56 ms
[2022-04-11 06:26:52 main:574] : INFO : Epoch 1758 | loss: 0.0310815 | val_loss: 0.0311319 | Time: 4242.52 ms
[2022-04-11 06:26:57 main:574] : INFO : Epoch 1759 | loss: 0.0310786 | val_loss: 0.031144 | Time: 4250.93 ms
[2022-04-11 06:27:01 main:574] : INFO : Epoch 1760 | loss: 0.0310792 | val_loss: 0.0311388 | Time: 4203.12 ms
[2022-04-11 06:27:05 main:574] : INFO : Epoch 1761 | loss: 0.031076 | val_loss: 0.0311356 | Time: 4221.43 ms
[2022-04-11 06:27:09 main:574] : INFO : Epoch 1762 | loss: 0.0310738 | val_loss: 0.0311361 | Time: 4225.5 ms
[2022-04-11 06:27:14 main:574] : INFO : Epoch 1763 | loss: 0.031087 | val_loss: 0.0311443 | Time: 4242.48 ms
[2022-04-11 06:27:18 main:574] : INFO : Epoch 1764 | loss: 0.0310859 | val_loss: 0.0311398 | Time: 4261.52 ms
[2022-04-11 06:27:22 main:574] : INFO : Epoch 1765 | loss: 0.0310801 | val_loss: 0.0311376 | Time: 4222.66 ms
[2022-04-11 06:27:26 main:574] : INFO : Epoch 1766 | loss: 0.0310772 | val_loss: 0.0311332 | Time: 4226.26 ms
[2022-04-11 06:27:31 main:574] : INFO : Epoch 1767 | loss: 0.0310751 | val_loss: 0.0311346 | Time: 4219.66 ms
[2022-04-11 06:27:35 main:574] : INFO : Epoch 1768 | loss: 0.0310764 | val_loss: 0.0311381 | Time: 4244.09 ms
[2022-04-11 06:27:39 main:574] : INFO : Epoch 1769 | loss: 0.0310755 | val_loss: 0.031138 | Time: 4212.86 ms
[2022-04-11 06:27:43 main:574] : INFO : Epoch 1770 | loss: 0.0310739 | val_loss: 0.0311384 | Time: 4237.4 ms
[2022-04-11 06:27:47 main:574] : INFO : Epoch 1771 | loss: 0.0310711 | val_loss: 0.0311408 | Time: 4152.96 ms
[2022-04-11 06:27:52 main:574] : INFO : Epoch 1772 | loss: 0.0310714 | val_loss: 0.0311401 | Time: 4228.18 ms
[2022-04-11 06:27:56 main:574] : INFO : Epoch 1773 | loss: 0.0310713 | val_loss: 0.0311355 | Time: 4237.49 ms
[2022-04-11 06:28:00 main:574] : INFO : Epoch 1774 | loss: 0.0310809 | val_loss: 0.031133 | Time: 4252.17 ms
[2022-04-11 06:28:04 main:574] : INFO : Epoch 1775 | loss: 0.0310821 | val_loss: 0.0311376 | Time: 4223.73 ms
[2022-04-11 06:28:09 main:574] : INFO : Epoch 1776 | loss: 0.0310789 | val_loss: 0.0311371 | Time: 4203.46 ms
[2022-04-11 06:28:13 main:574] : INFO : Epoch 1777 | loss: 0.0310792 | val_loss: 0.03114 | Time: 4204.92 ms
[2022-04-11 06:28:17 main:574] : INFO : Epoch 1778 | loss: 0.0310766 | val_loss: 0.0311352 | Time: 4206.91 ms
[2022-04-11 06:28:21 main:574] : INFO : Epoch 1779 | loss: 0.0310744 | val_loss: 0.0311353 | Time: 4280.49 ms
[2022-04-11 06:28:26 main:574] : INFO : Epoch 1780 | loss: 0.0310715 | val_loss: 0.0311371 | Time: 4234.5 ms
[2022-04-11 06:28:30 main:574] : INFO : Epoch 1781 | loss: 0.03107 | val_loss: 0.031138 | Time: 4211.81 ms
[2022-04-11 06:28:34 main:574] : INFO : Epoch 1782 | loss: 0.0310711 | val_loss: 0.0311407 | Time: 4276.04 ms
[2022-04-11 06:28:38 main:574] : INFO : Epoch 1783 | loss: 0.0310679 | val_loss: 0.0311391 | Time: 4235.92 ms
[2022-04-11 06:28:42 main:574] : INFO : Epoch 1784 | loss: 0.0310686 | val_loss: 0.0311346 | Time: 4200.04 ms
[2022-04-11 06:28:47 main:574] : INFO : Epoch 1785 | loss: 0.031068 | val_loss: 0.0311398 | Time: 4236.6 ms
[2022-04-11 06:28:51 main:574] : INFO : Epoch 1786 | loss: 0.0310677 | val_loss: 0.0311395 | Time: 4236.62 ms
[2022-04-11 06:28:55 main:574] : INFO : Epoch 1787 | loss: 0.0310672 | val_loss: 0.0311347 | Time: 4236.39 ms
[2022-04-11 06:28:59 main:574] : INFO : Epoch 1788 | loss: 0.0310676 | val_loss: 0.0311337 | Time: 4219.89 ms
[2022-04-11 06:29:04 main:574] : INFO : Epoch 1789 | loss: 0.0310658 | val_loss: 0.0311415 | Time: 4233.04 ms
[2022-04-11 06:29:08 main:574] : INFO : Epoch 1790 | loss: 0.0310641 | val_loss: 0.0311449 | Time: 4207.28 ms
[2022-04-11 06:29:12 main:574] : INFO : Epoch 1791 | loss: 0.0310661 | val_loss: 0.0311425 | Time: 4286.82 ms
[2022-04-11 06:29:16 main:574] : INFO : Epoch 1792 | loss: 0.0310677 | val_loss: 0.0311373 | Time: 4186.19 ms
[2022-04-11 06:29:21 main:574] : INFO : Epoch 1793 | loss: 0.0310696 | val_loss: 0.0311393 | Time: 4288.41 ms
[2022-04-11 06:29:25 main:574] : INFO : Epoch 1794 | loss: 0.031065 | val_loss: 0.0311469 | Time: 4292.43 ms
[2022-04-11 06:29:29 main:574] : INFO : Epoch 1795 | loss: 0.0310646 | val_loss: 0.0311413 | Time: 4217.49 ms
[2022-04-11 06:29:33 main:574] : INFO : Epoch 1796 | loss: 0.0310643 | val_loss: 0.0311432 | Time: 4261.44 ms
[2022-04-11 06:29:38 main:574] : INFO : Epoch 1797 | loss: 0.0310667 | val_loss: 0.0311447 | Time: 4251.12 ms
[2022-04-11 06:29:42 main:574] : INFO : Epoch 1798 | loss: 0.0310659 | val_loss: 0.0311452 | Time: 4287.46 ms
[2022-04-11 06:29:46 main:574] : INFO : Epoch 1799 | loss: 0.0310727 | val_loss: 0.031143 | Time: 4262.5 ms
[2022-04-11 06:29:50 main:574] : INFO : Epoch 1800 | loss: 0.0310773 | val_loss: 0.031141 | Time: 4218.02 ms
[2022-04-11 06:29:55 main:574] : INFO : Epoch 1801 | loss: 0.0310793 | val_loss: 0.031142 | Time: 4236 ms
[2022-04-11 06:29:59 main:574] : INFO : Epoch 1802 | loss: 0.0310767 | val_loss: 0.0311441 | Time: 4216.31 ms
[2022-04-11 06:30:03 main:574] : INFO : Epoch 1803 | loss: 0.0310697 | val_loss: 0.0311418 | Time: 4269.25 ms
[2022-04-11 06:30:07 main:574] : INFO : Epoch 1804 | loss: 0.0310701 | val_loss: 0.0311389 | Time: 4229.61 ms
[2022-04-11 06:30:12 main:574] : INFO : Epoch 1805 | loss: 0.0310719 | val_loss: 0.0311393 | Time: 4250.01 ms
[2022-04-11 06:30:16 main:574] : INFO : Epoch 1806 | loss: 0.0310726 | val_loss: 0.031141 | Time: 4218.88 ms
[2022-04-11 06:30:20 main:574] : INFO : Epoch 1807 | loss: 0.0310675 | val_loss: 0.0311454 | Time: 4209.89 ms
[2022-04-11 06:30:24 main:574] : INFO : Epoch 1808 | loss: 0.0310673 | val_loss: 0.0311423 | Time: 4253.81 ms
[2022-04-11 06:30:29 main:574] : INFO : Epoch 1809 | loss: 0.0310697 | val_loss: 0.0311519 | Time: 4259.25 ms
[2022-04-11 06:30:33 main:574] : INFO : Epoch 1810 | loss: 0.0310686 | val_loss: 0.0311433 | Time: 4278.04 ms
[2022-04-11 06:30:37 main:574] : INFO : Epoch 1811 | loss: 0.0310746 | val_loss: 0.0311462 | Time: 4208.1 ms
[2022-04-11 06:30:41 main:574] : INFO : Epoch 1812 | loss: 0.0310841 | val_loss: 0.031136 | Time: 4254.72 ms
[2022-04-11 06:30:46 main:574] : INFO : Epoch 1813 | loss: 0.0310769 | val_loss: 0.0311345 | Time: 4165.23 ms
[2022-04-11 06:30:50 main:574] : INFO : Epoch 1814 | loss: 0.0310803 | val_loss: 0.0311439 | Time: 4195.2 ms
[2022-04-11 06:30:54 main:574] : INFO : Epoch 1815 | loss: 0.0310768 | val_loss: 0.0311456 | Time: 4311.67 ms
[2022-04-11 06:30:58 main:574] : INFO : Epoch 1816 | loss: 0.0310742 | val_loss: 0.0311424 | Time: 4279.69 ms
[2022-04-11 06:31:03 main:574] : INFO : Epoch 1817 | loss: 0.0310836 | val_loss: 0.0311353 | Time: 4262.71 ms
[2022-04-11 06:31:07 main:574] : INFO : Epoch 1818 | loss: 0.0310856 | val_loss: 0.0311379 | Time: 4234.03 ms
[2022-04-11 06:31:11 main:574] : INFO : Epoch 1819 | loss: 0.0310803 | val_loss: 0.0311338 | Time: 4236.76 ms
[2022-04-11 06:31:15 main:574] : INFO : Epoch 1820 | loss: 0.0310728 | val_loss: 0.0311397 | Time: 4257.3 ms
[2022-04-11 06:31:20 main:574] : INFO : Epoch 1821 | loss: 0.0310722 | val_loss: 0.03114 | Time: 4193.71 ms
[2022-04-11 06:31:24 main:574] : INFO : Epoch 1822 | loss: 0.0310668 | val_loss: 0.0311388 | Time: 4247.55 ms
[2022-04-11 06:31:28 main:574] : INFO : Epoch 1823 | loss: 0.0310643 | val_loss: 0.0311408 | Time: 4210.88 ms
[2022-04-11 06:31:32 main:574] : INFO : Epoch 1824 | loss: 0.0310689 | val_loss: 0.0311364 | Time: 4254.71 ms
[2022-04-11 06:31:37 main:574] : INFO : Epoch 1825 | loss: 0.031071 | val_loss: 0.0311396 | Time: 4253.84 ms
[2022-04-11 06:31:41 main:574] : INFO : Epoch 1826 | loss: 0.031069 | val_loss: 0.0311419 | Time: 4228.82 ms
[2022-04-11 06:31:45 main:574] : INFO : Epoch 1827 | loss: 0.0310808 | val_loss: 0.0311368 | Time: 4223.21 ms
[2022-04-11 06:31:49 main:574] : INFO : Epoch 1828 | loss: 0.0310702 | val_loss: 0.0311391 | Time: 4217.52 ms
[2022-04-11 06:31:53 main:574] : INFO : Epoch 1829 | loss: 0.0310661 | val_loss: 0.0311464 | Time: 4196.9 ms
[2022-04-11 06:31:58 main:574] : INFO : Epoch 1830 | loss: 0.0310665 | val_loss: 0.0311444 | Time: 4236.96 ms
[2022-04-11 06:32:02 main:574] : INFO : Epoch 1831 | loss: 0.0310698 | val_loss: 0.0311467 | Time: 4257.31 ms
[2022-04-11 06:32:06 main:574] : INFO : Epoch 1832 | loss: 0.0310803 | val_loss: 0.0311482 | Time: 4242.83 ms
[2022-04-11 06:32:10 main:574] : INFO : Epoch 1833 | loss: 0.0310793 | val_loss: 0.0311393 | Time: 4220.71 ms
[2022-04-11 06:32:15 main:574] : INFO : Epoch 1834 | loss: 0.0310793 | val_loss: 0.0311388 | Time: 4253.02 ms
[2022-04-11 06:32:19 main:574] : INFO : Epoch 1835 | loss: 0.0310873 | val_loss: 0.031149 | Time: 4228.91 ms
[2022-04-11 06:32:23 main:574] : INFO : Epoch 1836 | loss: 0.0310794 | val_loss: 0.0311444 | Time: 4282.84 ms
[2022-04-11 06:32:27 main:574] : INFO : Epoch 1837 | loss: 0.0310758 | val_loss: 0.0311492 | Time: 4249.72 ms
[2022-04-11 06:32:32 main:574] : INFO : Epoch 1838 | loss: 0.0310727 | val_loss: 0.0311451 | Time: 4232.94 ms
[2022-04-11 06:32:36 main:574] : INFO : Epoch 1839 | loss: 0.0310703 | val_loss: 0.0311406 | Time: 4240.07 ms
[2022-04-11 06:32:40 main:574] : INFO : Epoch 1840 | loss: 0.031069 | val_loss: 0.0311375 | Time: 4265.17 ms
[2022-04-11 06:32:44 main:574] : INFO : Epoch 1841 | loss: 0.0310705 | val_loss: 0.0311375 | Time: 4234.84 ms
[2022-04-11 06:32:49 main:574] : INFO : Epoch 1842 | loss: 0.031068 | val_loss: 0.031138 | Time: 4262.67 ms
[2022-04-11 06:32:53 main:574] : INFO : Epoch 1843 | loss: 0.0310673 | val_loss: 0.0311428 | Time: 4228.19 ms
[2022-04-11 06:32:57 main:574] : INFO : Epoch 1844 | loss: 0.0310767 | val_loss: 0.0311619 | Time: 4362.4 ms
[2022-04-11 06:33:02 main:574] : INFO : Epoch 1845 | loss: 0.031157 | val_loss: 0.0311555 | Time: 4274.99 ms
[2022-04-11 06:33:06 main:574] : INFO : Epoch 1846 | loss: 0.0311353 | val_loss: 0.0311438 | Time: 4239.41 ms
[2022-04-11 06:33:10 main:574] : INFO : Epoch 1847 | loss: 0.0311172 | val_loss: 0.0311386 | Time: 4241.85 ms
[2022-04-11 06:33:14 main:574] : INFO : Epoch 1848 | loss: 0.0311077 | val_loss: 0.0311371 | Time: 4247.26 ms
[2022-04-11 06:33:19 main:574] : INFO : Epoch 1849 | loss: 0.0311021 | val_loss: 0.0311343 | Time: 4220.16 ms
[2022-04-11 06:33:23 main:574] : INFO : Epoch 1850 | loss: 0.0311082 | val_loss: 0.0311351 | Time: 4224.85 ms
[2022-04-11 06:33:27 main:574] : INFO : Epoch 1851 | loss: 0.0311005 | val_loss: 0.0311364 | Time: 4233.79 ms
[2022-04-11 06:33:31 main:574] : INFO : Epoch 1852 | loss: 0.0310942 | val_loss: 0.0311373 | Time: 4268.83 ms
[2022-04-11 06:33:36 main:574] : INFO : Epoch 1853 | loss: 0.0310916 | val_loss: 0.0311347 | Time: 4249.82 ms
[2022-04-11 06:33:40 main:574] : INFO : Epoch 1854 | loss: 0.0310918 | val_loss: 0.031135 | Time: 4247.02 ms
[2022-04-11 06:33:44 main:574] : INFO : Epoch 1855 | loss: 0.0310946 | val_loss: 0.0311357 | Time: 4279.37 ms
[2022-04-11 06:33:48 main:574] : INFO : Epoch 1856 | loss: 0.0310893 | val_loss: 0.0311272 | Time: 4219.41 ms
[2022-04-11 06:33:53 main:574] : INFO : Epoch 1857 | loss: 0.0310885 | val_loss: 0.0311371 | Time: 4283.63 ms
[2022-04-11 06:33:57 main:574] : INFO : Epoch 1858 | loss: 0.0310844 | val_loss: 0.0311385 | Time: 4220.56 ms
[2022-04-11 06:34:01 main:574] : INFO : Epoch 1859 | loss: 0.0310814 | val_loss: 0.0311332 | Time: 4232.68 ms
[2022-04-11 06:34:05 main:574] : INFO : Epoch 1860 | loss: 0.0310801 | val_loss: 0.0311326 | Time: 4242.06 ms
[2022-04-11 06:34:09 main:574] : INFO : Epoch 1861 | loss: 0.0310777 | val_loss: 0.0311274 | Time: 4213.12 ms
[2022-04-11 06:34:14 main:574] : INFO : Epoch 1862 | loss: 0.0310788 | val_loss: 0.031134 | Time: 4189.38 ms
[2022-04-11 06:34:18 main:574] : INFO : Epoch 1863 | loss: 0.0310771 | val_loss: 0.0311378 | Time: 4255.36 ms
[2022-04-11 06:34:22 main:574] : INFO : Epoch 1864 | loss: 0.0310738 | val_loss: 0.0311391 | Time: 4225.53 ms
[2022-04-11 06:34:26 main:574] : INFO : Epoch 1865 | loss: 0.0310705 | val_loss: 0.0311414 | Time: 4224.24 ms
[2022-04-11 06:34:31 main:574] : INFO : Epoch 1866 | loss: 0.0310745 | val_loss: 0.0311369 | Time: 4255.12 ms
[2022-04-11 06:34:35 main:574] : INFO : Epoch 1867 | loss: 0.0310741 | val_loss: 0.0311389 | Time: 4284.32 ms
[2022-04-11 06:34:39 main:574] : INFO : Epoch 1868 | loss: 0.0310781 | val_loss: 0.0311365 | Time: 4254.74 ms
[2022-04-11 06:34:43 main:574] : INFO : Epoch 1869 | loss: 0.0310815 | val_loss: 0.0311326 | Time: 4239.95 ms
[2022-04-11 06:34:48 main:574] : INFO : Epoch 1870 | loss: 0.0310721 | val_loss: 0.0311358 | Time: 4274.23 ms
[2022-04-11 06:34:52 main:574] : INFO : Epoch 1871 | loss: 0.0310746 | val_loss: 0.0311324 | Time: 4239.04 ms
[2022-04-11 06:34:56 main:574] : INFO : Epoch 1872 | loss: 0.0310701 | val_loss: 0.0311321 | Time: 4254.75 ms
[2022-04-11 06:35:00 main:574] : INFO : Epoch 1873 | loss: 0.031068 | val_loss: 0.031134 | Time: 4238.42 ms
[2022-04-11 06:35:05 main:574] : INFO : Epoch 1874 | loss: 0.0310672 | val_loss: 0.0311327 | Time: 4201.45 ms
[2022-04-11 06:35:09 main:574] : INFO : Epoch 1875 | loss: 0.0310747 | val_loss: 0.0311412 | Time: 4249.67 ms
[2022-04-11 06:35:13 main:574] : INFO : Epoch 1876 | loss: 0.0310794 | val_loss: 0.0311343 | Time: 4283.7 ms
[2022-04-11 06:35:17 main:574] : INFO : Epoch 1877 | loss: 0.031073 | val_loss: 0.0311298 | Time: 4204.95 ms
[2022-04-11 06:35:22 main:574] : INFO : Epoch 1878 | loss: 0.0310678 | val_loss: 0.0311315 | Time: 4316.71 ms
[2022-04-11 06:35:26 main:574] : INFO : Epoch 1879 | loss: 0.0310703 | val_loss: 0.0311385 | Time: 4279.41 ms
[2022-04-11 06:35:30 main:574] : INFO : Epoch 1880 | loss: 0.0310705 | val_loss: 0.0311382 | Time: 4253.52 ms
[2022-04-11 06:35:35 main:574] : INFO : Epoch 1881 | loss: 0.0311144 | val_loss: 0.0311331 | Time: 4201.68 ms
[2022-04-11 06:35:39 main:574] : INFO : Epoch 1882 | loss: 0.0311034 | val_loss: 0.03114 | Time: 4233.5 ms
[2022-04-11 06:35:43 main:574] : INFO : Epoch 1883 | loss: 0.0310947 | val_loss: 0.0311224 | Time: 4238.13 ms
[2022-04-11 06:35:47 main:574] : INFO : Epoch 1884 | loss: 0.031088 | val_loss: 0.0311234 | Time: 4236.47 ms
[2022-04-11 06:35:51 main:574] : INFO : Epoch 1885 | loss: 0.0310815 | val_loss: 0.0311279 | Time: 4246.92 ms
[2022-04-11 06:35:56 main:574] : INFO : Epoch 1886 | loss: 0.0310769 | val_loss: 0.0311243 | Time: 4243.22 ms
[2022-04-11 06:36:00 main:574] : INFO : Epoch 1887 | loss: 0.0310746 | val_loss: 0.0311248 | Time: 4231.17 ms
[2022-04-11 06:36:04 main:574] : INFO : Epoch 1888 | loss: 0.031075 | val_loss: 0.0311213 | Time: 4218.24 ms
[2022-04-11 06:36:08 main:574] : INFO : Epoch 1889 | loss: 0.031076 | val_loss: 0.0311238 | Time: 4238.26 ms
[2022-04-11 06:36:13 main:574] : INFO : Epoch 1890 | loss: 0.0310884 | val_loss: 0.0311275 | Time: 4225.87 ms
[2022-04-11 06:36:17 main:574] : INFO : Epoch 1891 | loss: 0.0310978 | val_loss: 0.0311293 | Time: 4270.09 ms
[2022-04-11 06:36:21 main:574] : INFO : Epoch 1892 | loss: 0.0310873 | val_loss: 0.031128 | Time: 4271.57 ms
[2022-04-11 06:36:25 main:574] : INFO : Epoch 1893 | loss: 0.0310815 | val_loss: 0.03113 | Time: 4231.2 ms
[2022-04-11 06:36:30 main:574] : INFO : Epoch 1894 | loss: 0.0310823 | val_loss: 0.0311251 | Time: 4235.95 ms
[2022-04-11 06:36:34 main:574] : INFO : Epoch 1895 | loss: 0.0310774 | val_loss: 0.031123 | Time: 4238.21 ms
[2022-04-11 06:36:38 main:574] : INFO : Epoch 1896 | loss: 0.0310802 | val_loss: 0.0311253 | Time: 4253.85 ms
[2022-04-11 06:36:42 main:574] : INFO : Epoch 1897 | loss: 0.0310773 | val_loss: 0.0311292 | Time: 4232.7 ms
[2022-04-11 06:36:47 main:574] : INFO : Epoch 1898 | loss: 0.0310753 | val_loss: 0.0311265 | Time: 4294.63 ms
[2022-04-11 06:36:51 main:574] : INFO : Epoch 1899 | loss: 0.0310773 | val_loss: 0.0311297 | Time: 4195.57 ms
[2022-04-11 06:36:55 main:574] : INFO : Epoch 1900 | loss: 0.0310769 | val_loss: 0.0311327 | Time: 4202.02 ms
[2022-04-11 06:36:59 main:574] : INFO : Epoch 1901 | loss: 0.0310829 | val_loss: 0.0311289 | Time: 4254.68 ms
[2022-04-11 06:37:04 main:574] : INFO : Epoch 1902 | loss: 0.0310848 | val_loss: 0.0311205 | Time: 4297.38 ms
[2022-04-11 06:37:08 main:574] : INFO : Epoch 1903 | loss: 0.0310806 | val_loss: 0.0311163 | Time: 4200.72 ms
[2022-04-11 06:37:12 main:574] : INFO : Epoch 1904 | loss: 0.0310762 | val_loss: 0.0311213 | Time: 4204.79 ms
[2022-04-11 06:37:16 main:574] : INFO : Epoch 1905 | loss: 0.0310755 | val_loss: 0.0311222 | Time: 4247.04 ms
[2022-04-11 06:37:21 main:574] : INFO : Epoch 1906 | loss: 0.0310716 | val_loss: 0.0311196 | Time: 4198.81 ms
[2022-04-11 06:37:25 main:574] : INFO : Epoch 1907 | loss: 0.0310695 | val_loss: 0.031125 | Time: 4235.92 ms
[2022-04-11 06:37:29 main:574] : INFO : Epoch 1908 | loss: 0.0310762 | val_loss: 0.0311251 | Time: 4209.72 ms
[2022-04-11 06:37:33 main:574] : INFO : Epoch 1909 | loss: 0.0310734 | val_loss: 0.0311279 | Time: 4217.37 ms
[2022-04-11 06:37:37 main:574] : INFO : Epoch 1910 | loss: 0.0310711 | val_loss: 0.0311273 | Time: 4221.27 ms
[2022-04-11 06:37:42 main:574] : INFO : Epoch 1911 | loss: 0.0310686 | val_loss: 0.0311272 | Time: 4175.23 ms
[2022-04-11 06:37:46 main:574] : INFO : Epoch 1912 | loss: 0.031074 | val_loss: 0.0311303 | Time: 4243.7 ms
[2022-04-11 06:37:50 main:574] : INFO : Epoch 1913 | loss: 0.0310808 | val_loss: 0.0311265 | Time: 4226.4 ms
[2022-04-11 06:37:54 main:574] : INFO : Epoch 1914 | loss: 0.0310758 | val_loss: 0.0311261 | Time: 4260.3 ms
[2022-04-11 06:37:59 main:574] : INFO : Epoch 1915 | loss: 0.0310733 | val_loss: 0.0311212 | Time: 4226.62 ms
[2022-04-11 06:38:03 main:574] : INFO : Epoch 1916 | loss: 0.0310768 | val_loss: 0.0311341 | Time: 4256.05 ms
[2022-04-11 06:38:07 main:574] : INFO : Epoch 1917 | loss: 0.0310748 | val_loss: 0.0311249 | Time: 4241.92 ms
[2022-04-11 06:38:11 main:574] : INFO : Epoch 1918 | loss: 0.0310713 | val_loss: 0.0311196 | Time: 4246.13 ms
[2022-04-11 06:38:16 main:574] : INFO : Epoch 1919 | loss: 0.0310669 | val_loss: 0.0311211 | Time: 4255.82 ms
[2022-04-11 06:38:20 main:574] : INFO : Epoch 1920 | loss: 0.0310678 | val_loss: 0.0311235 | Time: 4203.21 ms
[2022-04-11 06:38:24 main:574] : INFO : Epoch 1921 | loss: 0.0310681 | val_loss: 0.0311203 | Time: 4221.97 ms
[2022-04-11 06:38:28 main:574] : INFO : Epoch 1922 | loss: 0.0310683 | val_loss: 0.0311265 | Time: 4249.18 ms
[2022-04-11 06:38:33 main:574] : INFO : Epoch 1923 | loss: 0.0310652 | val_loss: 0.0311231 | Time: 4207.47 ms
[2022-04-11 06:38:37 main:574] : INFO : Epoch 1924 | loss: 0.0310625 | val_loss: 0.0311252 | Time: 4309.34 ms
[2022-04-11 06:38:41 main:574] : INFO : Epoch 1925 | loss: 0.031063 | val_loss: 0.0311224 | Time: 4202.69 ms
[2022-04-11 06:38:45 main:574] : INFO : Epoch 1926 | loss: 0.0310632 | val_loss: 0.0311261 | Time: 4266.1 ms
[2022-04-11 06:38:50 main:574] : INFO : Epoch 1927 | loss: 0.0310624 | val_loss: 0.0311255 | Time: 4263.27 ms
[2022-04-11 06:38:54 main:574] : INFO : Epoch 1928 | loss: 0.0310625 | val_loss: 0.0311229 | Time: 4292.2 ms
[2022-04-11 06:38:58 main:574] : INFO : Epoch 1929 | loss: 0.0310633 | val_loss: 0.0311227 | Time: 4219.96 ms
[2022-04-11 06:39:02 main:574] : INFO : Epoch 1930 | loss: 0.0310619 | val_loss: 0.0311247 | Time: 4285.05 ms
[2022-04-11 06:39:07 main:574] : INFO : Epoch 1931 | loss: 0.0310613 | val_loss: 0.031126 | Time: 4257.7 ms
[2022-04-11 06:39:11 main:574] : INFO : Epoch 1932 | loss: 0.0310675 | val_loss: 0.0311274 | Time: 4190.36 ms
[2022-04-11 06:39:15 main:574] : INFO : Epoch 1933 | loss: 0.0310808 | val_loss: 0.0311254 | Time: 4252.78 ms
[2022-04-11 06:39:19 main:574] : INFO : Epoch 1934 | loss: 0.0310768 | val_loss: 0.0311195 | Time: 4253.22 ms
[2022-04-11 06:39:24 main:574] : INFO : Epoch 1935 | loss: 0.0310748 | val_loss: 0.0311242 | Time: 4243.27 ms
[2022-04-11 06:39:28 main:574] : INFO : Epoch 1936 | loss: 0.0310703 | val_loss: 0.0311292 | Time: 4239.24 ms
[2022-04-11 06:39:32 main:574] : INFO : Epoch 1937 | loss: 0.0310728 | val_loss: 0.0311249 | Time: 4208.33 ms
[2022-04-11 06:39:36 main:574] : INFO : Epoch 1938 | loss: 0.0310649 | val_loss: 0.0311251 | Time: 4238.6 ms
[2022-04-11 06:39:41 main:574] : INFO : Epoch 1939 | loss: 0.0310622 | val_loss: 0.0311219 | Time: 4230.82 ms
[2022-04-11 06:39:45 main:574] : INFO : Epoch 1940 | loss: 0.0310647 | val_loss: 0.0311233 | Time: 4268.39 ms
[2022-04-11 06:39:49 main:574] : INFO : Epoch 1941 | loss: 0.031064 | val_loss: 0.031125 | Time: 4229.43 ms
[2022-04-11 06:39:53 main:574] : INFO : Epoch 1942 | loss: 0.0310642 | val_loss: 0.0311246 | Time: 4199.76 ms
[2022-04-11 06:39:57 main:574] : INFO : Epoch 1943 | loss: 0.0310639 | val_loss: 0.0311215 | Time: 4227.41 ms
[2022-04-11 06:40:02 main:574] : INFO : Epoch 1944 | loss: 0.0310647 | val_loss: 0.0311241 | Time: 4234.32 ms
[2022-04-11 06:40:06 main:574] : INFO : Epoch 1945 | loss: 0.0310639 | val_loss: 0.0311213 | Time: 4216.65 ms
[2022-04-11 06:40:10 main:574] : INFO : Epoch 1946 | loss: 0.0310944 | val_loss: 0.0311232 | Time: 4179.08 ms
[2022-04-11 06:40:14 main:574] : INFO : Epoch 1947 | loss: 0.0310828 | val_loss: 0.0311293 | Time: 4207.19 ms
[2022-04-11 06:40:19 main:574] : INFO : Epoch 1948 | loss: 0.0310793 | val_loss: 0.0311259 | Time: 4262.81 ms
[2022-04-11 06:40:23 main:574] : INFO : Epoch 1949 | loss: 0.0310755 | val_loss: 0.0311236 | Time: 4175.05 ms
[2022-04-11 06:40:27 main:574] : INFO : Epoch 1950 | loss: 0.0310703 | val_loss: 0.031124 | Time: 4227.15 ms
[2022-04-11 06:40:31 main:574] : INFO : Epoch 1951 | loss: 0.0310684 | val_loss: 0.0311212 | Time: 4270.16 ms
[2022-04-11 06:40:36 main:574] : INFO : Epoch 1952 | loss: 0.0310729 | val_loss: 0.0311275 | Time: 4250.16 ms
[2022-04-11 06:40:40 main:574] : INFO : Epoch 1953 | loss: 0.0310811 | val_loss: 0.031115 | Time: 4257.09 ms
[2022-04-11 06:40:44 main:574] : INFO : Epoch 1954 | loss: 0.0310811 | val_loss: 0.0311201 | Time: 4236.55 ms
[2022-04-11 06:40:48 main:574] : INFO : Epoch 1955 | loss: 0.031075 | val_loss: 0.0311201 | Time: 4217.41 ms
[2022-04-11 06:40:53 main:574] : INFO : Epoch 1956 | loss: 0.031078 | val_loss: 0.0311218 | Time: 4233.39 ms
[2022-04-11 06:40:57 main:574] : INFO : Epoch 1957 | loss: 0.0310786 | val_loss: 0.0311158 | Time: 4272.82 ms
[2022-04-11 06:41:01 main:574] : INFO : Epoch 1958 | loss: 0.0310872 | val_loss: 0.0311375 | Time: 4225.35 ms
[2022-04-11 06:41:05 main:574] : INFO : Epoch 1959 | loss: 0.0310907 | val_loss: 0.0311279 | Time: 4238.12 ms
[2022-04-11 06:41:09 main:574] : INFO : Epoch 1960 | loss: 0.0310902 | val_loss: 0.031122 | Time: 4210.39 ms
[2022-04-11 06:41:14 main:574] : INFO : Epoch 1961 | loss: 0.0310838 | val_loss: 0.0311213 | Time: 4260.96 ms
[2022-04-11 06:41:18 main:574] : INFO : Epoch 1962 | loss: 0.0310851 | val_loss: 0.0311206 | Time: 4208.96 ms
[2022-04-11 06:41:22 main:574] : INFO : Epoch 1963 | loss: 0.0310808 | val_loss: 0.0311236 | Time: 4260.33 ms
[2022-04-11 06:41:26 main:574] : INFO : Epoch 1964 | loss: 0.0310901 | val_loss: 0.0311196 | Time: 4242.67 ms
[2022-04-11 06:41:31 main:574] : INFO : Epoch 1965 | loss: 0.0310893 | val_loss: 0.0311257 | Time: 4223.65 ms
[2022-04-11 06:41:35 main:574] : INFO : Epoch 1966 | loss: 0.0310792 | val_loss: 0.0311214 | Time: 4203.13 ms
[2022-04-11 06:41:39 main:574] : INFO : Epoch 1967 | loss: 0.0310766 | val_loss: 0.0311181 | Time: 4240.62 ms
[2022-04-11 06:41:43 main:574] : INFO : Epoch 1968 | loss: 0.0310782 | val_loss: 0.0311193 | Time: 4247.6 ms
[2022-04-11 06:41:48 main:574] : INFO : Epoch 1969 | loss: 0.031072 | val_loss: 0.0311195 | Time: 4240.95 ms
[2022-04-11 06:41:52 main:574] : INFO : Epoch 1970 | loss: 0.0310685 | val_loss: 0.0311156 | Time: 4181.69 ms
[2022-04-11 06:41:56 main:574] : INFO : Epoch 1971 | loss: 0.0310662 | val_loss: 0.0311195 | Time: 4265.24 ms
[2022-04-11 06:42:00 main:574] : INFO : Epoch 1972 | loss: 0.0310681 | val_loss: 0.0311251 | Time: 4386.54 ms
[2022-04-11 06:42:05 main:574] : INFO : Epoch 1973 | loss: 0.031067 | val_loss: 0.0311266 | Time: 4227.13 ms
[2022-04-11 06:42:09 main:574] : INFO : Epoch 1974 | loss: 0.0310649 | val_loss: 0.0311187 | Time: 4216.44 ms
[2022-04-11 06:42:13 main:574] : INFO : Epoch 1975 | loss: 0.0310682 | val_loss: 0.0311293 | Time: 4226.23 ms
[2022-04-11 06:42:17 main:574] : INFO : Epoch 1976 | loss: 0.0310657 | val_loss: 0.0311202 | Time: 4261.83 ms
[2022-04-11 06:42:22 main:574] : INFO : Epoch 1977 | loss: 0.0310624 | val_loss: 0.031118 | Time: 4284.66 ms
[2022-04-11 06:42:26 main:574] : INFO : Epoch 1978 | loss: 0.0310601 | val_loss: 0.0311142 | Time: 4236.94 ms
[2022-04-11 06:42:30 main:574] : INFO : Epoch 1979 | loss: 0.031062 | val_loss: 0.0311173 | Time: 4243.22 ms
[2022-04-11 06:42:34 main:574] : INFO : Epoch 1980 | loss: 0.0310603 | val_loss: 0.0311206 | Time: 4214.65 ms
[2022-04-11 06:42:39 main:574] : INFO : Epoch 1981 | loss: 0.031059 | val_loss: 0.0311164 | Time: 4214.32 ms
[2022-04-11 06:42:43 main:574] : INFO : Epoch 1982 | loss: 0.0310592 | val_loss: 0.0311214 | Time: 4242.59 ms
[2022-04-11 06:42:47 main:574] : INFO : Epoch 1983 | loss: 0.0310626 | val_loss: 0.0311196 | Time: 4198.52 ms
[2022-04-11 06:42:51 main:574] : INFO : Epoch 1984 | loss: 0.0310701 | val_loss: 0.0311228 | Time: 4209.99 ms
[2022-04-11 06:42:56 main:574] : INFO : Epoch 1985 | loss: 0.0310725 | val_loss: 0.0311267 | Time: 4225.11 ms
[2022-04-11 06:43:00 main:574] : INFO : Epoch 1986 | loss: 0.0310672 | val_loss: 0.0311192 | Time: 4295.35 ms
[2022-04-11 06:43:04 main:574] : INFO : Epoch 1987 | loss: 0.0310696 | val_loss: 0.0311218 | Time: 4212.68 ms
[2022-04-11 06:43:08 main:574] : INFO : Epoch 1988 | loss: 0.0310642 | val_loss: 0.031123 | Time: 4184.41 ms
[2022-04-11 06:43:12 main:574] : INFO : Epoch 1989 | loss: 0.0310609 | val_loss: 0.0311284 | Time: 4208.44 ms
[2022-04-11 06:43:17 main:574] : INFO : Epoch 1990 | loss: 0.03106 | val_loss: 0.0311308 | Time: 4178.06 ms
[2022-04-11 06:43:21 main:574] : INFO : Epoch 1991 | loss: 0.0310583 | val_loss: 0.0311246 | Time: 4261.41 ms
[2022-04-11 06:43:25 main:574] : INFO : Epoch 1992 | loss: 0.0310569 | val_loss: 0.0311213 | Time: 4219.39 ms
[2022-04-11 06:43:29 main:574] : INFO : Epoch 1993 | loss: 0.0310579 | val_loss: 0.0311227 | Time: 4178.78 ms
[2022-04-11 06:43:34 main:574] : INFO : Epoch 1994 | loss: 0.0310624 | val_loss: 0.0311294 | Time: 4240.53 ms
[2022-04-11 06:43:38 main:574] : INFO : Epoch 1995 | loss: 0.0310601 | val_loss: 0.0311207 | Time: 4201.06 ms
[2022-04-11 06:43:42 main:574] : INFO : Epoch 1996 | loss: 0.0310556 | val_loss: 0.031127 | Time: 4189.85 ms
[2022-04-11 06:43:46 main:574] : INFO : Epoch 1997 | loss: 0.0310618 | val_loss: 0.0311225 | Time: 4214.33 ms
[2022-04-11 06:43:50 main:574] : INFO : Epoch 1998 | loss: 0.0310596 | val_loss: 0.0311165 | Time: 4219.54 ms
[2022-04-11 06:43:55 main:574] : INFO : Epoch 1999 | loss: 0.0310603 | val_loss: 0.0311308 | Time: 4202.25 ms
[2022-04-11 06:43:59 main:574] : INFO : Epoch 2000 | loss: 0.0310595 | val_loss: 0.0311255 | Time: 4233.49 ms
[2022-04-11 06:44:03 main:574] : INFO : Epoch 2001 | loss: 0.0310605 | val_loss: 0.0311185 | Time: 4206.23 ms
[2022-04-11 06:44:07 main:574] : INFO : Epoch 2002 | loss: 0.0310568 | val_loss: 0.0311242 | Time: 4227.16 ms
[2022-04-11 06:44:11 main:574] : INFO : Epoch 2003 | loss: 0.0310565 | val_loss: 0.0311224 | Time: 4180.71 ms
[2022-04-11 06:44:16 main:574] : INFO : Epoch 2004 | loss: 0.0310595 | val_loss: 0.0311234 | Time: 4196.95 ms
[2022-04-11 06:44:20 main:574] : INFO : Epoch 2005 | loss: 0.0310631 | val_loss: 0.0311194 | Time: 4201.77 ms
[2022-04-11 06:44:24 main:574] : INFO : Epoch 2006 | loss: 0.0310582 | val_loss: 0.0311228 | Time: 4289.19 ms
[2022-04-11 06:44:28 main:574] : INFO : Epoch 2007 | loss: 0.0310581 | val_loss: 0.0311245 | Time: 4245.77 ms
[2022-04-11 06:44:33 main:574] : INFO : Epoch 2008 | loss: 0.0310571 | val_loss: 0.0311203 | Time: 4251.07 ms
[2022-04-11 06:44:37 main:574] : INFO : Epoch 2009 | loss: 0.0310565 | val_loss: 0.0311218 | Time: 4224.39 ms
[2022-04-11 06:44:41 main:574] : INFO : Epoch 2010 | loss: 0.0310588 | val_loss: 0.0311279 | Time: 4276.52 ms
[2022-04-11 06:44:45 main:574] : INFO : Epoch 2011 | loss: 0.0310607 | val_loss: 0.0311246 | Time: 4240.97 ms
[2022-04-11 06:44:50 main:574] : INFO : Epoch 2012 | loss: 0.0310585 | val_loss: 0.0311363 | Time: 4187.26 ms
[2022-04-11 06:44:54 main:574] : INFO : Epoch 2013 | loss: 0.03107 | val_loss: 0.0311326 | Time: 4241.3 ms
[2022-04-11 06:44:59 main:574] : INFO : Epoch 2014 | loss: 0.0310599 | val_loss: 0.0311227 | Time: 4679.86 ms
[2022-04-11 06:45:03 main:574] : INFO : Epoch 2015 | loss: 0.0310642 | val_loss: 0.0311372 | Time: 4375.81 ms
[2022-04-11 06:45:07 main:574] : INFO : Epoch 2016 | loss: 0.0310675 | val_loss: 0.0311304 | Time: 4268.65 ms
[2022-04-11 06:45:11 main:574] : INFO : Epoch 2017 | loss: 0.0310709 | val_loss: 0.0311306 | Time: 4246.34 ms
[2022-04-11 06:45:16 main:574] : INFO : Epoch 2018 | loss: 0.0310642 | val_loss: 0.0311277 | Time: 4217.63 ms
[2022-04-11 06:45:20 main:574] : INFO : Epoch 2019 | loss: 0.0310625 | val_loss: 0.0311259 | Time: 4358.83 ms
[2022-04-11 06:45:24 main:574] : INFO : Epoch 2020 | loss: 0.0310659 | val_loss: 0.0311259 | Time: 4215.16 ms
[2022-04-11 06:45:29 main:574] : INFO : Epoch 2021 | loss: 0.0310727 | val_loss: 0.0311227 | Time: 4251.23 ms
[2022-04-11 06:45:33 main:574] : INFO : Epoch 2022 | loss: 0.0310633 | val_loss: 0.0311208 | Time: 4171.55 ms
[2022-04-11 06:45:37 main:574] : INFO : Epoch 2023 | loss: 0.031063 | val_loss: 0.0311288 | Time: 4275.61 ms
[2022-04-11 06:45:41 main:574] : INFO : Epoch 2024 | loss: 0.0310594 | val_loss: 0.0311306 | Time: 4202.21 ms
[2022-04-11 06:45:45 main:574] : INFO : Epoch 2025 | loss: 0.0310614 | val_loss: 0.0311285 | Time: 4208.34 ms
[2022-04-11 06:45:50 main:574] : INFO : Epoch 2026 | loss: 0.0310617 | val_loss: 0.0311247 | Time: 4246.2 ms
[2022-04-11 06:45:54 main:574] : INFO : Epoch 2027 | loss: 0.031058 | val_loss: 0.0311257 | Time: 4201.86 ms
[2022-04-11 06:45:58 main:574] : INFO : Epoch 2028 | loss: 0.0310577 | val_loss: 0.0311293 | Time: 4212 ms
[2022-04-11 06:46:02 main:574] : INFO : Epoch 2029 | loss: 0.0310572 | val_loss: 0.0311241 | Time: 4292.6 ms
[2022-04-11 06:46:07 main:574] : INFO : Epoch 2030 | loss: 0.0310542 | val_loss: 0.0311262 | Time: 4164.4 ms
[2022-04-11 06:46:11 main:574] : INFO : Epoch 2031 | loss: 0.0310531 | val_loss: 0.031121 | Time: 4269.67 ms
[2022-04-11 06:46:15 main:574] : INFO : Epoch 2032 | loss: 0.0310539 | val_loss: 0.0311221 | Time: 4285.22 ms
[2022-04-11 06:46:19 main:574] : INFO : Epoch 2033 | loss: 0.0310553 | val_loss: 0.0311245 | Time: 4237.69 ms
[2022-04-11 06:46:24 main:574] : INFO : Epoch 2034 | loss: 0.0310569 | val_loss: 0.0311229 | Time: 4214.31 ms
[2022-04-11 06:46:28 main:574] : INFO : Epoch 2035 | loss: 0.0310542 | val_loss: 0.0311292 | Time: 4221.64 ms
[2022-04-11 06:46:32 main:574] : INFO : Epoch 2036 | loss: 0.0310523 | val_loss: 0.0311187 | Time: 4249.88 ms
[2022-04-11 06:46:36 main:574] : INFO : Epoch 2037 | loss: 0.0310564 | val_loss: 0.0311204 | Time: 4224.23 ms
[2022-04-11 06:46:41 main:574] : INFO : Epoch 2038 | loss: 0.0310549 | val_loss: 0.0311247 | Time: 4243.31 ms
[2022-04-11 06:46:45 main:574] : INFO : Epoch 2039 | loss: 0.0310548 | val_loss: 0.0311223 | Time: 4218.04 ms
[2022-04-11 06:46:49 main:574] : INFO : Epoch 2040 | loss: 0.0310597 | val_loss: 0.0311251 | Time: 4230.54 ms
[2022-04-11 06:46:53 main:574] : INFO : Epoch 2041 | loss: 0.0310856 | val_loss: 0.0311276 | Time: 4246.29 ms
[2022-04-11 06:46:57 main:574] : INFO : Epoch 2042 | loss: 0.0311282 | val_loss: 0.0311492 | Time: 4237.08 ms
[2022-04-11 06:47:02 main:574] : INFO : Epoch 2043 | loss: 0.0311426 | val_loss: 0.0311511 | Time: 4225.11 ms
[2022-04-11 06:47:06 main:574] : INFO : Epoch 2044 | loss: 0.0311319 | val_loss: 0.0311373 | Time: 4256.97 ms
[2022-04-11 06:47:10 main:574] : INFO : Epoch 2045 | loss: 0.0311158 | val_loss: 0.0311332 | Time: 4223.05 ms
[2022-04-11 06:47:14 main:574] : INFO : Epoch 2046 | loss: 0.0311079 | val_loss: 0.0311274 | Time: 4234.53 ms
[2022-04-11 06:47:19 main:574] : INFO : Epoch 2047 | loss: 0.0311091 | val_loss: 0.0311231 | Time: 4256.83 ms
[2022-04-11 06:47:23 main:574] : INFO : Epoch 2048 | loss: 0.0311026 | val_loss: 0.0311209 | Time: 4196.84 ms
[2022-04-11 06:47:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311209
[2022-04-11 06:47:23 main:603] : INFO : Saving end state to config to file
[2022-04-11 06:47:23 main:608] : INFO : Success, exiting..
06:47:23 (17284): 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)