Task 6622647
| Name | ParityMachine-1627977829-13199-2_0 |
| Workunit | 4375683 |
| Created | 14 Aug 2021, 11:57:47 UTC |
| Sent | 20 Aug 2021, 2:30:05 UTC |
| Report deadline | 27 Aug 2021, 2:30:05 UTC |
| Received | 20 Aug 2021, 14:01:03 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 18 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: 0.0311028 | val_loss: 0.0311376 | Time: 4226.27 ms [2021-08-20 15:25:44 main:574] : INFO : Epoch 1543 | loss: 0.0311016 | val_loss: 0.0311362 | Time: 4223.08 ms [2021-08-20 15:25:48 main:574] : INFO : Epoch 1544 | loss: 0.0310976 | val_loss: 0.0311406 | Time: 4087.06 ms [2021-08-20 15:25:52 main:574] : INFO : Epoch 1545 | loss: 0.0311014 | val_loss: 0.0311322 | Time: 4078.8 ms [2021-08-20 15:25:56 main:574] : INFO : Epoch 1546 | loss: 0.0311025 | val_loss: 0.031138 | Time: 4112.51 ms [2021-08-20 15:26:01 main:574] : INFO : Epoch 1547 | loss: 0.0311035 | val_loss: 0.0311381 | Time: 4468.27 ms [2021-08-20 15:26:05 main:574] : INFO : Epoch 1548 | loss: 0.0311066 | val_loss: 0.0311405 | Time: 4310.8 ms [2021-08-20 15:26:09 main:574] : INFO : Epoch 1549 | loss: 0.0311031 | val_loss: 0.031135 | Time: 4232.43 ms [2021-08-20 15:26:14 main:574] : INFO : Epoch 1550 | loss: 0.0311004 | val_loss: 0.0311373 | Time: 4270.89 ms [2021-08-20 15:26:18 main:574] : INFO : Epoch 1551 | loss: 0.0310982 | val_loss: 0.0311368 | Time: 4168.15 ms [2021-08-20 15:26:22 main:574] : INFO : Epoch 1552 | loss: 0.0310964 | val_loss: 0.0311366 | Time: 4102.2 ms [2021-08-20 15:26:26 main:574] : INFO : Epoch 1553 | loss: 0.0310958 | val_loss: 0.0311387 | Time: 4092.98 ms [2021-08-20 15:26:30 main:574] : INFO : Epoch 1554 | loss: 0.0310962 | val_loss: 0.0311399 | Time: 4109.97 ms [2021-08-20 15:26:34 main:574] : INFO : Epoch 1555 | loss: 0.0310949 | val_loss: 0.0311453 | Time: 4172.66 ms [2021-08-20 15:26:39 main:574] : INFO : Epoch 1556 | loss: 0.0310959 | val_loss: 0.031138 | Time: 4148.68 ms [2021-08-20 15:26:43 main:574] : INFO : Epoch 1557 | loss: 0.0310951 | val_loss: 0.0311336 | Time: 4191.62 ms [2021-08-20 15:26:47 main:574] : INFO : Epoch 1558 | loss: 0.0310996 | val_loss: 0.0311373 | Time: 4100.76 ms [2021-08-20 15:26:51 main:574] : INFO : Epoch 1559 | loss: 0.031099 | val_loss: 0.0311358 | Time: 4093.03 ms [2021-08-20 15:26:55 main:574] : INFO : Epoch 1560 | loss: 0.0310983 | val_loss: 0.0311419 | Time: 4186.53 ms [2021-08-20 15:26:59 main:574] : INFO : Epoch 1561 | loss: 0.0311114 | val_loss: 0.0311399 | Time: 4116.86 ms [2021-08-20 15:27:03 main:574] : INFO : Epoch 1562 | loss: 0.0311081 | val_loss: 0.0311433 | Time: 4164.53 ms [2021-08-20 15:27:08 main:574] : INFO : Epoch 1563 | loss: 0.0311065 | val_loss: 0.0311367 | Time: 4139.29 ms [2021-08-20 15:27:12 main:574] : INFO : Epoch 1564 | loss: 0.031102 | val_loss: 0.0311394 | Time: 4159.5 ms [2021-08-20 15:27:16 main:574] : INFO : Epoch 1565 | loss: 0.0310999 | val_loss: 0.0311401 | Time: 4068.41 ms [2021-08-20 15:27:20 main:574] : INFO : Epoch 1566 | loss: 0.0310973 | val_loss: 0.0311389 | Time: 4209.16 ms [2021-08-20 15:27:24 main:574] : INFO : Epoch 1567 | loss: 0.0310949 | val_loss: 0.031137 | Time: 4189.35 ms [2021-08-20 15:27:29 main:574] : INFO : Epoch 1568 | loss: 0.0310953 | val_loss: 0.0311351 | Time: 4248.77 ms [2021-08-20 15:27:33 main:574] : INFO : Epoch 1569 | loss: 0.0310954 | val_loss: 0.0311395 | Time: 4153.04 ms [2021-08-20 15:27:37 main:574] : INFO : Epoch 1570 | loss: 0.0310943 | val_loss: 0.0311385 | Time: 4165.28 ms [2021-08-20 15:27:41 main:574] : INFO : Epoch 1571 | loss: 0.0310977 | val_loss: 0.0311414 | Time: 4196.21 ms [2021-08-20 15:27:45 main:574] : INFO : Epoch 1572 | loss: 0.031109 | val_loss: 0.0311396 | Time: 4106.52 ms [2021-08-20 15:27:50 main:574] : INFO : Epoch 1573 | loss: 0.031104 | val_loss: 0.03114 | Time: 4205.46 ms [2021-08-20 15:27:54 main:574] : INFO : Epoch 1574 | loss: 0.0311031 | val_loss: 0.031134 | Time: 4599.97 ms [2021-08-20 15:27:58 main:574] : INFO : Epoch 1575 | loss: 0.0311034 | val_loss: 0.0311397 | Time: 4105.08 ms [2021-08-20 15:28:03 main:574] : INFO : Epoch 1576 | loss: 0.0311003 | val_loss: 0.0311337 | Time: 4228.55 ms [2021-08-20 15:28:07 main:574] : INFO : Epoch 1577 | loss: 0.0310988 | val_loss: 0.0311322 | Time: 4019.38 ms [2021-08-20 15:28:11 main:574] : INFO : Epoch 1578 | loss: 0.031099 | val_loss: 0.031135 | Time: 4204.46 ms [2021-08-20 15:28:15 main:574] : INFO : Epoch 1579 | loss: 0.0310965 | val_loss: 0.0311334 | Time: 4157.42 ms [2021-08-20 15:28:19 main:574] : INFO : Epoch 1580 | loss: 0.0310953 | val_loss: 0.0311336 | Time: 4159.62 ms [2021-08-20 15:28:23 main:574] : INFO : Epoch 1581 | loss: 0.0310986 | val_loss: 0.0311321 | Time: 4019.79 ms [2021-08-20 15:28:27 main:574] : INFO : Epoch 1582 | loss: 0.0311072 | val_loss: 0.0311352 | Time: 4128.52 ms [2021-08-20 15:28:32 main:574] : INFO : Epoch 1583 | loss: 0.0311005 | val_loss: 0.0311324 | Time: 4239.7 ms [2021-08-20 15:28:36 main:574] : INFO : Epoch 1584 | loss: 0.0311055 | val_loss: 0.0311372 | Time: 4256.35 ms [2021-08-20 15:28:40 main:574] : INFO : Epoch 1585 | loss: 0.0311089 | val_loss: 0.0311345 | Time: 4114.41 ms [2021-08-20 15:28:44 main:574] : INFO : Epoch 1586 | loss: 0.0311053 | val_loss: 0.0311359 | Time: 4089.79 ms [2021-08-20 15:28:48 main:574] : INFO : Epoch 1587 | loss: 0.0311023 | val_loss: 0.0311385 | Time: 4188.65 ms [2021-08-20 15:28:52 main:574] : INFO : Epoch 1588 | loss: 0.0311019 | val_loss: 0.0311368 | Time: 4209.07 ms [2021-08-20 15:28:57 main:574] : INFO : Epoch 1589 | loss: 0.0310997 | val_loss: 0.0311358 | Time: 4105.81 ms [2021-08-20 15:29:01 main:574] : INFO : Epoch 1590 | loss: 0.0311011 | val_loss: 0.0311325 | Time: 4103.02 ms [2021-08-20 15:29:05 main:574] : INFO : Epoch 1591 | loss: 0.0311032 | val_loss: 0.0311365 | Time: 4228.38 ms [2021-08-20 15:29:09 main:574] : INFO : Epoch 1592 | loss: 0.0310992 | val_loss: 0.0311396 | Time: 4102.79 ms [2021-08-20 15:29:13 main:574] : INFO : Epoch 1593 | loss: 0.0310987 | val_loss: 0.0311345 | Time: 4152.18 ms [2021-08-20 15:29:17 main:574] : INFO : Epoch 1594 | loss: 0.0310966 | val_loss: 0.0311388 | Time: 4146.56 ms [2021-08-20 15:29:22 main:574] : INFO : Epoch 1595 | loss: 0.0310969 | val_loss: 0.0311324 | Time: 4099.64 ms [2021-08-20 15:29:26 main:574] : INFO : Epoch 1596 | loss: 0.0310982 | val_loss: 0.0311332 | Time: 4129.26 ms [2021-08-20 15:29:30 main:574] : INFO : Epoch 1597 | loss: 0.0310957 | val_loss: 0.0311347 | Time: 4138.7 ms [2021-08-20 15:29:34 main:574] : INFO : Epoch 1598 | loss: 0.0310947 | val_loss: 0.0311365 | Time: 4109.08 ms [2021-08-20 15:29:38 main:574] : INFO : Epoch 1599 | loss: 0.0310967 | val_loss: 0.0311343 | Time: 4136.46 ms [2021-08-20 15:29:42 main:574] : INFO : Epoch 1600 | loss: 0.0310971 | val_loss: 0.0311335 | Time: 4207.71 ms [2021-08-20 15:29:47 main:574] : INFO : Epoch 1601 | loss: 0.0310963 | val_loss: 0.0311348 | Time: 4155.43 ms [2021-08-20 15:29:51 main:574] : INFO : Epoch 1602 | loss: 0.0310953 | val_loss: 0.0311332 | Time: 4107.12 ms [2021-08-20 15:29:55 main:574] : INFO : Epoch 1603 | loss: 0.0310938 | val_loss: 0.0311429 | Time: 4077.32 ms [2021-08-20 15:29:59 main:574] : INFO : Epoch 1604 | loss: 0.0310945 | val_loss: 0.0311373 | Time: 4217.33 ms [2021-08-20 15:30:03 main:574] : INFO : Epoch 1605 | loss: 0.0310933 | val_loss: 0.0311367 | Time: 4151.69 ms [2021-08-20 15:30:07 main:574] : INFO : Epoch 1606 | loss: 0.0310913 | val_loss: 0.0311302 | Time: 4117.81 ms [2021-08-20 15:30:12 main:574] : INFO : Epoch 1607 | loss: 0.0310927 | val_loss: 0.0311377 | Time: 4180.34 ms [2021-08-20 15:30:16 main:574] : INFO : Epoch 1608 | loss: 0.0310925 | val_loss: 0.0311364 | Time: 4130.7 ms [2021-08-20 15:30:20 main:574] : INFO : Epoch 1609 | loss: 0.0310926 | val_loss: 0.0311323 | Time: 4192.73 ms [2021-08-20 15:30:24 main:574] : INFO : Epoch 1610 | loss: 0.0311019 | val_loss: 0.0311411 | Time: 4170.24 ms [2021-08-20 15:30:28 main:574] : INFO : Epoch 1611 | loss: 0.0311042 | val_loss: 0.0311376 | Time: 4133.1 ms [2021-08-20 15:30:32 main:574] : INFO : Epoch 1612 | loss: 0.031112 | val_loss: 0.0311326 | Time: 4149.69 ms [2021-08-20 15:30:37 main:574] : INFO : Epoch 1613 | loss: 0.0311075 | val_loss: 0.0311355 | Time: 4111.69 ms [2021-08-20 15:30:41 main:574] : INFO : Epoch 1614 | loss: 0.0311027 | val_loss: 0.0311361 | Time: 4134.6 ms [2021-08-20 15:30:45 main:574] : INFO : Epoch 1615 | loss: 0.0310993 | val_loss: 0.0311327 | Time: 4114.41 ms [2021-08-20 15:30:49 main:574] : INFO : Epoch 1616 | loss: 0.0310986 | val_loss: 0.0311333 | Time: 4415.54 ms [2021-08-20 15:30:54 main:574] : INFO : Epoch 1617 | loss: 0.0310974 | val_loss: 0.0311404 | Time: 4311.39 ms [2021-08-20 15:30:58 main:574] : INFO : Epoch 1618 | loss: 0.0310954 | val_loss: 0.0311309 | Time: 4137.43 ms [2021-08-20 15:31:02 main:574] : INFO : Epoch 1619 | loss: 0.0310956 | val_loss: 0.0311323 | Time: 4193.77 ms [2021-08-20 15:31:06 main:574] : INFO : Epoch 1620 | loss: 0.0310952 | val_loss: 0.0311342 | Time: 4108.68 ms [2021-08-20 15:31:10 main:574] : INFO : Epoch 1621 | loss: 0.0310929 | val_loss: 0.0311337 | Time: 4126.14 ms [2021-08-20 15:31:15 main:574] : INFO : Epoch 1622 | loss: 0.0310931 | val_loss: 0.0311388 | Time: 4230.76 ms [2021-08-20 15:31:19 main:574] : INFO : Epoch 1623 | loss: 0.0310971 | val_loss: 0.0311306 | Time: 4261.36 ms [2021-08-20 15:31:23 main:574] : INFO : Epoch 1624 | loss: 0.0310985 | val_loss: 0.0311322 | Time: 4102.57 ms [2021-08-20 15:31:27 main:574] : INFO : Epoch 1625 | loss: 0.0310975 | val_loss: 0.0311415 | Time: 4136.62 ms [2021-08-20 15:31:31 main:574] : INFO : Epoch 1626 | loss: 0.0311 | val_loss: 0.0311411 | Time: 4131.83 ms [2021-08-20 15:31:35 main:574] : INFO : Epoch 1627 | loss: 0.0310986 | val_loss: 0.0311408 | Time: 4137.25 ms [2021-08-20 15:31:40 main:574] : INFO : Epoch 1628 | loss: 0.0310974 | val_loss: 0.0311434 | Time: 4125.98 ms [2021-08-20 15:31:44 main:574] : INFO : Epoch 1629 | loss: 0.0310969 | val_loss: 0.0311464 | Time: 4131.53 ms [2021-08-20 15:31:48 main:574] : INFO : Epoch 1630 | loss: 0.0310966 | val_loss: 0.0311391 | Time: 4147.7 ms [2021-08-20 15:31:52 main:574] : INFO : Epoch 1631 | loss: 0.0310957 | val_loss: 0.0311374 | Time: 4176.81 ms [2021-08-20 15:31:56 main:574] : INFO : Epoch 1632 | loss: 0.0310939 | val_loss: 0.0311394 | Time: 4287.18 ms [2021-08-20 15:32:01 main:574] : INFO : Epoch 1633 | loss: 0.031094 | val_loss: 0.0311395 | Time: 4145.31 ms [2021-08-20 15:32:05 main:574] : INFO : Epoch 1634 | loss: 0.0310922 | val_loss: 0.0311419 | Time: 4050.02 ms [2021-08-20 15:32:09 main:574] : INFO : Epoch 1635 | loss: 0.0310927 | val_loss: 0.0311373 | Time: 4131.02 ms [2021-08-20 15:32:13 main:574] : INFO : Epoch 1636 | loss: 0.0310938 | val_loss: 0.0311429 | Time: 4117.87 ms [2021-08-20 15:32:17 main:574] : INFO : Epoch 1637 | loss: 0.0310909 | val_loss: 0.0311443 | Time: 4162.79 ms [2021-08-20 15:32:21 main:574] : INFO : Epoch 1638 | loss: 0.0310903 | val_loss: 0.0311437 | Time: 4078.09 ms [2021-08-20 15:32:25 main:574] : INFO : Epoch 1639 | loss: 0.0310903 | val_loss: 0.0311441 | Time: 4194.8 ms [2021-08-20 15:32:30 main:574] : INFO : Epoch 1640 | loss: 0.031089 | val_loss: 0.0311447 | Time: 4153.88 ms [2021-08-20 15:32:34 main:574] : INFO : Epoch 1641 | loss: 0.0311099 | val_loss: 0.0311348 | Time: 4123.39 ms [2021-08-20 15:32:38 main:574] : INFO : Epoch 1642 | loss: 0.0311163 | val_loss: 0.0311404 | Time: 4133.15 ms [2021-08-20 15:32:42 main:574] : INFO : Epoch 1643 | loss: 0.0311084 | val_loss: 0.031136 | Time: 4210.14 ms [2021-08-20 15:32:46 main:574] : INFO : Epoch 1644 | loss: 0.0311051 | val_loss: 0.0311375 | Time: 4258.47 ms [2021-08-20 15:32:51 main:574] : INFO : Epoch 1645 | loss: 0.0310986 | val_loss: 0.0311419 | Time: 4101.64 ms [2021-08-20 15:32:55 main:574] : INFO : Epoch 1646 | loss: 0.0310967 | val_loss: 0.0311382 | Time: 4144.72 ms [2021-08-20 15:32:59 main:574] : INFO : Epoch 1647 | loss: 0.0310949 | val_loss: 0.0311394 | Time: 4041.04 ms [2021-08-20 15:33:03 main:574] : INFO : Epoch 1648 | loss: 0.0310948 | val_loss: 0.0311372 | Time: 4156.73 ms [2021-08-20 15:33:07 main:574] : INFO : Epoch 1649 | loss: 0.0310943 | val_loss: 0.0311376 | Time: 4134.82 ms [2021-08-20 15:33:11 main:574] : INFO : Epoch 1650 | loss: 0.0310938 | val_loss: 0.0311357 | Time: 4172.3 ms [2021-08-20 15:33:15 main:574] : INFO : Epoch 1651 | loss: 0.0310952 | val_loss: 0.0311404 | Time: 4076.14 ms [2021-08-20 15:33:20 main:574] : INFO : Epoch 1652 | loss: 0.031096 | val_loss: 0.0311351 | Time: 4142.81 ms [2021-08-20 15:33:24 main:574] : INFO : Epoch 1653 | loss: 0.0310996 | val_loss: 0.0311447 | Time: 4196.87 ms [2021-08-20 15:33:28 main:574] : INFO : Epoch 1654 | loss: 0.031099 | val_loss: 0.0311434 | Time: 4145.22 ms [2021-08-20 15:33:32 main:574] : INFO : Epoch 1655 | loss: 0.0311007 | val_loss: 0.0311374 | Time: 4097.86 ms [2021-08-20 15:33:36 main:574] : INFO : Epoch 1656 | loss: 0.0310986 | val_loss: 0.0311409 | Time: 4120.94 ms [2021-08-20 15:33:40 main:574] : INFO : Epoch 1657 | loss: 0.0310963 | val_loss: 0.0311385 | Time: 4164.67 ms [2021-08-20 15:33:45 main:574] : INFO : Epoch 1658 | loss: 0.0310953 | val_loss: 0.0311389 | Time: 4193.02 ms [2021-08-20 15:33:49 main:574] : INFO : Epoch 1659 | loss: 0.0310963 | val_loss: 0.031137 | Time: 4215.9 ms [2021-08-20 15:33:53 main:574] : INFO : Epoch 1660 | loss: 0.031094 | val_loss: 0.0311375 | Time: 4291.96 ms [2021-08-20 15:33:57 main:574] : INFO : Epoch 1661 | loss: 0.031094 | val_loss: 0.0311371 | Time: 4085.3 ms [2021-08-20 15:34:01 main:574] : INFO : Epoch 1662 | loss: 0.0310929 | val_loss: 0.0311376 | Time: 4171.1 ms [2021-08-20 15:34:06 main:574] : INFO : Epoch 1663 | loss: 0.0310958 | val_loss: 0.0311362 | Time: 4120.95 ms [2021-08-20 15:34:10 main:574] : INFO : Epoch 1664 | loss: 0.0310938 | val_loss: 0.0311356 | Time: 4173.16 ms [2021-08-20 15:34:14 main:574] : INFO : Epoch 1665 | loss: 0.0310918 | val_loss: 0.0311334 | Time: 4096.72 ms [2021-08-20 15:34:18 main:574] : INFO : Epoch 1666 | loss: 0.0310907 | val_loss: 0.0311354 | Time: 4216.32 ms [2021-08-20 15:34:22 main:574] : INFO : Epoch 1667 | loss: 0.031091 | val_loss: 0.0311348 | Time: 4153.11 ms [2021-08-20 15:34:26 main:574] : INFO : Epoch 1668 | loss: 0.0310951 | val_loss: 0.0311359 | Time: 4089 ms [2021-08-20 15:34:30 main:574] : INFO : Epoch 1669 | loss: 0.0310939 | val_loss: 0.0311369 | Time: 3962.76 ms [2021-08-20 15:34:35 main:574] : INFO : Epoch 1670 | loss: 0.031092 | val_loss: 0.0311384 | Time: 4118.05 ms [2021-08-20 15:34:39 main:574] : INFO : Epoch 1671 | loss: 0.0310955 | val_loss: 0.0311375 | Time: 4201.13 ms [2021-08-20 15:34:43 main:574] : INFO : Epoch 1672 | loss: 0.0310959 | val_loss: 0.031133 | Time: 4072.67 ms [2021-08-20 15:34:47 main:574] : INFO : Epoch 1673 | loss: 0.0310959 | val_loss: 0.0311347 | Time: 4073.61 ms [2021-08-20 15:34:51 main:574] : INFO : Epoch 1674 | loss: 0.0310924 | val_loss: 0.0311341 | Time: 4130.82 ms [2021-08-20 15:34:55 main:574] : INFO : Epoch 1675 | loss: 0.0310924 | val_loss: 0.0311354 | Time: 4047.57 ms [2021-08-20 15:34:59 main:574] : INFO : Epoch 1676 | loss: 0.0310913 | val_loss: 0.0311343 | Time: 4117.28 ms [2021-08-20 15:35:04 main:574] : INFO : Epoch 1677 | loss: 0.0310888 | val_loss: 0.0311352 | Time: 4169.42 ms [2021-08-20 15:35:08 main:574] : INFO : Epoch 1678 | loss: 0.0310905 | val_loss: 0.0311406 | Time: 4124.88 ms [2021-08-20 15:35:12 main:574] : INFO : Epoch 1679 | loss: 0.0310939 | val_loss: 0.031137 | Time: 4168.58 ms [2021-08-20 15:35:16 main:574] : INFO : Epoch 1680 | loss: 0.0310926 | val_loss: 0.0311364 | Time: 4061.91 ms [2021-08-20 15:35:20 main:574] : INFO : Epoch 1681 | loss: 0.0310931 | val_loss: 0.031139 | Time: 3995.03 ms [2021-08-20 15:35:24 main:574] : INFO : Epoch 1682 | loss: 0.0310928 | val_loss: 0.0311324 | Time: 4039.06 ms [2021-08-20 15:35:28 main:574] : INFO : Epoch 1683 | loss: 0.0310899 | val_loss: 0.0311297 | Time: 4120.79 ms [2021-08-20 15:35:32 main:574] : INFO : Epoch 1684 | loss: 0.0310892 | val_loss: 0.0311351 | Time: 4087.86 ms [2021-08-20 15:35:37 main:574] : INFO : Epoch 1685 | loss: 0.031087 | val_loss: 0.031136 | Time: 4120.3 ms [2021-08-20 15:35:41 main:574] : INFO : Epoch 1686 | loss: 0.0310862 | val_loss: 0.0311428 | Time: 4083.08 ms [2021-08-20 15:35:45 main:574] : INFO : Epoch 1687 | loss: 0.0310866 | val_loss: 0.0311423 | Time: 4100.59 ms [2021-08-20 15:35:49 main:574] : INFO : Epoch 1688 | loss: 0.0310958 | val_loss: 0.0311298 | Time: 4139.23 ms [2021-08-20 15:35:53 main:574] : INFO : Epoch 1689 | loss: 0.0310999 | val_loss: 0.0311288 | Time: 4095.74 ms [2021-08-20 15:35:57 main:574] : INFO : Epoch 1690 | loss: 0.0310939 | val_loss: 0.0311269 | Time: 4144.73 ms [2021-08-20 15:36:01 main:574] : INFO : Epoch 1691 | loss: 0.0310933 | val_loss: 0.0311326 | Time: 4204.13 ms [2021-08-20 15:36:05 main:574] : INFO : Epoch 1692 | loss: 0.0310946 | val_loss: 0.0311355 | Time: 4016.58 ms [2021-08-20 15:36:10 main:574] : INFO : Epoch 1693 | loss: 0.0310903 | val_loss: 0.0311344 | Time: 4102.03 ms [2021-08-20 15:36:14 main:574] : INFO : Epoch 1694 | loss: 0.0310924 | val_loss: 0.0311356 | Time: 4197.66 ms [2021-08-20 15:36:18 main:574] : INFO : Epoch 1695 | loss: 0.0310929 | val_loss: 0.0311308 | Time: 4148.21 ms [2021-08-20 15:36:22 main:574] : INFO : Epoch 1696 | loss: 0.0310924 | val_loss: 0.0311351 | Time: 4187.58 ms [2021-08-20 15:36:26 main:574] : INFO : Epoch 1697 | loss: 0.03109 | val_loss: 0.0311393 | Time: 4046.15 ms [2021-08-20 15:36:30 main:574] : INFO : Epoch 1698 | loss: 0.0310975 | val_loss: 0.0311431 | Time: 4121.44 ms [2021-08-20 15:36:34 main:574] : INFO : Epoch 1699 | loss: 0.0311114 | val_loss: 0.0311425 | Time: 4124.02 ms [2021-08-20 15:36:39 main:574] : INFO : Epoch 1700 | loss: 0.0311067 | val_loss: 0.0311389 | Time: 3985.61 ms [2021-08-20 15:36:43 main:574] : INFO : Epoch 1701 | loss: 0.0311073 | val_loss: 0.0311414 | Time: 4086.78 ms [2021-08-20 15:36:47 main:574] : INFO : Epoch 1702 | loss: 0.0311115 | val_loss: 0.0311599 | Time: 4032.31 ms [2021-08-20 15:36:51 main:574] : INFO : Epoch 1703 | loss: 0.0311497 | val_loss: 0.0312501 | Time: 4054.39 ms [2021-08-20 15:36:55 main:574] : INFO : Epoch 1704 | loss: 0.0313032 | val_loss: 0.0313308 | Time: 4117.52 ms [2021-08-20 15:36:59 main:574] : INFO : Epoch 1705 | loss: 0.0320965 | val_loss: 0.0315439 | Time: 4159.96 ms [2021-08-20 15:37:03 main:574] : INFO : Epoch 1706 | loss: 0.031272 | val_loss: 0.0312153 | Time: 4131.1 ms [2021-08-20 15:37:07 main:574] : INFO : Epoch 1707 | loss: 0.031138 | val_loss: 0.0311474 | Time: 4084.32 ms [2021-08-20 15:37:11 main:574] : INFO : Epoch 1708 | loss: 0.0311112 | val_loss: 0.0311397 | Time: 4127.3 ms [2021-08-20 15:37:16 main:574] : INFO : Epoch 1709 | loss: 0.0311058 | val_loss: 0.0311375 | Time: 4114.49 ms [2021-08-20 15:37:20 main:574] : INFO : Epoch 1710 | loss: 0.0311002 | val_loss: 0.0311364 | Time: 4116.08 ms [2021-08-20 15:37:24 main:574] : INFO : Epoch 1711 | loss: 0.0310999 | val_loss: 0.0311321 | Time: 4092.89 ms [2021-08-20 15:37:28 main:574] : INFO : Epoch 1712 | loss: 0.0311014 | val_loss: 0.0311276 | Time: 4094.93 ms [2021-08-20 15:37:32 main:574] : INFO : Epoch 1713 | loss: 0.0310964 | val_loss: 0.0311347 | Time: 4096.78 ms [2021-08-20 15:37:36 main:574] : INFO : Epoch 1714 | loss: 0.031094 | val_loss: 0.0311368 | Time: 4180.22 ms [2021-08-20 15:37:41 main:574] : INFO : Epoch 1715 | loss: 0.0310931 | val_loss: 0.0311424 | Time: 4131.04 ms [2021-08-20 15:37:45 main:574] : INFO : Epoch 1716 | loss: 0.0310948 | val_loss: 0.0311343 | Time: 4062.59 ms [2021-08-20 15:37:49 main:574] : INFO : Epoch 1717 | loss: 0.0310926 | val_loss: 0.0311354 | Time: 4114.83 ms [2021-08-20 15:37:53 main:574] : INFO : Epoch 1718 | loss: 0.0310929 | val_loss: 0.0311316 | Time: 4078.71 ms [2021-08-20 15:37:57 main:574] : INFO : Epoch 1719 | loss: 0.0310919 | val_loss: 0.0311331 | Time: 4139.93 ms [2021-08-20 15:38:01 main:574] : INFO : Epoch 1720 | loss: 0.031091 | val_loss: 0.0311316 | Time: 4141.47 ms [2021-08-20 15:38:05 main:574] : INFO : Epoch 1721 | loss: 0.0310896 | val_loss: 0.0311408 | Time: 4032.74 ms [2021-08-20 15:38:09 main:574] : INFO : Epoch 1722 | loss: 0.0310899 | val_loss: 0.031135 | Time: 4192.74 ms [2021-08-20 15:38:13 main:574] : INFO : Epoch 1723 | loss: 0.0310898 | val_loss: 0.0311427 | Time: 4048.94 ms [2021-08-20 15:38:18 main:574] : INFO : Epoch 1724 | loss: 0.0310912 | val_loss: 0.0311349 | Time: 4057.36 ms [2021-08-20 15:38:22 main:574] : INFO : Epoch 1725 | loss: 0.0310894 | val_loss: 0.0311334 | Time: 4093.76 ms [2021-08-20 15:38:26 main:574] : INFO : Epoch 1726 | loss: 0.0310914 | val_loss: 0.0311431 | Time: 4142.53 ms [2021-08-20 15:38:30 main:574] : INFO : Epoch 1727 | loss: 0.0310961 | val_loss: 0.0311435 | Time: 4095.17 ms [2021-08-20 15:38:34 main:574] : INFO : Epoch 1728 | loss: 0.0310936 | val_loss: 0.0311326 | Time: 4126.65 ms [2021-08-20 15:38:38 main:574] : INFO : Epoch 1729 | loss: 0.0310897 | val_loss: 0.0311337 | Time: 4063.1 ms [2021-08-20 15:38:42 main:574] : INFO : Epoch 1730 | loss: 0.0310924 | val_loss: 0.0311406 | Time: 4132.76 ms [2021-08-20 15:38:47 main:574] : INFO : Epoch 1731 | loss: 0.0310894 | val_loss: 0.0311322 | Time: 4203.67 ms [2021-08-20 15:38:51 main:574] : INFO : Epoch 1732 | loss: 0.0310918 | val_loss: 0.0311336 | Time: 4090.37 ms [2021-08-20 15:38:55 main:574] : INFO : Epoch 1733 | loss: 0.0310925 | val_loss: 0.031146 | Time: 4068.89 ms [2021-08-20 15:38:59 main:574] : INFO : Epoch 1734 | loss: 0.0310995 | val_loss: 0.0311382 | Time: 4111.27 ms [2021-08-20 15:39:03 main:574] : INFO : Epoch 1735 | loss: 0.0311062 | val_loss: 0.0311394 | Time: 4146.5 ms [2021-08-20 15:39:07 main:574] : INFO : Epoch 1736 | loss: 0.0311038 | val_loss: 0.0311394 | Time: 4130.56 ms [2021-08-20 15:39:12 main:574] : INFO : Epoch 1737 | loss: 0.0311013 | val_loss: 0.0311409 | Time: 4236.55 ms [2021-08-20 15:39:16 main:574] : INFO : Epoch 1738 | loss: 0.0310975 | val_loss: 0.0311363 | Time: 4097.51 ms [2021-08-20 15:39:20 main:574] : INFO : Epoch 1739 | loss: 0.0310966 | val_loss: 0.0311334 | Time: 4311.23 ms [2021-08-20 15:39:24 main:574] : INFO : Epoch 1740 | loss: 0.0310981 | val_loss: 0.0311361 | Time: 4051.7 ms [2021-08-20 15:39:28 main:574] : INFO : Epoch 1741 | loss: 0.0311003 | val_loss: 0.0311367 | Time: 4130.52 ms [2021-08-20 15:39:32 main:574] : INFO : Epoch 1742 | loss: 0.0310946 | val_loss: 0.031134 | Time: 4062.94 ms [2021-08-20 15:39:36 main:574] : INFO : Epoch 1743 | loss: 0.0310939 | val_loss: 0.0311462 | Time: 4083.1 ms [2021-08-20 15:39:41 main:574] : INFO : Epoch 1744 | loss: 0.0311299 | val_loss: 0.0311462 | Time: 4236.9 ms [2021-08-20 15:39:45 main:574] : INFO : Epoch 1745 | loss: 0.0311319 | val_loss: 0.0311437 | Time: 4095.58 ms [2021-08-20 15:39:49 main:574] : INFO : Epoch 1746 | loss: 0.0311256 | val_loss: 0.0311428 | Time: 4086.31 ms [2021-08-20 15:39:53 main:574] : INFO : Epoch 1747 | loss: 0.0311236 | val_loss: 0.0311491 | Time: 4103.29 ms [2021-08-20 15:39:57 main:574] : INFO : Epoch 1748 | loss: 0.0311348 | val_loss: 0.0311482 | Time: 4114.24 ms [2021-08-20 15:40:01 main:574] : INFO : Epoch 1749 | loss: 0.0311285 | val_loss: 0.0311483 | Time: 4291.43 ms [2021-08-20 15:40:06 main:574] : INFO : Epoch 1750 | loss: 0.0311238 | val_loss: 0.0311455 | Time: 4188.5 ms [2021-08-20 15:40:10 main:574] : INFO : Epoch 1751 | loss: 0.0311173 | val_loss: 0.031142 | Time: 4041.12 ms [2021-08-20 15:40:14 main:574] : INFO : Epoch 1752 | loss: 0.0311127 | val_loss: 0.0311356 | Time: 4048.09 ms [2021-08-20 15:40:18 main:574] : INFO : Epoch 1753 | loss: 0.0311105 | val_loss: 0.0311379 | Time: 4031.23 ms [2021-08-20 15:40:22 main:574] : INFO : Epoch 1754 | loss: 0.0311106 | val_loss: 0.0311423 | Time: 4156.21 ms [2021-08-20 15:40:26 main:574] : INFO : Epoch 1755 | loss: 0.0311123 | val_loss: 0.0311417 | Time: 4096.99 ms [2021-08-20 15:40:30 main:574] : INFO : Epoch 1756 | loss: 0.0311103 | val_loss: 0.031135 | Time: 4168.78 ms [2021-08-20 15:40:35 main:574] : INFO : Epoch 1757 | loss: 0.0311109 | val_loss: 0.0311355 | Time: 4417.07 ms [2021-08-20 15:40:39 main:574] : INFO : Epoch 1758 | loss: 0.0311091 | val_loss: 0.0311368 | Time: 4039.95 ms [2021-08-20 15:40:43 main:574] : INFO : Epoch 1759 | loss: 0.0311084 | val_loss: 0.0311363 | Time: 4159.89 ms [2021-08-20 15:40:47 main:574] : INFO : Epoch 1760 | loss: 0.0311069 | val_loss: 0.0311337 | Time: 4045.09 ms [2021-08-20 15:40:51 main:574] : INFO : Epoch 1761 | loss: 0.0311099 | val_loss: 0.0311361 | Time: 4146.69 ms [2021-08-20 15:40:56 main:574] : INFO : Epoch 1762 | loss: 0.0311061 | val_loss: 0.0311321 | Time: 4207.17 ms [2021-08-20 15:41:00 main:574] : INFO : Epoch 1763 | loss: 0.0311076 | val_loss: 0.0311342 | Time: 4129.59 ms [2021-08-20 15:41:04 main:574] : INFO : Epoch 1764 | loss: 0.0311066 | val_loss: 0.0311378 | Time: 4122.33 ms [2021-08-20 15:41:08 main:574] : INFO : Epoch 1765 | loss: 0.0311068 | val_loss: 0.0311367 | Time: 4052.94 ms [2021-08-20 15:41:12 main:574] : INFO : Epoch 1766 | loss: 0.0311037 | val_loss: 0.0311344 | Time: 4091.6 ms [2021-08-20 15:41:16 main:574] : INFO : Epoch 1767 | loss: 0.0311053 | val_loss: 0.0311325 | Time: 4142.99 ms [2021-08-20 15:41:20 main:574] : INFO : Epoch 1768 | loss: 0.031107 | val_loss: 0.0311318 | Time: 4082.88 ms [2021-08-20 15:41:24 main:574] : INFO : Epoch 1769 | loss: 0.0311073 | val_loss: 0.0311375 | Time: 4144.17 ms [2021-08-20 15:41:29 main:574] : INFO : Epoch 1770 | loss: 0.0311126 | val_loss: 0.0311415 | Time: 4217.3 ms [2021-08-20 15:41:33 main:574] : INFO : Epoch 1771 | loss: 0.0311212 | val_loss: 0.0311371 | Time: 4049.54 ms [2021-08-20 15:41:37 main:574] : INFO : Epoch 1772 | loss: 0.0311226 | val_loss: 0.0311392 | Time: 4115.41 ms [2021-08-20 15:41:41 main:574] : INFO : Epoch 1773 | loss: 0.0311214 | val_loss: 0.0311383 | Time: 4023.11 ms [2021-08-20 15:41:45 main:574] : INFO : Epoch 1774 | loss: 0.0311181 | val_loss: 0.0311371 | Time: 4116.88 ms [2021-08-20 15:41:49 main:574] : INFO : Epoch 1775 | loss: 0.0311147 | val_loss: 0.0311381 | Time: 4148.74 ms [2021-08-20 15:41:54 main:574] : INFO : Epoch 1776 | loss: 0.0311138 | val_loss: 0.0311382 | Time: 4295.98 ms [2021-08-20 15:41:58 main:574] : INFO : Epoch 1777 | loss: 0.0311104 | val_loss: 0.031138 | Time: 4135.44 ms [2021-08-20 15:42:02 main:574] : INFO : Epoch 1778 | loss: 0.0311077 | val_loss: 0.0311383 | Time: 4508.87 ms [2021-08-20 15:42:06 main:574] : INFO : Epoch 1779 | loss: 0.0311073 | val_loss: 0.0311321 | Time: 4205 ms [2021-08-20 15:42:11 main:574] : INFO : Epoch 1780 | loss: 0.0311082 | val_loss: 0.031138 | Time: 4073.25 ms [2021-08-20 15:42:15 main:574] : INFO : Epoch 1781 | loss: 0.0311073 | val_loss: 0.0311344 | Time: 4072.49 ms [2021-08-20 15:42:19 main:574] : INFO : Epoch 1782 | loss: 0.03111 | val_loss: 0.0311367 | Time: 4046.54 ms [2021-08-20 15:42:23 main:574] : INFO : Epoch 1783 | loss: 0.0311116 | val_loss: 0.0311374 | Time: 4050.78 ms [2021-08-20 15:42:27 main:574] : INFO : Epoch 1784 | loss: 0.0311107 | val_loss: 0.0311395 | Time: 4139.15 ms [2021-08-20 15:42:31 main:574] : INFO : Epoch 1785 | loss: 0.0311123 | val_loss: 0.0311362 | Time: 4152.16 ms [2021-08-20 15:42:35 main:574] : INFO : Epoch 1786 | loss: 0.031109 | val_loss: 0.031137 | Time: 4073.72 ms [2021-08-20 15:42:39 main:574] : INFO : Epoch 1787 | loss: 0.0311064 | val_loss: 0.0311324 | Time: 4137.14 ms [2021-08-20 15:42:44 main:574] : INFO : Epoch 1788 | loss: 0.0311042 | val_loss: 0.0311329 | Time: 4217.31 ms [2021-08-20 15:42:48 main:574] : INFO : Epoch 1789 | loss: 0.0311031 | val_loss: 0.0311358 | Time: 4159.48 ms [2021-08-20 15:42:52 main:574] : INFO : Epoch 1790 | loss: 0.0311017 | val_loss: 0.0311306 | Time: 4383.95 ms [2021-08-20 15:42:56 main:574] : INFO : Epoch 1791 | loss: 0.031102 | val_loss: 0.0311312 | Time: 4109.14 ms [2021-08-20 15:43:00 main:574] : INFO : Epoch 1792 | loss: 0.0311021 | val_loss: 0.0311319 | Time: 4045.15 ms [2021-08-20 15:43:04 main:574] : INFO : Epoch 1793 | loss: 0.0311005 | val_loss: 0.0311332 | Time: 4161.76 ms [2021-08-20 15:43:09 main:574] : INFO : Epoch 1794 | loss: 0.0310998 | val_loss: 0.0311373 | Time: 4018.39 ms [2021-08-20 15:43:13 main:574] : INFO : Epoch 1795 | loss: 0.0311011 | val_loss: 0.0311383 | Time: 4052.65 ms [2021-08-20 15:43:17 main:574] : INFO : Epoch 1796 | loss: 0.0310991 | val_loss: 0.0311336 | Time: 4156.37 ms [2021-08-20 15:43:21 main:574] : INFO : Epoch 1797 | loss: 0.0310991 | val_loss: 0.0311377 | Time: 4189.12 ms [2021-08-20 15:43:25 main:574] : INFO : Epoch 1798 | loss: 0.0310983 | val_loss: 0.0311321 | Time: 4093.98 ms [2021-08-20 15:43:29 main:574] : INFO : Epoch 1799 | loss: 0.0310969 | val_loss: 0.0311355 | Time: 4120.08 ms [2021-08-20 15:43:33 main:574] : INFO : Epoch 1800 | loss: 0.0310963 | val_loss: 0.0311383 | Time: 4030.04 ms [2021-08-20 15:43:38 main:574] : INFO : Epoch 1801 | loss: 0.0310955 | val_loss: 0.031141 | Time: 4203.83 ms [2021-08-20 15:43:42 main:574] : INFO : Epoch 1802 | loss: 0.0310958 | val_loss: 0.0311404 | Time: 4111.71 ms [2021-08-20 15:43:46 main:574] : INFO : Epoch 1803 | loss: 0.0310968 | val_loss: 0.0311357 | Time: 4110.82 ms [2021-08-20 15:43:50 main:574] : INFO : Epoch 1804 | loss: 0.0310951 | val_loss: 0.0311399 | Time: 4070 ms [2021-08-20 15:43:54 main:574] : INFO : Epoch 1805 | loss: 0.0310947 | val_loss: 0.031139 | Time: 4161.99 ms [2021-08-20 15:43:58 main:574] : INFO : Epoch 1806 | loss: 0.0310949 | val_loss: 0.031136 | Time: 4155.31 ms [2021-08-20 15:44:02 main:574] : INFO : Epoch 1807 | loss: 0.0310935 | val_loss: 0.0311348 | Time: 4121.15 ms [2021-08-20 15:44:07 main:574] : INFO : Epoch 1808 | loss: 0.0310935 | val_loss: 0.0311343 | Time: 4206.04 ms [2021-08-20 15:44:11 main:574] : INFO : Epoch 1809 | loss: 0.0310979 | val_loss: 0.0311395 | Time: 4106.46 ms [2021-08-20 15:44:15 main:574] : INFO : Epoch 1810 | loss: 0.0310957 | val_loss: 0.0311434 | Time: 4125.95 ms [2021-08-20 15:44:19 main:574] : INFO : Epoch 1811 | loss: 0.031096 | val_loss: 0.0311375 | Time: 4117.13 ms [2021-08-20 15:44:23 main:574] : INFO : Epoch 1812 | loss: 0.0310948 | val_loss: 0.0311412 | Time: 4010.52 ms [2021-08-20 15:44:27 main:574] : INFO : Epoch 1813 | loss: 0.0310944 | val_loss: 0.0311366 | Time: 4090.24 ms [2021-08-20 15:44:31 main:574] : INFO : Epoch 1814 | loss: 0.0310933 | val_loss: 0.0311376 | Time: 4099.35 ms [2021-08-20 15:44:35 main:574] : INFO : Epoch 1815 | loss: 0.0310973 | val_loss: 0.0311396 | Time: 4105.59 ms [2021-08-20 15:44:39 main:574] : INFO : Epoch 1816 | loss: 0.0310977 | val_loss: 0.0311376 | Time: 4080.57 ms [2021-08-20 15:44:44 main:574] : INFO : Epoch 1817 | loss: 0.0310963 | val_loss: 0.0311346 | Time: 4145.34 ms [2021-08-20 15:44:48 main:574] : INFO : Epoch 1818 | loss: 0.0310956 | val_loss: 0.0311364 | Time: 4075.58 ms [2021-08-20 15:44:52 main:574] : INFO : Epoch 1819 | loss: 0.0310939 | val_loss: 0.0311358 | Time: 4003.72 ms [2021-08-20 15:44:56 main:574] : INFO : Epoch 1820 | loss: 0.0310925 | val_loss: 0.0311331 | Time: 4082.5 ms [2021-08-20 15:45:00 main:574] : INFO : Epoch 1821 | loss: 0.0310925 | val_loss: 0.031136 | Time: 4131.17 ms [2021-08-20 15:45:04 main:574] : INFO : Epoch 1822 | loss: 0.0310941 | val_loss: 0.031143 | Time: 4091.17 ms [2021-08-20 15:45:08 main:574] : INFO : Epoch 1823 | loss: 0.0310937 | val_loss: 0.0311413 | Time: 4131.97 ms [2021-08-20 15:45:12 main:574] : INFO : Epoch 1824 | loss: 0.031094 | val_loss: 0.0311387 | Time: 4088.46 ms [2021-08-20 15:45:17 main:574] : INFO : Epoch 1825 | loss: 0.0310984 | val_loss: 0.0311354 | Time: 4078.75 ms [2021-08-20 15:45:21 main:574] : INFO : Epoch 1826 | loss: 0.0310984 | val_loss: 0.0311333 | Time: 4145.97 ms [2021-08-20 15:45:25 main:574] : INFO : Epoch 1827 | loss: 0.031099 | val_loss: 0.0311352 | Time: 4025.95 ms [2021-08-20 15:45:29 main:574] : INFO : Epoch 1828 | loss: 0.0310998 | val_loss: 0.031138 | Time: 4093.57 ms [2021-08-20 15:45:33 main:574] : INFO : Epoch 1829 | loss: 0.0310995 | val_loss: 0.0311348 | Time: 4198.53 ms [2021-08-20 15:45:37 main:574] : INFO : Epoch 1830 | loss: 0.0310958 | val_loss: 0.031139 | Time: 4050.82 ms [2021-08-20 15:45:41 main:574] : INFO : Epoch 1831 | loss: 0.0310943 | val_loss: 0.0311384 | Time: 4161.62 ms [2021-08-20 15:45:45 main:574] : INFO : Epoch 1832 | loss: 0.0310919 | val_loss: 0.0311413 | Time: 4071.9 ms [2021-08-20 15:45:49 main:574] : INFO : Epoch 1833 | loss: 0.0310911 | val_loss: 0.031144 | Time: 4033.93 ms [2021-08-20 15:45:54 main:574] : INFO : Epoch 1834 | loss: 0.0310912 | val_loss: 0.031136 | Time: 4194.37 ms [2021-08-20 15:45:58 main:574] : INFO : Epoch 1835 | loss: 0.0310912 | val_loss: 0.0311346 | Time: 4091.18 ms [2021-08-20 15:46:02 main:574] : INFO : Epoch 1836 | loss: 0.0310914 | val_loss: 0.0311414 | Time: 4265.37 ms [2021-08-20 15:46:06 main:574] : INFO : Epoch 1837 | loss: 0.0310923 | val_loss: 0.0311393 | Time: 4109.89 ms [2021-08-20 15:46:10 main:574] : INFO : Epoch 1838 | loss: 0.0310942 | val_loss: 0.0311373 | Time: 4119.76 ms [2021-08-20 15:46:15 main:574] : INFO : Epoch 1839 | loss: 0.0310945 | val_loss: 0.0311407 | Time: 4127.75 ms [2021-08-20 15:46:19 main:574] : INFO : Epoch 1840 | loss: 0.0311072 | val_loss: 0.0311464 | Time: 4095.79 ms [2021-08-20 15:46:23 main:574] : INFO : Epoch 1841 | loss: 0.03111 | val_loss: 0.0311359 | Time: 4109.63 ms [2021-08-20 15:46:27 main:574] : INFO : Epoch 1842 | loss: 0.0311073 | val_loss: 0.0311398 | Time: 4152.81 ms [2021-08-20 15:46:31 main:574] : INFO : Epoch 1843 | loss: 0.0311142 | val_loss: 0.0311363 | Time: 4073.11 ms [2021-08-20 15:46:35 main:574] : INFO : Epoch 1844 | loss: 0.0311195 | val_loss: 0.0311385 | Time: 4039.15 ms [2021-08-20 15:46:39 main:574] : INFO : Epoch 1845 | loss: 0.0311135 | val_loss: 0.0311416 | Time: 4134.83 ms [2021-08-20 15:46:43 main:574] : INFO : Epoch 1846 | loss: 0.0311099 | val_loss: 0.0311408 | Time: 4160.72 ms [2021-08-20 15:46:48 main:574] : INFO : Epoch 1847 | loss: 0.0311076 | val_loss: 0.0311413 | Time: 4137.79 ms [2021-08-20 15:46:52 main:574] : INFO : Epoch 1848 | loss: 0.0311054 | val_loss: 0.0311367 | Time: 4105.43 ms [2021-08-20 15:46:56 main:574] : INFO : Epoch 1849 | loss: 0.0311038 | val_loss: 0.0311369 | Time: 4186.34 ms [2021-08-20 15:47:00 main:574] : INFO : Epoch 1850 | loss: 0.031104 | val_loss: 0.0311393 | Time: 4230.01 ms [2021-08-20 15:47:04 main:574] : INFO : Epoch 1851 | loss: 0.0311029 | val_loss: 0.0311388 | Time: 4065.56 ms [2021-08-20 15:47:08 main:574] : INFO : Epoch 1852 | loss: 0.0311037 | val_loss: 0.0311404 | Time: 4046.67 ms [2021-08-20 15:47:12 main:574] : INFO : Epoch 1853 | loss: 0.0311025 | val_loss: 0.0311414 | Time: 4108.8 ms [2021-08-20 15:47:17 main:574] : INFO : Epoch 1854 | loss: 0.0311052 | val_loss: 0.0311404 | Time: 4090.35 ms [2021-08-20 15:47:21 main:574] : INFO : Epoch 1855 | loss: 0.0311005 | val_loss: 0.0311425 | Time: 4123.41 ms [2021-08-20 15:47:25 main:574] : INFO : Epoch 1856 | loss: 0.0310991 | val_loss: 0.0311389 | Time: 4139.08 ms [2021-08-20 15:47:29 main:574] : INFO : Epoch 1857 | loss: 0.0310993 | val_loss: 0.0311415 | Time: 4133.6 ms [2021-08-20 15:47:33 main:574] : INFO : Epoch 1858 | loss: 0.0311 | val_loss: 0.0311401 | Time: 4106.17 ms [2021-08-20 15:47:37 main:574] : INFO : Epoch 1859 | loss: 0.0311013 | val_loss: 0.0311411 | Time: 4121.82 ms [2021-08-20 15:47:41 main:574] : INFO : Epoch 1860 | loss: 0.0311002 | val_loss: 0.0311375 | Time: 4077.55 ms [2021-08-20 15:47:46 main:574] : INFO : Epoch 1861 | loss: 0.0311014 | val_loss: 0.0311388 | Time: 4202.36 ms [2021-08-20 15:47:50 main:574] : INFO : Epoch 1862 | loss: 0.0311101 | val_loss: 0.0311397 | Time: 4167.09 ms [2021-08-20 15:47:54 main:574] : INFO : Epoch 1863 | loss: 0.0311099 | val_loss: 0.0311369 | Time: 4240.58 ms [2021-08-20 15:47:58 main:574] : INFO : Epoch 1864 | loss: 0.0311074 | val_loss: 0.0311349 | Time: 4144.31 ms [2021-08-20 15:48:02 main:574] : INFO : Epoch 1865 | loss: 0.0311059 | val_loss: 0.0311337 | Time: 4080 ms [2021-08-20 15:48:07 main:574] : INFO : Epoch 1866 | loss: 0.0311079 | val_loss: 0.0311356 | Time: 4177.19 ms [2021-08-20 15:48:11 main:574] : INFO : Epoch 1867 | loss: 0.0311017 | val_loss: 0.031134 | Time: 4125.65 ms [2021-08-20 15:48:15 main:574] : INFO : Epoch 1868 | loss: 0.0311284 | val_loss: 0.0311497 | Time: 4196.58 ms [2021-08-20 15:48:19 main:574] : INFO : Epoch 1869 | loss: 0.0311296 | val_loss: 0.0311384 | Time: 4042.06 ms [2021-08-20 15:48:23 main:574] : INFO : Epoch 1870 | loss: 0.0311206 | val_loss: 0.0311342 | Time: 4120.05 ms [2021-08-20 15:48:27 main:574] : INFO : Epoch 1871 | loss: 0.0311108 | val_loss: 0.0311391 | Time: 4111.95 ms [2021-08-20 15:48:31 main:574] : INFO : Epoch 1872 | loss: 0.0311069 | val_loss: 0.0311325 | Time: 4083.43 ms [2021-08-20 15:48:36 main:574] : INFO : Epoch 1873 | loss: 0.0311049 | val_loss: 0.0311321 | Time: 4104.34 ms [2021-08-20 15:48:40 main:574] : INFO : Epoch 1874 | loss: 0.0311013 | val_loss: 0.0311311 | Time: 4130.64 ms [2021-08-20 15:48:44 main:574] : INFO : Epoch 1875 | loss: 0.0311042 | val_loss: 0.0311395 | Time: 4101.26 ms [2021-08-20 15:48:48 main:574] : INFO : Epoch 1876 | loss: 0.0311112 | val_loss: 0.0311344 | Time: 4128.78 ms [2021-08-20 15:48:52 main:574] : INFO : Epoch 1877 | loss: 0.0311104 | val_loss: 0.0311368 | Time: 4110.15 ms [2021-08-20 15:48:56 main:574] : INFO : Epoch 1878 | loss: 0.0311088 | val_loss: 0.0311396 | Time: 4249.76 ms [2021-08-20 15:49:00 main:574] : INFO : Epoch 1879 | loss: 0.0311088 | val_loss: 0.0311332 | Time: 4145.1 ms [2021-08-20 15:49:05 main:574] : INFO : Epoch 1880 | loss: 0.0311024 | val_loss: 0.0311329 | Time: 4060.34 ms [2021-08-20 15:49:09 main:574] : INFO : Epoch 1881 | loss: 0.0311036 | val_loss: 0.0311365 | Time: 4166.42 ms [2021-08-20 15:49:13 main:574] : INFO : Epoch 1882 | loss: 0.0311026 | val_loss: 0.0311374 | Time: 4044.9 ms [2021-08-20 15:49:17 main:574] : INFO : Epoch 1883 | loss: 0.0311029 | val_loss: 0.0311334 | Time: 4197.42 ms [2021-08-20 15:49:21 main:574] : INFO : Epoch 1884 | loss: 0.0310996 | val_loss: 0.0311337 | Time: 4083.64 ms [2021-08-20 15:49:25 main:574] : INFO : Epoch 1885 | loss: 0.0310985 | val_loss: 0.0311308 | Time: 4009.04 ms [2021-08-20 15:49:29 main:574] : INFO : Epoch 1886 | loss: 0.0310969 | val_loss: 0.0311329 | Time: 4102.33 ms [2021-08-20 15:49:33 main:574] : INFO : Epoch 1887 | loss: 0.0310974 | val_loss: 0.0311386 | Time: 4095.23 ms [2021-08-20 15:49:38 main:574] : INFO : Epoch 1888 | loss: 0.0310963 | val_loss: 0.0311354 | Time: 4196.34 ms [2021-08-20 15:49:42 main:574] : INFO : Epoch 1889 | loss: 0.0310967 | val_loss: 0.031135 | Time: 4139.17 ms [2021-08-20 15:49:46 main:574] : INFO : Epoch 1890 | loss: 0.0310986 | val_loss: 0.0311307 | Time: 4050.11 ms [2021-08-20 15:49:50 main:574] : INFO : Epoch 1891 | loss: 0.0310979 | val_loss: 0.0311345 | Time: 4104.56 ms [2021-08-20 15:49:54 main:574] : INFO : Epoch 1892 | loss: 0.0310966 | val_loss: 0.0311329 | Time: 3999.49 ms [2021-08-20 15:49:58 main:574] : INFO : Epoch 1893 | loss: 0.0311085 | val_loss: 0.0311328 | Time: 4121.55 ms [2021-08-20 15:50:02 main:574] : INFO : Epoch 1894 | loss: 0.0311187 | val_loss: 0.0311335 | Time: 4098.49 ms [2021-08-20 15:50:06 main:574] : INFO : Epoch 1895 | loss: 0.0311116 | val_loss: 0.0311308 | Time: 4041.95 ms [2021-08-20 15:50:10 main:574] : INFO : Epoch 1896 | loss: 0.0311064 | val_loss: 0.0311312 | Time: 4119.17 ms [2021-08-20 15:50:15 main:574] : INFO : Epoch 1897 | loss: 0.0311063 | val_loss: 0.0311312 | Time: 4125.79 ms [2021-08-20 15:50:19 main:574] : INFO : Epoch 1898 | loss: 0.0311037 | val_loss: 0.0311356 | Time: 4076.83 ms [2021-08-20 15:50:23 main:574] : INFO : Epoch 1899 | loss: 0.0311037 | val_loss: 0.031129 | Time: 4032.94 ms [2021-08-20 15:50:27 main:574] : INFO : Epoch 1900 | loss: 0.0311004 | val_loss: 0.0311334 | Time: 4060.69 ms [2021-08-20 15:50:31 main:574] : INFO : Epoch 1901 | loss: 0.0311007 | val_loss: 0.0311346 | Time: 4174.06 ms [2021-08-20 15:50:35 main:574] : INFO : Epoch 1902 | loss: 0.0310985 | val_loss: 0.0311318 | Time: 4115.8 ms [2021-08-20 15:50:39 main:574] : INFO : Epoch 1903 | loss: 0.0310968 | val_loss: 0.0311347 | Time: 4184.9 ms [2021-08-20 15:50:44 main:574] : INFO : Epoch 1904 | loss: 0.0310961 | val_loss: 0.0311337 | Time: 4176.51 ms [2021-08-20 15:50:48 main:574] : INFO : Epoch 1905 | loss: 0.0311011 | val_loss: 0.0311338 | Time: 4057.74 ms [2021-08-20 15:50:52 main:574] : INFO : Epoch 1906 | loss: 0.0311028 | val_loss: 0.0311364 | Time: 4175.21 ms [2021-08-20 15:50:56 main:574] : INFO : Epoch 1907 | loss: 0.0311007 | val_loss: 0.0311311 | Time: 4218.99 ms [2021-08-20 15:51:00 main:574] : INFO : Epoch 1908 | loss: 0.0311009 | val_loss: 0.031141 | Time: 4086.7 ms [2021-08-20 15:51:04 main:574] : INFO : Epoch 1909 | loss: 0.0311008 | val_loss: 0.031136 | Time: 4086.98 ms [2021-08-20 15:51:08 main:574] : INFO : Epoch 1910 | loss: 0.0311016 | val_loss: 0.0311371 | Time: 4064.42 ms [2021-08-20 15:51:13 main:574] : INFO : Epoch 1911 | loss: 0.0311029 | val_loss: 0.0311325 | Time: 4188.19 ms [2021-08-20 15:51:17 main:574] : INFO : Epoch 1912 | loss: 0.0311037 | val_loss: 0.0311345 | Time: 4123.64 ms [2021-08-20 15:51:21 main:574] : INFO : Epoch 1913 | loss: 0.0311026 | val_loss: 0.0311362 | Time: 4058.61 ms [2021-08-20 15:51:25 main:574] : INFO : Epoch 1914 | loss: 0.031099 | val_loss: 0.0311375 | Time: 4058.31 ms [2021-08-20 15:51:29 main:574] : INFO : Epoch 1915 | loss: 0.031096 | val_loss: 0.0311339 | Time: 4211.47 ms [2021-08-20 15:51:33 main:574] : INFO : Epoch 1916 | loss: 0.0310973 | val_loss: 0.0311352 | Time: 4203.36 ms [2021-08-20 15:51:37 main:574] : INFO : Epoch 1917 | loss: 0.0310972 | val_loss: 0.0311345 | Time: 4050.48 ms [2021-08-20 15:51:42 main:574] : INFO : Epoch 1918 | loss: 0.0310973 | val_loss: 0.031136 | Time: 4073.77 ms [2021-08-20 15:51:46 main:574] : INFO : Epoch 1919 | loss: 0.031099 | val_loss: 0.0311304 | Time: 4222.68 ms [2021-08-20 15:51:50 main:574] : INFO : Epoch 1920 | loss: 0.0310982 | val_loss: 0.0311334 | Time: 4001.45 ms [2021-08-20 15:51:54 main:574] : INFO : Epoch 1921 | loss: 0.0310995 | val_loss: 0.0311534 | Time: 4150.42 ms [2021-08-20 15:51:58 main:574] : INFO : Epoch 1922 | loss: 0.0311027 | val_loss: 0.0311308 | Time: 4133.88 ms [2021-08-20 15:52:02 main:574] : INFO : Epoch 1923 | loss: 0.0310975 | val_loss: 0.0311386 | Time: 4221.65 ms [2021-08-20 15:52:06 main:574] : INFO : Epoch 1924 | loss: 0.0310956 | val_loss: 0.0311361 | Time: 4076.44 ms [2021-08-20 15:52:11 main:574] : INFO : Epoch 1925 | loss: 0.0310951 | val_loss: 0.0311377 | Time: 4121.87 ms [2021-08-20 15:52:15 main:574] : INFO : Epoch 1926 | loss: 0.0310972 | val_loss: 0.0311332 | Time: 4052.69 ms [2021-08-20 15:52:19 main:574] : INFO : Epoch 1927 | loss: 0.0310991 | val_loss: 0.0311358 | Time: 4117.34 ms [2021-08-20 15:52:23 main:574] : INFO : Epoch 1928 | loss: 0.0310968 | val_loss: 0.0311325 | Time: 4140.02 ms [2021-08-20 15:52:27 main:574] : INFO : Epoch 1929 | loss: 0.0310949 | val_loss: 0.0311387 | Time: 4070.57 ms [2021-08-20 15:52:31 main:574] : INFO : Epoch 1930 | loss: 0.0310956 | val_loss: 0.031133 | Time: 4089.57 ms [2021-08-20 15:52:35 main:574] : INFO : Epoch 1931 | loss: 0.0310965 | val_loss: 0.0311299 | Time: 4073.79 ms [2021-08-20 15:52:39 main:574] : INFO : Epoch 1932 | loss: 0.0310944 | val_loss: 0.0311357 | Time: 4052.4 ms [2021-08-20 15:52:43 main:574] : INFO : Epoch 1933 | loss: 0.0310974 | val_loss: 0.0311311 | Time: 4087.5 ms [2021-08-20 15:52:48 main:574] : INFO : Epoch 1934 | loss: 0.0310957 | val_loss: 0.0311296 | Time: 4147.03 ms [2021-08-20 15:52:52 main:574] : INFO : Epoch 1935 | loss: 0.0310921 | val_loss: 0.0311336 | Time: 4048.11 ms [2021-08-20 15:52:56 main:574] : INFO : Epoch 1936 | loss: 0.0310922 | val_loss: 0.0311339 | Time: 4124.37 ms [2021-08-20 15:53:00 main:574] : INFO : Epoch 1937 | loss: 0.0310945 | val_loss: 0.0311361 | Time: 4120.34 ms [2021-08-20 15:53:04 main:574] : INFO : Epoch 1938 | loss: 0.0311039 | val_loss: 0.0311363 | Time: 4180.09 ms [2021-08-20 15:53:08 main:574] : INFO : Epoch 1939 | loss: 0.031105 | val_loss: 0.0311316 | Time: 4132 ms [2021-08-20 15:53:12 main:574] : INFO : Epoch 1940 | loss: 0.0310981 | val_loss: 0.0311332 | Time: 4052.28 ms [2021-08-20 15:53:17 main:574] : INFO : Epoch 1941 | loss: 0.0311018 | val_loss: 0.0311422 | Time: 4177.15 ms [2021-08-20 15:53:21 main:574] : INFO : Epoch 1942 | loss: 0.031107 | val_loss: 0.0311359 | Time: 4159.56 ms [2021-08-20 15:53:25 main:574] : INFO : Epoch 1943 | loss: 0.0311038 | val_loss: 0.0311358 | Time: 4112.18 ms [2021-08-20 15:53:29 main:574] : INFO : Epoch 1944 | loss: 0.031101 | val_loss: 0.0311391 | Time: 4065.81 ms [2021-08-20 15:53:33 main:574] : INFO : Epoch 1945 | loss: 0.0311022 | val_loss: 0.0311445 | Time: 4194.98 ms [2021-08-20 15:53:37 main:574] : INFO : Epoch 1946 | loss: 0.0310977 | val_loss: 0.0311345 | Time: 4052.17 ms [2021-08-20 15:53:41 main:574] : INFO : Epoch 1947 | loss: 0.0310982 | val_loss: 0.0311351 | Time: 4051.05 ms [2021-08-20 15:53:46 main:574] : INFO : Epoch 1948 | loss: 0.0311014 | val_loss: 0.0311369 | Time: 4096.63 ms [2021-08-20 15:53:50 main:574] : INFO : Epoch 1949 | loss: 0.0311 | val_loss: 0.0311364 | Time: 4034.27 ms [2021-08-20 15:53:54 main:574] : INFO : Epoch 1950 | loss: 0.031101 | val_loss: 0.0311394 | Time: 4080.98 ms [2021-08-20 15:53:58 main:574] : INFO : Epoch 1951 | loss: 0.0310998 | val_loss: 0.0311366 | Time: 4202.02 ms [2021-08-20 15:54:02 main:574] : INFO : Epoch 1952 | loss: 0.0310982 | val_loss: 0.0311331 | Time: 4153.38 ms [2021-08-20 15:54:06 main:574] : INFO : Epoch 1953 | loss: 0.0310969 | val_loss: 0.0311375 | Time: 4108.67 ms [2021-08-20 15:54:10 main:574] : INFO : Epoch 1954 | loss: 0.0310984 | val_loss: 0.0311381 | Time: 4156.66 ms [2021-08-20 15:54:15 main:574] : INFO : Epoch 1955 | loss: 0.0310993 | val_loss: 0.0311318 | Time: 4049.71 ms [2021-08-20 15:54:19 main:574] : INFO : Epoch 1956 | loss: 0.0310974 | val_loss: 0.0311335 | Time: 4098.81 ms [2021-08-20 15:54:23 main:574] : INFO : Epoch 1957 | loss: 0.0310952 | val_loss: 0.031136 | Time: 4114.11 ms [2021-08-20 15:54:27 main:574] : INFO : Epoch 1958 | loss: 0.0310947 | val_loss: 0.0311343 | Time: 4172.08 ms [2021-08-20 15:54:31 main:574] : INFO : Epoch 1959 | loss: 0.0311026 | val_loss: 0.031135 | Time: 4095.51 ms [2021-08-20 15:54:35 main:574] : INFO : Epoch 1960 | loss: 0.0311078 | val_loss: 0.0311375 | Time: 4146.93 ms [2021-08-20 15:54:39 main:574] : INFO : Epoch 1961 | loss: 0.031105 | val_loss: 0.0311367 | Time: 4079.59 ms [2021-08-20 15:54:43 main:574] : INFO : Epoch 1962 | loss: 0.0311039 | val_loss: 0.0311359 | Time: 4083.27 ms [2021-08-20 15:54:48 main:574] : INFO : Epoch 1963 | loss: 0.0311022 | val_loss: 0.0311355 | Time: 4071.22 ms [2021-08-20 15:54:52 main:574] : INFO : Epoch 1964 | loss: 0.0311008 | val_loss: 0.0311348 | Time: 4147.69 ms [2021-08-20 15:54:56 main:574] : INFO : Epoch 1965 | loss: 0.0310983 | val_loss: 0.031132 | Time: 4232.64 ms [2021-08-20 15:55:00 main:574] : INFO : Epoch 1966 | loss: 0.0310996 | val_loss: 0.0311436 | Time: 4085.71 ms [2021-08-20 15:55:04 main:574] : INFO : Epoch 1967 | loss: 0.0310991 | val_loss: 0.0311332 | Time: 4052.08 ms [2021-08-20 15:55:08 main:574] : INFO : Epoch 1968 | loss: 0.0310977 | val_loss: 0.0311315 | Time: 4104.53 ms [2021-08-20 15:55:13 main:574] : INFO : Epoch 1969 | loss: 0.0310959 | val_loss: 0.0311317 | Time: 4261.54 ms [2021-08-20 15:55:17 main:574] : INFO : Epoch 1970 | loss: 0.0310977 | val_loss: 0.0311302 | Time: 4124.96 ms [2021-08-20 15:55:21 main:574] : INFO : Epoch 1971 | loss: 0.0310981 | val_loss: 0.0311296 | Time: 4080.91 ms [2021-08-20 15:55:25 main:574] : INFO : Epoch 1972 | loss: 0.0311006 | val_loss: 0.0311314 | Time: 4112.23 ms [2021-08-20 15:55:29 main:574] : INFO : Epoch 1973 | loss: 0.0311056 | val_loss: 0.0311342 | Time: 4100.75 ms [2021-08-20 15:55:33 main:574] : INFO : Epoch 1974 | loss: 0.0311019 | val_loss: 0.031132 | Time: 4181.72 ms [2021-08-20 15:55:38 main:574] : INFO : Epoch 1975 | loss: 0.0311012 | val_loss: 0.0311343 | Time: 4184.26 ms [2021-08-20 15:55:42 main:574] : INFO : Epoch 1976 | loss: 0.0310972 | val_loss: 0.0311367 | Time: 4170.31 ms [2021-08-20 15:55:46 main:574] : INFO : Epoch 1977 | loss: 0.0311001 | val_loss: 0.0311334 | Time: 4102.25 ms [2021-08-20 15:55:50 main:574] : INFO : Epoch 1978 | loss: 0.0311014 | val_loss: 0.0311278 | Time: 4075.84 ms [2021-08-20 15:55:55 main:574] : INFO : Epoch 1979 | loss: 0.0311002 | val_loss: 0.0311303 | Time: 4643.93 ms [2021-08-20 15:55:59 main:574] : INFO : Epoch 1980 | loss: 0.0311117 | val_loss: 0.0311385 | Time: 4445.52 ms [2021-08-20 15:56:03 main:574] : INFO : Epoch 1981 | loss: 0.0311152 | val_loss: 0.0311424 | Time: 4315.83 ms [2021-08-20 15:56:08 main:574] : INFO : Epoch 1982 | loss: 0.0311221 | val_loss: 0.0311378 | Time: 4198.04 ms [2021-08-20 15:56:12 main:574] : INFO : Epoch 1983 | loss: 0.0311189 | val_loss: 0.0311435 | Time: 4192.15 ms [2021-08-20 15:56:16 main:574] : INFO : Epoch 1984 | loss: 0.0311141 | val_loss: 0.031139 | Time: 4198.33 ms [2021-08-20 15:56:20 main:574] : INFO : Epoch 1985 | loss: 0.0311151 | val_loss: 0.0311404 | Time: 4186.08 ms [2021-08-20 15:56:24 main:574] : INFO : Epoch 1986 | loss: 0.0311158 | val_loss: 0.0311326 | Time: 4212.17 ms [2021-08-20 15:56:29 main:574] : INFO : Epoch 1987 | loss: 0.0311115 | val_loss: 0.0311332 | Time: 4114.88 ms [2021-08-20 15:56:33 main:574] : INFO : Epoch 1988 | loss: 0.0311093 | val_loss: 0.0311356 | Time: 4116.74 ms [2021-08-20 15:56:37 main:574] : INFO : Epoch 1989 | loss: 0.0311083 | val_loss: 0.0311373 | Time: 4277.61 ms [2021-08-20 15:56:41 main:574] : INFO : Epoch 1990 | loss: 0.0311063 | val_loss: 0.0311318 | Time: 4103.85 ms [2021-08-20 15:56:45 main:574] : INFO : Epoch 1991 | loss: 0.0311072 | val_loss: 0.0311369 | Time: 4200.71 ms [2021-08-20 15:56:49 main:574] : INFO : Epoch 1992 | loss: 0.0311086 | val_loss: 0.0311357 | Time: 4042.5 ms [2021-08-20 15:56:54 main:574] : INFO : Epoch 1993 | loss: 0.0311055 | val_loss: 0.0311406 | Time: 4168.24 ms [2021-08-20 15:56:58 main:574] : INFO : Epoch 1994 | loss: 0.0311056 | val_loss: 0.0311366 | Time: 4064.5 ms [2021-08-20 15:57:02 main:574] : INFO : Epoch 1995 | loss: 0.0311049 | val_loss: 0.0311343 | Time: 4260.05 ms [2021-08-20 15:57:06 main:574] : INFO : Epoch 1996 | loss: 0.0311046 | val_loss: 0.0311364 | Time: 4193.18 ms [2021-08-20 15:57:10 main:574] : INFO : Epoch 1997 | loss: 0.0311093 | val_loss: 0.031144 | Time: 4259.56 ms [2021-08-20 15:57:15 main:574] : INFO : Epoch 1998 | loss: 0.0311182 | val_loss: 0.0311344 | Time: 4297.76 ms [2021-08-20 15:57:21 main:574] : INFO : Epoch 1999 | loss: 0.0311084 | val_loss: 0.0311429 | Time: 6080.99 ms [2021-08-20 15:57:26 main:574] : INFO : Epoch 2000 | loss: 0.0311059 | val_loss: 0.0311363 | Time: 5095.31 ms [2021-08-20 15:57:31 main:574] : INFO : Epoch 2001 | loss: 0.0311021 | val_loss: 0.0311335 | Time: 5128.93 ms [2021-08-20 15:57:36 main:574] : INFO : Epoch 2002 | loss: 0.0311017 | val_loss: 0.0311325 | Time: 5066.01 ms [2021-08-20 15:57:42 main:574] : INFO : Epoch 2003 | loss: 0.0310979 | val_loss: 0.0311414 | Time: 5872.81 ms [2021-08-20 15:57:47 main:574] : INFO : Epoch 2004 | loss: 0.0310995 | val_loss: 0.0311417 | Time: 5100.52 ms [2021-08-20 15:57:52 main:574] : INFO : Epoch 2005 | loss: 0.0310998 | val_loss: 0.0311331 | Time: 4553.32 ms [2021-08-20 15:57:56 main:574] : INFO : Epoch 2006 | loss: 0.0310992 | val_loss: 0.0311342 | Time: 4215.39 ms [2021-08-20 15:58:00 main:574] : INFO : Epoch 2007 | loss: 0.031097 | val_loss: 0.0311348 | Time: 4218.93 ms [2021-08-20 15:58:04 main:574] : INFO : Epoch 2008 | loss: 0.0310974 | val_loss: 0.0311385 | Time: 4148.31 ms [2021-08-20 15:58:09 main:574] : INFO : Epoch 2009 | loss: 0.0310985 | val_loss: 0.03115 | Time: 4567.66 ms [2021-08-20 15:58:14 main:574] : INFO : Epoch 2010 | loss: 0.0310996 | val_loss: 0.0311307 | Time: 4826.41 ms [2021-08-20 15:58:19 main:574] : INFO : Epoch 2011 | loss: 0.0310966 | val_loss: 0.0311364 | Time: 4920.74 ms [2021-08-20 15:58:23 main:574] : INFO : Epoch 2012 | loss: 0.0310996 | val_loss: 0.0311394 | Time: 4643.91 ms [2021-08-20 15:58:28 main:574] : INFO : Epoch 2013 | loss: 0.031098 | val_loss: 0.0311362 | Time: 4210.32 ms [2021-08-20 15:58:32 main:574] : INFO : Epoch 2014 | loss: 0.0310999 | val_loss: 0.0311341 | Time: 4361.23 ms [2021-08-20 15:58:36 main:574] : INFO : Epoch 2015 | loss: 0.031101 | val_loss: 0.0311365 | Time: 4226.13 ms [2021-08-20 15:58:41 main:574] : INFO : Epoch 2016 | loss: 0.0310988 | val_loss: 0.0311372 | Time: 4487.91 ms [2021-08-20 15:58:45 main:574] : INFO : Epoch 2017 | loss: 0.0310979 | val_loss: 0.0311344 | Time: 4243.11 ms [2021-08-20 15:58:49 main:574] : INFO : Epoch 2018 | loss: 0.0310966 | val_loss: 0.0311347 | Time: 4049.68 ms [2021-08-20 15:58:53 main:574] : INFO : Epoch 2019 | loss: 0.0310962 | val_loss: 0.0311326 | Time: 4149 ms [2021-08-20 15:58:57 main:574] : INFO : Epoch 2020 | loss: 0.031101 | val_loss: 0.031133 | Time: 4104.13 ms [2021-08-20 15:59:01 main:574] : INFO : Epoch 2021 | loss: 0.0311082 | val_loss: 0.0311359 | Time: 4137.86 ms [2021-08-20 15:59:06 main:574] : INFO : Epoch 2022 | loss: 0.031109 | val_loss: 0.0311355 | Time: 4134.55 ms [2021-08-20 15:59:10 main:574] : INFO : Epoch 2023 | loss: 0.0311077 | val_loss: 0.0311345 | Time: 4059.97 ms [2021-08-20 15:59:14 main:574] : INFO : Epoch 2024 | loss: 0.0311068 | val_loss: 0.0311361 | Time: 4155.96 ms [2021-08-20 15:59:18 main:574] : INFO : Epoch 2025 | loss: 0.031106 | val_loss: 0.0311394 | Time: 4116.47 ms [2021-08-20 15:59:22 main:574] : INFO : Epoch 2026 | loss: 0.0311097 | val_loss: 0.0311388 | Time: 4226.01 ms [2021-08-20 15:59:27 main:574] : INFO : Epoch 2027 | loss: 0.0311059 | val_loss: 0.0311373 | Time: 4282.68 ms [2021-08-20 15:59:31 main:574] : INFO : Epoch 2028 | loss: 0.0311043 | val_loss: 0.0311332 | Time: 4181.54 ms [2021-08-20 15:59:35 main:574] : INFO : Epoch 2029 | loss: 0.0311022 | val_loss: 0.0311349 | Time: 4159.3 ms [2021-08-20 15:59:39 main:574] : INFO : Epoch 2030 | loss: 0.0311107 | val_loss: 0.0311346 | Time: 4109.22 ms [2021-08-20 15:59:43 main:574] : INFO : Epoch 2031 | loss: 0.0311097 | val_loss: 0.0311375 | Time: 4095.54 ms [2021-08-20 15:59:47 main:574] : INFO : Epoch 2032 | loss: 0.0311042 | val_loss: 0.0311323 | Time: 4174.22 ms [2021-08-20 15:59:52 main:574] : INFO : Epoch 2033 | loss: 0.0311003 | val_loss: 0.0311305 | Time: 4130.69 ms [2021-08-20 15:59:56 main:574] : INFO : Epoch 2034 | loss: 0.0311 | val_loss: 0.0311373 | Time: 4078.75 ms [2021-08-20 16:00:00 main:574] : INFO : Epoch 2035 | loss: 0.0310986 | val_loss: 0.0311331 | Time: 4029.06 ms [2021-08-20 16:00:04 main:574] : INFO : Epoch 2036 | loss: 0.0310969 | val_loss: 0.0311345 | Time: 4206.65 ms [2021-08-20 16:00:08 main:574] : INFO : Epoch 2037 | loss: 0.0310957 | val_loss: 0.0311398 | Time: 4056.73 ms [2021-08-20 16:00:12 main:574] : INFO : Epoch 2038 | loss: 0.0310944 | val_loss: 0.0311418 | Time: 4175.99 ms [2021-08-20 16:00:16 main:574] : INFO : Epoch 2039 | loss: 0.0310984 | val_loss: 0.0311501 | Time: 4125.98 ms [2021-08-20 16:00:21 main:574] : INFO : Epoch 2040 | loss: 0.0310972 | val_loss: 0.0311381 | Time: 4156.58 ms [2021-08-20 16:00:25 main:574] : INFO : Epoch 2041 | loss: 0.0310935 | val_loss: 0.031138 | Time: 4160.23 ms [2021-08-20 16:00:29 main:574] : INFO : Epoch 2042 | loss: 0.0310942 | val_loss: 0.0311432 | Time: 4121.81 ms [2021-08-20 16:00:33 main:574] : INFO : Epoch 2043 | loss: 0.0310998 | val_loss: 0.0311399 | Time: 4091.43 ms [2021-08-20 16:00:37 main:574] : INFO : Epoch 2044 | loss: 0.031095 | val_loss: 0.0311346 | Time: 4117.99 ms [2021-08-20 16:00:41 main:574] : INFO : Epoch 2045 | loss: 0.0310999 | val_loss: 0.0311449 | Time: 4110.48 ms [2021-08-20 16:00:45 main:574] : INFO : Epoch 2046 | loss: 0.0311205 | val_loss: 0.0311401 | Time: 4088.52 ms [2021-08-20 16:00:49 main:574] : INFO : Epoch 2047 | loss: 0.031115 | val_loss: 0.0311328 | Time: 4075.19 ms [2021-08-20 16:00:54 main:574] : INFO : Epoch 2048 | loss: 0.0311107 | val_loss: 0.0311358 | Time: 4188.47 ms [2021-08-20 16:00:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311358 [2021-08-20 16:00:54 main:603] : INFO : Saving end state to config to file [2021-08-20 16:00:54 main:608] : INFO : Success, exiting.. 16:00:54 (6652): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)