Task 6789801
| Name | ParityMachine-1627981324-19934-2_1 |
| Workunit | 4392956 |
| Created | 21 Aug 2021, 16:57:54 UTC |
| Sent | 21 Aug 2021, 18:33:34 UTC |
| Report deadline | 28 Aug 2021, 18:33:34 UTC |
| Received | 22 Aug 2021, 6:32:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 27 sec |
| CPU time | 2 hours 19 min 42 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 | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 4188.05 ms [2021-08-22 07:57:33 main:574] : INFO : Epoch 1543 | loss: 0.0312417 | val_loss: 0.031243 | Time: 4191.15 ms [2021-08-22 07:57:37 main:574] : INFO : Epoch 1544 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4118.97 ms [2021-08-22 07:57:41 main:574] : INFO : Epoch 1545 | loss: 0.0312424 | val_loss: 0.0312429 | Time: 4117.14 ms [2021-08-22 07:57:45 main:574] : INFO : Epoch 1546 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 4229.36 ms [2021-08-22 07:57:50 main:574] : INFO : Epoch 1547 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 4079.4 ms [2021-08-22 07:57:54 main:574] : INFO : Epoch 1548 | loss: 0.0312406 | val_loss: 0.0312432 | Time: 4180.86 ms [2021-08-22 07:57:58 main:574] : INFO : Epoch 1549 | loss: 0.0312416 | val_loss: 0.0312432 | Time: 4127.16 ms [2021-08-22 07:58:02 main:574] : INFO : Epoch 1550 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 4141.45 ms [2021-08-22 07:58:06 main:574] : INFO : Epoch 1551 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 4032.58 ms [2021-08-22 07:58:10 main:574] : INFO : Epoch 1552 | loss: 0.0312415 | val_loss: 0.0312455 | Time: 4240.42 ms [2021-08-22 07:58:15 main:574] : INFO : Epoch 1553 | loss: 0.0312411 | val_loss: 0.0312443 | Time: 4199.98 ms [2021-08-22 07:58:19 main:574] : INFO : Epoch 1554 | loss: 0.0312426 | val_loss: 0.0312491 | Time: 4046.66 ms [2021-08-22 07:58:23 main:574] : INFO : Epoch 1555 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 4018.74 ms [2021-08-22 07:58:27 main:574] : INFO : Epoch 1556 | loss: 0.0312407 | val_loss: 0.0312432 | Time: 4036.24 ms [2021-08-22 07:58:31 main:574] : INFO : Epoch 1557 | loss: 0.0312413 | val_loss: 0.0312442 | Time: 4082.58 ms [2021-08-22 07:58:35 main:574] : INFO : Epoch 1558 | loss: 0.031243 | val_loss: 0.0312429 | Time: 4181.04 ms [2021-08-22 07:58:39 main:574] : INFO : Epoch 1559 | loss: 0.0312405 | val_loss: 0.0312452 | Time: 4152.45 ms [2021-08-22 07:58:43 main:574] : INFO : Epoch 1560 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 4149.99 ms [2021-08-22 07:58:48 main:574] : INFO : Epoch 1561 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 4303.66 ms [2021-08-22 07:58:52 main:574] : INFO : Epoch 1562 | loss: 0.0312427 | val_loss: 0.0312495 | Time: 4201.02 ms [2021-08-22 07:58:56 main:574] : INFO : Epoch 1563 | loss: 0.0312457 | val_loss: 0.0312517 | Time: 4211.32 ms [2021-08-22 07:59:00 main:574] : INFO : Epoch 1564 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 4233.9 ms [2021-08-22 07:59:05 main:574] : INFO : Epoch 1565 | loss: 0.031241 | val_loss: 0.031243 | Time: 4220.69 ms [2021-08-22 07:59:09 main:574] : INFO : Epoch 1566 | loss: 0.0312407 | val_loss: 0.0312432 | Time: 4024.51 ms [2021-08-22 07:59:13 main:574] : INFO : Epoch 1567 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 4023.28 ms [2021-08-22 07:59:17 main:574] : INFO : Epoch 1568 | loss: 0.0312421 | val_loss: 0.031243 | Time: 4095.19 ms [2021-08-22 07:59:21 main:574] : INFO : Epoch 1569 | loss: 0.0312417 | val_loss: 0.0312439 | Time: 4476.8 ms [2021-08-22 07:59:26 main:574] : INFO : Epoch 1570 | loss: 0.031241 | val_loss: 0.0312429 | Time: 4316.84 ms [2021-08-22 07:59:30 main:574] : INFO : Epoch 1571 | loss: 0.031241 | val_loss: 0.0312432 | Time: 4219.57 ms [2021-08-22 07:59:34 main:574] : INFO : Epoch 1572 | loss: 0.0312418 | val_loss: 0.0312429 | Time: 4139.62 ms [2021-08-22 07:59:38 main:574] : INFO : Epoch 1573 | loss: 0.0312406 | val_loss: 0.0312432 | Time: 4284.63 ms [2021-08-22 07:59:43 main:574] : INFO : Epoch 1574 | loss: 0.0312406 | val_loss: 0.0312433 | Time: 4178.79 ms [2021-08-22 07:59:47 main:574] : INFO : Epoch 1575 | loss: 0.0312414 | val_loss: 0.0312437 | Time: 4246.71 ms [2021-08-22 07:59:51 main:574] : INFO : Epoch 1576 | loss: 0.0312418 | val_loss: 0.0312446 | Time: 4217.1 ms [2021-08-22 07:59:55 main:574] : INFO : Epoch 1577 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 4099.25 ms [2021-08-22 07:59:59 main:574] : INFO : Epoch 1578 | loss: 0.0312411 | val_loss: 0.0312453 | Time: 4142.12 ms [2021-08-22 08:00:04 main:574] : INFO : Epoch 1579 | loss: 0.0312408 | val_loss: 0.031244 | Time: 4154.14 ms [2021-08-22 08:00:08 main:574] : INFO : Epoch 1580 | loss: 0.031242 | val_loss: 0.0312463 | Time: 4159.99 ms [2021-08-22 08:00:12 main:574] : INFO : Epoch 1581 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 4202.32 ms [2021-08-22 08:00:16 main:574] : INFO : Epoch 1582 | loss: 0.0312423 | val_loss: 0.0312461 | Time: 4210.94 ms [2021-08-22 08:00:21 main:574] : INFO : Epoch 1583 | loss: 0.031243 | val_loss: 0.0312428 | Time: 4231.51 ms [2021-08-22 08:00:25 main:574] : INFO : Epoch 1584 | loss: 0.0312416 | val_loss: 0.0312438 | Time: 4272.86 ms [2021-08-22 08:00:29 main:574] : INFO : Epoch 1585 | loss: 0.0312414 | val_loss: 0.0312432 | Time: 4199.43 ms [2021-08-22 08:00:33 main:574] : INFO : Epoch 1586 | loss: 0.0312428 | val_loss: 0.0312447 | Time: 4182.83 ms [2021-08-22 08:00:37 main:574] : INFO : Epoch 1587 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 4188.89 ms [2021-08-22 08:00:42 main:574] : INFO : Epoch 1588 | loss: 0.031241 | val_loss: 0.0312444 | Time: 4183.98 ms [2021-08-22 08:00:46 main:574] : INFO : Epoch 1589 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 4211.09 ms [2021-08-22 08:00:50 main:574] : INFO : Epoch 1590 | loss: 0.0312425 | val_loss: 0.0312461 | Time: 4196.89 ms [2021-08-22 08:00:54 main:574] : INFO : Epoch 1591 | loss: 0.0312417 | val_loss: 0.0312437 | Time: 4185.49 ms [2021-08-22 08:00:58 main:574] : INFO : Epoch 1592 | loss: 0.0312408 | val_loss: 0.0312455 | Time: 4154.74 ms [2021-08-22 08:01:03 main:574] : INFO : Epoch 1593 | loss: 0.0312416 | val_loss: 0.0312459 | Time: 4207.24 ms [2021-08-22 08:01:07 main:574] : INFO : Epoch 1594 | loss: 0.0312428 | val_loss: 0.0312467 | Time: 4182.66 ms [2021-08-22 08:01:11 main:574] : INFO : Epoch 1595 | loss: 0.0312429 | val_loss: 0.0312443 | Time: 4056.54 ms [2021-08-22 08:01:15 main:574] : INFO : Epoch 1596 | loss: 0.0312427 | val_loss: 0.0312434 | Time: 4095.72 ms [2021-08-22 08:01:19 main:574] : INFO : Epoch 1597 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 4160.79 ms [2021-08-22 08:01:23 main:574] : INFO : Epoch 1598 | loss: 0.0312409 | val_loss: 0.0312436 | Time: 4099.27 ms [2021-08-22 08:01:27 main:574] : INFO : Epoch 1599 | loss: 0.0312408 | val_loss: 0.0312442 | Time: 4073.74 ms [2021-08-22 08:01:32 main:574] : INFO : Epoch 1600 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 4158.89 ms [2021-08-22 08:01:36 main:574] : INFO : Epoch 1601 | loss: 0.0312412 | val_loss: 0.031244 | Time: 4140.37 ms [2021-08-22 08:01:40 main:574] : INFO : Epoch 1602 | loss: 0.0312409 | val_loss: 0.0312428 | Time: 4090.11 ms [2021-08-22 08:01:44 main:574] : INFO : Epoch 1603 | loss: 0.0312412 | val_loss: 0.0312436 | Time: 4053.2 ms [2021-08-22 08:01:48 main:574] : INFO : Epoch 1604 | loss: 0.0312407 | val_loss: 0.0312443 | Time: 4083.33 ms [2021-08-22 08:01:52 main:574] : INFO : Epoch 1605 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 4041.49 ms [2021-08-22 08:01:56 main:574] : INFO : Epoch 1606 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 4065.56 ms [2021-08-22 08:02:00 main:574] : INFO : Epoch 1607 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 4104.28 ms [2021-08-22 08:02:04 main:574] : INFO : Epoch 1608 | loss: 0.0312415 | val_loss: 0.0312432 | Time: 4067.04 ms [2021-08-22 08:02:09 main:574] : INFO : Epoch 1609 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4068.09 ms [2021-08-22 08:02:13 main:574] : INFO : Epoch 1610 | loss: 0.0312411 | val_loss: 0.0312446 | Time: 4060.13 ms [2021-08-22 08:02:17 main:574] : INFO : Epoch 1611 | loss: 0.031242 | val_loss: 0.0312439 | Time: 4076.07 ms [2021-08-22 08:02:21 main:574] : INFO : Epoch 1612 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 4068.92 ms [2021-08-22 08:02:25 main:574] : INFO : Epoch 1613 | loss: 0.0312409 | val_loss: 0.0312443 | Time: 4021.47 ms [2021-08-22 08:02:29 main:574] : INFO : Epoch 1614 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 4069.39 ms [2021-08-22 08:02:33 main:574] : INFO : Epoch 1615 | loss: 0.0312417 | val_loss: 0.0312483 | Time: 4173.35 ms [2021-08-22 08:02:37 main:574] : INFO : Epoch 1616 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 4121.29 ms [2021-08-22 08:02:41 main:574] : INFO : Epoch 1617 | loss: 0.0312424 | val_loss: 0.0312452 | Time: 4166.18 ms [2021-08-22 08:02:46 main:574] : INFO : Epoch 1618 | loss: 0.031243 | val_loss: 0.031243 | Time: 4108.82 ms [2021-08-22 08:02:50 main:574] : INFO : Epoch 1619 | loss: 0.0312438 | val_loss: 0.0312475 | Time: 4143.7 ms [2021-08-22 08:02:54 main:574] : INFO : Epoch 1620 | loss: 0.0312431 | val_loss: 0.0312432 | Time: 4105.52 ms [2021-08-22 08:02:58 main:574] : INFO : Epoch 1621 | loss: 0.0312416 | val_loss: 0.031245 | Time: 4213.27 ms [2021-08-22 08:03:02 main:574] : INFO : Epoch 1622 | loss: 0.0312411 | val_loss: 0.0312432 | Time: 4085.47 ms [2021-08-22 08:03:06 main:574] : INFO : Epoch 1623 | loss: 0.0312406 | val_loss: 0.0312439 | Time: 4020.1 ms [2021-08-22 08:03:10 main:574] : INFO : Epoch 1624 | loss: 0.0312411 | val_loss: 0.0312432 | Time: 4096.15 ms [2021-08-22 08:03:14 main:574] : INFO : Epoch 1625 | loss: 0.0312412 | val_loss: 0.0312433 | Time: 4115.73 ms [2021-08-22 08:03:19 main:574] : INFO : Epoch 1626 | loss: 0.0312409 | val_loss: 0.0312461 | Time: 4408.26 ms [2021-08-22 08:03:23 main:574] : INFO : Epoch 1627 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 4199.61 ms [2021-08-22 08:03:27 main:574] : INFO : Epoch 1628 | loss: 0.0312419 | val_loss: 0.0312451 | Time: 4066.32 ms [2021-08-22 08:03:31 main:574] : INFO : Epoch 1629 | loss: 0.0312411 | val_loss: 0.0312431 | Time: 4181.48 ms [2021-08-22 08:03:35 main:574] : INFO : Epoch 1630 | loss: 0.0312408 | val_loss: 0.0312434 | Time: 4109.13 ms [2021-08-22 08:03:40 main:574] : INFO : Epoch 1631 | loss: 0.0312409 | val_loss: 0.031246 | Time: 4206.7 ms [2021-08-22 08:03:44 main:574] : INFO : Epoch 1632 | loss: 0.0312414 | val_loss: 0.0312435 | Time: 4226.05 ms [2021-08-22 08:03:48 main:574] : INFO : Epoch 1633 | loss: 0.031241 | val_loss: 0.0312432 | Time: 4351.36 ms [2021-08-22 08:03:53 main:574] : INFO : Epoch 1634 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 4300.95 ms [2021-08-22 08:03:57 main:574] : INFO : Epoch 1635 | loss: 0.0312414 | val_loss: 0.0312433 | Time: 4258.44 ms [2021-08-22 08:04:01 main:574] : INFO : Epoch 1636 | loss: 0.0312411 | val_loss: 0.0312458 | Time: 4166.74 ms [2021-08-22 08:04:05 main:574] : INFO : Epoch 1637 | loss: 0.0312417 | val_loss: 0.0312491 | Time: 4013.57 ms [2021-08-22 08:04:09 main:574] : INFO : Epoch 1638 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 4107.92 ms [2021-08-22 08:04:13 main:574] : INFO : Epoch 1639 | loss: 0.0312428 | val_loss: 0.0312453 | Time: 4084.76 ms [2021-08-22 08:04:18 main:574] : INFO : Epoch 1640 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 4100.55 ms [2021-08-22 08:04:22 main:574] : INFO : Epoch 1641 | loss: 0.0312428 | val_loss: 0.0312469 | Time: 4079.66 ms [2021-08-22 08:04:26 main:574] : INFO : Epoch 1642 | loss: 0.0312415 | val_loss: 0.0312436 | Time: 4138.66 ms [2021-08-22 08:04:30 main:574] : INFO : Epoch 1643 | loss: 0.0312419 | val_loss: 0.0312435 | Time: 4177.15 ms [2021-08-22 08:04:34 main:574] : INFO : Epoch 1644 | loss: 0.0312416 | val_loss: 0.0312457 | Time: 4209.57 ms [2021-08-22 08:04:38 main:574] : INFO : Epoch 1645 | loss: 0.0312424 | val_loss: 0.0312429 | Time: 4078.95 ms [2021-08-22 08:04:42 main:574] : INFO : Epoch 1646 | loss: 0.0312444 | val_loss: 0.0312484 | Time: 4135.86 ms [2021-08-22 08:04:47 main:574] : INFO : Epoch 1647 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 4322.29 ms [2021-08-22 08:04:51 main:574] : INFO : Epoch 1648 | loss: 0.031241 | val_loss: 0.0312435 | Time: 4116.32 ms [2021-08-22 08:04:55 main:574] : INFO : Epoch 1649 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4283.23 ms [2021-08-22 08:04:59 main:574] : INFO : Epoch 1650 | loss: 0.0312413 | val_loss: 0.0312442 | Time: 4194.45 ms [2021-08-22 08:05:04 main:574] : INFO : Epoch 1651 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 4099.21 ms [2021-08-22 08:05:08 main:574] : INFO : Epoch 1652 | loss: 0.0312453 | val_loss: 0.0312432 | Time: 4070.74 ms [2021-08-22 08:05:12 main:574] : INFO : Epoch 1653 | loss: 0.0312414 | val_loss: 0.0312429 | Time: 4045.39 ms [2021-08-22 08:05:16 main:574] : INFO : Epoch 1654 | loss: 0.0312416 | val_loss: 0.0312448 | Time: 4077.23 ms [2021-08-22 08:05:20 main:574] : INFO : Epoch 1655 | loss: 0.0312413 | val_loss: 0.0312431 | Time: 4114.37 ms [2021-08-22 08:05:24 main:574] : INFO : Epoch 1656 | loss: 0.0312408 | val_loss: 0.0312432 | Time: 4072.48 ms [2021-08-22 08:05:28 main:574] : INFO : Epoch 1657 | loss: 0.0312411 | val_loss: 0.0312431 | Time: 4128.25 ms [2021-08-22 08:05:32 main:574] : INFO : Epoch 1658 | loss: 0.0312407 | val_loss: 0.0312432 | Time: 4163.27 ms [2021-08-22 08:05:37 main:574] : INFO : Epoch 1659 | loss: 0.0312408 | val_loss: 0.0312431 | Time: 4150.33 ms [2021-08-22 08:05:41 main:574] : INFO : Epoch 1660 | loss: 0.0312413 | val_loss: 0.0312433 | Time: 4180.85 ms [2021-08-22 08:05:45 main:574] : INFO : Epoch 1661 | loss: 0.0312411 | val_loss: 0.0312437 | Time: 4237.86 ms [2021-08-22 08:05:49 main:574] : INFO : Epoch 1662 | loss: 0.0312413 | val_loss: 0.031246 | Time: 4246.12 ms [2021-08-22 08:05:54 main:574] : INFO : Epoch 1663 | loss: 0.031244 | val_loss: 0.031246 | Time: 4145.9 ms [2021-08-22 08:05:58 main:574] : INFO : Epoch 1664 | loss: 0.0312419 | val_loss: 0.0312446 | Time: 4244.72 ms [2021-08-22 08:06:02 main:574] : INFO : Epoch 1665 | loss: 0.0312407 | val_loss: 0.0312432 | Time: 4225.6 ms [2021-08-22 08:06:06 main:574] : INFO : Epoch 1666 | loss: 0.0312421 | val_loss: 0.0312479 | Time: 4079.34 ms [2021-08-22 08:06:10 main:574] : INFO : Epoch 1667 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 4137.4 ms [2021-08-22 08:06:15 main:574] : INFO : Epoch 1668 | loss: 0.0312416 | val_loss: 0.0312441 | Time: 4202.56 ms [2021-08-22 08:06:19 main:574] : INFO : Epoch 1669 | loss: 0.0312406 | val_loss: 0.0312433 | Time: 4128.81 ms [2021-08-22 08:06:23 main:574] : INFO : Epoch 1670 | loss: 0.0312407 | val_loss: 0.0312439 | Time: 4167.8 ms [2021-08-22 08:06:27 main:574] : INFO : Epoch 1671 | loss: 0.0312411 | val_loss: 0.031243 | Time: 4218.83 ms [2021-08-22 08:06:31 main:574] : INFO : Epoch 1672 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 4261.5 ms [2021-08-22 08:06:36 main:574] : INFO : Epoch 1673 | loss: 0.0312412 | val_loss: 0.0312442 | Time: 4118.28 ms [2021-08-22 08:06:40 main:574] : INFO : Epoch 1674 | loss: 0.0312416 | val_loss: 0.0312438 | Time: 4169.98 ms [2021-08-22 08:06:44 main:574] : INFO : Epoch 1675 | loss: 0.0312412 | val_loss: 0.0312431 | Time: 4212.28 ms [2021-08-22 08:06:48 main:574] : INFO : Epoch 1676 | loss: 0.0312408 | val_loss: 0.0312445 | Time: 4144.75 ms [2021-08-22 08:06:52 main:574] : INFO : Epoch 1677 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 4039.59 ms [2021-08-22 08:06:56 main:574] : INFO : Epoch 1678 | loss: 0.0312413 | val_loss: 0.0312449 | Time: 4250.33 ms [2021-08-22 08:07:01 main:574] : INFO : Epoch 1679 | loss: 0.0312419 | val_loss: 0.0312428 | Time: 4210.28 ms [2021-08-22 08:07:05 main:574] : INFO : Epoch 1680 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 4218.56 ms [2021-08-22 08:07:09 main:574] : INFO : Epoch 1681 | loss: 0.0312435 | val_loss: 0.0312434 | Time: 4024.66 ms [2021-08-22 08:07:13 main:574] : INFO : Epoch 1682 | loss: 0.031242 | val_loss: 0.0312445 | Time: 4042.92 ms [2021-08-22 08:07:17 main:574] : INFO : Epoch 1683 | loss: 0.0312412 | val_loss: 0.0312458 | Time: 4105.28 ms [2021-08-22 08:07:21 main:574] : INFO : Epoch 1684 | loss: 0.0312408 | val_loss: 0.0312432 | Time: 4190.77 ms [2021-08-22 08:07:25 main:574] : INFO : Epoch 1685 | loss: 0.0312419 | val_loss: 0.0312435 | Time: 4149.64 ms [2021-08-22 08:07:30 main:574] : INFO : Epoch 1686 | loss: 0.0312409 | val_loss: 0.0312461 | Time: 4154.22 ms [2021-08-22 08:07:34 main:574] : INFO : Epoch 1687 | loss: 0.0312417 | val_loss: 0.0312429 | Time: 4176.75 ms [2021-08-22 08:07:38 main:574] : INFO : Epoch 1688 | loss: 0.031242 | val_loss: 0.0312446 | Time: 4126.18 ms [2021-08-22 08:07:42 main:574] : INFO : Epoch 1689 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 4109.18 ms [2021-08-22 08:07:46 main:574] : INFO : Epoch 1690 | loss: 0.0312421 | val_loss: 0.0312438 | Time: 4170.55 ms [2021-08-22 08:07:50 main:574] : INFO : Epoch 1691 | loss: 0.0312416 | val_loss: 0.0312431 | Time: 4046.4 ms [2021-08-22 08:07:55 main:574] : INFO : Epoch 1692 | loss: 0.0312438 | val_loss: 0.0312477 | Time: 4199.45 ms [2021-08-22 08:07:59 main:574] : INFO : Epoch 1693 | loss: 0.0312426 | val_loss: 0.031244 | Time: 4102.02 ms [2021-08-22 08:08:03 main:574] : INFO : Epoch 1694 | loss: 0.0312413 | val_loss: 0.0312496 | Time: 4112.4 ms [2021-08-22 08:08:07 main:574] : INFO : Epoch 1695 | loss: 0.0312438 | val_loss: 0.0312446 | Time: 4086.84 ms [2021-08-22 08:08:11 main:574] : INFO : Epoch 1696 | loss: 0.031241 | val_loss: 0.0312443 | Time: 4061.14 ms [2021-08-22 08:08:15 main:574] : INFO : Epoch 1697 | loss: 0.031241 | val_loss: 0.0312431 | Time: 4044.27 ms [2021-08-22 08:08:19 main:574] : INFO : Epoch 1698 | loss: 0.0312426 | val_loss: 0.0312473 | Time: 4051.27 ms [2021-08-22 08:08:23 main:574] : INFO : Epoch 1699 | loss: 0.0312425 | val_loss: 0.031243 | Time: 4097.09 ms [2021-08-22 08:08:28 main:574] : INFO : Epoch 1700 | loss: 0.031242 | val_loss: 0.0312466 | Time: 4295.72 ms [2021-08-22 08:08:32 main:574] : INFO : Epoch 1701 | loss: 0.0312416 | val_loss: 0.031243 | Time: 4286.43 ms [2021-08-22 08:08:36 main:574] : INFO : Epoch 1702 | loss: 0.0312415 | val_loss: 0.031243 | Time: 4315.11 ms [2021-08-22 08:08:41 main:574] : INFO : Epoch 1703 | loss: 0.0312406 | val_loss: 0.0312451 | Time: 4269.85 ms [2021-08-22 08:08:45 main:574] : INFO : Epoch 1704 | loss: 0.0312432 | val_loss: 0.0312494 | Time: 4112.98 ms [2021-08-22 08:08:49 main:574] : INFO : Epoch 1705 | loss: 0.0312447 | val_loss: 0.0312463 | Time: 4108.79 ms [2021-08-22 08:08:53 main:574] : INFO : Epoch 1706 | loss: 0.0312435 | val_loss: 0.0312443 | Time: 4066.17 ms [2021-08-22 08:08:57 main:574] : INFO : Epoch 1707 | loss: 0.0312421 | val_loss: 0.0312448 | Time: 4217.8 ms [2021-08-22 08:09:02 main:574] : INFO : Epoch 1708 | loss: 0.0312419 | val_loss: 0.0312456 | Time: 4316.31 ms [2021-08-22 08:09:06 main:574] : INFO : Epoch 1709 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 4035.73 ms [2021-08-22 08:09:10 main:574] : INFO : Epoch 1710 | loss: 0.0312408 | val_loss: 0.0312452 | Time: 4026.29 ms [2021-08-22 08:09:14 main:574] : INFO : Epoch 1711 | loss: 0.0312417 | val_loss: 0.0312429 | Time: 4133.86 ms [2021-08-22 08:09:18 main:574] : INFO : Epoch 1712 | loss: 0.0312411 | val_loss: 0.0312431 | Time: 4063.77 ms [2021-08-22 08:09:22 main:574] : INFO : Epoch 1713 | loss: 0.0312409 | val_loss: 0.0312444 | Time: 4085.6 ms [2021-08-22 08:09:26 main:574] : INFO : Epoch 1714 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 4062.42 ms [2021-08-22 08:09:30 main:574] : INFO : Epoch 1715 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 4147.97 ms [2021-08-22 08:09:35 main:574] : INFO : Epoch 1716 | loss: 0.0312412 | val_loss: 0.0312441 | Time: 4220.53 ms [2021-08-22 08:09:39 main:574] : INFO : Epoch 1717 | loss: 0.0312416 | val_loss: 0.0312496 | Time: 4218.46 ms [2021-08-22 08:09:43 main:574] : INFO : Epoch 1718 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 4144.7 ms [2021-08-22 08:09:47 main:574] : INFO : Epoch 1719 | loss: 0.0312409 | val_loss: 0.0312431 | Time: 4248.6 ms [2021-08-22 08:09:51 main:574] : INFO : Epoch 1720 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 4110.03 ms [2021-08-22 08:09:55 main:574] : INFO : Epoch 1721 | loss: 0.0312414 | val_loss: 0.0312438 | Time: 4151.28 ms [2021-08-22 08:10:00 main:574] : INFO : Epoch 1722 | loss: 0.0312407 | val_loss: 0.0312427 | Time: 4135.26 ms [2021-08-22 08:10:04 main:574] : INFO : Epoch 1723 | loss: 0.0312405 | val_loss: 0.0312446 | Time: 4070.39 ms [2021-08-22 08:10:08 main:574] : INFO : Epoch 1724 | loss: 0.031242 | val_loss: 0.0312433 | Time: 4086.35 ms [2021-08-22 08:10:12 main:574] : INFO : Epoch 1725 | loss: 0.0312416 | val_loss: 0.0312435 | Time: 4134.22 ms [2021-08-22 08:10:16 main:574] : INFO : Epoch 1726 | loss: 0.0312406 | val_loss: 0.0312435 | Time: 4041.85 ms [2021-08-22 08:10:20 main:574] : INFO : Epoch 1727 | loss: 0.0312408 | val_loss: 0.0312439 | Time: 4103.47 ms [2021-08-22 08:10:24 main:574] : INFO : Epoch 1728 | loss: 0.0312425 | val_loss: 0.0312474 | Time: 4097.47 ms [2021-08-22 08:10:28 main:574] : INFO : Epoch 1729 | loss: 0.0312413 | val_loss: 0.0312437 | Time: 4108.71 ms [2021-08-22 08:10:33 main:574] : INFO : Epoch 1730 | loss: 0.031242 | val_loss: 0.031243 | Time: 4167.12 ms [2021-08-22 08:10:37 main:574] : INFO : Epoch 1731 | loss: 0.0312408 | val_loss: 0.031243 | Time: 4271.41 ms [2021-08-22 08:10:41 main:574] : INFO : Epoch 1732 | loss: 0.0312425 | val_loss: 0.031246 | Time: 4085.66 ms [2021-08-22 08:10:45 main:574] : INFO : Epoch 1733 | loss: 0.0312419 | val_loss: 0.031246 | Time: 4201.5 ms [2021-08-22 08:10:49 main:574] : INFO : Epoch 1734 | loss: 0.0312425 | val_loss: 0.031243 | Time: 4173.68 ms [2021-08-22 08:10:54 main:574] : INFO : Epoch 1735 | loss: 0.0312423 | val_loss: 0.0312457 | Time: 4128.47 ms [2021-08-22 08:10:58 main:574] : INFO : Epoch 1736 | loss: 0.0312412 | val_loss: 0.0312441 | Time: 4119.44 ms [2021-08-22 08:11:02 main:574] : INFO : Epoch 1737 | loss: 0.0312434 | val_loss: 0.0312487 | Time: 4083.62 ms [2021-08-22 08:11:06 main:574] : INFO : Epoch 1738 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 4107.32 ms [2021-08-22 08:11:10 main:574] : INFO : Epoch 1739 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 4091.61 ms [2021-08-22 08:11:14 main:574] : INFO : Epoch 1740 | loss: 0.0312422 | val_loss: 0.0312457 | Time: 4109.47 ms [2021-08-22 08:11:18 main:574] : INFO : Epoch 1741 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 4145.84 ms [2021-08-22 08:11:23 main:574] : INFO : Epoch 1742 | loss: 0.0312412 | val_loss: 0.0312445 | Time: 4174.8 ms [2021-08-22 08:11:27 main:574] : INFO : Epoch 1743 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 4128.67 ms [2021-08-22 08:11:31 main:574] : INFO : Epoch 1744 | loss: 0.0312415 | val_loss: 0.0312444 | Time: 4013.79 ms [2021-08-22 08:11:35 main:574] : INFO : Epoch 1745 | loss: 0.0312418 | val_loss: 0.0312467 | Time: 3996.93 ms [2021-08-22 08:11:39 main:574] : INFO : Epoch 1746 | loss: 0.0312417 | val_loss: 0.0312442 | Time: 4125.11 ms [2021-08-22 08:11:43 main:574] : INFO : Epoch 1747 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 4110.06 ms [2021-08-22 08:11:47 main:574] : INFO : Epoch 1748 | loss: 0.0312422 | val_loss: 0.0312435 | Time: 4055.04 ms [2021-08-22 08:11:51 main:574] : INFO : Epoch 1749 | loss: 0.0312407 | val_loss: 0.0312444 | Time: 4144.98 ms [2021-08-22 08:11:55 main:574] : INFO : Epoch 1750 | loss: 0.0312419 | val_loss: 0.0312438 | Time: 4044.36 ms [2021-08-22 08:11:59 main:574] : INFO : Epoch 1751 | loss: 0.0312418 | val_loss: 0.0312433 | Time: 4133.72 ms [2021-08-22 08:12:04 main:574] : INFO : Epoch 1752 | loss: 0.0312414 | val_loss: 0.0312446 | Time: 4157.16 ms [2021-08-22 08:12:08 main:574] : INFO : Epoch 1753 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 4142.75 ms [2021-08-22 08:12:12 main:574] : INFO : Epoch 1754 | loss: 0.0312425 | val_loss: 0.0312487 | Time: 4172.76 ms [2021-08-22 08:12:16 main:574] : INFO : Epoch 1755 | loss: 0.0312431 | val_loss: 0.0312432 | Time: 4066.96 ms [2021-08-22 08:12:20 main:574] : INFO : Epoch 1756 | loss: 0.031241 | val_loss: 0.0312437 | Time: 4035.91 ms [2021-08-22 08:12:24 main:574] : INFO : Epoch 1757 | loss: 0.0312415 | val_loss: 0.0312431 | Time: 4123.75 ms [2021-08-22 08:12:29 main:574] : INFO : Epoch 1758 | loss: 0.0312411 | val_loss: 0.0312428 | Time: 4203.31 ms [2021-08-22 08:12:33 main:574] : INFO : Epoch 1759 | loss: 0.0312408 | val_loss: 0.0312439 | Time: 4030.65 ms [2021-08-22 08:12:37 main:574] : INFO : Epoch 1760 | loss: 0.0312414 | val_loss: 0.0312433 | Time: 4150.63 ms [2021-08-22 08:12:41 main:574] : INFO : Epoch 1761 | loss: 0.0312413 | val_loss: 0.0312435 | Time: 4064.89 ms [2021-08-22 08:12:45 main:574] : INFO : Epoch 1762 | loss: 0.0312407 | val_loss: 0.0312441 | Time: 4156.52 ms [2021-08-22 08:12:49 main:574] : INFO : Epoch 1763 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 4224.81 ms [2021-08-22 08:12:53 main:574] : INFO : Epoch 1764 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 4143.43 ms [2021-08-22 08:12:58 main:574] : INFO : Epoch 1765 | loss: 0.0312414 | val_loss: 0.031243 | Time: 4124.36 ms [2021-08-22 08:13:02 main:574] : INFO : Epoch 1766 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 4172.88 ms [2021-08-22 08:13:06 main:574] : INFO : Epoch 1767 | loss: 0.0312412 | val_loss: 0.0312431 | Time: 4072.49 ms [2021-08-22 08:13:10 main:574] : INFO : Epoch 1768 | loss: 0.0312412 | val_loss: 0.0312431 | Time: 4120.36 ms [2021-08-22 08:13:14 main:574] : INFO : Epoch 1769 | loss: 0.0312418 | val_loss: 0.0312434 | Time: 4094.4 ms [2021-08-22 08:13:18 main:574] : INFO : Epoch 1770 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 4063.59 ms [2021-08-22 08:13:22 main:574] : INFO : Epoch 1771 | loss: 0.0312408 | val_loss: 0.0312431 | Time: 4098.03 ms [2021-08-22 08:13:26 main:574] : INFO : Epoch 1772 | loss: 0.0312414 | val_loss: 0.031243 | Time: 4066.62 ms [2021-08-22 08:13:30 main:574] : INFO : Epoch 1773 | loss: 0.031243 | val_loss: 0.0312431 | Time: 4089.94 ms [2021-08-22 08:13:35 main:574] : INFO : Epoch 1774 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 4211.91 ms [2021-08-22 08:13:39 main:574] : INFO : Epoch 1775 | loss: 0.0312409 | val_loss: 0.0312431 | Time: 4358.57 ms [2021-08-22 08:13:43 main:574] : INFO : Epoch 1776 | loss: 0.0312409 | val_loss: 0.031244 | Time: 4234.83 ms [2021-08-22 08:13:48 main:574] : INFO : Epoch 1777 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4159.68 ms [2021-08-22 08:13:52 main:574] : INFO : Epoch 1778 | loss: 0.0312424 | val_loss: 0.0312433 | Time: 4111.67 ms [2021-08-22 08:13:56 main:574] : INFO : Epoch 1779 | loss: 0.0312418 | val_loss: 0.031244 | Time: 4144.37 ms [2021-08-22 08:14:00 main:574] : INFO : Epoch 1780 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 4196.06 ms [2021-08-22 08:14:04 main:574] : INFO : Epoch 1781 | loss: 0.0312417 | val_loss: 0.031243 | Time: 4250.01 ms [2021-08-22 08:14:08 main:574] : INFO : Epoch 1782 | loss: 0.0312409 | val_loss: 0.0312518 | Time: 4190.3 ms [2021-08-22 08:14:13 main:574] : INFO : Epoch 1783 | loss: 0.0312466 | val_loss: 0.0312532 | Time: 4237.81 ms [2021-08-22 08:14:17 main:574] : INFO : Epoch 1784 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 4249.13 ms [2021-08-22 08:14:21 main:574] : INFO : Epoch 1785 | loss: 0.0312426 | val_loss: 0.031244 | Time: 4144.33 ms [2021-08-22 08:14:25 main:574] : INFO : Epoch 1786 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 4108.74 ms [2021-08-22 08:14:29 main:574] : INFO : Epoch 1787 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 4091.59 ms [2021-08-22 08:14:33 main:574] : INFO : Epoch 1788 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 4023.19 ms [2021-08-22 08:14:38 main:574] : INFO : Epoch 1789 | loss: 0.0312428 | val_loss: 0.0312461 | Time: 4155.88 ms [2021-08-22 08:14:42 main:574] : INFO : Epoch 1790 | loss: 0.0312425 | val_loss: 0.031245 | Time: 4172.85 ms [2021-08-22 08:14:46 main:574] : INFO : Epoch 1791 | loss: 0.0312424 | val_loss: 0.0312456 | Time: 4422.73 ms [2021-08-22 08:14:50 main:574] : INFO : Epoch 1792 | loss: 0.031242 | val_loss: 0.0312462 | Time: 4088.7 ms [2021-08-22 08:14:55 main:574] : INFO : Epoch 1793 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 4176.98 ms [2021-08-22 08:14:59 main:574] : INFO : Epoch 1794 | loss: 0.0312427 | val_loss: 0.0312431 | Time: 4139.4 ms [2021-08-22 08:15:03 main:574] : INFO : Epoch 1795 | loss: 0.0312422 | val_loss: 0.0312435 | Time: 4127.43 ms [2021-08-22 08:15:07 main:574] : INFO : Epoch 1796 | loss: 0.0312426 | val_loss: 0.0312453 | Time: 4183.4 ms [2021-08-22 08:15:11 main:574] : INFO : Epoch 1797 | loss: 0.0312423 | val_loss: 0.0312434 | Time: 4155.1 ms [2021-08-22 08:15:15 main:574] : INFO : Epoch 1798 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 4126.99 ms [2021-08-22 08:15:20 main:574] : INFO : Epoch 1799 | loss: 0.0312422 | val_loss: 0.0312434 | Time: 4102.03 ms [2021-08-22 08:15:24 main:574] : INFO : Epoch 1800 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 4180.24 ms [2021-08-22 08:15:28 main:574] : INFO : Epoch 1801 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 4096.76 ms [2021-08-22 08:15:32 main:574] : INFO : Epoch 1802 | loss: 0.0312423 | val_loss: 0.0312449 | Time: 4284.48 ms [2021-08-22 08:15:36 main:574] : INFO : Epoch 1803 | loss: 0.0312418 | val_loss: 0.031244 | Time: 4132.45 ms [2021-08-22 08:15:41 main:574] : INFO : Epoch 1804 | loss: 0.0312436 | val_loss: 0.0312464 | Time: 4285.29 ms [2021-08-22 08:15:45 main:574] : INFO : Epoch 1805 | loss: 0.0312446 | val_loss: 0.0312463 | Time: 4103.47 ms [2021-08-22 08:15:49 main:574] : INFO : Epoch 1806 | loss: 0.0312457 | val_loss: 0.0312497 | Time: 4100.66 ms [2021-08-22 08:15:53 main:574] : INFO : Epoch 1807 | loss: 0.0312438 | val_loss: 0.031248 | Time: 4312.5 ms [2021-08-22 08:15:57 main:574] : INFO : Epoch 1808 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 4166.76 ms [2021-08-22 08:16:02 main:574] : INFO : Epoch 1809 | loss: 0.0312414 | val_loss: 0.0312429 | Time: 4253.86 ms [2021-08-22 08:16:06 main:574] : INFO : Epoch 1810 | loss: 0.0312416 | val_loss: 0.0312477 | Time: 4105.93 ms [2021-08-22 08:16:10 main:574] : INFO : Epoch 1811 | loss: 0.0312432 | val_loss: 0.031243 | Time: 4175.13 ms [2021-08-22 08:16:14 main:574] : INFO : Epoch 1812 | loss: 0.0312418 | val_loss: 0.0312428 | Time: 4182.97 ms [2021-08-22 08:16:18 main:574] : INFO : Epoch 1813 | loss: 0.0312412 | val_loss: 0.031244 | Time: 4220.99 ms [2021-08-22 08:16:23 main:574] : INFO : Epoch 1814 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 4265.14 ms [2021-08-22 08:16:27 main:574] : INFO : Epoch 1815 | loss: 0.0312414 | val_loss: 0.031243 | Time: 4170.75 ms [2021-08-22 08:16:31 main:574] : INFO : Epoch 1816 | loss: 0.0312411 | val_loss: 0.031244 | Time: 4370.86 ms [2021-08-22 08:16:35 main:574] : INFO : Epoch 1817 | loss: 0.0312424 | val_loss: 0.0312433 | Time: 4077.09 ms [2021-08-22 08:16:40 main:574] : INFO : Epoch 1818 | loss: 0.0312417 | val_loss: 0.0312468 | Time: 4103.18 ms [2021-08-22 08:16:44 main:574] : INFO : Epoch 1819 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 4179.13 ms [2021-08-22 08:16:48 main:574] : INFO : Epoch 1820 | loss: 0.0312415 | val_loss: 0.0312468 | Time: 4161.55 ms [2021-08-22 08:16:52 main:574] : INFO : Epoch 1821 | loss: 0.0312417 | val_loss: 0.0312462 | Time: 4194.71 ms [2021-08-22 08:16:56 main:574] : INFO : Epoch 1822 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 4078.41 ms [2021-08-22 08:17:00 main:574] : INFO : Epoch 1823 | loss: 0.0312417 | val_loss: 0.0312433 | Time: 4094.62 ms [2021-08-22 08:17:04 main:574] : INFO : Epoch 1824 | loss: 0.0312409 | val_loss: 0.031244 | Time: 4045.12 ms [2021-08-22 08:17:09 main:574] : INFO : Epoch 1825 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 4060.54 ms [2021-08-22 08:17:13 main:574] : INFO : Epoch 1826 | loss: 0.0312415 | val_loss: 0.0312438 | Time: 4072.73 ms [2021-08-22 08:17:17 main:574] : INFO : Epoch 1827 | loss: 0.0312407 | val_loss: 0.0312442 | Time: 4066.36 ms [2021-08-22 08:17:21 main:574] : INFO : Epoch 1828 | loss: 0.0312414 | val_loss: 0.0312436 | Time: 4073.2 ms [2021-08-22 08:17:25 main:574] : INFO : Epoch 1829 | loss: 0.0312408 | val_loss: 0.0312455 | Time: 4170.48 ms [2021-08-22 08:17:29 main:574] : INFO : Epoch 1830 | loss: 0.0312412 | val_loss: 0.0312437 | Time: 4110.02 ms [2021-08-22 08:17:33 main:574] : INFO : Epoch 1831 | loss: 0.0312411 | val_loss: 0.031243 | Time: 4060.57 ms [2021-08-22 08:17:37 main:574] : INFO : Epoch 1832 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 4116.03 ms [2021-08-22 08:17:42 main:574] : INFO : Epoch 1833 | loss: 0.0312416 | val_loss: 0.031243 | Time: 4154.59 ms [2021-08-22 08:17:46 main:574] : INFO : Epoch 1834 | loss: 0.031241 | val_loss: 0.0312463 | Time: 4162.44 ms [2021-08-22 08:17:50 main:574] : INFO : Epoch 1835 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 4165.71 ms [2021-08-22 08:17:54 main:574] : INFO : Epoch 1836 | loss: 0.0312408 | val_loss: 0.0312436 | Time: 4204.96 ms [2021-08-22 08:17:58 main:574] : INFO : Epoch 1837 | loss: 0.0312406 | val_loss: 0.031244 | Time: 4127.36 ms [2021-08-22 08:18:03 main:574] : INFO : Epoch 1838 | loss: 0.0312408 | val_loss: 0.0312507 | Time: 4324.21 ms [2021-08-22 08:18:07 main:574] : INFO : Epoch 1839 | loss: 0.0312444 | val_loss: 0.0312435 | Time: 4087.28 ms [2021-08-22 08:18:11 main:574] : INFO : Epoch 1840 | loss: 0.0312415 | val_loss: 0.0312431 | Time: 4123.68 ms [2021-08-22 08:18:15 main:574] : INFO : Epoch 1841 | loss: 0.0312407 | val_loss: 0.0312436 | Time: 4082.83 ms [2021-08-22 08:18:19 main:574] : INFO : Epoch 1842 | loss: 0.0312416 | val_loss: 0.0312442 | Time: 4143.85 ms [2021-08-22 08:18:23 main:574] : INFO : Epoch 1843 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 4131.31 ms [2021-08-22 08:18:27 main:574] : INFO : Epoch 1844 | loss: 0.0312412 | val_loss: 0.0312429 | Time: 4047.67 ms [2021-08-22 08:18:32 main:574] : INFO : Epoch 1845 | loss: 0.031242 | val_loss: 0.031245 | Time: 4182.01 ms [2021-08-22 08:18:36 main:574] : INFO : Epoch 1846 | loss: 0.0312422 | val_loss: 0.0312442 | Time: 4298.85 ms [2021-08-22 08:18:40 main:574] : INFO : Epoch 1847 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 4111.11 ms [2021-08-22 08:18:44 main:574] : INFO : Epoch 1848 | loss: 0.0312437 | val_loss: 0.0312493 | Time: 4108.22 ms [2021-08-22 08:18:49 main:574] : INFO : Epoch 1849 | loss: 0.0312481 | val_loss: 0.0312438 | Time: 4544.33 ms [2021-08-22 08:18:53 main:574] : INFO : Epoch 1850 | loss: 0.031853 | val_loss: 0.0539472 | Time: 4352.47 ms [2021-08-22 08:18:57 main:574] : INFO : Epoch 1851 | loss: 0.0371462 | val_loss: 0.0353934 | Time: 4160.37 ms [2021-08-22 08:19:01 main:574] : INFO : Epoch 1852 | loss: 0.0330507 | val_loss: 0.0319356 | Time: 4061.82 ms [2021-08-22 08:19:05 main:574] : INFO : Epoch 1853 | loss: 0.0314908 | val_loss: 0.0313254 | Time: 4134.75 ms [2021-08-22 08:19:10 main:574] : INFO : Epoch 1854 | loss: 0.0312852 | val_loss: 0.0312567 | Time: 4126.2 ms [2021-08-22 08:19:14 main:574] : INFO : Epoch 1855 | loss: 0.0312566 | val_loss: 0.031253 | Time: 4014.29 ms [2021-08-22 08:19:18 main:574] : INFO : Epoch 1856 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 4100.93 ms [2021-08-22 08:19:22 main:574] : INFO : Epoch 1857 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 4096.05 ms [2021-08-22 08:19:26 main:574] : INFO : Epoch 1858 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 4133.19 ms [2021-08-22 08:19:30 main:574] : INFO : Epoch 1859 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 4087.14 ms [2021-08-22 08:19:34 main:574] : INFO : Epoch 1860 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 4160.39 ms [2021-08-22 08:19:39 main:574] : INFO : Epoch 1861 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 4123.44 ms [2021-08-22 08:19:43 main:574] : INFO : Epoch 1862 | loss: 0.031247 | val_loss: 0.0312472 | Time: 4125.43 ms [2021-08-22 08:19:47 main:574] : INFO : Epoch 1863 | loss: 0.031247 | val_loss: 0.0312472 | Time: 4177.94 ms [2021-08-22 08:19:51 main:574] : INFO : Epoch 1864 | loss: 0.0312466 | val_loss: 0.031247 | Time: 4131.82 ms [2021-08-22 08:19:55 main:574] : INFO : Epoch 1865 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 4235.87 ms [2021-08-22 08:20:00 main:574] : INFO : Epoch 1866 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 4209.2 ms [2021-08-22 08:20:04 main:574] : INFO : Epoch 1867 | loss: 0.031246 | val_loss: 0.0312463 | Time: 4120.82 ms [2021-08-22 08:20:08 main:574] : INFO : Epoch 1868 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 4079.25 ms [2021-08-22 08:20:12 main:574] : INFO : Epoch 1869 | loss: 0.0312456 | val_loss: 0.031246 | Time: 4083.77 ms [2021-08-22 08:20:16 main:574] : INFO : Epoch 1870 | loss: 0.0312453 | val_loss: 0.031246 | Time: 4041.7 ms [2021-08-22 08:20:20 main:574] : INFO : Epoch 1871 | loss: 0.031245 | val_loss: 0.0312455 | Time: 4088.03 ms [2021-08-22 08:20:24 main:574] : INFO : Epoch 1872 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 4084.52 ms [2021-08-22 08:20:28 main:574] : INFO : Epoch 1873 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 4057.02 ms [2021-08-22 08:20:32 main:574] : INFO : Epoch 1874 | loss: 0.0312442 | val_loss: 0.0312449 | Time: 4168.1 ms [2021-08-22 08:20:37 main:574] : INFO : Epoch 1875 | loss: 0.031244 | val_loss: 0.0312447 | Time: 4103.5 ms [2021-08-22 08:20:41 main:574] : INFO : Epoch 1876 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 4110.95 ms [2021-08-22 08:20:45 main:574] : INFO : Epoch 1877 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 4114.39 ms [2021-08-22 08:20:49 main:574] : INFO : Epoch 1878 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 4261.34 ms [2021-08-22 08:20:53 main:574] : INFO : Epoch 1879 | loss: 0.0312431 | val_loss: 0.0312442 | Time: 4151.36 ms [2021-08-22 08:20:57 main:574] : INFO : Epoch 1880 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 4097.14 ms [2021-08-22 08:21:02 main:574] : INFO : Epoch 1881 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 4143.82 ms [2021-08-22 08:21:06 main:574] : INFO : Epoch 1882 | loss: 0.0312428 | val_loss: 0.031244 | Time: 4227.6 ms [2021-08-22 08:21:10 main:574] : INFO : Epoch 1883 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 4268.4 ms [2021-08-22 08:21:14 main:574] : INFO : Epoch 1884 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 4135.92 ms [2021-08-22 08:21:18 main:574] : INFO : Epoch 1885 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 4197.73 ms [2021-08-22 08:21:22 main:574] : INFO : Epoch 1886 | loss: 0.0312419 | val_loss: 0.0312436 | Time: 4044.37 ms [2021-08-22 08:21:27 main:574] : INFO : Epoch 1887 | loss: 0.0312418 | val_loss: 0.0312444 | Time: 4168.77 ms [2021-08-22 08:21:31 main:574] : INFO : Epoch 1888 | loss: 0.0312422 | val_loss: 0.031243 | Time: 4220.06 ms [2021-08-22 08:21:35 main:574] : INFO : Epoch 1889 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 4154.08 ms [2021-08-22 08:21:39 main:574] : INFO : Epoch 1890 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 4085.21 ms [2021-08-22 08:21:43 main:574] : INFO : Epoch 1891 | loss: 0.0312411 | val_loss: 0.031243 | Time: 4305.97 ms [2021-08-22 08:21:48 main:574] : INFO : Epoch 1892 | loss: 0.0312407 | val_loss: 0.031243 | Time: 4168.48 ms [2021-08-22 08:21:52 main:574] : INFO : Epoch 1893 | loss: 0.0312409 | val_loss: 0.031243 | Time: 4031.81 ms [2021-08-22 08:21:56 main:574] : INFO : Epoch 1894 | loss: 0.0312408 | val_loss: 0.031243 | Time: 4106.18 ms [2021-08-22 08:22:00 main:574] : INFO : Epoch 1895 | loss: 0.0312406 | val_loss: 0.031243 | Time: 4181.11 ms [2021-08-22 08:22:04 main:574] : INFO : Epoch 1896 | loss: 0.0312406 | val_loss: 0.031243 | Time: 4396.66 ms [2021-08-22 08:22:08 main:574] : INFO : Epoch 1897 | loss: 0.0312406 | val_loss: 0.0312431 | Time: 4011.93 ms [2021-08-22 08:22:13 main:574] : INFO : Epoch 1898 | loss: 0.0312406 | val_loss: 0.0312439 | Time: 4088.08 ms [2021-08-22 08:22:17 main:574] : INFO : Epoch 1899 | loss: 0.0312408 | val_loss: 0.0312431 | Time: 4078.92 ms [2021-08-22 08:22:21 main:574] : INFO : Epoch 1900 | loss: 0.0312405 | val_loss: 0.0312431 | Time: 4094.41 ms [2021-08-22 08:22:25 main:574] : INFO : Epoch 1901 | loss: 0.0312414 | val_loss: 0.0312442 | Time: 4094.24 ms [2021-08-22 08:22:29 main:574] : INFO : Epoch 1902 | loss: 0.0312412 | val_loss: 0.0312437 | Time: 4101.81 ms [2021-08-22 08:22:33 main:574] : INFO : Epoch 1903 | loss: 0.0312407 | val_loss: 0.0312435 | Time: 4214.77 ms [2021-08-22 08:22:37 main:574] : INFO : Epoch 1904 | loss: 0.0312407 | val_loss: 0.0312433 | Time: 4127.41 ms [2021-08-22 08:22:42 main:574] : INFO : Epoch 1905 | loss: 0.0312409 | val_loss: 0.0312433 | Time: 4265.16 ms [2021-08-22 08:22:46 main:574] : INFO : Epoch 1906 | loss: 0.0312406 | val_loss: 0.0312434 | Time: 4129.22 ms [2021-08-22 08:22:50 main:574] : INFO : Epoch 1907 | loss: 0.0312413 | val_loss: 0.0312436 | Time: 4249.52 ms [2021-08-22 08:22:54 main:574] : INFO : Epoch 1908 | loss: 0.0312407 | val_loss: 0.0312435 | Time: 4115.53 ms [2021-08-22 08:22:58 main:574] : INFO : Epoch 1909 | loss: 0.0312405 | val_loss: 0.0312437 | Time: 4130.14 ms [2021-08-22 08:23:03 main:574] : INFO : Epoch 1910 | loss: 0.0312405 | val_loss: 0.0312433 | Time: 4046.64 ms [2021-08-22 08:23:07 main:574] : INFO : Epoch 1911 | loss: 0.0312406 | val_loss: 0.031244 | Time: 4061.95 ms [2021-08-22 08:23:11 main:574] : INFO : Epoch 1912 | loss: 0.031241 | val_loss: 0.0312434 | Time: 4078.51 ms [2021-08-22 08:23:15 main:574] : INFO : Epoch 1913 | loss: 0.0312407 | val_loss: 0.0312434 | Time: 4101.06 ms [2021-08-22 08:23:19 main:574] : INFO : Epoch 1914 | loss: 0.0312405 | val_loss: 0.0312433 | Time: 4093.95 ms [2021-08-22 08:23:23 main:574] : INFO : Epoch 1915 | loss: 0.0312405 | val_loss: 0.0312441 | Time: 4030.92 ms [2021-08-22 08:23:27 main:574] : INFO : Epoch 1916 | loss: 0.0312407 | val_loss: 0.0312435 | Time: 4070.37 ms [2021-08-22 08:23:31 main:574] : INFO : Epoch 1917 | loss: 0.0312406 | val_loss: 0.0312434 | Time: 4046.86 ms [2021-08-22 08:23:35 main:574] : INFO : Epoch 1918 | loss: 0.0312409 | val_loss: 0.0312439 | Time: 4175.13 ms [2021-08-22 08:23:40 main:574] : INFO : Epoch 1919 | loss: 0.0312413 | val_loss: 0.0312446 | Time: 4119.78 ms [2021-08-22 08:23:44 main:574] : INFO : Epoch 1920 | loss: 0.031241 | val_loss: 0.0312434 | Time: 4049.74 ms [2021-08-22 08:23:48 main:574] : INFO : Epoch 1921 | loss: 0.0312404 | val_loss: 0.0312433 | Time: 4135.98 ms [2021-08-22 08:23:52 main:574] : INFO : Epoch 1922 | loss: 0.0312405 | val_loss: 0.0312437 | Time: 4036.69 ms [2021-08-22 08:23:56 main:574] : INFO : Epoch 1923 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4100.54 ms [2021-08-22 08:24:00 main:574] : INFO : Epoch 1924 | loss: 0.0312406 | val_loss: 0.0312455 | Time: 4455.14 ms [2021-08-22 08:24:05 main:574] : INFO : Epoch 1925 | loss: 0.0312411 | val_loss: 0.0312447 | Time: 4195.38 ms [2021-08-22 08:24:09 main:574] : INFO : Epoch 1926 | loss: 0.0312405 | val_loss: 0.0312435 | Time: 4123.42 ms [2021-08-22 08:24:13 main:574] : INFO : Epoch 1927 | loss: 0.0312413 | val_loss: 0.0312445 | Time: 4197.57 ms [2021-08-22 08:24:17 main:574] : INFO : Epoch 1928 | loss: 0.031241 | val_loss: 0.0312438 | Time: 4074.18 ms [2021-08-22 08:24:21 main:574] : INFO : Epoch 1929 | loss: 0.0312405 | val_loss: 0.0312434 | Time: 4134.18 ms [2021-08-22 08:24:25 main:574] : INFO : Epoch 1930 | loss: 0.0312406 | val_loss: 0.0312435 | Time: 4092.94 ms [2021-08-22 08:24:29 main:574] : INFO : Epoch 1931 | loss: 0.0312405 | val_loss: 0.0312433 | Time: 4030.51 ms [2021-08-22 08:24:34 main:574] : INFO : Epoch 1932 | loss: 0.0312408 | val_loss: 0.0312433 | Time: 4269.84 ms [2021-08-22 08:24:38 main:574] : INFO : Epoch 1933 | loss: 0.0312406 | val_loss: 0.0312434 | Time: 4138.91 ms [2021-08-22 08:24:42 main:574] : INFO : Epoch 1934 | loss: 0.0312403 | val_loss: 0.0312434 | Time: 4096.45 ms [2021-08-22 08:24:46 main:574] : INFO : Epoch 1935 | loss: 0.0312414 | val_loss: 0.0312449 | Time: 4138.52 ms [2021-08-22 08:24:50 main:574] : INFO : Epoch 1936 | loss: 0.0312412 | val_loss: 0.0312445 | Time: 4094.7 ms [2021-08-22 08:24:54 main:574] : INFO : Epoch 1937 | loss: 0.0312404 | val_loss: 0.0312432 | Time: 4104.35 ms [2021-08-22 08:24:58 main:574] : INFO : Epoch 1938 | loss: 0.0312406 | val_loss: 0.0312436 | Time: 4062.91 ms [2021-08-22 08:25:03 main:574] : INFO : Epoch 1939 | loss: 0.0312404 | val_loss: 0.0312436 | Time: 4228.21 ms [2021-08-22 08:25:07 main:574] : INFO : Epoch 1940 | loss: 0.0312406 | val_loss: 0.0312449 | Time: 4131.43 ms [2021-08-22 08:25:11 main:574] : INFO : Epoch 1941 | loss: 0.0312406 | val_loss: 0.0312435 | Time: 4028.44 ms [2021-08-22 08:25:15 main:574] : INFO : Epoch 1942 | loss: 0.0312402 | val_loss: 0.0312436 | Time: 4102.58 ms [2021-08-22 08:25:19 main:574] : INFO : Epoch 1943 | loss: 0.0312414 | val_loss: 0.0312446 | Time: 4077.64 ms [2021-08-22 08:25:23 main:574] : INFO : Epoch 1944 | loss: 0.0312407 | val_loss: 0.0312436 | Time: 4006.7 ms [2021-08-22 08:25:27 main:574] : INFO : Epoch 1945 | loss: 0.0312405 | val_loss: 0.0312433 | Time: 4044.77 ms [2021-08-22 08:25:31 main:574] : INFO : Epoch 1946 | loss: 0.0312411 | val_loss: 0.0312442 | Time: 4045.46 ms [2021-08-22 08:25:35 main:574] : INFO : Epoch 1947 | loss: 0.0312409 | val_loss: 0.0312436 | Time: 4137.33 ms [2021-08-22 08:25:40 main:574] : INFO : Epoch 1948 | loss: 0.0312409 | val_loss: 0.0312448 | Time: 4205.66 ms [2021-08-22 08:25:44 main:574] : INFO : Epoch 1949 | loss: 0.0312407 | val_loss: 0.0312435 | Time: 4165.42 ms [2021-08-22 08:25:48 main:574] : INFO : Epoch 1950 | loss: 0.0312403 | val_loss: 0.0312433 | Time: 4121.45 ms [2021-08-22 08:25:52 main:574] : INFO : Epoch 1951 | loss: 0.0312403 | val_loss: 0.031246 | Time: 4152.08 ms [2021-08-22 08:25:56 main:574] : INFO : Epoch 1952 | loss: 0.0312408 | val_loss: 0.0312451 | Time: 4104.42 ms [2021-08-22 08:26:00 main:574] : INFO : Epoch 1953 | loss: 0.0312408 | val_loss: 0.0312434 | Time: 4230.87 ms [2021-08-22 08:26:05 main:574] : INFO : Epoch 1954 | loss: 0.0312404 | val_loss: 0.0312432 | Time: 4219.68 ms [2021-08-22 08:26:09 main:574] : INFO : Epoch 1955 | loss: 0.0312405 | val_loss: 0.0312437 | Time: 4712.29 ms [2021-08-22 08:26:14 main:574] : INFO : Epoch 1956 | loss: 0.0312406 | val_loss: 0.0312434 | Time: 4148.8 ms [2021-08-22 08:26:18 main:574] : INFO : Epoch 1957 | loss: 0.0312406 | val_loss: 0.0312433 | Time: 4107.77 ms [2021-08-22 08:26:22 main:574] : INFO : Epoch 1958 | loss: 0.0312408 | val_loss: 0.031244 | Time: 4118.15 ms [2021-08-22 08:26:26 main:574] : INFO : Epoch 1959 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4105.05 ms [2021-08-22 08:26:30 main:574] : INFO : Epoch 1960 | loss: 0.0312406 | val_loss: 0.0312437 | Time: 4174.54 ms [2021-08-22 08:26:34 main:574] : INFO : Epoch 1961 | loss: 0.0312407 | val_loss: 0.0312436 | Time: 4164.95 ms [2021-08-22 08:26:39 main:574] : INFO : Epoch 1962 | loss: 0.0312411 | val_loss: 0.0312442 | Time: 4219.58 ms [2021-08-22 08:26:43 main:574] : INFO : Epoch 1963 | loss: 0.031241 | val_loss: 0.0312436 | Time: 4144.91 ms [2021-08-22 08:26:47 main:574] : INFO : Epoch 1964 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4165.74 ms [2021-08-22 08:26:51 main:574] : INFO : Epoch 1965 | loss: 0.0312406 | val_loss: 0.0312434 | Time: 4070.77 ms [2021-08-22 08:26:55 main:574] : INFO : Epoch 1966 | loss: 0.0312403 | val_loss: 0.0312434 | Time: 4213.29 ms [2021-08-22 08:26:59 main:574] : INFO : Epoch 1967 | loss: 0.0312408 | val_loss: 0.0312437 | Time: 4134.01 ms [2021-08-22 08:27:04 main:574] : INFO : Epoch 1968 | loss: 0.0312408 | val_loss: 0.0312435 | Time: 4247.35 ms [2021-08-22 08:27:08 main:574] : INFO : Epoch 1969 | loss: 0.0312406 | val_loss: 0.0312443 | Time: 4149.01 ms [2021-08-22 08:27:12 main:574] : INFO : Epoch 1970 | loss: 0.0312418 | val_loss: 0.0312441 | Time: 4291.68 ms [2021-08-22 08:27:16 main:574] : INFO : Epoch 1971 | loss: 0.0312414 | val_loss: 0.0312446 | Time: 4160.34 ms [2021-08-22 08:27:20 main:574] : INFO : Epoch 1972 | loss: 0.0312418 | val_loss: 0.0312443 | Time: 4048.02 ms [2021-08-22 08:27:25 main:574] : INFO : Epoch 1973 | loss: 0.0312407 | val_loss: 0.0312445 | Time: 4268.2 ms [2021-08-22 08:27:29 main:574] : INFO : Epoch 1974 | loss: 0.0312407 | val_loss: 0.0312438 | Time: 4031.25 ms [2021-08-22 08:27:33 main:574] : INFO : Epoch 1975 | loss: 0.0312408 | val_loss: 0.031246 | Time: 4174.02 ms [2021-08-22 08:27:37 main:574] : INFO : Epoch 1976 | loss: 0.0312418 | val_loss: 0.0312439 | Time: 4274.74 ms [2021-08-22 08:27:42 main:574] : INFO : Epoch 1977 | loss: 0.0312407 | val_loss: 0.0312437 | Time: 4215.87 ms [2021-08-22 08:27:46 main:574] : INFO : Epoch 1978 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4100.69 ms [2021-08-22 08:27:50 main:574] : INFO : Epoch 1979 | loss: 0.031241 | val_loss: 0.0312436 | Time: 4133.84 ms [2021-08-22 08:27:54 main:574] : INFO : Epoch 1980 | loss: 0.031241 | val_loss: 0.0312452 | Time: 4104.86 ms [2021-08-22 08:27:58 main:574] : INFO : Epoch 1981 | loss: 0.0312425 | val_loss: 0.0312457 | Time: 4122.75 ms [2021-08-22 08:28:02 main:574] : INFO : Epoch 1982 | loss: 0.0312407 | val_loss: 0.0312434 | Time: 4160.89 ms [2021-08-22 08:28:06 main:574] : INFO : Epoch 1983 | loss: 0.0312411 | val_loss: 0.0312437 | Time: 4070.82 ms [2021-08-22 08:28:10 main:574] : INFO : Epoch 1984 | loss: 0.0312422 | val_loss: 0.0312443 | Time: 4055.21 ms [2021-08-22 08:28:15 main:574] : INFO : Epoch 1985 | loss: 0.0312409 | val_loss: 0.0312465 | Time: 4040.99 ms [2021-08-22 08:28:19 main:574] : INFO : Epoch 1986 | loss: 0.0312412 | val_loss: 0.0312433 | Time: 4064.86 ms [2021-08-22 08:28:23 main:574] : INFO : Epoch 1987 | loss: 0.0312415 | val_loss: 0.0312462 | Time: 4093.4 ms [2021-08-22 08:28:27 main:574] : INFO : Epoch 1988 | loss: 0.031242 | val_loss: 0.0312458 | Time: 4107.08 ms [2021-08-22 08:28:31 main:574] : INFO : Epoch 1989 | loss: 0.0312414 | val_loss: 0.0312444 | Time: 4062.93 ms [2021-08-22 08:28:35 main:574] : INFO : Epoch 1990 | loss: 0.0312414 | val_loss: 0.0312436 | Time: 4167.96 ms [2021-08-22 08:28:39 main:574] : INFO : Epoch 1991 | loss: 0.031241 | val_loss: 0.0312435 | Time: 4144.29 ms [2021-08-22 08:28:43 main:574] : INFO : Epoch 1992 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4101.2 ms [2021-08-22 08:28:48 main:574] : INFO : Epoch 1993 | loss: 0.031241 | val_loss: 0.0312453 | Time: 4199.01 ms [2021-08-22 08:28:52 main:574] : INFO : Epoch 1994 | loss: 0.0312412 | val_loss: 0.0312454 | Time: 4015.58 ms [2021-08-22 08:28:56 main:574] : INFO : Epoch 1995 | loss: 0.0312416 | val_loss: 0.0312466 | Time: 4099.7 ms [2021-08-22 08:29:00 main:574] : INFO : Epoch 1996 | loss: 0.0312413 | val_loss: 0.0312456 | Time: 4193.11 ms [2021-08-22 08:29:04 main:574] : INFO : Epoch 1997 | loss: 0.0312416 | val_loss: 0.0312445 | Time: 4075.2 ms [2021-08-22 08:29:08 main:574] : INFO : Epoch 1998 | loss: 0.0312412 | val_loss: 0.0312438 | Time: 4290.36 ms [2021-08-22 08:29:13 main:574] : INFO : Epoch 1999 | loss: 0.0312404 | val_loss: 0.0312434 | Time: 4237.46 ms [2021-08-22 08:29:17 main:574] : INFO : Epoch 2000 | loss: 0.0312404 | val_loss: 0.0312441 | Time: 4088.86 ms [2021-08-22 08:29:21 main:574] : INFO : Epoch 2001 | loss: 0.0312409 | val_loss: 0.0312439 | Time: 4120.04 ms [2021-08-22 08:29:25 main:574] : INFO : Epoch 2002 | loss: 0.0312416 | val_loss: 0.0312445 | Time: 4002.6 ms [2021-08-22 08:29:29 main:574] : INFO : Epoch 2003 | loss: 0.0312422 | val_loss: 0.0312454 | Time: 4068.05 ms [2021-08-22 08:29:33 main:574] : INFO : Epoch 2004 | loss: 0.0312408 | val_loss: 0.0312438 | Time: 4036.01 ms [2021-08-22 08:29:37 main:574] : INFO : Epoch 2005 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 4210.44 ms [2021-08-22 08:29:42 main:574] : INFO : Epoch 2006 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 4242.88 ms [2021-08-22 08:29:46 main:574] : INFO : Epoch 2007 | loss: 0.0312429 | val_loss: 0.0312462 | Time: 4109.25 ms [2021-08-22 08:29:50 main:574] : INFO : Epoch 2008 | loss: 0.0312414 | val_loss: 0.0312441 | Time: 4268.86 ms [2021-08-22 08:29:54 main:574] : INFO : Epoch 2009 | loss: 0.0312411 | val_loss: 0.0312436 | Time: 4164.59 ms [2021-08-22 08:29:58 main:574] : INFO : Epoch 2010 | loss: 0.0312408 | val_loss: 0.0312435 | Time: 4189.32 ms [2021-08-22 08:30:03 main:574] : INFO : Epoch 2011 | loss: 0.0312407 | val_loss: 0.0312436 | Time: 4160.18 ms [2021-08-22 08:30:07 main:574] : INFO : Epoch 2012 | loss: 0.0312424 | val_loss: 0.0312449 | Time: 4032.3 ms [2021-08-22 08:30:11 main:574] : INFO : Epoch 2013 | loss: 0.0312406 | val_loss: 0.0312434 | Time: 4091.93 ms [2021-08-22 08:30:15 main:574] : INFO : Epoch 2014 | loss: 0.0312411 | val_loss: 0.0312441 | Time: 4025.18 ms [2021-08-22 08:30:19 main:574] : INFO : Epoch 2015 | loss: 0.0312417 | val_loss: 0.0312439 | Time: 4105.03 ms [2021-08-22 08:30:23 main:574] : INFO : Epoch 2016 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4043.7 ms [2021-08-22 08:30:27 main:574] : INFO : Epoch 2017 | loss: 0.031241 | val_loss: 0.0312433 | Time: 4055.75 ms [2021-08-22 08:30:31 main:574] : INFO : Epoch 2018 | loss: 0.0312408 | val_loss: 0.0312438 | Time: 4108.86 ms [2021-08-22 08:30:35 main:574] : INFO : Epoch 2019 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 4215.41 ms [2021-08-22 08:30:40 main:574] : INFO : Epoch 2020 | loss: 0.0312409 | val_loss: 0.0312433 | Time: 4200.44 ms [2021-08-22 08:30:44 main:574] : INFO : Epoch 2021 | loss: 0.0312407 | val_loss: 0.0312436 | Time: 4173.85 ms [2021-08-22 08:30:48 main:574] : INFO : Epoch 2022 | loss: 0.0312412 | val_loss: 0.0312443 | Time: 4204.09 ms [2021-08-22 08:30:52 main:574] : INFO : Epoch 2023 | loss: 0.0312413 | val_loss: 0.0312441 | Time: 4245.72 ms [2021-08-22 08:30:56 main:574] : INFO : Epoch 2024 | loss: 0.0312423 | val_loss: 0.0312444 | Time: 4142.67 ms [2021-08-22 08:31:01 main:574] : INFO : Epoch 2025 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 4192.61 ms [2021-08-22 08:31:05 main:574] : INFO : Epoch 2026 | loss: 0.0312413 | val_loss: 0.0312438 | Time: 4103.96 ms [2021-08-22 08:31:09 main:574] : INFO : Epoch 2027 | loss: 0.0312413 | val_loss: 0.0312435 | Time: 4301.11 ms [2021-08-22 08:31:13 main:574] : INFO : Epoch 2028 | loss: 0.0312406 | val_loss: 0.0312435 | Time: 4152.74 ms [2021-08-22 08:31:17 main:574] : INFO : Epoch 2029 | loss: 0.0312405 | val_loss: 0.0312437 | Time: 4103.6 ms [2021-08-22 08:31:21 main:574] : INFO : Epoch 2030 | loss: 0.0312413 | val_loss: 0.0312442 | Time: 4049.46 ms [2021-08-22 08:31:26 main:574] : INFO : Epoch 2031 | loss: 0.0312407 | val_loss: 0.0312439 | Time: 4157.33 ms [2021-08-22 08:31:30 main:574] : INFO : Epoch 2032 | loss: 0.0312411 | val_loss: 0.0312435 | Time: 4256.01 ms [2021-08-22 08:31:34 main:574] : INFO : Epoch 2033 | loss: 0.0312414 | val_loss: 0.0312467 | Time: 4127.74 ms [2021-08-22 08:31:38 main:574] : INFO : Epoch 2034 | loss: 0.0312417 | val_loss: 0.031245 | Time: 4082.87 ms [2021-08-22 08:31:42 main:574] : INFO : Epoch 2035 | loss: 0.0312421 | val_loss: 0.031245 | Time: 4196.7 ms [2021-08-22 08:31:47 main:574] : INFO : Epoch 2036 | loss: 0.0312409 | val_loss: 0.0312433 | Time: 4110.54 ms [2021-08-22 08:31:51 main:574] : INFO : Epoch 2037 | loss: 0.0312428 | val_loss: 0.0312503 | Time: 4129.34 ms [2021-08-22 08:31:55 main:574] : INFO : Epoch 2038 | loss: 0.0312453 | val_loss: 0.031244 | Time: 4247.32 ms [2021-08-22 08:31:59 main:574] : INFO : Epoch 2039 | loss: 0.0312424 | val_loss: 0.0312464 | Time: 4122.58 ms [2021-08-22 08:32:03 main:574] : INFO : Epoch 2040 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 4185.22 ms [2021-08-22 08:32:08 main:574] : INFO : Epoch 2041 | loss: 0.0312405 | val_loss: 0.0312445 | Time: 4488.24 ms [2021-08-22 08:32:12 main:574] : INFO : Epoch 2042 | loss: 0.0312406 | val_loss: 0.0312437 | Time: 4084.19 ms [2021-08-22 08:32:16 main:574] : INFO : Epoch 2043 | loss: 0.031242 | val_loss: 0.0312447 | Time: 4102.41 ms [2021-08-22 08:32:20 main:574] : INFO : Epoch 2044 | loss: 0.0312411 | val_loss: 0.0312472 | Time: 4081.29 ms [2021-08-22 08:32:24 main:574] : INFO : Epoch 2045 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 4233.65 ms [2021-08-22 08:32:28 main:574] : INFO : Epoch 2046 | loss: 0.0312413 | val_loss: 0.0312437 | Time: 4060.47 ms [2021-08-22 08:32:33 main:574] : INFO : Epoch 2047 | loss: 0.031241 | val_loss: 0.0312461 | Time: 4149.97 ms [2021-08-22 08:32:37 main:574] : INFO : Epoch 2048 | loss: 0.031241 | val_loss: 0.0312439 | Time: 4152.49 ms [2021-08-22 08:32:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312439 [2021-08-22 08:32:37 main:603] : INFO : Saving end state to config to file [2021-08-22 08:32:37 main:608] : INFO : Success, exiting.. 08:32:37 (5564): 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)