Task 11097384
| Name | ParityModified-1639958646-29525-2-0_0 |
| Workunit | 8380450 |
| Created | 27 Jan 2022, 1:07:54 UTC |
| Sent | 14 Feb 2022, 21:32:55 UTC |
| Report deadline | 22 Feb 2022, 21:32:55 UTC |
| Received | 15 Feb 2022, 15:51:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17360 |
| Run time | 5 hours 15 min 6 sec |
| CPU time | 4 hours 24 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 865.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.43 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1577 | loss: 0.0312397 | val_loss: 0.0312431 | Time: 9221.22 ms
[2022-02-15 01:41:48 main:574] : INFO : Epoch 1578 | loss: 0.0312404 | val_loss: 0.0312452 | Time: 9308.4 ms
[2022-02-15 01:41:58 main:574] : INFO : Epoch 1579 | loss: 0.0312407 | val_loss: 0.0312433 | Time: 9190.64 ms
[2022-02-15 01:42:07 main:574] : INFO : Epoch 1580 | loss: 0.0312398 | val_loss: 0.0312422 | Time: 9345.78 ms
[2022-02-15 01:42:17 main:574] : INFO : Epoch 1581 | loss: 0.0312408 | val_loss: 0.0312431 | Time: 9509.11 ms
[2022-02-15 01:42:26 main:574] : INFO : Epoch 1582 | loss: 0.0312434 | val_loss: 0.0312453 | Time: 9301.32 ms
[2022-02-15 01:42:35 main:574] : INFO : Epoch 1583 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 9300.14 ms
[2022-02-15 01:42:45 main:574] : INFO : Epoch 1584 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 9403.41 ms
[2022-02-15 01:42:54 main:574] : INFO : Epoch 1585 | loss: 0.0312406 | val_loss: 0.0312435 | Time: 9316.02 ms
[2022-02-15 01:43:04 main:574] : INFO : Epoch 1586 | loss: 0.0312402 | val_loss: 0.0312443 | Time: 9563.34 ms
[2022-02-15 01:43:13 main:574] : INFO : Epoch 1587 | loss: 0.0312404 | val_loss: 0.0312443 | Time: 9293.93 ms
[2022-02-15 01:43:22 main:574] : INFO : Epoch 1588 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 9445.09 ms
[2022-02-15 01:43:32 main:574] : INFO : Epoch 1589 | loss: 0.0312399 | val_loss: 0.0312427 | Time: 9573.23 ms
[2022-02-15 01:43:41 main:574] : INFO : Epoch 1590 | loss: 0.0312417 | val_loss: 0.0312428 | Time: 9331.4 ms
[2022-02-15 01:43:51 main:574] : INFO : Epoch 1591 | loss: 0.0312403 | val_loss: 0.0312448 | Time: 9820.71 ms
[2022-02-15 01:44:01 main:574] : INFO : Epoch 1592 | loss: 0.0312415 | val_loss: 0.0312442 | Time: 9615.68 ms
[2022-02-15 01:44:10 main:574] : INFO : Epoch 1593 | loss: 0.0312415 | val_loss: 0.0312442 | Time: 9560.8 ms
[2022-02-15 01:44:20 main:574] : INFO : Epoch 1594 | loss: 0.0312405 | val_loss: 0.0312441 | Time: 9344.37 ms
[2022-02-15 01:44:29 main:574] : INFO : Epoch 1595 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 9517.61 ms
[2022-02-15 01:44:38 main:574] : INFO : Epoch 1596 | loss: 0.0312403 | val_loss: 0.0312425 | Time: 9294.62 ms
[2022-02-15 01:44:48 main:574] : INFO : Epoch 1597 | loss: 0.03124 | val_loss: 0.0312434 | Time: 9317.17 ms
[2022-02-15 01:44:57 main:574] : INFO : Epoch 1598 | loss: 0.03124 | val_loss: 0.0312414 | Time: 9488.86 ms
[2022-02-15 01:45:07 main:574] : INFO : Epoch 1599 | loss: 0.0312391 | val_loss: 0.0312458 | Time: 9371.95 ms
[2022-02-15 01:45:16 main:574] : INFO : Epoch 1600 | loss: 0.0312395 | val_loss: 0.0312411 | Time: 9630.12 ms
[2022-02-15 01:45:26 main:574] : INFO : Epoch 1601 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 9449.78 ms
[2022-02-15 01:45:35 main:574] : INFO : Epoch 1602 | loss: 0.0312397 | val_loss: 0.0312436 | Time: 9329.53 ms
[2022-02-15 01:45:45 main:574] : INFO : Epoch 1603 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 9912.39 ms
[2022-02-15 01:45:55 main:574] : INFO : Epoch 1604 | loss: 0.0312405 | val_loss: 0.0312415 | Time: 9699.5 ms
[2022-02-15 01:46:04 main:574] : INFO : Epoch 1605 | loss: 0.0312392 | val_loss: 0.0312419 | Time: 9506.85 ms
[2022-02-15 01:46:14 main:574] : INFO : Epoch 1606 | loss: 0.0312408 | val_loss: 0.0312467 | Time: 9457.31 ms
[2022-02-15 01:46:23 main:574] : INFO : Epoch 1607 | loss: 0.0312426 | val_loss: 0.031245 | Time: 9394.42 ms
[2022-02-15 01:46:33 main:574] : INFO : Epoch 1608 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 9442.95 ms
[2022-02-15 01:46:42 main:574] : INFO : Epoch 1609 | loss: 0.0312393 | val_loss: 0.0312433 | Time: 9403.33 ms
[2022-02-15 01:46:52 main:574] : INFO : Epoch 1610 | loss: 0.0312405 | val_loss: 0.031242 | Time: 9452.02 ms
[2022-02-15 01:47:01 main:574] : INFO : Epoch 1611 | loss: 0.0312398 | val_loss: 0.0312458 | Time: 9733.3 ms
[2022-02-15 01:47:11 main:574] : INFO : Epoch 1612 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 9264.66 ms
[2022-02-15 01:47:20 main:574] : INFO : Epoch 1613 | loss: 0.0312399 | val_loss: 0.0312415 | Time: 9350.33 ms
[2022-02-15 01:47:30 main:574] : INFO : Epoch 1614 | loss: 0.0312409 | val_loss: 0.031242 | Time: 9983.4 ms
[2022-02-15 01:47:39 main:574] : INFO : Epoch 1615 | loss: 0.0312405 | val_loss: 0.0312433 | Time: 9418.74 ms
[2022-02-15 01:47:49 main:574] : INFO : Epoch 1616 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 9424.73 ms
[2022-02-15 01:47:58 main:574] : INFO : Epoch 1617 | loss: 0.0312408 | val_loss: 0.0312458 | Time: 9286.01 ms
[2022-02-15 01:48:08 main:574] : INFO : Epoch 1618 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 9496.07 ms
[2022-02-15 01:48:17 main:574] : INFO : Epoch 1619 | loss: 0.0312398 | val_loss: 0.0312418 | Time: 9329.41 ms
[2022-02-15 01:48:26 main:574] : INFO : Epoch 1620 | loss: 0.0312393 | val_loss: 0.0312413 | Time: 9489.4 ms
[2022-02-15 01:48:36 main:574] : INFO : Epoch 1621 | loss: 0.0312394 | val_loss: 0.0312428 | Time: 9287.34 ms
[2022-02-15 01:48:45 main:574] : INFO : Epoch 1622 | loss: 0.0312396 | val_loss: 0.0312413 | Time: 9716.17 ms
[2022-02-15 01:48:55 main:574] : INFO : Epoch 1623 | loss: 0.0312402 | val_loss: 0.0312415 | Time: 9612.47 ms
[2022-02-15 01:49:04 main:574] : INFO : Epoch 1624 | loss: 0.0312399 | val_loss: 0.0312423 | Time: 9198.44 ms
[2022-02-15 01:49:14 main:574] : INFO : Epoch 1625 | loss: 0.0312394 | val_loss: 0.0312419 | Time: 9327.25 ms
[2022-02-15 01:49:25 main:574] : INFO : Epoch 1626 | loss: 0.0312401 | val_loss: 0.0312419 | Time: 11095.4 ms
[2022-02-15 01:49:34 main:574] : INFO : Epoch 1627 | loss: 0.0312408 | val_loss: 0.0312425 | Time: 9291.38 ms
[2022-02-15 01:49:43 main:574] : INFO : Epoch 1628 | loss: 0.03124 | val_loss: 0.0312428 | Time: 9380.75 ms
[2022-02-15 01:49:53 main:574] : INFO : Epoch 1629 | loss: 0.0312396 | val_loss: 0.0312411 | Time: 9319.69 ms
[2022-02-15 01:50:03 main:574] : INFO : Epoch 1630 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 9855.31 ms
[2022-02-15 01:50:12 main:574] : INFO : Epoch 1631 | loss: 0.031241 | val_loss: 0.0312471 | Time: 9388.47 ms
[2022-02-15 01:50:22 main:574] : INFO : Epoch 1632 | loss: 0.0312415 | val_loss: 0.0312413 | Time: 9456.72 ms
[2022-02-15 01:50:31 main:574] : INFO : Epoch 1633 | loss: 0.0312395 | val_loss: 0.0312434 | Time: 9433.72 ms
[2022-02-15 01:50:41 main:574] : INFO : Epoch 1634 | loss: 0.0312397 | val_loss: 0.0312425 | Time: 9506.63 ms
[2022-02-15 01:50:50 main:574] : INFO : Epoch 1635 | loss: 0.0312402 | val_loss: 0.0312419 | Time: 9347.39 ms
[2022-02-15 01:50:59 main:574] : INFO : Epoch 1636 | loss: 0.03124 | val_loss: 0.0312439 | Time: 9258.6 ms
[2022-02-15 01:51:09 main:574] : INFO : Epoch 1637 | loss: 0.0312404 | val_loss: 0.0312421 | Time: 9712.44 ms
[2022-02-15 01:51:18 main:574] : INFO : Epoch 1638 | loss: 0.0312399 | val_loss: 0.0312426 | Time: 9101.93 ms
[2022-02-15 01:51:27 main:574] : INFO : Epoch 1639 | loss: 0.0312411 | val_loss: 0.0312423 | Time: 9077.68 ms
[2022-02-15 01:51:36 main:574] : INFO : Epoch 1640 | loss: 0.0312414 | val_loss: 0.0312412 | Time: 9130.71 ms
[2022-02-15 01:51:45 main:574] : INFO : Epoch 1641 | loss: 0.0312394 | val_loss: 0.0312435 | Time: 9237.75 ms
[2022-02-15 01:51:55 main:574] : INFO : Epoch 1642 | loss: 0.0312398 | val_loss: 0.0312428 | Time: 9093.21 ms
[2022-02-15 01:52:04 main:574] : INFO : Epoch 1643 | loss: 0.0312407 | val_loss: 0.031244 | Time: 9081.64 ms
[2022-02-15 01:52:13 main:574] : INFO : Epoch 1644 | loss: 0.0312401 | val_loss: 0.0312435 | Time: 9141.59 ms
[2022-02-15 01:52:22 main:574] : INFO : Epoch 1645 | loss: 0.0312404 | val_loss: 0.0312429 | Time: 9100.3 ms
[2022-02-15 01:52:31 main:574] : INFO : Epoch 1646 | loss: 0.0312421 | val_loss: 0.0312462 | Time: 9119.72 ms
[2022-02-15 01:52:40 main:574] : INFO : Epoch 1647 | loss: 0.0312419 | val_loss: 0.0312486 | Time: 9086.39 ms
[2022-02-15 01:52:49 main:574] : INFO : Epoch 1648 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 9201.84 ms
[2022-02-15 01:52:58 main:574] : INFO : Epoch 1649 | loss: 0.0312411 | val_loss: 0.0312457 | Time: 9099.82 ms
[2022-02-15 01:53:08 main:574] : INFO : Epoch 1650 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 9103.22 ms
[2022-02-15 01:53:17 main:574] : INFO : Epoch 1651 | loss: 0.0312401 | val_loss: 0.0312497 | Time: 9096.67 ms
[2022-02-15 01:53:26 main:574] : INFO : Epoch 1652 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 9112.28 ms
[2022-02-15 01:53:35 main:574] : INFO : Epoch 1653 | loss: 0.0312405 | val_loss: 0.0312434 | Time: 9120.82 ms
[2022-02-15 01:53:44 main:574] : INFO : Epoch 1654 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 9104.99 ms
[2022-02-15 01:53:53 main:574] : INFO : Epoch 1655 | loss: 0.0312396 | val_loss: 0.0312452 | Time: 9114.22 ms
[2022-02-15 01:54:02 main:574] : INFO : Epoch 1656 | loss: 0.031242 | val_loss: 0.0312421 | Time: 9100.45 ms
[2022-02-15 01:54:11 main:574] : INFO : Epoch 1657 | loss: 0.0312394 | val_loss: 0.0312426 | Time: 9114.14 ms
[2022-02-15 01:54:21 main:574] : INFO : Epoch 1658 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 9098.22 ms
[2022-02-15 01:54:30 main:574] : INFO : Epoch 1659 | loss: 0.03124 | val_loss: 0.0312421 | Time: 9232.31 ms
[2022-02-15 01:54:39 main:574] : INFO : Epoch 1660 | loss: 0.0312398 | val_loss: 0.0312412 | Time: 9086.69 ms
[2022-02-15 01:54:48 main:574] : INFO : Epoch 1661 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 9255.98 ms
[2022-02-15 01:54:57 main:574] : INFO : Epoch 1662 | loss: 0.0312403 | val_loss: 0.0312418 | Time: 9142.16 ms
[2022-02-15 01:55:06 main:574] : INFO : Epoch 1663 | loss: 0.0312399 | val_loss: 0.0312432 | Time: 9177.6 ms
[2022-02-15 01:55:16 main:574] : INFO : Epoch 1664 | loss: 0.0312395 | val_loss: 0.0312432 | Time: 9165.87 ms
[2022-02-15 01:55:25 main:574] : INFO : Epoch 1665 | loss: 0.0312399 | val_loss: 0.031242 | Time: 9145.18 ms
[2022-02-15 01:55:34 main:574] : INFO : Epoch 1666 | loss: 0.0312395 | val_loss: 0.031242 | Time: 9215.2 ms
[2022-02-15 01:55:43 main:574] : INFO : Epoch 1667 | loss: 0.0312396 | val_loss: 0.0312417 | Time: 9109.7 ms
[2022-02-15 01:55:52 main:574] : INFO : Epoch 1668 | loss: 0.0312411 | val_loss: 0.0312432 | Time: 9125.41 ms
[2022-02-15 01:56:01 main:574] : INFO : Epoch 1669 | loss: 0.0312399 | val_loss: 0.0312447 | Time: 9117.91 ms
[2022-02-15 01:56:11 main:574] : INFO : Epoch 1670 | loss: 0.03124 | val_loss: 0.0312425 | Time: 9198.52 ms
[2022-02-15 01:56:20 main:574] : INFO : Epoch 1671 | loss: 0.0312399 | val_loss: 0.0312415 | Time: 9149.42 ms
[2022-02-15 01:56:29 main:574] : INFO : Epoch 1672 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 9133.37 ms
[2022-02-15 01:56:38 main:574] : INFO : Epoch 1673 | loss: 0.0312405 | val_loss: 0.0312424 | Time: 9107.13 ms
[2022-02-15 01:56:47 main:574] : INFO : Epoch 1674 | loss: 0.0312399 | val_loss: 0.0312425 | Time: 9210.05 ms
[2022-02-15 01:56:56 main:574] : INFO : Epoch 1675 | loss: 0.03124 | val_loss: 0.0312439 | Time: 9124.43 ms
[2022-02-15 01:57:06 main:574] : INFO : Epoch 1676 | loss: 0.0312432 | val_loss: 0.0312412 | Time: 9148.88 ms
[2022-02-15 01:57:15 main:574] : INFO : Epoch 1677 | loss: 0.0312427 | val_loss: 0.0312533 | Time: 9108.68 ms
[2022-02-15 01:57:24 main:574] : INFO : Epoch 1678 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 9289.86 ms
[2022-02-15 01:57:33 main:574] : INFO : Epoch 1679 | loss: 0.0312433 | val_loss: 0.0312436 | Time: 9114.12 ms
[2022-02-15 01:57:42 main:574] : INFO : Epoch 1680 | loss: 0.0312417 | val_loss: 0.031244 | Time: 9166.69 ms
[2022-02-15 01:57:51 main:574] : INFO : Epoch 1681 | loss: 0.0312404 | val_loss: 0.0312426 | Time: 9111.82 ms
[2022-02-15 01:58:01 main:574] : INFO : Epoch 1682 | loss: 0.0312402 | val_loss: 0.0312421 | Time: 9121.99 ms
[2022-02-15 01:58:10 main:574] : INFO : Epoch 1683 | loss: 0.0312397 | val_loss: 0.0312415 | Time: 9119.44 ms
[2022-02-15 01:58:19 main:574] : INFO : Epoch 1684 | loss: 0.031241 | val_loss: 0.0312451 | Time: 9135.55 ms
[2022-02-15 01:58:28 main:574] : INFO : Epoch 1685 | loss: 0.0312419 | val_loss: 0.0312412 | Time: 9127.86 ms
[2022-02-15 01:58:37 main:574] : INFO : Epoch 1686 | loss: 0.0312394 | val_loss: 0.0312432 | Time: 9128.17 ms
[2022-02-15 01:58:59 main:574] : INFO : Epoch 1687 | loss: 0.0312394 | val_loss: 0.0312426 | Time: 21633.1 ms
[2022-02-15 02:59:45 main:574] : INFO : Epoch 1688 | loss: 0.0312396 | val_loss: 0.0312442 | Time: 45268.7 ms
[2022-02-15 02:59:58 main:574] : INFO : Epoch 1689 | loss: 0.0312416 | val_loss: 0.0312412 | Time: 12955.9 ms
[2022-02-15 03:00:07 main:574] : INFO : Epoch 1690 | loss: 0.0312402 | val_loss: 0.0312415 | Time: 9494.16 ms
[2022-02-15 03:00:16 main:574] : INFO : Epoch 1691 | loss: 0.0312404 | val_loss: 0.0312454 | Time: 8388.54 ms
[2022-02-15 03:00:31 main:574] : INFO : Epoch 1692 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 15230.6 ms
[2022-02-15 03:00:40 main:574] : INFO : Epoch 1693 | loss: 0.0312409 | val_loss: 0.0312429 | Time: 9467.26 ms
[2022-02-15 03:00:49 main:574] : INFO : Epoch 1694 | loss: 0.03124 | val_loss: 0.0312412 | Time: 9100.18 ms
[2022-02-15 03:00:59 main:574] : INFO : Epoch 1695 | loss: 0.0312397 | val_loss: 0.031242 | Time: 9933.73 ms
[2022-02-15 03:01:12 main:574] : INFO : Epoch 1696 | loss: 0.0312399 | val_loss: 0.0312415 | Time: 12556.6 ms
[2022-02-15 03:01:20 main:574] : INFO : Epoch 1697 | loss: 0.0312399 | val_loss: 0.0312413 | Time: 8521.19 ms
[2022-02-15 03:01:29 main:574] : INFO : Epoch 1698 | loss: 0.0312393 | val_loss: 0.0312423 | Time: 8917.67 ms
[2022-02-15 03:01:38 main:574] : INFO : Epoch 1699 | loss: 0.0312398 | val_loss: 0.0312446 | Time: 8647.18 ms
[2022-02-15 03:01:46 main:574] : INFO : Epoch 1700 | loss: 0.0312408 | val_loss: 0.0312436 | Time: 7901.37 ms
[2022-02-15 03:01:54 main:574] : INFO : Epoch 1701 | loss: 0.0312399 | val_loss: 0.0312429 | Time: 7856.29 ms
[2022-02-15 03:02:02 main:574] : INFO : Epoch 1702 | loss: 0.0312393 | val_loss: 0.0312412 | Time: 8090.75 ms
[2022-02-15 03:02:10 main:574] : INFO : Epoch 1703 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 8228.66 ms
[2022-02-15 03:02:18 main:574] : INFO : Epoch 1704 | loss: 0.0312407 | val_loss: 0.0312423 | Time: 8204.39 ms
[2022-02-15 03:02:28 main:574] : INFO : Epoch 1705 | loss: 0.0312396 | val_loss: 0.0312425 | Time: 9222.23 ms
[2022-02-15 03:02:37 main:574] : INFO : Epoch 1706 | loss: 0.0312394 | val_loss: 0.0312422 | Time: 9188.92 ms
[2022-02-15 03:02:46 main:574] : INFO : Epoch 1707 | loss: 0.0312393 | val_loss: 0.0312416 | Time: 9173.44 ms
[2022-02-15 03:02:55 main:574] : INFO : Epoch 1708 | loss: 0.0312397 | val_loss: 0.0312416 | Time: 9195.75 ms
[2022-02-15 03:03:04 main:574] : INFO : Epoch 1709 | loss: 0.0312393 | val_loss: 0.031242 | Time: 9116.24 ms
[2022-02-15 03:03:13 main:574] : INFO : Epoch 1710 | loss: 0.0312406 | val_loss: 0.0312422 | Time: 9164.71 ms
[2022-02-15 03:03:23 main:574] : INFO : Epoch 1711 | loss: 0.03124 | val_loss: 0.0312437 | Time: 9127.87 ms
[2022-02-15 03:03:32 main:574] : INFO : Epoch 1712 | loss: 0.0312397 | val_loss: 0.0312419 | Time: 9254.04 ms
[2022-02-15 03:03:41 main:574] : INFO : Epoch 1713 | loss: 0.03124 | val_loss: 0.0312416 | Time: 9126.65 ms
[2022-02-15 03:03:50 main:574] : INFO : Epoch 1714 | loss: 0.0312402 | val_loss: 0.0312414 | Time: 9188.28 ms
[2022-02-15 03:04:00 main:574] : INFO : Epoch 1715 | loss: 0.0312395 | val_loss: 0.0312414 | Time: 9288.73 ms
[2022-02-15 03:04:09 main:574] : INFO : Epoch 1716 | loss: 0.0312403 | val_loss: 0.0312413 | Time: 9154.89 ms
[2022-02-15 03:04:18 main:574] : INFO : Epoch 1717 | loss: 0.0312415 | val_loss: 0.0312419 | Time: 9174.29 ms
[2022-02-15 03:04:27 main:574] : INFO : Epoch 1718 | loss: 0.031241 | val_loss: 0.0312423 | Time: 9135.32 ms
[2022-02-15 03:04:36 main:574] : INFO : Epoch 1719 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 9332.62 ms
[2022-02-15 03:04:46 main:574] : INFO : Epoch 1720 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 9137.36 ms
[2022-02-15 03:04:55 main:574] : INFO : Epoch 1721 | loss: 0.03124 | val_loss: 0.0312425 | Time: 9145.17 ms
[2022-02-15 03:05:04 main:574] : INFO : Epoch 1722 | loss: 0.0312392 | val_loss: 0.0312423 | Time: 9163.33 ms
[2022-02-15 03:05:13 main:574] : INFO : Epoch 1723 | loss: 0.03124 | val_loss: 0.0312446 | Time: 9165.33 ms
[2022-02-15 03:05:22 main:574] : INFO : Epoch 1724 | loss: 0.0312403 | val_loss: 0.0312418 | Time: 9127.58 ms
[2022-02-15 03:05:31 main:574] : INFO : Epoch 1725 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 9144.8 ms
[2022-02-15 03:05:40 main:574] : INFO : Epoch 1726 | loss: 0.0312407 | val_loss: 0.0312419 | Time: 9099.51 ms
[2022-02-15 03:05:50 main:574] : INFO : Epoch 1727 | loss: 0.0312393 | val_loss: 0.0312415 | Time: 9188.22 ms
[2022-02-15 03:05:59 main:574] : INFO : Epoch 1728 | loss: 0.0312396 | val_loss: 0.0312417 | Time: 9129.46 ms
[2022-02-15 03:06:08 main:574] : INFO : Epoch 1729 | loss: 0.0312395 | val_loss: 0.0312413 | Time: 9122.47 ms
[2022-02-15 03:06:17 main:574] : INFO : Epoch 1730 | loss: 0.0312396 | val_loss: 0.0312445 | Time: 9149.49 ms
[2022-02-15 03:06:26 main:574] : INFO : Epoch 1731 | loss: 0.0312413 | val_loss: 0.0312413 | Time: 9354.99 ms
[2022-02-15 03:06:36 main:574] : INFO : Epoch 1732 | loss: 0.0312391 | val_loss: 0.0312436 | Time: 9190.88 ms
[2022-02-15 03:06:45 main:574] : INFO : Epoch 1733 | loss: 0.0312395 | val_loss: 0.0312426 | Time: 9141.81 ms
[2022-02-15 03:06:54 main:574] : INFO : Epoch 1734 | loss: 0.0312392 | val_loss: 0.0312411 | Time: 9156.86 ms
[2022-02-15 03:07:03 main:574] : INFO : Epoch 1735 | loss: 0.0312392 | val_loss: 0.0312431 | Time: 9420.78 ms
[2022-02-15 03:07:13 main:574] : INFO : Epoch 1736 | loss: 0.0312393 | val_loss: 0.0312424 | Time: 9477.09 ms
[2022-02-15 03:07:22 main:574] : INFO : Epoch 1737 | loss: 0.0312397 | val_loss: 0.0312431 | Time: 9131.19 ms
[2022-02-15 03:07:31 main:574] : INFO : Epoch 1738 | loss: 0.0312396 | val_loss: 0.0312422 | Time: 9178.61 ms
[2022-02-15 03:07:40 main:574] : INFO : Epoch 1739 | loss: 0.0312393 | val_loss: 0.0312413 | Time: 9117.46 ms
[2022-02-15 03:07:49 main:574] : INFO : Epoch 1740 | loss: 0.0312398 | val_loss: 0.0312415 | Time: 9109.86 ms
[2022-02-15 03:07:59 main:574] : INFO : Epoch 1741 | loss: 0.0312396 | val_loss: 0.0312415 | Time: 9121.85 ms
[2022-02-15 03:08:08 main:574] : INFO : Epoch 1742 | loss: 0.0312395 | val_loss: 0.0312429 | Time: 9140.28 ms
[2022-02-15 03:08:17 main:574] : INFO : Epoch 1743 | loss: 0.0312393 | val_loss: 0.0312416 | Time: 9170.5 ms
[2022-02-15 03:08:26 main:574] : INFO : Epoch 1744 | loss: 0.0312396 | val_loss: 0.0312432 | Time: 9115.6 ms
[2022-02-15 03:08:35 main:574] : INFO : Epoch 1745 | loss: 0.0312401 | val_loss: 0.0312426 | Time: 9159.42 ms
[2022-02-15 03:08:44 main:574] : INFO : Epoch 1746 | loss: 0.0312393 | val_loss: 0.0312425 | Time: 9191.96 ms
[2022-02-15 03:08:54 main:574] : INFO : Epoch 1747 | loss: 0.0312404 | val_loss: 0.0312416 | Time: 9126.92 ms
[2022-02-15 03:09:03 main:574] : INFO : Epoch 1748 | loss: 0.0312415 | val_loss: 0.0312416 | Time: 9269.28 ms
[2022-02-15 03:09:12 main:574] : INFO : Epoch 1749 | loss: 0.0312407 | val_loss: 0.0312422 | Time: 9267.23 ms
[2022-02-15 03:09:21 main:574] : INFO : Epoch 1750 | loss: 0.0312399 | val_loss: 0.0312416 | Time: 9195.39 ms
[2022-02-15 03:09:31 main:574] : INFO : Epoch 1751 | loss: 0.0312402 | val_loss: 0.0312424 | Time: 9199.58 ms
[2022-02-15 03:09:40 main:574] : INFO : Epoch 1752 | loss: 0.0312412 | val_loss: 0.0312464 | Time: 9165.65 ms
[2022-02-15 03:09:49 main:574] : INFO : Epoch 1753 | loss: 0.0312426 | val_loss: 0.0312469 | Time: 9135.28 ms
[2022-02-15 03:09:58 main:574] : INFO : Epoch 1754 | loss: 0.0312405 | val_loss: 0.0312431 | Time: 9190.25 ms
[2022-02-15 03:10:07 main:574] : INFO : Epoch 1755 | loss: 0.03124 | val_loss: 0.0312432 | Time: 9189.12 ms
[2022-02-15 03:10:16 main:574] : INFO : Epoch 1756 | loss: 0.0312399 | val_loss: 0.0312419 | Time: 9163.06 ms
[2022-02-15 03:10:26 main:574] : INFO : Epoch 1757 | loss: 0.0312393 | val_loss: 0.0312432 | Time: 9163.91 ms
[2022-02-15 03:10:35 main:574] : INFO : Epoch 1758 | loss: 0.0312413 | val_loss: 0.0312414 | Time: 9179.13 ms
[2022-02-15 03:10:44 main:574] : INFO : Epoch 1759 | loss: 0.03124 | val_loss: 0.0312425 | Time: 9114.58 ms
[2022-02-15 03:10:53 main:574] : INFO : Epoch 1760 | loss: 0.0312404 | val_loss: 0.0312444 | Time: 9129.4 ms
[2022-02-15 03:11:02 main:574] : INFO : Epoch 1761 | loss: 0.0312403 | val_loss: 0.0312445 | Time: 9101.53 ms
[2022-02-15 03:11:11 main:574] : INFO : Epoch 1762 | loss: 0.0312396 | val_loss: 0.0312413 | Time: 9149.59 ms
[2022-02-15 03:11:20 main:574] : INFO : Epoch 1763 | loss: 0.0312404 | val_loss: 0.0312425 | Time: 9089.32 ms
[2022-02-15 03:11:30 main:574] : INFO : Epoch 1764 | loss: 0.0312398 | val_loss: 0.0312424 | Time: 9150.18 ms
[2022-02-15 03:11:39 main:574] : INFO : Epoch 1765 | loss: 0.0312403 | val_loss: 0.0312421 | Time: 9164.19 ms
[2022-02-15 03:11:48 main:574] : INFO : Epoch 1766 | loss: 0.0312413 | val_loss: 0.0312413 | Time: 9099.25 ms
[2022-02-15 03:11:57 main:574] : INFO : Epoch 1767 | loss: 0.0312399 | val_loss: 0.0312416 | Time: 9231.59 ms
[2022-02-15 03:12:06 main:574] : INFO : Epoch 1768 | loss: 0.0312418 | val_loss: 0.0312427 | Time: 9113.48 ms
[2022-02-15 03:12:16 main:574] : INFO : Epoch 1769 | loss: 0.0312402 | val_loss: 0.0312423 | Time: 9180.58 ms
[2022-02-15 03:12:25 main:574] : INFO : Epoch 1770 | loss: 0.0312395 | val_loss: 0.0312438 | Time: 9158.1 ms
[2022-02-15 03:12:34 main:574] : INFO : Epoch 1771 | loss: 0.0312399 | val_loss: 0.0312429 | Time: 9232.18 ms
[2022-02-15 03:12:43 main:574] : INFO : Epoch 1772 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 9142.63 ms
[2022-02-15 03:12:52 main:574] : INFO : Epoch 1773 | loss: 0.0312427 | val_loss: 0.0312421 | Time: 9186.51 ms
[2022-02-15 03:13:02 main:574] : INFO : Epoch 1774 | loss: 0.0312421 | val_loss: 0.0312417 | Time: 9182.23 ms
[2022-02-15 03:13:11 main:574] : INFO : Epoch 1775 | loss: 0.0312402 | val_loss: 0.0312418 | Time: 9116.01 ms
[2022-02-15 03:13:20 main:574] : INFO : Epoch 1776 | loss: 0.0312411 | val_loss: 0.0312435 | Time: 9126.83 ms
[2022-02-15 03:13:29 main:574] : INFO : Epoch 1777 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 9179.72 ms
[2022-02-15 03:13:38 main:574] : INFO : Epoch 1778 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 9235.82 ms
[2022-02-15 03:13:47 main:574] : INFO : Epoch 1779 | loss: 0.0312406 | val_loss: 0.0312416 | Time: 9111.28 ms
[2022-02-15 03:13:57 main:574] : INFO : Epoch 1780 | loss: 0.0312425 | val_loss: 0.0312528 | Time: 9156.73 ms
[2022-02-15 03:14:06 main:574] : INFO : Epoch 1781 | loss: 0.0312423 | val_loss: 0.0312443 | Time: 9140.36 ms
[2022-02-15 03:14:15 main:574] : INFO : Epoch 1782 | loss: 0.0312412 | val_loss: 0.0312425 | Time: 9225.04 ms
[2022-02-15 03:14:24 main:574] : INFO : Epoch 1783 | loss: 0.0312404 | val_loss: 0.031245 | Time: 9171.84 ms
[2022-02-15 03:14:33 main:574] : INFO : Epoch 1784 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 9110.54 ms
[2022-02-15 03:14:43 main:574] : INFO : Epoch 1785 | loss: 0.0312419 | val_loss: 0.0312415 | Time: 9381.83 ms
[2022-02-15 03:14:52 main:574] : INFO : Epoch 1786 | loss: 0.0312396 | val_loss: 0.0312422 | Time: 9196.61 ms
[2022-02-15 03:15:01 main:574] : INFO : Epoch 1787 | loss: 0.0312394 | val_loss: 0.0312423 | Time: 9332.89 ms
[2022-02-15 03:15:10 main:574] : INFO : Epoch 1788 | loss: 0.0312394 | val_loss: 0.0312415 | Time: 9192.38 ms
[2022-02-15 03:15:19 main:574] : INFO : Epoch 1789 | loss: 0.0312391 | val_loss: 0.0312414 | Time: 9101.42 ms
[2022-02-15 03:15:29 main:574] : INFO : Epoch 1790 | loss: 0.0312406 | val_loss: 0.0312485 | Time: 9133.62 ms
[2022-02-15 03:15:38 main:574] : INFO : Epoch 1791 | loss: 0.0312411 | val_loss: 0.0312461 | Time: 9177.21 ms
[2022-02-15 03:15:47 main:574] : INFO : Epoch 1792 | loss: 0.0312405 | val_loss: 0.0312435 | Time: 9210.38 ms
[2022-02-15 03:15:56 main:574] : INFO : Epoch 1793 | loss: 0.0312407 | val_loss: 0.031244 | Time: 9181.91 ms
[2022-02-15 03:16:05 main:574] : INFO : Epoch 1794 | loss: 0.0312395 | val_loss: 0.0312416 | Time: 9159.61 ms
[2022-02-15 03:16:15 main:574] : INFO : Epoch 1795 | loss: 0.0312402 | val_loss: 0.031244 | Time: 9129.62 ms
[2022-02-15 03:16:24 main:574] : INFO : Epoch 1796 | loss: 0.031242 | val_loss: 0.0312418 | Time: 9125.12 ms
[2022-02-15 03:16:33 main:574] : INFO : Epoch 1797 | loss: 0.0312424 | val_loss: 0.031242 | Time: 9122.26 ms
[2022-02-15 03:16:42 main:574] : INFO : Epoch 1798 | loss: 0.0312403 | val_loss: 0.0312421 | Time: 9156.92 ms
[2022-02-15 03:16:51 main:574] : INFO : Epoch 1799 | loss: 0.03124 | val_loss: 0.0312423 | Time: 9109.4 ms
[2022-02-15 03:17:00 main:574] : INFO : Epoch 1800 | loss: 0.0312399 | val_loss: 0.0312421 | Time: 9130.92 ms
[2022-02-15 03:17:09 main:574] : INFO : Epoch 1801 | loss: 0.0312404 | val_loss: 0.031242 | Time: 9119.01 ms
[2022-02-15 03:17:19 main:574] : INFO : Epoch 1802 | loss: 0.0312395 | val_loss: 0.0312417 | Time: 9154.63 ms
[2022-02-15 03:17:28 main:574] : INFO : Epoch 1803 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 9179.7 ms
[2022-02-15 03:17:37 main:574] : INFO : Epoch 1804 | loss: 0.0312398 | val_loss: 0.0312414 | Time: 9216.23 ms
[2022-02-15 03:17:46 main:574] : INFO : Epoch 1805 | loss: 0.0312402 | val_loss: 0.031243 | Time: 9105.32 ms
[2022-02-15 03:17:55 main:574] : INFO : Epoch 1806 | loss: 0.0312395 | val_loss: 0.0312422 | Time: 9150.45 ms
[2022-02-15 03:18:04 main:574] : INFO : Epoch 1807 | loss: 0.0312395 | val_loss: 0.0312422 | Time: 9116.57 ms
[2022-02-15 03:18:14 main:574] : INFO : Epoch 1808 | loss: 0.0312394 | val_loss: 0.0312419 | Time: 9129.44 ms
[2022-02-15 03:18:23 main:574] : INFO : Epoch 1809 | loss: 0.0312402 | val_loss: 0.0312435 | Time: 9300.71 ms
[2022-02-15 03:18:32 main:574] : INFO : Epoch 1810 | loss: 0.0312397 | val_loss: 0.0312417 | Time: 9106.01 ms
[2022-02-15 03:18:41 main:574] : INFO : Epoch 1811 | loss: 0.0312394 | val_loss: 0.0312427 | Time: 9112.44 ms
[2022-02-15 03:18:50 main:574] : INFO : Epoch 1812 | loss: 0.0312407 | val_loss: 0.0312418 | Time: 9213.19 ms
[2022-02-15 03:19:00 main:574] : INFO : Epoch 1813 | loss: 0.031241 | val_loss: 0.0312443 | Time: 9204.23 ms
[2022-02-15 03:19:09 main:574] : INFO : Epoch 1814 | loss: 0.0312484 | val_loss: 0.03127 | Time: 9106.13 ms
[2022-02-15 03:19:18 main:574] : INFO : Epoch 1815 | loss: 0.0312641 | val_loss: 0.0313001 | Time: 9160.77 ms
[2022-02-15 03:19:27 main:574] : INFO : Epoch 1816 | loss: 0.0405114 | val_loss: 0.0481949 | Time: 9145.73 ms
[2022-02-15 03:19:36 main:574] : INFO : Epoch 1817 | loss: 0.0413823 | val_loss: 0.0462134 | Time: 9384.91 ms
[2022-02-15 03:19:46 main:574] : INFO : Epoch 1818 | loss: 0.0350768 | val_loss: 0.0317113 | Time: 9141.34 ms
[2022-02-15 03:19:55 main:574] : INFO : Epoch 1819 | loss: 0.0316888 | val_loss: 0.0313406 | Time: 9102.23 ms
[2022-02-15 03:20:04 main:574] : INFO : Epoch 1820 | loss: 0.0313389 | val_loss: 0.0312958 | Time: 9488.99 ms
[2022-02-15 03:20:13 main:574] : INFO : Epoch 1821 | loss: 0.0312734 | val_loss: 0.0312605 | Time: 9175.49 ms
[2022-02-15 03:20:22 main:574] : INFO : Epoch 1822 | loss: 0.031258 | val_loss: 0.0312562 | Time: 9143.43 ms
[2022-02-15 03:20:32 main:574] : INFO : Epoch 1823 | loss: 0.0312535 | val_loss: 0.0312536 | Time: 9119.42 ms
[2022-02-15 03:20:41 main:574] : INFO : Epoch 1824 | loss: 0.0312516 | val_loss: 0.0312524 | Time: 9227.4 ms
[2022-02-15 03:20:50 main:574] : INFO : Epoch 1825 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 9122.16 ms
[2022-02-15 03:20:59 main:574] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 9269.56 ms
[2022-02-15 03:21:08 main:574] : INFO : Epoch 1827 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 9138.47 ms
[2022-02-15 03:21:18 main:574] : INFO : Epoch 1828 | loss: 0.031249 | val_loss: 0.0312507 | Time: 9269 ms
[2022-02-15 03:21:27 main:574] : INFO : Epoch 1829 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 9158.21 ms
[2022-02-15 03:21:36 main:574] : INFO : Epoch 1830 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 9127.79 ms
[2022-02-15 03:21:45 main:574] : INFO : Epoch 1831 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 9148.44 ms
[2022-02-15 03:21:54 main:574] : INFO : Epoch 1832 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 9229.88 ms
[2022-02-15 03:22:04 main:574] : INFO : Epoch 1833 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 9205.69 ms
[2022-02-15 03:22:13 main:574] : INFO : Epoch 1834 | loss: 0.0312477 | val_loss: 0.031248 | Time: 9096.23 ms
[2022-02-15 03:22:22 main:574] : INFO : Epoch 1835 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 9142.64 ms
[2022-02-15 03:22:32 main:574] : INFO : Epoch 1836 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 9824.64 ms
[2022-02-15 03:22:41 main:574] : INFO : Epoch 1837 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 9503.73 ms
[2022-02-15 03:22:51 main:574] : INFO : Epoch 1838 | loss: 0.031247 | val_loss: 0.0312472 | Time: 10212.7 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce 840M)
[2022-02-15 14:19:50 main:435] : INFO : Set logging level to 1
[2022-02-15 14:19:50 main:441] : INFO : Running in BOINC Client mode
[2022-02-15 14:19:50 main:444] : INFO : Resolving all filenames
[2022-02-15 14:19:51 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-02-15 14:19:52 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-02-15 14:19:53 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-02-15 14:19:55 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-02-15 14:19:57 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-02-15 14:19:57 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-02-15 14:19:57 main:474] : INFO : Configuration:
[2022-02-15 14:19:57 main:475] : INFO : Model type: GRU
[2022-02-15 14:19:57 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-02-15 14:19:57 main:477] : INFO : Max Epochs: 2048
[2022-02-15 14:19:58 main:478] : INFO : Batch Size: 128
[2022-02-15 14:19:58 main:479] : INFO : Learning Rate: 0.01
[2022-02-15 14:20:02 main:480] : INFO : Patience: 10
[2022-02-15 14:20:02 main:481] : INFO : Hidden Width: 12
[2022-02-15 14:20:02 main:482] : INFO : # Recurrent Layers: 4
[2022-02-15 14:20:02 main:483] : INFO : # Backend Layers: 4
[2022-02-15 14:20:02 main:484] : INFO : # Threads: 1
[2022-02-15 14:20:02 main:486] : INFO : Preparing Dataset
[2022-02-15 14:20:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-02-15 14:21:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-02-15 14:21:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-02-15 14:21:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-02-15 14:21:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-02-15 14:21:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-02-15 14:21:50 main:494] : INFO : Creating Model
[2022-02-15 14:21:50 main:507] : INFO : Preparing config file
[2022-02-15 14:21:50 main:511] : INFO : Found checkpoint, attempting to load...
[2022-02-15 14:21:50 main:512] : INFO : Loading config
[2022-02-15 14:21:50 main:514] : INFO : Loading state
[2022-02-15 14:21:56 main:559] : INFO : Loading DataLoader into Memory
[2022-02-15 14:21:56 main:562] : INFO : Starting Training
[2022-02-15 14:22:05 main:574] : INFO : Epoch 1829 | loss: 0.0316005 | val_loss: 0.0313046 | Time: 9390.58 ms
[2022-02-15 14:22:13 main:574] : INFO : Epoch 1830 | loss: 0.0312774 | val_loss: 0.0312453 | Time: 7553.98 ms
[2022-02-15 14:22:26 main:574] : INFO : Epoch 1831 | loss: 0.0312393 | val_loss: 0.0312324 | Time: 13399.2 ms
[2022-02-15 14:22:39 main:574] : INFO : Epoch 1832 | loss: 0.0312258 | val_loss: 0.0312206 | Time: 13420 ms
[2022-02-15 14:22:56 main:574] : INFO : Epoch 1833 | loss: 0.0312191 | val_loss: 0.0312195 | Time: 16402.9 ms
[2022-02-15 14:23:05 main:574] : INFO : Epoch 1834 | loss: 0.0312176 | val_loss: 0.0312107 | Time: 9444.01 ms
[2022-02-15 14:23:13 main:574] : INFO : Epoch 1835 | loss: 0.0312113 | val_loss: 0.0312076 | Time: 7599.58 ms
[2022-02-15 14:23:21 main:574] : INFO : Epoch 1836 | loss: 0.0312107 | val_loss: 0.031208 | Time: 8127.23 ms
[2022-02-15 14:23:29 main:574] : INFO : Epoch 1837 | loss: 0.0312101 | val_loss: 0.0312044 | Time: 8322.48 ms
[2022-02-15 14:23:37 main:574] : INFO : Epoch 1838 | loss: 0.0312064 | val_loss: 0.0312026 | Time: 7745.53 ms
[2022-02-15 14:23:45 main:574] : INFO : Epoch 1839 | loss: 0.0312054 | val_loss: 0.0312011 | Time: 7759.47 ms
[2022-02-15 14:23:53 main:574] : INFO : Epoch 1840 | loss: 0.0312062 | val_loss: 0.0312023 | Time: 8059.93 ms
[2022-02-15 14:24:01 main:574] : INFO : Epoch 1841 | loss: 0.0312152 | val_loss: 0.031204 | Time: 7751.34 ms
[2022-02-15 14:24:11 main:574] : INFO : Epoch 1842 | loss: 0.0312018 | val_loss: 0.0311999 | Time: 10359.5 ms
[2022-02-15 14:24:22 main:574] : INFO : Epoch 1843 | loss: 0.0312009 | val_loss: 0.0311981 | Time: 11245 ms
[2022-02-15 14:24:34 main:574] : INFO : Epoch 1844 | loss: 0.031201 | val_loss: 0.031198 | Time: 11778 ms
[2022-02-15 14:24:45 main:574] : INFO : Epoch 1845 | loss: 0.0311994 | val_loss: 0.0311978 | Time: 10467 ms
[2022-02-15 14:24:53 main:574] : INFO : Epoch 1846 | loss: 0.0311988 | val_loss: 0.031203 | Time: 8026.43 ms
[2022-02-15 14:25:01 main:574] : INFO : Epoch 1847 | loss: 0.0312017 | val_loss: 0.0311998 | Time: 8035.65 ms
[2022-02-15 14:25:09 main:574] : INFO : Epoch 1848 | loss: 0.0312011 | val_loss: 0.0311958 | Time: 8318.14 ms
[2022-02-15 14:25:18 main:574] : INFO : Epoch 1849 | loss: 0.0312024 | val_loss: 0.0311975 | Time: 8804.7 ms
[2022-02-15 14:25:26 main:574] : INFO : Epoch 1850 | loss: 0.0312009 | val_loss: 0.0312033 | Time: 7865.94 ms
[2022-02-15 14:25:34 main:574] : INFO : Epoch 1851 | loss: 0.031201 | val_loss: 0.0311963 | Time: 7831.5 ms
[2022-02-15 14:25:43 main:574] : INFO : Epoch 1852 | loss: 0.0311932 | val_loss: 0.0311877 | Time: 8724.73 ms
[2022-02-15 14:25:59 main:574] : INFO : Epoch 1853 | loss: 0.0311895 | val_loss: 0.0311872 | Time: 16379.7 ms
[2022-02-15 14:26:07 main:574] : INFO : Epoch 1854 | loss: 0.031187 | val_loss: 0.0311872 | Time: 7939.67 ms
[2022-02-15 14:26:16 main:574] : INFO : Epoch 1855 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 8326.6 ms
[2022-02-15 14:26:25 main:574] : INFO : Epoch 1856 | loss: 0.0311953 | val_loss: 0.0311918 | Time: 9157.82 ms
[2022-02-15 14:26:32 main:574] : INFO : Epoch 1857 | loss: 0.0311939 | val_loss: 0.0311881 | Time: 7711.78 ms
[2022-02-15 14:26:40 main:574] : INFO : Epoch 1858 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 7404.73 ms
[2022-02-15 14:26:48 main:574] : INFO : Epoch 1859 | loss: 0.0311897 | val_loss: 0.0311873 | Time: 7721.22 ms
[2022-02-15 14:26:55 main:574] : INFO : Epoch 1860 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 7455.73 ms
[2022-02-15 14:27:03 main:574] : INFO : Epoch 1861 | loss: 0.0311885 | val_loss: 0.031191 | Time: 7401.54 ms
[2022-02-15 14:27:10 main:574] : INFO : Epoch 1862 | loss: 0.0311873 | val_loss: 0.0311831 | Time: 7516.61 ms
[2022-02-15 14:27:18 main:574] : INFO : Epoch 1863 | loss: 0.0311844 | val_loss: 0.0311836 | Time: 7635.17 ms
[2022-02-15 14:27:25 main:574] : INFO : Epoch 1864 | loss: 0.0311821 | val_loss: 0.0311808 | Time: 7288.32 ms
[2022-02-15 14:27:32 main:574] : INFO : Epoch 1865 | loss: 0.0311832 | val_loss: 0.0311791 | Time: 7350.88 ms
[2022-02-15 14:27:40 main:574] : INFO : Epoch 1866 | loss: 0.0311842 | val_loss: 0.0311878 | Time: 7348.97 ms
[2022-02-15 14:27:47 main:574] : INFO : Epoch 1867 | loss: 0.0311824 | val_loss: 0.0311773 | Time: 7327.05 ms
[2022-02-15 14:27:55 main:574] : INFO : Epoch 1868 | loss: 0.0311793 | val_loss: 0.0311966 | Time: 7572.46 ms
[2022-02-15 14:28:02 main:574] : INFO : Epoch 1869 | loss: 0.0311822 | val_loss: 0.0311755 | Time: 7322.66 ms
[2022-02-15 14:28:09 main:574] : INFO : Epoch 1870 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 7300.33 ms
[2022-02-15 14:28:17 main:574] : INFO : Epoch 1871 | loss: 0.0311769 | val_loss: 0.0311745 | Time: 7300.29 ms
[2022-02-15 14:28:24 main:574] : INFO : Epoch 1872 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 7542.01 ms
[2022-02-15 14:28:32 main:574] : INFO : Epoch 1873 | loss: 0.031176 | val_loss: 0.0311729 | Time: 7380.15 ms
[2022-02-15 14:28:39 main:574] : INFO : Epoch 1874 | loss: 0.0311748 | val_loss: 0.0311736 | Time: 7445 ms
[2022-02-15 14:28:46 main:574] : INFO : Epoch 1875 | loss: 0.0311748 | val_loss: 0.0311719 | Time: 7364.88 ms
[2022-02-15 14:28:54 main:574] : INFO : Epoch 1876 | loss: 0.0311763 | val_loss: 0.0311737 | Time: 7372.11 ms
[2022-02-15 14:29:01 main:574] : INFO : Epoch 1877 | loss: 0.0311773 | val_loss: 0.0311756 | Time: 7595.25 ms
[2022-02-15 14:29:09 main:574] : INFO : Epoch 1878 | loss: 0.0311771 | val_loss: 0.0311755 | Time: 7441.06 ms
[2022-02-15 14:29:16 main:574] : INFO : Epoch 1879 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 7488.47 ms
[2022-02-15 14:29:25 main:574] : INFO : Epoch 1880 | loss: 0.031177 | val_loss: 0.0311723 | Time: 8394.77 ms
[2022-02-15 14:29:33 main:574] : INFO : Epoch 1881 | loss: 0.0311773 | val_loss: 0.0311777 | Time: 7785.58 ms
[2022-02-15 14:29:40 main:574] : INFO : Epoch 1882 | loss: 0.0311789 | val_loss: 0.0311771 | Time: 7360.02 ms
[2022-02-15 14:29:47 main:574] : INFO : Epoch 1883 | loss: 0.0311756 | val_loss: 0.0311721 | Time: 7412.33 ms
[2022-02-15 14:29:55 main:574] : INFO : Epoch 1884 | loss: 0.0311724 | val_loss: 0.0311711 | Time: 7496.52 ms
[2022-02-15 14:30:02 main:574] : INFO : Epoch 1885 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 7556 ms
[2022-02-15 14:30:10 main:574] : INFO : Epoch 1886 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 7746.13 ms
[2022-02-15 14:30:18 main:574] : INFO : Epoch 1887 | loss: 0.0311698 | val_loss: 0.0311696 | Time: 7581.19 ms
[2022-02-15 14:30:25 main:574] : INFO : Epoch 1888 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 7469.29 ms
[2022-02-15 14:30:33 main:574] : INFO : Epoch 1889 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 7396.26 ms
[2022-02-15 14:30:40 main:574] : INFO : Epoch 1890 | loss: 0.0311713 | val_loss: 0.0311691 | Time: 7814.86 ms
[2022-02-15 14:30:48 main:574] : INFO : Epoch 1891 | loss: 0.0311671 | val_loss: 0.0311698 | Time: 7459.2 ms
[2022-02-15 14:30:55 main:574] : INFO : Epoch 1892 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 7474.33 ms
[2022-02-15 14:31:03 main:574] : INFO : Epoch 1893 | loss: 0.0311666 | val_loss: 0.0311692 | Time: 7564.12 ms
[2022-02-15 14:31:10 main:574] : INFO : Epoch 1894 | loss: 0.0311659 | val_loss: 0.0311687 | Time: 7481.26 ms
[2022-02-15 14:31:18 main:574] : INFO : Epoch 1895 | loss: 0.0311663 | val_loss: 0.0311691 | Time: 7677.21 ms
[2022-02-15 14:31:26 main:574] : INFO : Epoch 1896 | loss: 0.0311653 | val_loss: 0.031168 | Time: 7463.99 ms
[2022-02-15 14:31:33 main:574] : INFO : Epoch 1897 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 7508.54 ms
[2022-02-15 14:31:41 main:574] : INFO : Epoch 1898 | loss: 0.0311669 | val_loss: 0.0311706 | Time: 7446.55 ms
[2022-02-15 14:31:48 main:574] : INFO : Epoch 1899 | loss: 0.0311692 | val_loss: 0.0311684 | Time: 7396.84 ms
[2022-02-15 14:31:56 main:574] : INFO : Epoch 1900 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 7561.55 ms
[2022-02-15 14:32:03 main:574] : INFO : Epoch 1901 | loss: 0.0311694 | val_loss: 0.0311684 | Time: 7414.2 ms
[2022-02-15 14:32:10 main:574] : INFO : Epoch 1902 | loss: 0.0311669 | val_loss: 0.0311688 | Time: 7399.48 ms
[2022-02-15 14:32:18 main:574] : INFO : Epoch 1903 | loss: 0.031168 | val_loss: 0.0311688 | Time: 7446.48 ms
[2022-02-15 14:32:25 main:574] : INFO : Epoch 1904 | loss: 0.0311683 | val_loss: 0.0311668 | Time: 7488.98 ms
[2022-02-15 14:32:33 main:574] : INFO : Epoch 1905 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 7553.56 ms
[2022-02-15 14:32:40 main:574] : INFO : Epoch 1906 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 7567.17 ms
[2022-02-15 14:32:48 main:574] : INFO : Epoch 1907 | loss: 0.0311668 | val_loss: 0.0311714 | Time: 7482.97 ms
[2022-02-15 14:32:56 main:574] : INFO : Epoch 1908 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 7564.41 ms
[2022-02-15 14:33:05 main:574] : INFO : Epoch 1909 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 9199.18 ms
[2022-02-15 14:33:13 main:574] : INFO : Epoch 1910 | loss: 0.0311625 | val_loss: 0.0311667 | Time: 8444.53 ms
[2022-02-15 14:33:22 main:574] : INFO : Epoch 1911 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 8595.35 ms
[2022-02-15 14:33:31 main:574] : INFO : Epoch 1912 | loss: 0.0311612 | val_loss: 0.0311668 | Time: 9102.2 ms
[2022-02-15 14:33:39 main:574] : INFO : Epoch 1913 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 8092.53 ms
[2022-02-15 14:33:47 main:574] : INFO : Epoch 1914 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 7487.13 ms
[2022-02-15 14:33:54 main:574] : INFO : Epoch 1915 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 7518.02 ms
[2022-02-15 14:34:02 main:574] : INFO : Epoch 1916 | loss: 0.0311627 | val_loss: 0.0311675 | Time: 7524.98 ms
[2022-02-15 14:34:09 main:574] : INFO : Epoch 1917 | loss: 0.0311599 | val_loss: 0.0311659 | Time: 7526.12 ms
[2022-02-15 14:34:17 main:574] : INFO : Epoch 1918 | loss: 0.0311595 | val_loss: 0.031167 | Time: 7714.54 ms
[2022-02-15 14:34:26 main:574] : INFO : Epoch 1919 | loss: 0.031158 | val_loss: 0.0311667 | Time: 9046.96 ms
[2022-02-15 14:34:34 main:574] : INFO : Epoch 1920 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 7598.21 ms
[2022-02-15 14:34:41 main:574] : INFO : Epoch 1921 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 7671.78 ms
[2022-02-15 14:34:49 main:574] : INFO : Epoch 1922 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 7609.16 ms
[2022-02-15 14:34:57 main:574] : INFO : Epoch 1923 | loss: 0.031163 | val_loss: 0.0311831 | Time: 7683.4 ms
[2022-02-15 14:35:04 main:574] : INFO : Epoch 1924 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 7572.47 ms
[2022-02-15 14:35:12 main:574] : INFO : Epoch 1925 | loss: 0.03116 | val_loss: 0.0311682 | Time: 7593 ms
[2022-02-15 14:35:19 main:574] : INFO : Epoch 1926 | loss: 0.0311617 | val_loss: 0.0311741 | Time: 7660.31 ms
[2022-02-15 14:35:27 main:574] : INFO : Epoch 1927 | loss: 0.0311629 | val_loss: 0.0311741 | Time: 7594.07 ms
[2022-02-15 14:35:35 main:574] : INFO : Epoch 1928 | loss: 0.031167 | val_loss: 0.031168 | Time: 7732.16 ms
[2022-02-15 14:35:42 main:574] : INFO : Epoch 1929 | loss: 0.0311653 | val_loss: 0.0311661 | Time: 7584.97 ms
[2022-02-15 14:35:50 main:574] : INFO : Epoch 1930 | loss: 0.0311636 | val_loss: 0.0311664 | Time: 7596.38 ms
[2022-02-15 14:35:58 main:574] : INFO : Epoch 1931 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 7498.67 ms
[2022-02-15 14:36:06 main:574] : INFO : Epoch 1932 | loss: 0.031161 | val_loss: 0.0311653 | Time: 8012.5 ms
[2022-02-15 14:36:13 main:574] : INFO : Epoch 1933 | loss: 0.0311609 | val_loss: 0.0311639 | Time: 7836.73 ms
[2022-02-15 14:36:21 main:574] : INFO : Epoch 1934 | loss: 0.0311595 | val_loss: 0.0311647 | Time: 7569.21 ms
[2022-02-15 14:36:28 main:574] : INFO : Epoch 1935 | loss: 0.0311579 | val_loss: 0.031164 | Time: 7496.01 ms
[2022-02-15 14:36:36 main:574] : INFO : Epoch 1936 | loss: 0.0311581 | val_loss: 0.0311629 | Time: 7653.17 ms
[2022-02-15 14:36:44 main:574] : INFO : Epoch 1937 | loss: 0.0311578 | val_loss: 0.0311653 | Time: 7870.14 ms
[2022-02-15 14:36:51 main:574] : INFO : Epoch 1938 | loss: 0.0311597 | val_loss: 0.0311894 | Time: 7473.54 ms
[2022-02-15 14:36:59 main:574] : INFO : Epoch 1939 | loss: 0.0311616 | val_loss: 0.0311646 | Time: 7732.9 ms
[2022-02-15 14:37:07 main:574] : INFO : Epoch 1940 | loss: 0.0311617 | val_loss: 0.0311633 | Time: 7750.93 ms
[2022-02-15 14:37:15 main:574] : INFO : Epoch 1941 | loss: 0.0311584 | val_loss: 0.0311634 | Time: 7577.53 ms
[2022-02-15 14:37:23 main:574] : INFO : Epoch 1942 | loss: 0.0311592 | val_loss: 0.0311636 | Time: 7814.9 ms
[2022-02-15 14:37:30 main:574] : INFO : Epoch 1943 | loss: 0.0311562 | val_loss: 0.0311622 | Time: 7517.93 ms
[2022-02-15 14:37:38 main:574] : INFO : Epoch 1944 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 8141.59 ms
[2022-02-15 14:37:46 main:574] : INFO : Epoch 1945 | loss: 0.0311535 | val_loss: 0.0311642 | Time: 7560.33 ms
[2022-02-15 14:37:53 main:574] : INFO : Epoch 1946 | loss: 0.0311585 | val_loss: 0.0311666 | Time: 7625.23 ms
[2022-02-15 14:38:01 main:574] : INFO : Epoch 1947 | loss: 0.0311611 | val_loss: 0.0311786 | Time: 7856.45 ms
[2022-02-15 14:38:09 main:574] : INFO : Epoch 1948 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 7565.46 ms
[2022-02-15 14:38:16 main:574] : INFO : Epoch 1949 | loss: 0.031157 | val_loss: 0.0311702 | Time: 7561.09 ms
[2022-02-15 14:38:24 main:574] : INFO : Epoch 1950 | loss: 0.0311551 | val_loss: 0.0311617 | Time: 7593.67 ms
[2022-02-15 14:38:32 main:574] : INFO : Epoch 1951 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 7682.19 ms
[2022-02-15 14:38:40 main:574] : INFO : Epoch 1952 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 7789.92 ms
[2022-02-15 14:38:47 main:574] : INFO : Epoch 1953 | loss: 0.0311588 | val_loss: 0.0311615 | Time: 7494.24 ms
[2022-02-15 14:38:55 main:574] : INFO : Epoch 1954 | loss: 0.0311561 | val_loss: 0.0311618 | Time: 7605.27 ms
[2022-02-15 14:39:02 main:574] : INFO : Epoch 1955 | loss: 0.0311534 | val_loss: 0.0311628 | Time: 7626.99 ms
[2022-02-15 14:39:10 main:574] : INFO : Epoch 1956 | loss: 0.0311518 | val_loss: 0.0311616 | Time: 7619.83 ms
[2022-02-15 14:39:18 main:574] : INFO : Epoch 1957 | loss: 0.0311526 | val_loss: 0.031161 | Time: 7582.81 ms
[2022-02-15 14:39:25 main:574] : INFO : Epoch 1958 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 7724.55 ms
[2022-02-15 14:39:33 main:574] : INFO : Epoch 1959 | loss: 0.0311552 | val_loss: 0.0311593 | Time: 7734.97 ms
[2022-02-15 14:39:41 main:574] : INFO : Epoch 1960 | loss: 0.0311532 | val_loss: 0.031168 | Time: 7607.25 ms
[2022-02-15 14:39:48 main:574] : INFO : Epoch 1961 | loss: 0.0311526 | val_loss: 0.0311583 | Time: 7643.83 ms
[2022-02-15 14:39:56 main:574] : INFO : Epoch 1962 | loss: 0.0311491 | val_loss: 0.0311648 | Time: 7618.46 ms
[2022-02-15 14:40:04 main:574] : INFO : Epoch 1963 | loss: 0.0311532 | val_loss: 0.0311625 | Time: 7849.66 ms
[2022-02-15 14:40:12 main:574] : INFO : Epoch 1964 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 7850.89 ms
[2022-02-15 14:40:20 main:574] : INFO : Epoch 1965 | loss: 0.0311478 | val_loss: 0.0311621 | Time: 7810.8 ms
[2022-02-15 14:40:27 main:574] : INFO : Epoch 1966 | loss: 0.0311502 | val_loss: 0.0311638 | Time: 7690.21 ms
[2022-02-15 14:40:35 main:574] : INFO : Epoch 1967 | loss: 0.0311525 | val_loss: 0.0311649 | Time: 8039.47 ms
[2022-02-15 14:40:43 main:574] : INFO : Epoch 1968 | loss: 0.0311502 | val_loss: 0.0311586 | Time: 7702.78 ms
[2022-02-15 14:40:51 main:574] : INFO : Epoch 1969 | loss: 0.0311523 | val_loss: 0.0311617 | Time: 7653.23 ms
[2022-02-15 14:40:58 main:574] : INFO : Epoch 1970 | loss: 0.0311563 | val_loss: 0.0311573 | Time: 7729.95 ms
[2022-02-15 14:41:06 main:574] : INFO : Epoch 1971 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 7962.17 ms
[2022-02-15 14:41:14 main:574] : INFO : Epoch 1972 | loss: 0.0311633 | val_loss: 0.0311644 | Time: 7965.3 ms
[2022-02-15 14:41:22 main:574] : INFO : Epoch 1973 | loss: 0.0311626 | val_loss: 0.0311658 | Time: 7751.09 ms
[2022-02-15 14:41:30 main:574] : INFO : Epoch 1974 | loss: 0.0311594 | val_loss: 0.0311661 | Time: 7711.91 ms
[2022-02-15 14:41:37 main:574] : INFO : Epoch 1975 | loss: 0.0311587 | val_loss: 0.0311616 | Time: 7630.45 ms
[2022-02-15 14:41:45 main:574] : INFO : Epoch 1976 | loss: 0.0311544 | val_loss: 0.0311616 | Time: 7632.76 ms
[2022-02-15 14:41:53 main:574] : INFO : Epoch 1977 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 7877.31 ms
[2022-02-15 14:42:01 main:574] : INFO : Epoch 1978 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 7658.7 ms
[2022-02-15 14:42:08 main:574] : INFO : Epoch 1979 | loss: 0.0311506 | val_loss: 0.0311617 | Time: 7659.07 ms
[2022-02-15 14:42:16 main:574] : INFO : Epoch 1980 | loss: 0.0311489 | val_loss: 0.0311617 | Time: 7692.7 ms
[2022-02-15 14:42:24 main:574] : INFO : Epoch 1981 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 7618.2 ms
[2022-02-15 14:42:32 main:574] : INFO : Epoch 1982 | loss: 0.0311536 | val_loss: 0.0311654 | Time: 7848.39 ms
[2022-02-15 14:42:39 main:574] : INFO : Epoch 1983 | loss: 0.0311498 | val_loss: 0.0311608 | Time: 7636.23 ms
[2022-02-15 14:42:47 main:574] : INFO : Epoch 1984 | loss: 0.0311498 | val_loss: 0.0311626 | Time: 7665.23 ms
[2022-02-15 14:42:54 main:574] : INFO : Epoch 1985 | loss: 0.031152 | val_loss: 0.0311702 | Time: 7598.21 ms
[2022-02-15 14:43:02 main:574] : INFO : Epoch 1986 | loss: 0.0311493 | val_loss: 0.0311666 | Time: 7767 ms
[2022-02-15 14:43:10 main:574] : INFO : Epoch 1987 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 7698.22 ms
[2022-02-15 14:43:18 main:574] : INFO : Epoch 1988 | loss: 0.0311489 | val_loss: 0.0311645 | Time: 7690.83 ms
[2022-02-15 14:43:25 main:574] : INFO : Epoch 1989 | loss: 0.0311491 | val_loss: 0.0311605 | Time: 7752.88 ms
[2022-02-15 14:43:33 main:574] : INFO : Epoch 1990 | loss: 0.0311481 | val_loss: 0.0311659 | Time: 7743.91 ms
[2022-02-15 14:43:41 main:574] : INFO : Epoch 1991 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 7632.54 ms
[2022-02-15 14:43:49 main:574] : INFO : Epoch 1992 | loss: 0.0311446 | val_loss: 0.0311608 | Time: 7828.73 ms
[2022-02-15 14:43:56 main:574] : INFO : Epoch 1993 | loss: 0.0311423 | val_loss: 0.0311591 | Time: 7707.96 ms
[2022-02-15 14:44:04 main:574] : INFO : Epoch 1994 | loss: 0.0311424 | val_loss: 0.031164 | Time: 7655.13 ms
[2022-02-15 14:44:12 main:574] : INFO : Epoch 1995 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 7758.7 ms
[2022-02-15 14:44:20 main:574] : INFO : Epoch 1996 | loss: 0.0311499 | val_loss: 0.03116 | Time: 7810.67 ms
[2022-02-15 14:44:28 main:574] : INFO : Epoch 1997 | loss: 0.0311502 | val_loss: 0.0311576 | Time: 7839.12 ms
[2022-02-15 14:44:36 main:574] : INFO : Epoch 1998 | loss: 0.0311447 | val_loss: 0.0311606 | Time: 8066.99 ms
[2022-02-15 14:44:47 main:574] : INFO : Epoch 1999 | loss: 0.0311425 | val_loss: 0.0311576 | Time: 11109.3 ms
[2022-02-15 14:44:59 main:574] : INFO : Epoch 2000 | loss: 0.0311428 | val_loss: 0.0311573 | Time: 11780.1 ms
[2022-02-15 14:45:06 main:574] : INFO : Epoch 2001 | loss: 0.0311445 | val_loss: 0.0311559 | Time: 7946.16 ms
[2022-02-15 14:45:15 main:574] : INFO : Epoch 2002 | loss: 0.0311414 | val_loss: 0.0311577 | Time: 8210.59 ms
[2022-02-15 14:45:22 main:574] : INFO : Epoch 2003 | loss: 0.0311404 | val_loss: 0.031161 | Time: 7698.72 ms
[2022-02-15 14:45:30 main:574] : INFO : Epoch 2004 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 7680.36 ms
[2022-02-15 14:45:38 main:574] : INFO : Epoch 2005 | loss: 0.0311386 | val_loss: 0.0311593 | Time: 7644.98 ms
[2022-02-15 14:45:46 main:574] : INFO : Epoch 2006 | loss: 0.03114 | val_loss: 0.0311598 | Time: 8065.82 ms
[2022-02-15 14:45:54 main:574] : INFO : Epoch 2007 | loss: 0.0311401 | val_loss: 0.0311565 | Time: 7741.78 ms
[2022-02-15 14:46:02 main:574] : INFO : Epoch 2008 | loss: 0.0311399 | val_loss: 0.0311573 | Time: 8102.36 ms
[2022-02-15 14:46:09 main:574] : INFO : Epoch 2009 | loss: 0.0311374 | val_loss: 0.0311568 | Time: 7804.29 ms
[2022-02-15 14:46:17 main:574] : INFO : Epoch 2010 | loss: 0.0311365 | val_loss: 0.0311589 | Time: 7762.73 ms
[2022-02-15 14:46:25 main:574] : INFO : Epoch 2011 | loss: 0.0311385 | val_loss: 0.0311578 | Time: 8087.99 ms
[2022-02-15 14:46:33 main:574] : INFO : Epoch 2012 | loss: 0.0311376 | val_loss: 0.0311574 | Time: 7687.65 ms
[2022-02-15 14:46:41 main:574] : INFO : Epoch 2013 | loss: 0.0311375 | val_loss: 0.03116 | Time: 7819.83 ms
[2022-02-15 14:46:49 main:574] : INFO : Epoch 2014 | loss: 0.0311379 | val_loss: 0.0311645 | Time: 7820.71 ms
[2022-02-15 14:46:57 main:574] : INFO : Epoch 2015 | loss: 0.0311418 | val_loss: 0.0311572 | Time: 7762.32 ms
[2022-02-15 14:47:04 main:574] : INFO : Epoch 2016 | loss: 0.0311422 | val_loss: 0.0311584 | Time: 7826.21 ms
[2022-02-15 14:47:12 main:574] : INFO : Epoch 2017 | loss: 0.0311381 | val_loss: 0.0311571 | Time: 7724.15 ms
[2022-02-15 14:47:20 main:574] : INFO : Epoch 2018 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 7804.47 ms
[2022-02-15 14:47:28 main:574] : INFO : Epoch 2019 | loss: 0.0311409 | val_loss: 0.0311603 | Time: 7799.74 ms
[2022-02-15 14:47:36 main:574] : INFO : Epoch 2020 | loss: 0.0311429 | val_loss: 0.0311597 | Time: 7814.4 ms
[2022-02-15 14:47:43 main:574] : INFO : Epoch 2021 | loss: 0.0311437 | val_loss: 0.0311562 | Time: 7880.89 ms
[2022-02-15 14:47:52 main:574] : INFO : Epoch 2022 | loss: 0.0311421 | val_loss: 0.0311589 | Time: 8092.74 ms
[2022-02-15 14:48:00 main:574] : INFO : Epoch 2023 | loss: 0.0311403 | val_loss: 0.0311583 | Time: 8185.69 ms
[2022-02-15 14:48:08 main:574] : INFO : Epoch 2024 | loss: 0.0311402 | val_loss: 0.0311671 | Time: 7784.79 ms
[2022-02-15 14:48:15 main:574] : INFO : Epoch 2025 | loss: 0.03114 | val_loss: 0.0311589 | Time: 7934.25 ms
[2022-02-15 14:48:23 main:574] : INFO : Epoch 2026 | loss: 0.0311444 | val_loss: 0.03116 | Time: 7939.73 ms
[2022-02-15 14:48:31 main:574] : INFO : Epoch 2027 | loss: 0.0311429 | val_loss: 0.0311606 | Time: 7882.22 ms
[2022-02-15 14:48:39 main:574] : INFO : Epoch 2028 | loss: 0.0311395 | val_loss: 0.0311609 | Time: 7888.32 ms
[2022-02-15 14:48:47 main:574] : INFO : Epoch 2029 | loss: 0.0311374 | val_loss: 0.031158 | Time: 7909.93 ms
[2022-02-15 14:48:55 main:574] : INFO : Epoch 2030 | loss: 0.0311355 | val_loss: 0.0311616 | Time: 7912.03 ms
[2022-02-15 14:49:03 main:574] : INFO : Epoch 2031 | loss: 0.0311368 | val_loss: 0.0311585 | Time: 7836.48 ms
[2022-02-15 14:49:11 main:574] : INFO : Epoch 2032 | loss: 0.0311342 | val_loss: 0.0311635 | Time: 7921.62 ms
[2022-02-15 14:49:19 main:574] : INFO : Epoch 2033 | loss: 0.031133 | val_loss: 0.0311576 | Time: 8012.6 ms
[2022-02-15 14:49:27 main:574] : INFO : Epoch 2034 | loss: 0.0311348 | val_loss: 0.0311639 | Time: 7825.95 ms
[2022-02-15 14:49:35 main:574] : INFO : Epoch 2035 | loss: 0.0311348 | val_loss: 0.0311623 | Time: 8134.49 ms
[2022-02-15 14:49:43 main:574] : INFO : Epoch 2036 | loss: 0.0311353 | val_loss: 0.031161 | Time: 7874.59 ms
[2022-02-15 14:49:50 main:574] : INFO : Epoch 2037 | loss: 0.0311329 | val_loss: 0.0311603 | Time: 7691.31 ms
[2022-02-15 14:49:58 main:574] : INFO : Epoch 2038 | loss: 0.0311319 | val_loss: 0.031161 | Time: 7883.57 ms
[2022-02-15 14:50:07 main:574] : INFO : Epoch 2039 | loss: 0.0311311 | val_loss: 0.0311606 | Time: 8123.36 ms
[2022-02-15 14:50:15 main:574] : INFO : Epoch 2040 | loss: 0.0311326 | val_loss: 0.0311604 | Time: 8163.01 ms
[2022-02-15 14:50:22 main:574] : INFO : Epoch 2041 | loss: 0.0311348 | val_loss: 0.0311575 | Time: 7721.06 ms
[2022-02-15 14:50:30 main:574] : INFO : Epoch 2042 | loss: 0.0311395 | val_loss: 0.0311704 | Time: 7771.76 ms
[2022-02-15 14:50:38 main:574] : INFO : Epoch 2043 | loss: 0.0311384 | val_loss: 0.0311768 | Time: 7811.29 ms
[2022-02-15 14:50:46 main:574] : INFO : Epoch 2044 | loss: 0.0311371 | val_loss: 0.0311589 | Time: 8185.14 ms
[2022-02-15 14:50:54 main:574] : INFO : Epoch 2045 | loss: 0.0311327 | val_loss: 0.031156 | Time: 7805.56 ms
[2022-02-15 14:51:02 main:574] : INFO : Epoch 2046 | loss: 0.0311306 | val_loss: 0.0311584 | Time: 7701.23 ms
[2022-02-15 14:51:09 main:574] : INFO : Epoch 2047 | loss: 0.0311307 | val_loss: 0.0311557 | Time: 7715.25 ms
[2022-02-15 14:51:17 main:574] : INFO : Epoch 2048 | loss: 0.0311292 | val_loss: 0.0311568 | Time: 7764.74 ms
[2022-02-15 14:51:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311568
[2022-02-15 14:51:17 main:603] : INFO : Saving end state to config to file
[2022-02-15 14:51:17 main:608] : INFO : Success, exiting..
14:51:17 (7020): 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)