Task 14623946
| Name | ParityModified-1647048839-2697-3-0_0 |
| Workunit | 11639639 |
| Created | 18 Apr 2022, 13:06:41 UTC |
| Sent | 18 Apr 2022, 13:06:46 UTC |
| Report deadline | 26 Apr 2022, 13:06:46 UTC |
| Received | 22 Apr 2022, 16:28:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 5 hours 52 min 3 sec |
| CPU time | 5 hours 24 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :43:59 main:574] : INFO : Epoch 1573 | loss: 0.0311519 | val_loss: 0.031191 | Time: 9762.09 ms [2022-04-21 19:44:09 main:574] : INFO : Epoch 1574 | loss: 0.0311516 | val_loss: 0.0311914 | Time: 9809.78 ms [2022-04-21 19:44:19 main:574] : INFO : Epoch 1575 | loss: 0.0311538 | val_loss: 0.0311926 | Time: 9939.4 ms [2022-04-21 19:44:28 main:574] : INFO : Epoch 1576 | loss: 0.0311528 | val_loss: 0.0311924 | Time: 9542.22 ms [2022-04-21 19:44:38 main:574] : INFO : Epoch 1577 | loss: 0.0311535 | val_loss: 0.0311895 | Time: 9233.89 ms [2022-04-21 19:44:46 main:574] : INFO : Epoch 1578 | loss: 0.0311539 | val_loss: 0.0311918 | Time: 8734.49 ms [2022-04-21 19:44:55 main:574] : INFO : Epoch 1579 | loss: 0.0311546 | val_loss: 0.0311932 | Time: 8709.47 ms [2022-04-21 19:45:04 main:574] : INFO : Epoch 1580 | loss: 0.0311556 | val_loss: 0.0311864 | Time: 8721.85 ms [2022-04-21 19:45:13 main:574] : INFO : Epoch 1581 | loss: 0.0311546 | val_loss: 0.0311933 | Time: 9508.42 ms [2022-04-21 19:45:23 main:574] : INFO : Epoch 1582 | loss: 0.0311555 | val_loss: 0.0311859 | Time: 9420.94 ms [2022-04-21 19:45:32 main:574] : INFO : Epoch 1583 | loss: 0.0311566 | val_loss: 0.0311876 | Time: 9027.15 ms [2022-04-21 19:45:40 main:574] : INFO : Epoch 1584 | loss: 0.0311553 | val_loss: 0.0311897 | Time: 8607.68 ms [2022-04-21 19:45:49 main:574] : INFO : Epoch 1585 | loss: 0.0311554 | val_loss: 0.0311885 | Time: 9064.45 ms [2022-04-21 19:45:59 main:574] : INFO : Epoch 1586 | loss: 0.0311544 | val_loss: 0.0311891 | Time: 9235.72 ms [2022-04-21 19:46:08 main:574] : INFO : Epoch 1587 | loss: 0.0311556 | val_loss: 0.0311907 | Time: 9460.75 ms [2022-04-21 19:46:17 main:574] : INFO : Epoch 1588 | loss: 0.0311532 | val_loss: 0.0311932 | Time: 9288.48 ms [2022-04-21 19:46:27 main:574] : INFO : Epoch 1589 | loss: 0.0311524 | val_loss: 0.0311918 | Time: 9091.49 ms [2022-04-21 19:46:35 main:574] : INFO : Epoch 1590 | loss: 0.031152 | val_loss: 0.0311898 | Time: 8840.25 ms [2022-04-21 19:46:44 main:574] : INFO : Epoch 1591 | loss: 0.0311528 | val_loss: 0.0311875 | Time: 8615.16 ms [2022-04-21 19:46:53 main:574] : INFO : Epoch 1592 | loss: 0.031152 | val_loss: 0.0311885 | Time: 9054.71 ms [2022-04-21 19:47:02 main:574] : INFO : Epoch 1593 | loss: 0.0311524 | val_loss: 0.031188 | Time: 8688.64 ms [2022-04-21 19:47:11 main:574] : INFO : Epoch 1594 | loss: 0.0311522 | val_loss: 0.0311905 | Time: 9030.38 ms [2022-04-21 19:47:19 main:574] : INFO : Epoch 1595 | loss: 0.0311531 | val_loss: 0.0311901 | Time: 8641.22 ms [2022-04-21 19:47:28 main:574] : INFO : Epoch 1596 | loss: 0.0311548 | val_loss: 0.0311931 | Time: 8847.81 ms [2022-04-21 19:47:37 main:574] : INFO : Epoch 1597 | loss: 0.0311521 | val_loss: 0.0311929 | Time: 8673.85 ms [2022-04-21 19:47:46 main:574] : INFO : Epoch 1598 | loss: 0.0311531 | val_loss: 0.0311888 | Time: 8750.85 ms [2022-04-21 19:47:55 main:574] : INFO : Epoch 1599 | loss: 0.0311536 | val_loss: 0.0311905 | Time: 9317.84 ms [2022-04-21 19:48:04 main:574] : INFO : Epoch 1600 | loss: 0.0311547 | val_loss: 0.0311907 | Time: 9158.83 ms [2022-04-21 19:48:14 main:574] : INFO : Epoch 1601 | loss: 0.0311571 | val_loss: 0.0311919 | Time: 9314.75 ms [2022-04-21 19:48:23 main:574] : INFO : Epoch 1602 | loss: 0.031157 | val_loss: 0.0311921 | Time: 9142.44 ms [2022-04-21 19:48:32 main:574] : INFO : Epoch 1603 | loss: 0.0311563 | val_loss: 0.0311913 | Time: 9283.41 ms [2022-04-21 19:48:41 main:574] : INFO : Epoch 1604 | loss: 0.0311592 | val_loss: 0.031189 | Time: 8895.44 ms [2022-04-21 19:48:51 main:574] : INFO : Epoch 1605 | loss: 0.0311559 | val_loss: 0.0311876 | Time: 10055.1 ms [2022-04-21 19:49:01 main:574] : INFO : Epoch 1606 | loss: 0.0311542 | val_loss: 0.0311849 | Time: 9619.17 ms [2022-04-21 19:49:11 main:574] : INFO : Epoch 1607 | loss: 0.0311526 | val_loss: 0.0311907 | Time: 10279.2 ms [2022-04-21 19:49:21 main:574] : INFO : Epoch 1608 | loss: 0.0311533 | val_loss: 0.031192 | Time: 10447.5 ms [2022-04-21 19:49:31 main:574] : INFO : Epoch 1609 | loss: 0.0311555 | val_loss: 0.0311918 | Time: 9656 ms [2022-04-21 19:49:41 main:574] : INFO : Epoch 1610 | loss: 0.0311549 | val_loss: 0.0311865 | Time: 9609.34 ms [2022-04-21 19:49:51 main:574] : INFO : Epoch 1611 | loss: 0.0311545 | val_loss: 0.0311893 | Time: 10092.4 ms [2022-04-21 19:50:00 main:574] : INFO : Epoch 1612 | loss: 0.0311526 | val_loss: 0.0311916 | Time: 9772.71 ms [2022-04-21 19:50:10 main:574] : INFO : Epoch 1613 | loss: 0.0311521 | val_loss: 0.0311934 | Time: 9444.1 ms [2022-04-21 19:50:20 main:574] : INFO : Epoch 1614 | loss: 0.0311523 | val_loss: 0.0311925 | Time: 9742 ms [2022-04-21 19:50:29 main:574] : INFO : Epoch 1615 | loss: 0.0311532 | val_loss: 0.031193 | Time: 9485.13 ms [2022-04-21 19:50:39 main:574] : INFO : Epoch 1616 | loss: 0.0311546 | val_loss: 0.0311907 | Time: 9455.26 ms [2022-04-21 19:50:48 main:574] : INFO : Epoch 1617 | loss: 0.0311549 | val_loss: 0.0311867 | Time: 9300.43 ms [2022-04-21 19:50:57 main:574] : INFO : Epoch 1618 | loss: 0.0311533 | val_loss: 0.0311946 | Time: 9395.27 ms [2022-04-21 19:51:06 main:574] : INFO : Epoch 1619 | loss: 0.0311515 | val_loss: 0.0311917 | Time: 9189.74 ms [2022-04-21 19:51:16 main:574] : INFO : Epoch 1620 | loss: 0.0311519 | val_loss: 0.031188 | Time: 9257.09 ms [2022-04-21 19:51:25 main:574] : INFO : Epoch 1621 | loss: 0.0311512 | val_loss: 0.0311902 | Time: 9320.94 ms [2022-04-21 19:51:35 main:574] : INFO : Epoch 1622 | loss: 0.0311527 | val_loss: 0.03119 | Time: 9492.63 ms [2022-04-21 19:51:44 main:574] : INFO : Epoch 1623 | loss: 0.0311533 | val_loss: 0.0311905 | Time: 9090.19 ms [2022-04-21 19:51:53 main:574] : INFO : Epoch 1624 | loss: 0.0311523 | val_loss: 0.0311881 | Time: 8915.64 ms [2022-04-21 19:52:02 main:574] : INFO : Epoch 1625 | loss: 0.0311516 | val_loss: 0.03119 | Time: 9341.43 ms [2022-04-21 19:52:11 main:574] : INFO : Epoch 1626 | loss: 0.0311529 | val_loss: 0.0311863 | Time: 9272.05 ms [2022-04-21 19:52:21 main:574] : INFO : Epoch 1627 | loss: 0.0311515 | val_loss: 0.0311942 | Time: 9721.91 ms [2022-04-21 19:52:30 main:574] : INFO : Epoch 1628 | loss: 0.0311508 | val_loss: 0.0311897 | Time: 9443.48 ms [2022-04-21 19:52:40 main:574] : INFO : Epoch 1629 | loss: 0.0311494 | val_loss: 0.0311891 | Time: 9490.1 ms [2022-04-21 19:52:50 main:574] : INFO : Epoch 1630 | loss: 0.0311504 | val_loss: 0.0311896 | Time: 9962.94 ms [2022-04-21 19:53:00 main:574] : INFO : Epoch 1631 | loss: 0.0311519 | val_loss: 0.0311869 | Time: 10212.1 ms [2022-04-21 19:53:10 main:574] : INFO : Epoch 1632 | loss: 0.0311525 | val_loss: 0.0311912 | Time: 9986.34 ms [2022-04-21 19:53:19 main:574] : INFO : Epoch 1633 | loss: 0.0311528 | val_loss: 0.0311869 | Time: 9179.62 ms [2022-04-21 19:53:28 main:574] : INFO : Epoch 1634 | loss: 0.031156 | val_loss: 0.0311918 | Time: 9188.98 ms [2022-04-21 19:53:38 main:574] : INFO : Epoch 1635 | loss: 0.0311546 | val_loss: 0.0311902 | Time: 9910.59 ms [2022-04-21 19:53:49 main:574] : INFO : Epoch 1636 | loss: 0.0311524 | val_loss: 0.0311935 | Time: 10745.9 ms [2022-04-21 19:53:58 main:574] : INFO : Epoch 1637 | loss: 0.031153 | val_loss: 0.0311869 | Time: 9195.31 ms [2022-04-21 19:54:07 main:574] : INFO : Epoch 1638 | loss: 0.0311529 | val_loss: 0.0311898 | Time: 8882.06 ms [2022-04-21 19:54:18 main:574] : INFO : Epoch 1639 | loss: 0.0311529 | val_loss: 0.0311877 | Time: 10856.8 ms [2022-04-21 19:54:28 main:574] : INFO : Epoch 1640 | loss: 0.0311529 | val_loss: 0.0311932 | Time: 10104.1 ms [2022-04-21 19:54:38 main:574] : INFO : Epoch 1641 | loss: 0.0311536 | val_loss: 0.0311878 | Time: 9554.16 ms [2022-04-21 19:54:48 main:574] : INFO : Epoch 1642 | loss: 0.0311548 | val_loss: 0.0311895 | Time: 9868.7 ms [2022-04-21 19:54:57 main:574] : INFO : Epoch 1643 | loss: 0.0311549 | val_loss: 0.0311901 | Time: 9009.2 ms [2022-04-21 19:55:05 main:574] : INFO : Epoch 1644 | loss: 0.0311547 | val_loss: 0.0311938 | Time: 8606.2 ms [2022-04-21 19:55:14 main:574] : INFO : Epoch 1645 | loss: 0.0311554 | val_loss: 0.0311909 | Time: 8715.07 ms [2022-04-21 19:55:22 main:574] : INFO : Epoch 1646 | loss: 0.0311559 | val_loss: 0.0311941 | Time: 8545.99 ms [2022-04-21 19:55:32 main:574] : INFO : Epoch 1647 | loss: 0.0311543 | val_loss: 0.0311928 | Time: 9217.71 ms [2022-04-21 19:55:41 main:574] : INFO : Epoch 1648 | loss: 0.0311542 | val_loss: 0.031192 | Time: 9053.92 ms [2022-04-21 19:55:50 main:574] : INFO : Epoch 1649 | loss: 0.0311556 | val_loss: 0.0311864 | Time: 9446.35 ms [2022-04-21 19:56:00 main:574] : INFO : Epoch 1650 | loss: 0.0311576 | val_loss: 0.0311877 | Time: 9476.8 ms [2022-04-21 19:56:09 main:574] : INFO : Epoch 1651 | loss: 0.0311555 | val_loss: 0.031186 | Time: 9634.41 ms [2022-04-21 19:56:19 main:574] : INFO : Epoch 1652 | loss: 0.0311541 | val_loss: 0.0311854 | Time: 9727.97 ms [2022-04-21 19:56:29 main:574] : INFO : Epoch 1653 | loss: 0.0311543 | val_loss: 0.0311962 | Time: 9604.19 ms [2022-04-21 19:56:38 main:574] : INFO : Epoch 1654 | loss: 0.0311631 | val_loss: 0.0311877 | Time: 9793.14 ms [2022-04-21 19:56:58 main:574] : INFO : Epoch 1655 | loss: 0.0311604 | val_loss: 0.0311891 | Time: 19417.5 ms [2022-04-21 19:57:07 main:574] : INFO : Epoch 1656 | loss: 0.0311599 | val_loss: 0.0311864 | Time: 9247.05 ms [2022-04-21 19:57:16 main:574] : INFO : Epoch 1657 | loss: 0.0311567 | val_loss: 0.0311841 | Time: 9210.36 ms [2022-04-21 19:57:26 main:574] : INFO : Epoch 1658 | loss: 0.0311554 | val_loss: 0.0311855 | Time: 9614.7 ms [2022-04-21 19:57:36 main:574] : INFO : Epoch 1659 | loss: 0.0311548 | val_loss: 0.0311864 | Time: 9851.4 ms [2022-04-21 19:57:47 main:574] : INFO : Epoch 1660 | loss: 0.0311535 | val_loss: 0.0311847 | Time: 11329.8 ms [2022-04-21 19:57:58 main:574] : INFO : Epoch 1661 | loss: 0.0311523 | val_loss: 0.0311918 | Time: 11117.2 ms [2022-04-21 19:58:07 main:574] : INFO : Epoch 1662 | loss: 0.0311546 | val_loss: 0.0311846 | Time: 9144.25 ms [2022-04-21 19:58:16 main:574] : INFO : Epoch 1663 | loss: 0.0311536 | val_loss: 0.031187 | Time: 8874.01 ms [2022-04-21 19:58:25 main:574] : INFO : Epoch 1664 | loss: 0.0311547 | val_loss: 0.0311864 | Time: 9117.67 ms [2022-04-21 19:58:35 main:574] : INFO : Epoch 1665 | loss: 0.031154 | val_loss: 0.0311845 | Time: 9434.13 ms [2022-04-21 19:58:44 main:574] : INFO : Epoch 1666 | loss: 0.0311524 | val_loss: 0.0311898 | Time: 9423.34 ms [2022-04-21 19:58:54 main:574] : INFO : Epoch 1667 | loss: 0.0311523 | val_loss: 0.0311888 | Time: 9700.42 ms [2022-04-21 19:59:03 main:574] : INFO : Epoch 1668 | loss: 0.0311512 | val_loss: 0.0311878 | Time: 9002.22 ms [2022-04-21 19:59:13 main:574] : INFO : Epoch 1669 | loss: 0.0311502 | val_loss: 0.0311878 | Time: 9616.71 ms [2022-04-21 19:59:22 main:574] : INFO : Epoch 1670 | loss: 0.0311512 | val_loss: 0.0311889 | Time: 9415.1 ms [2022-04-21 19:59:33 main:574] : INFO : Epoch 1671 | loss: 0.0311505 | val_loss: 0.0311931 | Time: 11263.3 ms [2022-04-21 19:59:43 main:574] : INFO : Epoch 1672 | loss: 0.031151 | val_loss: 0.0311914 | Time: 9647 ms [2022-04-21 19:59:52 main:574] : INFO : Epoch 1673 | loss: 0.0311505 | val_loss: 0.0311888 | Time: 9371.12 ms [2022-04-21 20:00:02 main:574] : INFO : Epoch 1674 | loss: 0.0311511 | val_loss: 0.0311837 | Time: 9724.74 ms [2022-04-21 20:00:11 main:574] : INFO : Epoch 1675 | loss: 0.0311534 | val_loss: 0.0311859 | Time: 8936.2 ms [2022-04-21 20:00:20 main:574] : INFO : Epoch 1676 | loss: 0.031153 | val_loss: 0.0311865 | Time: 8763.25 ms [2022-04-21 20:00:29 main:574] : INFO : Epoch 1677 | loss: 0.0311507 | val_loss: 0.0311833 | Time: 8810.19 ms [2022-04-21 20:00:37 main:574] : INFO : Epoch 1678 | loss: 0.0311523 | val_loss: 0.0311838 | Time: 8694.98 ms [2022-04-21 20:00:46 main:574] : INFO : Epoch 1679 | loss: 0.0311533 | val_loss: 0.0311891 | Time: 8592.08 ms [2022-04-21 20:00:55 main:574] : INFO : Epoch 1680 | loss: 0.0311517 | val_loss: 0.0311868 | Time: 8764.78 ms [2022-04-21 20:01:04 main:574] : INFO : Epoch 1681 | loss: 0.0311539 | val_loss: 0.0311794 | Time: 9295.44 ms [2022-04-21 20:01:14 main:574] : INFO : Epoch 1682 | loss: 0.031156 | val_loss: 0.0311895 | Time: 10420 ms [2022-04-21 20:01:23 main:574] : INFO : Epoch 1683 | loss: 0.0311549 | val_loss: 0.0311858 | Time: 8716.52 ms [2022-04-21 20:01:32 main:574] : INFO : Epoch 1684 | loss: 0.0311546 | val_loss: 0.0311879 | Time: 8569.63 ms [2022-04-21 20:01:41 main:574] : INFO : Epoch 1685 | loss: 0.0311539 | val_loss: 0.0311836 | Time: 8743.03 ms [2022-04-21 20:01:49 main:574] : INFO : Epoch 1686 | loss: 0.0311548 | val_loss: 0.0311901 | Time: 8683.34 ms [2022-04-21 20:01:58 main:574] : INFO : Epoch 1687 | loss: 0.0311528 | val_loss: 0.0311835 | Time: 8822.35 ms [2022-04-21 20:02:07 main:574] : INFO : Epoch 1688 | loss: 0.0311575 | val_loss: 0.0311912 | Time: 8684.37 ms [2022-04-21 20:02:15 main:574] : INFO : Epoch 1689 | loss: 0.0311659 | val_loss: 0.0311894 | Time: 8598.1 ms [2022-04-21 20:02:24 main:574] : INFO : Epoch 1690 | loss: 0.0311636 | val_loss: 0.0311881 | Time: 8782.56 ms [2022-04-21 20:02:33 main:574] : INFO : Epoch 1691 | loss: 0.031162 | val_loss: 0.0311863 | Time: 8827.19 ms [2022-04-21 20:02:42 main:574] : INFO : Epoch 1692 | loss: 0.0311592 | val_loss: 0.0311923 | Time: 8772.34 ms [2022-04-21 20:02:50 main:574] : INFO : Epoch 1693 | loss: 0.0311596 | val_loss: 0.0311855 | Time: 8616.57 ms [2022-04-21 20:02:59 main:574] : INFO : Epoch 1694 | loss: 0.0311581 | val_loss: 0.0311863 | Time: 8830.58 ms [2022-04-21 20:03:08 main:574] : INFO : Epoch 1695 | loss: 0.0311929 | val_loss: 0.0312035 | Time: 8648.26 ms [2022-04-21 20:03:16 main:574] : INFO : Epoch 1696 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 8619.14 ms [2022-04-21 20:03:25 main:574] : INFO : Epoch 1697 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 8691.12 ms [2022-04-21 20:03:34 main:574] : INFO : Epoch 1698 | loss: 0.0312049 | val_loss: 0.0312025 | Time: 8819.19 ms [2022-04-21 20:03:43 main:574] : INFO : Epoch 1699 | loss: 0.0312038 | val_loss: 0.031206 | Time: 8812.88 ms [2022-04-21 20:03:52 main:574] : INFO : Epoch 1700 | loss: 0.0311994 | val_loss: 0.0311955 | Time: 8790.02 ms [2022-04-21 20:04:00 main:574] : INFO : Epoch 1701 | loss: 0.0311959 | val_loss: 0.0311941 | Time: 8715.79 ms [2022-04-21 20:04:09 main:574] : INFO : Epoch 1702 | loss: 0.0311977 | val_loss: 0.0311972 | Time: 8802.1 ms [2022-04-21 20:04:18 main:574] : INFO : Epoch 1703 | loss: 0.0311977 | val_loss: 0.0311949 | Time: 8850.79 ms [2022-04-21 20:04:27 main:574] : INFO : Epoch 1704 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 8846.57 ms [2022-04-21 20:04:36 main:574] : INFO : Epoch 1705 | loss: 0.0311941 | val_loss: 0.0311913 | Time: 8887.87 ms [2022-04-21 20:04:44 main:574] : INFO : Epoch 1706 | loss: 0.0311931 | val_loss: 0.0311924 | Time: 8705.15 ms [2022-04-21 20:04:53 main:574] : INFO : Epoch 1707 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 8786.68 ms [2022-04-21 20:05:02 main:574] : INFO : Epoch 1708 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 8763.06 ms [2022-04-21 20:05:11 main:574] : INFO : Epoch 1709 | loss: 0.0311907 | val_loss: 0.0311908 | Time: 8757.23 ms [2022-04-21 20:05:20 main:574] : INFO : Epoch 1710 | loss: 0.0311901 | val_loss: 0.0311907 | Time: 9760.15 ms [2022-04-21 20:05:30 main:574] : INFO : Epoch 1711 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 9766.42 ms [2022-04-21 20:05:40 main:574] : INFO : Epoch 1712 | loss: 0.0311942 | val_loss: 0.0311939 | Time: 9896.32 ms [2022-04-21 20:05:50 main:574] : INFO : Epoch 1713 | loss: 0.0311903 | val_loss: 0.03119 | Time: 9811.43 ms [2022-04-21 20:06:00 main:574] : INFO : Epoch 1714 | loss: 0.0311889 | val_loss: 0.0311901 | Time: 9774.01 ms [2022-04-21 20:06:10 main:574] : INFO : Epoch 1715 | loss: 0.0311896 | val_loss: 0.0311891 | Time: 9744.76 ms [2022-04-21 20:06:19 main:574] : INFO : Epoch 1716 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 9562.61 ms [2022-04-21 20:06:29 main:574] : INFO : Epoch 1717 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 10121.3 ms [2022-04-21 20:06:39 main:574] : INFO : Epoch 1718 | loss: 0.0311876 | val_loss: 0.0311895 | Time: 10090 ms [2022-04-21 20:06:49 main:574] : INFO : Epoch 1719 | loss: 0.0311888 | val_loss: 0.0311881 | Time: 9951.19 ms [2022-04-21 20:06:59 main:574] : INFO : Epoch 1720 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 9660.65 ms [2022-04-21 20:07:09 main:574] : INFO : Epoch 1721 | loss: 0.0311871 | val_loss: 0.0311872 | Time: 9841.52 ms [2022-04-21 20:07:19 main:574] : INFO : Epoch 1722 | loss: 0.0311863 | val_loss: 0.0311877 | Time: 10420 ms [2022-04-21 20:07:29 main:574] : INFO : Epoch 1723 | loss: 0.0311862 | val_loss: 0.0311865 | Time: 10226.8 ms [2022-04-21 20:07:40 main:574] : INFO : Epoch 1724 | loss: 0.0311867 | val_loss: 0.0311938 | Time: 10517.4 ms [2022-04-21 20:07:51 main:574] : INFO : Epoch 1725 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 10948.5 ms [2022-04-21 20:08:01 main:574] : INFO : Epoch 1726 | loss: 0.0311882 | val_loss: 0.0311861 | Time: 10095.3 ms [2022-04-21 20:08:11 main:574] : INFO : Epoch 1727 | loss: 0.0311872 | val_loss: 0.031186 | Time: 10198.7 ms [2022-04-21 20:08:21 main:574] : INFO : Epoch 1728 | loss: 0.0311869 | val_loss: 0.031188 | Time: 10142.1 ms [2022-04-21 20:08:31 main:574] : INFO : Epoch 1729 | loss: 0.0311865 | val_loss: 0.0311859 | Time: 10102.6 ms [2022-04-21 20:08:42 main:574] : INFO : Epoch 1730 | loss: 0.0311848 | val_loss: 0.0311899 | Time: 10300.3 ms [2022-04-21 20:08:52 main:574] : INFO : Epoch 1731 | loss: 0.0311865 | val_loss: 0.0311848 | Time: 10304.9 ms [2022-04-21 20:09:03 main:574] : INFO : Epoch 1732 | loss: 0.0311849 | val_loss: 0.031184 | Time: 10610.9 ms [2022-04-21 20:09:13 main:574] : INFO : Epoch 1733 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 10175.9 ms [2022-04-21 20:09:23 main:574] : INFO : Epoch 1734 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 10195.1 ms [2022-04-21 20:09:33 main:574] : INFO : Epoch 1735 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 10066.8 ms [2022-04-21 20:09:43 main:574] : INFO : Epoch 1736 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 10090.4 ms [2022-04-21 20:09:53 main:574] : INFO : Epoch 1737 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 10233.4 ms [2022-04-21 20:10:04 main:574] : INFO : Epoch 1738 | loss: 0.0311855 | val_loss: 0.0311831 | Time: 10313.7 ms [2022-04-21 20:10:14 main:574] : INFO : Epoch 1739 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 10080.4 ms [2022-04-21 20:10:24 main:574] : INFO : Epoch 1740 | loss: 0.0311841 | val_loss: 0.0311825 | Time: 10446.2 ms [2022-04-21 20:10:35 main:574] : INFO : Epoch 1741 | loss: 0.0311829 | val_loss: 0.031183 | Time: 10779.2 ms [2022-04-21 20:10:45 main:574] : INFO : Epoch 1742 | loss: 0.0311829 | val_loss: 0.031183 | Time: 10266.3 ms [2022-04-21 20:10:57 main:574] : INFO : Epoch 1743 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 11212.2 ms [2022-04-21 20:11:08 main:574] : INFO : Epoch 1744 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 10932.1 ms [2022-04-21 20:11:18 main:574] : INFO : Epoch 1745 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 10438.7 ms [2022-04-21 20:11:28 main:574] : INFO : Epoch 1746 | loss: 0.0311826 | val_loss: 0.031181 | Time: 10267.5 ms [2022-04-21 20:11:38 main:574] : INFO : Epoch 1747 | loss: 0.0311826 | val_loss: 0.0311822 | Time: 10162.7 ms [2022-04-21 20:11:49 main:574] : INFO : Epoch 1748 | loss: 0.0311826 | val_loss: 0.031181 | Time: 10560.5 ms [2022-04-21 20:11:59 main:574] : INFO : Epoch 1749 | loss: 0.0311823 | val_loss: 0.0311823 | Time: 10026.8 ms [2022-04-21 20:12:11 main:574] : INFO : Epoch 1750 | loss: 0.0311826 | val_loss: 0.0311804 | Time: 12103 ms [2022-04-21 20:12:23 main:574] : INFO : Epoch 1751 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 11575 ms [2022-04-21 20:12:34 main:574] : INFO : Epoch 1752 | loss: 0.0311819 | val_loss: 0.0311805 | Time: 11176.2 ms [2022-04-21 20:12:45 main:574] : INFO : Epoch 1753 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 11012.5 ms [2022-04-21 20:12:57 main:574] : INFO : Epoch 1754 | loss: 0.0311824 | val_loss: 0.0311808 | Time: 11704.1 ms [2022-04-21 20:13:07 main:574] : INFO : Epoch 1755 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 10703.2 ms [2022-04-21 20:13:18 main:574] : INFO : Epoch 1756 | loss: 0.0311819 | val_loss: 0.0311815 | Time: 10258.8 ms [2022-04-21 20:13:28 main:574] : INFO : Epoch 1757 | loss: 0.0311834 | val_loss: 0.03118 | Time: 10135.4 ms [2022-04-21 20:13:38 main:574] : INFO : Epoch 1758 | loss: 0.0311823 | val_loss: 0.0311787 | Time: 10403.2 ms [2022-04-21 20:13:49 main:574] : INFO : Epoch 1759 | loss: 0.0311841 | val_loss: 0.0311793 | Time: 10943.3 ms [2022-04-21 20:14:00 main:574] : INFO : Epoch 1760 | loss: 0.0311837 | val_loss: 0.0311804 | Time: 10860.1 ms [2022-04-21 20:14:10 main:574] : INFO : Epoch 1761 | loss: 0.031182 | val_loss: 0.0311771 | Time: 10159.9 ms [2022-04-21 20:14:20 main:574] : INFO : Epoch 1762 | loss: 0.0311812 | val_loss: 0.0311776 | Time: 9882.44 ms [2022-04-21 20:14:30 main:574] : INFO : Epoch 1763 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 10353.1 ms [2022-04-21 20:14:41 main:574] : INFO : Epoch 1764 | loss: 0.0311815 | val_loss: 0.0311773 | Time: 10401.3 ms [2022-04-21 20:14:52 main:574] : INFO : Epoch 1765 | loss: 0.0311815 | val_loss: 0.0311774 | Time: 11090 ms [2022-04-21 20:15:02 main:574] : INFO : Epoch 1766 | loss: 0.03118 | val_loss: 0.0311774 | Time: 10484.9 ms [2022-04-21 20:15:13 main:574] : INFO : Epoch 1767 | loss: 0.0311801 | val_loss: 0.0311768 | Time: 10952.2 ms [2022-04-21 20:15:25 main:574] : INFO : Epoch 1768 | loss: 0.0311829 | val_loss: 0.0311773 | Time: 11208.4 ms [2022-04-21 20:15:35 main:574] : INFO : Epoch 1769 | loss: 0.0311793 | val_loss: 0.0311766 | Time: 10425.8 ms [2022-04-21 20:15:45 main:574] : INFO : Epoch 1770 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 10267.9 ms [2022-04-21 20:15:56 main:574] : INFO : Epoch 1771 | loss: 0.0311799 | val_loss: 0.0311766 | Time: 10273.4 ms [2022-04-21 20:16:06 main:574] : INFO : Epoch 1772 | loss: 0.0311794 | val_loss: 0.0311759 | Time: 10147.8 ms [2022-04-21 20:16:16 main:574] : INFO : Epoch 1773 | loss: 0.0311793 | val_loss: 0.0311763 | Time: 10534.5 ms [2022-04-21 20:16:26 main:574] : INFO : Epoch 1774 | loss: 0.0311812 | val_loss: 0.0311763 | Time: 10164.8 ms [2022-04-21 20:16:37 main:574] : INFO : Epoch 1775 | loss: 0.0311788 | val_loss: 0.0311763 | Time: 10261.3 ms [2022-04-21 20:16:47 main:574] : INFO : Epoch 1776 | loss: 0.0311783 | val_loss: 0.0311758 | Time: 10573.1 ms [2022-04-21 20:16:57 main:574] : INFO : Epoch 1777 | loss: 0.0311785 | val_loss: 0.0311765 | Time: 10056.9 ms [2022-04-21 20:17:07 main:574] : INFO : Epoch 1778 | loss: 0.0311796 | val_loss: 0.031179 | Time: 10033.3 ms [2022-04-21 20:17:18 main:574] : INFO : Epoch 1779 | loss: 0.0311815 | val_loss: 0.0311804 | Time: 10739.1 ms [2022-04-21 20:17:28 main:574] : INFO : Epoch 1780 | loss: 0.0311922 | val_loss: 0.0311937 | Time: 10114 ms [2022-04-21 20:17:38 main:574] : INFO : Epoch 1781 | loss: 0.0311931 | val_loss: 0.0311882 | Time: 10059 ms [2022-04-21 20:17:48 main:574] : INFO : Epoch 1782 | loss: 0.031193 | val_loss: 0.0311892 | Time: 10053.7 ms [2022-04-21 20:17:59 main:574] : INFO : Epoch 1783 | loss: 0.0311982 | val_loss: 0.0311993 | Time: 10543.5 ms [2022-04-21 20:18:09 main:574] : INFO : Epoch 1784 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 9933.26 ms [2022-04-21 20:18:18 main:574] : INFO : Epoch 1785 | loss: 0.0311979 | val_loss: 0.0311978 | Time: 9463.98 ms [2022-04-21 20:18:28 main:574] : INFO : Epoch 1786 | loss: 0.0311987 | val_loss: 0.0311989 | Time: 9914.35 ms [2022-04-21 20:18:38 main:574] : INFO : Epoch 1787 | loss: 0.0311978 | val_loss: 0.0311957 | Time: 9842.57 ms [2022-04-21 20:18:48 main:574] : INFO : Epoch 1788 | loss: 0.0311977 | val_loss: 0.031197 | Time: 9684.81 ms [2022-04-21 20:18:58 main:574] : INFO : Epoch 1789 | loss: 0.0311983 | val_loss: 0.0311959 | Time: 9810.06 ms [2022-04-21 20:19:07 main:574] : INFO : Epoch 1790 | loss: 0.0311986 | val_loss: 0.0311988 | Time: 9891.7 ms [2022-04-21 20:19:17 main:574] : INFO : Epoch 1791 | loss: 0.0311982 | val_loss: 0.031193 | Time: 9699.86 ms [2022-04-21 20:19:27 main:574] : INFO : Epoch 1792 | loss: 0.0311982 | val_loss: 0.031193 | Time: 9675.56 ms [2022-04-21 20:19:37 main:574] : INFO : Epoch 1793 | loss: 0.0311957 | val_loss: 0.031193 | Time: 9807.99 ms [2022-04-21 20:19:47 main:574] : INFO : Epoch 1794 | loss: 0.0311956 | val_loss: 0.0311926 | Time: 9979.95 ms [2022-04-21 20:19:57 main:574] : INFO : Epoch 1795 | loss: 0.0311962 | val_loss: 0.0312002 | Time: 10098.4 ms [2022-04-21 20:20:07 main:574] : INFO : Epoch 1796 | loss: 0.0311966 | val_loss: 0.0311933 | Time: 9971.78 ms [2022-04-21 20:20:17 main:574] : INFO : Epoch 1797 | loss: 0.0311964 | val_loss: 0.031191 | Time: 9940.45 ms [2022-04-21 20:20:27 main:574] : INFO : Epoch 1798 | loss: 0.0311938 | val_loss: 0.0311965 | Time: 9806.28 ms [2022-04-21 20:20:38 main:574] : INFO : Epoch 1799 | loss: 0.031195 | val_loss: 0.031194 | Time: 11207.5 ms [2022-04-21 20:20:50 main:574] : INFO : Epoch 1800 | loss: 0.0311937 | val_loss: 0.0311904 | Time: 12073 ms [2022-04-21 20:21:02 main:574] : INFO : Epoch 1801 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 12116.6 ms [2022-04-21 20:21:12 main:574] : INFO : Epoch 1802 | loss: 0.0311927 | val_loss: 0.0311926 | Time: 10415.4 ms [2022-04-21 20:21:23 main:574] : INFO : Epoch 1803 | loss: 0.0311921 | val_loss: 0.0311898 | Time: 10849.2 ms [2022-04-21 20:21:33 main:574] : INFO : Epoch 1804 | loss: 0.0311928 | val_loss: 0.0311913 | Time: 9543.24 ms [2022-04-21 20:21:42 main:574] : INFO : Epoch 1805 | loss: 0.0311941 | val_loss: 0.03119 | Time: 9360.02 ms [2022-04-21 20:21:52 main:574] : INFO : Epoch 1806 | loss: 0.0311939 | val_loss: 0.0311912 | Time: 9578.11 ms [2022-04-21 20:22:01 main:574] : INFO : Epoch 1807 | loss: 0.0311947 | val_loss: 0.0311908 | Time: 9601.11 ms [2022-04-21 20:22:11 main:574] : INFO : Epoch 1808 | loss: 0.031194 | val_loss: 0.0311894 | Time: 9420.54 ms [2022-04-21 20:22:20 main:574] : INFO : Epoch 1809 | loss: 0.0311926 | val_loss: 0.0311883 | Time: 9387.27 ms [2022-04-21 20:22:30 main:574] : INFO : Epoch 1810 | loss: 0.0311922 | val_loss: 0.0311886 | Time: 10048.4 ms [2022-04-21 20:22:42 main:574] : INFO : Epoch 1811 | loss: 0.031191 | val_loss: 0.0311892 | Time: 11708.4 ms [2022-04-21 20:22:54 main:574] : INFO : Epoch 1812 | loss: 0.0311918 | val_loss: 0.031189 | Time: 12260.5 ms [2022-04-21 20:23:06 main:574] : INFO : Epoch 1813 | loss: 0.0311917 | val_loss: 0.03119 | Time: 12295.7 ms [2022-04-21 20:23:19 main:574] : INFO : Epoch 1814 | loss: 0.0311918 | val_loss: 0.0311889 | Time: 12136.2 ms [2022-04-21 20:23:31 main:574] : INFO : Epoch 1815 | loss: 0.031191 | val_loss: 0.0311892 | Time: 12328 ms [2022-04-21 20:23:44 main:574] : INFO : Epoch 1816 | loss: 0.0311911 | val_loss: 0.0311898 | Time: 12614.9 ms [2022-04-21 20:23:57 main:574] : INFO : Epoch 1817 | loss: 0.0311911 | val_loss: 0.0311921 | Time: 13074.6 ms [2022-04-21 20:24:09 main:574] : INFO : Epoch 1818 | loss: 0.031191 | val_loss: 0.0311893 | Time: 12029.2 ms [2022-04-21 20:24:21 main:574] : INFO : Epoch 1819 | loss: 0.0311913 | val_loss: 0.0311897 | Time: 12153.2 ms [2022-04-21 20:24:33 main:574] : INFO : Epoch 1820 | loss: 0.031191 | val_loss: 0.0311892 | Time: 11891.2 ms [2022-04-21 20:24:45 main:574] : INFO : Epoch 1821 | loss: 0.0311908 | val_loss: 0.031189 | Time: 11875.6 ms [2022-04-21 20:24:57 main:574] : INFO : Epoch 1822 | loss: 0.0311902 | val_loss: 0.0311891 | Time: 12056.4 ms [2022-04-21 20:25:07 main:574] : INFO : Epoch 1823 | loss: 0.0311904 | val_loss: 0.0311892 | Time: 10732.9 ms [2022-04-21 20:25:18 main:574] : INFO : Epoch 1824 | loss: 0.0311912 | val_loss: 0.0311892 | Time: 10778.5 ms [2022-04-21 20:25:29 main:574] : INFO : Epoch 1825 | loss: 0.0311907 | val_loss: 0.0311893 | Time: 10548.2 ms [2022-04-21 20:25:39 main:574] : INFO : Epoch 1826 | loss: 0.0311951 | val_loss: 0.0311947 | Time: 10050.9 ms [2022-04-21 20:25:49 main:574] : INFO : Epoch 1827 | loss: 0.0311921 | val_loss: 0.0311885 | Time: 9847.42 ms [2022-04-21 20:25:59 main:574] : INFO : Epoch 1828 | loss: 0.0311901 | val_loss: 0.0311877 | Time: 10583.3 ms [2022-04-21 20:26:12 main:574] : INFO : Epoch 1829 | loss: 0.0311907 | val_loss: 0.0311869 | Time: 12356 ms [2022-04-21 20:26:24 main:574] : INFO : Epoch 1830 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 12838.7 ms [2022-04-21 20:26:39 main:574] : INFO : Epoch 1831 | loss: 0.0311892 | val_loss: 0.0311873 | Time: 14382.8 ms [2022-04-21 20:26:50 main:574] : INFO : Epoch 1832 | loss: 0.0311892 | val_loss: 0.0311881 | Time: 11307.3 ms [2022-04-21 20:27:02 main:574] : INFO : Epoch 1833 | loss: 0.0311896 | val_loss: 0.0311875 | Time: 12244.4 ms [2022-04-21 20:27:13 main:574] : INFO : Epoch 1834 | loss: 0.0311893 | val_loss: 0.0311869 | Time: 11049.4 ms [2022-04-21 20:27:24 main:574] : INFO : Epoch 1835 | loss: 0.0311893 | val_loss: 0.0311863 | Time: 10242.2 ms [2022-04-21 20:27:34 main:574] : INFO : Epoch 1836 | loss: 0.0311893 | val_loss: 0.0311881 | Time: 10727.2 ms [2022-04-21 20:27:46 main:574] : INFO : Epoch 1837 | loss: 0.0311897 | val_loss: 0.0311873 | Time: 11578 ms [2022-04-21 20:27:57 main:574] : INFO : Epoch 1838 | loss: 0.031189 | val_loss: 0.0311863 | Time: 10684.4 ms [2022-04-21 20:28:07 main:574] : INFO : Epoch 1839 | loss: 0.0311885 | val_loss: 0.0311868 | Time: 10233.2 ms [2022-04-21 20:28:17 main:574] : INFO : Epoch 1840 | loss: 0.0311889 | val_loss: 0.0311866 | Time: 10442.8 ms [2022-04-21 20:28:29 main:574] : INFO : Epoch 1841 | loss: 0.0311885 | val_loss: 0.0311864 | Time: 11364.6 ms [2022-04-21 20:28:41 main:574] : INFO : Epoch 1842 | loss: 0.0311902 | val_loss: 0.0311887 | Time: 12300 ms [2022-04-21 20:28:54 main:574] : INFO : Epoch 1843 | loss: 0.0311905 | val_loss: 0.0311871 | Time: 13061.5 ms [2022-04-21 20:29:13 main:574] : INFO : Epoch 1844 | loss: 0.0311889 | val_loss: 0.0311867 | Time: 19211.4 ms [2022-04-21 20:30:59 main:574] : INFO : Epoch 1845 | loss: 0.0311884 | val_loss: 0.0311874 | Time: 105155 ms [2022-04-21 20:31:11 main:574] : INFO : Epoch 1846 | loss: 0.0311894 | val_loss: 0.031188 | Time: 12265.3 ms [2022-04-21 20:31:28 main:574] : INFO : Epoch 1847 | loss: 0.0311894 | val_loss: 0.0311862 | Time: 16696.1 ms [2022-04-21 20:31:54 main:574] : INFO : Epoch 1848 | loss: 0.0311884 | val_loss: 0.0311869 | Time: 25991.3 ms [2022-04-21 20:32:15 main:574] : INFO : Epoch 1849 | loss: 0.0311881 | val_loss: 0.0311856 | Time: 21014.4 ms [2022-04-21 20:32:32 main:574] : INFO : Epoch 1850 | loss: 0.0311892 | val_loss: 0.0311866 | Time: 17101.4 ms [2022-04-21 20:32:47 main:574] : INFO : Epoch 1851 | loss: 0.0311881 | val_loss: 0.0311872 | Time: 14910.7 ms [2022-04-21 20:33:01 main:574] : INFO : Epoch 1852 | loss: 0.0311885 | val_loss: 0.031186 | Time: 14648.7 ms [2022-04-21 20:33:16 main:574] : INFO : Epoch 1853 | loss: 0.0311882 | val_loss: 0.0311871 | Time: 15005 ms [2022-04-21 20:33:30 main:574] : INFO : Epoch 1854 | loss: 0.0311888 | val_loss: 0.0311866 | Time: 13758.3 ms [2022-04-21 20:33:43 main:574] : INFO : Epoch 1855 | loss: 0.0311877 | val_loss: 0.0311857 | Time: 13101.1 ms [2022-04-21 20:33:57 main:574] : INFO : Epoch 1856 | loss: 0.0311879 | val_loss: 0.0311867 | Time: 13419.8 ms [2022-04-21 20:34:10 main:574] : INFO : Epoch 1857 | loss: 0.0311889 | val_loss: 0.0311869 | Time: 13784.4 ms [2022-04-21 20:34:24 main:574] : INFO : Epoch 1858 | loss: 0.0311883 | val_loss: 0.0311868 | Time: 13239.2 ms [2022-04-21 20:34:37 main:574] : INFO : Epoch 1859 | loss: 0.0311889 | val_loss: 0.0311853 | Time: 13729.3 ms [2022-04-21 20:34:51 main:574] : INFO : Epoch 1860 | loss: 0.0311886 | val_loss: 0.0311857 | Time: 13389.7 ms [2022-04-21 20:35:02 main:574] : INFO : Epoch 1861 | loss: 0.0311902 | val_loss: 0.0311872 | Time: 10846.8 ms [2022-04-21 20:35:12 main:574] : INFO : Epoch 1862 | loss: 0.0311906 | val_loss: 0.0311853 | Time: 10234 ms [2022-04-21 20:35:24 main:574] : INFO : Epoch 1863 | loss: 0.031188 | val_loss: 0.0311843 | Time: 11880 ms [2022-04-21 20:35:35 main:574] : INFO : Epoch 1864 | loss: 0.0311886 | val_loss: 0.0311847 | Time: 10941.8 ms [2022-04-21 20:35:46 main:574] : INFO : Epoch 1865 | loss: 0.031188 | val_loss: 0.0311889 | Time: 11055.6 ms [2022-04-21 20:35:57 main:574] : INFO : Epoch 1866 | loss: 0.0311886 | val_loss: 0.0311843 | Time: 10989.6 ms [2022-04-21 20:36:09 main:574] : INFO : Epoch 1867 | loss: 0.0311893 | val_loss: 0.0311844 | Time: 12605.5 ms [2022-04-21 20:36:22 main:574] : INFO : Epoch 1868 | loss: 0.031188 | val_loss: 0.0311847 | Time: 12901.9 ms [2022-04-21 20:36:35 main:574] : INFO : Epoch 1869 | loss: 0.0311868 | val_loss: 0.0311843 | Time: 13107 ms [2022-04-21 20:36:49 main:574] : INFO : Epoch 1870 | loss: 0.0311876 | val_loss: 0.031185 | Time: 13237.8 ms [2022-04-21 20:37:01 main:574] : INFO : Epoch 1871 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 12703.1 ms [2022-04-21 20:37:14 main:574] : INFO : Epoch 1872 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 12817.3 ms [2022-04-21 20:37:27 main:574] : INFO : Epoch 1873 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 13141.8 ms [2022-04-21 20:37:41 main:574] : INFO : Epoch 1874 | loss: 0.0311861 | val_loss: 0.0311844 | Time: 13234 ms [2022-04-21 20:37:54 main:574] : INFO : Epoch 1875 | loss: 0.0311866 | val_loss: 0.0311845 | Time: 13045.5 ms [2022-04-21 20:38:07 main:574] : INFO : Epoch 1876 | loss: 0.031187 | val_loss: 0.0311978 | Time: 12957.4 ms [2022-04-21 20:38:20 main:574] : INFO : Epoch 1877 | loss: 0.0311952 | val_loss: 0.0311895 | Time: 13133.9 ms [2022-04-21 20:38:33 main:574] : INFO : Epoch 1878 | loss: 0.0311871 | val_loss: 0.0311852 | Time: 12977.3 ms [2022-04-21 20:38:46 main:574] : INFO : Epoch 1879 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 12892.4 ms [2022-04-21 20:38:59 main:574] : INFO : Epoch 1880 | loss: 0.031185 | val_loss: 0.0311847 | Time: 13140.1 ms [2022-04-21 20:39:12 main:574] : INFO : Epoch 1881 | loss: 0.0311851 | val_loss: 0.0311841 | Time: 13101.1 ms [2022-04-21 20:39:25 main:574] : INFO : Epoch 1882 | loss: 0.0311858 | val_loss: 0.0311833 | Time: 13037.3 ms [2022-04-21 20:39:38 main:574] : INFO : Epoch 1883 | loss: 0.0311844 | val_loss: 0.0311841 | Time: 12913.2 ms [2022-04-21 20:39:51 main:574] : INFO : Epoch 1884 | loss: 0.0311846 | val_loss: 0.0311847 | Time: 13111.9 ms [2022-04-21 20:40:03 main:574] : INFO : Epoch 1885 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 12518.7 ms [2022-04-21 20:40:16 main:574] : INFO : Epoch 1886 | loss: 0.0311851 | val_loss: 0.0311834 | Time: 12940.9 ms [2022-04-21 20:40:29 main:574] : INFO : Epoch 1887 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 12848.2 ms [2022-04-21 20:40:42 main:574] : INFO : Epoch 1888 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 12944.7 ms [2022-04-21 20:40:53 main:574] : INFO : Epoch 1889 | loss: 0.031185 | val_loss: 0.0311863 | Time: 11099.1 ms [2022-04-21 20:41:03 main:574] : INFO : Epoch 1890 | loss: 0.0311843 | val_loss: 0.0311832 | Time: 9846.13 ms [2022-04-21 20:41:13 main:574] : INFO : Epoch 1891 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 9415.76 ms [2022-04-21 20:41:23 main:574] : INFO : Epoch 1892 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 10288 ms [2022-04-21 20:41:37 main:574] : INFO : Epoch 1893 | loss: 0.0311836 | val_loss: 0.0311842 | Time: 13884.9 ms [2022-04-21 20:41:50 main:574] : INFO : Epoch 1894 | loss: 0.0311842 | val_loss: 0.0311838 | Time: 13573.9 ms [2022-04-21 20:42:02 main:574] : INFO : Epoch 1895 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 11456.8 ms [2022-04-21 20:42:13 main:574] : INFO : Epoch 1896 | loss: 0.0311844 | val_loss: 0.0311844 | Time: 11544.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-04-22 18:02:20 main:435] : INFO : Set logging level to 1 [2022-04-22 18:02:20 main:441] : INFO : Running in BOINC Client mode [2022-04-22 18:02:20 main:444] : INFO : Resolving all filenames [2022-04-22 18:02:20 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-22 18:02:20 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-22 18:02:20 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-22 18:02:20 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-22 18:02:20 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-22 18:02:20 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-22 18:02:20 main:474] : INFO : Configuration: [2022-04-22 18:02:20 main:475] : INFO : Model type: GRU [2022-04-22 18:02:20 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-22 18:02:20 main:477] : INFO : Max Epochs: 2048 [2022-04-22 18:02:20 main:478] : INFO : Batch Size: 128 [2022-04-22 18:02:20 main:479] : INFO : Learning Rate: 0.01 [2022-04-22 18:02:20 main:480] : INFO : Patience: 10 [2022-04-22 18:02:20 main:481] : INFO : Hidden Width: 12 [2022-04-22 18:02:20 main:482] : INFO : # Recurrent Layers: 4 [2022-04-22 18:02:20 main:483] : INFO : # Backend Layers: 4 [2022-04-22 18:02:20 main:484] : INFO : # Threads: 1 [2022-04-22 18:02:20 main:486] : INFO : Preparing Dataset [2022-04-22 18:02:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-22 18:02:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-22 18:02:38 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-22 18:02:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-22 18:02:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-22 18:02:38 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-22 18:02:38 main:494] : INFO : Creating Model [2022-04-22 18:02:38 main:507] : INFO : Preparing config file [2022-04-22 18:02:38 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-22 18:02:38 main:512] : INFO : Loading config [2022-04-22 18:02:38 main:514] : INFO : Loading state [2022-04-22 18:02:40 main:559] : INFO : Loading DataLoader into Memory [2022-04-22 18:02:40 main:562] : INFO : Starting Training [2022-04-22 18:02:57 main:574] : INFO : Epoch 1891 | loss: 0.0312101 | val_loss: 0.0311854 | Time: 16657 ms [2022-04-22 18:03:07 main:574] : INFO : Epoch 1892 | loss: 0.0311881 | val_loss: 0.0311829 | Time: 10782.1 ms [2022-04-22 18:03:21 main:574] : INFO : Epoch 1893 | loss: 0.0311847 | val_loss: 0.0311817 | Time: 13495.4 ms [2022-04-22 18:03:32 main:574] : INFO : Epoch 1894 | loss: 0.0311847 | val_loss: 0.0311817 | Time: 10832.9 ms [2022-04-22 18:03:43 main:574] : INFO : Epoch 1895 | loss: 0.031184 | val_loss: 0.0311844 | Time: 11562.6 ms [2022-04-22 18:03:55 main:574] : INFO : Epoch 1896 | loss: 0.0311849 | val_loss: 0.0311821 | Time: 11571.7 ms [2022-04-22 18:04:07 main:574] : INFO : Epoch 1897 | loss: 0.0311836 | val_loss: 0.0311835 | Time: 12563.9 ms [2022-04-22 18:04:19 main:574] : INFO : Epoch 1898 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 11971.5 ms [2022-04-22 18:04:36 main:574] : INFO : Epoch 1899 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 16243.3 ms [2022-04-22 18:04:47 main:574] : INFO : Epoch 1900 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 11541.5 ms [2022-04-22 18:04:58 main:574] : INFO : Epoch 1901 | loss: 0.0311811 | val_loss: 0.031182 | Time: 10304 ms [2022-04-22 18:05:07 main:574] : INFO : Epoch 1902 | loss: 0.0311806 | val_loss: 0.0311828 | Time: 9460.51 ms [2022-04-22 18:05:16 main:574] : INFO : Epoch 1903 | loss: 0.0311833 | val_loss: 0.0311797 | Time: 8587.07 ms [2022-04-22 18:05:24 main:574] : INFO : Epoch 1904 | loss: 0.0311845 | val_loss: 0.0311802 | Time: 8621.58 ms [2022-04-22 18:05:33 main:574] : INFO : Epoch 1905 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 8522.77 ms [2022-04-22 18:05:41 main:574] : INFO : Epoch 1906 | loss: 0.0311799 | val_loss: 0.0311764 | Time: 8630.06 ms [2022-04-22 18:05:50 main:574] : INFO : Epoch 1907 | loss: 0.0311792 | val_loss: 0.0311783 | Time: 8908.99 ms [2022-04-22 18:05:59 main:574] : INFO : Epoch 1908 | loss: 0.0311814 | val_loss: 0.0311804 | Time: 8627.82 ms [2022-04-22 18:06:07 main:574] : INFO : Epoch 1909 | loss: 0.0311812 | val_loss: 0.031179 | Time: 8446.62 ms [2022-04-22 18:06:17 main:574] : INFO : Epoch 1910 | loss: 0.0311814 | val_loss: 0.0311789 | Time: 9151.02 ms [2022-04-22 18:06:26 main:574] : INFO : Epoch 1911 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 9329.38 ms [2022-04-22 18:06:35 main:574] : INFO : Epoch 1912 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 9330.57 ms [2022-04-22 18:06:48 main:574] : INFO : Epoch 1913 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 12440.3 ms [2022-04-22 18:06:56 main:574] : INFO : Epoch 1914 | loss: 0.0311815 | val_loss: 0.0311783 | Time: 8383.14 ms [2022-04-22 18:07:05 main:574] : INFO : Epoch 1915 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 8554.23 ms [2022-04-22 18:07:13 main:574] : INFO : Epoch 1916 | loss: 0.0311774 | val_loss: 0.0311782 | Time: 8324.62 ms [2022-04-22 18:07:24 main:574] : INFO : Epoch 1917 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 10721.9 ms [2022-04-22 18:07:36 main:574] : INFO : Epoch 1918 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 12475.9 ms [2022-04-22 18:07:45 main:574] : INFO : Epoch 1919 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 9015.64 ms [2022-04-22 18:07:54 main:574] : INFO : Epoch 1920 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 8679.59 ms [2022-04-22 18:08:03 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 8693.82 ms [2022-04-22 18:08:11 main:574] : INFO : Epoch 1922 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 8652.69 ms [2022-04-22 18:08:20 main:574] : INFO : Epoch 1923 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 8692.66 ms [2022-04-22 18:08:29 main:574] : INFO : Epoch 1924 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 8684.46 ms [2022-04-22 18:08:37 main:574] : INFO : Epoch 1925 | loss: 0.0311789 | val_loss: 0.0311796 | Time: 8632.67 ms [2022-04-22 18:08:46 main:574] : INFO : Epoch 1926 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 8518.63 ms [2022-04-22 18:08:54 main:574] : INFO : Epoch 1927 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 8520.07 ms [2022-04-22 18:09:03 main:574] : INFO : Epoch 1928 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 8528.15 ms [2022-04-22 18:09:12 main:574] : INFO : Epoch 1929 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 8747.58 ms [2022-04-22 18:09:20 main:574] : INFO : Epoch 1930 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 8623.89 ms [2022-04-22 18:09:29 main:574] : INFO : Epoch 1931 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 8573.87 ms [2022-04-22 18:09:37 main:574] : INFO : Epoch 1932 | loss: 0.031175 | val_loss: 0.0311772 | Time: 8683.35 ms [2022-04-22 18:09:46 main:574] : INFO : Epoch 1933 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 8570.36 ms [2022-04-22 18:09:55 main:574] : INFO : Epoch 1934 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 8557.8 ms [2022-04-22 18:10:03 main:574] : INFO : Epoch 1935 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 8610.56 ms [2022-04-22 18:10:12 main:574] : INFO : Epoch 1936 | loss: 0.0311751 | val_loss: 0.031178 | Time: 8551.14 ms [2022-04-22 18:10:20 main:574] : INFO : Epoch 1937 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 8604.19 ms [2022-04-22 18:10:29 main:574] : INFO : Epoch 1938 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 8746.77 ms [2022-04-22 18:10:38 main:574] : INFO : Epoch 1939 | loss: 0.0311769 | val_loss: 0.0311791 | Time: 8609.86 ms [2022-04-22 18:10:47 main:574] : INFO : Epoch 1940 | loss: 0.0311757 | val_loss: 0.0311777 | Time: 9059.61 ms [2022-04-22 18:10:55 main:574] : INFO : Epoch 1941 | loss: 0.031175 | val_loss: 0.0311774 | Time: 8613.42 ms [2022-04-22 18:11:04 main:574] : INFO : Epoch 1942 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 8327.58 ms [2022-04-22 18:11:12 main:574] : INFO : Epoch 1943 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 8701.7 ms [2022-04-22 18:11:22 main:574] : INFO : Epoch 1944 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 9735.6 ms [2022-04-22 18:11:32 main:574] : INFO : Epoch 1945 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 9999.8 ms [2022-04-22 18:11:42 main:574] : INFO : Epoch 1946 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 9938.92 ms [2022-04-22 18:11:53 main:574] : INFO : Epoch 1947 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 10569.9 ms [2022-04-22 18:12:03 main:574] : INFO : Epoch 1948 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 10233.3 ms [2022-04-22 18:12:12 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 9447.01 ms [2022-04-22 18:12:21 main:574] : INFO : Epoch 1950 | loss: 0.0311727 | val_loss: 0.0311775 | Time: 8928.54 ms [2022-04-22 18:12:31 main:574] : INFO : Epoch 1951 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 9727.58 ms [2022-04-22 18:12:40 main:574] : INFO : Epoch 1952 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 9259.12 ms [2022-04-22 18:12:53 main:574] : INFO : Epoch 1953 | loss: 0.031174 | val_loss: 0.0311774 | Time: 12105.4 ms [2022-04-22 18:13:02 main:574] : INFO : Epoch 1954 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 9365.91 ms [2022-04-22 18:13:12 main:574] : INFO : Epoch 1955 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 9687.97 ms [2022-04-22 18:13:23 main:574] : INFO : Epoch 1956 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 11343.1 ms [2022-04-22 18:13:35 main:574] : INFO : Epoch 1957 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 11961.6 ms [2022-04-22 18:13:47 main:574] : INFO : Epoch 1958 | loss: 0.0311727 | val_loss: 0.031177 | Time: 11749.6 ms [2022-04-22 18:13:58 main:574] : INFO : Epoch 1959 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 11535.4 ms [2022-04-22 18:14:09 main:574] : INFO : Epoch 1960 | loss: 0.0311729 | val_loss: 0.0311783 | Time: 11142.6 ms [2022-04-22 18:14:20 main:574] : INFO : Epoch 1961 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 10998.3 ms [2022-04-22 18:14:33 main:574] : INFO : Epoch 1962 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 12646.3 ms [2022-04-22 18:14:43 main:574] : INFO : Epoch 1963 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 10393.7 ms [2022-04-22 18:14:53 main:574] : INFO : Epoch 1964 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 9790.51 ms [2022-04-22 18:15:03 main:574] : INFO : Epoch 1965 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 10115.6 ms [2022-04-22 18:15:14 main:574] : INFO : Epoch 1966 | loss: 0.031173 | val_loss: 0.0311768 | Time: 10822.8 ms [2022-04-22 18:15:23 main:574] : INFO : Epoch 1967 | loss: 0.031172 | val_loss: 0.0311766 | Time: 9241.81 ms [2022-04-22 18:15:33 main:574] : INFO : Epoch 1968 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 9173.59 ms [2022-04-22 18:15:42 main:574] : INFO : Epoch 1969 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 9567.14 ms [2022-04-22 18:15:54 main:574] : INFO : Epoch 1970 | loss: 0.0311701 | val_loss: 0.031177 | Time: 12105.1 ms [2022-04-22 18:16:04 main:574] : INFO : Epoch 1971 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 10166.3 ms [2022-04-22 18:16:16 main:574] : INFO : Epoch 1972 | loss: 0.0311699 | val_loss: 0.0311784 | Time: 11763.2 ms [2022-04-22 18:16:28 main:574] : INFO : Epoch 1973 | loss: 0.03117 | val_loss: 0.0311779 | Time: 11585.1 ms [2022-04-22 18:16:38 main:574] : INFO : Epoch 1974 | loss: 0.0311799 | val_loss: 0.031185 | Time: 10013.7 ms [2022-04-22 18:16:48 main:574] : INFO : Epoch 1975 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 10644.8 ms [2022-04-22 18:17:01 main:574] : INFO : Epoch 1976 | loss: 0.0311825 | val_loss: 0.0311824 | Time: 12189.8 ms [2022-04-22 18:17:12 main:574] : INFO : Epoch 1977 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 11745.2 ms [2022-04-22 18:17:23 main:574] : INFO : Epoch 1978 | loss: 0.0311801 | val_loss: 0.0311809 | Time: 10258.9 ms [2022-04-22 18:17:33 main:574] : INFO : Epoch 1979 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 10003.1 ms [2022-04-22 18:17:43 main:574] : INFO : Epoch 1980 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 10546.4 ms [2022-04-22 18:17:53 main:574] : INFO : Epoch 1981 | loss: 0.0311797 | val_loss: 0.03118 | Time: 9964.89 ms [2022-04-22 18:18:03 main:574] : INFO : Epoch 1982 | loss: 0.0311793 | val_loss: 0.0311789 | Time: 9814.1 ms [2022-04-22 18:18:14 main:574] : INFO : Epoch 1983 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 10500.7 ms [2022-04-22 18:18:23 main:574] : INFO : Epoch 1984 | loss: 0.0311789 | val_loss: 0.0311788 | Time: 9858.64 ms [2022-04-22 18:18:34 main:574] : INFO : Epoch 1985 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 10146.8 ms [2022-04-22 18:18:43 main:574] : INFO : Epoch 1986 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 9127.61 ms [2022-04-22 18:18:53 main:574] : INFO : Epoch 1987 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 10649.6 ms [2022-04-22 18:19:03 main:574] : INFO : Epoch 1988 | loss: 0.0311767 | val_loss: 0.0311777 | Time: 9279.48 ms [2022-04-22 18:19:12 main:574] : INFO : Epoch 1989 | loss: 0.031176 | val_loss: 0.0311777 | Time: 9129.85 ms [2022-04-22 18:19:22 main:574] : INFO : Epoch 1990 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 9575.28 ms [2022-04-22 18:19:31 main:574] : INFO : Epoch 1991 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 9106.69 ms [2022-04-22 18:19:40 main:574] : INFO : Epoch 1992 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 9114.56 ms [2022-04-22 18:19:49 main:574] : INFO : Epoch 1993 | loss: 0.0311764 | val_loss: 0.0311795 | Time: 9161.55 ms [2022-04-22 18:19:58 main:574] : INFO : Epoch 1994 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 9106.16 ms [2022-04-22 18:20:07 main:574] : INFO : Epoch 1995 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 9116.13 ms [2022-04-22 18:20:16 main:574] : INFO : Epoch 1996 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 9082.47 ms [2022-04-22 18:20:26 main:574] : INFO : Epoch 1997 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 9559.96 ms [2022-04-22 18:20:35 main:574] : INFO : Epoch 1998 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 9204.88 ms [2022-04-22 18:20:44 main:574] : INFO : Epoch 1999 | loss: 0.0311748 | val_loss: 0.0311785 | Time: 9184.05 ms [2022-04-22 18:20:53 main:574] : INFO : Epoch 2000 | loss: 0.031174 | val_loss: 0.0311786 | Time: 9284.91 ms [2022-04-22 18:21:03 main:574] : INFO : Epoch 2001 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 9332.81 ms [2022-04-22 18:21:12 main:574] : INFO : Epoch 2002 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 9161 ms [2022-04-22 18:21:22 main:574] : INFO : Epoch 2003 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 9557.74 ms [2022-04-22 18:21:31 main:574] : INFO : Epoch 2004 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 9041 ms [2022-04-22 18:21:40 main:574] : INFO : Epoch 2005 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 9429.71 ms [2022-04-22 18:21:50 main:574] : INFO : Epoch 2006 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 9781.43 ms [2022-04-22 18:21:59 main:574] : INFO : Epoch 2007 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 9369.4 ms [2022-04-22 18:22:09 main:574] : INFO : Epoch 2008 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 9310.58 ms [2022-04-22 18:22:17 main:574] : INFO : Epoch 2009 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 8865.62 ms [2022-04-22 18:22:26 main:574] : INFO : Epoch 2010 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 8917.11 ms [2022-04-22 18:22:35 main:574] : INFO : Epoch 2011 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 9071.58 ms [2022-04-22 18:22:45 main:574] : INFO : Epoch 2012 | loss: 0.0311739 | val_loss: 0.0311839 | Time: 9110.39 ms [2022-04-22 18:22:53 main:574] : INFO : Epoch 2013 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 8903.26 ms [2022-04-22 18:23:02 main:574] : INFO : Epoch 2014 | loss: 0.0311766 | val_loss: 0.031186 | Time: 8783.05 ms [2022-04-22 18:23:11 main:574] : INFO : Epoch 2015 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 8565.92 ms [2022-04-22 18:23:19 main:574] : INFO : Epoch 2016 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 8686.83 ms [2022-04-22 18:23:28 main:574] : INFO : Epoch 2017 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 8576.76 ms [2022-04-22 18:23:37 main:574] : INFO : Epoch 2018 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 8511.56 ms [2022-04-22 18:23:45 main:574] : INFO : Epoch 2019 | loss: 0.0311735 | val_loss: 0.031181 | Time: 8711.71 ms [2022-04-22 18:23:54 main:574] : INFO : Epoch 2020 | loss: 0.0311734 | val_loss: 0.0311838 | Time: 8722.8 ms [2022-04-22 18:24:03 main:574] : INFO : Epoch 2021 | loss: 0.0311737 | val_loss: 0.0311843 | Time: 8730.76 ms [2022-04-22 18:24:11 main:574] : INFO : Epoch 2022 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 8704.99 ms [2022-04-22 18:24:20 main:574] : INFO : Epoch 2023 | loss: 0.031176 | val_loss: 0.0311859 | Time: 8741.33 ms [2022-04-22 18:24:29 main:574] : INFO : Epoch 2024 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 8786.29 ms [2022-04-22 18:24:38 main:574] : INFO : Epoch 2025 | loss: 0.0311802 | val_loss: 0.0311837 | Time: 8677.64 ms [2022-04-22 18:24:46 main:574] : INFO : Epoch 2026 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 8658.09 ms [2022-04-22 18:24:58 main:574] : INFO : Epoch 2027 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 11796.9 ms [2022-04-22 18:25:08 main:574] : INFO : Epoch 2028 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 9607.88 ms [2022-04-22 18:25:17 main:574] : INFO : Epoch 2029 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 9239.25 ms [2022-04-22 18:25:26 main:574] : INFO : Epoch 2030 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 9342.43 ms [2022-04-22 18:25:35 main:574] : INFO : Epoch 2031 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 8606.72 ms [2022-04-22 18:25:44 main:574] : INFO : Epoch 2032 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 8935.85 ms [2022-04-22 18:25:53 main:574] : INFO : Epoch 2033 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 8625.07 ms [2022-04-22 18:26:01 main:574] : INFO : Epoch 2034 | loss: 0.0311761 | val_loss: 0.031181 | Time: 8676.41 ms [2022-04-22 18:26:10 main:574] : INFO : Epoch 2035 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 8633.24 ms [2022-04-22 18:26:19 main:574] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 8710.03 ms [2022-04-22 18:26:28 main:574] : INFO : Epoch 2037 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 9675.56 ms [2022-04-22 18:26:37 main:574] : INFO : Epoch 2038 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 9022.19 ms [2022-04-22 18:26:46 main:574] : INFO : Epoch 2039 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 8749.2 ms [2022-04-22 18:26:55 main:574] : INFO : Epoch 2040 | loss: 0.031176 | val_loss: 0.0311822 | Time: 8746.28 ms [2022-04-22 18:27:03 main:574] : INFO : Epoch 2041 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 8646.46 ms [2022-04-22 18:27:24 main:574] : INFO : Epoch 2042 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 20215.5 ms [2022-04-22 18:27:34 main:574] : INFO : Epoch 2043 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 9967.8 ms [2022-04-22 18:27:43 main:574] : INFO : Epoch 2044 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 9714.98 ms [2022-04-22 18:27:53 main:574] : INFO : Epoch 2045 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 9857.97 ms [2022-04-22 18:28:04 main:574] : INFO : Epoch 2046 | loss: 0.031176 | val_loss: 0.0311805 | Time: 10686.3 ms [2022-04-22 18:28:13 main:574] : INFO : Epoch 2047 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 9230.34 ms [2022-04-22 18:28:22 main:574] : INFO : Epoch 2048 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 9324.73 ms [2022-04-22 18:28:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311806 [2022-04-22 18:28:22 main:603] : INFO : Saving end state to config to file [2022-04-22 18:28:22 main:608] : INFO : Success, exiting.. 18:28:22 (25888): 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)