Task 11072788
| Name | ParityModified-1639961469-29026-2-0_0 |
| Workunit | 8358306 |
| Created | 26 Jan 2022, 1:45:50 UTC |
| Sent | 12 Feb 2022, 11:19:22 UTC |
| Report deadline | 20 Feb 2022, 11:19:22 UTC |
| Received | 12 Feb 2022, 19:39:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 51 min 35 sec |
| CPU time | 4 hours 20 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2 17:49:40 main:574] : INFO : Epoch 1569 | loss: 0.0310916 | val_loss: 0.0311668 | Time: 8775.12 ms [2022-02-12 17:49:48 main:574] : INFO : Epoch 1570 | loss: 0.0310945 | val_loss: 0.0311695 | Time: 8455.82 ms [2022-02-12 17:49:57 main:574] : INFO : Epoch 1571 | loss: 0.0310933 | val_loss: 0.031172 | Time: 8286.22 ms [2022-02-12 17:50:05 main:574] : INFO : Epoch 1572 | loss: 0.0310903 | val_loss: 0.0311683 | Time: 8249.25 ms [2022-02-12 17:50:14 main:574] : INFO : Epoch 1573 | loss: 0.0310918 | val_loss: 0.0311761 | Time: 8318.35 ms [2022-02-12 17:50:22 main:574] : INFO : Epoch 1574 | loss: 0.0310896 | val_loss: 0.0311576 | Time: 8508.68 ms [2022-02-12 17:50:30 main:574] : INFO : Epoch 1575 | loss: 0.0310919 | val_loss: 0.0311722 | Time: 8292.81 ms [2022-02-12 17:50:39 main:574] : INFO : Epoch 1576 | loss: 0.031095 | val_loss: 0.0311675 | Time: 8368.9 ms [2022-02-12 17:50:47 main:574] : INFO : Epoch 1577 | loss: 0.0310945 | val_loss: 0.0311694 | Time: 8151.61 ms [2022-02-12 17:50:55 main:574] : INFO : Epoch 1578 | loss: 0.03109 | val_loss: 0.0311666 | Time: 8318.76 ms [2022-02-12 17:51:04 main:574] : INFO : Epoch 1579 | loss: 0.0310886 | val_loss: 0.031172 | Time: 8150.3 ms [2022-02-12 17:51:12 main:574] : INFO : Epoch 1580 | loss: 0.031087 | val_loss: 0.0311693 | Time: 8317.95 ms [2022-02-12 17:51:21 main:574] : INFO : Epoch 1581 | loss: 0.0310878 | val_loss: 0.0311668 | Time: 8424.07 ms [2022-02-12 17:51:29 main:574] : INFO : Epoch 1582 | loss: 0.0310874 | val_loss: 0.0311709 | Time: 8528.55 ms [2022-02-12 17:51:37 main:574] : INFO : Epoch 1583 | loss: 0.0310874 | val_loss: 0.031167 | Time: 8287.68 ms [2022-02-12 17:51:46 main:574] : INFO : Epoch 1584 | loss: 0.031088 | val_loss: 0.0311644 | Time: 8042.88 ms [2022-02-12 17:51:54 main:574] : INFO : Epoch 1585 | loss: 0.0310888 | val_loss: 0.0311698 | Time: 8201.63 ms [2022-02-12 17:52:02 main:574] : INFO : Epoch 1586 | loss: 0.0310921 | val_loss: 0.0311645 | Time: 8249.26 ms [2022-02-12 17:52:11 main:574] : INFO : Epoch 1587 | loss: 0.0310935 | val_loss: 0.0311676 | Time: 8345.75 ms [2022-02-12 17:52:19 main:574] : INFO : Epoch 1588 | loss: 0.0310908 | val_loss: 0.0311699 | Time: 8538.59 ms [2022-02-12 17:52:28 main:574] : INFO : Epoch 1589 | loss: 0.0310891 | val_loss: 0.0311634 | Time: 8443.85 ms [2022-02-12 17:52:36 main:574] : INFO : Epoch 1590 | loss: 0.0310883 | val_loss: 0.0311707 | Time: 8406 ms [2022-02-12 17:52:45 main:574] : INFO : Epoch 1591 | loss: 0.0310957 | val_loss: 0.0311645 | Time: 8337.04 ms [2022-02-12 17:52:53 main:574] : INFO : Epoch 1592 | loss: 0.0310935 | val_loss: 0.0311644 | Time: 8501.82 ms [2022-02-12 17:53:02 main:574] : INFO : Epoch 1593 | loss: 0.0310899 | val_loss: 0.0311686 | Time: 8459.55 ms [2022-02-12 17:53:10 main:574] : INFO : Epoch 1594 | loss: 0.0310917 | val_loss: 0.0311632 | Time: 8300.43 ms [2022-02-12 17:53:18 main:574] : INFO : Epoch 1595 | loss: 0.0310903 | val_loss: 0.0311655 | Time: 8457 ms [2022-02-12 17:53:27 main:574] : INFO : Epoch 1596 | loss: 0.0310894 | val_loss: 0.031171 | Time: 8435.27 ms [2022-02-12 17:53:35 main:574] : INFO : Epoch 1597 | loss: 0.0310906 | val_loss: 0.0311657 | Time: 8442.33 ms [2022-02-12 17:53:44 main:574] : INFO : Epoch 1598 | loss: 0.0310896 | val_loss: 0.0311605 | Time: 8556.87 ms [2022-02-12 17:53:53 main:574] : INFO : Epoch 1599 | loss: 0.0311198 | val_loss: 0.0311644 | Time: 8528.56 ms [2022-02-12 17:54:01 main:574] : INFO : Epoch 1600 | loss: 0.0311197 | val_loss: 0.0311604 | Time: 8309.14 ms [2022-02-12 17:54:09 main:574] : INFO : Epoch 1601 | loss: 0.031111 | val_loss: 0.0311669 | Time: 8087.64 ms [2022-02-12 17:54:18 main:574] : INFO : Epoch 1602 | loss: 0.0311054 | val_loss: 0.031172 | Time: 8446.52 ms [2022-02-12 17:54:26 main:574] : INFO : Epoch 1603 | loss: 0.031102 | val_loss: 0.0311671 | Time: 7978 ms [2022-02-12 17:54:35 main:574] : INFO : Epoch 1604 | loss: 0.0310957 | val_loss: 0.031164 | Time: 8736.58 ms [2022-02-12 17:54:43 main:574] : INFO : Epoch 1605 | loss: 0.0310964 | val_loss: 0.031169 | Time: 8211.44 ms [2022-02-12 17:54:51 main:574] : INFO : Epoch 1606 | loss: 0.0311106 | val_loss: 0.0311707 | Time: 8612.72 ms [2022-02-12 17:55:00 main:574] : INFO : Epoch 1607 | loss: 0.0311083 | val_loss: 0.0311624 | Time: 8420.61 ms [2022-02-12 17:55:08 main:574] : INFO : Epoch 1608 | loss: 0.031118 | val_loss: 0.031173 | Time: 8064.39 ms [2022-02-12 17:55:16 main:574] : INFO : Epoch 1609 | loss: 0.0311134 | val_loss: 0.0311602 | Time: 8285.71 ms [2022-02-12 17:55:25 main:574] : INFO : Epoch 1610 | loss: 0.0311115 | val_loss: 0.0311743 | Time: 8128.84 ms [2022-02-12 17:55:33 main:574] : INFO : Epoch 1611 | loss: 0.0311084 | val_loss: 0.0311648 | Time: 8368.23 ms [2022-02-12 17:55:42 main:574] : INFO : Epoch 1612 | loss: 0.0311105 | val_loss: 0.0311603 | Time: 8557.16 ms [2022-02-12 17:55:50 main:574] : INFO : Epoch 1613 | loss: 0.0311211 | val_loss: 0.031155 | Time: 7939.03 ms [2022-02-12 17:55:58 main:574] : INFO : Epoch 1614 | loss: 0.0311198 | val_loss: 0.0311613 | Time: 8240.99 ms [2022-02-12 17:56:06 main:574] : INFO : Epoch 1615 | loss: 0.0311189 | val_loss: 0.0311585 | Time: 8349.77 ms [2022-02-12 17:56:14 main:574] : INFO : Epoch 1616 | loss: 0.0311152 | val_loss: 0.0311607 | Time: 7932.64 ms [2022-02-12 17:56:23 main:574] : INFO : Epoch 1617 | loss: 0.0311138 | val_loss: 0.0311594 | Time: 8552.26 ms [2022-02-12 17:56:32 main:574] : INFO : Epoch 1618 | loss: 0.0311097 | val_loss: 0.0311585 | Time: 8585.43 ms [2022-02-12 17:56:40 main:574] : INFO : Epoch 1619 | loss: 0.0311097 | val_loss: 0.0311625 | Time: 8432.2 ms [2022-02-12 17:56:49 main:574] : INFO : Epoch 1620 | loss: 0.0311073 | val_loss: 0.0311581 | Time: 8495.09 ms [2022-02-12 17:56:57 main:574] : INFO : Epoch 1621 | loss: 0.0311035 | val_loss: 0.0311679 | Time: 8044.19 ms [2022-02-12 17:57:05 main:574] : INFO : Epoch 1622 | loss: 0.0311018 | val_loss: 0.0311613 | Time: 8251.26 ms [2022-02-12 17:57:13 main:574] : INFO : Epoch 1623 | loss: 0.0311025 | val_loss: 0.0311615 | Time: 8378.78 ms [2022-02-12 17:57:22 main:574] : INFO : Epoch 1624 | loss: 0.0310994 | val_loss: 0.0311633 | Time: 8302.95 ms [2022-02-12 17:57:30 main:574] : INFO : Epoch 1625 | loss: 0.0311014 | val_loss: 0.0311596 | Time: 8115.55 ms [2022-02-12 17:57:38 main:574] : INFO : Epoch 1626 | loss: 0.0311003 | val_loss: 0.0311653 | Time: 8353.57 ms [2022-02-12 17:57:46 main:574] : INFO : Epoch 1627 | loss: 0.0311017 | val_loss: 0.0311648 | Time: 8085.78 ms [2022-02-12 17:57:55 main:574] : INFO : Epoch 1628 | loss: 0.0311027 | val_loss: 0.0311636 | Time: 8294.72 ms [2022-02-12 17:58:03 main:574] : INFO : Epoch 1629 | loss: 0.0311008 | val_loss: 0.031165 | Time: 8513.12 ms [2022-02-12 17:58:12 main:574] : INFO : Epoch 1630 | loss: 0.0311002 | val_loss: 0.0311646 | Time: 8262.15 ms [2022-02-12 17:58:20 main:574] : INFO : Epoch 1631 | loss: 0.0310982 | val_loss: 0.031164 | Time: 8610.48 ms [2022-02-12 17:58:29 main:574] : INFO : Epoch 1632 | loss: 0.031104 | val_loss: 0.0311571 | Time: 8773.8 ms [2022-02-12 17:58:38 main:574] : INFO : Epoch 1633 | loss: 0.0311012 | val_loss: 0.0311581 | Time: 8266.34 ms [2022-02-12 17:58:46 main:574] : INFO : Epoch 1634 | loss: 0.0310992 | val_loss: 0.0311562 | Time: 8035.68 ms [2022-02-12 17:58:54 main:574] : INFO : Epoch 1635 | loss: 0.0310978 | val_loss: 0.0311598 | Time: 8567.73 ms [2022-02-12 17:59:03 main:574] : INFO : Epoch 1636 | loss: 0.0310946 | val_loss: 0.0311622 | Time: 8494.08 ms [2022-02-12 17:59:11 main:574] : INFO : Epoch 1637 | loss: 0.031096 | val_loss: 0.0311636 | Time: 8077.72 ms [2022-02-12 17:59:19 main:574] : INFO : Epoch 1638 | loss: 0.031101 | val_loss: 0.0311589 | Time: 8439.22 ms [2022-02-12 17:59:28 main:574] : INFO : Epoch 1639 | loss: 0.0311007 | val_loss: 0.0311588 | Time: 8627.02 ms [2022-02-12 17:59:36 main:574] : INFO : Epoch 1640 | loss: 0.0311017 | val_loss: 0.0311595 | Time: 8178.45 ms [2022-02-12 17:59:44 main:574] : INFO : Epoch 1641 | loss: 0.0310985 | val_loss: 0.0311591 | Time: 7963.67 ms [2022-02-12 17:59:52 main:574] : INFO : Epoch 1642 | loss: 0.0310979 | val_loss: 0.031161 | Time: 7893.35 ms [2022-02-12 18:00:00 main:574] : INFO : Epoch 1643 | loss: 0.0311021 | val_loss: 0.03116 | Time: 7993.9 ms [2022-02-12 18:00:09 main:574] : INFO : Epoch 1644 | loss: 0.0310996 | val_loss: 0.031162 | Time: 8439.37 ms [2022-02-12 18:00:17 main:574] : INFO : Epoch 1645 | loss: 0.0311015 | val_loss: 0.0311616 | Time: 8098.54 ms [2022-02-12 18:00:26 main:574] : INFO : Epoch 1646 | loss: 0.0311106 | val_loss: 0.0311577 | Time: 8393.01 ms [2022-02-12 18:00:34 main:574] : INFO : Epoch 1647 | loss: 0.0311132 | val_loss: 0.0311595 | Time: 8205.58 ms [2022-02-12 18:00:42 main:574] : INFO : Epoch 1648 | loss: 0.031111 | val_loss: 0.0311671 | Time: 8275.86 ms [2022-02-12 18:00:51 main:574] : INFO : Epoch 1649 | loss: 0.0311042 | val_loss: 0.0311637 | Time: 8952.93 ms [2022-02-12 18:00:59 main:574] : INFO : Epoch 1650 | loss: 0.0311014 | val_loss: 0.0311574 | Time: 8181.51 ms [2022-02-12 18:01:08 main:574] : INFO : Epoch 1651 | loss: 0.0310983 | val_loss: 0.0311635 | Time: 8469.98 ms [2022-02-12 18:01:16 main:574] : INFO : Epoch 1652 | loss: 0.0310989 | val_loss: 0.0311626 | Time: 8089.29 ms [2022-02-12 18:01:25 main:574] : INFO : Epoch 1653 | loss: 0.0311019 | val_loss: 0.0311727 | Time: 8469.09 ms [2022-02-12 18:01:33 main:574] : INFO : Epoch 1654 | loss: 0.0311083 | val_loss: 0.0311696 | Time: 8342.61 ms [2022-02-12 18:01:42 main:574] : INFO : Epoch 1655 | loss: 0.0311021 | val_loss: 0.0311612 | Time: 9013.18 ms [2022-02-12 18:01:50 main:574] : INFO : Epoch 1656 | loss: 0.0311009 | val_loss: 0.0311613 | Time: 8348.09 ms [2022-02-12 18:01:59 main:574] : INFO : Epoch 1657 | loss: 0.0310995 | val_loss: 0.0311657 | Time: 8385.56 ms [2022-02-12 18:02:07 main:574] : INFO : Epoch 1658 | loss: 0.0310993 | val_loss: 0.0311659 | Time: 8059.28 ms [2022-02-12 18:02:15 main:574] : INFO : Epoch 1659 | loss: 0.0310961 | val_loss: 0.0311584 | Time: 8016.75 ms [2022-02-12 18:02:23 main:574] : INFO : Epoch 1660 | loss: 0.0310972 | val_loss: 0.0311614 | Time: 8217.82 ms [2022-02-12 18:02:32 main:574] : INFO : Epoch 1661 | loss: 0.0310955 | val_loss: 0.0311666 | Time: 8370.29 ms [2022-02-12 18:02:41 main:574] : INFO : Epoch 1662 | loss: 0.0310961 | val_loss: 0.0311722 | Time: 8869.98 ms [2022-02-12 18:02:49 main:574] : INFO : Epoch 1663 | loss: 0.031098 | val_loss: 0.0311595 | Time: 8514.49 ms [2022-02-12 18:02:58 main:574] : INFO : Epoch 1664 | loss: 0.0310959 | val_loss: 0.0311717 | Time: 8323 ms [2022-02-12 18:03:06 main:574] : INFO : Epoch 1665 | loss: 0.0310987 | val_loss: 0.0311614 | Time: 8554.61 ms [2022-02-12 18:03:15 main:574] : INFO : Epoch 1666 | loss: 0.0311003 | val_loss: 0.0311605 | Time: 8430.49 ms [2022-02-12 18:03:23 main:574] : INFO : Epoch 1667 | loss: 0.031099 | val_loss: 0.0311593 | Time: 8189.79 ms [2022-02-12 18:03:31 main:574] : INFO : Epoch 1668 | loss: 0.0310987 | val_loss: 0.0311614 | Time: 8246.22 ms [2022-02-12 18:03:39 main:574] : INFO : Epoch 1669 | loss: 0.0310965 | val_loss: 0.0311604 | Time: 7846.8 ms [2022-02-12 18:03:48 main:574] : INFO : Epoch 1670 | loss: 0.0310975 | val_loss: 0.0311599 | Time: 8237.62 ms [2022-02-12 18:03:55 main:574] : INFO : Epoch 1671 | loss: 0.0310946 | val_loss: 0.0311646 | Time: 7672.48 ms [2022-02-12 18:04:03 main:574] : INFO : Epoch 1672 | loss: 0.0310949 | val_loss: 0.0311609 | Time: 8066.36 ms [2022-02-12 18:04:12 main:574] : INFO : Epoch 1673 | loss: 0.0310973 | val_loss: 0.0311729 | Time: 8372.69 ms [2022-02-12 18:04:20 main:574] : INFO : Epoch 1674 | loss: 0.0310946 | val_loss: 0.0311609 | Time: 8121.67 ms [2022-02-12 18:04:28 main:574] : INFO : Epoch 1675 | loss: 0.0310934 | val_loss: 0.0311665 | Time: 8133.08 ms [2022-02-12 18:04:37 main:574] : INFO : Epoch 1676 | loss: 0.0310921 | val_loss: 0.0311628 | Time: 8555.86 ms [2022-02-12 18:04:45 main:574] : INFO : Epoch 1677 | loss: 0.031091 | val_loss: 0.0311663 | Time: 8242.85 ms [2022-02-12 18:04:54 main:574] : INFO : Epoch 1678 | loss: 0.0310902 | val_loss: 0.0311708 | Time: 8647.64 ms [2022-02-12 18:05:03 main:574] : INFO : Epoch 1679 | loss: 0.0310895 | val_loss: 0.0311642 | Time: 8702.36 ms [2022-02-12 18:05:11 main:574] : INFO : Epoch 1680 | loss: 0.0310904 | val_loss: 0.0311672 | Time: 8354.53 ms [2022-02-12 18:05:20 main:574] : INFO : Epoch 1681 | loss: 0.0310894 | val_loss: 0.0311696 | Time: 8683.7 ms [2022-02-12 18:05:28 main:574] : INFO : Epoch 1682 | loss: 0.0310913 | val_loss: 0.0311685 | Time: 8323.81 ms [2022-02-12 18:05:36 main:574] : INFO : Epoch 1683 | loss: 0.0310904 | val_loss: 0.0311718 | Time: 8179.82 ms [2022-02-12 18:05:45 main:574] : INFO : Epoch 1684 | loss: 0.0310929 | val_loss: 0.0311718 | Time: 8498.99 ms [2022-02-12 18:05:54 main:574] : INFO : Epoch 1685 | loss: 0.0310905 | val_loss: 0.0311596 | Time: 8809.57 ms [2022-02-12 18:06:02 main:574] : INFO : Epoch 1686 | loss: 0.0310938 | val_loss: 0.0311707 | Time: 8166.9 ms [2022-02-12 18:06:10 main:574] : INFO : Epoch 1687 | loss: 0.0310948 | val_loss: 0.0311658 | Time: 8145.87 ms [2022-02-12 18:06:19 main:574] : INFO : Epoch 1688 | loss: 0.031096 | val_loss: 0.0311691 | Time: 8316.62 ms [2022-02-12 18:06:27 main:574] : INFO : Epoch 1689 | loss: 0.0310968 | val_loss: 0.0311626 | Time: 8284.63 ms [2022-02-12 18:06:35 main:574] : INFO : Epoch 1690 | loss: 0.0310953 | val_loss: 0.0311662 | Time: 8132.23 ms [2022-02-12 18:06:44 main:574] : INFO : Epoch 1691 | loss: 0.0310929 | val_loss: 0.0311695 | Time: 8323.61 ms [2022-02-12 18:06:52 main:574] : INFO : Epoch 1692 | loss: 0.031093 | val_loss: 0.0311685 | Time: 8406.88 ms [2022-02-12 18:07:01 main:574] : INFO : Epoch 1693 | loss: 0.0310926 | val_loss: 0.031172 | Time: 8398.42 ms [2022-02-12 18:07:09 main:574] : INFO : Epoch 1694 | loss: 0.0310947 | val_loss: 0.0311664 | Time: 8788.31 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2022-02-12 19:39:47 main:435] : INFO : Set logging level to 1 [2022-02-12 19:39:47 main:441] : INFO : Running in BOINC Client mode [2022-02-12 19:39:48 main:444] : INFO : Resolving all filenames [2022-02-12 19:39:48 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-12 19:39:48 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-12 19:39:48 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-12 19:39:48 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-12 19:39:49 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-12 19:39:49 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-12 19:39:50 main:474] : INFO : Configuration: [2022-02-12 19:39:50 main:475] : INFO : Model type: GRU [2022-02-12 19:39:50 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-12 19:39:50 main:477] : INFO : Max Epochs: 2048 [2022-02-12 19:39:50 main:478] : INFO : Batch Size: 128 [2022-02-12 19:39:51 main:479] : INFO : Learning Rate: 0.01 [2022-02-12 19:39:51 main:480] : INFO : Patience: 10 [2022-02-12 19:39:51 main:481] : INFO : Hidden Width: 12 [2022-02-12 19:39:51 main:482] : INFO : # Recurrent Layers: 4 [2022-02-12 19:39:51 main:483] : INFO : # Backend Layers: 4 [2022-02-12 19:39:52 main:484] : INFO : # Threads: 1 [2022-02-12 19:39:52 main:486] : INFO : Preparing Dataset [2022-02-12 19:39:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-12 19:39:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-12 19:40:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-12 19:40:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-12 19:40:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-12 19:40:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-12 19:40:15 main:494] : INFO : Creating Model [2022-02-12 19:40:16 main:507] : INFO : Preparing config file [2022-02-12 19:40:16 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-12 19:40:16 main:512] : INFO : Loading config [2022-02-12 19:40:17 main:514] : INFO : Loading state [2022-02-12 19:41:27 main:559] : INFO : Loading DataLoader into Memory [2022-02-12 19:41:27 main:562] : INFO : Starting Training [2022-02-12 19:42:00 main:574] : INFO : Epoch 1693 | loss: 0.0311555 | val_loss: 0.0311743 | Time: 32275.5 ms [2022-02-12 19:42:07 main:574] : INFO : Epoch 1694 | loss: 0.031104 | val_loss: 0.031167 | Time: 7328.78 ms [2022-02-12 19:42:15 main:574] : INFO : Epoch 1695 | loss: 0.0311021 | val_loss: 0.0311647 | Time: 7599.13 ms [2022-02-12 19:42:22 main:574] : INFO : Epoch 1696 | loss: 0.0311002 | val_loss: 0.0311692 | Time: 6602.6 ms [2022-02-12 19:42:29 main:574] : INFO : Epoch 1697 | loss: 0.0310986 | val_loss: 0.0311637 | Time: 6665.76 ms [2022-02-12 19:42:36 main:574] : INFO : Epoch 1698 | loss: 0.0310964 | val_loss: 0.0311704 | Time: 6580.98 ms [2022-02-12 19:42:43 main:574] : INFO : Epoch 1699 | loss: 0.031094 | val_loss: 0.0311705 | Time: 7667.46 ms [2022-02-12 19:42:53 main:574] : INFO : Epoch 1700 | loss: 0.0310936 | val_loss: 0.0311696 | Time: 9120.13 ms [2022-02-12 19:43:01 main:574] : INFO : Epoch 1701 | loss: 0.0310937 | val_loss: 0.0311721 | Time: 8406.13 ms [2022-02-12 19:43:10 main:574] : INFO : Epoch 1702 | loss: 0.031093 | val_loss: 0.0311688 | Time: 9008.36 ms [2022-02-12 19:43:19 main:574] : INFO : Epoch 1703 | loss: 0.0310903 | val_loss: 0.0311758 | Time: 8408.37 ms [2022-02-12 19:43:28 main:574] : INFO : Epoch 1704 | loss: 0.0310918 | val_loss: 0.0311659 | Time: 8774.98 ms [2022-02-12 19:43:37 main:574] : INFO : Epoch 1705 | loss: 0.0310919 | val_loss: 0.0311707 | Time: 9082.94 ms [2022-02-12 19:43:45 main:574] : INFO : Epoch 1706 | loss: 0.0310928 | val_loss: 0.0311759 | Time: 8555.23 ms [2022-02-12 19:43:54 main:574] : INFO : Epoch 1707 | loss: 0.0310909 | val_loss: 0.0311688 | Time: 8750.56 ms [2022-02-12 19:44:03 main:574] : INFO : Epoch 1708 | loss: 0.0310892 | val_loss: 0.0311721 | Time: 8339.64 ms [2022-02-12 19:44:11 main:574] : INFO : Epoch 1709 | loss: 0.0310886 | val_loss: 0.0311775 | Time: 8402.78 ms [2022-02-12 19:44:20 main:574] : INFO : Epoch 1710 | loss: 0.0310886 | val_loss: 0.0311731 | Time: 9198.13 ms [2022-02-12 19:44:29 main:574] : INFO : Epoch 1711 | loss: 0.0310893 | val_loss: 0.0311824 | Time: 9084.89 ms [2022-02-12 19:44:37 main:574] : INFO : Epoch 1712 | loss: 0.0310994 | val_loss: 0.0311744 | Time: 7633.3 ms [2022-02-12 19:44:47 main:574] : INFO : Epoch 1713 | loss: 0.0311037 | val_loss: 0.0311709 | Time: 9277.66 ms [2022-02-12 19:44:55 main:574] : INFO : Epoch 1714 | loss: 0.0311019 | val_loss: 0.0311727 | Time: 8319.59 ms [2022-02-12 19:45:03 main:574] : INFO : Epoch 1715 | loss: 0.0310942 | val_loss: 0.0311716 | Time: 8107.72 ms [2022-02-12 19:45:12 main:574] : INFO : Epoch 1716 | loss: 0.0310893 | val_loss: 0.0311756 | Time: 8474.67 ms [2022-02-12 19:45:20 main:574] : INFO : Epoch 1717 | loss: 0.031089 | val_loss: 0.0311687 | Time: 8465.98 ms [2022-02-12 19:45:29 main:574] : INFO : Epoch 1718 | loss: 0.0310857 | val_loss: 0.0311704 | Time: 8924.71 ms [2022-02-12 19:45:38 main:574] : INFO : Epoch 1719 | loss: 0.0310859 | val_loss: 0.0311656 | Time: 8757.73 ms [2022-02-12 19:45:46 main:574] : INFO : Epoch 1720 | loss: 0.031091 | val_loss: 0.0311719 | Time: 8036.02 ms [2022-02-12 19:45:54 main:574] : INFO : Epoch 1721 | loss: 0.03109 | val_loss: 0.0311655 | Time: 8356.03 ms [2022-02-12 19:46:03 main:574] : INFO : Epoch 1722 | loss: 0.0310908 | val_loss: 0.0311721 | Time: 8388.46 ms [2022-02-12 19:46:11 main:574] : INFO : Epoch 1723 | loss: 0.0310991 | val_loss: 0.0311659 | Time: 8066.66 ms [2022-02-12 19:46:20 main:574] : INFO : Epoch 1724 | loss: 0.0310969 | val_loss: 0.0311745 | Time: 8743.41 ms [2022-02-12 19:46:28 main:574] : INFO : Epoch 1725 | loss: 0.0310968 | val_loss: 0.0311695 | Time: 7988.63 ms [2022-02-12 19:46:36 main:574] : INFO : Epoch 1726 | loss: 0.031097 | val_loss: 0.0311703 | Time: 7961.14 ms [2022-02-12 19:46:45 main:574] : INFO : Epoch 1727 | loss: 0.0311007 | val_loss: 0.0311705 | Time: 8418.02 ms [2022-02-12 19:46:54 main:574] : INFO : Epoch 1728 | loss: 0.0310994 | val_loss: 0.0311627 | Time: 8488.36 ms [2022-02-12 19:47:02 main:574] : INFO : Epoch 1729 | loss: 0.0310993 | val_loss: 0.0311646 | Time: 8082.43 ms [2022-02-12 19:47:12 main:574] : INFO : Epoch 1730 | loss: 0.0311027 | val_loss: 0.0311674 | Time: 10147.7 ms [2022-02-12 19:47:23 main:574] : INFO : Epoch 1731 | loss: 0.0311048 | val_loss: 0.0311812 | Time: 9936.01 ms [2022-02-12 19:47:32 main:574] : INFO : Epoch 1732 | loss: 0.031103 | val_loss: 0.031172 | Time: 9040.33 ms [2022-02-12 19:47:41 main:574] : INFO : Epoch 1733 | loss: 0.031101 | val_loss: 0.0311637 | Time: 8882.4 ms [2022-02-12 19:47:50 main:574] : INFO : Epoch 1734 | loss: 0.0311014 | val_loss: 0.0311623 | Time: 9031.33 ms [2022-02-12 19:47:58 main:574] : INFO : Epoch 1735 | loss: 0.0311062 | val_loss: 0.0311668 | Time: 8439.68 ms [2022-02-12 19:48:07 main:574] : INFO : Epoch 1736 | loss: 0.0311018 | val_loss: 0.0311595 | Time: 8648.21 ms [2022-02-12 19:48:16 main:574] : INFO : Epoch 1737 | loss: 0.0310961 | val_loss: 0.0311653 | Time: 8790.5 ms [2022-02-12 19:48:25 main:574] : INFO : Epoch 1738 | loss: 0.0310986 | val_loss: 0.0311708 | Time: 8689.53 ms [2022-02-12 19:48:34 main:574] : INFO : Epoch 1739 | loss: 0.0310969 | val_loss: 0.0311646 | Time: 9018.34 ms [2022-02-12 19:48:42 main:574] : INFO : Epoch 1740 | loss: 0.0310939 | val_loss: 0.0311663 | Time: 8568.24 ms [2022-02-12 19:48:51 main:574] : INFO : Epoch 1741 | loss: 0.0310935 | val_loss: 0.0311724 | Time: 8502.23 ms [2022-02-12 19:49:00 main:574] : INFO : Epoch 1742 | loss: 0.0310929 | val_loss: 0.0311695 | Time: 8723.8 ms [2022-02-12 19:49:09 main:574] : INFO : Epoch 1743 | loss: 0.0310914 | val_loss: 0.0311659 | Time: 9110.05 ms [2022-02-12 19:49:18 main:574] : INFO : Epoch 1744 | loss: 0.0310915 | val_loss: 0.0311697 | Time: 9140.97 ms [2022-02-12 19:49:27 main:574] : INFO : Epoch 1745 | loss: 0.0310898 | val_loss: 0.0311729 | Time: 9278.52 ms [2022-02-12 19:49:37 main:574] : INFO : Epoch 1746 | loss: 0.0310908 | val_loss: 0.0311706 | Time: 9780.04 ms [2022-02-12 19:49:47 main:574] : INFO : Epoch 1747 | loss: 0.0310949 | val_loss: 0.0311728 | Time: 10063.2 ms [2022-02-12 19:49:57 main:574] : INFO : Epoch 1748 | loss: 0.0310945 | val_loss: 0.0311651 | Time: 9390.57 ms [2022-02-12 19:50:07 main:574] : INFO : Epoch 1749 | loss: 0.0310942 | val_loss: 0.0311649 | Time: 10449.6 ms [2022-02-12 19:50:18 main:574] : INFO : Epoch 1750 | loss: 0.0310922 | val_loss: 0.031171 | Time: 10619.1 ms [2022-02-12 19:50:28 main:574] : INFO : Epoch 1751 | loss: 0.0310909 | val_loss: 0.0311687 | Time: 9706.24 ms [2022-02-12 19:50:38 main:574] : INFO : Epoch 1752 | loss: 0.0310897 | val_loss: 0.0311697 | Time: 10683.8 ms [2022-02-12 19:50:48 main:574] : INFO : Epoch 1753 | loss: 0.0310871 | val_loss: 0.0311675 | Time: 9700.9 ms [2022-02-12 19:50:58 main:574] : INFO : Epoch 1754 | loss: 0.0310904 | val_loss: 0.031164 | Time: 9453.3 ms [2022-02-12 19:51:07 main:574] : INFO : Epoch 1755 | loss: 0.0310925 | val_loss: 0.0311645 | Time: 9426.08 ms [2022-02-12 19:51:17 main:574] : INFO : Epoch 1756 | loss: 0.0310889 | val_loss: 0.0311638 | Time: 9337.26 ms [2022-02-12 19:51:26 main:574] : INFO : Epoch 1757 | loss: 0.0310885 | val_loss: 0.0311725 | Time: 9414.72 ms [2022-02-12 19:51:35 main:574] : INFO : Epoch 1758 | loss: 0.0310857 | val_loss: 0.0311695 | Time: 8620.3 ms [2022-02-12 19:51:44 main:574] : INFO : Epoch 1759 | loss: 0.0310873 | val_loss: 0.0311666 | Time: 9250.99 ms [2022-02-12 19:51:54 main:574] : INFO : Epoch 1760 | loss: 0.0310878 | val_loss: 0.0311664 | Time: 9239.81 ms [2022-02-12 19:52:03 main:574] : INFO : Epoch 1761 | loss: 0.031088 | val_loss: 0.0311601 | Time: 9358.35 ms [2022-02-12 19:52:12 main:574] : INFO : Epoch 1762 | loss: 0.0311031 | val_loss: 0.0311601 | Time: 9340.39 ms [2022-02-12 19:52:22 main:574] : INFO : Epoch 1763 | loss: 0.0310973 | val_loss: 0.031166 | Time: 9108.66 ms [2022-02-12 19:52:31 main:574] : INFO : Epoch 1764 | loss: 0.0310984 | val_loss: 0.0311686 | Time: 9002.59 ms [2022-02-12 19:52:39 main:574] : INFO : Epoch 1765 | loss: 0.0310948 | val_loss: 0.0311624 | Time: 8566.59 ms [2022-02-12 19:52:49 main:574] : INFO : Epoch 1766 | loss: 0.0310931 | val_loss: 0.0311712 | Time: 9241.73 ms [2022-02-12 19:52:58 main:574] : INFO : Epoch 1767 | loss: 0.0310908 | val_loss: 0.0311632 | Time: 9368.35 ms [2022-02-12 19:53:08 main:574] : INFO : Epoch 1768 | loss: 0.0310927 | val_loss: 0.0311702 | Time: 9478.78 ms [2022-02-12 19:53:17 main:574] : INFO : Epoch 1769 | loss: 0.0310899 | val_loss: 0.0311645 | Time: 9675.19 ms [2022-02-12 19:53:27 main:574] : INFO : Epoch 1770 | loss: 0.0310895 | val_loss: 0.0311696 | Time: 9242.81 ms [2022-02-12 19:53:36 main:574] : INFO : Epoch 1771 | loss: 0.0310892 | val_loss: 0.0311666 | Time: 9394.86 ms [2022-02-12 19:53:46 main:574] : INFO : Epoch 1772 | loss: 0.0310943 | val_loss: 0.0311594 | Time: 9623.85 ms [2022-02-12 19:53:55 main:574] : INFO : Epoch 1773 | loss: 0.031091 | val_loss: 0.0311635 | Time: 9204.21 ms [2022-02-12 19:54:05 main:574] : INFO : Epoch 1774 | loss: 0.0310893 | val_loss: 0.0311594 | Time: 9690.45 ms [2022-02-12 19:54:14 main:574] : INFO : Epoch 1775 | loss: 0.0310871 | val_loss: 0.0311672 | Time: 9714.61 ms [2022-02-12 19:54:24 main:574] : INFO : Epoch 1776 | loss: 0.0310886 | val_loss: 0.0311631 | Time: 9133.85 ms [2022-02-12 19:54:33 main:574] : INFO : Epoch 1777 | loss: 0.0310887 | val_loss: 0.031166 | Time: 9461.9 ms [2022-02-12 19:54:43 main:574] : INFO : Epoch 1778 | loss: 0.0310907 | val_loss: 0.0311686 | Time: 9641.83 ms [2022-02-12 19:54:52 main:574] : INFO : Epoch 1779 | loss: 0.0310888 | val_loss: 0.0311673 | Time: 8877.97 ms [2022-02-12 19:55:01 main:574] : INFO : Epoch 1780 | loss: 0.0310934 | val_loss: 0.0311606 | Time: 9497.51 ms [2022-02-12 19:55:11 main:574] : INFO : Epoch 1781 | loss: 0.0310985 | val_loss: 0.0311665 | Time: 9521.28 ms [2022-02-12 19:55:21 main:574] : INFO : Epoch 1782 | loss: 0.0310969 | val_loss: 0.0311663 | Time: 9777.83 ms [2022-02-12 19:55:30 main:574] : INFO : Epoch 1783 | loss: 0.0310951 | val_loss: 0.0311656 | Time: 9502.67 ms [2022-02-12 19:55:40 main:574] : INFO : Epoch 1784 | loss: 0.0310883 | val_loss: 0.0311657 | Time: 9451.46 ms [2022-02-12 19:55:49 main:574] : INFO : Epoch 1785 | loss: 0.0310915 | val_loss: 0.0311757 | Time: 9002.45 ms [2022-02-12 19:55:58 main:574] : INFO : Epoch 1786 | loss: 0.03109 | val_loss: 0.0311628 | Time: 9213.75 ms [2022-02-12 19:56:08 main:574] : INFO : Epoch 1787 | loss: 0.0310872 | val_loss: 0.031175 | Time: 9959.81 ms [2022-02-12 19:56:18 main:574] : INFO : Epoch 1788 | loss: 0.0310879 | val_loss: 0.0311732 | Time: 9407.7 ms [2022-02-12 19:56:27 main:574] : INFO : Epoch 1789 | loss: 0.0310894 | val_loss: 0.0311667 | Time: 9422.13 ms [2022-02-12 19:56:37 main:574] : INFO : Epoch 1790 | loss: 0.0310879 | val_loss: 0.0311724 | Time: 9399.43 ms [2022-02-12 19:56:47 main:574] : INFO : Epoch 1791 | loss: 0.0310861 | val_loss: 0.0311754 | Time: 10132.1 ms [2022-02-12 19:56:57 main:574] : INFO : Epoch 1792 | loss: 0.0310852 | val_loss: 0.0311703 | Time: 9864.52 ms [2022-02-12 19:57:06 main:574] : INFO : Epoch 1793 | loss: 0.0310839 | val_loss: 0.0311703 | Time: 9261.15 ms [2022-02-12 19:57:15 main:574] : INFO : Epoch 1794 | loss: 0.031084 | val_loss: 0.0311695 | Time: 9245.27 ms [2022-02-12 19:57:25 main:574] : INFO : Epoch 1795 | loss: 0.031094 | val_loss: 0.0311665 | Time: 9726.35 ms [2022-02-12 19:57:35 main:574] : INFO : Epoch 1796 | loss: 0.0310952 | val_loss: 0.0311731 | Time: 9220.47 ms [2022-02-12 19:57:44 main:574] : INFO : Epoch 1797 | loss: 0.0310927 | val_loss: 0.0311731 | Time: 9581.11 ms [2022-02-12 19:57:54 main:574] : INFO : Epoch 1798 | loss: 0.0310951 | val_loss: 0.0311605 | Time: 9381 ms [2022-02-12 19:58:03 main:574] : INFO : Epoch 1799 | loss: 0.0311 | val_loss: 0.0311697 | Time: 9197.96 ms [2022-02-12 19:58:12 main:574] : INFO : Epoch 1800 | loss: 0.0310951 | val_loss: 0.0311649 | Time: 9359.61 ms [2022-02-12 19:58:21 main:574] : INFO : Epoch 1801 | loss: 0.0310944 | val_loss: 0.0311631 | Time: 8840.11 ms [2022-02-12 19:58:31 main:574] : INFO : Epoch 1802 | loss: 0.0310931 | val_loss: 0.0311666 | Time: 9187.87 ms [2022-02-12 19:58:40 main:574] : INFO : Epoch 1803 | loss: 0.0310945 | val_loss: 0.0311702 | Time: 8981.9 ms [2022-02-12 19:58:49 main:574] : INFO : Epoch 1804 | loss: 0.0310916 | val_loss: 0.0311622 | Time: 9045.05 ms [2022-02-12 19:58:58 main:574] : INFO : Epoch 1805 | loss: 0.0310901 | val_loss: 0.0311648 | Time: 9320.95 ms [2022-02-12 19:59:07 main:574] : INFO : Epoch 1806 | loss: 0.0310883 | val_loss: 0.0311702 | Time: 8824.46 ms [2022-02-12 19:59:16 main:574] : INFO : Epoch 1807 | loss: 0.0310943 | val_loss: 0.0311669 | Time: 9301.42 ms [2022-02-12 19:59:26 main:574] : INFO : Epoch 1808 | loss: 0.0310991 | val_loss: 0.0311616 | Time: 9784.98 ms [2022-02-12 19:59:35 main:574] : INFO : Epoch 1809 | loss: 0.0311022 | val_loss: 0.0311613 | Time: 9298.64 ms [2022-02-12 19:59:45 main:574] : INFO : Epoch 1810 | loss: 0.0311063 | val_loss: 0.0311619 | Time: 9385.24 ms [2022-02-12 19:59:54 main:574] : INFO : Epoch 1811 | loss: 0.031119 | val_loss: 0.0311529 | Time: 9211.68 ms [2022-02-12 20:00:03 main:574] : INFO : Epoch 1812 | loss: 0.0311196 | val_loss: 0.0311556 | Time: 9199.34 ms [2022-02-12 20:00:13 main:574] : INFO : Epoch 1813 | loss: 0.031115 | val_loss: 0.0311573 | Time: 9753.01 ms [2022-02-12 20:00:23 main:574] : INFO : Epoch 1814 | loss: 0.0311223 | val_loss: 0.0311553 | Time: 9596.19 ms [2022-02-12 20:00:33 main:574] : INFO : Epoch 1815 | loss: 0.0311285 | val_loss: 0.0311475 | Time: 9613.33 ms [2022-02-12 20:00:42 main:574] : INFO : Epoch 1816 | loss: 0.0311229 | val_loss: 0.031153 | Time: 9418.98 ms [2022-02-12 20:00:51 main:574] : INFO : Epoch 1817 | loss: 0.0311224 | val_loss: 0.0311522 | Time: 9324.8 ms [2022-02-12 20:01:01 main:574] : INFO : Epoch 1818 | loss: 0.0311229 | val_loss: 0.0311531 | Time: 9395.15 ms [2022-02-12 20:01:10 main:574] : INFO : Epoch 1819 | loss: 0.0311187 | val_loss: 0.0311573 | Time: 9353.48 ms [2022-02-12 20:01:20 main:574] : INFO : Epoch 1820 | loss: 0.0311143 | val_loss: 0.031156 | Time: 9506.7 ms [2022-02-12 20:01:29 main:574] : INFO : Epoch 1821 | loss: 0.0311135 | val_loss: 0.0311554 | Time: 9284.16 ms [2022-02-12 20:01:39 main:574] : INFO : Epoch 1822 | loss: 0.0311137 | val_loss: 0.0311558 | Time: 9290.35 ms [2022-02-12 20:01:48 main:574] : INFO : Epoch 1823 | loss: 0.0311126 | val_loss: 0.031158 | Time: 9846.58 ms [2022-02-12 20:01:58 main:574] : INFO : Epoch 1824 | loss: 0.0311131 | val_loss: 0.0311527 | Time: 9509.78 ms [2022-02-12 20:02:08 main:574] : INFO : Epoch 1825 | loss: 0.0311099 | val_loss: 0.0311555 | Time: 9756.91 ms [2022-02-12 20:02:17 main:574] : INFO : Epoch 1826 | loss: 0.0311092 | val_loss: 0.0311568 | Time: 9088.16 ms [2022-02-12 20:02:27 main:574] : INFO : Epoch 1827 | loss: 0.0311088 | val_loss: 0.031156 | Time: 9718.11 ms [2022-02-12 20:02:36 main:574] : INFO : Epoch 1828 | loss: 0.0311105 | val_loss: 0.0311482 | Time: 9146.41 ms [2022-02-12 20:02:45 main:574] : INFO : Epoch 1829 | loss: 0.0311116 | val_loss: 0.031154 | Time: 9410.98 ms [2022-02-12 20:02:55 main:574] : INFO : Epoch 1830 | loss: 0.0311129 | val_loss: 0.0311511 | Time: 9940.58 ms [2022-02-12 20:03:05 main:574] : INFO : Epoch 1831 | loss: 0.031114 | val_loss: 0.03115 | Time: 9488.26 ms [2022-02-12 20:03:14 main:574] : INFO : Epoch 1832 | loss: 0.0311128 | val_loss: 0.0311507 | Time: 9162.55 ms [2022-02-12 20:03:24 main:574] : INFO : Epoch 1833 | loss: 0.031108 | val_loss: 0.0311468 | Time: 9359.22 ms [2022-02-12 20:03:33 main:574] : INFO : Epoch 1834 | loss: 0.0311055 | val_loss: 0.0311532 | Time: 9552.92 ms [2022-02-12 20:03:43 main:574] : INFO : Epoch 1835 | loss: 0.0311054 | val_loss: 0.0311556 | Time: 9635.43 ms [2022-02-12 20:03:53 main:574] : INFO : Epoch 1836 | loss: 0.0311033 | val_loss: 0.0311549 | Time: 9641.63 ms [2022-02-12 20:04:02 main:574] : INFO : Epoch 1837 | loss: 0.0311023 | val_loss: 0.0311549 | Time: 9406.14 ms [2022-02-12 20:04:12 main:574] : INFO : Epoch 1838 | loss: 0.0311049 | val_loss: 0.0311546 | Time: 9873.77 ms [2022-02-12 20:04:21 main:574] : INFO : Epoch 1839 | loss: 0.0311055 | val_loss: 0.0311556 | Time: 9269.84 ms [2022-02-12 20:04:31 main:574] : INFO : Epoch 1840 | loss: 0.0311028 | val_loss: 0.0311544 | Time: 9727.3 ms [2022-02-12 20:04:41 main:574] : INFO : Epoch 1841 | loss: 0.0311011 | val_loss: 0.0311545 | Time: 9523.79 ms [2022-02-12 20:04:50 main:574] : INFO : Epoch 1842 | loss: 0.0311009 | val_loss: 0.0311606 | Time: 9037.9 ms [2022-02-12 20:04:59 main:574] : INFO : Epoch 1843 | loss: 0.0310996 | val_loss: 0.031157 | Time: 9197.9 ms [2022-02-12 20:05:08 main:574] : INFO : Epoch 1844 | loss: 0.0310985 | val_loss: 0.0311592 | Time: 9286.19 ms [2022-02-12 20:05:18 main:574] : INFO : Epoch 1845 | loss: 0.0311012 | val_loss: 0.0311573 | Time: 9572.79 ms [2022-02-12 20:05:27 main:574] : INFO : Epoch 1846 | loss: 0.0311013 | val_loss: 0.0311558 | Time: 9338.97 ms [2022-02-12 20:05:37 main:574] : INFO : Epoch 1847 | loss: 0.0311004 | val_loss: 0.0311582 | Time: 9202.88 ms [2022-02-12 20:05:47 main:574] : INFO : Epoch 1848 | loss: 0.0310986 | val_loss: 0.0311538 | Time: 9959.36 ms [2022-02-12 20:05:56 main:574] : INFO : Epoch 1849 | loss: 0.0310989 | val_loss: 0.0311595 | Time: 9502.67 ms [2022-02-12 20:06:06 main:574] : INFO : Epoch 1850 | loss: 0.0311004 | val_loss: 0.031158 | Time: 9550.2 ms [2022-02-12 20:06:15 main:574] : INFO : Epoch 1851 | loss: 0.0310977 | val_loss: 0.0311634 | Time: 9143.87 ms [2022-02-12 20:06:24 main:574] : INFO : Epoch 1852 | loss: 0.0311044 | val_loss: 0.0311532 | Time: 9098.6 ms [2022-02-12 20:06:34 main:574] : INFO : Epoch 1853 | loss: 0.0311061 | val_loss: 0.031154 | Time: 9623.36 ms [2022-02-12 20:06:43 main:574] : INFO : Epoch 1854 | loss: 0.0311097 | val_loss: 0.0311541 | Time: 9288.49 ms [2022-02-12 20:06:53 main:574] : INFO : Epoch 1855 | loss: 0.0311057 | val_loss: 0.0311639 | Time: 9827.04 ms [2022-02-12 20:07:03 main:574] : INFO : Epoch 1856 | loss: 0.0311016 | val_loss: 0.031158 | Time: 9393.52 ms [2022-02-12 20:07:12 main:574] : INFO : Epoch 1857 | loss: 0.0310978 | val_loss: 0.0311562 | Time: 9716.29 ms [2022-02-12 20:07:22 main:574] : INFO : Epoch 1858 | loss: 0.0310964 | val_loss: 0.0311554 | Time: 9404.36 ms [2022-02-12 20:07:31 main:574] : INFO : Epoch 1859 | loss: 0.0310979 | val_loss: 0.0311573 | Time: 8970.97 ms [2022-02-12 20:07:41 main:574] : INFO : Epoch 1860 | loss: 0.0311024 | val_loss: 0.0311596 | Time: 9578.87 ms [2022-02-12 20:07:50 main:574] : INFO : Epoch 1861 | loss: 0.0311019 | val_loss: 0.0311505 | Time: 9400.39 ms [2022-02-12 20:07:59 main:574] : INFO : Epoch 1862 | loss: 0.0311022 | val_loss: 0.0311554 | Time: 9270.58 ms [2022-02-12 20:08:09 main:574] : INFO : Epoch 1863 | loss: 0.0311009 | val_loss: 0.0311605 | Time: 9409.72 ms [2022-02-12 20:08:18 main:574] : INFO : Epoch 1864 | loss: 0.0310975 | val_loss: 0.0311596 | Time: 9008.75 ms [2022-02-12 20:08:27 main:574] : INFO : Epoch 1865 | loss: 0.0310955 | val_loss: 0.0311557 | Time: 9023.64 ms [2022-02-12 20:08:36 main:574] : INFO : Epoch 1866 | loss: 0.0311003 | val_loss: 0.0311604 | Time: 9376.29 ms [2022-02-12 20:08:46 main:574] : INFO : Epoch 1867 | loss: 0.0311071 | val_loss: 0.0311547 | Time: 9531.03 ms [2022-02-12 20:08:55 main:574] : INFO : Epoch 1868 | loss: 0.0311045 | val_loss: 0.0311612 | Time: 9356.83 ms [2022-02-12 20:09:05 main:574] : INFO : Epoch 1869 | loss: 0.0311065 | val_loss: 0.0311603 | Time: 9735.46 ms [2022-02-12 20:09:15 main:574] : INFO : Epoch 1870 | loss: 0.0311065 | val_loss: 0.0311565 | Time: 9905.5 ms [2022-02-12 20:09:24 main:574] : INFO : Epoch 1871 | loss: 0.0310997 | val_loss: 0.0311604 | Time: 9029.74 ms [2022-02-12 20:09:34 main:574] : INFO : Epoch 1872 | loss: 0.0310975 | val_loss: 0.0311633 | Time: 9664.25 ms [2022-02-12 20:09:44 main:574] : INFO : Epoch 1873 | loss: 0.0310976 | val_loss: 0.0311619 | Time: 9858.74 ms [2022-02-12 20:09:53 main:574] : INFO : Epoch 1874 | loss: 0.0310976 | val_loss: 0.0311524 | Time: 9215.76 ms [2022-02-12 20:10:03 main:574] : INFO : Epoch 1875 | loss: 0.0310953 | val_loss: 0.0311598 | Time: 9263.52 ms [2022-02-12 20:10:12 main:574] : INFO : Epoch 1876 | loss: 0.0310956 | val_loss: 0.0311553 | Time: 9594.91 ms [2022-02-12 20:10:22 main:574] : INFO : Epoch 1877 | loss: 0.0310978 | val_loss: 0.0311545 | Time: 9516.17 ms [2022-02-12 20:10:31 main:574] : INFO : Epoch 1878 | loss: 0.0310996 | val_loss: 0.0311581 | Time: 9290.35 ms [2022-02-12 20:10:41 main:574] : INFO : Epoch 1879 | loss: 0.0310964 | val_loss: 0.0311597 | Time: 9494.19 ms [2022-02-12 20:10:50 main:574] : INFO : Epoch 1880 | loss: 0.0310924 | val_loss: 0.0311568 | Time: 9462.48 ms [2022-02-12 20:11:00 main:574] : INFO : Epoch 1881 | loss: 0.0310982 | val_loss: 0.0311589 | Time: 9561.28 ms [2022-02-12 20:11:09 main:574] : INFO : Epoch 1882 | loss: 0.0311081 | val_loss: 0.0311503 | Time: 9418.61 ms [2022-02-12 20:11:19 main:574] : INFO : Epoch 1883 | loss: 0.0311081 | val_loss: 0.0311571 | Time: 9752.2 ms [2022-02-12 20:11:29 main:574] : INFO : Epoch 1884 | loss: 0.0311045 | val_loss: 0.0311621 | Time: 9609.69 ms [2022-02-12 20:11:39 main:574] : INFO : Epoch 1885 | loss: 0.0311015 | val_loss: 0.0311592 | Time: 9861.01 ms [2022-02-12 20:11:48 main:574] : INFO : Epoch 1886 | loss: 0.0310983 | val_loss: 0.0311601 | Time: 9056.18 ms [2022-02-12 20:11:58 main:574] : INFO : Epoch 1887 | loss: 0.0310976 | val_loss: 0.0311612 | Time: 9635.72 ms [2022-02-12 20:12:07 main:574] : INFO : Epoch 1888 | loss: 0.0310974 | val_loss: 0.0311606 | Time: 9228.28 ms [2022-02-12 20:12:17 main:574] : INFO : Epoch 1889 | loss: 0.0310967 | val_loss: 0.0311604 | Time: 9725.6 ms [2022-02-12 20:12:26 main:574] : INFO : Epoch 1890 | loss: 0.0310951 | val_loss: 0.0311611 | Time: 9283.75 ms [2022-02-12 20:12:35 main:574] : INFO : Epoch 1891 | loss: 0.031098 | val_loss: 0.0311605 | Time: 9017.78 ms [2022-02-12 20:12:45 main:574] : INFO : Epoch 1892 | loss: 0.0310961 | val_loss: 0.0311575 | Time: 9567.1 ms [2022-02-12 20:12:55 main:574] : INFO : Epoch 1893 | loss: 0.0310956 | val_loss: 0.0311656 | Time: 9717.39 ms [2022-02-12 20:13:04 main:574] : INFO : Epoch 1894 | loss: 0.0310969 | val_loss: 0.0311563 | Time: 9643.57 ms [2022-02-12 20:13:14 main:574] : INFO : Epoch 1895 | loss: 0.031104 | val_loss: 0.0311526 | Time: 9789.67 ms [2022-02-12 20:13:24 main:574] : INFO : Epoch 1896 | loss: 0.0311031 | val_loss: 0.0311669 | Time: 9643.19 ms [2022-02-12 20:13:33 main:574] : INFO : Epoch 1897 | loss: 0.0311071 | val_loss: 0.0311584 | Time: 9454.71 ms [2022-02-12 20:13:43 main:574] : INFO : Epoch 1898 | loss: 0.0311032 | val_loss: 0.0311612 | Time: 9584.7 ms [2022-02-12 20:13:52 main:574] : INFO : Epoch 1899 | loss: 0.0311093 | val_loss: 0.0311593 | Time: 9367.05 ms [2022-02-12 20:14:01 main:574] : INFO : Epoch 1900 | loss: 0.0311049 | val_loss: 0.0311552 | Time: 8935.54 ms [2022-02-12 20:14:11 main:574] : INFO : Epoch 1901 | loss: 0.0311023 | val_loss: 0.0311561 | Time: 9961.55 ms [2022-02-12 20:14:21 main:574] : INFO : Epoch 1902 | loss: 0.0310983 | val_loss: 0.0311576 | Time: 9244.82 ms [2022-02-12 20:14:30 main:574] : INFO : Epoch 1903 | loss: 0.0310964 | val_loss: 0.03116 | Time: 8931.16 ms [2022-02-12 20:14:39 main:574] : INFO : Epoch 1904 | loss: 0.0310962 | val_loss: 0.0311577 | Time: 9466.21 ms [2022-02-12 20:14:49 main:574] : INFO : Epoch 1905 | loss: 0.0310971 | val_loss: 0.0311506 | Time: 9859.54 ms [2022-02-12 20:14:59 main:574] : INFO : Epoch 1906 | loss: 0.0310998 | val_loss: 0.0311568 | Time: 9371.05 ms [2022-02-12 20:15:08 main:574] : INFO : Epoch 1907 | loss: 0.0311 | val_loss: 0.0311575 | Time: 9197.91 ms [2022-02-12 20:15:17 main:574] : INFO : Epoch 1908 | loss: 0.0311022 | val_loss: 0.0311638 | Time: 9263.53 ms [2022-02-12 20:15:27 main:574] : INFO : Epoch 1909 | loss: 0.0310972 | val_loss: 0.0311571 | Time: 9699.57 ms [2022-02-12 20:15:36 main:574] : INFO : Epoch 1910 | loss: 0.0310961 | val_loss: 0.0311562 | Time: 9393.21 ms [2022-02-12 20:15:46 main:574] : INFO : Epoch 1911 | loss: 0.0310964 | val_loss: 0.031158 | Time: 9406.21 ms [2022-02-12 20:15:55 main:574] : INFO : Epoch 1912 | loss: 0.0310943 | val_loss: 0.0311663 | Time: 9439.2 ms [2022-02-12 20:16:06 main:574] : INFO : Epoch 1913 | loss: 0.0310951 | val_loss: 0.0311558 | Time: 10112.8 ms [2022-02-12 20:16:15 main:574] : INFO : Epoch 1914 | loss: 0.031098 | val_loss: 0.0311549 | Time: 9180.6 ms [2022-02-12 20:16:24 main:574] : INFO : Epoch 1915 | loss: 0.031099 | val_loss: 0.0311534 | Time: 9253.82 ms [2022-02-12 20:16:33 main:574] : INFO : Epoch 1916 | loss: 0.0310972 | val_loss: 0.0311622 | Time: 8966.81 ms [2022-02-12 20:16:43 main:574] : INFO : Epoch 1917 | loss: 0.0310973 | val_loss: 0.0311588 | Time: 9265.36 ms [2022-02-12 20:16:52 main:574] : INFO : Epoch 1918 | loss: 0.031103 | val_loss: 0.0311575 | Time: 9204.7 ms [2022-02-12 20:17:01 main:574] : INFO : Epoch 1919 | loss: 0.0311084 | val_loss: 0.0311543 | Time: 9259.96 ms [2022-02-12 20:17:10 main:574] : INFO : Epoch 1920 | loss: 0.0311033 | val_loss: 0.0311565 | Time: 9127.27 ms [2022-02-12 20:17:20 main:574] : INFO : Epoch 1921 | loss: 0.0311015 | val_loss: 0.0311562 | Time: 9520 ms [2022-02-12 20:17:30 main:574] : INFO : Epoch 1922 | loss: 0.0311007 | val_loss: 0.0311519 | Time: 9569.45 ms [2022-02-12 20:17:39 main:574] : INFO : Epoch 1923 | loss: 0.0311008 | val_loss: 0.0311554 | Time: 9203.96 ms [2022-02-12 20:17:49 main:574] : INFO : Epoch 1924 | loss: 0.0310981 | val_loss: 0.031156 | Time: 9665.13 ms [2022-02-12 20:17:58 main:574] : INFO : Epoch 1925 | loss: 0.0310967 | val_loss: 0.0311559 | Time: 9367.67 ms [2022-02-12 20:18:08 main:574] : INFO : Epoch 1926 | loss: 0.0310949 | val_loss: 0.0311614 | Time: 9505.51 ms [2022-02-12 20:18:17 main:574] : INFO : Epoch 1927 | loss: 0.0310977 | val_loss: 0.0311568 | Time: 9257.5 ms [2022-02-12 20:18:26 main:574] : INFO : Epoch 1928 | loss: 0.0310939 | val_loss: 0.0311554 | Time: 9067.92 ms [2022-02-12 20:18:36 main:574] : INFO : Epoch 1929 | loss: 0.0310985 | val_loss: 0.0311606 | Time: 9614.13 ms [2022-02-12 20:18:45 main:574] : INFO : Epoch 1930 | loss: 0.0310972 | val_loss: 0.031157 | Time: 9646.72 ms [2022-02-12 20:18:55 main:574] : INFO : Epoch 1931 | loss: 0.0310985 | val_loss: 0.0311578 | Time: 9601.37 ms [2022-02-12 20:19:05 main:574] : INFO : Epoch 1932 | loss: 0.0311025 | val_loss: 0.0311552 | Time: 9657.21 ms [2022-02-12 20:19:14 main:574] : INFO : Epoch 1933 | loss: 0.0311008 | val_loss: 0.0311548 | Time: 9143.02 ms [2022-02-12 20:19:24 main:574] : INFO : Epoch 1934 | loss: 0.0310985 | val_loss: 0.0311646 | Time: 9748.2 ms [2022-02-12 20:19:33 main:574] : INFO : Epoch 1935 | loss: 0.0310968 | val_loss: 0.0311516 | Time: 9050.07 ms [2022-02-12 20:19:42 main:574] : INFO : Epoch 1936 | loss: 0.0310997 | val_loss: 0.0311601 | Time: 9414.77 ms [2022-02-12 20:19:51 main:574] : INFO : Epoch 1937 | loss: 0.0311043 | val_loss: 0.0311652 | Time: 8935.19 ms [2022-02-12 20:20:00 main:574] : INFO : Epoch 1938 | loss: 0.0311044 | val_loss: 0.0311606 | Time: 9050.15 ms [2022-02-12 20:20:09 main:574] : INFO : Epoch 1939 | loss: 0.0310986 | val_loss: 0.0311579 | Time: 8868.63 ms [2022-02-12 20:20:18 main:574] : INFO : Epoch 1940 | loss: 0.0310974 | val_loss: 0.0311512 | Time: 8901.83 ms [2022-02-12 20:20:28 main:574] : INFO : Epoch 1941 | loss: 0.0311012 | val_loss: 0.031166 | Time: 9549.09 ms [2022-02-12 20:20:37 main:574] : INFO : Epoch 1942 | loss: 0.0311131 | val_loss: 0.0311759 | Time: 9420.02 ms [2022-02-12 20:20:47 main:574] : INFO : Epoch 1943 | loss: 0.0311196 | val_loss: 0.0311998 | Time: 9551.37 ms [2022-02-12 20:20:57 main:574] : INFO : Epoch 1944 | loss: 0.0311428 | val_loss: 0.0311893 | Time: 9643.84 ms [2022-02-12 20:21:06 main:574] : INFO : Epoch 1945 | loss: 0.0311133 | val_loss: 0.0311715 | Time: 9308.81 ms [2022-02-12 20:21:15 main:574] : INFO : Epoch 1946 | loss: 0.0311059 | val_loss: 0.0311659 | Time: 9199.71 ms [2022-02-12 20:21:25 main:574] : INFO : Epoch 1947 | loss: 0.0311121 | val_loss: 0.0311586 | Time: 10011.1 ms [2022-02-12 20:21:34 main:574] : INFO : Epoch 1948 | loss: 0.0311194 | val_loss: 0.0311528 | Time: 9019.23 ms [2022-02-12 20:21:44 main:574] : INFO : Epoch 1949 | loss: 0.0311157 | val_loss: 0.031157 | Time: 9766.94 ms [2022-02-12 20:21:54 main:574] : INFO : Epoch 1950 | loss: 0.0311106 | val_loss: 0.0311586 | Time: 9354.03 ms [2022-02-12 20:22:03 main:574] : INFO : Epoch 1951 | loss: 0.0311045 | val_loss: 0.0311578 | Time: 9565.92 ms [2022-02-12 20:22:12 main:574] : INFO : Epoch 1952 | loss: 0.0311033 | val_loss: 0.0311544 | Time: 8855.38 ms [2022-02-12 20:22:22 main:574] : INFO : Epoch 1953 | loss: 0.0311016 | val_loss: 0.0311555 | Time: 9506.77 ms [2022-02-12 20:22:31 main:574] : INFO : Epoch 1954 | loss: 0.0311034 | val_loss: 0.031159 | Time: 9480 ms [2022-02-12 20:22:41 main:574] : INFO : Epoch 1955 | loss: 0.0311055 | val_loss: 0.0311552 | Time: 9287.81 ms [2022-02-12 20:22:50 main:574] : INFO : Epoch 1956 | loss: 0.031103 | val_loss: 0.03116 | Time: 9241.81 ms [2022-02-12 20:22:59 main:574] : INFO : Epoch 1957 | loss: 0.0311 | val_loss: 0.0311511 | Time: 9151.75 ms [2022-02-12 20:23:08 main:574] : INFO : Epoch 1958 | loss: 0.0310988 | val_loss: 0.0311531 | Time: 9219.67 ms [2022-02-12 20:23:18 main:574] : INFO : Epoch 1959 | loss: 0.0310962 | val_loss: 0.0311707 | Time: 9660.47 ms [2022-02-12 20:23:27 main:574] : INFO : Epoch 1960 | loss: 0.0310951 | val_loss: 0.0311575 | Time: 9140.09 ms [2022-02-12 20:23:37 main:574] : INFO : Epoch 1961 | loss: 0.0310932 | val_loss: 0.0311586 | Time: 9144.12 ms [2022-02-12 20:23:46 main:574] : INFO : Epoch 1962 | loss: 0.0310919 | val_loss: 0.0311643 | Time: 9128.41 ms [2022-02-12 20:23:55 main:574] : INFO : Epoch 1963 | loss: 0.0310951 | val_loss: 0.0311641 | Time: 9224.08 ms [2022-02-12 20:24:04 main:574] : INFO : Epoch 1964 | loss: 0.0310916 | val_loss: 0.0311553 | Time: 9228.61 ms [2022-02-12 20:24:14 main:574] : INFO : Epoch 1965 | loss: 0.0310896 | val_loss: 0.0311622 | Time: 9278.53 ms [2022-02-12 20:24:23 main:574] : INFO : Epoch 1966 | loss: 0.0310886 | val_loss: 0.031162 | Time: 8983.2 ms [2022-02-12 20:24:32 main:574] : INFO : Epoch 1967 | loss: 0.0310915 | val_loss: 0.0311577 | Time: 9442.09 ms [2022-02-12 20:24:42 main:574] : INFO : Epoch 1968 | loss: 0.0310888 | val_loss: 0.0311604 | Time: 9367.39 ms [2022-02-12 20:24:51 main:574] : INFO : Epoch 1969 | loss: 0.0310877 | val_loss: 0.0311567 | Time: 9145.02 ms [2022-02-12 20:25:01 main:574] : INFO : Epoch 1970 | loss: 0.0310878 | val_loss: 0.0311609 | Time: 9623.62 ms [2022-02-12 20:25:11 main:574] : INFO : Epoch 1971 | loss: 0.0310906 | val_loss: 0.0311617 | Time: 9925.42 ms [2022-02-12 20:25:20 main:574] : INFO : Epoch 1972 | loss: 0.0310904 | val_loss: 0.0311694 | Time: 9401.89 ms [2022-02-12 20:25:29 main:574] : INFO : Epoch 1973 | loss: 0.0310898 | val_loss: 0.0311712 | Time: 9258.08 ms [2022-02-12 20:25:39 main:574] : INFO : Epoch 1974 | loss: 0.0310876 | val_loss: 0.0311635 | Time: 9907.51 ms [2022-02-12 20:25:49 main:574] : INFO : Epoch 1975 | loss: 0.0310891 | val_loss: 0.0311652 | Time: 9802.53 ms [2022-02-12 20:25:58 main:574] : INFO : Epoch 1976 | loss: 0.0310866 | val_loss: 0.0311606 | Time: 9009.38 ms [2022-02-12 20:26:08 main:574] : INFO : Epoch 1977 | loss: 0.0310857 | val_loss: 0.0311661 | Time: 9248.47 ms [2022-02-12 20:26:17 main:574] : INFO : Epoch 1978 | loss: 0.0310892 | val_loss: 0.0311657 | Time: 9568.87 ms [2022-02-12 20:26:27 main:574] : INFO : Epoch 1979 | loss: 0.0310887 | val_loss: 0.0311637 | Time: 9484.39 ms [2022-02-12 20:26:36 main:574] : INFO : Epoch 1980 | loss: 0.031088 | val_loss: 0.0311584 | Time: 9261.96 ms [2022-02-12 20:26:46 main:574] : INFO : Epoch 1981 | loss: 0.0310889 | val_loss: 0.0311627 | Time: 9458.71 ms [2022-02-12 20:26:55 main:574] : INFO : Epoch 1982 | loss: 0.0310859 | val_loss: 0.0311641 | Time: 9800.78 ms [2022-02-12 20:27:05 main:574] : INFO : Epoch 1983 | loss: 0.0310865 | val_loss: 0.0311617 | Time: 9274.17 ms [2022-02-12 20:27:14 main:574] : INFO : Epoch 1984 | loss: 0.0310857 | val_loss: 0.0311617 | Time: 9084.59 ms [2022-02-12 20:27:24 main:574] : INFO : Epoch 1985 | loss: 0.0310915 | val_loss: 0.0311625 | Time: 9720.44 ms [2022-02-12 20:27:33 main:574] : INFO : Epoch 1986 | loss: 0.0310945 | val_loss: 0.0311625 | Time: 9510.69 ms [2022-02-12 20:27:43 main:574] : INFO : Epoch 1987 | loss: 0.0310937 | val_loss: 0.0311604 | Time: 9295.91 ms [2022-02-12 20:27:52 main:574] : INFO : Epoch 1988 | loss: 0.0310908 | val_loss: 0.0311667 | Time: 9346.02 ms [2022-02-12 20:28:01 main:574] : INFO : Epoch 1989 | loss: 0.031091 | val_loss: 0.0311672 | Time: 9457.86 ms [2022-02-12 20:28:11 main:574] : INFO : Epoch 1990 | loss: 0.0310914 | val_loss: 0.0311695 | Time: 9091.32 ms [2022-02-12 20:28:20 main:574] : INFO : Epoch 1991 | loss: 0.031092 | val_loss: 0.0311596 | Time: 9170.33 ms [2022-02-12 20:28:29 main:574] : INFO : Epoch 1992 | loss: 0.0310961 | val_loss: 0.031158 | Time: 9025.06 ms [2022-02-12 20:28:39 main:574] : INFO : Epoch 1993 | loss: 0.0310985 | val_loss: 0.0311629 | Time: 9883.8 ms [2022-02-12 20:28:48 main:574] : INFO : Epoch 1994 | loss: 0.0311018 | val_loss: 0.0311621 | Time: 9493.7 ms [2022-02-12 20:28:58 main:574] : INFO : Epoch 1995 | loss: 0.0311049 | val_loss: 0.0311687 | Time: 9163.06 ms [2022-02-12 20:29:07 main:574] : INFO : Epoch 1996 | loss: 0.031102 | val_loss: 0.0311583 | Time: 9592.85 ms [2022-02-12 20:29:17 main:574] : INFO : Epoch 1997 | loss: 0.031097 | val_loss: 0.0311587 | Time: 9420.23 ms [2022-02-12 20:29:26 main:574] : INFO : Epoch 1998 | loss: 0.0310979 | val_loss: 0.0311638 | Time: 9388.75 ms [2022-02-12 20:29:35 main:574] : INFO : Epoch 1999 | loss: 0.0310974 | val_loss: 0.0311583 | Time: 9083.91 ms [2022-02-12 20:29:45 main:574] : INFO : Epoch 2000 | loss: 0.0310981 | val_loss: 0.0311639 | Time: 9432.28 ms [2022-02-12 20:29:55 main:574] : INFO : Epoch 2001 | loss: 0.0310961 | val_loss: 0.031158 | Time: 9611.3 ms [2022-02-12 20:30:04 main:574] : INFO : Epoch 2002 | loss: 0.031095 | val_loss: 0.0311626 | Time: 9340.73 ms [2022-02-12 20:30:14 main:574] : INFO : Epoch 2003 | loss: 0.0310927 | val_loss: 0.0311681 | Time: 9625.83 ms [2022-02-12 20:30:23 main:574] : INFO : Epoch 2004 | loss: 0.0310935 | val_loss: 0.0311603 | Time: 9575.1 ms [2022-02-12 20:30:33 main:574] : INFO : Epoch 2005 | loss: 0.0310898 | val_loss: 0.0311542 | Time: 9301.85 ms [2022-02-12 20:30:42 main:574] : INFO : Epoch 2006 | loss: 0.0310906 | val_loss: 0.0311622 | Time: 9435.68 ms [2022-02-12 20:30:52 main:574] : INFO : Epoch 2007 | loss: 0.0310909 | val_loss: 0.031159 | Time: 9327.89 ms [2022-02-12 20:31:01 main:574] : INFO : Epoch 2008 | loss: 0.0310948 | val_loss: 0.0311584 | Time: 9354.24 ms [2022-02-12 20:31:11 main:574] : INFO : Epoch 2009 | loss: 0.0310936 | val_loss: 0.0311535 | Time: 9287.6 ms [2022-02-12 20:31:20 main:574] : INFO : Epoch 2010 | loss: 0.0310923 | val_loss: 0.0311601 | Time: 9179.71 ms [2022-02-12 20:31:29 main:574] : INFO : Epoch 2011 | loss: 0.0310912 | val_loss: 0.0311558 | Time: 9173.27 ms [2022-02-12 20:31:39 main:574] : INFO : Epoch 2012 | loss: 0.031092 | val_loss: 0.0311551 | Time: 9484.82 ms [2022-02-12 20:31:47 main:574] : INFO : Epoch 2013 | loss: 0.0310886 | val_loss: 0.0311538 | Time: 8733.47 ms [2022-02-12 20:31:57 main:574] : INFO : Epoch 2014 | loss: 0.0310877 | val_loss: 0.0311545 | Time: 9217.39 ms [2022-02-12 20:32:07 main:574] : INFO : Epoch 2015 | loss: 0.0310852 | val_loss: 0.0311614 | Time: 10000.1 ms [2022-02-12 20:32:17 main:574] : INFO : Epoch 2016 | loss: 0.0310846 | val_loss: 0.0311672 | Time: 9723.87 ms [2022-02-12 20:32:26 main:574] : INFO : Epoch 2017 | loss: 0.0311016 | val_loss: 0.0311591 | Time: 9005.57 ms [2022-02-12 20:32:35 main:574] : INFO : Epoch 2018 | loss: 0.0310975 | val_loss: 0.0311633 | Time: 9288.95 ms [2022-02-12 20:32:45 main:574] : INFO : Epoch 2019 | loss: 0.0310965 | val_loss: 0.0311561 | Time: 9734.66 ms [2022-02-12 20:32:54 main:574] : INFO : Epoch 2020 | loss: 0.0310923 | val_loss: 0.0311681 | Time: 9390.71 ms [2022-02-12 20:33:03 main:574] : INFO : Epoch 2021 | loss: 0.0310908 | val_loss: 0.0311565 | Time: 9175.75 ms [2022-02-12 20:33:13 main:574] : INFO : Epoch 2022 | loss: 0.0310919 | val_loss: 0.0311559 | Time: 9293.35 ms [2022-02-12 20:33:22 main:574] : INFO : Epoch 2023 | loss: 0.0310953 | val_loss: 0.0311555 | Time: 9176.19 ms [2022-02-12 20:33:32 main:574] : INFO : Epoch 2024 | loss: 0.0310945 | val_loss: 0.031157 | Time: 9420.93 ms [2022-02-12 20:33:41 main:574] : INFO : Epoch 2025 | loss: 0.0310905 | val_loss: 0.0311593 | Time: 9755.14 ms [2022-02-12 20:33:51 main:574] : INFO : Epoch 2026 | loss: 0.0310881 | val_loss: 0.0311596 | Time: 9525.33 ms [2022-02-12 20:34:00 main:574] : INFO : Epoch 2027 | loss: 0.0310852 | val_loss: 0.0311736 | Time: 9365.76 ms [2022-02-12 20:34:09 main:574] : INFO : Epoch 2028 | loss: 0.0310862 | val_loss: 0.0311622 | Time: 8986.41 ms [2022-02-12 20:34:19 main:574] : INFO : Epoch 2029 | loss: 0.0310854 | val_loss: 0.0311614 | Time: 9274.09 ms [2022-02-12 20:34:28 main:574] : INFO : Epoch 2030 | loss: 0.0310867 | val_loss: 0.0311695 | Time: 9123.87 ms [2022-02-12 20:34:37 main:574] : INFO : Epoch 2031 | loss: 0.0310873 | val_loss: 0.0311591 | Time: 9182.2 ms [2022-02-12 20:34:46 main:574] : INFO : Epoch 2032 | loss: 0.031089 | val_loss: 0.0311631 | Time: 9145.1 ms [2022-02-12 20:34:56 main:574] : INFO : Epoch 2033 | loss: 0.03109 | val_loss: 0.0311653 | Time: 9848.85 ms [2022-02-12 20:35:06 main:574] : INFO : Epoch 2034 | loss: 0.0310891 | val_loss: 0.0311565 | Time: 9274.23 ms [2022-02-12 20:35:15 main:574] : INFO : Epoch 2035 | loss: 0.0310846 | val_loss: 0.0311559 | Time: 9261.95 ms [2022-02-12 20:35:24 main:574] : INFO : Epoch 2036 | loss: 0.0310867 | val_loss: 0.0311539 | Time: 9394.01 ms [2022-02-12 20:35:34 main:574] : INFO : Epoch 2037 | loss: 0.0310858 | val_loss: 0.0311566 | Time: 9454.4 ms [2022-02-12 20:35:44 main:574] : INFO : Epoch 2038 | loss: 0.0310891 | val_loss: 0.0311653 | Time: 9686.67 ms [2022-02-12 20:35:53 main:574] : INFO : Epoch 2039 | loss: 0.0310922 | val_loss: 0.031159 | Time: 8951.17 ms [2022-02-12 20:36:02 main:574] : INFO : Epoch 2040 | loss: 0.0310918 | val_loss: 0.0311562 | Time: 9403.05 ms [2022-02-12 20:36:11 main:574] : INFO : Epoch 2041 | loss: 0.0310928 | val_loss: 0.0311642 | Time: 9339.99 ms [2022-02-12 20:36:21 main:574] : INFO : Epoch 2042 | loss: 0.0310895 | val_loss: 0.0311619 | Time: 9613.7 ms [2022-02-12 20:36:30 main:574] : INFO : Epoch 2043 | loss: 0.0310862 | val_loss: 0.0311586 | Time: 8957.55 ms [2022-02-12 20:36:39 main:574] : INFO : Epoch 2044 | loss: 0.031085 | val_loss: 0.0311643 | Time: 9103.19 ms [2022-02-12 20:36:48 main:574] : INFO : Epoch 2045 | loss: 0.031082 | val_loss: 0.0311583 | Time: 9092.18 ms [2022-02-12 20:36:58 main:574] : INFO : Epoch 2046 | loss: 0.0310806 | val_loss: 0.0311639 | Time: 9220.04 ms [2022-02-12 20:37:07 main:574] : INFO : Epoch 2047 | loss: 0.0310826 | val_loss: 0.0311675 | Time: 9569.72 ms [2022-02-12 20:37:17 main:574] : INFO : Epoch 2048 | loss: 0.0310948 | val_loss: 0.0311706 | Time: 9755.26 ms [2022-02-12 20:37:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311706 [2022-02-12 20:37:17 main:603] : INFO : Saving end state to config to file [2022-02-12 20:37:17 main:608] : INFO : Success, exiting.. 20:37:18 (14592): 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)