Task 12964296
| Name | ParityModified-1647045350-2633-0_0 |
| Workunit | 10096304 |
| Created | 12 Mar 2022, 0:35:52 UTC |
| Sent | 20 Mar 2022, 13:17:36 UTC |
| Report deadline | 28 Mar 2022, 13:17:36 UTC |
| Received | 28 Mar 2022, 14:17:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16232 |
| Run time | 3 hours 51 min 28 sec |
| CPU time | 3 hours 50 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,378.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310029 | val_loss: 0.031279 | Time: 6781.79 ms [2022-03-28 08:20:19 main:574] : INFO : Epoch 1543 | loss: 0.0310016 | val_loss: 0.0312715 | Time: 6692.32 ms [2022-03-28 08:20:25 main:574] : INFO : Epoch 1544 | loss: 0.0309964 | val_loss: 0.0312711 | Time: 6754.83 ms [2022-03-28 08:20:32 main:574] : INFO : Epoch 1545 | loss: 0.0310029 | val_loss: 0.0313035 | Time: 6804.07 ms [2022-03-28 08:20:39 main:574] : INFO : Epoch 1546 | loss: 0.0309976 | val_loss: 0.031253 | Time: 6792.71 ms [2022-03-28 08:20:46 main:574] : INFO : Epoch 1547 | loss: 0.0309979 | val_loss: 0.0312638 | Time: 6755.46 ms [2022-03-28 08:20:53 main:574] : INFO : Epoch 1548 | loss: 0.0309954 | val_loss: 0.031286 | Time: 6773.61 ms [2022-03-28 08:20:59 main:574] : INFO : Epoch 1549 | loss: 0.031027 | val_loss: 0.0312937 | Time: 6768.28 ms [2022-03-28 08:21:06 main:574] : INFO : Epoch 1550 | loss: 0.0310237 | val_loss: 0.0312886 | Time: 6681.58 ms [2022-03-28 08:21:13 main:574] : INFO : Epoch 1551 | loss: 0.0310209 | val_loss: 0.0312539 | Time: 6696.99 ms [2022-03-28 08:21:20 main:574] : INFO : Epoch 1552 | loss: 0.0310189 | val_loss: 0.0312798 | Time: 6777.13 ms [2022-03-28 08:21:26 main:574] : INFO : Epoch 1553 | loss: 0.0310119 | val_loss: 0.031245 | Time: 6683.13 ms [2022-03-28 08:21:33 main:574] : INFO : Epoch 1554 | loss: 0.0310095 | val_loss: 0.0312434 | Time: 6835.93 ms [2022-03-28 08:21:40 main:574] : INFO : Epoch 1555 | loss: 0.0309994 | val_loss: 0.031255 | Time: 6786.05 ms [2022-03-28 08:21:47 main:574] : INFO : Epoch 1556 | loss: 0.0309954 | val_loss: 0.0312644 | Time: 6805.12 ms [2022-03-28 08:21:54 main:574] : INFO : Epoch 1557 | loss: 0.0309964 | val_loss: 0.0312588 | Time: 6735.02 ms [2022-03-28 08:22:00 main:574] : INFO : Epoch 1558 | loss: 0.0309948 | val_loss: 0.0312848 | Time: 6871.39 ms [2022-03-28 08:22:07 main:574] : INFO : Epoch 1559 | loss: 0.0309979 | val_loss: 0.0312838 | Time: 6753.18 ms [2022-03-28 08:22:14 main:574] : INFO : Epoch 1560 | loss: 0.0309956 | val_loss: 0.0312937 | Time: 6719.32 ms [2022-03-28 08:22:21 main:574] : INFO : Epoch 1561 | loss: 0.0309968 | val_loss: 0.031251 | Time: 6757.13 ms [2022-03-28 08:22:27 main:574] : INFO : Epoch 1562 | loss: 0.0310007 | val_loss: 0.0312642 | Time: 6698.59 ms [2022-03-28 08:22:34 main:574] : INFO : Epoch 1563 | loss: 0.031002 | val_loss: 0.0312958 | Time: 6765.13 ms [2022-03-28 08:22:41 main:574] : INFO : Epoch 1564 | loss: 0.0309999 | val_loss: 0.0312578 | Time: 6692.9 ms [2022-03-28 08:22:48 main:574] : INFO : Epoch 1565 | loss: 0.0310031 | val_loss: 0.0312611 | Time: 6698.94 ms [2022-03-28 08:22:54 main:574] : INFO : Epoch 1566 | loss: 0.0310045 | val_loss: 0.0312544 | Time: 6747.11 ms [2022-03-28 08:23:01 main:574] : INFO : Epoch 1567 | loss: 0.0309949 | val_loss: 0.0312802 | Time: 6789.08 ms [2022-03-28 08:23:08 main:574] : INFO : Epoch 1568 | loss: 0.0309949 | val_loss: 0.0312846 | Time: 6767.95 ms [2022-03-28 08:23:15 main:574] : INFO : Epoch 1569 | loss: 0.0309936 | val_loss: 0.0313007 | Time: 6794.51 ms [2022-03-28 08:23:22 main:574] : INFO : Epoch 1570 | loss: 0.0310054 | val_loss: 0.0312347 | Time: 6773.87 ms [2022-03-28 08:23:28 main:574] : INFO : Epoch 1571 | loss: 0.0310037 | val_loss: 0.031289 | Time: 6743.85 ms [2022-03-28 08:23:35 main:574] : INFO : Epoch 1572 | loss: 0.0309967 | val_loss: 0.0313101 | Time: 6794.6 ms [2022-03-28 08:23:42 main:574] : INFO : Epoch 1573 | loss: 0.0309994 | val_loss: 0.0312467 | Time: 6763.23 ms [2022-03-28 08:23:49 main:574] : INFO : Epoch 1574 | loss: 0.0309918 | val_loss: 0.0312662 | Time: 6851.07 ms [2022-03-28 08:23:56 main:574] : INFO : Epoch 1575 | loss: 0.0309918 | val_loss: 0.031277 | Time: 6788.37 ms [2022-03-28 08:24:02 main:574] : INFO : Epoch 1576 | loss: 0.0309907 | val_loss: 0.0312812 | Time: 6763.66 ms [2022-03-28 08:24:09 main:574] : INFO : Epoch 1577 | loss: 0.0309887 | val_loss: 0.0312697 | Time: 6717.3 ms [2022-03-28 08:24:16 main:574] : INFO : Epoch 1578 | loss: 0.030986 | val_loss: 0.0312847 | Time: 6724.12 ms [2022-03-28 08:24:23 main:574] : INFO : Epoch 1579 | loss: 0.0309888 | val_loss: 0.031256 | Time: 6732.48 ms [2022-03-28 08:24:29 main:574] : INFO : Epoch 1580 | loss: 0.0309892 | val_loss: 0.0312633 | Time: 6847.54 ms [2022-03-28 08:24:36 main:574] : INFO : Epoch 1581 | loss: 0.0310101 | val_loss: 0.0312786 | Time: 6787.53 ms [2022-03-28 08:24:43 main:574] : INFO : Epoch 1582 | loss: 0.0310087 | val_loss: 0.0312619 | Time: 6832.35 ms [2022-03-28 08:24:50 main:574] : INFO : Epoch 1583 | loss: 0.0310007 | val_loss: 0.0312659 | Time: 6700.11 ms [2022-03-28 08:24:57 main:574] : INFO : Epoch 1584 | loss: 0.0309984 | val_loss: 0.0312773 | Time: 6752.46 ms [2022-03-28 08:25:03 main:574] : INFO : Epoch 1585 | loss: 0.0309934 | val_loss: 0.0313166 | Time: 6629.4 ms [2022-03-28 08:25:10 main:574] : INFO : Epoch 1586 | loss: 0.031001 | val_loss: 0.0312952 | Time: 6758.69 ms [2022-03-28 08:25:17 main:574] : INFO : Epoch 1587 | loss: 0.0310081 | val_loss: 0.0312658 | Time: 6695.2 ms [2022-03-28 08:25:22 main:574] : INFO : Epoch 1588 | loss: 0.0310045 | val_loss: 0.0312641 | Time: 5548.97 ms [2022-03-28 08:25:27 main:574] : INFO : Epoch 1589 | loss: 0.0309976 | val_loss: 0.031282 | Time: 4922.63 ms [2022-03-28 08:25:32 main:574] : INFO : Epoch 1590 | loss: 0.0309918 | val_loss: 0.0312775 | Time: 4996.67 ms [2022-03-28 08:25:37 main:574] : INFO : Epoch 1591 | loss: 0.0309878 | val_loss: 0.0312852 | Time: 5197.72 ms [2022-03-28 08:25:44 main:574] : INFO : Epoch 1592 | loss: 0.0309962 | val_loss: 0.031263 | Time: 6202.63 ms [2022-03-28 08:25:50 main:574] : INFO : Epoch 1593 | loss: 0.0310083 | val_loss: 0.0312641 | Time: 6743.37 ms [2022-03-28 08:25:57 main:574] : INFO : Epoch 1594 | loss: 0.0310018 | val_loss: 0.0312686 | Time: 6654.92 ms [2022-03-28 08:26:04 main:574] : INFO : Epoch 1595 | loss: 0.0310092 | val_loss: 0.0312605 | Time: 6753.64 ms [2022-03-28 08:26:11 main:574] : INFO : Epoch 1596 | loss: 0.0310015 | val_loss: 0.0312979 | Time: 6781.05 ms [2022-03-28 08:26:17 main:574] : INFO : Epoch 1597 | loss: 0.0309937 | val_loss: 0.0312826 | Time: 6725.28 ms [2022-03-28 08:26:24 main:574] : INFO : Epoch 1598 | loss: 0.0310106 | val_loss: 0.0312814 | Time: 6682.04 ms [2022-03-28 08:26:31 main:574] : INFO : Epoch 1599 | loss: 0.0310057 | val_loss: 0.0312889 | Time: 6746.01 ms [2022-03-28 08:26:38 main:574] : INFO : Epoch 1600 | loss: 0.0309977 | val_loss: 0.0312987 | Time: 6807.4 ms [2022-03-28 08:26:43 main:574] : INFO : Epoch 1601 | loss: 0.0309993 | val_loss: 0.031247 | Time: 5636.52 ms [2022-03-28 08:26:48 main:574] : INFO : Epoch 1602 | loss: 0.0309883 | val_loss: 0.0312726 | Time: 4891.59 ms [2022-03-28 08:26:53 main:574] : INFO : Epoch 1603 | loss: 0.0309866 | val_loss: 0.0312924 | Time: 5059.3 ms [2022-03-28 08:26:58 main:574] : INFO : Epoch 1604 | loss: 0.0309953 | val_loss: 0.0312612 | Time: 5187.59 ms [2022-03-28 08:27:05 main:574] : INFO : Epoch 1605 | loss: 0.0309939 | val_loss: 0.0313036 | Time: 6199.9 ms [2022-03-28 08:27:11 main:574] : INFO : Epoch 1606 | loss: 0.0309934 | val_loss: 0.0312799 | Time: 6835.73 ms [2022-03-28 08:27:18 main:574] : INFO : Epoch 1607 | loss: 0.0309965 | val_loss: 0.0312883 | Time: 6861.34 ms [2022-03-28 08:27:25 main:574] : INFO : Epoch 1608 | loss: 0.0310014 | val_loss: 0.0312628 | Time: 6752.88 ms [2022-03-28 08:27:32 main:574] : INFO : Epoch 1609 | loss: 0.0310015 | val_loss: 0.0312774 | Time: 6830.19 ms [2022-03-28 08:27:39 main:574] : INFO : Epoch 1610 | loss: 0.0309888 | val_loss: 0.0312529 | Time: 6776.6 ms [2022-03-28 08:27:46 main:574] : INFO : Epoch 1611 | loss: 0.0309931 | val_loss: 0.0313152 | Time: 6799.38 ms [2022-03-28 08:27:52 main:574] : INFO : Epoch 1612 | loss: 0.0309941 | val_loss: 0.0312727 | Time: 6758.1 ms [2022-03-28 08:27:59 main:574] : INFO : Epoch 1613 | loss: 0.030996 | val_loss: 0.0312858 | Time: 6741.14 ms [2022-03-28 08:28:06 main:574] : INFO : Epoch 1614 | loss: 0.0309926 | val_loss: 0.0312848 | Time: 6746.9 ms [2022-03-28 08:28:13 main:574] : INFO : Epoch 1615 | loss: 0.0310033 | val_loss: 0.0312607 | Time: 6794.94 ms [2022-03-28 08:28:19 main:574] : INFO : Epoch 1616 | loss: 0.0310075 | val_loss: 0.0313032 | Time: 6805.73 ms [2022-03-28 08:28:26 main:574] : INFO : Epoch 1617 | loss: 0.0310017 | val_loss: 0.0312503 | Time: 6732.78 ms [2022-03-28 08:28:33 main:574] : INFO : Epoch 1618 | loss: 0.0310055 | val_loss: 0.0312898 | Time: 6771.77 ms [2022-03-28 08:28:40 main:574] : INFO : Epoch 1619 | loss: 0.0309949 | val_loss: 0.031283 | Time: 6805.23 ms [2022-03-28 08:28:47 main:574] : INFO : Epoch 1620 | loss: 0.0309945 | val_loss: 0.0312598 | Time: 6772.8 ms [2022-03-28 08:28:53 main:574] : INFO : Epoch 1621 | loss: 0.0310001 | val_loss: 0.0312652 | Time: 6732.31 ms [2022-03-28 08:29:00 main:574] : INFO : Epoch 1622 | loss: 0.0309978 | val_loss: 0.0312871 | Time: 6798.98 ms [2022-03-28 08:29:07 main:574] : INFO : Epoch 1623 | loss: 0.0309987 | val_loss: 0.0313025 | Time: 6768.17 ms [2022-03-28 08:29:14 main:574] : INFO : Epoch 1624 | loss: 0.0310036 | val_loss: 0.0313184 | Time: 6741.96 ms [2022-03-28 08:29:20 main:574] : INFO : Epoch 1625 | loss: 0.0309976 | val_loss: 0.0312755 | Time: 6784.31 ms [2022-03-28 08:29:27 main:574] : INFO : Epoch 1626 | loss: 0.0310003 | val_loss: 0.0312544 | Time: 6776.13 ms [2022-03-28 08:29:34 main:574] : INFO : Epoch 1627 | loss: 0.031001 | val_loss: 0.0312795 | Time: 6736.86 ms [2022-03-28 08:29:41 main:574] : INFO : Epoch 1628 | loss: 0.030991 | val_loss: 0.0312934 | Time: 6770.26 ms [2022-03-28 08:29:47 main:574] : INFO : Epoch 1629 | loss: 0.0309858 | val_loss: 0.0312708 | Time: 6733.82 ms [2022-03-28 08:29:54 main:574] : INFO : Epoch 1630 | loss: 0.0309941 | val_loss: 0.031289 | Time: 6822.93 ms [2022-03-28 08:30:01 main:574] : INFO : Epoch 1631 | loss: 0.0310063 | val_loss: 0.0312878 | Time: 6770.08 ms [2022-03-28 08:30:08 main:574] : INFO : Epoch 1632 | loss: 0.0309963 | val_loss: 0.031275 | Time: 6770.19 ms [2022-03-28 08:30:15 main:574] : INFO : Epoch 1633 | loss: 0.0309935 | val_loss: 0.0312661 | Time: 6711.9 ms [2022-03-28 08:30:21 main:574] : INFO : Epoch 1634 | loss: 0.0309996 | val_loss: 0.0312806 | Time: 6776.08 ms [2022-03-28 08:30:28 main:574] : INFO : Epoch 1635 | loss: 0.0309981 | val_loss: 0.0312801 | Time: 6793.62 ms [2022-03-28 08:30:35 main:574] : INFO : Epoch 1636 | loss: 0.0309896 | val_loss: 0.0312706 | Time: 6782.58 ms [2022-03-28 08:30:42 main:574] : INFO : Epoch 1637 | loss: 0.0309903 | val_loss: 0.0312914 | Time: 6748.09 ms [2022-03-28 08:30:49 main:574] : INFO : Epoch 1638 | loss: 0.0309886 | val_loss: 0.0312832 | Time: 6742.76 ms [2022-03-28 08:30:55 main:574] : INFO : Epoch 1639 | loss: 0.0309914 | val_loss: 0.0312852 | Time: 6735.51 ms [2022-03-28 08:31:02 main:574] : INFO : Epoch 1640 | loss: 0.0309942 | val_loss: 0.031241 | Time: 6809.77 ms [2022-03-28 08:31:09 main:574] : INFO : Epoch 1641 | loss: 0.0309993 | val_loss: 0.0312588 | Time: 6772.51 ms [2022-03-28 08:31:16 main:574] : INFO : Epoch 1642 | loss: 0.0310017 | val_loss: 0.0312932 | Time: 6858.05 ms [2022-03-28 08:31:22 main:574] : INFO : Epoch 1643 | loss: 0.0309961 | val_loss: 0.0312672 | Time: 6717.74 ms [2022-03-28 08:31:29 main:574] : INFO : Epoch 1644 | loss: 0.0309976 | val_loss: 0.0312582 | Time: 6735.55 ms [2022-03-28 08:31:36 main:574] : INFO : Epoch 1645 | loss: 0.0309972 | val_loss: 0.0312852 | Time: 6766.8 ms [2022-03-28 08:31:43 main:574] : INFO : Epoch 1646 | loss: 0.0309911 | val_loss: 0.031273 | Time: 6711.58 ms [2022-03-28 08:31:50 main:574] : INFO : Epoch 1647 | loss: 0.0309909 | val_loss: 0.0312818 | Time: 6851.35 ms [2022-03-28 08:31:56 main:574] : INFO : Epoch 1648 | loss: 0.0309949 | val_loss: 0.0312794 | Time: 6768.86 ms [2022-03-28 08:32:03 main:574] : INFO : Epoch 1649 | loss: 0.0309977 | val_loss: 0.0312463 | Time: 6720.76 ms [2022-03-28 08:32:10 main:574] : INFO : Epoch 1650 | loss: 0.0309968 | val_loss: 0.031263 | Time: 6804.6 ms [2022-03-28 08:32:17 main:574] : INFO : Epoch 1651 | loss: 0.0309931 | val_loss: 0.0312668 | Time: 6849.19 ms [2022-03-28 08:32:24 main:574] : INFO : Epoch 1652 | loss: 0.0309941 | val_loss: 0.0312842 | Time: 6794.96 ms [2022-03-28 08:32:30 main:574] : INFO : Epoch 1653 | loss: 0.0310003 | val_loss: 0.031323 | Time: 6753.89 ms [2022-03-28 08:32:37 main:574] : INFO : Epoch 1654 | loss: 0.0309909 | val_loss: 0.0312856 | Time: 6771.22 ms [2022-03-28 08:32:44 main:574] : INFO : Epoch 1655 | loss: 0.0309926 | val_loss: 0.0312929 | Time: 6698.43 ms [2022-03-28 08:32:51 main:574] : INFO : Epoch 1656 | loss: 0.0309876 | val_loss: 0.0312929 | Time: 6683.86 ms [2022-03-28 08:32:57 main:574] : INFO : Epoch 1657 | loss: 0.0309902 | val_loss: 0.0312547 | Time: 6789.56 ms [2022-03-28 08:33:04 main:574] : INFO : Epoch 1658 | loss: 0.0309883 | val_loss: 0.031277 | Time: 6811.44 ms [2022-03-28 08:33:11 main:574] : INFO : Epoch 1659 | loss: 0.0309877 | val_loss: 0.0312927 | Time: 6823.93 ms [2022-03-28 08:33:18 main:574] : INFO : Epoch 1660 | loss: 0.0310047 | val_loss: 0.031251 | Time: 6789.27 ms [2022-03-28 08:33:25 main:574] : INFO : Epoch 1661 | loss: 0.0310304 | val_loss: 0.0312827 | Time: 6830.07 ms [2022-03-28 08:33:31 main:574] : INFO : Epoch 1662 | loss: 0.0310093 | val_loss: 0.0312615 | Time: 6722.01 ms [2022-03-28 08:33:38 main:574] : INFO : Epoch 1663 | loss: 0.0310033 | val_loss: 0.031289 | Time: 6670.08 ms [2022-03-28 08:33:45 main:574] : INFO : Epoch 1664 | loss: 0.0309866 | val_loss: 0.0312855 | Time: 6808.35 ms [2022-03-28 08:33:52 main:574] : INFO : Epoch 1665 | loss: 0.0309907 | val_loss: 0.0313014 | Time: 6774.8 ms [2022-03-28 08:33:59 main:574] : INFO : Epoch 1666 | loss: 0.0309861 | val_loss: 0.0312745 | Time: 6830.26 ms [2022-03-28 08:34:05 main:574] : INFO : Epoch 1667 | loss: 0.0309888 | val_loss: 0.0313017 | Time: 6744.44 ms [2022-03-28 08:34:12 main:574] : INFO : Epoch 1668 | loss: 0.0309895 | val_loss: 0.0312687 | Time: 6787.68 ms [2022-03-28 08:34:19 main:574] : INFO : Epoch 1669 | loss: 0.0309953 | val_loss: 0.031276 | Time: 6736.51 ms [2022-03-28 08:34:26 main:574] : INFO : Epoch 1670 | loss: 0.0309913 | val_loss: 0.0312745 | Time: 6794.51 ms [2022-03-28 08:34:32 main:574] : INFO : Epoch 1671 | loss: 0.0309948 | val_loss: 0.0313073 | Time: 6793.88 ms [2022-03-28 08:34:39 main:574] : INFO : Epoch 1672 | loss: 0.0309975 | val_loss: 0.0312952 | Time: 6710.7 ms [2022-03-28 08:34:46 main:574] : INFO : Epoch 1673 | loss: 0.0309906 | val_loss: 0.0312874 | Time: 6782.3 ms [2022-03-28 08:34:53 main:574] : INFO : Epoch 1674 | loss: 0.030994 | val_loss: 0.0312755 | Time: 6727.43 ms [2022-03-28 08:34:59 main:574] : INFO : Epoch 1675 | loss: 0.0309985 | val_loss: 0.0312736 | Time: 6771.5 ms [2022-03-28 08:35:06 main:574] : INFO : Epoch 1676 | loss: 0.031 | val_loss: 0.0312659 | Time: 6805.45 ms [2022-03-28 08:35:13 main:574] : INFO : Epoch 1677 | loss: 0.0310007 | val_loss: 0.0312548 | Time: 6750.5 ms [2022-03-28 08:35:20 main:574] : INFO : Epoch 1678 | loss: 0.0310228 | val_loss: 0.031255 | Time: 6745.46 ms [2022-03-28 08:35:26 main:574] : INFO : Epoch 1679 | loss: 0.0310207 | val_loss: 0.0312304 | Time: 6698.01 ms [2022-03-28 08:35:33 main:574] : INFO : Epoch 1680 | loss: 0.0310094 | val_loss: 0.0312587 | Time: 6817.1 ms [2022-03-28 08:35:40 main:574] : INFO : Epoch 1681 | loss: 0.030995 | val_loss: 0.0312722 | Time: 6751.61 ms [2022-03-28 08:35:47 main:574] : INFO : Epoch 1682 | loss: 0.0309951 | val_loss: 0.031278 | Time: 6735.13 ms [2022-03-28 08:35:54 main:574] : INFO : Epoch 1683 | loss: 0.0309898 | val_loss: 0.0312905 | Time: 6727.77 ms [2022-03-28 08:36:00 main:574] : INFO : Epoch 1684 | loss: 0.0310385 | val_loss: 0.0312231 | Time: 6666.01 ms [2022-03-28 08:36:07 main:574] : INFO : Epoch 1685 | loss: 0.0310511 | val_loss: 0.0312493 | Time: 6658.57 ms [2022-03-28 08:36:14 main:574] : INFO : Epoch 1686 | loss: 0.0310133 | val_loss: 0.03128 | Time: 6852.25 ms [2022-03-28 08:36:21 main:574] : INFO : Epoch 1687 | loss: 0.0309997 | val_loss: 0.0312763 | Time: 6817.61 ms [2022-03-28 08:36:27 main:574] : INFO : Epoch 1688 | loss: 0.0309959 | val_loss: 0.0312876 | Time: 6776.57 ms [2022-03-28 08:36:34 main:574] : INFO : Epoch 1689 | loss: 0.0309902 | val_loss: 0.031285 | Time: 6714.01 ms [2022-03-28 08:36:41 main:574] : INFO : Epoch 1690 | loss: 0.0309943 | val_loss: 0.0312992 | Time: 6662.3 ms [2022-03-28 08:36:48 main:574] : INFO : Epoch 1691 | loss: 0.0309943 | val_loss: 0.0312732 | Time: 6760.66 ms [2022-03-28 08:36:54 main:574] : INFO : Epoch 1692 | loss: 0.0310003 | val_loss: 0.0312709 | Time: 6743.82 ms [2022-03-28 08:37:01 main:574] : INFO : Epoch 1693 | loss: 0.0310046 | val_loss: 0.0312877 | Time: 6828.65 ms [2022-03-28 08:37:08 main:574] : INFO : Epoch 1694 | loss: 0.0310006 | val_loss: 0.0312909 | Time: 6796.71 ms [2022-03-28 08:37:15 main:574] : INFO : Epoch 1695 | loss: 0.0309948 | val_loss: 0.0312598 | Time: 6817.94 ms [2022-03-28 08:37:22 main:574] : INFO : Epoch 1696 | loss: 0.0309893 | val_loss: 0.031297 | Time: 6784.36 ms [2022-03-28 08:37:28 main:574] : INFO : Epoch 1697 | loss: 0.0309881 | val_loss: 0.0312727 | Time: 6777.64 ms [2022-03-28 08:37:35 main:574] : INFO : Epoch 1698 | loss: 0.0309993 | val_loss: 0.0312801 | Time: 6740.16 ms [2022-03-28 08:37:42 main:574] : INFO : Epoch 1699 | loss: 0.0309947 | val_loss: 0.0312593 | Time: 6734.33 ms [2022-03-28 08:37:49 main:574] : INFO : Epoch 1700 | loss: 0.0309931 | val_loss: 0.0313264 | Time: 6712.74 ms [2022-03-28 08:37:55 main:574] : INFO : Epoch 1701 | loss: 0.0309961 | val_loss: 0.0312893 | Time: 6699.55 ms [2022-03-28 08:38:02 main:574] : INFO : Epoch 1702 | loss: 0.0309869 | val_loss: 0.0313012 | Time: 6707.6 ms [2022-03-28 08:38:09 main:574] : INFO : Epoch 1703 | loss: 0.0310086 | val_loss: 0.0312829 | Time: 6683.48 ms [2022-03-28 08:38:15 main:574] : INFO : Epoch 1704 | loss: 0.0310094 | val_loss: 0.0312868 | Time: 6734.26 ms [2022-03-28 08:38:22 main:574] : INFO : Epoch 1705 | loss: 0.0310083 | val_loss: 0.0312786 | Time: 6654.65 ms [2022-03-28 08:38:29 main:574] : INFO : Epoch 1706 | loss: 0.0310027 | val_loss: 0.0312873 | Time: 6799.15 ms [2022-03-28 08:38:36 main:574] : INFO : Epoch 1707 | loss: 0.0309934 | val_loss: 0.0312812 | Time: 6790.5 ms [2022-03-28 08:38:43 main:574] : INFO : Epoch 1708 | loss: 0.0309954 | val_loss: 0.0313198 | Time: 6793.71 ms [2022-03-28 08:38:49 main:574] : INFO : Epoch 1709 | loss: 0.0309962 | val_loss: 0.0312662 | Time: 6786.1 ms [2022-03-28 08:38:56 main:574] : INFO : Epoch 1710 | loss: 0.0310062 | val_loss: 0.031294 | Time: 6735.34 ms [2022-03-28 08:39:03 main:574] : INFO : Epoch 1711 | loss: 0.0310171 | val_loss: 0.0313094 | Time: 6790.22 ms [2022-03-28 08:39:10 main:574] : INFO : Epoch 1712 | loss: 0.0310067 | val_loss: 0.0312842 | Time: 6737.91 ms [2022-03-28 08:39:16 main:574] : INFO : Epoch 1713 | loss: 0.0309986 | val_loss: 0.0312605 | Time: 6638.7 ms [2022-03-28 08:39:23 main:574] : INFO : Epoch 1714 | loss: 0.030991 | val_loss: 0.0313174 | Time: 6694.57 ms [2022-03-28 08:39:30 main:574] : INFO : Epoch 1715 | loss: 0.0309958 | val_loss: 0.0312679 | Time: 6753.87 ms [2022-03-28 08:39:36 main:574] : INFO : Epoch 1716 | loss: 0.0310027 | val_loss: 0.0313027 | Time: 6687.87 ms [2022-03-28 08:39:43 main:574] : INFO : Epoch 1717 | loss: 0.0309993 | val_loss: 0.0312735 | Time: 6747.78 ms [2022-03-28 08:39:50 main:574] : INFO : Epoch 1718 | loss: 0.0310061 | val_loss: 0.031287 | Time: 6759.23 ms [2022-03-28 08:39:57 main:574] : INFO : Epoch 1719 | loss: 0.0309913 | val_loss: 0.0312698 | Time: 6748.27 ms [2022-03-28 08:40:04 main:574] : INFO : Epoch 1720 | loss: 0.0309958 | val_loss: 0.0312827 | Time: 6769.15 ms [2022-03-28 08:40:10 main:574] : INFO : Epoch 1721 | loss: 0.0309987 | val_loss: 0.03126 | Time: 6760.77 ms [2022-03-28 08:40:17 main:574] : INFO : Epoch 1722 | loss: 0.0309983 | val_loss: 0.0312852 | Time: 6810.3 ms [2022-03-28 08:40:24 main:574] : INFO : Epoch 1723 | loss: 0.0309961 | val_loss: 0.0313227 | Time: 6799.21 ms [2022-03-28 08:40:31 main:574] : INFO : Epoch 1724 | loss: 0.0310038 | val_loss: 0.0312395 | Time: 6890.33 ms [2022-03-28 08:40:38 main:574] : INFO : Epoch 1725 | loss: 0.0309986 | val_loss: 0.0312655 | Time: 6759.33 ms [2022-03-28 08:40:44 main:574] : INFO : Epoch 1726 | loss: 0.0309966 | val_loss: 0.0312695 | Time: 6740.09 ms [2022-03-28 08:40:51 main:574] : INFO : Epoch 1727 | loss: 0.0309972 | val_loss: 0.0312834 | Time: 6719.23 ms [2022-03-28 08:40:58 main:574] : INFO : Epoch 1728 | loss: 0.0309968 | val_loss: 0.0312773 | Time: 6770.11 ms [2022-03-28 08:41:05 main:574] : INFO : Epoch 1729 | loss: 0.0309951 | val_loss: 0.0312677 | Time: 6786.56 ms [2022-03-28 08:41:11 main:574] : INFO : Epoch 1730 | loss: 0.0310093 | val_loss: 0.0312734 | Time: 6712.06 ms [2022-03-28 08:41:18 main:574] : INFO : Epoch 1731 | loss: 0.0309995 | val_loss: 0.0312751 | Time: 6817.25 ms [2022-03-28 08:41:25 main:574] : INFO : Epoch 1732 | loss: 0.0309968 | val_loss: 0.0312649 | Time: 6737.45 ms [2022-03-28 08:41:32 main:574] : INFO : Epoch 1733 | loss: 0.0309997 | val_loss: 0.0312627 | Time: 6814.94 ms [2022-03-28 08:41:39 main:574] : INFO : Epoch 1734 | loss: 0.0310035 | val_loss: 0.0312678 | Time: 6827.89 ms [2022-03-28 08:41:45 main:574] : INFO : Epoch 1735 | loss: 0.031 | val_loss: 0.0312673 | Time: 6703.26 ms [2022-03-28 08:41:52 main:574] : INFO : Epoch 1736 | loss: 0.0309947 | val_loss: 0.0312557 | Time: 6668.83 ms [2022-03-28 08:41:59 main:574] : INFO : Epoch 1737 | loss: 0.0309991 | val_loss: 0.0312731 | Time: 6822.92 ms [2022-03-28 08:42:06 main:574] : INFO : Epoch 1738 | loss: 0.0310095 | val_loss: 0.0313022 | Time: 6692.15 ms [2022-03-28 08:42:12 main:574] : INFO : Epoch 1739 | loss: 0.0310064 | val_loss: 0.0312627 | Time: 6709.02 ms [2022-03-28 08:42:19 main:574] : INFO : Epoch 1740 | loss: 0.0310073 | val_loss: 0.0312511 | Time: 6791.94 ms [2022-03-28 08:42:26 main:574] : INFO : Epoch 1741 | loss: 0.0310125 | val_loss: 0.0312509 | Time: 6682.96 ms [2022-03-28 08:42:33 main:574] : INFO : Epoch 1742 | loss: 0.0310036 | val_loss: 0.0312584 | Time: 6732.07 ms [2022-03-28 08:42:39 main:574] : INFO : Epoch 1743 | loss: 0.0309958 | val_loss: 0.0312755 | Time: 6733.91 ms [2022-03-28 08:42:46 main:574] : INFO : Epoch 1744 | loss: 0.0309978 | val_loss: 0.0312787 | Time: 6684.03 ms [2022-03-28 08:42:53 main:574] : INFO : Epoch 1745 | loss: 0.0309982 | val_loss: 0.0313153 | Time: 6773.01 ms [2022-03-28 08:43:00 main:574] : INFO : Epoch 1746 | loss: 0.0309971 | val_loss: 0.0312915 | Time: 6739.48 ms [2022-03-28 08:43:06 main:574] : INFO : Epoch 1747 | loss: 0.030994 | val_loss: 0.0312935 | Time: 6683.28 ms [2022-03-28 08:43:13 main:574] : INFO : Epoch 1748 | loss: 0.0309891 | val_loss: 0.0312663 | Time: 6772.89 ms [2022-03-28 08:43:20 main:574] : INFO : Epoch 1749 | loss: 0.0309952 | val_loss: 0.0312669 | Time: 6710.16 ms [2022-03-28 08:43:27 main:574] : INFO : Epoch 1750 | loss: 0.0310046 | val_loss: 0.0312546 | Time: 6792.65 ms [2022-03-28 08:43:33 main:574] : INFO : Epoch 1751 | loss: 0.0310006 | val_loss: 0.0312694 | Time: 6690.84 ms [2022-03-28 08:43:40 main:574] : INFO : Epoch 1752 | loss: 0.0309894 | val_loss: 0.0312726 | Time: 6744.01 ms [2022-03-28 08:43:47 main:574] : INFO : Epoch 1753 | loss: 0.0309906 | val_loss: 0.0312637 | Time: 6739.42 ms [2022-03-28 08:43:53 main:574] : INFO : Epoch 1754 | loss: 0.0309984 | val_loss: 0.0313029 | Time: 6683.83 ms [2022-03-28 08:44:00 main:574] : INFO : Epoch 1755 | loss: 0.030993 | val_loss: 0.0312644 | Time: 6781.15 ms [2022-03-28 08:44:07 main:574] : INFO : Epoch 1756 | loss: 0.0309939 | val_loss: 0.0313014 | Time: 6820.15 ms [2022-03-28 08:44:14 main:574] : INFO : Epoch 1757 | loss: 0.0309909 | val_loss: 0.0312648 | Time: 6846.16 ms [2022-03-28 08:44:21 main:574] : INFO : Epoch 1758 | loss: 0.0309953 | val_loss: 0.0312621 | Time: 6820.53 ms [2022-03-28 08:44:28 main:574] : INFO : Epoch 1759 | loss: 0.0310085 | val_loss: 0.0312661 | Time: 6758.94 ms [2022-03-28 08:44:34 main:574] : INFO : Epoch 1760 | loss: 0.0309951 | val_loss: 0.0313059 | Time: 6746.8 ms [2022-03-28 08:44:41 main:574] : INFO : Epoch 1761 | loss: 0.0309939 | val_loss: 0.0312745 | Time: 6779.13 ms [2022-03-28 08:44:48 main:574] : INFO : Epoch 1762 | loss: 0.0309985 | val_loss: 0.0312752 | Time: 6867.08 ms [2022-03-28 08:44:55 main:574] : INFO : Epoch 1763 | loss: 0.0309963 | val_loss: 0.0312764 | Time: 6805.5 ms [2022-03-28 08:45:02 main:574] : INFO : Epoch 1764 | loss: 0.0309967 | val_loss: 0.0312818 | Time: 6845.28 ms [2022-03-28 08:45:09 main:574] : INFO : Epoch 1765 | loss: 0.0309946 | val_loss: 0.0312701 | Time: 6832.2 ms [2022-03-28 08:45:15 main:574] : INFO : Epoch 1766 | loss: 0.0309987 | val_loss: 0.0312648 | Time: 6731.9 ms [2022-03-28 08:45:22 main:574] : INFO : Epoch 1767 | loss: 0.0309919 | val_loss: 0.0312904 | Time: 6725.66 ms [2022-03-28 08:45:29 main:574] : INFO : Epoch 1768 | loss: 0.0309933 | val_loss: 0.0312759 | Time: 6807.43 ms [2022-03-28 08:45:36 main:574] : INFO : Epoch 1769 | loss: 0.0309975 | val_loss: 0.0312864 | Time: 6759.3 ms [2022-03-28 08:45:42 main:574] : INFO : Epoch 1770 | loss: 0.0309972 | val_loss: 0.0312707 | Time: 6757.28 ms [2022-03-28 08:45:49 main:574] : INFO : Epoch 1771 | loss: 0.0309912 | val_loss: 0.0312421 | Time: 6779.92 ms [2022-03-28 08:45:56 main:574] : INFO : Epoch 1772 | loss: 0.0310251 | val_loss: 0.0312568 | Time: 6794.72 ms [2022-03-28 08:46:03 main:574] : INFO : Epoch 1773 | loss: 0.0310105 | val_loss: 0.031268 | Time: 6789.99 ms [2022-03-28 08:46:10 main:574] : INFO : Epoch 1774 | loss: 0.0309988 | val_loss: 0.0312706 | Time: 6838.04 ms [2022-03-28 08:46:16 main:574] : INFO : Epoch 1775 | loss: 0.0310004 | val_loss: 0.0312624 | Time: 6688.51 ms [2022-03-28 08:46:23 main:574] : INFO : Epoch 1776 | loss: 0.0309966 | val_loss: 0.0312844 | Time: 6741.22 ms [2022-03-28 08:46:30 main:574] : INFO : Epoch 1777 | loss: 0.0309955 | val_loss: 0.0312614 | Time: 6775.06 ms [2022-03-28 08:46:37 main:574] : INFO : Epoch 1778 | loss: 0.0309954 | val_loss: 0.0312747 | Time: 6751.65 ms [2022-03-28 08:46:43 main:574] : INFO : Epoch 1779 | loss: 0.0309989 | val_loss: 0.0312675 | Time: 6748.91 ms [2022-03-28 08:46:50 main:574] : INFO : Epoch 1780 | loss: 0.0310221 | val_loss: 0.0313051 | Time: 6813.99 ms [2022-03-28 08:46:57 main:574] : INFO : Epoch 1781 | loss: 0.0310118 | val_loss: 0.0312765 | Time: 6678.09 ms [2022-03-28 08:47:04 main:574] : INFO : Epoch 1782 | loss: 0.0309906 | val_loss: 0.031267 | Time: 6778.97 ms [2022-03-28 08:47:10 main:574] : INFO : Epoch 1783 | loss: 0.0309937 | val_loss: 0.0313106 | Time: 6706.59 ms [2022-03-28 08:47:17 main:574] : INFO : Epoch 1784 | loss: 0.0309982 | val_loss: 0.0312531 | Time: 6732.61 ms [2022-03-28 08:47:24 main:574] : INFO : Epoch 1785 | loss: 0.0310035 | val_loss: 0.0312586 | Time: 6739.85 ms [2022-03-28 08:47:31 main:574] : INFO : Epoch 1786 | loss: 0.0310045 | val_loss: 0.0313152 | Time: 6763.22 ms [2022-03-28 08:47:37 main:574] : INFO : Epoch 1787 | loss: 0.031006 | val_loss: 0.0312869 | Time: 6734.52 ms [2022-03-28 08:47:44 main:574] : INFO : Epoch 1788 | loss: 0.0309974 | val_loss: 0.0312546 | Time: 6837.49 ms [2022-03-28 08:47:51 main:574] : INFO : Epoch 1789 | loss: 0.0309955 | val_loss: 0.0313105 | Time: 6764.18 ms [2022-03-28 08:47:58 main:574] : INFO : Epoch 1790 | loss: 0.030998 | val_loss: 0.031305 | Time: 6861.52 ms [2022-03-28 08:48:05 main:574] : INFO : Epoch 1791 | loss: 0.0309949 | val_loss: 0.0312886 | Time: 6741.84 ms [2022-03-28 08:48:11 main:574] : INFO : Epoch 1792 | loss: 0.030996 | val_loss: 0.0312893 | Time: 6836.71 ms [2022-03-28 08:48:18 main:574] : INFO : Epoch 1793 | loss: 0.031019 | val_loss: 0.0312708 | Time: 6719.48 ms [2022-03-28 08:48:25 main:574] : INFO : Epoch 1794 | loss: 0.0310076 | val_loss: 0.0312677 | Time: 6734.49 ms [2022-03-28 08:48:32 main:574] : INFO : Epoch 1795 | loss: 0.0309928 | val_loss: 0.0312804 | Time: 6800.32 ms [2022-03-28 08:48:39 main:574] : INFO : Epoch 1796 | loss: 0.0310043 | val_loss: 0.0312892 | Time: 6788.55 ms [2022-03-28 08:48:45 main:574] : INFO : Epoch 1797 | loss: 0.0310086 | val_loss: 0.0313041 | Time: 6752.77 ms [2022-03-28 08:48:52 main:574] : INFO : Epoch 1798 | loss: 0.0309969 | val_loss: 0.0312627 | Time: 6790.11 ms [2022-03-28 08:48:59 main:574] : INFO : Epoch 1799 | loss: 0.0309953 | val_loss: 0.031281 | Time: 6806.84 ms [2022-03-28 08:49:06 main:574] : INFO : Epoch 1800 | loss: 0.0309905 | val_loss: 0.0312918 | Time: 6819.24 ms [2022-03-28 08:49:13 main:574] : INFO : Epoch 1801 | loss: 0.0310022 | val_loss: 0.0312644 | Time: 6805.74 ms [2022-03-28 08:49:19 main:574] : INFO : Epoch 1802 | loss: 0.0310044 | val_loss: 0.0313095 | Time: 6732.95 ms [2022-03-28 08:49:26 main:574] : INFO : Epoch 1803 | loss: 0.0309995 | val_loss: 0.0312982 | Time: 6831.33 ms [2022-03-28 08:49:33 main:574] : INFO : Epoch 1804 | loss: 0.030997 | val_loss: 0.0312882 | Time: 6826.22 ms [2022-03-28 08:49:40 main:574] : INFO : Epoch 1805 | loss: 0.030995 | val_loss: 0.031277 | Time: 6728.73 ms [2022-03-28 08:49:46 main:574] : INFO : Epoch 1806 | loss: 0.0309985 | val_loss: 0.0312928 | Time: 6728.71 ms [2022-03-28 08:49:53 main:574] : INFO : Epoch 1807 | loss: 0.0309977 | val_loss: 0.0312722 | Time: 6765.42 ms [2022-03-28 08:50:00 main:574] : INFO : Epoch 1808 | loss: 0.0309996 | val_loss: 0.0312832 | Time: 6734.27 ms [2022-03-28 08:50:07 main:574] : INFO : Epoch 1809 | loss: 0.0310033 | val_loss: 0.0312813 | Time: 6815.57 ms [2022-03-28 08:50:14 main:574] : INFO : Epoch 1810 | loss: 0.0309945 | val_loss: 0.0312925 | Time: 6724.51 ms [2022-03-28 08:50:20 main:574] : INFO : Epoch 1811 | loss: 0.0309917 | val_loss: 0.031268 | Time: 6725.5 ms [2022-03-28 08:50:27 main:574] : INFO : Epoch 1812 | loss: 0.0310066 | val_loss: 0.0312669 | Time: 6756.37 ms [2022-03-28 08:50:34 main:574] : INFO : Epoch 1813 | loss: 0.0310001 | val_loss: 0.0312524 | Time: 6761.98 ms [2022-03-28 08:50:41 main:574] : INFO : Epoch 1814 | loss: 0.0309995 | val_loss: 0.0312651 | Time: 6755.5 ms [2022-03-28 08:50:47 main:574] : INFO : Epoch 1815 | loss: 0.0309969 | val_loss: 0.0312985 | Time: 6767.52 ms [2022-03-28 08:50:54 main:574] : INFO : Epoch 1816 | loss: 0.0309976 | val_loss: 0.0312803 | Time: 6794.94 ms [2022-03-28 08:51:01 main:574] : INFO : Epoch 1817 | loss: 0.0309985 | val_loss: 0.0312645 | Time: 6683.48 ms [2022-03-28 08:51:08 main:574] : INFO : Epoch 1818 | loss: 0.0309967 | val_loss: 0.0312852 | Time: 6730.8 ms [2022-03-28 08:51:14 main:574] : INFO : Epoch 1819 | loss: 0.0309938 | val_loss: 0.0312854 | Time: 6706.66 ms [2022-03-28 08:51:21 main:574] : INFO : Epoch 1820 | loss: 0.0309879 | val_loss: 0.0312705 | Time: 6800.91 ms [2022-03-28 08:51:28 main:574] : INFO : Epoch 1821 | loss: 0.0309955 | val_loss: 0.0312739 | Time: 6767.48 ms [2022-03-28 08:51:35 main:574] : INFO : Epoch 1822 | loss: 0.0310051 | val_loss: 0.0312837 | Time: 6788.02 ms [2022-03-28 08:51:42 main:574] : INFO : Epoch 1823 | loss: 0.0310089 | val_loss: 0.0312995 | Time: 6767.61 ms [2022-03-28 08:51:48 main:574] : INFO : Epoch 1824 | loss: 0.0310055 | val_loss: 0.0312913 | Time: 6800.58 ms [2022-03-28 08:51:55 main:574] : INFO : Epoch 1825 | loss: 0.0310049 | val_loss: 0.0312468 | Time: 6829.7 ms [2022-03-28 08:52:02 main:574] : INFO : Epoch 1826 | loss: 0.031001 | val_loss: 0.0312598 | Time: 6836.69 ms [2022-03-28 08:52:09 main:574] : INFO : Epoch 1827 | loss: 0.0310018 | val_loss: 0.0312735 | Time: 6721.65 ms [2022-03-28 08:52:16 main:574] : INFO : Epoch 1828 | loss: 0.0309968 | val_loss: 0.0312997 | Time: 6797.81 ms [2022-03-28 08:52:22 main:574] : INFO : Epoch 1829 | loss: 0.0309924 | val_loss: 0.0312806 | Time: 6724.85 ms [2022-03-28 08:52:29 main:574] : INFO : Epoch 1830 | loss: 0.0309949 | val_loss: 0.0312954 | Time: 6858.58 ms [2022-03-28 08:52:36 main:574] : INFO : Epoch 1831 | loss: 0.0309985 | val_loss: 0.031286 | Time: 6679.09 ms [2022-03-28 08:52:43 main:574] : INFO : Epoch 1832 | loss: 0.0310027 | val_loss: 0.0312583 | Time: 6717.49 ms [2022-03-28 08:52:49 main:574] : INFO : Epoch 1833 | loss: 0.0310039 | val_loss: 0.0312701 | Time: 6761.11 ms [2022-03-28 08:52:56 main:574] : INFO : Epoch 1834 | loss: 0.0310047 | val_loss: 0.0312685 | Time: 6728.46 ms [2022-03-28 08:53:03 main:574] : INFO : Epoch 1835 | loss: 0.0310082 | val_loss: 0.031303 | Time: 6723.34 ms [2022-03-28 08:53:10 main:574] : INFO : Epoch 1836 | loss: 0.030999 | val_loss: 0.0312734 | Time: 6727.08 ms [2022-03-28 08:53:16 main:574] : INFO : Epoch 1837 | loss: 0.0310027 | val_loss: 0.0312849 | Time: 6649.48 ms [2022-03-28 08:53:23 main:574] : INFO : Epoch 1838 | loss: 0.0309939 | val_loss: 0.0312665 | Time: 6871.57 ms [2022-03-28 08:53:30 main:574] : INFO : Epoch 1839 | loss: 0.0309914 | val_loss: 0.0313314 | Time: 6793 ms [2022-03-28 08:53:37 main:574] : INFO : Epoch 1840 | loss: 0.0309956 | val_loss: 0.0312575 | Time: 6753.37 ms [2022-03-28 08:53:43 main:574] : INFO : Epoch 1841 | loss: 0.030997 | val_loss: 0.0312668 | Time: 6708.79 ms [2022-03-28 08:53:50 main:574] : INFO : Epoch 1842 | loss: 0.0309881 | val_loss: 0.0312809 | Time: 6745.26 ms [2022-03-28 08:53:57 main:574] : INFO : Epoch 1843 | loss: 0.0309919 | val_loss: 0.0312921 | Time: 6764.35 ms [2022-03-28 08:54:04 main:574] : INFO : Epoch 1844 | loss: 0.0309976 | val_loss: 0.031291 | Time: 6782.66 ms [2022-03-28 08:54:10 main:574] : INFO : Epoch 1845 | loss: 0.0309912 | val_loss: 0.0312721 | Time: 6726.69 ms [2022-03-28 08:54:17 main:574] : INFO : Epoch 1846 | loss: 0.0309926 | val_loss: 0.0312482 | Time: 6741.21 ms [2022-03-28 08:54:24 main:574] : INFO : Epoch 1847 | loss: 0.0310044 | val_loss: 0.031288 | Time: 6775.11 ms [2022-03-28 08:54:31 main:574] : INFO : Epoch 1848 | loss: 0.0309969 | val_loss: 0.0313181 | Time: 6744.97 ms [2022-03-28 08:54:38 main:574] : INFO : Epoch 1849 | loss: 0.0309971 | val_loss: 0.031279 | Time: 6740.56 ms [2022-03-28 08:54:44 main:574] : INFO : Epoch 1850 | loss: 0.0309921 | val_loss: 0.0312569 | Time: 6680.5 ms [2022-03-28 08:54:51 main:574] : INFO : Epoch 1851 | loss: 0.0309899 | val_loss: 0.0312771 | Time: 6816.22 ms [2022-03-28 08:54:58 main:574] : INFO : Epoch 1852 | loss: 0.0309907 | val_loss: 0.0312728 | Time: 6789.97 ms [2022-03-28 08:55:05 main:574] : INFO : Epoch 1853 | loss: 0.0309902 | val_loss: 0.0313005 | Time: 6715.51 ms [2022-03-28 08:55:11 main:574] : INFO : Epoch 1854 | loss: 0.0309981 | val_loss: 0.0312731 | Time: 6833.5 ms [2022-03-28 08:55:18 main:574] : INFO : Epoch 1855 | loss: 0.0309882 | val_loss: 0.0312864 | Time: 6744.77 ms [2022-03-28 08:55:25 main:574] : INFO : Epoch 1856 | loss: 0.0309906 | val_loss: 0.0312835 | Time: 6750.35 ms [2022-03-28 08:55:32 main:574] : INFO : Epoch 1857 | loss: 0.0309975 | val_loss: 0.0312515 | Time: 6743.93 ms [2022-03-28 08:55:38 main:574] : INFO : Epoch 1858 | loss: 0.0310006 | val_loss: 0.0312905 | Time: 6760.16 ms [2022-03-28 08:55:45 main:574] : INFO : Epoch 1859 | loss: 0.0309969 | val_loss: 0.031252 | Time: 6737.13 ms [2022-03-28 08:55:52 main:574] : INFO : Epoch 1860 | loss: 0.0309917 | val_loss: 0.0313105 | Time: 6742.93 ms [2022-03-28 08:55:59 main:574] : INFO : Epoch 1861 | loss: 0.0309971 | val_loss: 0.0312663 | Time: 6811.62 ms [2022-03-28 08:56:06 main:574] : INFO : Epoch 1862 | loss: 0.0309979 | val_loss: 0.0312672 | Time: 6806.16 ms [2022-03-28 08:56:12 main:574] : INFO : Epoch 1863 | loss: 0.0310002 | val_loss: 0.0312863 | Time: 6861.45 ms [2022-03-28 08:56:19 main:574] : INFO : Epoch 1864 | loss: 0.0309994 | val_loss: 0.0312805 | Time: 6755.28 ms [2022-03-28 08:56:26 main:574] : INFO : Epoch 1865 | loss: 0.0310006 | val_loss: 0.0312812 | Time: 6810.42 ms [2022-03-28 08:56:33 main:574] : INFO : Epoch 1866 | loss: 0.0310018 | val_loss: 0.0312654 | Time: 6772.65 ms [2022-03-28 08:56:40 main:574] : INFO : Epoch 1867 | loss: 0.0309979 | val_loss: 0.0312618 | Time: 6718.63 ms [2022-03-28 08:56:46 main:574] : INFO : Epoch 1868 | loss: 0.0310029 | val_loss: 0.0313265 | Time: 6727.62 ms [2022-03-28 08:56:53 main:574] : INFO : Epoch 1869 | loss: 0.0309934 | val_loss: 0.0312592 | Time: 6718.23 ms [2022-03-28 08:57:00 main:574] : INFO : Epoch 1870 | loss: 0.030997 | val_loss: 0.0312736 | Time: 6730.36 ms [2022-03-28 08:57:07 main:574] : INFO : Epoch 1871 | loss: 0.0309962 | val_loss: 0.0312795 | Time: 6811.13 ms [2022-03-28 08:57:13 main:574] : INFO : Epoch 1872 | loss: 0.030996 | val_loss: 0.0312511 | Time: 6729.52 ms [2022-03-28 08:57:20 main:574] : INFO : Epoch 1873 | loss: 0.0309925 | val_loss: 0.031265 | Time: 6779.62 ms [2022-03-28 08:57:27 main:574] : INFO : Epoch 1874 | loss: 0.0310032 | val_loss: 0.0312593 | Time: 6777.97 ms [2022-03-28 08:57:34 main:574] : INFO : Epoch 1875 | loss: 0.0310269 | val_loss: 0.0312499 | Time: 6842.83 ms [2022-03-28 08:57:41 main:574] : INFO : Epoch 1876 | loss: 0.0310127 | val_loss: 0.0312926 | Time: 6801.98 ms [2022-03-28 08:57:47 main:574] : INFO : Epoch 1877 | loss: 0.0310031 | val_loss: 0.0312977 | Time: 6864.13 ms [2022-03-28 08:57:54 main:574] : INFO : Epoch 1878 | loss: 0.0309997 | val_loss: 0.0312423 | Time: 6749.47 ms [2022-03-28 08:58:01 main:574] : INFO : Epoch 1879 | loss: 0.031001 | val_loss: 0.0312528 | Time: 6804.3 ms [2022-03-28 08:58:08 main:574] : INFO : Epoch 1880 | loss: 0.0309969 | val_loss: 0.0312771 | Time: 6805.24 ms [2022-03-28 08:58:15 main:574] : INFO : Epoch 1881 | loss: 0.0309927 | val_loss: 0.0312696 | Time: 6765.99 ms [2022-03-28 08:58:21 main:574] : INFO : Epoch 1882 | loss: 0.0309913 | val_loss: 0.0313256 | Time: 6724.04 ms [2022-03-28 08:58:28 main:574] : INFO : Epoch 1883 | loss: 0.0309938 | val_loss: 0.0312788 | Time: 6711.44 ms [2022-03-28 08:58:35 main:574] : INFO : Epoch 1884 | loss: 0.0309923 | val_loss: 0.0312923 | Time: 6817.79 ms [2022-03-28 08:58:42 main:574] : INFO : Epoch 1885 | loss: 0.0309938 | val_loss: 0.0312654 | Time: 6782.34 ms [2022-03-28 08:58:48 main:574] : INFO : Epoch 1886 | loss: 0.0309985 | val_loss: 0.0312925 | Time: 6706.54 ms [2022-03-28 08:58:55 main:574] : INFO : Epoch 1887 | loss: 0.0309963 | val_loss: 0.0312696 | Time: 6718.19 ms [2022-03-28 08:59:02 main:574] : INFO : Epoch 1888 | loss: 0.0309895 | val_loss: 0.0313072 | Time: 6816.26 ms [2022-03-28 08:59:09 main:574] : INFO : Epoch 1889 | loss: 0.0309957 | val_loss: 0.0312821 | Time: 6773.58 ms [2022-03-28 08:59:15 main:574] : INFO : Epoch 1890 | loss: 0.0309987 | val_loss: 0.0312823 | Time: 6690.93 ms [2022-03-28 08:59:22 main:574] : INFO : Epoch 1891 | loss: 0.0310006 | val_loss: 0.0312683 | Time: 6714.18 ms [2022-03-28 08:59:29 main:574] : INFO : Epoch 1892 | loss: 0.0310098 | val_loss: 0.031237 | Time: 6749.53 ms [2022-03-28 08:59:36 main:574] : INFO : Epoch 1893 | loss: 0.0310073 | val_loss: 0.0312739 | Time: 6817.43 ms [2022-03-28 08:59:43 main:574] : INFO : Epoch 1894 | loss: 0.0309972 | val_loss: 0.031267 | Time: 6749.79 ms [2022-03-28 08:59:49 main:574] : INFO : Epoch 1895 | loss: 0.0310021 | val_loss: 0.0313017 | Time: 6773.95 ms [2022-03-28 08:59:56 main:574] : INFO : Epoch 1896 | loss: 0.0310003 | val_loss: 0.0312864 | Time: 6771.85 ms [2022-03-28 09:00:03 main:574] : INFO : Epoch 1897 | loss: 0.031 | val_loss: 0.0312621 | Time: 6717.47 ms [2022-03-28 09:00:10 main:574] : INFO : Epoch 1898 | loss: 0.0309966 | val_loss: 0.0312876 | Time: 6827.39 ms [2022-03-28 09:00:16 main:574] : INFO : Epoch 1899 | loss: 0.0310044 | val_loss: 0.0312707 | Time: 6749.86 ms [2022-03-28 09:00:23 main:574] : INFO : Epoch 1900 | loss: 0.0310125 | val_loss: 0.0312838 | Time: 6732.83 ms [2022-03-28 09:00:30 main:574] : INFO : Epoch 1901 | loss: 0.0310008 | val_loss: 0.0312824 | Time: 6691.68 ms [2022-03-28 09:00:37 main:574] : INFO : Epoch 1902 | loss: 0.0309943 | val_loss: 0.0312563 | Time: 6731.63 ms [2022-03-28 09:00:43 main:574] : INFO : Epoch 1903 | loss: 0.0309947 | val_loss: 0.0312711 | Time: 6684.03 ms [2022-03-28 09:00:50 main:574] : INFO : Epoch 1904 | loss: 0.0309964 | val_loss: 0.0312818 | Time: 6748.37 ms [2022-03-28 09:00:57 main:574] : INFO : Epoch 1905 | loss: 0.030996 | val_loss: 0.0312909 | Time: 6727.47 ms [2022-03-28 09:01:04 main:574] : INFO : Epoch 1906 | loss: 0.0309979 | val_loss: 0.0312738 | Time: 6730.4 ms [2022-03-28 09:01:10 main:574] : INFO : Epoch 1907 | loss: 0.0309956 | val_loss: 0.0312862 | Time: 6792.38 ms [2022-03-28 09:01:17 main:574] : INFO : Epoch 1908 | loss: 0.0309897 | val_loss: 0.0312757 | Time: 6790.43 ms [2022-03-28 09:01:24 main:574] : INFO : Epoch 1909 | loss: 0.0309939 | val_loss: 0.031294 | Time: 6764 ms [2022-03-28 09:01:31 main:574] : INFO : Epoch 1910 | loss: 0.0309951 | val_loss: 0.0313001 | Time: 6804.83 ms [2022-03-28 09:01:38 main:574] : INFO : Epoch 1911 | loss: 0.0310011 | val_loss: 0.0312546 | Time: 6728.34 ms [2022-03-28 09:01:44 main:574] : INFO : Epoch 1912 | loss: 0.0310011 | val_loss: 0.0312959 | Time: 6715.85 ms [2022-03-28 09:01:51 main:574] : INFO : Epoch 1913 | loss: 0.0309992 | val_loss: 0.031273 | Time: 6657.21 ms [2022-03-28 09:01:58 main:574] : INFO : Epoch 1914 | loss: 0.0309943 | val_loss: 0.0313003 | Time: 6709.72 ms [2022-03-28 09:02:04 main:574] : INFO : Epoch 1915 | loss: 0.0309993 | val_loss: 0.0312727 | Time: 6733.24 ms [2022-03-28 09:02:11 main:574] : INFO : Epoch 1916 | loss: 0.0310008 | val_loss: 0.0312938 | Time: 6734.86 ms [2022-03-28 09:02:18 main:574] : INFO : Epoch 1917 | loss: 0.0310095 | val_loss: 0.0312812 | Time: 6753.06 ms [2022-03-28 09:02:25 main:574] : INFO : Epoch 1918 | loss: 0.0309995 | val_loss: 0.0312729 | Time: 6792.62 ms [2022-03-28 09:02:32 main:574] : INFO : Epoch 1919 | loss: 0.030988 | val_loss: 0.0312763 | Time: 6806.97 ms [2022-03-28 09:02:38 main:574] : INFO : Epoch 1920 | loss: 0.0310088 | val_loss: 0.0312929 | Time: 6862.13 ms [2022-03-28 09:02:45 main:574] : INFO : Epoch 1921 | loss: 0.0310082 | val_loss: 0.0312777 | Time: 6782.71 ms [2022-03-28 09:02:52 main:574] : INFO : Epoch 1922 | loss: 0.0310036 | val_loss: 0.0312591 | Time: 6713.9 ms [2022-03-28 09:02:59 main:574] : INFO : Epoch 1923 | loss: 0.0310079 | val_loss: 0.0312248 | Time: 6852.81 ms [2022-03-28 09:03:06 main:574] : INFO : Epoch 1924 | loss: 0.0310087 | val_loss: 0.0312465 | Time: 6768.44 ms [2022-03-28 09:03:12 main:574] : INFO : Epoch 1925 | loss: 0.0310093 | val_loss: 0.0312526 | Time: 6760.2 ms [2022-03-28 09:03:19 main:574] : INFO : Epoch 1926 | loss: 0.031002 | val_loss: 0.0313163 | Time: 6737.53 ms [2022-03-28 09:03:26 main:574] : INFO : Epoch 1927 | loss: 0.0309959 | val_loss: 0.0312336 | Time: 6766.23 ms [2022-03-28 09:03:33 main:574] : INFO : Epoch 1928 | loss: 0.0309978 | val_loss: 0.0312778 | Time: 6729.38 ms [2022-03-28 09:03:39 main:574] : INFO : Epoch 1929 | loss: 0.0310354 | val_loss: 0.0313754 | Time: 6780.78 ms [2022-03-28 09:03:46 main:574] : INFO : Epoch 1930 | loss: 0.0310518 | val_loss: 0.0312651 | Time: 6724.06 ms [2022-03-28 09:03:53 main:574] : INFO : Epoch 1931 | loss: 0.0310024 | val_loss: 0.0313027 | Time: 6767.87 ms [2022-03-28 09:04:00 main:574] : INFO : Epoch 1932 | loss: 0.030999 | val_loss: 0.0312819 | Time: 6734.22 ms [2022-03-28 09:04:06 main:574] : INFO : Epoch 1933 | loss: 0.030999 | val_loss: 0.0312794 | Time: 6733.27 ms [2022-03-28 09:04:13 main:574] : INFO : Epoch 1934 | loss: 0.0310101 | val_loss: 0.0312461 | Time: 6734.38 ms [2022-03-28 09:04:20 main:574] : INFO : Epoch 1935 | loss: 0.0310037 | val_loss: 0.0313194 | Time: 6768.38 ms [2022-03-28 09:04:27 main:574] : INFO : Epoch 1936 | loss: 0.0310075 | val_loss: 0.0312802 | Time: 6768.73 ms [2022-03-28 09:04:33 main:574] : INFO : Epoch 1937 | loss: 0.030997 | val_loss: 0.0312881 | Time: 6694.73 ms [2022-03-28 09:04:41 main:574] : INFO : Epoch 1938 | loss: 0.0309958 | val_loss: 0.0312705 | Time: 7475.13 ms [2022-03-28 09:04:48 main:574] : INFO : Epoch 1939 | loss: 0.0309943 | val_loss: 0.0312668 | Time: 6974.75 ms [2022-03-28 09:04:55 main:574] : INFO : Epoch 1940 | loss: 0.0309972 | val_loss: 0.0312885 | Time: 6784.16 ms [2022-03-28 09:05:01 main:574] : INFO : Epoch 1941 | loss: 0.0309971 | val_loss: 0.0312641 | Time: 6758.12 ms [2022-03-28 09:05:08 main:574] : INFO : Epoch 1942 | loss: 0.031 | val_loss: 0.0312551 | Time: 6897.35 ms [2022-03-28 09:05:15 main:574] : INFO : Epoch 1943 | loss: 0.0309954 | val_loss: 0.0312883 | Time: 6725.21 ms [2022-03-28 09:05:22 main:574] : INFO : Epoch 1944 | loss: 0.030997 | val_loss: 0.0313008 | Time: 6783.72 ms [2022-03-28 09:05:29 main:574] : INFO : Epoch 1945 | loss: 0.0309958 | val_loss: 0.0312656 | Time: 6930.22 ms [2022-03-28 09:05:36 main:574] : INFO : Epoch 1946 | loss: 0.0309969 | val_loss: 0.0312948 | Time: 7487.96 ms [2022-03-28 09:05:43 main:574] : INFO : Epoch 1947 | loss: 0.0309934 | val_loss: 0.0312457 | Time: 7021.9 ms [2022-03-28 09:05:50 main:574] : INFO : Epoch 1948 | loss: 0.0309981 | val_loss: 0.0312823 | Time: 6613.26 ms [2022-03-28 09:05:57 main:574] : INFO : Epoch 1949 | loss: 0.0309907 | val_loss: 0.0312615 | Time: 6925.89 ms [2022-03-28 09:06:04 main:574] : INFO : Epoch 1950 | loss: 0.0309943 | val_loss: 0.0312568 | Time: 7395.56 ms [2022-03-28 09:06:11 main:574] : INFO : Epoch 1951 | loss: 0.0310002 | val_loss: 0.0312772 | Time: 7147.32 ms [2022-03-28 09:06:18 main:574] : INFO : Epoch 1952 | loss: 0.0310094 | val_loss: 0.0312768 | Time: 6819.4 ms [2022-03-28 09:06:25 main:574] : INFO : Epoch 1953 | loss: 0.0310072 | val_loss: 0.0312421 | Time: 6718.55 ms [2022-03-28 09:06:32 main:574] : INFO : Epoch 1954 | loss: 0.031003 | val_loss: 0.0312471 | Time: 6875.84 ms [2022-03-28 09:06:40 main:574] : INFO : Epoch 1955 | loss: 0.0310033 | val_loss: 0.0312573 | Time: 7569.18 ms [2022-03-28 09:06:47 main:574] : INFO : Epoch 1956 | loss: 0.0309942 | val_loss: 0.0312566 | Time: 7509.61 ms [2022-03-28 09:06:55 main:574] : INFO : Epoch 1957 | loss: 0.0310022 | val_loss: 0.031277 | Time: 7563.56 ms [2022-03-28 09:07:02 main:574] : INFO : Epoch 1958 | loss: 0.0309959 | val_loss: 0.0312843 | Time: 7617.91 ms [2022-03-28 09:07:10 main:574] : INFO : Epoch 1959 | loss: 0.0310022 | val_loss: 0.0312756 | Time: 7589.4 ms [2022-03-28 09:07:17 main:574] : INFO : Epoch 1960 | loss: 0.031004 | val_loss: 0.0312881 | Time: 7508.82 ms [2022-03-28 09:07:25 main:574] : INFO : Epoch 1961 | loss: 0.0310072 | val_loss: 0.0312679 | Time: 7421.84 ms [2022-03-28 09:07:32 main:574] : INFO : Epoch 1962 | loss: 0.0309991 | val_loss: 0.0312714 | Time: 7030.42 ms [2022-03-28 09:07:39 main:574] : INFO : Epoch 1963 | loss: 0.0309954 | val_loss: 0.0312856 | Time: 7151.87 ms [2022-03-28 09:07:46 main:574] : INFO : Epoch 1964 | loss: 0.0310006 | val_loss: 0.0312796 | Time: 6995.88 ms [2022-03-28 09:07:53 main:574] : INFO : Epoch 1965 | loss: 0.0310004 | val_loss: 0.0312781 | Time: 7030.03 ms [2022-03-28 09:08:00 main:574] : INFO : Epoch 1966 | loss: 0.030999 | val_loss: 0.0312657 | Time: 7079.95 ms [2022-03-28 09:08:07 main:574] : INFO : Epoch 1967 | loss: 0.0309941 | val_loss: 0.0312855 | Time: 7047.09 ms [2022-03-28 09:08:14 main:574] : INFO : Epoch 1968 | loss: 0.0309968 | val_loss: 0.0313105 | Time: 6955.95 ms [2022-03-28 09:08:21 main:574] : INFO : Epoch 1969 | loss: 0.0310107 | val_loss: 0.0312533 | Time: 7007.66 ms [2022-03-28 09:08:28 main:574] : INFO : Epoch 1970 | loss: 0.0310041 | val_loss: 0.0312756 | Time: 7021.09 ms [2022-03-28 09:08:35 main:574] : INFO : Epoch 1971 | loss: 0.0309916 | val_loss: 0.031283 | Time: 7004.98 ms [2022-03-28 09:08:42 main:574] : INFO : Epoch 1972 | loss: 0.031002 | val_loss: 0.0312407 | Time: 7081.29 ms [2022-03-28 09:08:49 main:574] : INFO : Epoch 1973 | loss: 0.0310078 | val_loss: 0.0312606 | Time: 6982.23 ms [2022-03-28 09:08:56 main:574] : INFO : Epoch 1974 | loss: 0.0310034 | val_loss: 0.0312724 | Time: 7026.99 ms [2022-03-28 09:09:03 main:574] : INFO : Epoch 1975 | loss: 0.0310102 | val_loss: 0.0312996 | Time: 7011.39 ms [2022-03-28 09:09:10 main:574] : INFO : Epoch 1976 | loss: 0.0309998 | val_loss: 0.0312723 | Time: 6947.42 ms [2022-03-28 09:09:17 main:574] : INFO : Epoch 1977 | loss: 0.0309979 | val_loss: 0.0312884 | Time: 6930.94 ms [2022-03-28 09:09:24 main:574] : INFO : Epoch 1978 | loss: 0.0309879 | val_loss: 0.0312954 | Time: 6950.14 ms [2022-03-28 09:09:31 main:574] : INFO : Epoch 1979 | loss: 0.0309934 | val_loss: 0.0312749 | Time: 6972.36 ms [2022-03-28 09:09:38 main:574] : INFO : Epoch 1980 | loss: 0.0310035 | val_loss: 0.0312602 | Time: 6972.99 ms [2022-03-28 09:09:45 main:574] : INFO : Epoch 1981 | loss: 0.0309939 | val_loss: 0.0312666 | Time: 7015.24 ms [2022-03-28 09:09:52 main:574] : INFO : Epoch 1982 | loss: 0.0309868 | val_loss: 0.0312956 | Time: 7002.97 ms [2022-03-28 09:09:59 main:574] : INFO : Epoch 1983 | loss: 0.0309893 | val_loss: 0.0312881 | Time: 6997.08 ms [2022-03-28 09:10:06 main:574] : INFO : Epoch 1984 | loss: 0.0309889 | val_loss: 0.0312996 | Time: 7057.68 ms [2022-03-28 09:10:13 main:574] : INFO : Epoch 1985 | loss: 0.0309984 | val_loss: 0.0312802 | Time: 6922.46 ms [2022-03-28 09:10:20 main:574] : INFO : Epoch 1986 | loss: 0.0309988 | val_loss: 0.0313043 | Time: 6997.55 ms [2022-03-28 09:10:27 main:574] : INFO : Epoch 1987 | loss: 0.0309998 | val_loss: 0.0312676 | Time: 7069.26 ms [2022-03-28 09:10:34 main:574] : INFO : Epoch 1988 | loss: 0.0309955 | val_loss: 0.0312774 | Time: 6994.76 ms [2022-03-28 09:10:41 main:574] : INFO : Epoch 1989 | loss: 0.0309962 | val_loss: 0.0312618 | Time: 6962.95 ms [2022-03-28 09:10:48 main:574] : INFO : Epoch 1990 | loss: 0.0310136 | val_loss: 0.0312745 | Time: 6974.41 ms [2022-03-28 09:10:55 main:574] : INFO : Epoch 1991 | loss: 0.0310001 | val_loss: 0.0312632 | Time: 6982.27 ms [2022-03-28 09:11:02 main:574] : INFO : Epoch 1992 | loss: 0.0309956 | val_loss: 0.0312834 | Time: 6922.67 ms [2022-03-28 09:11:09 main:574] : INFO : Epoch 1993 | loss: 0.0310002 | val_loss: 0.031264 | Time: 6970.59 ms [2022-03-28 09:11:16 main:574] : INFO : Epoch 1994 | loss: 0.0309974 | val_loss: 0.0312661 | Time: 7027.67 ms [2022-03-28 09:11:23 main:574] : INFO : Epoch 1995 | loss: 0.0309977 | val_loss: 0.0312727 | Time: 6969.31 ms [2022-03-28 09:11:30 main:574] : INFO : Epoch 1996 | loss: 0.030998 | val_loss: 0.0312807 | Time: 7031.78 ms [2022-03-28 09:11:37 main:574] : INFO : Epoch 1997 | loss: 0.0309996 | val_loss: 0.0312855 | Time: 6912.03 ms [2022-03-28 09:11:44 main:574] : INFO : Epoch 1998 | loss: 0.0309924 | val_loss: 0.0312678 | Time: 7026.45 ms [2022-03-28 09:11:51 main:574] : INFO : Epoch 1999 | loss: 0.0309953 | val_loss: 0.0312628 | Time: 7012.86 ms [2022-03-28 09:11:58 main:574] : INFO : Epoch 2000 | loss: 0.0310043 | val_loss: 0.0312565 | Time: 7000.37 ms [2022-03-28 09:12:05 main:574] : INFO : Epoch 2001 | loss: 0.0310018 | val_loss: 0.0312883 | Time: 6919.33 ms [2022-03-28 09:12:12 main:574] : INFO : Epoch 2002 | loss: 0.0310092 | val_loss: 0.0312682 | Time: 7056.68 ms [2022-03-28 09:12:19 main:574] : INFO : Epoch 2003 | loss: 0.0310012 | val_loss: 0.0312976 | Time: 6992.83 ms [2022-03-28 09:12:26 main:574] : INFO : Epoch 2004 | loss: 0.0310014 | val_loss: 0.0312764 | Time: 7017.97 ms [2022-03-28 09:12:33 main:574] : INFO : Epoch 2005 | loss: 0.0309947 | val_loss: 0.0312784 | Time: 6950.67 ms [2022-03-28 09:12:40 main:574] : INFO : Epoch 2006 | loss: 0.0309976 | val_loss: 0.0312904 | Time: 6941.12 ms [2022-03-28 09:12:47 main:574] : INFO : Epoch 2007 | loss: 0.0309999 | val_loss: 0.0312721 | Time: 6908.79 ms [2022-03-28 09:12:54 main:574] : INFO : Epoch 2008 | loss: 0.0309945 | val_loss: 0.0312799 | Time: 6915.96 ms [2022-03-28 09:13:01 main:574] : INFO : Epoch 2009 | loss: 0.03101 | val_loss: 0.0312681 | Time: 7017.42 ms [2022-03-28 09:13:08 main:574] : INFO : Epoch 2010 | loss: 0.0310042 | val_loss: 0.0312701 | Time: 6906.63 ms [2022-03-28 09:13:15 main:574] : INFO : Epoch 2011 | loss: 0.0309938 | val_loss: 0.0312813 | Time: 7042.5 ms [2022-03-28 09:13:22 main:574] : INFO : Epoch 2012 | loss: 0.0309985 | val_loss: 0.0312519 | Time: 7329.39 ms [2022-03-28 09:13:30 main:574] : INFO : Epoch 2013 | loss: 0.0310048 | val_loss: 0.0312712 | Time: 7109.3 ms [2022-03-28 09:13:37 main:574] : INFO : Epoch 2014 | loss: 0.0309947 | val_loss: 0.0312846 | Time: 7416.49 ms [2022-03-28 09:13:44 main:574] : INFO : Epoch 2015 | loss: 0.0309897 | val_loss: 0.0312705 | Time: 7033.05 ms [2022-03-28 09:13:51 main:574] : INFO : Epoch 2016 | loss: 0.0309909 | val_loss: 0.0312922 | Time: 7078.37 ms [2022-03-28 09:13:58 main:574] : INFO : Epoch 2017 | loss: 0.0309978 | val_loss: 0.0312769 | Time: 7116.36 ms [2022-03-28 09:14:05 main:574] : INFO : Epoch 2018 | loss: 0.0309957 | val_loss: 0.0312633 | Time: 7076.98 ms [2022-03-28 09:14:12 main:574] : INFO : Epoch 2019 | loss: 0.0310017 | val_loss: 0.0312435 | Time: 7088.84 ms [2022-03-28 09:14:20 main:574] : INFO : Epoch 2020 | loss: 0.0310097 | val_loss: 0.0312649 | Time: 7176.43 ms [2022-03-28 09:14:27 main:574] : INFO : Epoch 2021 | loss: 0.0309966 | val_loss: 0.031287 | Time: 7007.77 ms [2022-03-28 09:14:34 main:574] : INFO : Epoch 2022 | loss: 0.0310192 | val_loss: 0.0312577 | Time: 7091.04 ms [2022-03-28 09:14:41 main:574] : INFO : Epoch 2023 | loss: 0.0310214 | val_loss: 0.0312718 | Time: 7006.3 ms [2022-03-28 09:14:48 main:574] : INFO : Epoch 2024 | loss: 0.031005 | val_loss: 0.0312774 | Time: 6998.71 ms [2022-03-28 09:14:55 main:574] : INFO : Epoch 2025 | loss: 0.0310005 | val_loss: 0.0312636 | Time: 6972.74 ms [2022-03-28 09:15:02 main:574] : INFO : Epoch 2026 | loss: 0.0309937 | val_loss: 0.0312943 | Time: 7082.43 ms [2022-03-28 09:15:09 main:574] : INFO : Epoch 2027 | loss: 0.0309942 | val_loss: 0.0312947 | Time: 7084.53 ms [2022-03-28 09:15:16 main:574] : INFO : Epoch 2028 | loss: 0.0309956 | val_loss: 0.0312624 | Time: 7047.33 ms [2022-03-28 09:15:23 main:574] : INFO : Epoch 2029 | loss: 0.0309914 | val_loss: 0.0312715 | Time: 7089.89 ms [2022-03-28 09:15:30 main:574] : INFO : Epoch 2030 | loss: 0.0310048 | val_loss: 0.0312795 | Time: 7037.45 ms [2022-03-28 09:15:37 main:574] : INFO : Epoch 2031 | loss: 0.030997 | val_loss: 0.0312762 | Time: 7071.87 ms [2022-03-28 09:15:44 main:574] : INFO : Epoch 2032 | loss: 0.0309983 | val_loss: 0.0312584 | Time: 7134.47 ms [2022-03-28 09:15:51 main:574] : INFO : Epoch 2033 | loss: 0.0309943 | val_loss: 0.0313073 | Time: 6953.41 ms [2022-03-28 09:15:58 main:574] : INFO : Epoch 2034 | loss: 0.0310021 | val_loss: 0.0312719 | Time: 7013.16 ms [2022-03-28 09:16:05 main:574] : INFO : Epoch 2035 | loss: 0.0310044 | val_loss: 0.0312533 | Time: 6927.2 ms [2022-03-28 09:16:12 main:574] : INFO : Epoch 2036 | loss: 0.0310017 | val_loss: 0.0312741 | Time: 7054.8 ms [2022-03-28 09:16:19 main:574] : INFO : Epoch 2037 | loss: 0.0309939 | val_loss: 0.031288 | Time: 7017.33 ms [2022-03-28 09:16:26 main:574] : INFO : Epoch 2038 | loss: 0.0309969 | val_loss: 0.0312616 | Time: 6974.9 ms [2022-03-28 09:16:34 main:574] : INFO : Epoch 2039 | loss: 0.0309951 | val_loss: 0.0312913 | Time: 7125.79 ms [2022-03-28 09:16:41 main:574] : INFO : Epoch 2040 | loss: 0.0309942 | val_loss: 0.0312851 | Time: 7277.74 ms [2022-03-28 09:16:48 main:574] : INFO : Epoch 2041 | loss: 0.0309953 | val_loss: 0.0312888 | Time: 7295.01 ms [2022-03-28 09:16:55 main:574] : INFO : Epoch 2042 | loss: 0.0309996 | val_loss: 0.0312825 | Time: 7026.27 ms [2022-03-28 09:17:02 main:574] : INFO : Epoch 2043 | loss: 0.0309954 | val_loss: 0.0312905 | Time: 7055.22 ms [2022-03-28 09:17:09 main:574] : INFO : Epoch 2044 | loss: 0.0309984 | val_loss: 0.0312693 | Time: 7082.84 ms [2022-03-28 09:17:16 main:574] : INFO : Epoch 2045 | loss: 0.0310022 | val_loss: 0.0313005 | Time: 6995.71 ms [2022-03-28 09:17:23 main:574] : INFO : Epoch 2046 | loss: 0.0310094 | val_loss: 0.031289 | Time: 7025.08 ms [2022-03-28 09:17:31 main:574] : INFO : Epoch 2047 | loss: 0.0310065 | val_loss: 0.0312453 | Time: 7259.89 ms [2022-03-28 09:17:38 main:574] : INFO : Epoch 2048 | loss: 0.0310167 | val_loss: 0.0312446 | Time: 7026.63 ms [2022-03-28 09:17:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312446 [2022-03-28 09:17:38 main:603] : INFO : Saving end state to config to file [2022-03-28 09:17:38 main:608] : INFO : Success, exiting.. 09:17:38 (21412): 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)