Task 11337411
| Name | ParityModified-1638636002-3331-3-0_3 |
| Workunit | 8131586 |
| Created | 3 Feb 2022, 23:15:12 UTC |
| Sent | 4 Feb 2022, 2:31:30 UTC |
| Report deadline | 12 Feb 2022, 2:31:30 UTC |
| Received | 5 Feb 2022, 12:26:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 16 hours 3 min 9 sec |
| CPU time | 7 hours 7 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> s [2022-02-05 02:30:43 main:574] : INFO : Epoch 1542 | loss: 0.031099 | val_loss: 0.0311875 | Time: 17963.7 ms [2022-02-05 02:31:02 main:574] : INFO : Epoch 1543 | loss: 0.0310994 | val_loss: 0.0311885 | Time: 18752.1 ms [2022-02-05 02:31:21 main:574] : INFO : Epoch 1544 | loss: 0.0311015 | val_loss: 0.0311903 | Time: 18741.1 ms [2022-02-05 02:31:39 main:574] : INFO : Epoch 1545 | loss: 0.0311042 | val_loss: 0.0311881 | Time: 18615.2 ms [2022-02-05 02:31:58 main:574] : INFO : Epoch 1546 | loss: 0.0311056 | val_loss: 0.0311848 | Time: 18414.4 ms [2022-02-05 02:32:16 main:574] : INFO : Epoch 1547 | loss: 0.0311028 | val_loss: 0.0311898 | Time: 18340.5 ms [2022-02-05 02:32:36 main:574] : INFO : Epoch 1548 | loss: 0.0311017 | val_loss: 0.0311924 | Time: 19053 ms [2022-02-05 02:32:55 main:574] : INFO : Epoch 1549 | loss: 0.0311002 | val_loss: 0.0311909 | Time: 18936.7 ms [2022-02-05 02:33:13 main:574] : INFO : Epoch 1550 | loss: 0.031101 | val_loss: 0.0311928 | Time: 18733.2 ms [2022-02-05 02:33:32 main:574] : INFO : Epoch 1551 | loss: 0.0310958 | val_loss: 0.0311885 | Time: 18432.5 ms [2022-02-05 02:33:51 main:574] : INFO : Epoch 1552 | loss: 0.0311005 | val_loss: 0.0311896 | Time: 18737.3 ms [2022-02-05 02:34:10 main:574] : INFO : Epoch 1553 | loss: 0.031102 | val_loss: 0.0311779 | Time: 18746.4 ms [2022-02-05 02:34:28 main:574] : INFO : Epoch 1554 | loss: 0.0310988 | val_loss: 0.0311923 | Time: 18580.8 ms [2022-02-05 02:34:47 main:574] : INFO : Epoch 1555 | loss: 0.0310982 | val_loss: 0.031183 | Time: 18510.7 ms [2022-02-05 02:35:06 main:574] : INFO : Epoch 1556 | loss: 0.0310954 | val_loss: 0.0311858 | Time: 18786.6 ms [2022-02-05 02:35:23 main:574] : INFO : Epoch 1557 | loss: 0.0310944 | val_loss: 0.0311928 | Time: 17274.2 ms [2022-02-05 02:35:43 main:574] : INFO : Epoch 1558 | loss: 0.0310932 | val_loss: 0.0311924 | Time: 19438.6 ms [2022-02-05 02:36:02 main:574] : INFO : Epoch 1559 | loss: 0.0311014 | val_loss: 0.0311933 | Time: 19271.2 ms [2022-02-05 02:36:21 main:574] : INFO : Epoch 1560 | loss: 0.0311004 | val_loss: 0.031186 | Time: 19000.8 ms [2022-02-05 02:36:40 main:574] : INFO : Epoch 1561 | loss: 0.0311024 | val_loss: 0.031188 | Time: 18462.3 ms [2022-02-05 02:36:59 main:574] : INFO : Epoch 1562 | loss: 0.0310993 | val_loss: 0.0311906 | Time: 19167.3 ms [2022-02-05 02:37:19 main:574] : INFO : Epoch 1563 | loss: 0.0310969 | val_loss: 0.0311909 | Time: 19240.7 ms [2022-02-05 02:37:36 main:574] : INFO : Epoch 1564 | loss: 0.0310965 | val_loss: 0.0311928 | Time: 16856.9 ms [2022-02-05 02:37:52 main:574] : INFO : Epoch 1565 | loss: 0.0310915 | val_loss: 0.0311972 | Time: 15941.4 ms [2022-02-05 02:38:07 main:574] : INFO : Epoch 1566 | loss: 0.031092 | val_loss: 0.0311951 | Time: 15421 ms [2022-02-05 02:38:23 main:574] : INFO : Epoch 1567 | loss: 0.031096 | val_loss: 0.0311925 | Time: 15526.9 ms [2022-02-05 02:38:38 main:574] : INFO : Epoch 1568 | loss: 0.0311052 | val_loss: 0.0311957 | Time: 15505.7 ms [2022-02-05 02:38:54 main:574] : INFO : Epoch 1569 | loss: 0.0311117 | val_loss: 0.0311807 | Time: 15573.9 ms [2022-02-05 02:39:09 main:574] : INFO : Epoch 1570 | loss: 0.0311066 | val_loss: 0.0311869 | Time: 15448.3 ms [2022-02-05 02:39:28 main:574] : INFO : Epoch 1571 | loss: 0.031101 | val_loss: 0.0311864 | Time: 17982.7 ms [2022-02-05 02:39:46 main:574] : INFO : Epoch 1572 | loss: 0.0310939 | val_loss: 0.0311963 | Time: 18798.3 ms [2022-02-05 02:40:06 main:574] : INFO : Epoch 1573 | loss: 0.0310969 | val_loss: 0.0311868 | Time: 19113.9 ms [2022-02-05 02:40:25 main:574] : INFO : Epoch 1574 | loss: 0.0310978 | val_loss: 0.0311896 | Time: 19030.8 ms [2022-02-05 02:40:44 main:574] : INFO : Epoch 1575 | loss: 0.0310997 | val_loss: 0.0311887 | Time: 19121.7 ms [2022-02-05 02:41:04 main:574] : INFO : Epoch 1576 | loss: 0.0311122 | val_loss: 0.031179 | Time: 19831.1 ms [2022-02-05 02:41:23 main:574] : INFO : Epoch 1577 | loss: 0.0311082 | val_loss: 0.0311902 | Time: 18819.4 ms [2022-02-05 02:41:42 main:574] : INFO : Epoch 1578 | loss: 0.031104 | val_loss: 0.0311846 | Time: 18947.2 ms [2022-02-05 02:42:01 main:574] : INFO : Epoch 1579 | loss: 0.0311013 | val_loss: 0.0312021 | Time: 18972.3 ms [2022-02-05 02:42:19 main:574] : INFO : Epoch 1580 | loss: 0.0311049 | val_loss: 0.0311823 | Time: 18336.1 ms [2022-02-05 02:42:37 main:574] : INFO : Epoch 1581 | loss: 0.0311041 | val_loss: 0.0311874 | Time: 17957 ms [2022-02-05 02:42:57 main:574] : INFO : Epoch 1582 | loss: 0.0310997 | val_loss: 0.0311906 | Time: 19200.9 ms [2022-02-05 02:43:16 main:574] : INFO : Epoch 1583 | loss: 0.0310983 | val_loss: 0.0311905 | Time: 19069.7 ms [2022-02-05 02:43:35 main:574] : INFO : Epoch 1584 | loss: 0.0311031 | val_loss: 0.0311875 | Time: 18881.3 ms [2022-02-05 02:43:54 main:574] : INFO : Epoch 1585 | loss: 0.0311161 | val_loss: 0.0311826 | Time: 19010.2 ms [2022-02-05 02:44:13 main:574] : INFO : Epoch 1586 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 18713.1 ms [2022-02-05 02:44:32 main:574] : INFO : Epoch 1587 | loss: 0.031154 | val_loss: 0.0311702 | Time: 19126.9 ms [2022-02-05 02:44:51 main:574] : INFO : Epoch 1588 | loss: 0.0311502 | val_loss: 0.0311686 | Time: 18729.7 ms [2022-02-05 02:45:09 main:574] : INFO : Epoch 1589 | loss: 0.0311431 | val_loss: 0.0311673 | Time: 18385.4 ms [2022-02-05 02:45:29 main:574] : INFO : Epoch 1590 | loss: 0.0311372 | val_loss: 0.0311727 | Time: 18920.1 ms [2022-02-05 02:45:47 main:574] : INFO : Epoch 1591 | loss: 0.0311358 | val_loss: 0.0311672 | Time: 18529.8 ms [2022-02-05 02:46:06 main:574] : INFO : Epoch 1592 | loss: 0.0311309 | val_loss: 0.0311665 | Time: 18937.5 ms [2022-02-05 02:46:24 main:574] : INFO : Epoch 1593 | loss: 0.0311293 | val_loss: 0.031168 | Time: 17702.1 ms [2022-02-05 02:46:42 main:574] : INFO : Epoch 1594 | loss: 0.0311256 | val_loss: 0.0311735 | Time: 17574.5 ms [2022-02-05 02:47:07 main:574] : INFO : Epoch 1595 | loss: 0.0311243 | val_loss: 0.0311688 | Time: 24935.8 ms [2022-02-05 02:47:26 main:574] : INFO : Epoch 1596 | loss: 0.0311222 | val_loss: 0.0311677 | Time: 18947.4 ms [2022-02-05 02:47:44 main:574] : INFO : Epoch 1597 | loss: 0.0311225 | val_loss: 0.0311706 | Time: 18742.8 ms [2022-02-05 02:48:03 main:574] : INFO : Epoch 1598 | loss: 0.0311223 | val_loss: 0.0311748 | Time: 18738.7 ms [2022-02-05 02:48:21 main:574] : INFO : Epoch 1599 | loss: 0.0311238 | val_loss: 0.0311763 | Time: 17594.6 ms [2022-02-05 02:48:36 main:574] : INFO : Epoch 1600 | loss: 0.0311212 | val_loss: 0.0311771 | Time: 15383.6 ms [2022-02-05 02:48:52 main:574] : INFO : Epoch 1601 | loss: 0.0311161 | val_loss: 0.0311739 | Time: 15259 ms [2022-02-05 02:49:07 main:574] : INFO : Epoch 1602 | loss: 0.0311156 | val_loss: 0.0311773 | Time: 15546 ms [2022-02-05 02:49:23 main:574] : INFO : Epoch 1603 | loss: 0.0311123 | val_loss: 0.0311803 | Time: 15371.1 ms [2022-02-05 02:49:38 main:574] : INFO : Epoch 1604 | loss: 0.031113 | val_loss: 0.0311713 | Time: 14991.5 ms [2022-02-05 02:49:54 main:574] : INFO : Epoch 1605 | loss: 0.0311099 | val_loss: 0.0311805 | Time: 15487.2 ms [2022-02-05 02:50:10 main:574] : INFO : Epoch 1606 | loss: 0.0311084 | val_loss: 0.0311758 | Time: 16425.8 ms [2022-02-05 02:50:29 main:574] : INFO : Epoch 1607 | loss: 0.031106 | val_loss: 0.0311806 | Time: 18443.2 ms [2022-02-05 02:50:47 main:574] : INFO : Epoch 1608 | loss: 0.0311058 | val_loss: 0.0311808 | Time: 18428 ms [2022-02-05 02:51:06 main:574] : INFO : Epoch 1609 | loss: 0.0311059 | val_loss: 0.0311737 | Time: 19209.2 ms [2022-02-05 02:51:25 main:574] : INFO : Epoch 1610 | loss: 0.0311062 | val_loss: 0.0311824 | Time: 18607.3 ms [2022-02-05 02:51:44 main:574] : INFO : Epoch 1611 | loss: 0.0311048 | val_loss: 0.031188 | Time: 18566.1 ms [2022-02-05 02:52:03 main:574] : INFO : Epoch 1612 | loss: 0.0311047 | val_loss: 0.0311808 | Time: 19180.9 ms [2022-02-05 02:52:22 main:574] : INFO : Epoch 1613 | loss: 0.0311049 | val_loss: 0.0311871 | Time: 18501.8 ms [2022-02-05 02:52:41 main:574] : INFO : Epoch 1614 | loss: 0.0310988 | val_loss: 0.0311888 | Time: 18890.8 ms [2022-02-05 02:53:00 main:574] : INFO : Epoch 1615 | loss: 0.0311013 | val_loss: 0.0311819 | Time: 18703.5 ms [2022-02-05 02:53:18 main:574] : INFO : Epoch 1616 | loss: 0.0311035 | val_loss: 0.0311901 | Time: 18286.4 ms [2022-02-05 02:53:37 main:574] : INFO : Epoch 1617 | loss: 0.0311081 | val_loss: 0.0311876 | Time: 19057.3 ms [2022-02-05 02:53:56 main:574] : INFO : Epoch 1618 | loss: 0.0311086 | val_loss: 0.0311848 | Time: 18843.3 ms [2022-02-05 02:54:15 main:574] : INFO : Epoch 1619 | loss: 0.0311051 | val_loss: 0.0311848 | Time: 18457.8 ms [2022-02-05 02:54:35 main:574] : INFO : Epoch 1620 | loss: 0.0311068 | val_loss: 0.0311881 | Time: 20809.3 ms [2022-02-05 02:54:54 main:574] : INFO : Epoch 1621 | loss: 0.0311046 | val_loss: 0.0311926 | Time: 18753.3 ms [2022-02-05 02:55:14 main:574] : INFO : Epoch 1622 | loss: 0.0311008 | val_loss: 0.0311894 | Time: 19118 ms [2022-02-05 02:55:33 main:574] : INFO : Epoch 1623 | loss: 0.0311019 | val_loss: 0.031188 | Time: 19315.4 ms [2022-02-05 02:55:52 main:574] : INFO : Epoch 1624 | loss: 0.0311004 | val_loss: 0.0311907 | Time: 18809.4 ms [2022-02-05 02:56:11 main:574] : INFO : Epoch 1625 | loss: 0.0311002 | val_loss: 0.031192 | Time: 18562.5 ms [2022-02-05 02:56:29 main:574] : INFO : Epoch 1626 | loss: 0.0310995 | val_loss: 0.0311884 | Time: 18387.4 ms [2022-02-05 02:56:49 main:574] : INFO : Epoch 1627 | loss: 0.0310982 | val_loss: 0.0311898 | Time: 19443.8 ms [2022-02-05 02:57:08 main:574] : INFO : Epoch 1628 | loss: 0.0310964 | val_loss: 0.0311922 | Time: 18818.2 ms [2022-02-05 02:57:27 main:574] : INFO : Epoch 1629 | loss: 0.0310953 | val_loss: 0.0311994 | Time: 18993.7 ms [2022-02-05 02:57:45 main:574] : INFO : Epoch 1630 | loss: 0.0310941 | val_loss: 0.0311886 | Time: 18591.9 ms [2022-02-05 02:58:05 main:574] : INFO : Epoch 1631 | loss: 0.0311002 | val_loss: 0.0311968 | Time: 19347.6 ms [2022-02-05 02:58:24 main:574] : INFO : Epoch 1632 | loss: 0.0310996 | val_loss: 0.031187 | Time: 18680.3 ms [2022-02-05 02:58:42 main:574] : INFO : Epoch 1633 | loss: 0.0311049 | val_loss: 0.0311892 | Time: 18720.9 ms [2022-02-05 02:59:01 main:574] : INFO : Epoch 1634 | loss: 0.0311027 | val_loss: 0.0311764 | Time: 18126.8 ms [2022-02-05 02:59:18 main:574] : INFO : Epoch 1635 | loss: 0.0311013 | val_loss: 0.0311896 | Time: 16677.4 ms [2022-02-05 02:59:33 main:574] : INFO : Epoch 1636 | loss: 0.0310984 | val_loss: 0.0311832 | Time: 15074.4 ms [2022-02-05 02:59:48 main:574] : INFO : Epoch 1637 | loss: 0.0310997 | val_loss: 0.031186 | Time: 15464.1 ms [2022-02-05 03:00:04 main:574] : INFO : Epoch 1638 | loss: 0.0311036 | val_loss: 0.0311805 | Time: 15643.5 ms [2022-02-05 03:00:20 main:574] : INFO : Epoch 1639 | loss: 0.0311038 | val_loss: 0.0311859 | Time: 15416.1 ms [2022-02-05 03:00:36 main:574] : INFO : Epoch 1640 | loss: 0.0311047 | val_loss: 0.0311919 | Time: 16701.7 ms [2022-02-05 03:00:52 main:574] : INFO : Epoch 1641 | loss: 0.0311165 | val_loss: 0.0312345 | Time: 15958.7 ms [2022-02-05 03:01:10 main:574] : INFO : Epoch 1642 | loss: 0.0318958 | val_loss: 0.0325138 | Time: 17277.4 ms [2022-02-05 03:01:28 main:574] : INFO : Epoch 1643 | loss: 0.0353608 | val_loss: 0.0318846 | Time: 18627.1 ms [2022-02-05 03:01:47 main:574] : INFO : Epoch 1644 | loss: 0.0316344 | val_loss: 0.0313612 | Time: 18991 ms [2022-02-05 03:02:06 main:574] : INFO : Epoch 1645 | loss: 0.0313117 | val_loss: 0.0312675 | Time: 18599.2 ms [2022-02-05 03:02:25 main:574] : INFO : Epoch 1646 | loss: 0.031261 | val_loss: 0.0312565 | Time: 18708.5 ms [2022-02-05 03:02:43 main:574] : INFO : Epoch 1647 | loss: 0.0312534 | val_loss: 0.0312524 | Time: 18106.3 ms [2022-02-05 03:03:02 main:574] : INFO : Epoch 1648 | loss: 0.0312489 | val_loss: 0.0312464 | Time: 18836.6 ms [2022-02-05 03:03:22 main:574] : INFO : Epoch 1649 | loss: 0.0312452 | val_loss: 0.0312434 | Time: 19413.5 ms [2022-02-05 03:03:52 main:574] : INFO : Epoch 1650 | loss: 0.0312417 | val_loss: 0.0312395 | Time: 29833.6 ms [2022-02-05 03:04:22 main:574] : INFO : Epoch 1651 | loss: 0.0312376 | val_loss: 0.031235 | Time: 29812.4 ms [2022-02-05 03:04:40 main:574] : INFO : Epoch 1652 | loss: 0.0312326 | val_loss: 0.0312288 | Time: 18119.5 ms [2022-02-05 03:04:59 main:574] : INFO : Epoch 1653 | loss: 0.0312269 | val_loss: 0.0312239 | Time: 18590.9 ms [2022-02-05 03:05:17 main:574] : INFO : Epoch 1654 | loss: 0.031222 | val_loss: 0.031218 | Time: 18592 ms [2022-02-05 03:05:36 main:574] : INFO : Epoch 1655 | loss: 0.0312176 | val_loss: 0.0312161 | Time: 18816.8 ms [2022-02-05 03:05:55 main:574] : INFO : Epoch 1656 | loss: 0.0312152 | val_loss: 0.0312107 | Time: 19263.8 ms [2022-02-05 03:06:14 main:574] : INFO : Epoch 1657 | loss: 0.031211 | val_loss: 0.0312091 | Time: 18419.7 ms [2022-02-05 03:06:32 main:574] : INFO : Epoch 1658 | loss: 0.0312083 | val_loss: 0.0312066 | Time: 18231.4 ms [2022-02-05 03:06:50 main:574] : INFO : Epoch 1659 | loss: 0.0312113 | val_loss: 0.0312099 | Time: 17722.2 ms [2022-02-05 03:07:10 main:574] : INFO : Epoch 1660 | loss: 0.031212 | val_loss: 0.0312056 | Time: 19253.5 ms [2022-02-05 03:07:29 main:574] : INFO : Epoch 1661 | loss: 0.0312055 | val_loss: 0.0312018 | Time: 19050.1 ms [2022-02-05 03:07:48 main:574] : INFO : Epoch 1662 | loss: 0.0312021 | val_loss: 0.0311974 | Time: 19064.2 ms [2022-02-05 03:08:10 main:574] : INFO : Epoch 1663 | loss: 0.0311991 | val_loss: 0.0311953 | Time: 21695.9 ms [2022-02-05 03:08:29 main:574] : INFO : Epoch 1664 | loss: 0.0311993 | val_loss: 0.031194 | Time: 18871.2 ms [2022-02-05 03:08:48 main:574] : INFO : Epoch 1665 | loss: 0.0311967 | val_loss: 0.0311944 | Time: 18992.3 ms [2022-02-05 03:09:07 main:574] : INFO : Epoch 1666 | loss: 0.0311958 | val_loss: 0.031192 | Time: 18990.4 ms [2022-02-05 03:09:26 main:574] : INFO : Epoch 1667 | loss: 0.0311938 | val_loss: 0.0311927 | Time: 18694.9 ms [2022-02-05 03:09:45 main:574] : INFO : Epoch 1668 | loss: 0.0311933 | val_loss: 0.0311907 | Time: 19121.8 ms [2022-02-05 03:10:03 main:574] : INFO : Epoch 1669 | loss: 0.031192 | val_loss: 0.0311892 | Time: 17684.6 ms [2022-02-05 03:10:18 main:574] : INFO : Epoch 1670 | loss: 0.0311909 | val_loss: 0.0311871 | Time: 15384.6 ms [2022-02-05 03:10:33 main:574] : INFO : Epoch 1671 | loss: 0.0311895 | val_loss: 0.0311859 | Time: 15312.5 ms [2022-02-05 03:10:49 main:574] : INFO : Epoch 1672 | loss: 0.0311894 | val_loss: 0.031185 | Time: 15804.5 ms [2022-02-05 03:11:06 main:574] : INFO : Epoch 1673 | loss: 0.031188 | val_loss: 0.0311841 | Time: 16722.1 ms [2022-02-05 03:11:22 main:574] : INFO : Epoch 1674 | loss: 0.0311845 | val_loss: 0.0311825 | Time: 15583 ms [2022-02-05 03:11:37 main:574] : INFO : Epoch 1675 | loss: 0.031184 | val_loss: 0.0311819 | Time: 15659.7 ms [2022-02-05 03:11:55 main:574] : INFO : Epoch 1676 | loss: 0.0311843 | val_loss: 0.0311812 | Time: 17069.7 ms [2022-02-05 03:12:13 main:574] : INFO : Epoch 1677 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 18731 ms [2022-02-05 03:12:32 main:574] : INFO : Epoch 1678 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 18813.2 ms [2022-02-05 03:12:51 main:574] : INFO : Epoch 1679 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 18400.9 ms [2022-02-05 03:13:10 main:574] : INFO : Epoch 1680 | loss: 0.0311818 | val_loss: 0.0311832 | Time: 18986.3 ms [2022-02-05 03:13:28 main:574] : INFO : Epoch 1681 | loss: 0.0311814 | val_loss: 0.0311822 | Time: 18534.2 ms [2022-02-05 03:13:47 main:574] : INFO : Epoch 1682 | loss: 0.0311807 | val_loss: 0.0311788 | Time: 17903.8 ms [2022-02-05 03:14:05 main:574] : INFO : Epoch 1683 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 18720.8 ms [2022-02-05 03:14:25 main:574] : INFO : Epoch 1684 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 19232.3 ms [2022-02-05 03:14:44 main:574] : INFO : Epoch 1685 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 18962.7 ms [2022-02-05 03:15:03 main:574] : INFO : Epoch 1686 | loss: 0.0311772 | val_loss: 0.0311787 | Time: 18901.1 ms [2022-02-05 03:15:21 main:574] : INFO : Epoch 1687 | loss: 0.0311763 | val_loss: 0.031179 | Time: 18303.1 ms [2022-02-05 03:15:41 main:574] : INFO : Epoch 1688 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 19369.3 ms [2022-02-05 03:16:00 main:574] : INFO : Epoch 1689 | loss: 0.0311773 | val_loss: 0.0311798 | Time: 19026.8 ms [2022-02-05 03:16:19 main:574] : INFO : Epoch 1690 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 19009.8 ms [2022-02-05 03:16:38 main:574] : INFO : Epoch 1691 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 19161 ms [2022-02-05 03:16:57 main:574] : INFO : Epoch 1692 | loss: 0.0311751 | val_loss: 0.031177 | Time: 18978 ms [2022-02-05 03:17:17 main:574] : INFO : Epoch 1693 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 19464.5 ms [2022-02-05 03:17:36 main:574] : INFO : Epoch 1694 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 18993.2 ms [2022-02-05 03:17:55 main:574] : INFO : Epoch 1695 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 18706.7 ms [2022-02-05 03:18:13 main:574] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 18601.4 ms [2022-02-05 03:18:33 main:574] : INFO : Epoch 1697 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 19332.6 ms [2022-02-05 03:18:51 main:574] : INFO : Epoch 1698 | loss: 0.031174 | val_loss: 0.0311805 | Time: 18155.5 ms [2022-02-05 03:19:11 main:574] : INFO : Epoch 1699 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 19289 ms [2022-02-05 03:19:29 main:574] : INFO : Epoch 1700 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 18819.2 ms [2022-02-05 03:19:48 main:574] : INFO : Epoch 1701 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 18396.3 ms [2022-02-05 03:20:07 main:574] : INFO : Epoch 1702 | loss: 0.0311717 | val_loss: 0.031178 | Time: 18536.7 ms [2022-02-05 03:20:26 main:574] : INFO : Epoch 1703 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 18797.7 ms [2022-02-05 03:20:45 main:574] : INFO : Epoch 1704 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 19273.5 ms [2022-02-05 03:21:01 main:574] : INFO : Epoch 1705 | loss: 0.0311687 | val_loss: 0.031179 | Time: 16341.6 ms [2022-02-05 03:21:16 main:574] : INFO : Epoch 1706 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 14342 ms [2022-02-05 03:21:30 main:574] : INFO : Epoch 1707 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 14367.7 ms [2022-02-05 03:21:49 main:574] : INFO : Epoch 1708 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 18100.8 ms [2022-02-05 03:22:08 main:574] : INFO : Epoch 1709 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 19295.7 ms [2022-02-05 03:22:27 main:574] : INFO : Epoch 1710 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 19084.4 ms [2022-02-05 03:22:47 main:574] : INFO : Epoch 1711 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 19236 ms [2022-02-05 03:23:06 main:574] : INFO : Epoch 1712 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 19067.7 ms [2022-02-05 03:23:25 main:574] : INFO : Epoch 1713 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 19448.6 ms [2022-02-05 03:23:44 main:574] : INFO : Epoch 1714 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 18837.6 ms [2022-02-05 03:24:02 main:574] : INFO : Epoch 1715 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 17938.6 ms [2022-02-05 03:24:21 main:574] : INFO : Epoch 1716 | loss: 0.03117 | val_loss: 0.0311745 | Time: 18421.3 ms [2022-02-05 03:24:40 main:574] : INFO : Epoch 1717 | loss: 0.0311679 | val_loss: 0.031175 | Time: 19616.9 ms [2022-02-05 03:25:00 main:574] : INFO : Epoch 1718 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 19562.2 ms [2022-02-05 03:25:19 main:574] : INFO : Epoch 1719 | loss: 0.0311661 | val_loss: 0.031174 | Time: 18899.9 ms [2022-02-05 03:25:38 main:574] : INFO : Epoch 1720 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 18938.7 ms [2022-02-05 03:25:57 main:574] : INFO : Epoch 1721 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 18878.9 ms [2022-02-05 03:26:16 main:574] : INFO : Epoch 1722 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 18846.3 ms [2022-02-05 03:26:35 main:574] : INFO : Epoch 1723 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 19110.5 ms [2022-02-05 03:26:55 main:574] : INFO : Epoch 1724 | loss: 0.0311656 | val_loss: 0.031174 | Time: 19233.8 ms [2022-02-05 03:27:15 main:574] : INFO : Epoch 1725 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 19959.2 ms [2022-02-05 03:27:33 main:574] : INFO : Epoch 1726 | loss: 0.0311688 | val_loss: 0.0311751 | Time: 18611 ms [2022-02-05 03:27:52 main:574] : INFO : Epoch 1727 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 18722.7 ms [2022-02-05 03:28:11 main:574] : INFO : Epoch 1728 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 19104.1 ms [2022-02-05 03:28:31 main:574] : INFO : Epoch 1729 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 19842.8 ms [2022-02-05 03:28:50 main:574] : INFO : Epoch 1730 | loss: 0.0311684 | val_loss: 0.031175 | Time: 18830.4 ms [2022-02-05 03:29:09 main:574] : INFO : Epoch 1731 | loss: 0.0311676 | val_loss: 0.0311771 | Time: 18662.4 ms [2022-02-05 03:29:28 main:574] : INFO : Epoch 1732 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 18748.7 ms [2022-02-05 03:29:47 main:574] : INFO : Epoch 1733 | loss: 0.031164 | val_loss: 0.0311742 | Time: 19316.9 ms [2022-02-05 03:30:06 main:574] : INFO : Epoch 1734 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 18764.3 ms [2022-02-05 03:30:25 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 18828.5 ms [2022-02-05 03:30:45 main:574] : INFO : Epoch 1736 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 19694.5 ms [2022-02-05 03:31:04 main:574] : INFO : Epoch 1737 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 18806.6 ms [2022-02-05 03:31:22 main:574] : INFO : Epoch 1738 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 18001.8 ms [2022-02-05 03:31:41 main:574] : INFO : Epoch 1739 | loss: 0.0311654 | val_loss: 0.031172 | Time: 18711.3 ms [2022-02-05 03:32:00 main:574] : INFO : Epoch 1740 | loss: 0.031165 | val_loss: 0.0311724 | Time: 19052.8 ms [2022-02-05 03:32:17 main:574] : INFO : Epoch 1741 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 17148.7 ms [2022-02-05 03:32:33 main:574] : INFO : Epoch 1742 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 15680.6 ms [2022-02-05 03:32:49 main:574] : INFO : Epoch 1743 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 15888.1 ms [2022-02-05 03:33:05 main:574] : INFO : Epoch 1744 | loss: 0.0311625 | val_loss: 0.0311708 | Time: 16104.1 ms [2022-02-05 03:33:21 main:574] : INFO : Epoch 1745 | loss: 0.0311623 | val_loss: 0.0311735 | Time: 15586.2 ms [2022-02-05 03:33:36 main:574] : INFO : Epoch 1746 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 15165.9 ms [2022-02-05 03:33:51 main:574] : INFO : Epoch 1747 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 15670.1 ms [2022-02-05 03:34:11 main:574] : INFO : Epoch 1748 | loss: 0.0311603 | val_loss: 0.0311725 | Time: 19784.8 ms [2022-02-05 03:34:36 main:574] : INFO : Epoch 1749 | loss: 0.0311612 | val_loss: 0.031173 | Time: 25034.9 ms [2022-02-05 03:35:02 main:574] : INFO : Epoch 1750 | loss: 0.0311607 | val_loss: 0.031177 | Time: 25030.5 ms [2022-02-05 03:35:27 main:574] : INFO : Epoch 1751 | loss: 0.031161 | val_loss: 0.0311722 | Time: 25192.1 ms [2022-02-05 03:35:51 main:574] : INFO : Epoch 1752 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 24586.8 ms [2022-02-05 03:36:15 main:574] : INFO : Epoch 1753 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 23827.1 ms [2022-02-05 03:36:41 main:574] : INFO : Epoch 1754 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 25641.8 ms [2022-02-05 03:37:09 main:574] : INFO : Epoch 1755 | loss: 0.0311624 | val_loss: 0.0311721 | Time: 27979 ms [2022-02-05 03:37:34 main:574] : INFO : Epoch 1756 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 24422.3 ms [2022-02-05 03:38:00 main:574] : INFO : Epoch 1757 | loss: 0.031169 | val_loss: 0.0311768 | Time: 26671.5 ms [2022-02-05 03:38:25 main:574] : INFO : Epoch 1758 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 24700.7 ms [2022-02-05 03:38:51 main:574] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.0311684 | Time: 25176.1 ms [2022-02-05 03:39:17 main:574] : INFO : Epoch 1760 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 26006.1 ms [2022-02-05 03:39:41 main:574] : INFO : Epoch 1761 | loss: 0.0311627 | val_loss: 0.0311707 | Time: 24561.5 ms [2022-02-05 03:40:07 main:574] : INFO : Epoch 1762 | loss: 0.0311633 | val_loss: 0.0311715 | Time: 25537 ms [2022-02-05 03:40:31 main:574] : INFO : Epoch 1763 | loss: 0.0311635 | val_loss: 0.031169 | Time: 24356.7 ms [2022-02-05 03:40:58 main:574] : INFO : Epoch 1764 | loss: 0.0311647 | val_loss: 0.031175 | Time: 27091 ms [2022-02-05 03:41:24 main:574] : INFO : Epoch 1765 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 24992.6 ms [2022-02-05 03:41:50 main:574] : INFO : Epoch 1766 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 26347.2 ms [2022-02-05 03:42:15 main:574] : INFO : Epoch 1767 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 24751.4 ms [2022-02-05 03:42:40 main:574] : INFO : Epoch 1768 | loss: 0.0311592 | val_loss: 0.031172 | Time: 25236.4 ms [2022-02-05 03:43:15 main:574] : INFO : Epoch 1769 | loss: 0.0311605 | val_loss: 0.0311766 | Time: 34169.8 ms [2022-02-05 03:43:35 main:574] : INFO : Epoch 1770 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 20563.8 ms [2022-02-05 03:43:51 main:574] : INFO : Epoch 1771 | loss: 0.0311597 | val_loss: 0.0311686 | Time: 15388 ms [2022-02-05 03:44:07 main:574] : INFO : Epoch 1772 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 15801.4 ms [2022-02-05 03:44:22 main:574] : INFO : Epoch 1773 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 15485.9 ms [2022-02-05 03:44:38 main:574] : INFO : Epoch 1774 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 15884.6 ms [2022-02-05 03:45:00 main:574] : INFO : Epoch 1775 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 21615.5 ms [2022-02-05 03:45:25 main:574] : INFO : Epoch 1776 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 24707.5 ms [2022-02-05 03:45:51 main:574] : INFO : Epoch 1777 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 26429.2 ms [2022-02-05 03:46:15 main:574] : INFO : Epoch 1778 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 23470 ms [2022-02-05 03:46:39 main:574] : INFO : Epoch 1779 | loss: 0.031162 | val_loss: 0.0311679 | Time: 24245.8 ms [2022-02-05 03:47:05 main:574] : INFO : Epoch 1780 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 25550.5 ms [2022-02-05 03:47:31 main:574] : INFO : Epoch 1781 | loss: 0.0311601 | val_loss: 0.0311671 | Time: 26246.9 ms [2022-02-05 03:47:55 main:574] : INFO : Epoch 1782 | loss: 0.031158 | val_loss: 0.0311683 | Time: 23421.1 ms [2022-02-05 03:48:20 main:574] : INFO : Epoch 1783 | loss: 0.031156 | val_loss: 0.0311691 | Time: 25334.5 ms [2022-02-05 03:48:44 main:574] : INFO : Epoch 1784 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 24233 ms [2022-02-05 03:49:12 main:574] : INFO : Epoch 1785 | loss: 0.0311608 | val_loss: 0.0311654 | Time: 27198.8 ms [2022-02-05 03:49:36 main:574] : INFO : Epoch 1786 | loss: 0.0311589 | val_loss: 0.0311659 | Time: 23847.8 ms [2022-02-05 03:50:02 main:574] : INFO : Epoch 1787 | loss: 0.0311569 | val_loss: 0.031167 | Time: 25953.2 ms [2022-02-05 03:50:26 main:574] : INFO : Epoch 1788 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 23855.2 ms [2022-02-05 03:50:52 main:574] : INFO : Epoch 1789 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 25857.5 ms [2022-02-05 03:51:15 main:574] : INFO : Epoch 1790 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 23679.6 ms [2022-02-05 03:51:41 main:574] : INFO : Epoch 1791 | loss: 0.0311559 | val_loss: 0.0311664 | Time: 25869.1 ms [2022-02-05 03:52:05 main:574] : INFO : Epoch 1792 | loss: 0.0311559 | val_loss: 0.0311713 | Time: 23934.5 ms [2022-02-05 03:52:35 main:574] : INFO : Epoch 1793 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 29905.9 ms [2022-02-05 03:53:02 main:574] : INFO : Epoch 1794 | loss: 0.0311536 | val_loss: 0.0311646 | Time: 26826.6 ms [2022-02-05 03:53:29 main:574] : INFO : Epoch 1795 | loss: 0.0311531 | val_loss: 0.0311675 | Time: 26040.2 ms [2022-02-05 03:53:54 main:574] : INFO : Epoch 1796 | loss: 0.0311525 | val_loss: 0.0311666 | Time: 25479.4 ms [2022-02-05 03:54:19 main:574] : INFO : Epoch 1797 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 25184.2 ms [2022-02-05 03:54:39 main:574] : INFO : Epoch 1798 | loss: 0.0311566 | val_loss: 0.0311682 | Time: 19781 ms [2022-02-05 03:54:55 main:574] : INFO : Epoch 1799 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 16105.6 ms [2022-02-05 03:55:18 main:574] : INFO : Epoch 1800 | loss: 0.0311564 | val_loss: 0.0311683 | Time: 22431.5 ms [2022-02-05 03:55:44 main:574] : INFO : Epoch 1801 | loss: 0.0311574 | val_loss: 0.0311725 | Time: 25937.1 ms [2022-02-05 03:56:10 main:574] : INFO : Epoch 1802 | loss: 0.0311566 | val_loss: 0.0311735 | Time: 25840.4 ms [2022-02-05 03:56:35 main:574] : INFO : Epoch 1803 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 25025.7 ms [2022-02-05 03:57:01 main:574] : INFO : Epoch 1804 | loss: 0.031154 | val_loss: 0.0311696 | Time: 26154.1 ms [2022-02-05 03:57:25 main:574] : INFO : Epoch 1805 | loss: 0.0311525 | val_loss: 0.0311701 | Time: 23607.9 ms [2022-02-05 03:57:52 main:574] : INFO : Epoch 1806 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 26426.3 ms [2022-02-05 03:58:16 main:574] : INFO : Epoch 1807 | loss: 0.031153 | val_loss: 0.0311703 | Time: 24786.6 ms [2022-02-05 03:58:42 main:574] : INFO : Epoch 1808 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 25861.1 ms [2022-02-05 03:59:06 main:574] : INFO : Epoch 1809 | loss: 0.0311517 | val_loss: 0.0311707 | Time: 23493.1 ms [2022-02-05 03:59:33 main:574] : INFO : Epoch 1810 | loss: 0.0311524 | val_loss: 0.0311712 | Time: 26957.4 ms [2022-02-05 03:59:58 main:574] : INFO : Epoch 1811 | loss: 0.0311538 | val_loss: 0.0311751 | Time: 24437.2 ms [2022-02-05 04:00:24 main:574] : INFO : Epoch 1812 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 25965.5 ms [2022-02-05 04:00:49 main:574] : INFO : Epoch 1813 | loss: 0.0311511 | val_loss: 0.0311706 | Time: 25794.2 ms [2022-02-05 04:01:15 main:574] : INFO : Epoch 1814 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 25742.3 ms [2022-02-05 04:01:42 main:574] : INFO : Epoch 1815 | loss: 0.0311541 | val_loss: 0.0311709 | Time: 26474.5 ms [2022-02-05 04:02:06 main:574] : INFO : Epoch 1816 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 24118.3 ms [2022-02-05 04:02:33 main:574] : INFO : Epoch 1817 | loss: 0.0311557 | val_loss: 0.0311735 | Time: 27069.7 ms [2022-02-05 04:02:58 main:574] : INFO : Epoch 1818 | loss: 0.0311544 | val_loss: 0.0311697 | Time: 24311.2 ms [2022-02-05 04:03:24 main:574] : INFO : Epoch 1819 | loss: 0.0311526 | val_loss: 0.0311699 | Time: 26333.6 ms [2022-02-05 04:03:51 main:574] : INFO : Epoch 1820 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 27066.5 ms [2022-02-05 04:04:27 main:574] : INFO : Epoch 1821 | loss: 0.0311523 | val_loss: 0.0311696 | Time: 35550.5 ms [2022-02-05 04:05:14 main:574] : INFO : Epoch 1822 | loss: 0.0311499 | val_loss: 0.03117 | Time: 46796.1 ms [2022-02-05 04:05:30 main:574] : INFO : Epoch 1823 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 15749.5 ms [2022-02-05 04:05:50 main:574] : INFO : Epoch 1824 | loss: 0.031152 | val_loss: 0.0311741 | Time: 20234 ms [2022-02-05 04:06:15 main:574] : INFO : Epoch 1825 | loss: 0.0311603 | val_loss: 0.0311736 | Time: 24569.8 ms [2022-02-05 04:06:40 main:574] : INFO : Epoch 1826 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 25614.2 ms [2022-02-05 04:07:04 main:574] : INFO : Epoch 1827 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 24170.1 ms [2022-02-05 04:07:30 main:574] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 25925 ms [2022-02-05 04:07:55 main:574] : INFO : Epoch 1829 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 24264.4 ms [2022-02-05 04:08:20 main:574] : INFO : Epoch 1830 | loss: 0.0311884 | val_loss: 0.0311822 | Time: 25522.5 ms [2022-02-05 04:08:45 main:574] : INFO : Epoch 1831 | loss: 0.0311833 | val_loss: 0.0311768 | Time: 24324.9 ms [2022-02-05 04:09:12 main:574] : INFO : Epoch 1832 | loss: 0.0311799 | val_loss: 0.0311747 | Time: 27279.7 ms [2022-02-05 04:09:37 main:574] : INFO : Epoch 1833 | loss: 0.0311772 | val_loss: 0.0311758 | Time: 25121.9 ms [2022-02-05 04:10:03 main:574] : INFO : Epoch 1834 | loss: 0.031175 | val_loss: 0.0311702 | Time: 25780.2 ms [2022-02-05 04:10:29 main:574] : INFO : Epoch 1835 | loss: 0.0311716 | val_loss: 0.0311693 | Time: 25128.2 ms [2022-02-05 04:10:55 main:574] : INFO : Epoch 1836 | loss: 0.0311695 | val_loss: 0.0311688 | Time: 26230.1 ms [2022-02-05 04:11:20 main:574] : INFO : Epoch 1837 | loss: 0.0311685 | val_loss: 0.0311684 | Time: 25512.1 ms [2022-02-05 04:11:45 main:574] : INFO : Epoch 1838 | loss: 0.0311681 | val_loss: 0.0311695 | Time: 24148.4 ms [2022-02-05 04:12:09 main:574] : INFO : Epoch 1839 | loss: 0.0311666 | val_loss: 0.0311674 | Time: 24433.2 ms [2022-02-05 04:12:34 main:574] : INFO : Epoch 1840 | loss: 0.031166 | val_loss: 0.0311684 | Time: 24881.8 ms [2022-02-05 04:13:00 main:574] : INFO : Epoch 1841 | loss: 0.0311661 | val_loss: 0.0311682 | Time: 25468.4 ms [2022-02-05 04:13:25 main:574] : INFO : Epoch 1842 | loss: 0.0311657 | val_loss: 0.031168 | Time: 24860.8 ms [2022-02-05 04:13:51 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 26085.7 ms [2022-02-05 04:14:14 main:574] : INFO : Epoch 1844 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 23530.6 ms [2022-02-05 04:14:44 main:574] : INFO : Epoch 1845 | loss: 0.0311671 | val_loss: 0.031167 | Time: 29240.8 ms [2022-02-05 04:15:09 main:574] : INFO : Epoch 1846 | loss: 0.0311659 | val_loss: 0.0311672 | Time: 25649.9 ms [2022-02-05 04:15:35 main:574] : INFO : Epoch 1847 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 25010 ms [2022-02-05 04:15:53 main:574] : INFO : Epoch 1848 | loss: 0.0311672 | val_loss: 0.0311665 | Time: 18284.4 ms [2022-02-05 04:16:10 main:574] : INFO : Epoch 1849 | loss: 0.031163 | val_loss: 0.0311659 | Time: 16557.7 ms [2022-02-05 04:16:33 main:574] : INFO : Epoch 1850 | loss: 0.0311618 | val_loss: 0.031165 | Time: 22891.7 ms [2022-02-05 04:16:58 main:574] : INFO : Epoch 1851 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 25285.8 ms [2022-02-05 04:17:24 main:574] : INFO : Epoch 1852 | loss: 0.0311617 | val_loss: 0.0311657 | Time: 25981.5 ms [2022-02-05 04:17:48 main:574] : INFO : Epoch 1853 | loss: 0.0311606 | val_loss: 0.0311651 | Time: 24417.6 ms [2022-02-05 04:18:14 main:574] : INFO : Epoch 1854 | loss: 0.031162 | val_loss: 0.0311677 | Time: 25489.7 ms [2022-02-05 04:18:40 main:574] : INFO : Epoch 1855 | loss: 0.0311603 | val_loss: 0.0311654 | Time: 25668.4 ms [2022-02-05 04:19:04 main:574] : INFO : Epoch 1856 | loss: 0.03116 | val_loss: 0.0311664 | Time: 24549 ms [2022-02-05 04:19:30 main:574] : INFO : Epoch 1857 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 25346.3 ms [2022-02-05 04:19:55 main:574] : INFO : Epoch 1858 | loss: 0.0311608 | val_loss: 0.031167 | Time: 25238.5 ms [2022-02-05 04:20:21 main:574] : INFO : Epoch 1859 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 25267.3 ms [2022-02-05 04:20:45 main:574] : INFO : Epoch 1860 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 23975.4 ms [2022-02-05 04:21:11 main:574] : INFO : Epoch 1861 | loss: 0.0311577 | val_loss: 0.0311657 | Time: 26154.9 ms [2022-02-05 04:21:35 main:574] : INFO : Epoch 1862 | loss: 0.0311574 | val_loss: 0.0311682 | Time: 24292.9 ms [2022-02-05 04:22:02 main:574] : INFO : Epoch 1863 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 26314.2 ms [2022-02-05 04:22:27 main:574] : INFO : Epoch 1864 | loss: 0.0311587 | val_loss: 0.031165 | Time: 24863.8 ms [2022-02-05 04:22:53 main:574] : INFO : Epoch 1865 | loss: 0.0311578 | val_loss: 0.0311651 | Time: 26534.6 ms [2022-02-05 04:23:19 main:574] : INFO : Epoch 1866 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 25354.5 ms [2022-02-05 04:23:44 main:574] : INFO : Epoch 1867 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 25097.1 ms [2022-02-05 04:24:10 main:574] : INFO : Epoch 1868 | loss: 0.0311568 | val_loss: 0.0311651 | Time: 25438.4 ms [2022-02-05 04:24:35 main:574] : INFO : Epoch 1869 | loss: 0.0311573 | val_loss: 0.0311661 | Time: 24911.7 ms [2022-02-05 04:25:01 main:574] : INFO : Epoch 1870 | loss: 0.0311581 | val_loss: 0.0311651 | Time: 26333.6 ms [2022-02-05 04:25:25 main:574] : INFO : Epoch 1871 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 24264.2 ms [2022-02-05 04:25:53 main:574] : INFO : Epoch 1872 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 27426.9 ms [2022-02-05 04:26:16 main:574] : INFO : Epoch 1873 | loss: 0.031156 | val_loss: 0.0311675 | Time: 22503.7 ms [2022-02-05 04:26:35 main:574] : INFO : Epoch 1874 | loss: 0.031161 | val_loss: 0.031166 | Time: 19045 ms [2022-02-05 04:26:54 main:574] : INFO : Epoch 1875 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 19719.3 ms [2022-02-05 04:27:20 main:574] : INFO : Epoch 1876 | loss: 0.0311553 | val_loss: 0.031163 | Time: 25132.1 ms [2022-02-05 04:27:44 main:574] : INFO : Epoch 1877 | loss: 0.0311548 | val_loss: 0.0311641 | Time: 24726.7 ms [2022-02-05 04:28:11 main:574] : INFO : Epoch 1878 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 26605.9 ms [2022-02-05 04:28:38 main:574] : INFO : Epoch 1879 | loss: 0.0311611 | val_loss: 0.0311645 | Time: 27128.3 ms [2022-02-05 04:29:04 main:574] : INFO : Epoch 1880 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 25360 ms [2022-02-05 04:29:28 main:574] : INFO : Epoch 1881 | loss: 0.0311592 | val_loss: 0.0311637 | Time: 24252.6 ms [2022-02-05 04:29:54 main:574] : INFO : Epoch 1882 | loss: 0.0311586 | val_loss: 0.031164 | Time: 25987.9 ms [2022-02-05 04:30:19 main:574] : INFO : Epoch 1883 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 24965.9 ms [2022-02-05 04:30:44 main:574] : INFO : Epoch 1884 | loss: 0.0311568 | val_loss: 0.031169 | Time: 24769.5 ms [2022-02-05 04:31:12 main:574] : INFO : Epoch 1885 | loss: 0.0311556 | val_loss: 0.0311678 | Time: 27776.6 ms [2022-02-05 04:31:36 main:574] : INFO : Epoch 1886 | loss: 0.0311552 | val_loss: 0.031165 | Time: 24372.7 ms [2022-02-05 04:32:03 main:574] : INFO : Epoch 1887 | loss: 0.0311579 | val_loss: 0.0311632 | Time: 26888.3 ms [2022-02-05 04:32:27 main:574] : INFO : Epoch 1888 | loss: 0.0311575 | val_loss: 0.0311644 | Time: 23651.7 ms [2022-02-05 04:32:53 main:574] : INFO : Epoch 1889 | loss: 0.0311544 | val_loss: 0.0311649 | Time: 25930.3 ms [2022-02-05 04:33:17 main:574] : INFO : Epoch 1890 | loss: 0.0311521 | val_loss: 0.0311649 | Time: 23966.1 ms [2022-02-05 04:33:42 main:574] : INFO : Epoch 1891 | loss: 0.0311525 | val_loss: 0.0311659 | Time: 25031 ms [2022-02-05 04:34:06 main:574] : INFO : Epoch 1892 | loss: 0.031151 | val_loss: 0.0311666 | Time: 23660.4 ms [2022-02-05 04:34:32 main:574] : INFO : Epoch 1893 | loss: 0.031152 | val_loss: 0.0311687 | Time: 26165.8 ms [2022-02-05 04:34:58 main:574] : INFO : Epoch 1894 | loss: 0.0311515 | val_loss: 0.0311686 | Time: 25593.2 ms [2022-02-05 04:35:24 main:574] : INFO : Epoch 1895 | loss: 0.0311512 | val_loss: 0.0311667 | Time: 25622.9 ms [2022-02-05 04:35:47 main:574] : INFO : Epoch 1896 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 22839.7 ms [2022-02-05 04:36:13 main:574] : INFO : Epoch 1897 | loss: 0.0311521 | val_loss: 0.031167 | Time: 25623.8 ms [2022-02-05 04:36:37 main:574] : INFO : Epoch 1898 | loss: 0.0311527 | val_loss: 0.0311678 | Time: 24181.4 ms [2022-02-05 04:36:59 main:574] : INFO : Epoch 1899 | loss: 0.0311508 | val_loss: 0.0311678 | Time: 22199.4 ms [2022-02-05 04:37:15 main:574] : INFO : Epoch 1900 | loss: 0.0311507 | val_loss: 0.0311721 | Time: 15698.8 ms [2022-02-05 04:37:34 main:574] : INFO : Epoch 1901 | loss: 0.0311526 | val_loss: 0.0311685 | Time: 18487.1 ms [2022-02-05 04:37:59 main:574] : INFO : Epoch 1902 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 25264 ms [2022-02-05 04:38:24 main:574] : INFO : Epoch 1903 | loss: 0.0311508 | val_loss: 0.0311684 | Time: 25119.7 ms [2022-02-05 04:38:50 main:574] : INFO : Epoch 1904 | loss: 0.0311489 | val_loss: 0.031166 | Time: 25567.4 ms [2022-02-05 04:39:15 main:574] : INFO : Epoch 1905 | loss: 0.03115 | val_loss: 0.031171 | Time: 24965.3 ms [2022-02-05 04:39:40 main:574] : INFO : Epoch 1906 | loss: 0.031155 | val_loss: 0.0311714 | Time: 25268.3 ms [2022-02-05 04:40:05 main:574] : INFO : Epoch 1907 | loss: 0.0311519 | val_loss: 0.0311663 | Time: 24701.6 ms [2022-02-05 04:40:32 main:574] : INFO : Epoch 1908 | loss: 0.0311525 | val_loss: 0.0311669 | Time: 26595.4 ms [2022-02-05 04:40:58 main:574] : INFO : Epoch 1909 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 25869.5 ms [2022-02-05 04:41:48 main:574] : INFO : Epoch 1910 | loss: 0.0311513 | val_loss: 0.0311715 | Time: 50620.2 ms [2022-02-05 04:42:25 main:574] : INFO : Epoch 1911 | loss: 0.0311475 | val_loss: 0.0311711 | Time: 36613.2 ms [2022-02-05 04:42:50 main:574] : INFO : Epoch 1912 | loss: 0.0311469 | val_loss: 0.0311674 | Time: 24595.2 ms [2022-02-05 04:43:15 main:574] : INFO : Epoch 1913 | loss: 0.0311479 | val_loss: 0.0311674 | Time: 25060 ms [2022-02-05 04:43:40 main:574] : INFO : Epoch 1914 | loss: 0.0311526 | val_loss: 0.031167 | Time: 24647.6 ms [2022-02-05 04:43:59 main:574] : INFO : Epoch 1915 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 19067.1 ms [2022-02-05 04:44:17 main:574] : INFO : Epoch 1916 | loss: 0.0311487 | val_loss: 0.0311677 | Time: 18051.6 ms [2022-02-05 04:44:35 main:574] : INFO : Epoch 1917 | loss: 0.0311493 | val_loss: 0.0311701 | Time: 18159.9 ms [2022-02-05 04:44:54 main:574] : INFO : Epoch 1918 | loss: 0.0311464 | val_loss: 0.0311687 | Time: 18833.5 ms [2022-02-05 04:45:12 main:574] : INFO : Epoch 1919 | loss: 0.031146 | val_loss: 0.031173 | Time: 18101.9 ms [2022-02-05 04:45:31 main:574] : INFO : Epoch 1920 | loss: 0.0311521 | val_loss: 0.0311704 | Time: 18429.7 ms [2022-02-05 04:45:50 main:574] : INFO : Epoch 1921 | loss: 0.0311552 | val_loss: 0.0311669 | Time: 19350.5 ms [2022-02-05 04:46:09 main:574] : INFO : Epoch 1922 | loss: 0.0311531 | val_loss: 0.0311714 | Time: 18699.5 ms [2022-02-05 04:46:30 main:574] : INFO : Epoch 1923 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 20359.5 ms [2022-02-05 04:46:49 main:574] : INFO : Epoch 1924 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 18891.3 ms [2022-02-05 04:47:08 main:574] : INFO : Epoch 1925 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 18806.5 ms [2022-02-05 04:47:26 main:574] : INFO : Epoch 1926 | loss: 0.0311462 | val_loss: 0.0311679 | Time: 18393.7 ms [2022-02-05 04:47:45 main:574] : INFO : Epoch 1927 | loss: 0.0311469 | val_loss: 0.0311655 | Time: 19004.1 ms [2022-02-05 04:48:01 main:574] : INFO : Epoch 1928 | loss: 0.0311458 | val_loss: 0.0311696 | Time: 15436.6 ms [2022-02-05 04:48:16 main:574] : INFO : Epoch 1929 | loss: 0.0311533 | val_loss: 0.03117 | Time: 15099.3 ms [2022-02-05 04:48:34 main:574] : INFO : Epoch 1930 | loss: 0.0311564 | val_loss: 0.0311661 | Time: 18232.8 ms [2022-02-05 04:48:53 main:574] : INFO : Epoch 1931 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 18774.6 ms [2022-02-05 04:49:12 main:574] : INFO : Epoch 1932 | loss: 0.0311519 | val_loss: 0.0311683 | Time: 19038.4 ms [2022-02-05 04:49:31 main:574] : INFO : Epoch 1933 | loss: 0.0311516 | val_loss: 0.0311694 | Time: 18700.3 ms [2022-02-05 04:49:50 main:574] : INFO : Epoch 1934 | loss: 0.0311529 | val_loss: 0.0311655 | Time: 18934.4 ms [2022-02-05 04:50:09 main:574] : INFO : Epoch 1935 | loss: 0.0311477 | val_loss: 0.0311653 | Time: 18959 ms [2022-02-05 04:50:28 main:574] : INFO : Epoch 1936 | loss: 0.0311496 | val_loss: 0.0311699 | Time: 18640.8 ms [2022-02-05 04:50:47 main:574] : INFO : Epoch 1937 | loss: 0.0311505 | val_loss: 0.0311706 | Time: 18404.3 ms [2022-02-05 04:51:06 main:574] : INFO : Epoch 1938 | loss: 0.0311488 | val_loss: 0.0311689 | Time: 18908.8 ms [2022-02-05 04:51:25 main:574] : INFO : Epoch 1939 | loss: 0.0311471 | val_loss: 0.0311716 | Time: 18950 ms [2022-02-05 04:51:43 main:574] : INFO : Epoch 1940 | loss: 0.0311448 | val_loss: 0.0311684 | Time: 18545 ms [2022-02-05 04:52:03 main:574] : INFO : Epoch 1941 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 19738.3 ms [2022-02-05 04:52:27 main:574] : INFO : Epoch 1942 | loss: 0.031147 | val_loss: 0.0311756 | Time: 23334.5 ms [2022-02-05 04:52:46 main:574] : INFO : Epoch 1943 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 18828.6 ms [2022-02-05 04:53:05 main:574] : INFO : Epoch 1944 | loss: 0.0311529 | val_loss: 0.0311679 | Time: 19482.9 ms [2022-02-05 04:53:24 main:574] : INFO : Epoch 1945 | loss: 0.0311501 | val_loss: 0.0311711 | Time: 19033 ms [2022-02-05 04:53:43 main:574] : INFO : Epoch 1946 | loss: 0.0311493 | val_loss: 0.0311732 | Time: 18878.2 ms [2022-02-05 04:54:02 main:574] : INFO : Epoch 1947 | loss: 0.0311484 | val_loss: 0.0311739 | Time: 19001.3 ms [2022-02-05 04:54:21 main:574] : INFO : Epoch 1948 | loss: 0.031145 | val_loss: 0.0311667 | Time: 18829.3 ms [2022-02-05 04:54:42 main:574] : INFO : Epoch 1949 | loss: 0.0311452 | val_loss: 0.0311707 | Time: 20157.1 ms [2022-02-05 04:55:00 main:574] : INFO : Epoch 1950 | loss: 0.0311485 | val_loss: 0.0311721 | Time: 18596.9 ms [2022-02-05 04:55:19 main:574] : INFO : Epoch 1951 | loss: 0.0311506 | val_loss: 0.0311756 | Time: 18578.9 ms [2022-02-05 04:55:37 main:574] : INFO : Epoch 1952 | loss: 0.0311486 | val_loss: 0.0311642 | Time: 17695.5 ms [2022-02-05 04:55:56 main:574] : INFO : Epoch 1953 | loss: 0.0311463 | val_loss: 0.0311695 | Time: 18403 ms [2022-02-05 04:56:15 main:574] : INFO : Epoch 1954 | loss: 0.0311477 | val_loss: 0.0311688 | Time: 18933.2 ms [2022-02-05 04:56:34 main:574] : INFO : Epoch 1955 | loss: 0.031145 | val_loss: 0.0311706 | Time: 18875.3 ms [2022-02-05 04:56:53 main:574] : INFO : Epoch 1956 | loss: 0.0311449 | val_loss: 0.0311656 | Time: 18837.4 ms [2022-02-05 04:57:12 main:574] : INFO : Epoch 1957 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 18818 ms [2022-02-05 04:57:31 main:574] : INFO : Epoch 1958 | loss: 0.031141 | val_loss: 0.0311666 | Time: 18977.2 ms [2022-02-05 04:57:50 main:574] : INFO : Epoch 1959 | loss: 0.0311395 | val_loss: 0.0311692 | Time: 19007.2 ms [2022-02-05 04:58:09 main:574] : INFO : Epoch 1960 | loss: 0.0311418 | val_loss: 0.0311668 | Time: 18789 ms [2022-02-05 04:58:27 main:574] : INFO : Epoch 1961 | loss: 0.0311422 | val_loss: 0.031166 | Time: 18434.3 ms [2022-02-05 04:58:45 main:574] : INFO : Epoch 1962 | loss: 0.0311411 | val_loss: 0.0311709 | Time: 17135.8 ms [2022-02-05 04:59:00 main:574] : INFO : Epoch 1963 | loss: 0.0311399 | val_loss: 0.0311666 | Time: 15631.9 ms [2022-02-05 04:59:16 main:574] : INFO : Epoch 1964 | loss: 0.031145 | val_loss: 0.0311639 | Time: 15499.6 ms [2022-02-05 04:59:35 main:574] : INFO : Epoch 1965 | loss: 0.0311416 | val_loss: 0.0311703 | Time: 18681 ms [2022-02-05 04:59:53 main:574] : INFO : Epoch 1966 | loss: 0.0311475 | val_loss: 0.0311648 | Time: 17853.1 ms [2022-02-05 05:00:11 main:574] : INFO : Epoch 1967 | loss: 0.0311472 | val_loss: 0.0311654 | Time: 18388 ms [2022-02-05 05:00:30 main:574] : INFO : Epoch 1968 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 18809.8 ms [2022-02-05 05:00:49 main:574] : INFO : Epoch 1969 | loss: 0.0311425 | val_loss: 0.0311705 | Time: 18837.7 ms [2022-02-05 05:01:07 main:574] : INFO : Epoch 1970 | loss: 0.0311413 | val_loss: 0.0311682 | Time: 18092 ms [2022-02-05 05:01:26 main:574] : INFO : Epoch 1971 | loss: 0.0311401 | val_loss: 0.0311653 | Time: 18991.6 ms [2022-02-05 05:01:46 main:574] : INFO : Epoch 1972 | loss: 0.0311397 | val_loss: 0.0311669 | Time: 19589.8 ms [2022-02-05 05:02:05 main:574] : INFO : Epoch 1973 | loss: 0.0311388 | val_loss: 0.0311712 | Time: 18679.2 ms [2022-02-05 05:02:23 main:574] : INFO : Epoch 1974 | loss: 0.0311494 | val_loss: 0.0311656 | Time: 18700.7 ms [2022-02-05 05:02:43 main:574] : INFO : Epoch 1975 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 18851.9 ms [2022-02-05 05:03:01 main:574] : INFO : Epoch 1976 | loss: 0.0311508 | val_loss: 0.031165 | Time: 18609.3 ms [2022-02-05 05:03:20 main:574] : INFO : Epoch 1977 | loss: 0.0311496 | val_loss: 0.0311641 | Time: 19031.6 ms [2022-02-05 05:03:39 main:574] : INFO : Epoch 1978 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 18461.5 ms [2022-02-05 05:03:58 main:574] : INFO : Epoch 1979 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 18736.3 ms [2022-02-05 05:04:17 main:574] : INFO : Epoch 1980 | loss: 0.0311479 | val_loss: 0.0311669 | Time: 18893.2 ms [2022-02-05 05:04:36 main:574] : INFO : Epoch 1981 | loss: 0.0311495 | val_loss: 0.0311611 | Time: 18871.5 ms [2022-02-05 05:04:55 main:574] : INFO : Epoch 1982 | loss: 0.0311449 | val_loss: 0.031164 | Time: 18943.6 ms [2022-02-05 05:05:23 main:574] : INFO : Epoch 1983 | loss: 0.0311442 | val_loss: 0.0311641 | Time: 27703.7 ms [2022-02-05 05:05:56 main:574] : INFO : Epoch 1984 | loss: 0.0311435 | val_loss: 0.0311656 | Time: 33343 ms [2022-02-05 05:06:15 main:574] : INFO : Epoch 1985 | loss: 0.03114 | val_loss: 0.0311666 | Time: 18809.5 ms [2022-02-05 05:06:34 main:574] : INFO : Epoch 1986 | loss: 0.031141 | val_loss: 0.0311661 | Time: 18438.7 ms [2022-02-05 05:06:52 main:574] : INFO : Epoch 1987 | loss: 0.0311384 | val_loss: 0.0311679 | Time: 18268.3 ms [2022-02-05 05:07:11 main:574] : INFO : Epoch 1988 | loss: 0.0311396 | val_loss: 0.0311664 | Time: 19050.4 ms [2022-02-05 05:07:30 main:574] : INFO : Epoch 1989 | loss: 0.0311397 | val_loss: 0.0311695 | Time: 18475.3 ms [2022-02-05 05:07:48 main:574] : INFO : Epoch 1990 | loss: 0.0311428 | val_loss: 0.0311689 | Time: 18491.7 ms [2022-02-05 05:08:07 main:574] : INFO : Epoch 1991 | loss: 0.0311424 | val_loss: 0.0311626 | Time: 18873.6 ms [2022-02-05 05:08:26 main:574] : INFO : Epoch 1992 | loss: 0.031146 | val_loss: 0.0311647 | Time: 18877.4 ms [2022-02-05 05:08:45 main:574] : INFO : Epoch 1993 | loss: 0.0311411 | val_loss: 0.0311711 | Time: 19284.9 ms [2022-02-05 05:09:04 main:574] : INFO : Epoch 1994 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 18049.2 ms [2022-02-05 05:09:22 main:574] : INFO : Epoch 1995 | loss: 0.031141 | val_loss: 0.0311677 | Time: 17810.5 ms [2022-02-05 05:09:37 main:574] : INFO : Epoch 1996 | loss: 0.0311414 | val_loss: 0.0311679 | Time: 15184.4 ms [2022-02-05 05:09:52 main:574] : INFO : Epoch 1997 | loss: 0.031141 | val_loss: 0.0311692 | Time: 15606.2 ms [2022-02-05 05:10:10 main:574] : INFO : Epoch 1998 | loss: 0.0311428 | val_loss: 0.0311696 | Time: 17360.3 ms [2022-02-05 05:10:28 main:574] : INFO : Epoch 1999 | loss: 0.0311439 | val_loss: 0.0311746 | Time: 18022.4 ms [2022-02-05 05:10:47 main:574] : INFO : Epoch 2000 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 19110.8 ms [2022-02-05 05:11:07 main:574] : INFO : Epoch 2001 | loss: 0.0311426 | val_loss: 0.0311691 | Time: 20032.5 ms [2022-02-05 05:11:26 main:574] : INFO : Epoch 2002 | loss: 0.0311411 | val_loss: 0.0311678 | Time: 18941.1 ms [2022-02-05 05:11:46 main:574] : INFO : Epoch 2003 | loss: 0.0311408 | val_loss: 0.0311713 | Time: 19375.2 ms [2022-02-05 05:12:05 main:574] : INFO : Epoch 2004 | loss: 0.0311382 | val_loss: 0.0311668 | Time: 18808.8 ms [2022-02-05 05:12:24 main:574] : INFO : Epoch 2005 | loss: 0.0311388 | val_loss: 0.0311711 | Time: 18639.9 ms [2022-02-05 05:12:43 main:574] : INFO : Epoch 2006 | loss: 0.0311381 | val_loss: 0.0311741 | Time: 19122.4 ms [2022-02-05 05:13:02 main:574] : INFO : Epoch 2007 | loss: 0.0311395 | val_loss: 0.0311677 | Time: 19153.2 ms [2022-02-05 05:13:21 main:574] : INFO : Epoch 2008 | loss: 0.0311405 | val_loss: 0.0311695 | Time: 18830.2 ms [2022-02-05 05:13:40 main:574] : INFO : Epoch 2009 | loss: 0.0311414 | val_loss: 0.0311749 | Time: 18684.9 ms [2022-02-05 05:13:59 main:574] : INFO : Epoch 2010 | loss: 0.0311397 | val_loss: 0.0311726 | Time: 18769.9 ms [2022-02-05 05:14:18 main:574] : INFO : Epoch 2011 | loss: 0.031137 | val_loss: 0.0311686 | Time: 18918.8 ms [2022-02-05 05:14:37 main:574] : INFO : Epoch 2012 | loss: 0.0311387 | val_loss: 0.0311679 | Time: 19023.2 ms [2022-02-05 05:14:56 main:574] : INFO : Epoch 2013 | loss: 0.0311401 | val_loss: 0.0311711 | Time: 18979.9 ms [2022-02-05 05:15:15 main:574] : INFO : Epoch 2014 | loss: 0.0311379 | val_loss: 0.031165 | Time: 19292.1 ms [2022-02-05 05:15:33 main:574] : INFO : Epoch 2015 | loss: 0.0311363 | val_loss: 0.0311692 | Time: 18094.7 ms [2022-02-05 05:15:52 main:574] : INFO : Epoch 2016 | loss: 0.0311351 | val_loss: 0.0311626 | Time: 18206.9 ms [2022-02-05 05:16:10 main:574] : INFO : Epoch 2017 | loss: 0.0311365 | val_loss: 0.0311683 | Time: 17960.7 ms [2022-02-05 05:16:28 main:574] : INFO : Epoch 2018 | loss: 0.0311367 | val_loss: 0.0311681 | Time: 18487.7 ms [2022-02-05 05:16:48 main:574] : INFO : Epoch 2019 | loss: 0.0311358 | val_loss: 0.0311718 | Time: 19702.4 ms [2022-02-05 05:17:07 main:574] : INFO : Epoch 2020 | loss: 0.0311345 | val_loss: 0.0311699 | Time: 19216.4 ms [2022-02-05 05:17:26 main:574] : INFO : Epoch 2021 | loss: 0.0311345 | val_loss: 0.0311721 | Time: 18479.5 ms [2022-02-05 05:17:45 main:574] : INFO : Epoch 2022 | loss: 0.0311348 | val_loss: 0.0311689 | Time: 18964.6 ms [2022-02-05 05:18:04 main:574] : INFO : Epoch 2023 | loss: 0.0311348 | val_loss: 0.0311696 | Time: 19012.5 ms [2022-02-05 05:18:23 main:574] : INFO : Epoch 2024 | loss: 0.0311384 | val_loss: 0.0311699 | Time: 18690 ms [2022-02-05 05:18:42 main:574] : INFO : Epoch 2025 | loss: 0.0311402 | val_loss: 0.0311649 | Time: 18859.9 ms [2022-02-05 05:19:01 main:574] : INFO : Epoch 2026 | loss: 0.031142 | val_loss: 0.0311634 | Time: 18359.6 ms [2022-02-05 05:19:19 main:574] : INFO : Epoch 2027 | loss: 0.0311384 | val_loss: 0.0311706 | Time: 18420.3 ms [2022-02-05 05:19:38 main:574] : INFO : Epoch 2028 | loss: 0.0311372 | val_loss: 0.0311658 | Time: 18997.5 ms [2022-02-05 05:19:57 main:574] : INFO : Epoch 2029 | loss: 0.0311365 | val_loss: 0.0311688 | Time: 19095.5 ms [2022-02-05 05:20:13 main:574] : INFO : Epoch 2030 | loss: 0.0311348 | val_loss: 0.0311715 | Time: 15938.6 ms [2022-02-05 05:20:29 main:574] : INFO : Epoch 2031 | loss: 0.0311346 | val_loss: 0.0311702 | Time: 15707.3 ms [2022-02-05 05:20:47 main:574] : INFO : Epoch 2032 | loss: 0.0311353 | val_loss: 0.0311676 | Time: 18074.7 ms [2022-02-05 05:21:06 main:574] : INFO : Epoch 2033 | loss: 0.0311373 | val_loss: 0.0311669 | Time: 18269.1 ms [2022-02-05 05:21:24 main:574] : INFO : Epoch 2034 | loss: 0.0311355 | val_loss: 0.0311713 | Time: 18495 ms [2022-02-05 05:21:43 main:574] : INFO : Epoch 2035 | loss: 0.0311369 | val_loss: 0.0311715 | Time: 18223.8 ms [2022-02-05 05:22:01 main:574] : INFO : Epoch 2036 | loss: 0.0311402 | val_loss: 0.0311728 | Time: 18568.3 ms [2022-02-05 05:22:19 main:574] : INFO : Epoch 2037 | loss: 0.0311393 | val_loss: 0.0311647 | Time: 17641 ms [2022-02-05 05:22:38 main:574] : INFO : Epoch 2038 | loss: 0.0311377 | val_loss: 0.0311649 | Time: 18995.3 ms [2022-02-05 05:22:57 main:574] : INFO : Epoch 2039 | loss: 0.0311418 | val_loss: 0.0311664 | Time: 18814.8 ms [2022-02-05 05:23:16 main:574] : INFO : Epoch 2040 | loss: 0.0311441 | val_loss: 0.0311657 | Time: 18658.8 ms [2022-02-05 05:23:35 main:574] : INFO : Epoch 2041 | loss: 0.0311433 | val_loss: 0.0311659 | Time: 18832.6 ms [2022-02-05 05:23:54 main:574] : INFO : Epoch 2042 | loss: 0.0311413 | val_loss: 0.0311705 | Time: 19230.2 ms [2022-02-05 05:24:13 main:574] : INFO : Epoch 2043 | loss: 0.0311411 | val_loss: 0.0311668 | Time: 18420.6 ms [2022-02-05 05:24:33 main:574] : INFO : Epoch 2044 | loss: 0.0311404 | val_loss: 0.0311657 | Time: 20426.7 ms [2022-02-05 05:24:52 main:574] : INFO : Epoch 2045 | loss: 0.0311453 | val_loss: 0.0311674 | Time: 18725.6 ms [2022-02-05 05:25:10 main:574] : INFO : Epoch 2046 | loss: 0.0311459 | val_loss: 0.0311709 | Time: 17859.1 ms [2022-02-05 05:25:29 main:574] : INFO : Epoch 2047 | loss: 0.0311452 | val_loss: 0.0311657 | Time: 18756.6 ms [2022-02-05 05:25:48 main:574] : INFO : Epoch 2048 | loss: 0.0311401 | val_loss: 0.031168 | Time: 18853.4 ms [2022-02-05 05:25:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031168 [2022-02-05 05:25:48 main:603] : INFO : Saving end state to config to file [2022-02-05 05:25:48 main:608] : INFO : Success, exiting.. 05:25:48 (21812): 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)