Task 12620255
| Name | ParityModified-1645992061-1302-0_2 |
| Workunit | 9373089 |
| Created | 6 Mar 2022, 21:42:24 UTC |
| Sent | 6 Mar 2022, 23:12:27 UTC |
| Report deadline | 14 Mar 2022, 23:12:27 UTC |
| Received | 10 Mar 2022, 2:54:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 22 hours 29 min |
| CPU time | 7 hours 8 min 10 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 | 1.61 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 13417.2 ms [2022-03-09 17:32:50 main:574] : INFO : Epoch 1542 | loss: 0.0311095 | val_loss: 0.0311988 | Time: 13176.5 ms [2022-03-09 17:33:04 main:574] : INFO : Epoch 1543 | loss: 0.0311056 | val_loss: 0.0311859 | Time: 13514.5 ms [2022-03-09 17:33:17 main:574] : INFO : Epoch 1544 | loss: 0.0311098 | val_loss: 0.0312046 | Time: 13190.1 ms [2022-03-09 17:33:30 main:574] : INFO : Epoch 1545 | loss: 0.0311047 | val_loss: 0.0312027 | Time: 13285 ms [2022-03-09 17:33:44 main:574] : INFO : Epoch 1546 | loss: 0.0311061 | val_loss: 0.0311946 | Time: 13663.8 ms [2022-03-09 17:33:57 main:574] : INFO : Epoch 1547 | loss: 0.0311087 | val_loss: 0.0311874 | Time: 13060.1 ms [2022-03-09 17:34:11 main:574] : INFO : Epoch 1548 | loss: 0.0311134 | val_loss: 0.031191 | Time: 13716.2 ms [2022-03-09 17:34:24 main:574] : INFO : Epoch 1549 | loss: 0.0311061 | val_loss: 0.0311953 | Time: 13491.8 ms [2022-03-09 17:34:38 main:574] : INFO : Epoch 1550 | loss: 0.0311039 | val_loss: 0.0311948 | Time: 13364.4 ms [2022-03-09 17:34:51 main:574] : INFO : Epoch 1551 | loss: 0.0311037 | val_loss: 0.0311972 | Time: 13414.4 ms [2022-03-09 17:35:05 main:574] : INFO : Epoch 1552 | loss: 0.0311037 | val_loss: 0.0312049 | Time: 13338.9 ms [2022-03-09 17:35:18 main:574] : INFO : Epoch 1553 | loss: 0.0310979 | val_loss: 0.0311946 | Time: 13182.7 ms [2022-03-09 17:35:32 main:574] : INFO : Epoch 1554 | loss: 0.0311072 | val_loss: 0.0312001 | Time: 13596.8 ms [2022-03-09 17:35:45 main:574] : INFO : Epoch 1555 | loss: 0.0311108 | val_loss: 0.0311981 | Time: 13540.2 ms [2022-03-09 17:35:59 main:574] : INFO : Epoch 1556 | loss: 0.031105 | val_loss: 0.0311901 | Time: 13454.4 ms [2022-03-09 17:36:12 main:574] : INFO : Epoch 1557 | loss: 0.0311022 | val_loss: 0.0311951 | Time: 13545 ms [2022-03-09 17:36:26 main:574] : INFO : Epoch 1558 | loss: 0.0311033 | val_loss: 0.031185 | Time: 13431 ms [2022-03-09 17:36:39 main:574] : INFO : Epoch 1559 | loss: 0.0311081 | val_loss: 0.0311946 | Time: 13486.1 ms [2022-03-09 17:36:53 main:574] : INFO : Epoch 1560 | loss: 0.031121 | val_loss: 0.0311882 | Time: 13682.2 ms [2022-03-09 17:37:07 main:574] : INFO : Epoch 1561 | loss: 0.031106 | val_loss: 0.0311968 | Time: 13459.9 ms [2022-03-09 17:37:20 main:574] : INFO : Epoch 1562 | loss: 0.0311008 | val_loss: 0.0311946 | Time: 13307.2 ms [2022-03-09 17:37:33 main:574] : INFO : Epoch 1563 | loss: 0.0311012 | val_loss: 0.0311933 | Time: 13493 ms [2022-03-09 17:37:47 main:574] : INFO : Epoch 1564 | loss: 0.031105 | val_loss: 0.0311859 | Time: 13422.5 ms [2022-03-09 17:38:01 main:574] : INFO : Epoch 1565 | loss: 0.0311005 | val_loss: 0.031198 | Time: 13599.2 ms [2022-03-09 17:38:14 main:574] : INFO : Epoch 1566 | loss: 0.0310976 | val_loss: 0.0312009 | Time: 13726.6 ms [2022-03-09 17:38:27 main:574] : INFO : Epoch 1567 | loss: 0.0310951 | val_loss: 0.0312001 | Time: 12893.9 ms [2022-03-09 17:38:41 main:574] : INFO : Epoch 1568 | loss: 0.0311014 | val_loss: 0.0312219 | Time: 13380.5 ms [2022-03-09 17:38:54 main:574] : INFO : Epoch 1569 | loss: 0.0311044 | val_loss: 0.0311865 | Time: 13452 ms [2022-03-09 17:39:08 main:574] : INFO : Epoch 1570 | loss: 0.0311065 | val_loss: 0.0311953 | Time: 13542.1 ms [2022-03-09 17:39:23 main:574] : INFO : Epoch 1571 | loss: 0.031104 | val_loss: 0.0311983 | Time: 14714.5 ms [2022-03-09 17:39:36 main:574] : INFO : Epoch 1572 | loss: 0.0311005 | val_loss: 0.0312028 | Time: 13562.6 ms [2022-03-09 17:39:50 main:574] : INFO : Epoch 1573 | loss: 0.0310993 | val_loss: 0.0312058 | Time: 13486.2 ms [2022-03-09 17:40:03 main:574] : INFO : Epoch 1574 | loss: 0.0310994 | val_loss: 0.0311948 | Time: 13441.6 ms [2022-03-09 17:40:17 main:574] : INFO : Epoch 1575 | loss: 0.0311032 | val_loss: 0.0312043 | Time: 13640.9 ms [2022-03-09 17:40:30 main:574] : INFO : Epoch 1576 | loss: 0.0311053 | val_loss: 0.0312047 | Time: 13519.1 ms [2022-03-09 17:40:44 main:574] : INFO : Epoch 1577 | loss: 0.031105 | val_loss: 0.0311944 | Time: 13256.4 ms [2022-03-09 17:40:57 main:574] : INFO : Epoch 1578 | loss: 0.0311092 | val_loss: 0.0311955 | Time: 13429.1 ms [2022-03-09 17:41:10 main:574] : INFO : Epoch 1579 | loss: 0.0311101 | val_loss: 0.0311938 | Time: 13251 ms [2022-03-09 17:41:24 main:574] : INFO : Epoch 1580 | loss: 0.0310996 | val_loss: 0.0311998 | Time: 13477.7 ms [2022-03-09 17:41:37 main:574] : INFO : Epoch 1581 | loss: 0.0310952 | val_loss: 0.0312043 | Time: 13433.5 ms [2022-03-09 17:41:51 main:574] : INFO : Epoch 1582 | loss: 0.031096 | val_loss: 0.0311971 | Time: 13344.1 ms [2022-03-09 17:42:04 main:574] : INFO : Epoch 1583 | loss: 0.0310985 | val_loss: 0.0312034 | Time: 13424.7 ms [2022-03-09 17:42:18 main:574] : INFO : Epoch 1584 | loss: 0.0311005 | val_loss: 0.0312083 | Time: 13424.1 ms [2022-03-09 17:42:31 main:574] : INFO : Epoch 1585 | loss: 0.0311044 | val_loss: 0.0312046 | Time: 13460.8 ms [2022-03-09 17:42:45 main:574] : INFO : Epoch 1586 | loss: 0.0311016 | val_loss: 0.0312107 | Time: 13422 ms [2022-03-09 17:42:58 main:574] : INFO : Epoch 1587 | loss: 0.0311004 | val_loss: 0.0312032 | Time: 13133.6 ms [2022-03-09 17:43:12 main:574] : INFO : Epoch 1588 | loss: 0.0310987 | val_loss: 0.0311985 | Time: 13690.5 ms [2022-03-09 17:43:28 main:574] : INFO : Epoch 1589 | loss: 0.031101 | val_loss: 0.0312003 | Time: 16567.6 ms [2022-03-09 17:43:46 main:574] : INFO : Epoch 1590 | loss: 0.0311001 | val_loss: 0.0312073 | Time: 17448.6 ms [2022-03-09 17:44:04 main:574] : INFO : Epoch 1591 | loss: 0.031104 | val_loss: 0.0311967 | Time: 17665 ms [2022-03-09 17:44:23 main:574] : INFO : Epoch 1592 | loss: 0.0310964 | val_loss: 0.0312078 | Time: 19572.3 ms [2022-03-09 17:44:45 main:574] : INFO : Epoch 1593 | loss: 0.0310953 | val_loss: 0.0312009 | Time: 21316.7 ms [2022-03-09 17:44:59 main:574] : INFO : Epoch 1594 | loss: 0.0311003 | val_loss: 0.0311949 | Time: 14866.8 ms [2022-03-09 17:45:13 main:574] : INFO : Epoch 1595 | loss: 0.0311025 | val_loss: 0.031208 | Time: 13745.2 ms [2022-03-09 17:45:27 main:574] : INFO : Epoch 1596 | loss: 0.0310973 | val_loss: 0.0311951 | Time: 13658.4 ms [2022-03-09 17:45:40 main:574] : INFO : Epoch 1597 | loss: 0.0311 | val_loss: 0.0311985 | Time: 13394.5 ms [2022-03-09 17:45:54 main:574] : INFO : Epoch 1598 | loss: 0.0310949 | val_loss: 0.0311995 | Time: 13559.5 ms [2022-03-09 17:46:08 main:574] : INFO : Epoch 1599 | loss: 0.0310985 | val_loss: 0.0311998 | Time: 13844.4 ms [2022-03-09 17:46:22 main:574] : INFO : Epoch 1600 | loss: 0.0311001 | val_loss: 0.031201 | Time: 13811.1 ms [2022-03-09 17:46:36 main:574] : INFO : Epoch 1601 | loss: 0.0310968 | val_loss: 0.0311962 | Time: 13748.7 ms [2022-03-09 17:46:50 main:574] : INFO : Epoch 1602 | loss: 0.0311029 | val_loss: 0.0311953 | Time: 14058.4 ms [2022-03-09 17:47:04 main:574] : INFO : Epoch 1603 | loss: 0.0311034 | val_loss: 0.0311962 | Time: 14061 ms [2022-03-09 17:47:18 main:574] : INFO : Epoch 1604 | loss: 0.0311007 | val_loss: 0.0312026 | Time: 13664.9 ms [2022-03-09 17:47:31 main:574] : INFO : Epoch 1605 | loss: 0.0310974 | val_loss: 0.0312129 | Time: 13544.5 ms [2022-03-09 17:47:45 main:574] : INFO : Epoch 1606 | loss: 0.0310978 | val_loss: 0.0312014 | Time: 13399.9 ms [2022-03-09 17:47:58 main:574] : INFO : Epoch 1607 | loss: 0.0310948 | val_loss: 0.0312036 | Time: 13211.5 ms [2022-03-09 17:48:11 main:574] : INFO : Epoch 1608 | loss: 0.031096 | val_loss: 0.0311959 | Time: 13613.7 ms [2022-03-09 17:48:25 main:574] : INFO : Epoch 1609 | loss: 0.0310949 | val_loss: 0.0312075 | Time: 13502.2 ms [2022-03-09 17:48:39 main:574] : INFO : Epoch 1610 | loss: 0.031102 | val_loss: 0.0311994 | Time: 13829.2 ms [2022-03-09 17:48:53 main:574] : INFO : Epoch 1611 | loss: 0.0311014 | val_loss: 0.0312051 | Time: 13956.4 ms [2022-03-09 17:49:07 main:574] : INFO : Epoch 1612 | loss: 0.031101 | val_loss: 0.0312158 | Time: 13668.8 ms [2022-03-09 17:49:20 main:574] : INFO : Epoch 1613 | loss: 0.031096 | val_loss: 0.0312043 | Time: 13751 ms [2022-03-09 17:49:34 main:574] : INFO : Epoch 1614 | loss: 0.0310925 | val_loss: 0.0312019 | Time: 13817.1 ms [2022-03-09 17:49:48 main:574] : INFO : Epoch 1615 | loss: 0.0310966 | val_loss: 0.0312065 | Time: 14098.7 ms [2022-03-09 17:50:02 main:574] : INFO : Epoch 1616 | loss: 0.0310942 | val_loss: 0.03119 | Time: 13300 ms [2022-03-09 17:50:15 main:574] : INFO : Epoch 1617 | loss: 0.0310972 | val_loss: 0.0312068 | Time: 13575.9 ms [2022-03-09 17:50:29 main:574] : INFO : Epoch 1618 | loss: 0.0310979 | val_loss: 0.0312087 | Time: 13271.9 ms [2022-03-09 17:50:42 main:574] : INFO : Epoch 1619 | loss: 0.0310973 | val_loss: 0.0312022 | Time: 13639.7 ms [2022-03-09 17:50:59 main:574] : INFO : Epoch 1620 | loss: 0.0310943 | val_loss: 0.031208 | Time: 16738.1 ms [2022-03-09 17:51:13 main:574] : INFO : Epoch 1621 | loss: 0.0310957 | val_loss: 0.031215 | Time: 13797.4 ms [2022-03-09 17:51:26 main:574] : INFO : Epoch 1622 | loss: 0.0311047 | val_loss: 0.0311924 | Time: 13444.1 ms [2022-03-09 17:51:40 main:574] : INFO : Epoch 1623 | loss: 0.031101 | val_loss: 0.0312019 | Time: 13685.5 ms [2022-03-09 17:51:54 main:574] : INFO : Epoch 1624 | loss: 0.0310985 | val_loss: 0.031208 | Time: 13691.6 ms [2022-03-09 17:52:08 main:574] : INFO : Epoch 1625 | loss: 0.0310971 | val_loss: 0.0311957 | Time: 13773 ms [2022-03-09 17:52:22 main:574] : INFO : Epoch 1626 | loss: 0.0310972 | val_loss: 0.0312049 | Time: 13860.5 ms [2022-03-09 17:52:36 main:574] : INFO : Epoch 1627 | loss: 0.0310923 | val_loss: 0.0312054 | Time: 13985.7 ms [2022-03-09 17:52:49 main:574] : INFO : Epoch 1628 | loss: 0.0310879 | val_loss: 0.0312066 | Time: 13287.4 ms [2022-03-09 17:53:03 main:574] : INFO : Epoch 1629 | loss: 0.031091 | val_loss: 0.0312066 | Time: 13525 ms [2022-03-09 17:53:16 main:574] : INFO : Epoch 1630 | loss: 0.031103 | val_loss: 0.0311944 | Time: 13663.4 ms [2022-03-09 17:53:30 main:574] : INFO : Epoch 1631 | loss: 0.031098 | val_loss: 0.0312067 | Time: 13188.3 ms [2022-03-09 17:53:43 main:574] : INFO : Epoch 1632 | loss: 0.0310955 | val_loss: 0.0312021 | Time: 13734.7 ms [2022-03-09 17:53:57 main:574] : INFO : Epoch 1633 | loss: 0.0310916 | val_loss: 0.0312167 | Time: 13914.1 ms [2022-03-09 17:54:11 main:574] : INFO : Epoch 1634 | loss: 0.0310873 | val_loss: 0.0312037 | Time: 13948.2 ms [2022-03-09 17:54:25 main:574] : INFO : Epoch 1635 | loss: 0.0310917 | val_loss: 0.0312003 | Time: 13649.3 ms [2022-03-09 17:54:38 main:574] : INFO : Epoch 1636 | loss: 0.0310994 | val_loss: 0.0312044 | Time: 13348.9 ms [2022-03-09 17:54:52 main:574] : INFO : Epoch 1637 | loss: 0.031092 | val_loss: 0.0312149 | Time: 13604.9 ms [2022-03-09 17:55:06 main:574] : INFO : Epoch 1638 | loss: 0.0310913 | val_loss: 0.0312027 | Time: 13397.6 ms [2022-03-09 17:55:19 main:574] : INFO : Epoch 1639 | loss: 0.0310968 | val_loss: 0.0312027 | Time: 13447.2 ms [2022-03-09 17:55:32 main:574] : INFO : Epoch 1640 | loss: 0.0310933 | val_loss: 0.0312102 | Time: 13325.7 ms [2022-03-09 17:55:46 main:574] : INFO : Epoch 1641 | loss: 0.0310907 | val_loss: 0.0312077 | Time: 13697.3 ms [2022-03-09 17:56:00 main:574] : INFO : Epoch 1642 | loss: 0.0310909 | val_loss: 0.0312073 | Time: 13488.6 ms [2022-03-09 17:56:13 main:574] : INFO : Epoch 1643 | loss: 0.0310977 | val_loss: 0.0312004 | Time: 13777.6 ms [2022-03-09 17:56:27 main:574] : INFO : Epoch 1644 | loss: 0.0311 | val_loss: 0.0311968 | Time: 13322.7 ms [2022-03-09 17:56:40 main:574] : INFO : Epoch 1645 | loss: 0.0310924 | val_loss: 0.0312096 | Time: 13221.3 ms [2022-03-09 17:56:54 main:574] : INFO : Epoch 1646 | loss: 0.0310922 | val_loss: 0.0312146 | Time: 13345.7 ms [2022-03-09 17:57:07 main:574] : INFO : Epoch 1647 | loss: 0.0311062 | val_loss: 0.0312005 | Time: 13311.6 ms [2022-03-09 17:57:20 main:574] : INFO : Epoch 1648 | loss: 0.0310938 | val_loss: 0.0311948 | Time: 13426.6 ms [2022-03-09 17:57:34 main:574] : INFO : Epoch 1649 | loss: 0.0310953 | val_loss: 0.0312243 | Time: 13689.1 ms [2022-03-09 17:57:48 main:574] : INFO : Epoch 1650 | loss: 0.0311226 | val_loss: 0.0311908 | Time: 13582.5 ms [2022-03-09 17:58:01 main:574] : INFO : Epoch 1651 | loss: 0.0311266 | val_loss: 0.0311906 | Time: 13374.9 ms [2022-03-09 17:58:15 main:574] : INFO : Epoch 1652 | loss: 0.0311178 | val_loss: 0.0311873 | Time: 13609.1 ms [2022-03-09 17:58:29 main:574] : INFO : Epoch 1653 | loss: 0.0311017 | val_loss: 0.0311908 | Time: 13719 ms [2022-03-09 17:58:42 main:574] : INFO : Epoch 1654 | loss: 0.0310963 | val_loss: 0.031202 | Time: 13545.5 ms [2022-03-09 17:58:56 main:574] : INFO : Epoch 1655 | loss: 0.0310986 | val_loss: 0.0311989 | Time: 13555.4 ms [2022-03-09 17:59:09 main:574] : INFO : Epoch 1656 | loss: 0.0311011 | val_loss: 0.0312041 | Time: 13606.2 ms [2022-03-09 17:59:23 main:574] : INFO : Epoch 1657 | loss: 0.0310955 | val_loss: 0.0311979 | Time: 13535.2 ms [2022-03-09 17:59:37 main:574] : INFO : Epoch 1658 | loss: 0.0310965 | val_loss: 0.0312277 | Time: 14111 ms [2022-03-09 17:59:51 main:574] : INFO : Epoch 1659 | loss: 0.0310957 | val_loss: 0.0312066 | Time: 13613.3 ms [2022-03-09 18:00:05 main:574] : INFO : Epoch 1660 | loss: 0.0310895 | val_loss: 0.0312142 | Time: 13700.2 ms [2022-03-09 18:00:20 main:574] : INFO : Epoch 1661 | loss: 0.0310881 | val_loss: 0.031208 | Time: 15657.2 ms [2022-03-09 18:00:40 main:574] : INFO : Epoch 1662 | loss: 0.0310906 | val_loss: 0.0312074 | Time: 19541.4 ms [2022-03-09 18:01:00 main:574] : INFO : Epoch 1663 | loss: 0.0310866 | val_loss: 0.0312009 | Time: 20310.2 ms [2022-03-09 18:01:21 main:574] : INFO : Epoch 1664 | loss: 0.0311412 | val_loss: 0.0311874 | Time: 20745.7 ms [2022-03-09 18:01:40 main:574] : INFO : Epoch 1665 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 18819.7 ms [2022-03-09 18:01:59 main:574] : INFO : Epoch 1666 | loss: 0.0311537 | val_loss: 0.0311736 | Time: 19075.5 ms [2022-03-09 18:02:20 main:574] : INFO : Epoch 1667 | loss: 0.0311471 | val_loss: 0.0311739 | Time: 20478.2 ms [2022-03-09 18:02:46 main:574] : INFO : Epoch 1668 | loss: 0.0311411 | val_loss: 0.0311757 | Time: 26827.9 ms [2022-03-09 18:03:07 main:574] : INFO : Epoch 1669 | loss: 0.0311362 | val_loss: 0.0311789 | Time: 20984.8 ms [2022-03-09 18:03:27 main:574] : INFO : Epoch 1670 | loss: 0.0311297 | val_loss: 0.0311831 | Time: 19393 ms [2022-03-09 18:03:54 main:574] : INFO : Epoch 1671 | loss: 0.0311287 | val_loss: 0.0311739 | Time: 26711.8 ms [2022-03-09 18:04:13 main:574] : INFO : Epoch 1672 | loss: 0.0311254 | val_loss: 0.0311804 | Time: 19283.8 ms [2022-03-09 18:04:50 main:574] : INFO : Epoch 1673 | loss: 0.0311171 | val_loss: 0.03118 | Time: 37241.1 ms [2022-03-09 18:05:10 main:574] : INFO : Epoch 1674 | loss: 0.0311171 | val_loss: 0.0311802 | Time: 19661.3 ms [2022-03-09 18:05:36 main:574] : INFO : Epoch 1675 | loss: 0.0311128 | val_loss: 0.0311872 | Time: 25847 ms [2022-03-09 18:05:56 main:574] : INFO : Epoch 1676 | loss: 0.0311049 | val_loss: 0.0311884 | Time: 20023.4 ms [2022-03-09 18:06:13 main:574] : INFO : Epoch 1677 | loss: 0.0310992 | val_loss: 0.0311888 | Time: 17221.3 ms [2022-03-09 18:06:31 main:574] : INFO : Epoch 1678 | loss: 0.0310972 | val_loss: 0.0311919 | Time: 17931.4 ms [2022-03-09 18:06:50 main:574] : INFO : Epoch 1679 | loss: 0.0310971 | val_loss: 0.0311957 | Time: 18697.9 ms [2022-03-09 18:07:08 main:574] : INFO : Epoch 1680 | loss: 0.031099 | val_loss: 0.0311908 | Time: 18231 ms [2022-03-09 18:07:27 main:574] : INFO : Epoch 1681 | loss: 0.0311054 | val_loss: 0.0311954 | Time: 18611.7 ms [2022-03-09 18:07:45 main:574] : INFO : Epoch 1682 | loss: 0.0311049 | val_loss: 0.0311912 | Time: 17591.1 ms [2022-03-09 18:08:02 main:574] : INFO : Epoch 1683 | loss: 0.0310986 | val_loss: 0.0311971 | Time: 16935.4 ms [2022-03-09 18:08:20 main:574] : INFO : Epoch 1684 | loss: 0.0310934 | val_loss: 0.0311938 | Time: 17743.6 ms [2022-03-09 18:08:38 main:574] : INFO : Epoch 1685 | loss: 0.0310889 | val_loss: 0.031205 | Time: 18412.6 ms [2022-03-09 18:08:57 main:574] : INFO : Epoch 1686 | loss: 0.0310933 | val_loss: 0.0311962 | Time: 18357.3 ms [2022-03-09 18:09:16 main:574] : INFO : Epoch 1687 | loss: 0.0310903 | val_loss: 0.0312041 | Time: 19159.2 ms [2022-03-09 18:09:34 main:574] : INFO : Epoch 1688 | loss: 0.0310911 | val_loss: 0.031205 | Time: 18376 ms [2022-03-09 18:09:54 main:574] : INFO : Epoch 1689 | loss: 0.0310863 | val_loss: 0.0312073 | Time: 19040.7 ms [2022-03-09 18:10:11 main:574] : INFO : Epoch 1690 | loss: 0.031089 | val_loss: 0.0312096 | Time: 17542.4 ms [2022-03-09 18:10:29 main:574] : INFO : Epoch 1691 | loss: 0.0310905 | val_loss: 0.0311968 | Time: 17364.7 ms [2022-03-09 18:10:47 main:574] : INFO : Epoch 1692 | loss: 0.0310942 | val_loss: 0.0312076 | Time: 18224.5 ms [2022-03-09 18:11:06 main:574] : INFO : Epoch 1693 | loss: 0.0310943 | val_loss: 0.0311918 | Time: 18646.8 ms [2022-03-09 18:11:23 main:574] : INFO : Epoch 1694 | loss: 0.0310921 | val_loss: 0.0312034 | Time: 17198.3 ms [2022-03-09 18:11:41 main:574] : INFO : Epoch 1695 | loss: 0.0310878 | val_loss: 0.0312029 | Time: 17786.5 ms [2022-03-09 18:11:59 main:574] : INFO : Epoch 1696 | loss: 0.031089 | val_loss: 0.031201 | Time: 18043.7 ms [2022-03-09 18:12:17 main:574] : INFO : Epoch 1697 | loss: 0.0310938 | val_loss: 0.0312113 | Time: 17783.1 ms [2022-03-09 18:12:34 main:574] : INFO : Epoch 1698 | loss: 0.0310951 | val_loss: 0.0312067 | Time: 17091.1 ms [2022-03-09 18:12:51 main:574] : INFO : Epoch 1699 | loss: 0.0310933 | val_loss: 0.0312021 | Time: 17216.3 ms [2022-03-09 18:13:09 main:574] : INFO : Epoch 1700 | loss: 0.0310882 | val_loss: 0.0312005 | Time: 18164.6 ms [2022-03-09 18:13:27 main:574] : INFO : Epoch 1701 | loss: 0.0310899 | val_loss: 0.0311967 | Time: 17274.4 ms [2022-03-09 18:13:44 main:574] : INFO : Epoch 1702 | loss: 0.0310943 | val_loss: 0.0312052 | Time: 17340.7 ms [2022-03-09 18:14:02 main:574] : INFO : Epoch 1703 | loss: 0.0310909 | val_loss: 0.0312118 | Time: 18225.2 ms [2022-03-09 18:14:20 main:574] : INFO : Epoch 1704 | loss: 0.0310907 | val_loss: 0.0312097 | Time: 17866.9 ms [2022-03-09 18:14:37 main:574] : INFO : Epoch 1705 | loss: 0.0310877 | val_loss: 0.0312094 | Time: 17061.4 ms [2022-03-09 18:14:55 main:574] : INFO : Epoch 1706 | loss: 0.0310855 | val_loss: 0.0312214 | Time: 17557.8 ms [2022-03-09 18:15:12 main:574] : INFO : Epoch 1707 | loss: 0.0310842 | val_loss: 0.0312097 | Time: 17286.4 ms [2022-03-09 18:15:30 main:574] : INFO : Epoch 1708 | loss: 0.0310909 | val_loss: 0.0311982 | Time: 18066.5 ms [2022-03-09 18:15:49 main:574] : INFO : Epoch 1709 | loss: 0.0310967 | val_loss: 0.031192 | Time: 18449.2 ms [2022-03-09 18:16:07 main:574] : INFO : Epoch 1710 | loss: 0.0310966 | val_loss: 0.0312088 | Time: 18359 ms [2022-03-09 18:16:25 main:574] : INFO : Epoch 1711 | loss: 0.0310982 | val_loss: 0.0312114 | Time: 17643.9 ms [2022-03-09 18:16:42 main:574] : INFO : Epoch 1712 | loss: 0.0310892 | val_loss: 0.0312073 | Time: 16996.5 ms [2022-03-09 18:17:01 main:574] : INFO : Epoch 1713 | loss: 0.0310891 | val_loss: 0.0311939 | Time: 18590 ms [2022-03-09 18:17:19 main:574] : INFO : Epoch 1714 | loss: 0.0310857 | val_loss: 0.0312027 | Time: 17874.4 ms [2022-03-09 18:17:37 main:574] : INFO : Epoch 1715 | loss: 0.031084 | val_loss: 0.0312051 | Time: 18322.8 ms [2022-03-09 18:17:54 main:574] : INFO : Epoch 1716 | loss: 0.0310901 | val_loss: 0.0312056 | Time: 17043.9 ms [2022-03-09 18:18:11 main:574] : INFO : Epoch 1717 | loss: 0.0310882 | val_loss: 0.0312111 | Time: 17148.8 ms [2022-03-09 18:18:30 main:574] : INFO : Epoch 1718 | loss: 0.0310833 | val_loss: 0.0312126 | Time: 18373.9 ms [2022-03-09 18:18:48 main:574] : INFO : Epoch 1719 | loss: 0.0310826 | val_loss: 0.0312198 | Time: 17875.2 ms [2022-03-09 18:19:05 main:574] : INFO : Epoch 1720 | loss: 0.0310884 | val_loss: 0.0311944 | Time: 17639.9 ms [2022-03-09 18:19:25 main:574] : INFO : Epoch 1721 | loss: 0.0310883 | val_loss: 0.0312121 | Time: 19181.2 ms [2022-03-09 18:19:42 main:574] : INFO : Epoch 1722 | loss: 0.0310855 | val_loss: 0.0312181 | Time: 17162.9 ms [2022-03-09 18:20:00 main:574] : INFO : Epoch 1723 | loss: 0.0310902 | val_loss: 0.0312021 | Time: 17848.5 ms [2022-03-09 18:20:18 main:574] : INFO : Epoch 1724 | loss: 0.031092 | val_loss: 0.0312095 | Time: 17684.4 ms [2022-03-09 18:20:34 main:574] : INFO : Epoch 1725 | loss: 0.0310922 | val_loss: 0.0312115 | Time: 16436.7 ms [2022-03-09 18:20:51 main:574] : INFO : Epoch 1726 | loss: 0.0310828 | val_loss: 0.0312175 | Time: 17177.3 ms [2022-03-09 18:21:09 main:574] : INFO : Epoch 1727 | loss: 0.0310856 | val_loss: 0.0311998 | Time: 18153.8 ms [2022-03-09 18:21:27 main:574] : INFO : Epoch 1728 | loss: 0.0310826 | val_loss: 0.0311994 | Time: 17805.4 ms [2022-03-09 18:21:45 main:574] : INFO : Epoch 1729 | loss: 0.0310812 | val_loss: 0.0312103 | Time: 17660.9 ms [2022-03-09 18:22:02 main:574] : INFO : Epoch 1730 | loss: 0.0310823 | val_loss: 0.0312265 | Time: 16705 ms [2022-03-09 18:22:20 main:574] : INFO : Epoch 1731 | loss: 0.0310839 | val_loss: 0.0312071 | Time: 18191.6 ms [2022-03-09 18:22:38 main:574] : INFO : Epoch 1732 | loss: 0.0310849 | val_loss: 0.031227 | Time: 17784.9 ms [2022-03-09 18:22:58 main:574] : INFO : Epoch 1733 | loss: 0.0310864 | val_loss: 0.0312043 | Time: 20131.2 ms [2022-03-09 18:23:17 main:574] : INFO : Epoch 1734 | loss: 0.0310886 | val_loss: 0.031219 | Time: 18543.7 ms [2022-03-09 18:23:33 main:574] : INFO : Epoch 1735 | loss: 0.0310881 | val_loss: 0.0311993 | Time: 16432.6 ms [2022-03-09 18:23:51 main:574] : INFO : Epoch 1736 | loss: 0.031091 | val_loss: 0.0311984 | Time: 18079.5 ms [2022-03-09 18:24:09 main:574] : INFO : Epoch 1737 | loss: 0.0310841 | val_loss: 0.0312075 | Time: 18101.3 ms [2022-03-09 18:24:27 main:574] : INFO : Epoch 1738 | loss: 0.0310842 | val_loss: 0.0312155 | Time: 17690.8 ms [2022-03-09 18:24:44 main:574] : INFO : Epoch 1739 | loss: 0.0310819 | val_loss: 0.0312103 | Time: 17235 ms [2022-03-09 18:25:01 main:574] : INFO : Epoch 1740 | loss: 0.0310895 | val_loss: 0.0312129 | Time: 16805.5 ms [2022-03-09 18:25:19 main:574] : INFO : Epoch 1741 | loss: 0.0310865 | val_loss: 0.0312033 | Time: 17316.8 ms [2022-03-09 18:25:37 main:574] : INFO : Epoch 1742 | loss: 0.0310812 | val_loss: 0.0312018 | Time: 17937 ms [2022-03-09 18:25:54 main:574] : INFO : Epoch 1743 | loss: 0.0310851 | val_loss: 0.0312174 | Time: 17437.8 ms [2022-03-09 18:26:12 main:574] : INFO : Epoch 1744 | loss: 0.0310833 | val_loss: 0.0312034 | Time: 17354.1 ms [2022-03-09 18:26:30 main:574] : INFO : Epoch 1745 | loss: 0.0310771 | val_loss: 0.0312025 | Time: 18413 ms [2022-03-09 18:26:47 main:574] : INFO : Epoch 1746 | loss: 0.0310796 | val_loss: 0.031223 | Time: 17093.5 ms [2022-03-09 18:27:06 main:574] : INFO : Epoch 1747 | loss: 0.0310841 | val_loss: 0.0312193 | Time: 18334.1 ms [2022-03-09 18:27:24 main:574] : INFO : Epoch 1748 | loss: 0.0310867 | val_loss: 0.0312166 | Time: 17908.4 ms [2022-03-09 18:27:42 main:574] : INFO : Epoch 1749 | loss: 0.0310907 | val_loss: 0.0312014 | Time: 18316.9 ms [2022-03-09 18:27:58 main:574] : INFO : Epoch 1750 | loss: 0.0310863 | val_loss: 0.0312175 | Time: 16404.9 ms [2022-03-09 18:28:16 main:574] : INFO : Epoch 1751 | loss: 0.0310867 | val_loss: 0.031206 | Time: 17404.5 ms [2022-03-09 18:28:32 main:574] : INFO : Epoch 1752 | loss: 0.0310875 | val_loss: 0.0312028 | Time: 16187.4 ms [2022-03-09 18:28:49 main:574] : INFO : Epoch 1753 | loss: 0.0310818 | val_loss: 0.0312216 | Time: 17051.5 ms [2022-03-09 18:29:07 main:574] : INFO : Epoch 1754 | loss: 0.0310785 | val_loss: 0.0312062 | Time: 17494.6 ms [2022-03-09 18:29:23 main:574] : INFO : Epoch 1755 | loss: 0.0310741 | val_loss: 0.0312143 | Time: 16540.5 ms [2022-03-09 18:29:41 main:574] : INFO : Epoch 1756 | loss: 0.0310785 | val_loss: 0.0312121 | Time: 17666.1 ms [2022-03-09 18:29:59 main:574] : INFO : Epoch 1757 | loss: 0.0310905 | val_loss: 0.03121 | Time: 17587.1 ms [2022-03-09 18:30:16 main:574] : INFO : Epoch 1758 | loss: 0.0310885 | val_loss: 0.0312091 | Time: 17125.7 ms [2022-03-09 18:30:33 main:574] : INFO : Epoch 1759 | loss: 0.0310844 | val_loss: 0.0311905 | Time: 17307.8 ms [2022-03-09 18:30:51 main:574] : INFO : Epoch 1760 | loss: 0.0310869 | val_loss: 0.0312287 | Time: 17920.6 ms [2022-03-09 18:31:08 main:574] : INFO : Epoch 1761 | loss: 0.0310829 | val_loss: 0.0312283 | Time: 17057 ms [2022-03-09 18:31:26 main:574] : INFO : Epoch 1762 | loss: 0.0310794 | val_loss: 0.0312085 | Time: 17224.2 ms [2022-03-09 18:31:44 main:574] : INFO : Epoch 1763 | loss: 0.0310757 | val_loss: 0.031209 | Time: 18098.6 ms [2022-03-09 18:32:02 main:574] : INFO : Epoch 1764 | loss: 0.031082 | val_loss: 0.0312028 | Time: 17746.8 ms [2022-03-09 18:32:19 main:574] : INFO : Epoch 1765 | loss: 0.0310945 | val_loss: 0.0312168 | Time: 17115.7 ms [2022-03-09 18:32:36 main:574] : INFO : Epoch 1766 | loss: 0.0310913 | val_loss: 0.0312047 | Time: 17509.7 ms [2022-03-09 18:32:53 main:574] : INFO : Epoch 1767 | loss: 0.0310873 | val_loss: 0.0312043 | Time: 16875.7 ms [2022-03-09 18:33:10 main:574] : INFO : Epoch 1768 | loss: 0.0310851 | val_loss: 0.0312211 | Time: 16702.5 ms [2022-03-09 18:33:27 main:574] : INFO : Epoch 1769 | loss: 0.0310823 | val_loss: 0.0311989 | Time: 17084.5 ms [2022-03-09 18:33:45 main:574] : INFO : Epoch 1770 | loss: 0.031089 | val_loss: 0.0312035 | Time: 17688 ms [2022-03-09 18:34:03 main:574] : INFO : Epoch 1771 | loss: 0.0310844 | val_loss: 0.0312021 | Time: 17674.9 ms [2022-03-09 18:34:19 main:574] : INFO : Epoch 1772 | loss: 0.0310819 | val_loss: 0.0312206 | Time: 16750.9 ms [2022-03-09 18:34:37 main:574] : INFO : Epoch 1773 | loss: 0.0310727 | val_loss: 0.0312242 | Time: 17589.5 ms [2022-03-09 18:34:54 main:574] : INFO : Epoch 1774 | loss: 0.0310756 | val_loss: 0.0312197 | Time: 17007 ms [2022-03-09 18:35:12 main:574] : INFO : Epoch 1775 | loss: 0.0310752 | val_loss: 0.0312157 | Time: 17633.9 ms [2022-03-09 18:35:29 main:574] : INFO : Epoch 1776 | loss: 0.031077 | val_loss: 0.0312206 | Time: 16539.4 ms [2022-03-09 18:35:46 main:574] : INFO : Epoch 1777 | loss: 0.0310811 | val_loss: 0.0312056 | Time: 17807.5 ms [2022-03-09 18:36:03 main:574] : INFO : Epoch 1778 | loss: 0.0310825 | val_loss: 0.0312155 | Time: 16315 ms [2022-03-09 18:36:21 main:574] : INFO : Epoch 1779 | loss: 0.0310809 | val_loss: 0.0312216 | Time: 17550.1 ms [2022-03-09 18:36:39 main:574] : INFO : Epoch 1780 | loss: 0.0310789 | val_loss: 0.0312224 | Time: 17950 ms [2022-03-09 18:36:57 main:574] : INFO : Epoch 1781 | loss: 0.031081 | val_loss: 0.0312152 | Time: 17694.4 ms [2022-03-09 18:37:14 main:574] : INFO : Epoch 1782 | loss: 0.0310859 | val_loss: 0.0312128 | Time: 17090.2 ms [2022-03-09 18:37:32 main:574] : INFO : Epoch 1783 | loss: 0.0310836 | val_loss: 0.0312169 | Time: 18566.5 ms [2022-03-09 18:37:51 main:574] : INFO : Epoch 1784 | loss: 0.0310793 | val_loss: 0.0312084 | Time: 17991.6 ms [2022-03-09 18:38:06 main:574] : INFO : Epoch 1785 | loss: 0.0310862 | val_loss: 0.0312253 | Time: 15669.9 ms [2022-03-09 18:38:23 main:574] : INFO : Epoch 1786 | loss: 0.0310953 | val_loss: 0.0312467 | Time: 16537.8 ms [2022-03-09 18:38:40 main:574] : INFO : Epoch 1787 | loss: 0.0311016 | val_loss: 0.0312728 | Time: 16933.5 ms [2022-03-09 18:38:57 main:574] : INFO : Epoch 1788 | loss: 0.0311057 | val_loss: 0.0312133 | Time: 17198.1 ms [2022-03-09 18:39:17 main:574] : INFO : Epoch 1789 | loss: 0.0311035 | val_loss: 0.0312413 | Time: 19844.3 ms [2022-03-09 18:39:34 main:574] : INFO : Epoch 1790 | loss: 0.0311693 | val_loss: 0.0313167 | Time: 17393.2 ms [2022-03-09 18:39:53 main:574] : INFO : Epoch 1791 | loss: 0.0311205 | val_loss: 0.0312059 | Time: 18274.6 ms [2022-03-09 18:40:11 main:574] : INFO : Epoch 1792 | loss: 0.0310848 | val_loss: 0.0312236 | Time: 18186.9 ms [2022-03-09 18:40:29 main:574] : INFO : Epoch 1793 | loss: 0.0310766 | val_loss: 0.0312253 | Time: 18295.7 ms [2022-03-09 18:40:45 main:574] : INFO : Epoch 1794 | loss: 0.031077 | val_loss: 0.0312357 | Time: 15379.5 ms [2022-03-09 18:41:00 main:574] : INFO : Epoch 1795 | loss: 0.0310742 | val_loss: 0.0312251 | Time: 15696.2 ms [2022-03-09 18:41:17 main:574] : INFO : Epoch 1796 | loss: 0.0310758 | val_loss: 0.0312361 | Time: 16051.3 ms [2022-03-09 18:41:34 main:574] : INFO : Epoch 1797 | loss: 0.0310768 | val_loss: 0.0312048 | Time: 17713.1 ms [2022-03-09 18:41:53 main:574] : INFO : Epoch 1798 | loss: 0.0310824 | val_loss: 0.0312161 | Time: 18392.6 ms [2022-03-09 18:42:11 main:574] : INFO : Epoch 1799 | loss: 0.0310833 | val_loss: 0.031207 | Time: 18514.5 ms [2022-03-09 18:42:31 main:574] : INFO : Epoch 1800 | loss: 0.0310831 | val_loss: 0.0312107 | Time: 18972.5 ms [2022-03-09 18:42:49 main:574] : INFO : Epoch 1801 | loss: 0.0310785 | val_loss: 0.0312258 | Time: 18401.5 ms [2022-03-09 18:43:07 main:574] : INFO : Epoch 1802 | loss: 0.0310766 | val_loss: 0.0312193 | Time: 18161.5 ms [2022-03-09 18:43:26 main:574] : INFO : Epoch 1803 | loss: 0.0310784 | val_loss: 0.0312289 | Time: 18550.5 ms [2022-03-09 18:43:44 main:574] : INFO : Epoch 1804 | loss: 0.0310713 | val_loss: 0.0312126 | Time: 18427.4 ms [2022-03-09 18:44:03 main:574] : INFO : Epoch 1805 | loss: 0.0310728 | val_loss: 0.0312206 | Time: 18573.8 ms [2022-03-09 18:44:22 main:574] : INFO : Epoch 1806 | loss: 0.0310695 | val_loss: 0.0312184 | Time: 19241.2 ms [2022-03-09 18:44:45 main:574] : INFO : Epoch 1807 | loss: 0.0310744 | val_loss: 0.0312117 | Time: 22300.6 ms [2022-03-09 18:45:20 main:574] : INFO : Epoch 1808 | loss: 0.0310787 | val_loss: 0.0312112 | Time: 34934.5 ms [2022-03-09 18:45:44 main:574] : INFO : Epoch 1809 | loss: 0.0310784 | val_loss: 0.0312257 | Time: 24134.9 ms [2022-03-09 18:46:03 main:574] : INFO : Epoch 1810 | loss: 0.0310702 | val_loss: 0.031222 | Time: 19233.7 ms [2022-03-09 18:46:22 main:574] : INFO : Epoch 1811 | loss: 0.0310728 | val_loss: 0.0312218 | Time: 19024.5 ms [2022-03-09 18:46:41 main:574] : INFO : Epoch 1812 | loss: 0.0310646 | val_loss: 0.0312129 | Time: 19259.5 ms [2022-03-09 18:47:00 main:574] : INFO : Epoch 1813 | loss: 0.0310752 | val_loss: 0.0312283 | Time: 18788.7 ms [2022-03-09 18:47:20 main:574] : INFO : Epoch 1814 | loss: 0.031075 | val_loss: 0.0312083 | Time: 19217 ms [2022-03-09 18:47:44 main:574] : INFO : Epoch 1815 | loss: 0.0310767 | val_loss: 0.0312094 | Time: 23951.9 ms [2022-03-09 18:48:04 main:574] : INFO : Epoch 1816 | loss: 0.0310802 | val_loss: 0.0312078 | Time: 19908.7 ms [2022-03-09 18:48:23 main:574] : INFO : Epoch 1817 | loss: 0.0310857 | val_loss: 0.0311995 | Time: 19452.8 ms [2022-03-09 18:48:41 main:574] : INFO : Epoch 1818 | loss: 0.0311109 | val_loss: 0.0312168 | Time: 18380.8 ms [2022-03-09 18:49:00 main:574] : INFO : Epoch 1819 | loss: 0.0310988 | val_loss: 0.0312055 | Time: 18280.5 ms [2022-03-09 18:49:18 main:574] : INFO : Epoch 1820 | loss: 0.0310818 | val_loss: 0.0312246 | Time: 18556.3 ms [2022-03-09 18:49:44 main:574] : INFO : Epoch 1821 | loss: 0.0310729 | val_loss: 0.0312151 | Time: 25708.8 ms [2022-03-09 18:50:03 main:574] : INFO : Epoch 1822 | loss: 0.0310765 | val_loss: 0.0312224 | Time: 19101.2 ms [2022-03-09 18:50:22 main:574] : INFO : Epoch 1823 | loss: 0.0310747 | val_loss: 0.0312244 | Time: 18616.7 ms [2022-03-09 18:50:41 main:574] : INFO : Epoch 1824 | loss: 0.0310716 | val_loss: 0.0312082 | Time: 18707.4 ms [2022-03-09 18:50:59 main:574] : INFO : Epoch 1825 | loss: 0.0310721 | val_loss: 0.0312213 | Time: 18285.7 ms [2022-03-09 18:51:17 main:574] : INFO : Epoch 1826 | loss: 0.0310702 | val_loss: 0.0312205 | Time: 18265.2 ms [2022-03-09 18:51:36 main:574] : INFO : Epoch 1827 | loss: 0.0310647 | val_loss: 0.0312256 | Time: 18308.9 ms [2022-03-09 18:51:54 main:574] : INFO : Epoch 1828 | loss: 0.0310699 | val_loss: 0.0312024 | Time: 18411 ms [2022-03-09 18:52:13 main:574] : INFO : Epoch 1829 | loss: 0.0310783 | val_loss: 0.0312127 | Time: 19274.8 ms [2022-03-09 18:52:33 main:574] : INFO : Epoch 1830 | loss: 0.0310715 | val_loss: 0.0312021 | Time: 19068.7 ms [2022-03-09 18:52:51 main:574] : INFO : Epoch 1831 | loss: 0.031074 | val_loss: 0.0312213 | Time: 18470.8 ms [2022-03-09 18:53:10 main:574] : INFO : Epoch 1832 | loss: 0.031074 | val_loss: 0.031228 | Time: 18652.4 ms [2022-03-09 18:53:28 main:574] : INFO : Epoch 1833 | loss: 0.0310745 | val_loss: 0.0312136 | Time: 18560.8 ms [2022-03-09 18:53:47 main:574] : INFO : Epoch 1834 | loss: 0.0310767 | val_loss: 0.031226 | Time: 18236.2 ms [2022-03-09 18:54:06 main:574] : INFO : Epoch 1835 | loss: 0.0310756 | val_loss: 0.0312063 | Time: 19002.5 ms [2022-03-09 18:54:25 main:574] : INFO : Epoch 1836 | loss: 0.0310901 | val_loss: 0.0312029 | Time: 19453.9 ms [2022-03-09 18:54:44 main:574] : INFO : Epoch 1837 | loss: 0.0310834 | val_loss: 0.0312134 | Time: 18862.4 ms [2022-03-09 18:55:04 main:574] : INFO : Epoch 1838 | loss: 0.0310818 | val_loss: 0.0312038 | Time: 19413.7 ms [2022-03-09 18:55:22 main:574] : INFO : Epoch 1839 | loss: 0.03108 | val_loss: 0.0312156 | Time: 18604.1 ms [2022-03-09 18:55:41 main:574] : INFO : Epoch 1840 | loss: 0.0310751 | val_loss: 0.0312213 | Time: 18879.3 ms [2022-03-09 18:56:00 main:574] : INFO : Epoch 1841 | loss: 0.0310717 | val_loss: 0.0312146 | Time: 18933.1 ms [2022-03-09 18:56:19 main:574] : INFO : Epoch 1842 | loss: 0.031066 | val_loss: 0.0312283 | Time: 18727.5 ms [2022-03-09 18:56:38 main:574] : INFO : Epoch 1843 | loss: 0.0310691 | val_loss: 0.0312331 | Time: 18383.3 ms [2022-03-09 18:56:57 main:574] : INFO : Epoch 1844 | loss: 0.0310718 | val_loss: 0.0312213 | Time: 19809.4 ms [2022-03-09 18:57:16 main:574] : INFO : Epoch 1845 | loss: 0.0310712 | val_loss: 0.0312115 | Time: 18558.4 ms [2022-03-09 18:57:35 main:574] : INFO : Epoch 1846 | loss: 0.0310676 | val_loss: 0.0312304 | Time: 18842.2 ms [2022-03-09 18:57:54 main:574] : INFO : Epoch 1847 | loss: 0.0310665 | val_loss: 0.0312177 | Time: 19064.7 ms [2022-03-09 18:58:13 main:574] : INFO : Epoch 1848 | loss: 0.0310696 | val_loss: 0.031213 | Time: 18765 ms [2022-03-09 18:58:32 main:574] : INFO : Epoch 1849 | loss: 0.0310667 | val_loss: 0.0312156 | Time: 18946.5 ms [2022-03-09 18:58:51 main:574] : INFO : Epoch 1850 | loss: 0.0310623 | val_loss: 0.0312181 | Time: 18658.2 ms [2022-03-09 18:59:09 main:574] : INFO : Epoch 1851 | loss: 0.0310732 | val_loss: 0.0312297 | Time: 18804.4 ms [2022-03-09 18:59:28 main:574] : INFO : Epoch 1852 | loss: 0.0310766 | val_loss: 0.0312113 | Time: 18435 ms [2022-03-09 18:59:47 main:574] : INFO : Epoch 1853 | loss: 0.0310704 | val_loss: 0.031215 | Time: 19046.3 ms [2022-03-09 19:00:05 main:574] : INFO : Epoch 1854 | loss: 0.0310664 | val_loss: 0.0312278 | Time: 18378 ms [2022-03-09 19:00:25 main:574] : INFO : Epoch 1855 | loss: 0.0310698 | val_loss: 0.0312082 | Time: 19249.6 ms [2022-03-09 19:00:44 main:574] : INFO : Epoch 1856 | loss: 0.0310751 | val_loss: 0.0312347 | Time: 19519.3 ms [2022-03-09 19:01:03 main:574] : INFO : Epoch 1857 | loss: 0.0310753 | val_loss: 0.0311988 | Time: 18768.3 ms [2022-03-09 19:01:23 main:574] : INFO : Epoch 1858 | loss: 0.0310701 | val_loss: 0.0312287 | Time: 19326.5 ms [2022-03-09 19:01:41 main:574] : INFO : Epoch 1859 | loss: 0.0310709 | val_loss: 0.0312376 | Time: 18890.7 ms [2022-03-09 19:02:00 main:574] : INFO : Epoch 1860 | loss: 0.0310695 | val_loss: 0.0312174 | Time: 18329.2 ms [2022-03-09 19:02:19 main:574] : INFO : Epoch 1861 | loss: 0.0310735 | val_loss: 0.0312408 | Time: 18636.4 ms [2022-03-09 19:02:37 main:574] : INFO : Epoch 1862 | loss: 0.031069 | val_loss: 0.0312205 | Time: 18090.1 ms [2022-03-09 19:02:55 main:574] : INFO : Epoch 1863 | loss: 0.0310726 | val_loss: 0.0312418 | Time: 18665.3 ms [2022-03-09 19:03:15 main:574] : INFO : Epoch 1864 | loss: 0.0310692 | val_loss: 0.0312194 | Time: 19441.3 ms [2022-03-09 19:03:34 main:574] : INFO : Epoch 1865 | loss: 0.0310644 | val_loss: 0.0312417 | Time: 19310 ms [2022-03-09 19:03:54 main:574] : INFO : Epoch 1866 | loss: 0.0310625 | val_loss: 0.0312266 | Time: 19233.9 ms [2022-03-09 19:04:12 main:574] : INFO : Epoch 1867 | loss: 0.0310667 | val_loss: 0.0312262 | Time: 18540.1 ms [2022-03-09 19:04:31 main:574] : INFO : Epoch 1868 | loss: 0.0310735 | val_loss: 0.0311921 | Time: 18260.7 ms [2022-03-09 19:04:49 main:574] : INFO : Epoch 1869 | loss: 0.0310937 | val_loss: 0.0312067 | Time: 18297.5 ms [2022-03-09 19:05:08 main:574] : INFO : Epoch 1870 | loss: 0.0310887 | val_loss: 0.0312158 | Time: 18841.6 ms [2022-03-09 19:05:27 main:574] : INFO : Epoch 1871 | loss: 0.0310741 | val_loss: 0.0312204 | Time: 19466.3 ms [2022-03-09 19:05:45 main:574] : INFO : Epoch 1872 | loss: 0.0310728 | val_loss: 0.0312182 | Time: 18004.7 ms [2022-03-09 19:06:05 main:574] : INFO : Epoch 1873 | loss: 0.0310751 | val_loss: 0.0312278 | Time: 19131.7 ms [2022-03-09 19:06:22 main:574] : INFO : Epoch 1874 | loss: 0.0310714 | val_loss: 0.0312096 | Time: 17484.3 ms [2022-03-09 19:06:41 main:574] : INFO : Epoch 1875 | loss: 0.0310764 | val_loss: 0.0312331 | Time: 18887 ms [2022-03-09 19:07:00 main:574] : INFO : Epoch 1876 | loss: 0.0310689 | val_loss: 0.0312155 | Time: 18516 ms [2022-03-09 19:07:19 main:574] : INFO : Epoch 1877 | loss: 0.0310663 | val_loss: 0.0312253 | Time: 19325.9 ms [2022-03-09 19:07:38 main:574] : INFO : Epoch 1878 | loss: 0.0310709 | val_loss: 0.0312233 | Time: 19264.5 ms [2022-03-09 19:07:57 main:574] : INFO : Epoch 1879 | loss: 0.0310754 | val_loss: 0.031223 | Time: 18675.8 ms [2022-03-09 19:08:16 main:574] : INFO : Epoch 1880 | loss: 0.0310706 | val_loss: 0.0312424 | Time: 18572.4 ms [2022-03-09 19:08:35 main:574] : INFO : Epoch 1881 | loss: 0.0310689 | val_loss: 0.0312388 | Time: 19290.3 ms [2022-03-09 19:08:54 main:574] : INFO : Epoch 1882 | loss: 0.0310636 | val_loss: 0.0312361 | Time: 18596.1 ms [2022-03-09 19:09:12 main:574] : INFO : Epoch 1883 | loss: 0.0310695 | val_loss: 0.0312286 | Time: 18234 ms [2022-03-09 19:09:32 main:574] : INFO : Epoch 1884 | loss: 0.0310637 | val_loss: 0.031229 | Time: 20141.9 ms [2022-03-09 19:09:51 main:574] : INFO : Epoch 1885 | loss: 0.0310595 | val_loss: 0.0312553 | Time: 18843.1 ms [2022-03-09 19:10:10 main:574] : INFO : Epoch 1886 | loss: 0.0310648 | val_loss: 0.0312253 | Time: 18626.2 ms [2022-03-09 19:10:29 main:574] : INFO : Epoch 1887 | loss: 0.0310741 | val_loss: 0.0312125 | Time: 18909.8 ms [2022-03-09 19:10:47 main:574] : INFO : Epoch 1888 | loss: 0.031076 | val_loss: 0.0312097 | Time: 18495.3 ms [2022-03-09 19:11:06 main:574] : INFO : Epoch 1889 | loss: 0.031078 | val_loss: 0.0312401 | Time: 18808.4 ms [2022-03-09 19:11:25 main:574] : INFO : Epoch 1890 | loss: 0.0310725 | val_loss: 0.0312173 | Time: 19111.2 ms [2022-03-09 19:11:45 main:574] : INFO : Epoch 1891 | loss: 0.031066 | val_loss: 0.0312151 | Time: 19553.1 ms [2022-03-09 19:12:04 main:574] : INFO : Epoch 1892 | loss: 0.0310672 | val_loss: 0.0312131 | Time: 19418.6 ms [2022-03-09 19:12:23 main:574] : INFO : Epoch 1893 | loss: 0.0310703 | val_loss: 0.0312278 | Time: 18890.7 ms [2022-03-09 19:12:42 main:574] : INFO : Epoch 1894 | loss: 0.031062 | val_loss: 0.0312251 | Time: 18837.2 ms [2022-03-09 19:13:01 main:574] : INFO : Epoch 1895 | loss: 0.031208 | val_loss: 0.0312111 | Time: 18912.1 ms [2022-03-09 19:13:20 main:574] : INFO : Epoch 1896 | loss: 0.0312037 | val_loss: 0.0311943 | Time: 18488.4 ms [2022-03-09 19:13:38 main:574] : INFO : Epoch 1897 | loss: 0.0311932 | val_loss: 0.0311902 | Time: 17762.8 ms [2022-03-09 19:13:56 main:574] : INFO : Epoch 1898 | loss: 0.0311859 | val_loss: 0.0311821 | Time: 18608.9 ms [2022-03-09 19:14:15 main:574] : INFO : Epoch 1899 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 19062.5 ms [2022-03-09 19:14:34 main:574] : INFO : Epoch 1900 | loss: 0.0311796 | val_loss: 0.0311879 | Time: 18898.2 ms [2022-03-09 19:14:53 main:574] : INFO : Epoch 1901 | loss: 0.031177 | val_loss: 0.0311771 | Time: 18829.1 ms [2022-03-09 19:15:16 main:574] : INFO : Epoch 1902 | loss: 0.0311749 | val_loss: 0.031181 | Time: 23096.2 ms [2022-03-09 19:15:35 main:574] : INFO : Epoch 1903 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 18872.6 ms [2022-03-09 19:15:55 main:574] : INFO : Epoch 1904 | loss: 0.0311676 | val_loss: 0.031176 | Time: 19293.8 ms [2022-03-09 19:16:14 main:574] : INFO : Epoch 1905 | loss: 0.0311651 | val_loss: 0.031177 | Time: 19055.9 ms [2022-03-09 19:16:33 main:574] : INFO : Epoch 1906 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 18906.4 ms [2022-03-09 19:16:51 main:574] : INFO : Epoch 1907 | loss: 0.0311624 | val_loss: 0.0311754 | Time: 18316 ms [2022-03-09 19:17:10 main:574] : INFO : Epoch 1908 | loss: 0.0311622 | val_loss: 0.031177 | Time: 18545 ms [2022-03-09 19:17:29 main:574] : INFO : Epoch 1909 | loss: 0.0311602 | val_loss: 0.0311759 | Time: 18725.9 ms [2022-03-09 19:17:48 main:574] : INFO : Epoch 1910 | loss: 0.031158 | val_loss: 0.031178 | Time: 19028.4 ms [2022-03-09 19:18:06 main:574] : INFO : Epoch 1911 | loss: 0.0311574 | val_loss: 0.031182 | Time: 18582.6 ms [2022-03-09 19:18:25 main:574] : INFO : Epoch 1912 | loss: 0.031157 | val_loss: 0.031179 | Time: 19025.2 ms [2022-03-09 19:18:45 main:574] : INFO : Epoch 1913 | loss: 0.0311568 | val_loss: 0.031181 | Time: 19372.5 ms [2022-03-09 19:19:04 main:574] : INFO : Epoch 1914 | loss: 0.0311583 | val_loss: 0.0311815 | Time: 18600.2 ms [2022-03-09 19:19:22 main:574] : INFO : Epoch 1915 | loss: 0.0311538 | val_loss: 0.0311786 | Time: 18787.2 ms [2022-03-09 19:19:41 main:574] : INFO : Epoch 1916 | loss: 0.0311545 | val_loss: 0.0311766 | Time: 18562.3 ms [2022-03-09 19:19:59 main:574] : INFO : Epoch 1917 | loss: 0.0311536 | val_loss: 0.0311808 | Time: 17859.1 ms [2022-03-09 19:20:17 main:574] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.0311801 | Time: 18145.8 ms [2022-03-09 19:20:36 main:574] : INFO : Epoch 1919 | loss: 0.0311519 | val_loss: 0.0311797 | Time: 18700.9 ms [2022-03-09 19:20:55 main:574] : INFO : Epoch 1920 | loss: 0.0311512 | val_loss: 0.0311879 | Time: 18973.3 ms [2022-03-09 19:21:13 main:574] : INFO : Epoch 1921 | loss: 0.0311549 | val_loss: 0.0311847 | Time: 18441 ms [2022-03-09 19:21:32 main:574] : INFO : Epoch 1922 | loss: 0.0311585 | val_loss: 0.0311804 | Time: 18518 ms [2022-03-09 19:21:51 main:574] : INFO : Epoch 1923 | loss: 0.0311612 | val_loss: 0.0311867 | Time: 18976.6 ms [2022-03-09 19:22:10 main:574] : INFO : Epoch 1924 | loss: 0.0311596 | val_loss: 0.0311883 | Time: 18658.2 ms [2022-03-09 19:22:29 main:574] : INFO : Epoch 1925 | loss: 0.0311504 | val_loss: 0.0311881 | Time: 19561.8 ms [2022-03-09 19:22:48 main:574] : INFO : Epoch 1926 | loss: 0.0311496 | val_loss: 0.0311787 | Time: 18728.2 ms [2022-03-09 19:23:07 main:574] : INFO : Epoch 1927 | loss: 0.0311478 | val_loss: 0.0311782 | Time: 18818.7 ms [2022-03-09 19:23:26 main:574] : INFO : Epoch 1928 | loss: 0.0311449 | val_loss: 0.0311788 | Time: 18983 ms [2022-03-09 19:23:45 main:574] : INFO : Epoch 1929 | loss: 0.0311449 | val_loss: 0.0311816 | Time: 18738.6 ms [2022-03-09 19:24:04 main:574] : INFO : Epoch 1930 | loss: 0.031143 | val_loss: 0.0311796 | Time: 18843.8 ms [2022-03-09 19:24:23 main:574] : INFO : Epoch 1931 | loss: 0.0311418 | val_loss: 0.0311795 | Time: 19184.1 ms [2022-03-09 19:24:42 main:574] : INFO : Epoch 1932 | loss: 0.0311404 | val_loss: 0.0311858 | Time: 18820.9 ms [2022-03-09 19:25:01 main:574] : INFO : Epoch 1933 | loss: 0.0311441 | val_loss: 0.0311795 | Time: 18667.8 ms [2022-03-09 19:25:19 main:574] : INFO : Epoch 1934 | loss: 0.031144 | val_loss: 0.0311753 | Time: 18632.6 ms [2022-03-09 19:25:37 main:574] : INFO : Epoch 1935 | loss: 0.0311414 | val_loss: 0.0311798 | Time: 17679.8 ms [2022-03-09 19:25:56 main:574] : INFO : Epoch 1936 | loss: 0.0311417 | val_loss: 0.0311805 | Time: 19220.3 ms [2022-03-09 19:26:15 main:574] : INFO : Epoch 1937 | loss: 0.0311458 | val_loss: 0.0311821 | Time: 18262.7 ms [2022-03-09 19:26:33 main:574] : INFO : Epoch 1938 | loss: 0.0311432 | val_loss: 0.0311808 | Time: 18611.3 ms [2022-03-09 19:26:52 main:574] : INFO : Epoch 1939 | loss: 0.0311418 | val_loss: 0.0311805 | Time: 18448.2 ms [2022-03-09 19:27:10 main:574] : INFO : Epoch 1940 | loss: 0.031139 | val_loss: 0.0311839 | Time: 18502.3 ms [2022-03-09 19:27:30 main:574] : INFO : Epoch 1941 | loss: 0.0311365 | val_loss: 0.0311825 | Time: 19119.9 ms [2022-03-09 19:27:48 main:574] : INFO : Epoch 1942 | loss: 0.0311379 | val_loss: 0.0311862 | Time: 18713 ms [2022-03-09 19:28:07 main:574] : INFO : Epoch 1943 | loss: 0.0311407 | val_loss: 0.0311772 | Time: 18783.9 ms [2022-03-09 19:28:26 main:574] : INFO : Epoch 1944 | loss: 0.0311386 | val_loss: 0.0311815 | Time: 19159.2 ms [2022-03-09 19:28:46 main:574] : INFO : Epoch 1945 | loss: 0.0311367 | val_loss: 0.0311808 | Time: 19216.5 ms [2022-03-09 19:29:04 main:574] : INFO : Epoch 1946 | loss: 0.0311387 | val_loss: 0.0311799 | Time: 18565.6 ms [2022-03-09 19:29:24 main:574] : INFO : Epoch 1947 | loss: 0.0311423 | val_loss: 0.0311843 | Time: 19554.4 ms [2022-03-09 19:29:43 main:574] : INFO : Epoch 1948 | loss: 0.0311394 | val_loss: 0.0311811 | Time: 18919.3 ms [2022-03-09 19:30:02 main:574] : INFO : Epoch 1949 | loss: 0.0311345 | val_loss: 0.0311854 | Time: 19058.8 ms [2022-03-09 19:30:21 main:574] : INFO : Epoch 1950 | loss: 0.0311328 | val_loss: 0.0311917 | Time: 18823.6 ms [2022-03-09 19:30:40 main:574] : INFO : Epoch 1951 | loss: 0.0311337 | val_loss: 0.0311846 | Time: 18909.1 ms [2022-03-09 19:31:00 main:574] : INFO : Epoch 1952 | loss: 0.0311344 | val_loss: 0.0311878 | Time: 20113.8 ms [2022-03-09 19:31:19 main:574] : INFO : Epoch 1953 | loss: 0.0311323 | val_loss: 0.0311873 | Time: 18686.8 ms [2022-03-09 19:31:37 main:574] : INFO : Epoch 1954 | loss: 0.0311302 | val_loss: 0.0311867 | Time: 18434.6 ms [2022-03-09 19:31:56 main:574] : INFO : Epoch 1955 | loss: 0.0311317 | val_loss: 0.0311892 | Time: 18958.5 ms [2022-03-09 19:32:15 main:574] : INFO : Epoch 1956 | loss: 0.0311343 | val_loss: 0.0311874 | Time: 19052.6 ms [2022-03-09 19:32:34 main:574] : INFO : Epoch 1957 | loss: 0.031137 | val_loss: 0.0311888 | Time: 18811.3 ms [2022-03-09 19:32:53 main:574] : INFO : Epoch 1958 | loss: 0.0311324 | val_loss: 0.0311839 | Time: 18441.7 ms [2022-03-09 19:33:11 main:574] : INFO : Epoch 1959 | loss: 0.031131 | val_loss: 0.0311872 | Time: 18360.2 ms [2022-03-09 19:33:30 main:574] : INFO : Epoch 1960 | loss: 0.0311321 | val_loss: 0.0311972 | Time: 19073 ms [2022-03-09 19:33:50 main:574] : INFO : Epoch 1961 | loss: 0.0311374 | val_loss: 0.0311869 | Time: 19563.9 ms [2022-03-09 19:34:04 main:574] : INFO : Epoch 1962 | loss: 0.031132 | val_loss: 0.0311818 | Time: 14257.3 ms [2022-03-09 19:34:18 main:574] : INFO : Epoch 1963 | loss: 0.0311334 | val_loss: 0.0311852 | Time: 13532.2 ms [2022-03-09 19:34:31 main:574] : INFO : Epoch 1964 | loss: 0.0311312 | val_loss: 0.0311861 | Time: 13570.8 ms [2022-03-09 19:34:45 main:574] : INFO : Epoch 1965 | loss: 0.0311303 | val_loss: 0.0311932 | Time: 13865.8 ms [2022-03-09 19:34:59 main:574] : INFO : Epoch 1966 | loss: 0.0311306 | val_loss: 0.0311859 | Time: 13139.7 ms [2022-03-09 19:35:12 main:574] : INFO : Epoch 1967 | loss: 0.0311301 | val_loss: 0.0311872 | Time: 13573.6 ms [2022-03-09 19:35:26 main:574] : INFO : Epoch 1968 | loss: 0.0311268 | val_loss: 0.0311992 | Time: 13339.4 ms [2022-03-09 19:35:39 main:574] : INFO : Epoch 1969 | loss: 0.0311298 | val_loss: 0.0311872 | Time: 13242 ms [2022-03-09 19:35:53 main:574] : INFO : Epoch 1970 | loss: 0.0311288 | val_loss: 0.0311866 | Time: 13747.4 ms [2022-03-09 19:36:06 main:574] : INFO : Epoch 1971 | loss: 0.0311243 | val_loss: 0.0311911 | Time: 13561.2 ms [2022-03-09 19:36:20 main:574] : INFO : Epoch 1972 | loss: 0.0311266 | val_loss: 0.0311861 | Time: 13214.6 ms [2022-03-09 19:36:33 main:574] : INFO : Epoch 1973 | loss: 0.0311277 | val_loss: 0.0311883 | Time: 13422 ms [2022-03-09 19:36:47 main:574] : INFO : Epoch 1974 | loss: 0.0311316 | val_loss: 0.0311944 | Time: 13606.7 ms [2022-03-09 19:37:00 main:574] : INFO : Epoch 1975 | loss: 0.0311331 | val_loss: 0.0311874 | Time: 12999.9 ms [2022-03-09 19:37:13 main:574] : INFO : Epoch 1976 | loss: 0.0311315 | val_loss: 0.0311923 | Time: 13667.8 ms [2022-03-09 19:37:27 main:574] : INFO : Epoch 1977 | loss: 0.0311273 | val_loss: 0.031192 | Time: 13662.5 ms [2022-03-09 19:37:40 main:574] : INFO : Epoch 1978 | loss: 0.0311292 | val_loss: 0.0311835 | Time: 13041.2 ms [2022-03-09 19:37:54 main:574] : INFO : Epoch 1979 | loss: 0.0311302 | val_loss: 0.0311884 | Time: 13352 ms [2022-03-09 19:38:07 main:574] : INFO : Epoch 1980 | loss: 0.031132 | val_loss: 0.031189 | Time: 13434.5 ms [2022-03-09 19:38:20 main:574] : INFO : Epoch 1981 | loss: 0.0311266 | val_loss: 0.0311968 | Time: 13228 ms [2022-03-09 19:38:34 main:574] : INFO : Epoch 1982 | loss: 0.0311289 | val_loss: 0.0311839 | Time: 13139.4 ms [2022-03-09 19:38:47 main:574] : INFO : Epoch 1983 | loss: 0.0311293 | val_loss: 0.0311961 | Time: 13305.5 ms [2022-03-09 19:39:00 main:574] : INFO : Epoch 1984 | loss: 0.0311285 | val_loss: 0.0311901 | Time: 13052.7 ms [2022-03-09 19:39:14 main:574] : INFO : Epoch 1985 | loss: 0.0311305 | val_loss: 0.0311892 | Time: 14085.3 ms [2022-03-09 19:39:27 main:574] : INFO : Epoch 1986 | loss: 0.0311323 | val_loss: 0.0311905 | Time: 13256.2 ms [2022-03-09 19:39:41 main:574] : INFO : Epoch 1987 | loss: 0.0311291 | val_loss: 0.0311872 | Time: 13498.8 ms [2022-03-09 19:39:55 main:574] : INFO : Epoch 1988 | loss: 0.0311283 | val_loss: 0.0311919 | Time: 13447.7 ms [2022-03-09 19:40:08 main:574] : INFO : Epoch 1989 | loss: 0.0311243 | val_loss: 0.0311911 | Time: 13456.4 ms [2022-03-09 19:40:22 main:574] : INFO : Epoch 1990 | loss: 0.0311289 | val_loss: 0.0311901 | Time: 13583.6 ms [2022-03-09 19:40:35 main:574] : INFO : Epoch 1991 | loss: 0.0311333 | val_loss: 0.0311907 | Time: 13445.2 ms [2022-03-09 19:40:49 main:574] : INFO : Epoch 1992 | loss: 0.0311394 | val_loss: 0.0311856 | Time: 13522.1 ms [2022-03-09 19:41:02 main:574] : INFO : Epoch 1993 | loss: 0.0311294 | val_loss: 0.0311825 | Time: 13386.1 ms [2022-03-09 19:41:16 main:574] : INFO : Epoch 1994 | loss: 0.0311263 | val_loss: 0.0311864 | Time: 13629.6 ms [2022-03-09 19:41:29 main:574] : INFO : Epoch 1995 | loss: 0.0311231 | val_loss: 0.0311847 | Time: 13099.4 ms [2022-03-09 19:41:43 main:574] : INFO : Epoch 1996 | loss: 0.0311261 | val_loss: 0.0311912 | Time: 13510.3 ms [2022-03-09 19:41:56 main:574] : INFO : Epoch 1997 | loss: 0.0311372 | val_loss: 0.0311945 | Time: 13470.6 ms [2022-03-09 19:42:10 main:574] : INFO : Epoch 1998 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 13630.4 ms [2022-03-09 19:42:23 main:574] : INFO : Epoch 1999 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 13597.5 ms [2022-03-09 19:42:37 main:574] : INFO : Epoch 2000 | loss: 0.031153 | val_loss: 0.031169 | Time: 13412.9 ms [2022-03-09 19:42:50 main:574] : INFO : Epoch 2001 | loss: 0.0311499 | val_loss: 0.0311698 | Time: 13301.7 ms [2022-03-09 19:43:04 main:574] : INFO : Epoch 2002 | loss: 0.0311457 | val_loss: 0.0311672 | Time: 13323.1 ms [2022-03-09 19:43:17 main:574] : INFO : Epoch 2003 | loss: 0.0311432 | val_loss: 0.0311725 | Time: 13430.5 ms [2022-03-09 19:43:32 main:574] : INFO : Epoch 2004 | loss: 0.0311407 | val_loss: 0.0311735 | Time: 15155 ms [2022-03-09 19:43:48 main:574] : INFO : Epoch 2005 | loss: 0.0311383 | val_loss: 0.031176 | Time: 15367.4 ms [2022-03-09 19:44:01 main:574] : INFO : Epoch 2006 | loss: 0.0311361 | val_loss: 0.0311706 | Time: 13386.5 ms [2022-03-09 19:44:15 main:574] : INFO : Epoch 2007 | loss: 0.031134 | val_loss: 0.0311673 | Time: 13448.9 ms [2022-03-09 19:44:28 main:574] : INFO : Epoch 2008 | loss: 0.0311339 | val_loss: 0.0311695 | Time: 13697.4 ms [2022-03-09 19:44:42 main:574] : INFO : Epoch 2009 | loss: 0.0311326 | val_loss: 0.0311762 | Time: 13203.5 ms [2022-03-09 19:44:55 main:574] : INFO : Epoch 2010 | loss: 0.0311335 | val_loss: 0.0311756 | Time: 13342.8 ms [2022-03-09 19:45:09 main:574] : INFO : Epoch 2011 | loss: 0.0311311 | val_loss: 0.0311736 | Time: 13553.4 ms [2022-03-09 19:45:22 main:574] : INFO : Epoch 2012 | loss: 0.0311318 | val_loss: 0.0311732 | Time: 13068.6 ms [2022-03-09 19:45:38 main:574] : INFO : Epoch 2013 | loss: 0.0311286 | val_loss: 0.0311727 | Time: 16355.1 ms [2022-03-09 19:45:57 main:574] : INFO : Epoch 2014 | loss: 0.0311289 | val_loss: 0.0311783 | Time: 18821.6 ms [2022-03-09 19:46:15 main:574] : INFO : Epoch 2015 | loss: 0.0311278 | val_loss: 0.0311828 | Time: 18438.8 ms [2022-03-09 19:46:33 main:574] : INFO : Epoch 2016 | loss: 0.0311311 | val_loss: 0.0311776 | Time: 17461.6 ms [2022-03-09 19:46:47 main:574] : INFO : Epoch 2017 | loss: 0.0311258 | val_loss: 0.0311736 | Time: 13552.3 ms [2022-03-09 19:47:00 main:574] : INFO : Epoch 2018 | loss: 0.0311237 | val_loss: 0.0311785 | Time: 13234.8 ms [2022-03-09 19:47:14 main:574] : INFO : Epoch 2019 | loss: 0.0311269 | val_loss: 0.0311754 | Time: 13659.8 ms [2022-03-09 19:47:27 main:574] : INFO : Epoch 2020 | loss: 0.0311215 | val_loss: 0.0311776 | Time: 13531.2 ms [2022-03-09 19:47:40 main:574] : INFO : Epoch 2021 | loss: 0.0311224 | val_loss: 0.0311846 | Time: 13194.3 ms [2022-03-09 19:47:54 main:574] : INFO : Epoch 2022 | loss: 0.031123 | val_loss: 0.0311789 | Time: 13594 ms [2022-03-09 19:48:08 main:574] : INFO : Epoch 2023 | loss: 0.0311247 | val_loss: 0.0311802 | Time: 13689.6 ms [2022-03-09 19:48:21 main:574] : INFO : Epoch 2024 | loss: 0.0311234 | val_loss: 0.0311748 | Time: 13616.3 ms [2022-03-09 19:48:35 main:574] : INFO : Epoch 2025 | loss: 0.0311234 | val_loss: 0.0311781 | Time: 13277.7 ms [2022-03-09 19:48:48 main:574] : INFO : Epoch 2026 | loss: 0.0311257 | val_loss: 0.0311767 | Time: 13637.6 ms [2022-03-09 19:49:02 main:574] : INFO : Epoch 2027 | loss: 0.0311214 | val_loss: 0.0311749 | Time: 13122.5 ms [2022-03-09 19:49:15 main:574] : INFO : Epoch 2028 | loss: 0.0311205 | val_loss: 0.0311854 | Time: 13668.8 ms [2022-03-09 19:49:29 main:574] : INFO : Epoch 2029 | loss: 0.0311186 | val_loss: 0.031178 | Time: 13282.9 ms [2022-03-09 19:49:42 main:574] : INFO : Epoch 2030 | loss: 0.031119 | val_loss: 0.0311841 | Time: 13251.8 ms [2022-03-09 19:49:55 main:574] : INFO : Epoch 2031 | loss: 0.0311217 | val_loss: 0.0311788 | Time: 13315.4 ms [2022-03-09 19:50:09 main:574] : INFO : Epoch 2032 | loss: 0.0311206 | val_loss: 0.0311771 | Time: 13242.8 ms [2022-03-09 19:50:22 main:574] : INFO : Epoch 2033 | loss: 0.031119 | val_loss: 0.0311825 | Time: 13424.5 ms [2022-03-09 19:50:35 main:574] : INFO : Epoch 2034 | loss: 0.0311179 | val_loss: 0.0311791 | Time: 13100.8 ms [2022-03-09 19:50:49 main:574] : INFO : Epoch 2035 | loss: 0.0311194 | val_loss: 0.0311821 | Time: 13715.4 ms [2022-03-09 19:51:02 main:574] : INFO : Epoch 2036 | loss: 0.031118 | val_loss: 0.0311798 | Time: 13195.6 ms [2022-03-09 19:51:16 main:574] : INFO : Epoch 2037 | loss: 0.0311169 | val_loss: 0.0311747 | Time: 13655.8 ms [2022-03-09 19:51:29 main:574] : INFO : Epoch 2038 | loss: 0.0311178 | val_loss: 0.0311855 | Time: 13310.4 ms [2022-03-09 19:51:43 main:574] : INFO : Epoch 2039 | loss: 0.0311127 | val_loss: 0.0311858 | Time: 13447.9 ms [2022-03-09 19:51:56 main:574] : INFO : Epoch 2040 | loss: 0.0311149 | val_loss: 0.0311791 | Time: 13356.4 ms [2022-03-09 19:52:09 main:574] : INFO : Epoch 2041 | loss: 0.0311182 | val_loss: 0.0311761 | Time: 13086.9 ms [2022-03-09 19:52:23 main:574] : INFO : Epoch 2042 | loss: 0.0311255 | val_loss: 0.0311769 | Time: 13697.5 ms [2022-03-09 19:52:37 main:574] : INFO : Epoch 2043 | loss: 0.0311249 | val_loss: 0.0311778 | Time: 13663.1 ms [2022-03-09 19:52:50 main:574] : INFO : Epoch 2044 | loss: 0.0311207 | val_loss: 0.0311892 | Time: 13076.2 ms [2022-03-09 19:53:04 main:574] : INFO : Epoch 2045 | loss: 0.0311211 | val_loss: 0.0311934 | Time: 13482.1 ms [2022-03-09 19:53:17 main:574] : INFO : Epoch 2046 | loss: 0.0311211 | val_loss: 0.0311854 | Time: 13479.5 ms [2022-03-09 19:53:30 main:574] : INFO : Epoch 2047 | loss: 0.0311168 | val_loss: 0.0311835 | Time: 13163.9 ms [2022-03-09 19:53:44 main:574] : INFO : Epoch 2048 | loss: 0.0311144 | val_loss: 0.0311846 | Time: 13562 ms [2022-03-09 19:53:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311846 [2022-03-09 19:53:44 main:603] : INFO : Saving end state to config to file [2022-03-09 19:53:44 main:608] : INFO : Success, exiting.. 19:53:44 (3800): 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)