Task 3857733
| Name | ParityModified-1609263985-9522-4_1 |
| Workunit | 1906258 |
| Created | 26 Jan 2021, 6:35:09 UTC |
| Sent | 26 Jan 2021, 6:35:49 UTC |
| Report deadline | 2 Feb 2021, 6:35:49 UTC |
| Received | 26 Jan 2021, 13:45:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 9 min 49 sec |
| CPU time | 1 hours 9 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311878 | val_loss: 0.031245 | Time: 2026.73 ms [2021-01-26 13:28:22 main:574] : INFO : Epoch 1543 | loss: 0.0311877 | val_loss: 0.031245 | Time: 2031.8 ms [2021-01-26 13:28:24 main:574] : INFO : Epoch 1544 | loss: 0.0311877 | val_loss: 0.0312508 | Time: 2031.76 ms [2021-01-26 13:28:26 main:574] : INFO : Epoch 1545 | loss: 0.0311878 | val_loss: 0.0312372 | Time: 2028.92 ms [2021-01-26 13:28:28 main:574] : INFO : Epoch 1546 | loss: 0.0311881 | val_loss: 0.0312342 | Time: 2018.77 ms [2021-01-26 13:28:30 main:574] : INFO : Epoch 1547 | loss: 0.0311905 | val_loss: 0.0312143 | Time: 2020.06 ms [2021-01-26 13:28:32 main:574] : INFO : Epoch 1548 | loss: 0.0311905 | val_loss: 0.0312066 | Time: 2028.37 ms [2021-01-26 13:28:34 main:574] : INFO : Epoch 1549 | loss: 0.0311897 | val_loss: 0.0312165 | Time: 2026.38 ms [2021-01-26 13:28:36 main:574] : INFO : Epoch 1550 | loss: 0.0311908 | val_loss: 0.0312183 | Time: 2025.04 ms [2021-01-26 13:28:38 main:574] : INFO : Epoch 1551 | loss: 0.031191 | val_loss: 0.0312283 | Time: 2029.11 ms [2021-01-26 13:28:40 main:574] : INFO : Epoch 1552 | loss: 0.0311889 | val_loss: 0.0312361 | Time: 2024.01 ms [2021-01-26 13:28:42 main:574] : INFO : Epoch 1553 | loss: 0.0311884 | val_loss: 0.0312207 | Time: 2028.79 ms [2021-01-26 13:28:44 main:574] : INFO : Epoch 1554 | loss: 0.0311897 | val_loss: 0.0312337 | Time: 2029.72 ms [2021-01-26 13:28:47 main:574] : INFO : Epoch 1555 | loss: 0.0311898 | val_loss: 0.0312248 | Time: 2029.19 ms [2021-01-26 13:28:49 main:574] : INFO : Epoch 1556 | loss: 0.0311886 | val_loss: 0.031238 | Time: 2032.2 ms [2021-01-26 13:28:51 main:574] : INFO : Epoch 1557 | loss: 0.0311895 | val_loss: 0.0312354 | Time: 2025.37 ms [2021-01-26 13:28:53 main:574] : INFO : Epoch 1558 | loss: 0.0311895 | val_loss: 0.0312303 | Time: 2020.04 ms [2021-01-26 13:28:55 main:574] : INFO : Epoch 1559 | loss: 0.0311919 | val_loss: 0.0312395 | Time: 2029.57 ms [2021-01-26 13:28:57 main:574] : INFO : Epoch 1560 | loss: 0.0311918 | val_loss: 0.0312285 | Time: 2029.2 ms [2021-01-26 13:28:59 main:574] : INFO : Epoch 1561 | loss: 0.03119 | val_loss: 0.0311957 | Time: 2025.29 ms [2021-01-26 13:29:01 main:574] : INFO : Epoch 1562 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 2025.36 ms [2021-01-26 13:29:03 main:574] : INFO : Epoch 1563 | loss: 0.0311922 | val_loss: 0.0311963 | Time: 2032.63 ms [2021-01-26 13:29:05 main:574] : INFO : Epoch 1564 | loss: 0.0311913 | val_loss: 0.031197 | Time: 2025.38 ms [2021-01-26 13:29:07 main:574] : INFO : Epoch 1565 | loss: 0.0311903 | val_loss: 0.0311958 | Time: 2020.85 ms [2021-01-26 13:29:09 main:574] : INFO : Epoch 1566 | loss: 0.0311898 | val_loss: 0.0311981 | Time: 2027.58 ms [2021-01-26 13:29:11 main:574] : INFO : Epoch 1567 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 2021.89 ms [2021-01-26 13:29:13 main:574] : INFO : Epoch 1568 | loss: 0.03119 | val_loss: 0.0311967 | Time: 2029.96 ms [2021-01-26 13:29:15 main:574] : INFO : Epoch 1569 | loss: 0.031191 | val_loss: 0.0311993 | Time: 2032.43 ms [2021-01-26 13:29:17 main:574] : INFO : Epoch 1570 | loss: 0.0311929 | val_loss: 0.0312011 | Time: 2028.62 ms [2021-01-26 13:29:19 main:574] : INFO : Epoch 1571 | loss: 0.0311903 | val_loss: 0.0311956 | Time: 2025.18 ms [2021-01-26 13:29:21 main:574] : INFO : Epoch 1572 | loss: 0.0311907 | val_loss: 0.0311968 | Time: 2025.01 ms [2021-01-26 13:29:23 main:574] : INFO : Epoch 1573 | loss: 0.0311896 | val_loss: 0.0311953 | Time: 2028.19 ms [2021-01-26 13:29:25 main:574] : INFO : Epoch 1574 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 2024.97 ms [2021-01-26 13:29:27 main:574] : INFO : Epoch 1575 | loss: 0.0311893 | val_loss: 0.0311963 | Time: 2027.86 ms [2021-01-26 13:29:29 main:574] : INFO : Epoch 1576 | loss: 0.0311891 | val_loss: 0.0311989 | Time: 2028.99 ms [2021-01-26 13:29:31 main:574] : INFO : Epoch 1577 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 2021.44 ms [2021-01-26 13:29:33 main:574] : INFO : Epoch 1578 | loss: 0.0311915 | val_loss: 0.0311992 | Time: 2027.48 ms [2021-01-26 13:29:35 main:574] : INFO : Epoch 1579 | loss: 0.0311894 | val_loss: 0.0311969 | Time: 2034.65 ms [2021-01-26 13:29:37 main:574] : INFO : Epoch 1580 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 2028.07 ms [2021-01-26 13:29:40 main:574] : INFO : Epoch 1581 | loss: 0.0311881 | val_loss: 0.0311962 | Time: 2027.84 ms [2021-01-26 13:29:42 main:574] : INFO : Epoch 1582 | loss: 0.0311881 | val_loss: 0.0311969 | Time: 2024.67 ms [2021-01-26 13:29:44 main:574] : INFO : Epoch 1583 | loss: 0.0311906 | val_loss: 0.0311964 | Time: 2030.84 ms [2021-01-26 13:29:46 main:574] : INFO : Epoch 1584 | loss: 0.0311923 | val_loss: 0.0311977 | Time: 2024.89 ms [2021-01-26 13:29:48 main:574] : INFO : Epoch 1585 | loss: 0.0311912 | val_loss: 0.0311986 | Time: 2027.35 ms [2021-01-26 13:29:50 main:574] : INFO : Epoch 1586 | loss: 0.0311939 | val_loss: 0.0312018 | Time: 2021.09 ms [2021-01-26 13:29:52 main:574] : INFO : Epoch 1587 | loss: 0.0311907 | val_loss: 0.0311972 | Time: 2034.18 ms [2021-01-26 13:29:54 main:574] : INFO : Epoch 1588 | loss: 0.0311892 | val_loss: 0.0311968 | Time: 2027.66 ms [2021-01-26 13:29:56 main:574] : INFO : Epoch 1589 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 2024.86 ms [2021-01-26 13:29:58 main:574] : INFO : Epoch 1590 | loss: 0.0311892 | val_loss: 0.0311969 | Time: 2025.16 ms [2021-01-26 13:30:00 main:574] : INFO : Epoch 1591 | loss: 0.0311883 | val_loss: 0.0311983 | Time: 2024.76 ms [2021-01-26 13:30:02 main:574] : INFO : Epoch 1592 | loss: 0.0311889 | val_loss: 0.0311984 | Time: 2025.94 ms [2021-01-26 13:30:04 main:574] : INFO : Epoch 1593 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 2027.16 ms [2021-01-26 13:30:06 main:574] : INFO : Epoch 1594 | loss: 0.0311883 | val_loss: 0.0311986 | Time: 2028.86 ms [2021-01-26 13:30:08 main:574] : INFO : Epoch 1595 | loss: 0.0311889 | val_loss: 0.031197 | Time: 2033.79 ms [2021-01-26 13:30:10 main:574] : INFO : Epoch 1596 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 2026.49 ms [2021-01-26 13:30:12 main:574] : INFO : Epoch 1597 | loss: 0.0311875 | val_loss: 0.0311986 | Time: 2026.42 ms [2021-01-26 13:30:14 main:574] : INFO : Epoch 1598 | loss: 0.0311873 | val_loss: 0.031199 | Time: 2025.84 ms [2021-01-26 13:30:16 main:574] : INFO : Epoch 1599 | loss: 0.031187 | val_loss: 0.0311971 | Time: 2029.9 ms [2021-01-26 13:30:18 main:574] : INFO : Epoch 1600 | loss: 0.0311873 | val_loss: 0.0312002 | Time: 2028.69 ms [2021-01-26 13:30:20 main:574] : INFO : Epoch 1601 | loss: 0.0311882 | val_loss: 0.0311975 | Time: 2026.69 ms [2021-01-26 13:30:22 main:574] : INFO : Epoch 1602 | loss: 0.0311866 | val_loss: 0.0311975 | Time: 2023.5 ms [2021-01-26 13:30:24 main:574] : INFO : Epoch 1603 | loss: 0.0311867 | val_loss: 0.0311969 | Time: 2029.13 ms [2021-01-26 13:30:26 main:574] : INFO : Epoch 1604 | loss: 0.031187 | val_loss: 0.0312018 | Time: 2028.34 ms [2021-01-26 13:30:28 main:574] : INFO : Epoch 1605 | loss: 0.0311873 | val_loss: 0.0311992 | Time: 2015.76 ms [2021-01-26 13:30:30 main:574] : INFO : Epoch 1606 | loss: 0.0311874 | val_loss: 0.0312014 | Time: 2025.16 ms [2021-01-26 13:30:32 main:574] : INFO : Epoch 1607 | loss: 0.0311867 | val_loss: 0.0311981 | Time: 2025 ms [2021-01-26 13:30:34 main:574] : INFO : Epoch 1608 | loss: 0.0311881 | val_loss: 0.0311979 | Time: 2030.54 ms [2021-01-26 13:30:37 main:574] : INFO : Epoch 1609 | loss: 0.0311871 | val_loss: 0.0311989 | Time: 2020.5 ms [2021-01-26 13:30:39 main:574] : INFO : Epoch 1610 | loss: 0.0311861 | val_loss: 0.0311968 | Time: 2028.21 ms [2021-01-26 13:30:41 main:574] : INFO : Epoch 1611 | loss: 0.0311871 | val_loss: 0.0312003 | Time: 2031.81 ms [2021-01-26 13:30:43 main:574] : INFO : Epoch 1612 | loss: 0.0311906 | val_loss: 0.0311978 | Time: 2030.52 ms [2021-01-26 13:30:45 main:574] : INFO : Epoch 1613 | loss: 0.0311889 | val_loss: 0.0311991 | Time: 2027.12 ms [2021-01-26 13:30:47 main:574] : INFO : Epoch 1614 | loss: 0.0311931 | val_loss: 0.031201 | Time: 2030.25 ms [2021-01-26 13:30:49 main:574] : INFO : Epoch 1615 | loss: 0.0311901 | val_loss: 0.0311974 | Time: 2024.77 ms [2021-01-26 13:30:51 main:574] : INFO : Epoch 1616 | loss: 0.0311896 | val_loss: 0.0311978 | Time: 2028.33 ms [2021-01-26 13:30:53 main:574] : INFO : Epoch 1617 | loss: 0.0311894 | val_loss: 0.0312023 | Time: 2026.92 ms [2021-01-26 13:30:55 main:574] : INFO : Epoch 1618 | loss: 0.0311903 | val_loss: 0.0312039 | Time: 2018.24 ms [2021-01-26 13:30:57 main:574] : INFO : Epoch 1619 | loss: 0.0311891 | val_loss: 0.0312014 | Time: 2034.75 ms [2021-01-26 13:30:59 main:574] : INFO : Epoch 1620 | loss: 0.0311883 | val_loss: 0.0311993 | Time: 2027.23 ms [2021-01-26 13:31:01 main:574] : INFO : Epoch 1621 | loss: 0.0311895 | val_loss: 0.031198 | Time: 2028.79 ms [2021-01-26 13:31:03 main:574] : INFO : Epoch 1622 | loss: 0.0311878 | val_loss: 0.0312062 | Time: 2031.43 ms [2021-01-26 13:31:05 main:574] : INFO : Epoch 1623 | loss: 0.0311913 | val_loss: 0.0312033 | Time: 2030.93 ms [2021-01-26 13:31:07 main:574] : INFO : Epoch 1624 | loss: 0.0311882 | val_loss: 0.0311976 | Time: 2028.23 ms [2021-01-26 13:31:09 main:574] : INFO : Epoch 1625 | loss: 0.0311876 | val_loss: 0.0311998 | Time: 2024.63 ms [2021-01-26 13:31:11 main:574] : INFO : Epoch 1626 | loss: 0.0311878 | val_loss: 0.0312016 | Time: 2029.66 ms [2021-01-26 13:31:13 main:574] : INFO : Epoch 1627 | loss: 0.0311882 | val_loss: 0.0312015 | Time: 2034.27 ms [2021-01-26 13:31:15 main:574] : INFO : Epoch 1628 | loss: 0.0311887 | val_loss: 0.0312013 | Time: 2029.81 ms [2021-01-26 13:31:17 main:574] : INFO : Epoch 1629 | loss: 0.031187 | val_loss: 0.0311997 | Time: 2031.72 ms [2021-01-26 13:31:19 main:574] : INFO : Epoch 1630 | loss: 0.0311868 | val_loss: 0.0311985 | Time: 2038.16 ms [2021-01-26 13:31:21 main:574] : INFO : Epoch 1631 | loss: 0.0311878 | val_loss: 0.031199 | Time: 2035.78 ms [2021-01-26 13:31:23 main:574] : INFO : Epoch 1632 | loss: 0.0311866 | val_loss: 0.0312016 | Time: 2033.35 ms [2021-01-26 13:31:25 main:574] : INFO : Epoch 1633 | loss: 0.0311872 | val_loss: 0.0312003 | Time: 2035.74 ms [2021-01-26 13:31:28 main:574] : INFO : Epoch 1634 | loss: 0.031187 | val_loss: 0.0311996 | Time: 2025.5 ms [2021-01-26 13:31:30 main:574] : INFO : Epoch 1635 | loss: 0.0311873 | val_loss: 0.031201 | Time: 2032.81 ms [2021-01-26 13:31:32 main:574] : INFO : Epoch 1636 | loss: 0.0311878 | val_loss: 0.0311995 | Time: 2032.15 ms [2021-01-26 13:31:34 main:574] : INFO : Epoch 1637 | loss: 0.031188 | val_loss: 0.0311993 | Time: 2031.9 ms [2021-01-26 13:31:36 main:574] : INFO : Epoch 1638 | loss: 0.0311858 | val_loss: 0.0312 | Time: 2030.1 ms [2021-01-26 13:31:38 main:574] : INFO : Epoch 1639 | loss: 0.0311869 | val_loss: 0.0311985 | Time: 2036.6 ms [2021-01-26 13:31:40 main:574] : INFO : Epoch 1640 | loss: 0.0311877 | val_loss: 0.0312012 | Time: 2030.18 ms [2021-01-26 13:31:42 main:574] : INFO : Epoch 1641 | loss: 0.031189 | val_loss: 0.0312062 | Time: 2038.38 ms [2021-01-26 13:31:44 main:574] : INFO : Epoch 1642 | loss: 0.0311867 | val_loss: 0.0312015 | Time: 2031.48 ms [2021-01-26 13:31:46 main:574] : INFO : Epoch 1643 | loss: 0.0311858 | val_loss: 0.0311993 | Time: 2036.44 ms [2021-01-26 13:31:48 main:574] : INFO : Epoch 1644 | loss: 0.0311862 | val_loss: 0.0311994 | Time: 2028.1 ms [2021-01-26 13:31:50 main:574] : INFO : Epoch 1645 | loss: 0.0311862 | val_loss: 0.0312017 | Time: 2031.76 ms [2021-01-26 13:31:52 main:574] : INFO : Epoch 1646 | loss: 0.0311859 | val_loss: 0.0312033 | Time: 2032.36 ms [2021-01-26 13:31:54 main:574] : INFO : Epoch 1647 | loss: 0.0311851 | val_loss: 0.0311996 | Time: 2032.35 ms [2021-01-26 13:31:56 main:574] : INFO : Epoch 1648 | loss: 0.031186 | val_loss: 0.0312052 | Time: 2032.36 ms [2021-01-26 13:31:58 main:574] : INFO : Epoch 1649 | loss: 0.0311865 | val_loss: 0.0311992 | Time: 2033.38 ms [2021-01-26 13:32:00 main:574] : INFO : Epoch 1650 | loss: 0.0311852 | val_loss: 0.0312003 | Time: 2024.74 ms [2021-01-26 13:32:02 main:574] : INFO : Epoch 1651 | loss: 0.0311867 | val_loss: 0.0312007 | Time: 2035.37 ms [2021-01-26 13:32:04 main:574] : INFO : Epoch 1652 | loss: 0.0311859 | val_loss: 0.031203 | Time: 2031.52 ms [2021-01-26 13:32:06 main:574] : INFO : Epoch 1653 | loss: 0.0311862 | val_loss: 0.0312012 | Time: 2039.69 ms [2021-01-26 13:32:08 main:574] : INFO : Epoch 1654 | loss: 0.0311866 | val_loss: 0.0312036 | Time: 2032 ms [2021-01-26 13:32:10 main:574] : INFO : Epoch 1655 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 2035.19 ms [2021-01-26 13:32:12 main:574] : INFO : Epoch 1656 | loss: 0.031188 | val_loss: 0.0312012 | Time: 2030.28 ms [2021-01-26 13:32:15 main:574] : INFO : Epoch 1657 | loss: 0.0311884 | val_loss: 0.0312001 | Time: 2033.73 ms [2021-01-26 13:32:17 main:574] : INFO : Epoch 1658 | loss: 0.0311879 | val_loss: 0.0312036 | Time: 2035.76 ms [2021-01-26 13:32:19 main:574] : INFO : Epoch 1659 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 2033.9 ms [2021-01-26 13:32:21 main:574] : INFO : Epoch 1660 | loss: 0.0311887 | val_loss: 0.0311997 | Time: 2032.69 ms [2021-01-26 13:32:23 main:574] : INFO : Epoch 1661 | loss: 0.0311872 | val_loss: 0.0311991 | Time: 2033.24 ms [2021-01-26 13:32:25 main:574] : INFO : Epoch 1662 | loss: 0.0311867 | val_loss: 0.0311998 | Time: 2034.55 ms [2021-01-26 13:32:27 main:574] : INFO : Epoch 1663 | loss: 0.0311865 | val_loss: 0.0312018 | Time: 2029.12 ms [2021-01-26 13:32:29 main:574] : INFO : Epoch 1664 | loss: 0.0311881 | val_loss: 0.0312023 | Time: 2037.9 ms [2021-01-26 13:32:31 main:574] : INFO : Epoch 1665 | loss: 0.0311909 | val_loss: 0.0312011 | Time: 2030.48 ms [2021-01-26 13:32:33 main:574] : INFO : Epoch 1666 | loss: 0.0311888 | val_loss: 0.0312056 | Time: 2032.33 ms [2021-01-26 13:32:35 main:574] : INFO : Epoch 1667 | loss: 0.0311874 | val_loss: 0.0312006 | Time: 2030.75 ms [2021-01-26 13:32:37 main:574] : INFO : Epoch 1668 | loss: 0.0311887 | val_loss: 0.0312065 | Time: 2027.42 ms [2021-01-26 13:32:39 main:574] : INFO : Epoch 1669 | loss: 0.0311903 | val_loss: 0.0312018 | Time: 2034.46 ms [2021-01-26 13:32:41 main:574] : INFO : Epoch 1670 | loss: 0.0311877 | val_loss: 0.031205 | Time: 2036.01 ms [2021-01-26 13:32:43 main:574] : INFO : Epoch 1671 | loss: 0.0311875 | val_loss: 0.0311977 | Time: 2032.45 ms [2021-01-26 13:32:45 main:574] : INFO : Epoch 1672 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 2033.54 ms [2021-01-26 13:32:47 main:574] : INFO : Epoch 1673 | loss: 0.0311902 | val_loss: 0.0311987 | Time: 2035.31 ms [2021-01-26 13:32:49 main:574] : INFO : Epoch 1674 | loss: 0.03119 | val_loss: 0.0311998 | Time: 2035.76 ms [2021-01-26 13:32:51 main:574] : INFO : Epoch 1675 | loss: 0.0311883 | val_loss: 0.0311994 | Time: 2032.29 ms [2021-01-26 13:32:53 main:574] : INFO : Epoch 1676 | loss: 0.0311881 | val_loss: 0.0311985 | Time: 2032.01 ms [2021-01-26 13:32:55 main:574] : INFO : Epoch 1677 | loss: 0.0311894 | val_loss: 0.0312003 | Time: 2028.38 ms [2021-01-26 13:32:57 main:574] : INFO : Epoch 1678 | loss: 0.0311889 | val_loss: 0.0312001 | Time: 2031.87 ms [2021-01-26 13:32:59 main:574] : INFO : Epoch 1679 | loss: 0.0311885 | val_loss: 0.031198 | Time: 2036.68 ms [2021-01-26 13:33:02 main:574] : INFO : Epoch 1680 | loss: 0.0311885 | val_loss: 0.0311997 | Time: 2036.06 ms [2021-01-26 13:33:04 main:574] : INFO : Epoch 1681 | loss: 0.0311863 | val_loss: 0.0312014 | Time: 2030.27 ms [2021-01-26 13:33:06 main:574] : INFO : Epoch 1682 | loss: 0.0311872 | val_loss: 0.0312032 | Time: 2028.69 ms [2021-01-26 13:33:08 main:574] : INFO : Epoch 1683 | loss: 0.0311883 | val_loss: 0.031203 | Time: 2032.79 ms [2021-01-26 13:33:10 main:574] : INFO : Epoch 1684 | loss: 0.0311877 | val_loss: 0.0312016 | Time: 2029.66 ms [2021-01-26 13:33:12 main:574] : INFO : Epoch 1685 | loss: 0.0311957 | val_loss: 0.0312006 | Time: 2035.29 ms [2021-01-26 13:33:14 main:574] : INFO : Epoch 1686 | loss: 0.0311924 | val_loss: 0.0312006 | Time: 2034.23 ms [2021-01-26 13:33:16 main:574] : INFO : Epoch 1687 | loss: 0.03119 | val_loss: 0.0312002 | Time: 2031.1 ms [2021-01-26 13:33:18 main:574] : INFO : Epoch 1688 | loss: 0.0311875 | val_loss: 0.0312029 | Time: 2030 ms [2021-01-26 13:33:20 main:574] : INFO : Epoch 1689 | loss: 0.0311875 | val_loss: 0.0312006 | Time: 2037.62 ms [2021-01-26 13:33:22 main:574] : INFO : Epoch 1690 | loss: 0.0311871 | val_loss: 0.0312012 | Time: 2032.25 ms [2021-01-26 13:33:24 main:574] : INFO : Epoch 1691 | loss: 0.0311863 | val_loss: 0.0312026 | Time: 2034.66 ms [2021-01-26 13:33:26 main:574] : INFO : Epoch 1692 | loss: 0.0311862 | val_loss: 0.0312024 | Time: 2032.45 ms [2021-01-26 13:33:28 main:574] : INFO : Epoch 1693 | loss: 0.031186 | val_loss: 0.0312016 | Time: 2033.36 ms [2021-01-26 13:33:30 main:574] : INFO : Epoch 1694 | loss: 0.0311871 | val_loss: 0.0312053 | Time: 2042.77 ms [2021-01-26 13:33:32 main:574] : INFO : Epoch 1695 | loss: 0.0311889 | val_loss: 0.0312017 | Time: 2026.1 ms [2021-01-26 13:33:34 main:574] : INFO : Epoch 1696 | loss: 0.0311862 | val_loss: 0.0312004 | Time: 2033.03 ms [2021-01-26 13:33:36 main:574] : INFO : Epoch 1697 | loss: 0.0311865 | val_loss: 0.0312022 | Time: 2028.72 ms [2021-01-26 13:33:38 main:574] : INFO : Epoch 1698 | loss: 0.0311869 | val_loss: 0.031203 | Time: 2028.73 ms [2021-01-26 13:33:40 main:574] : INFO : Epoch 1699 | loss: 0.0311887 | val_loss: 0.031206 | Time: 2030.16 ms [2021-01-26 13:33:42 main:574] : INFO : Epoch 1700 | loss: 0.031189 | val_loss: 0.0312004 | Time: 2033.81 ms [2021-01-26 13:33:44 main:574] : INFO : Epoch 1701 | loss: 0.0311864 | val_loss: 0.0311996 | Time: 2027.43 ms [2021-01-26 13:33:46 main:574] : INFO : Epoch 1702 | loss: 0.031189 | val_loss: 0.0312 | Time: 2028.94 ms [2021-01-26 13:33:49 main:574] : INFO : Epoch 1703 | loss: 0.031194 | val_loss: 0.0311987 | Time: 2033.28 ms [2021-01-26 13:33:51 main:574] : INFO : Epoch 1704 | loss: 0.031191 | val_loss: 0.0311972 | Time: 2025.52 ms [2021-01-26 13:33:53 main:574] : INFO : Epoch 1705 | loss: 0.0311899 | val_loss: 0.0311968 | Time: 2034.17 ms [2021-01-26 13:33:55 main:574] : INFO : Epoch 1706 | loss: 0.0311895 | val_loss: 0.0311972 | Time: 2034.89 ms [2021-01-26 13:33:57 main:574] : INFO : Epoch 1707 | loss: 0.0311911 | val_loss: 0.0311962 | Time: 2033.06 ms [2021-01-26 13:33:59 main:574] : INFO : Epoch 1708 | loss: 0.0311906 | val_loss: 0.031197 | Time: 2029.04 ms [2021-01-26 13:34:01 main:574] : INFO : Epoch 1709 | loss: 0.0311889 | val_loss: 0.0311983 | Time: 2034.04 ms [2021-01-26 13:34:03 main:574] : INFO : Epoch 1710 | loss: 0.0311889 | val_loss: 0.0311982 | Time: 2028.6 ms [2021-01-26 13:34:05 main:574] : INFO : Epoch 1711 | loss: 0.0311874 | val_loss: 0.0311971 | Time: 2031.2 ms [2021-01-26 13:34:07 main:574] : INFO : Epoch 1712 | loss: 0.0311894 | val_loss: 0.0311975 | Time: 2029.72 ms [2021-01-26 13:34:09 main:574] : INFO : Epoch 1713 | loss: 0.0311885 | val_loss: 0.0311982 | Time: 2035.57 ms [2021-01-26 13:34:11 main:574] : INFO : Epoch 1714 | loss: 0.0311886 | val_loss: 0.0311972 | Time: 2032.2 ms [2021-01-26 13:34:13 main:574] : INFO : Epoch 1715 | loss: 0.0311894 | val_loss: 0.0312021 | Time: 2032.98 ms [2021-01-26 13:34:15 main:574] : INFO : Epoch 1716 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 2031.24 ms [2021-01-26 13:34:17 main:574] : INFO : Epoch 1717 | loss: 0.0311888 | val_loss: 0.0312012 | Time: 2032.51 ms [2021-01-26 13:34:19 main:574] : INFO : Epoch 1718 | loss: 0.0311878 | val_loss: 0.0311981 | Time: 2036.39 ms [2021-01-26 13:34:21 main:574] : INFO : Epoch 1719 | loss: 0.0311875 | val_loss: 0.0311979 | Time: 2034.57 ms [2021-01-26 13:34:23 main:574] : INFO : Epoch 1720 | loss: 0.0311865 | val_loss: 0.0311974 | Time: 2030.89 ms [2021-01-26 13:34:25 main:574] : INFO : Epoch 1721 | loss: 0.0311866 | val_loss: 0.0312004 | Time: 2042.84 ms [2021-01-26 13:34:27 main:574] : INFO : Epoch 1722 | loss: 0.0311883 | val_loss: 0.0311992 | Time: 2032.02 ms [2021-01-26 13:34:29 main:574] : INFO : Epoch 1723 | loss: 0.0311881 | val_loss: 0.0311978 | Time: 2034.86 ms [2021-01-26 13:34:31 main:574] : INFO : Epoch 1724 | loss: 0.0311862 | val_loss: 0.0311973 | Time: 2030.21 ms [2021-01-26 13:34:33 main:574] : INFO : Epoch 1725 | loss: 0.0311871 | val_loss: 0.031201 | Time: 2035.46 ms [2021-01-26 13:34:36 main:574] : INFO : Epoch 1726 | loss: 0.0311852 | val_loss: 0.0311986 | Time: 2029.07 ms [2021-01-26 13:34:38 main:574] : INFO : Epoch 1727 | loss: 0.0311865 | val_loss: 0.0312019 | Time: 2025.85 ms [2021-01-26 13:34:40 main:574] : INFO : Epoch 1728 | loss: 0.0311857 | val_loss: 0.0312014 | Time: 2029.68 ms [2021-01-26 13:34:42 main:574] : INFO : Epoch 1729 | loss: 0.031185 | val_loss: 0.0311992 | Time: 2034.61 ms [2021-01-26 13:34:44 main:574] : INFO : Epoch 1730 | loss: 0.0311865 | val_loss: 0.0312005 | Time: 2030.75 ms [2021-01-26 13:34:46 main:574] : INFO : Epoch 1731 | loss: 0.0311874 | val_loss: 0.0312006 | Time: 2031.21 ms [2021-01-26 13:34:48 main:574] : INFO : Epoch 1732 | loss: 0.0311886 | val_loss: 0.0312034 | Time: 2030.91 ms [2021-01-26 13:34:50 main:574] : INFO : Epoch 1733 | loss: 0.0311897 | val_loss: 0.0311998 | Time: 2034.57 ms [2021-01-26 13:34:52 main:574] : INFO : Epoch 1734 | loss: 0.0311916 | val_loss: 0.0312039 | Time: 2033.82 ms [2021-01-26 13:34:54 main:574] : INFO : Epoch 1735 | loss: 0.0311959 | val_loss: 0.0312034 | Time: 2028.09 ms [2021-01-26 13:34:56 main:574] : INFO : Epoch 1736 | loss: 0.0311878 | val_loss: 0.0311988 | Time: 2033.18 ms [2021-01-26 13:34:58 main:574] : INFO : Epoch 1737 | loss: 0.031187 | val_loss: 0.0312071 | Time: 2030.76 ms [2021-01-26 13:35:00 main:574] : INFO : Epoch 1738 | loss: 0.0311847 | val_loss: 0.0311998 | Time: 2037.94 ms [2021-01-26 13:35:02 main:574] : INFO : Epoch 1739 | loss: 0.031185 | val_loss: 0.0311998 | Time: 2034.33 ms [2021-01-26 13:35:04 main:574] : INFO : Epoch 1740 | loss: 0.0311847 | val_loss: 0.0311979 | Time: 2031.72 ms [2021-01-26 13:35:06 main:574] : INFO : Epoch 1741 | loss: 0.0311841 | val_loss: 0.0311979 | Time: 2032.03 ms [2021-01-26 13:35:08 main:574] : INFO : Epoch 1742 | loss: 0.0311864 | val_loss: 0.0311971 | Time: 2032.54 ms [2021-01-26 13:35:10 main:574] : INFO : Epoch 1743 | loss: 0.0311854 | val_loss: 0.0311984 | Time: 2033.35 ms [2021-01-26 13:35:12 main:574] : INFO : Epoch 1744 | loss: 0.031186 | val_loss: 0.031198 | Time: 2033.08 ms [2021-01-26 13:35:14 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.0311984 | Time: 2030.39 ms [2021-01-26 13:35:16 main:574] : INFO : Epoch 1746 | loss: 0.0311849 | val_loss: 0.0311963 | Time: 2032.66 ms [2021-01-26 13:35:18 main:574] : INFO : Epoch 1747 | loss: 0.0311852 | val_loss: 0.0311991 | Time: 2027.98 ms [2021-01-26 13:35:20 main:574] : INFO : Epoch 1748 | loss: 0.031185 | val_loss: 0.031198 | Time: 2030.85 ms [2021-01-26 13:35:22 main:574] : INFO : Epoch 1749 | loss: 0.0311841 | val_loss: 0.031196 | Time: 2033.56 ms [2021-01-26 13:35:25 main:574] : INFO : Epoch 1750 | loss: 0.0311839 | val_loss: 0.0311993 | Time: 2028.26 ms [2021-01-26 13:35:27 main:574] : INFO : Epoch 1751 | loss: 0.031186 | val_loss: 0.0312002 | Time: 2030.78 ms [2021-01-26 13:35:29 main:574] : INFO : Epoch 1752 | loss: 0.0311866 | val_loss: 0.0312075 | Time: 2031.55 ms [2021-01-26 13:35:31 main:574] : INFO : Epoch 1753 | loss: 0.0311854 | val_loss: 0.0311973 | Time: 2031.85 ms [2021-01-26 13:35:33 main:574] : INFO : Epoch 1754 | loss: 0.0311847 | val_loss: 0.0311968 | Time: 2033.84 ms [2021-01-26 13:35:35 main:574] : INFO : Epoch 1755 | loss: 0.0311886 | val_loss: 0.0311981 | Time: 2036.91 ms [2021-01-26 13:35:37 main:574] : INFO : Epoch 1756 | loss: 0.0311882 | val_loss: 0.0311986 | Time: 2030.39 ms [2021-01-26 13:35:39 main:574] : INFO : Epoch 1757 | loss: 0.0311872 | val_loss: 0.0311965 | Time: 2036.9 ms [2021-01-26 13:35:41 main:574] : INFO : Epoch 1758 | loss: 0.0311868 | val_loss: 0.0311968 | Time: 2051.68 ms [2021-01-26 13:35:43 main:574] : INFO : Epoch 1759 | loss: 0.0311885 | val_loss: 0.0311966 | Time: 2031.59 ms [2021-01-26 13:35:45 main:574] : INFO : Epoch 1760 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 2033.2 ms [2021-01-26 13:35:47 main:574] : INFO : Epoch 1761 | loss: 0.0311891 | val_loss: 0.0311941 | Time: 2037.03 ms [2021-01-26 13:35:49 main:574] : INFO : Epoch 1762 | loss: 0.0311885 | val_loss: 0.0311956 | Time: 2034.83 ms [2021-01-26 13:35:51 main:574] : INFO : Epoch 1763 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 2027.84 ms [2021-01-26 13:35:53 main:574] : INFO : Epoch 1764 | loss: 0.0311884 | val_loss: 0.0311953 | Time: 2033.15 ms [2021-01-26 13:35:55 main:574] : INFO : Epoch 1765 | loss: 0.0311893 | val_loss: 0.0311948 | Time: 2034.92 ms [2021-01-26 13:35:57 main:574] : INFO : Epoch 1766 | loss: 0.0311897 | val_loss: 0.0311965 | Time: 2032.69 ms [2021-01-26 13:35:59 main:574] : INFO : Epoch 1767 | loss: 0.03119 | val_loss: 0.0311956 | Time: 2031.48 ms [2021-01-26 13:36:01 main:574] : INFO : Epoch 1768 | loss: 0.0311896 | val_loss: 0.0311943 | Time: 2031.01 ms [2021-01-26 13:36:03 main:574] : INFO : Epoch 1769 | loss: 0.0311882 | val_loss: 0.0311949 | Time: 2028.08 ms [2021-01-26 13:36:05 main:574] : INFO : Epoch 1770 | loss: 0.0311889 | val_loss: 0.0311946 | Time: 2031.6 ms [2021-01-26 13:36:07 main:574] : INFO : Epoch 1771 | loss: 0.0311876 | val_loss: 0.0311956 | Time: 2029.08 ms [2021-01-26 13:36:09 main:574] : INFO : Epoch 1772 | loss: 0.0311865 | val_loss: 0.0312005 | Time: 2032.3 ms [2021-01-26 13:36:12 main:574] : INFO : Epoch 1773 | loss: 0.0311873 | val_loss: 0.0311946 | Time: 2034.27 ms [2021-01-26 13:36:14 main:574] : INFO : Epoch 1774 | loss: 0.0311867 | val_loss: 0.0311992 | Time: 2033.17 ms [2021-01-26 13:36:16 main:574] : INFO : Epoch 1775 | loss: 0.0311864 | val_loss: 0.0311979 | Time: 2035.32 ms [2021-01-26 13:36:18 main:574] : INFO : Epoch 1776 | loss: 0.031189 | val_loss: 0.0311955 | Time: 2031.8 ms [2021-01-26 13:36:20 main:574] : INFO : Epoch 1777 | loss: 0.0311883 | val_loss: 0.0311958 | Time: 2034.33 ms [2021-01-26 13:36:22 main:574] : INFO : Epoch 1778 | loss: 0.031186 | val_loss: 0.0311959 | Time: 2035.55 ms [2021-01-26 13:36:24 main:574] : INFO : Epoch 1779 | loss: 0.0311858 | val_loss: 0.0311971 | Time: 2032.79 ms [2021-01-26 13:36:26 main:574] : INFO : Epoch 1780 | loss: 0.0311882 | val_loss: 0.0311944 | Time: 2027.8 ms [2021-01-26 13:36:28 main:574] : INFO : Epoch 1781 | loss: 0.0311902 | val_loss: 0.0311973 | Time: 2035.37 ms [2021-01-26 13:36:30 main:574] : INFO : Epoch 1782 | loss: 0.0311899 | val_loss: 0.0311944 | Time: 2038.02 ms [2021-01-26 13:36:32 main:574] : INFO : Epoch 1783 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 2033.11 ms [2021-01-26 13:36:34 main:574] : INFO : Epoch 1784 | loss: 0.0311889 | val_loss: 0.0311945 | Time: 2032.11 ms [2021-01-26 13:36:36 main:574] : INFO : Epoch 1785 | loss: 0.0311896 | val_loss: 0.0311998 | Time: 2032.41 ms [2021-01-26 13:36:38 main:574] : INFO : Epoch 1786 | loss: 0.0311901 | val_loss: 0.0311937 | Time: 2036.73 ms [2021-01-26 13:36:40 main:574] : INFO : Epoch 1787 | loss: 0.0311872 | val_loss: 0.0311945 | Time: 2036.74 ms [2021-01-26 13:36:42 main:574] : INFO : Epoch 1788 | loss: 0.0311882 | val_loss: 0.031194 | Time: 2033.77 ms [2021-01-26 13:36:44 main:574] : INFO : Epoch 1789 | loss: 0.0311873 | val_loss: 0.0311958 | Time: 2035.79 ms [2021-01-26 13:36:46 main:574] : INFO : Epoch 1790 | loss: 0.0311872 | val_loss: 0.031194 | Time: 2032.06 ms [2021-01-26 13:36:48 main:574] : INFO : Epoch 1791 | loss: 0.0311881 | val_loss: 0.0311973 | Time: 2030.73 ms [2021-01-26 13:36:50 main:574] : INFO : Epoch 1792 | loss: 0.031189 | val_loss: 0.0311965 | Time: 2032.86 ms [2021-01-26 13:36:52 main:574] : INFO : Epoch 1793 | loss: 0.0311874 | val_loss: 0.0311939 | Time: 2027.04 ms [2021-01-26 13:36:54 main:574] : INFO : Epoch 1794 | loss: 0.031186 | val_loss: 0.0311949 | Time: 2029.11 ms [2021-01-26 13:36:57 main:574] : INFO : Epoch 1795 | loss: 0.0311864 | val_loss: 0.0311982 | Time: 2034.3 ms [2021-01-26 13:36:59 main:574] : INFO : Epoch 1796 | loss: 0.0311874 | val_loss: 0.0311979 | Time: 2032.01 ms [2021-01-26 13:37:01 main:574] : INFO : Epoch 1797 | loss: 0.0311889 | val_loss: 0.0311942 | Time: 2030.99 ms [2021-01-26 13:37:03 main:574] : INFO : Epoch 1798 | loss: 0.0311852 | val_loss: 0.0311956 | Time: 2031.01 ms [2021-01-26 13:37:05 main:574] : INFO : Epoch 1799 | loss: 0.0311858 | val_loss: 0.0311996 | Time: 2034.54 ms [2021-01-26 13:37:07 main:574] : INFO : Epoch 1800 | loss: 0.0311874 | val_loss: 0.0311943 | Time: 2031.78 ms [2021-01-26 13:37:09 main:574] : INFO : Epoch 1801 | loss: 0.0311877 | val_loss: 0.0311964 | Time: 2037.96 ms [2021-01-26 13:37:11 main:574] : INFO : Epoch 1802 | loss: 0.0311879 | val_loss: 0.0311975 | Time: 2027.01 ms [2021-01-26 13:37:13 main:574] : INFO : Epoch 1803 | loss: 0.0311866 | val_loss: 0.0312045 | Time: 2032.17 ms [2021-01-26 13:37:15 main:574] : INFO : Epoch 1804 | loss: 0.0311873 | val_loss: 0.0311953 | Time: 2038.09 ms [2021-01-26 13:37:17 main:574] : INFO : Epoch 1805 | loss: 0.0311856 | val_loss: 0.0311977 | Time: 2035.33 ms [2021-01-26 13:37:19 main:574] : INFO : Epoch 1806 | loss: 0.0311858 | val_loss: 0.0312 | Time: 2032.72 ms [2021-01-26 13:37:21 main:574] : INFO : Epoch 1807 | loss: 0.0311849 | val_loss: 0.0312005 | Time: 2035.14 ms [2021-01-26 13:37:23 main:574] : INFO : Epoch 1808 | loss: 0.0311863 | val_loss: 0.0312005 | Time: 2030.09 ms [2021-01-26 13:37:25 main:574] : INFO : Epoch 1809 | loss: 0.0311858 | val_loss: 0.0311945 | Time: 2038.25 ms [2021-01-26 13:37:27 main:574] : INFO : Epoch 1810 | loss: 0.0311855 | val_loss: 0.0311965 | Time: 2035.53 ms [2021-01-26 13:37:29 main:574] : INFO : Epoch 1811 | loss: 0.0311847 | val_loss: 0.0311958 | Time: 2032.9 ms [2021-01-26 13:37:31 main:574] : INFO : Epoch 1812 | loss: 0.0311846 | val_loss: 0.0311959 | Time: 2034.53 ms [2021-01-26 13:37:33 main:574] : INFO : Epoch 1813 | loss: 0.0311848 | val_loss: 0.0311946 | Time: 2034.01 ms [2021-01-26 13:37:35 main:574] : INFO : Epoch 1814 | loss: 0.0311849 | val_loss: 0.0311951 | Time: 2033.96 ms [2021-01-26 13:37:37 main:574] : INFO : Epoch 1815 | loss: 0.0311853 | val_loss: 0.031197 | Time: 2036.7 ms [2021-01-26 13:37:39 main:574] : INFO : Epoch 1816 | loss: 0.0311866 | val_loss: 0.0311938 | Time: 2031.44 ms [2021-01-26 13:37:41 main:574] : INFO : Epoch 1817 | loss: 0.0311882 | val_loss: 0.0311937 | Time: 2029.68 ms [2021-01-26 13:37:44 main:574] : INFO : Epoch 1818 | loss: 0.0311856 | val_loss: 0.0311981 | Time: 2029.4 ms [2021-01-26 13:37:46 main:574] : INFO : Epoch 1819 | loss: 0.031186 | val_loss: 0.0311941 | Time: 2029.54 ms [2021-01-26 13:37:48 main:574] : INFO : Epoch 1820 | loss: 0.0311856 | val_loss: 0.0311939 | Time: 2028.16 ms [2021-01-26 13:37:50 main:574] : INFO : Epoch 1821 | loss: 0.0311853 | val_loss: 0.0311954 | Time: 2037.33 ms [2021-01-26 13:37:52 main:574] : INFO : Epoch 1822 | loss: 0.0311856 | val_loss: 0.0311969 | Time: 2031.21 ms [2021-01-26 13:37:54 main:574] : INFO : Epoch 1823 | loss: 0.0311858 | val_loss: 0.0311955 | Time: 2029.25 ms [2021-01-26 13:37:56 main:574] : INFO : Epoch 1824 | loss: 0.0311885 | val_loss: 0.031196 | Time: 2028.43 ms [2021-01-26 13:37:58 main:574] : INFO : Epoch 1825 | loss: 0.0311894 | val_loss: 0.0311973 | Time: 2035.97 ms [2021-01-26 13:38:00 main:574] : INFO : Epoch 1826 | loss: 0.0311871 | val_loss: 0.0311966 | Time: 2031.54 ms [2021-01-26 13:38:02 main:574] : INFO : Epoch 1827 | loss: 0.0311847 | val_loss: 0.0312026 | Time: 2029.93 ms [2021-01-26 13:38:04 main:574] : INFO : Epoch 1828 | loss: 0.0311849 | val_loss: 0.0311953 | Time: 2034.6 ms [2021-01-26 13:38:06 main:574] : INFO : Epoch 1829 | loss: 0.031186 | val_loss: 0.031195 | Time: 2035.83 ms [2021-01-26 13:38:08 main:574] : INFO : Epoch 1830 | loss: 0.0311879 | val_loss: 0.0311958 | Time: 2033.39 ms [2021-01-26 13:38:10 main:574] : INFO : Epoch 1831 | loss: 0.0311862 | val_loss: 0.0311943 | Time: 2034.01 ms [2021-01-26 13:38:12 main:574] : INFO : Epoch 1832 | loss: 0.0311868 | val_loss: 0.0311959 | Time: 2031.59 ms [2021-01-26 13:38:14 main:574] : INFO : Epoch 1833 | loss: 0.0311855 | val_loss: 0.0311941 | Time: 2032.46 ms [2021-01-26 13:38:16 main:574] : INFO : Epoch 1834 | loss: 0.0311845 | val_loss: 0.0311983 | Time: 2027.19 ms [2021-01-26 13:38:18 main:574] : INFO : Epoch 1835 | loss: 0.0311849 | val_loss: 0.0311946 | Time: 2030.55 ms [2021-01-26 13:38:20 main:574] : INFO : Epoch 1836 | loss: 0.0311847 | val_loss: 0.0311977 | Time: 2033.13 ms [2021-01-26 13:38:22 main:574] : INFO : Epoch 1837 | loss: 0.0311834 | val_loss: 0.0311938 | Time: 2033.94 ms [2021-01-26 13:38:24 main:574] : INFO : Epoch 1838 | loss: 0.0311861 | val_loss: 0.0311952 | Time: 2027.98 ms [2021-01-26 13:38:26 main:574] : INFO : Epoch 1839 | loss: 0.0311872 | val_loss: 0.0311969 | Time: 2033.24 ms [2021-01-26 13:38:28 main:574] : INFO : Epoch 1840 | loss: 0.0311851 | val_loss: 0.0311946 | Time: 2032.4 ms [2021-01-26 13:38:30 main:574] : INFO : Epoch 1841 | loss: 0.0311829 | val_loss: 0.0311996 | Time: 2034.62 ms [2021-01-26 13:38:33 main:574] : INFO : Epoch 1842 | loss: 0.0311833 | val_loss: 0.0311969 | Time: 2032.32 ms [2021-01-26 13:38:35 main:574] : INFO : Epoch 1843 | loss: 0.0311839 | val_loss: 0.0311952 | Time: 2047.22 ms [2021-01-26 13:38:37 main:574] : INFO : Epoch 1844 | loss: 0.0311828 | val_loss: 0.0311939 | Time: 2037.37 ms [2021-01-26 13:38:39 main:574] : INFO : Epoch 1845 | loss: 0.0311833 | val_loss: 0.031198 | Time: 2032.18 ms [2021-01-26 13:38:41 main:574] : INFO : Epoch 1846 | loss: 0.0311838 | val_loss: 0.0311989 | Time: 2033.32 ms [2021-01-26 13:38:43 main:574] : INFO : Epoch 1847 | loss: 0.0311834 | val_loss: 0.0311933 | Time: 2030.61 ms [2021-01-26 13:38:45 main:574] : INFO : Epoch 1848 | loss: 0.0311834 | val_loss: 0.0311955 | Time: 2037.13 ms [2021-01-26 13:38:47 main:574] : INFO : Epoch 1849 | loss: 0.0311819 | val_loss: 0.0311953 | Time: 2030.4 ms [2021-01-26 13:38:49 main:574] : INFO : Epoch 1850 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 2032.21 ms [2021-01-26 13:38:51 main:574] : INFO : Epoch 1851 | loss: 0.0311833 | val_loss: 0.0311942 | Time: 2039.59 ms [2021-01-26 13:38:53 main:574] : INFO : Epoch 1852 | loss: 0.031184 | val_loss: 0.0311947 | Time: 2038.73 ms [2021-01-26 13:38:55 main:574] : INFO : Epoch 1853 | loss: 0.0311825 | val_loss: 0.0312009 | Time: 2031.19 ms [2021-01-26 13:38:57 main:574] : INFO : Epoch 1854 | loss: 0.0311843 | val_loss: 0.0311987 | Time: 2034.14 ms [2021-01-26 13:38:59 main:574] : INFO : Epoch 1855 | loss: 0.0311832 | val_loss: 0.0311956 | Time: 2033.98 ms [2021-01-26 13:39:01 main:574] : INFO : Epoch 1856 | loss: 0.031182 | val_loss: 0.0311972 | Time: 2036.93 ms [2021-01-26 13:39:03 main:574] : INFO : Epoch 1857 | loss: 0.0311826 | val_loss: 0.0311956 | Time: 2030.72 ms [2021-01-26 13:39:05 main:574] : INFO : Epoch 1858 | loss: 0.031184 | val_loss: 0.0312001 | Time: 2034.72 ms [2021-01-26 13:39:07 main:574] : INFO : Epoch 1859 | loss: 0.031182 | val_loss: 0.0311955 | Time: 2038.65 ms [2021-01-26 13:39:09 main:574] : INFO : Epoch 1860 | loss: 0.0311818 | val_loss: 0.0311948 | Time: 2038.33 ms [2021-01-26 13:39:11 main:574] : INFO : Epoch 1861 | loss: 0.0311811 | val_loss: 0.0311957 | Time: 2031.52 ms [2021-01-26 13:39:13 main:574] : INFO : Epoch 1862 | loss: 0.031181 | val_loss: 0.0311997 | Time: 2032.5 ms [2021-01-26 13:39:16 main:574] : INFO : Epoch 1863 | loss: 0.0311826 | val_loss: 0.0311986 | Time: 2033.08 ms [2021-01-26 13:39:18 main:574] : INFO : Epoch 1864 | loss: 0.0311822 | val_loss: 0.0311978 | Time: 2032.58 ms [2021-01-26 13:39:20 main:574] : INFO : Epoch 1865 | loss: 0.0311809 | val_loss: 0.0311965 | Time: 2036.76 ms [2021-01-26 13:39:22 main:574] : INFO : Epoch 1866 | loss: 0.0311809 | val_loss: 0.0311982 | Time: 2033 ms [2021-01-26 13:39:24 main:574] : INFO : Epoch 1867 | loss: 0.0311819 | val_loss: 0.0311962 | Time: 2034.74 ms [2021-01-26 13:39:26 main:574] : INFO : Epoch 1868 | loss: 0.0311815 | val_loss: 0.0311962 | Time: 2035.88 ms [2021-01-26 13:39:28 main:574] : INFO : Epoch 1869 | loss: 0.0311814 | val_loss: 0.0311955 | Time: 2029.71 ms [2021-01-26 13:39:30 main:574] : INFO : Epoch 1870 | loss: 0.0311815 | val_loss: 0.031194 | Time: 2037.98 ms [2021-01-26 13:39:32 main:574] : INFO : Epoch 1871 | loss: 0.0311811 | val_loss: 0.0311954 | Time: 2036.1 ms [2021-01-26 13:39:34 main:574] : INFO : Epoch 1872 | loss: 0.0311818 | val_loss: 0.0311994 | Time: 2034.36 ms [2021-01-26 13:39:36 main:574] : INFO : Epoch 1873 | loss: 0.0311829 | val_loss: 0.0312002 | Time: 2033.66 ms [2021-01-26 13:39:38 main:574] : INFO : Epoch 1874 | loss: 0.031184 | val_loss: 0.0311943 | Time: 2035.72 ms [2021-01-26 13:39:40 main:574] : INFO : Epoch 1875 | loss: 0.031182 | val_loss: 0.0311975 | Time: 2033.17 ms [2021-01-26 13:39:42 main:574] : INFO : Epoch 1876 | loss: 0.0311825 | val_loss: 0.0311964 | Time: 2036.38 ms [2021-01-26 13:39:44 main:574] : INFO : Epoch 1877 | loss: 0.0311821 | val_loss: 0.0311939 | Time: 2036.46 ms [2021-01-26 13:39:46 main:574] : INFO : Epoch 1878 | loss: 0.0311818 | val_loss: 0.0311953 | Time: 2039.2 ms [2021-01-26 13:39:48 main:574] : INFO : Epoch 1879 | loss: 0.0311807 | val_loss: 0.031196 | Time: 2034.05 ms [2021-01-26 13:39:50 main:574] : INFO : Epoch 1880 | loss: 0.0311803 | val_loss: 0.0311949 | Time: 2031.56 ms [2021-01-26 13:39:52 main:574] : INFO : Epoch 1881 | loss: 0.0311812 | val_loss: 0.0311981 | Time: 2032.05 ms [2021-01-26 13:39:54 main:574] : INFO : Epoch 1882 | loss: 0.0311825 | val_loss: 0.0311986 | Time: 2031.59 ms [2021-01-26 13:39:56 main:574] : INFO : Epoch 1883 | loss: 0.0311806 | val_loss: 0.0311956 | Time: 2027.34 ms [2021-01-26 13:39:58 main:574] : INFO : Epoch 1884 | loss: 0.0311802 | val_loss: 0.0311959 | Time: 2031.85 ms [2021-01-26 13:40:01 main:574] : INFO : Epoch 1885 | loss: 0.0311812 | val_loss: 0.031198 | Time: 2032.71 ms [2021-01-26 13:40:03 main:574] : INFO : Epoch 1886 | loss: 0.0311804 | val_loss: 0.0311969 | Time: 2034.48 ms [2021-01-26 13:40:05 main:574] : INFO : Epoch 1887 | loss: 0.0311807 | val_loss: 0.0312039 | Time: 2037.97 ms [2021-01-26 13:40:07 main:574] : INFO : Epoch 1888 | loss: 0.031181 | val_loss: 0.0311958 | Time: 2032.62 ms [2021-01-26 13:40:09 main:574] : INFO : Epoch 1889 | loss: 0.0311807 | val_loss: 0.0311965 | Time: 2032.99 ms [2021-01-26 13:40:11 main:574] : INFO : Epoch 1890 | loss: 0.0311803 | val_loss: 0.0311957 | Time: 2032.68 ms [2021-01-26 13:40:13 main:574] : INFO : Epoch 1891 | loss: 0.0311803 | val_loss: 0.0311956 | Time: 2034.2 ms [2021-01-26 13:40:15 main:574] : INFO : Epoch 1892 | loss: 0.0311795 | val_loss: 0.0311948 | Time: 2040.89 ms [2021-01-26 13:40:17 main:574] : INFO : Epoch 1893 | loss: 0.0311803 | val_loss: 0.0311962 | Time: 2025.01 ms [2021-01-26 13:40:19 main:574] : INFO : Epoch 1894 | loss: 0.0311806 | val_loss: 0.0311952 | Time: 2036.05 ms [2021-01-26 13:40:21 main:574] : INFO : Epoch 1895 | loss: 0.0311808 | val_loss: 0.0311944 | Time: 2028.22 ms [2021-01-26 13:40:23 main:574] : INFO : Epoch 1896 | loss: 0.0311805 | val_loss: 0.0311963 | Time: 2032.96 ms [2021-01-26 13:40:25 main:574] : INFO : Epoch 1897 | loss: 0.0311815 | val_loss: 0.0311962 | Time: 2033.43 ms [2021-01-26 13:40:27 main:574] : INFO : Epoch 1898 | loss: 0.0311815 | val_loss: 0.0311941 | Time: 2038.95 ms [2021-01-26 13:40:29 main:574] : INFO : Epoch 1899 | loss: 0.031181 | val_loss: 0.0311946 | Time: 2033.8 ms [2021-01-26 13:40:31 main:574] : INFO : Epoch 1900 | loss: 0.0311813 | val_loss: 0.0311938 | Time: 2032.51 ms [2021-01-26 13:40:33 main:574] : INFO : Epoch 1901 | loss: 0.0311802 | val_loss: 0.0311984 | Time: 2031.46 ms [2021-01-26 13:40:35 main:574] : INFO : Epoch 1902 | loss: 0.0311803 | val_loss: 0.0311942 | Time: 2034.13 ms [2021-01-26 13:40:37 main:574] : INFO : Epoch 1903 | loss: 0.0311809 | val_loss: 0.031195 | Time: 2030.75 ms [2021-01-26 13:40:39 main:574] : INFO : Epoch 1904 | loss: 0.0311809 | val_loss: 0.0311945 | Time: 2032.34 ms [2021-01-26 13:40:41 main:574] : INFO : Epoch 1905 | loss: 0.0311798 | val_loss: 0.0311959 | Time: 2034.8 ms [2021-01-26 13:40:43 main:574] : INFO : Epoch 1906 | loss: 0.0311823 | val_loss: 0.0312082 | Time: 2033.26 ms [2021-01-26 13:40:45 main:574] : INFO : Epoch 1907 | loss: 0.031184 | val_loss: 0.0312004 | Time: 2034.46 ms [2021-01-26 13:40:48 main:574] : INFO : Epoch 1908 | loss: 0.0311867 | val_loss: 0.0312016 | Time: 2027.51 ms [2021-01-26 13:40:50 main:574] : INFO : Epoch 1909 | loss: 0.0311822 | val_loss: 0.0311986 | Time: 2034.03 ms [2021-01-26 13:40:52 main:574] : INFO : Epoch 1910 | loss: 0.0311813 | val_loss: 0.0311958 | Time: 2033.37 ms [2021-01-26 13:40:54 main:574] : INFO : Epoch 1911 | loss: 0.0311815 | val_loss: 0.0311951 | Time: 2037.3 ms [2021-01-26 13:40:56 main:574] : INFO : Epoch 1912 | loss: 0.0311813 | val_loss: 0.0311983 | Time: 2033.33 ms [2021-01-26 13:40:58 main:574] : INFO : Epoch 1913 | loss: 0.0311813 | val_loss: 0.0312029 | Time: 2029.44 ms [2021-01-26 13:41:00 main:574] : INFO : Epoch 1914 | loss: 0.0311815 | val_loss: 0.0311967 | Time: 2035.98 ms [2021-01-26 13:41:02 main:574] : INFO : Epoch 1915 | loss: 0.0311815 | val_loss: 0.0311971 | Time: 2036.64 ms [2021-01-26 13:41:04 main:574] : INFO : Epoch 1916 | loss: 0.0311826 | val_loss: 0.0312003 | Time: 2035.1 ms [2021-01-26 13:41:06 main:574] : INFO : Epoch 1917 | loss: 0.0311816 | val_loss: 0.0311967 | Time: 2033.76 ms [2021-01-26 13:41:08 main:574] : INFO : Epoch 1918 | loss: 0.0311816 | val_loss: 0.0311944 | Time: 2034.76 ms [2021-01-26 13:41:10 main:574] : INFO : Epoch 1919 | loss: 0.0311803 | val_loss: 0.0311955 | Time: 2035.55 ms [2021-01-26 13:41:12 main:574] : INFO : Epoch 1920 | loss: 0.0311798 | val_loss: 0.0311963 | Time: 2032.52 ms [2021-01-26 13:41:14 main:574] : INFO : Epoch 1921 | loss: 0.0311815 | val_loss: 0.0311958 | Time: 2034.26 ms [2021-01-26 13:41:16 main:574] : INFO : Epoch 1922 | loss: 0.0311813 | val_loss: 0.0311955 | Time: 2034.68 ms [2021-01-26 13:41:18 main:574] : INFO : Epoch 1923 | loss: 0.0311811 | val_loss: 0.0311967 | Time: 2027.17 ms [2021-01-26 13:41:20 main:574] : INFO : Epoch 1924 | loss: 0.0311811 | val_loss: 0.0311972 | Time: 2030.27 ms [2021-01-26 13:41:22 main:574] : INFO : Epoch 1925 | loss: 0.0311806 | val_loss: 0.0311942 | Time: 2034.36 ms [2021-01-26 13:41:24 main:574] : INFO : Epoch 1926 | loss: 0.0311821 | val_loss: 0.0311955 | Time: 2031.06 ms [2021-01-26 13:41:26 main:574] : INFO : Epoch 1927 | loss: 0.0311853 | val_loss: 0.0311947 | Time: 2038.49 ms [2021-01-26 13:41:28 main:574] : INFO : Epoch 1928 | loss: 0.0311848 | val_loss: 0.031193 | Time: 2031.4 ms [2021-01-26 13:41:30 main:574] : INFO : Epoch 1929 | loss: 0.0311851 | val_loss: 0.0311936 | Time: 2034.35 ms [2021-01-26 13:41:32 main:574] : INFO : Epoch 1930 | loss: 0.0311822 | val_loss: 0.0311969 | Time: 2029.05 ms [2021-01-26 13:41:35 main:574] : INFO : Epoch 1931 | loss: 0.0311826 | val_loss: 0.0311971 | Time: 2034.1 ms [2021-01-26 13:41:37 main:574] : INFO : Epoch 1932 | loss: 0.0311844 | val_loss: 0.0311975 | Time: 2032.8 ms [2021-01-26 13:41:39 main:574] : INFO : Epoch 1933 | loss: 0.0311853 | val_loss: 0.0311981 | Time: 2033.5 ms [2021-01-26 13:41:41 main:574] : INFO : Epoch 1934 | loss: 0.0311833 | val_loss: 0.0311954 | Time: 2031.7 ms [2021-01-26 13:41:43 main:574] : INFO : Epoch 1935 | loss: 0.0311818 | val_loss: 0.0311972 | Time: 2044.75 ms [2021-01-26 13:41:45 main:574] : INFO : Epoch 1936 | loss: 0.0311813 | val_loss: 0.031197 | Time: 2038.07 ms [2021-01-26 13:41:47 main:574] : INFO : Epoch 1937 | loss: 0.0311807 | val_loss: 0.0311976 | Time: 2034.27 ms [2021-01-26 13:41:49 main:574] : INFO : Epoch 1938 | loss: 0.0311828 | val_loss: 0.0312037 | Time: 2032.05 ms [2021-01-26 13:41:51 main:574] : INFO : Epoch 1939 | loss: 0.0311813 | val_loss: 0.0311975 | Time: 2033.7 ms [2021-01-26 13:41:53 main:574] : INFO : Epoch 1940 | loss: 0.0311807 | val_loss: 0.031202 | Time: 2035.24 ms [2021-01-26 13:41:55 main:574] : INFO : Epoch 1941 | loss: 0.0311816 | val_loss: 0.0311964 | Time: 2031.19 ms [2021-01-26 13:41:57 main:574] : INFO : Epoch 1942 | loss: 0.0311813 | val_loss: 0.0311983 | Time: 2036.05 ms [2021-01-26 13:41:59 main:574] : INFO : Epoch 1943 | loss: 0.0311807 | val_loss: 0.0312013 | Time: 2036.16 ms [2021-01-26 13:42:01 main:574] : INFO : Epoch 1944 | loss: 0.0311809 | val_loss: 0.0311998 | Time: 2035.11 ms [2021-01-26 13:42:03 main:574] : INFO : Epoch 1945 | loss: 0.0311817 | val_loss: 0.0311955 | Time: 2034.08 ms [2021-01-26 13:42:05 main:574] : INFO : Epoch 1946 | loss: 0.0311839 | val_loss: 0.0311992 | Time: 2036.47 ms [2021-01-26 13:42:07 main:574] : INFO : Epoch 1947 | loss: 0.0311827 | val_loss: 0.0311971 | Time: 2029.08 ms [2021-01-26 13:42:09 main:574] : INFO : Epoch 1948 | loss: 0.0311819 | val_loss: 0.0312014 | Time: 2034.26 ms [2021-01-26 13:42:11 main:574] : INFO : Epoch 1949 | loss: 0.0311813 | val_loss: 0.0311964 | Time: 2034.88 ms [2021-01-26 13:42:13 main:574] : INFO : Epoch 1950 | loss: 0.0311825 | val_loss: 0.0311985 | Time: 2029.56 ms [2021-01-26 13:42:15 main:574] : INFO : Epoch 1951 | loss: 0.0311816 | val_loss: 0.0311979 | Time: 2038.9 ms [2021-01-26 13:42:17 main:574] : INFO : Epoch 1952 | loss: 0.0311829 | val_loss: 0.0312016 | Time: 2038.65 ms [2021-01-26 13:42:20 main:574] : INFO : Epoch 1953 | loss: 0.031184 | val_loss: 0.0312019 | Time: 2026.34 ms [2021-01-26 13:42:22 main:574] : INFO : Epoch 1954 | loss: 0.0311842 | val_loss: 0.0311991 | Time: 2035.59 ms [2021-01-26 13:42:24 main:574] : INFO : Epoch 1955 | loss: 0.0311832 | val_loss: 0.0312002 | Time: 2031.37 ms [2021-01-26 13:42:26 main:574] : INFO : Epoch 1956 | loss: 0.0311834 | val_loss: 0.0311968 | Time: 2034.68 ms [2021-01-26 13:42:28 main:574] : INFO : Epoch 1957 | loss: 0.0311832 | val_loss: 0.031197 | Time: 2028.59 ms [2021-01-26 13:42:30 main:574] : INFO : Epoch 1958 | loss: 0.0311836 | val_loss: 0.0311957 | Time: 2035.28 ms [2021-01-26 13:42:32 main:574] : INFO : Epoch 1959 | loss: 0.0311821 | val_loss: 0.0312001 | Time: 2033.09 ms [2021-01-26 13:42:34 main:574] : INFO : Epoch 1960 | loss: 0.0311841 | val_loss: 0.0311952 | Time: 2035.53 ms [2021-01-26 13:42:36 main:574] : INFO : Epoch 1961 | loss: 0.0311971 | val_loss: 0.0312043 | Time: 2027.75 ms [2021-01-26 13:42:38 main:574] : INFO : Epoch 1962 | loss: 0.0312028 | val_loss: 0.0312039 | Time: 2033.8 ms [2021-01-26 13:42:40 main:574] : INFO : Epoch 1963 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 2032.3 ms [2021-01-26 13:42:42 main:574] : INFO : Epoch 1964 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 2032.24 ms [2021-01-26 13:42:44 main:574] : INFO : Epoch 1965 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 2036.09 ms [2021-01-26 13:42:46 main:574] : INFO : Epoch 1966 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 2036.1 ms [2021-01-26 13:42:48 main:574] : INFO : Epoch 1967 | loss: 0.0311858 | val_loss: 0.0311915 | Time: 2037.21 ms [2021-01-26 13:42:50 main:574] : INFO : Epoch 1968 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 2035.47 ms [2021-01-26 13:42:52 main:574] : INFO : Epoch 1969 | loss: 0.0311831 | val_loss: 0.0311898 | Time: 2030.89 ms [2021-01-26 13:42:54 main:574] : INFO : Epoch 1970 | loss: 0.031183 | val_loss: 0.0311922 | Time: 2036.45 ms [2021-01-26 13:42:56 main:574] : INFO : Epoch 1971 | loss: 0.0311828 | val_loss: 0.031193 | Time: 2034.85 ms [2021-01-26 13:42:58 main:574] : INFO : Epoch 1972 | loss: 0.0311821 | val_loss: 0.031193 | Time: 2033.86 ms [2021-01-26 13:43:00 main:574] : INFO : Epoch 1973 | loss: 0.0311867 | val_loss: 0.0311939 | Time: 2033.42 ms [2021-01-26 13:43:02 main:574] : INFO : Epoch 1974 | loss: 0.0311917 | val_loss: 0.0311951 | Time: 2037.28 ms [2021-01-26 13:43:04 main:574] : INFO : Epoch 1975 | loss: 0.0311914 | val_loss: 0.031194 | Time: 2034.96 ms [2021-01-26 13:43:07 main:574] : INFO : Epoch 1976 | loss: 0.0311889 | val_loss: 0.031194 | Time: 2034.58 ms [2021-01-26 13:43:09 main:574] : INFO : Epoch 1977 | loss: 0.0311883 | val_loss: 0.031194 | Time: 2031.63 ms [2021-01-26 13:43:11 main:574] : INFO : Epoch 1978 | loss: 0.0311869 | val_loss: 0.0311949 | Time: 2027.17 ms [2021-01-26 13:43:13 main:574] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311951 | Time: 2033.82 ms [2021-01-26 13:43:15 main:574] : INFO : Epoch 1980 | loss: 0.031188 | val_loss: 0.0311959 | Time: 2029.76 ms [2021-01-26 13:43:17 main:574] : INFO : Epoch 1981 | loss: 0.0311853 | val_loss: 0.0311949 | Time: 2028.42 ms [2021-01-26 13:43:19 main:574] : INFO : Epoch 1982 | loss: 0.0311996 | val_loss: 0.0312636 | Time: 2030.09 ms [2021-01-26 13:43:21 main:574] : INFO : Epoch 1983 | loss: 0.0330294 | val_loss: 0.0321847 | Time: 2033.49 ms [2021-01-26 13:43:23 main:574] : INFO : Epoch 1984 | loss: 0.036126 | val_loss: 0.0329597 | Time: 2033.33 ms [2021-01-26 13:43:25 main:574] : INFO : Epoch 1985 | loss: 0.0320175 | val_loss: 0.0313649 | Time: 2029.24 ms [2021-01-26 13:43:27 main:574] : INFO : Epoch 1986 | loss: 0.0313522 | val_loss: 0.0312873 | Time: 2035.95 ms [2021-01-26 13:43:29 main:574] : INFO : Epoch 1987 | loss: 0.0312648 | val_loss: 0.0312504 | Time: 2031.51 ms [2021-01-26 13:43:31 main:574] : INFO : Epoch 1988 | loss: 0.0312445 | val_loss: 0.0312381 | Time: 2034.81 ms [2021-01-26 13:43:33 main:574] : INFO : Epoch 1989 | loss: 0.0312381 | val_loss: 0.0312341 | Time: 2034.36 ms [2021-01-26 13:43:35 main:574] : INFO : Epoch 1990 | loss: 0.0312344 | val_loss: 0.0312318 | Time: 2036.11 ms [2021-01-26 13:43:37 main:574] : INFO : Epoch 1991 | loss: 0.0312319 | val_loss: 0.0312276 | Time: 2034.05 ms [2021-01-26 13:43:39 main:574] : INFO : Epoch 1992 | loss: 0.0312296 | val_loss: 0.0312252 | Time: 2033.42 ms [2021-01-26 13:43:41 main:574] : INFO : Epoch 1993 | loss: 0.0312287 | val_loss: 0.0312236 | Time: 2039.7 ms [2021-01-26 13:43:43 main:574] : INFO : Epoch 1994 | loss: 0.031227 | val_loss: 0.0312228 | Time: 2038.38 ms [2021-01-26 13:43:45 main:574] : INFO : Epoch 1995 | loss: 0.0312266 | val_loss: 0.0312225 | Time: 2034.91 ms [2021-01-26 13:43:47 main:574] : INFO : Epoch 1996 | loss: 0.031226 | val_loss: 0.0312207 | Time: 2029.95 ms [2021-01-26 13:43:49 main:574] : INFO : Epoch 1997 | loss: 0.0312254 | val_loss: 0.0312234 | Time: 2036.28 ms [2021-01-26 13:43:52 main:574] : INFO : Epoch 1998 | loss: 0.0312256 | val_loss: 0.0312196 | Time: 2034.24 ms [2021-01-26 13:43:54 main:574] : INFO : Epoch 1999 | loss: 0.031224 | val_loss: 0.0312196 | Time: 2030.61 ms [2021-01-26 13:43:56 main:574] : INFO : Epoch 2000 | loss: 0.0312235 | val_loss: 0.0312187 | Time: 2033.6 ms [2021-01-26 13:43:58 main:574] : INFO : Epoch 2001 | loss: 0.031223 | val_loss: 0.0312186 | Time: 2031.85 ms [2021-01-26 13:44:00 main:574] : INFO : Epoch 2002 | loss: 0.0312211 | val_loss: 0.0312178 | Time: 2036.7 ms [2021-01-26 13:44:02 main:574] : INFO : Epoch 2003 | loss: 0.0312204 | val_loss: 0.0312202 | Time: 2035.6 ms [2021-01-26 13:44:04 main:574] : INFO : Epoch 2004 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2033.99 ms [2021-01-26 13:44:06 main:574] : INFO : Epoch 2005 | loss: 0.0312193 | val_loss: 0.0312174 | Time: 2033.32 ms [2021-01-26 13:44:08 main:574] : INFO : Epoch 2006 | loss: 0.0312191 | val_loss: 0.0312166 | Time: 2038.1 ms [2021-01-26 13:44:10 main:574] : INFO : Epoch 2007 | loss: 0.0312183 | val_loss: 0.0312158 | Time: 2033.46 ms [2021-01-26 13:44:12 main:574] : INFO : Epoch 2008 | loss: 0.0312187 | val_loss: 0.031216 | Time: 2034.64 ms [2021-01-26 13:44:14 main:574] : INFO : Epoch 2009 | loss: 0.0312173 | val_loss: 0.0312163 | Time: 2038.62 ms [2021-01-26 13:44:16 main:574] : INFO : Epoch 2010 | loss: 0.0312169 | val_loss: 0.0312139 | Time: 2035.97 ms [2021-01-26 13:44:18 main:574] : INFO : Epoch 2011 | loss: 0.0312162 | val_loss: 0.0312139 | Time: 2035.15 ms [2021-01-26 13:44:20 main:574] : INFO : Epoch 2012 | loss: 0.0312158 | val_loss: 0.0312147 | Time: 2036.43 ms [2021-01-26 13:44:22 main:574] : INFO : Epoch 2013 | loss: 0.0312166 | val_loss: 0.0312151 | Time: 2033.32 ms [2021-01-26 13:44:24 main:574] : INFO : Epoch 2014 | loss: 0.0312151 | val_loss: 0.0312166 | Time: 2029.58 ms [2021-01-26 13:44:26 main:574] : INFO : Epoch 2015 | loss: 0.0312143 | val_loss: 0.0312129 | Time: 2030.85 ms [2021-01-26 13:44:28 main:574] : INFO : Epoch 2016 | loss: 0.031213 | val_loss: 0.0312118 | Time: 2031.95 ms [2021-01-26 13:44:30 main:574] : INFO : Epoch 2017 | loss: 0.0312133 | val_loss: 0.0312113 | Time: 2032.58 ms [2021-01-26 13:44:32 main:574] : INFO : Epoch 2018 | loss: 0.0312123 | val_loss: 0.0312115 | Time: 2033.57 ms [2021-01-26 13:44:34 main:574] : INFO : Epoch 2019 | loss: 0.0312133 | val_loss: 0.0312106 | Time: 2031.5 ms [2021-01-26 13:44:37 main:574] : INFO : Epoch 2020 | loss: 0.0312125 | val_loss: 0.0312098 | Time: 2094.33 ms [2021-01-26 13:44:39 main:574] : INFO : Epoch 2021 | loss: 0.031211 | val_loss: 0.0312101 | Time: 2035.51 ms [2021-01-26 13:44:41 main:574] : INFO : Epoch 2022 | loss: 0.0312111 | val_loss: 0.0312095 | Time: 2037.54 ms [2021-01-26 13:44:43 main:574] : INFO : Epoch 2023 | loss: 0.0312118 | val_loss: 0.0312116 | Time: 2034.39 ms [2021-01-26 13:44:45 main:574] : INFO : Epoch 2024 | loss: 0.0312123 | val_loss: 0.031209 | Time: 2032.96 ms [2021-01-26 13:44:47 main:574] : INFO : Epoch 2025 | loss: 0.0312129 | val_loss: 0.0312097 | Time: 2027.72 ms [2021-01-26 13:44:49 main:574] : INFO : Epoch 2026 | loss: 0.0312123 | val_loss: 0.031213 | Time: 2031.45 ms [2021-01-26 13:44:51 main:574] : INFO : Epoch 2027 | loss: 0.0312127 | val_loss: 0.0312102 | Time: 2033.51 ms [2021-01-26 13:44:53 main:574] : INFO : Epoch 2028 | loss: 0.0312105 | val_loss: 0.0312089 | Time: 2035.08 ms [2021-01-26 13:44:55 main:574] : INFO : Epoch 2029 | loss: 0.0312106 | val_loss: 0.0312093 | Time: 2036.29 ms [2021-01-26 13:44:57 main:574] : INFO : Epoch 2030 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 2034.13 ms [2021-01-26 13:44:59 main:574] : INFO : Epoch 2031 | loss: 0.0312115 | val_loss: 0.0312116 | Time: 2033.49 ms [2021-01-26 13:45:01 main:574] : INFO : Epoch 2032 | loss: 0.0312131 | val_loss: 0.0312079 | Time: 2032.6 ms [2021-01-26 13:45:03 main:574] : INFO : Epoch 2033 | loss: 0.0312099 | val_loss: 0.0312084 | Time: 2036.89 ms [2021-01-26 13:45:05 main:574] : INFO : Epoch 2034 | loss: 0.0312105 | val_loss: 0.0312111 | Time: 2034.13 ms [2021-01-26 13:45:07 main:574] : INFO : Epoch 2035 | loss: 0.0312101 | val_loss: 0.031208 | Time: 2029.47 ms [2021-01-26 13:45:09 main:574] : INFO : Epoch 2036 | loss: 0.031211 | val_loss: 0.0312147 | Time: 2036.77 ms [2021-01-26 13:45:11 main:574] : INFO : Epoch 2037 | loss: 0.0312131 | val_loss: 0.031211 | Time: 2032.09 ms [2021-01-26 13:45:13 main:574] : INFO : Epoch 2038 | loss: 0.0312109 | val_loss: 0.0312086 | Time: 2034.62 ms [2021-01-26 13:45:15 main:574] : INFO : Epoch 2039 | loss: 0.0312097 | val_loss: 0.0312088 | Time: 2027.26 ms [2021-01-26 13:45:17 main:574] : INFO : Epoch 2040 | loss: 0.0312096 | val_loss: 0.031209 | Time: 2035.9 ms [2021-01-26 13:45:19 main:574] : INFO : Epoch 2041 | loss: 0.0312101 | val_loss: 0.0312087 | Time: 2034.23 ms [2021-01-26 13:45:22 main:574] : INFO : Epoch 2042 | loss: 0.0312102 | val_loss: 0.0312111 | Time: 2034.64 ms [2021-01-26 13:45:24 main:574] : INFO : Epoch 2043 | loss: 0.0312101 | val_loss: 0.0312081 | Time: 2030.81 ms [2021-01-26 13:45:26 main:574] : INFO : Epoch 2044 | loss: 0.0312093 | val_loss: 0.0312086 | Time: 2035.64 ms [2021-01-26 13:45:28 main:574] : INFO : Epoch 2045 | loss: 0.0312094 | val_loss: 0.0312104 | Time: 2035.1 ms [2021-01-26 13:45:30 main:574] : INFO : Epoch 2046 | loss: 0.0312105 | val_loss: 0.0312077 | Time: 2033.64 ms [2021-01-26 13:45:32 main:574] : INFO : Epoch 2047 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 2041.88 ms [2021-01-26 13:45:34 main:574] : INFO : Epoch 2048 | loss: 0.0312102 | val_loss: 0.0312086 | Time: 2036.75 ms [2021-01-26 13:45:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312086 [2021-01-26 13:45:34 main:603] : INFO : Saving end state to config to file [2021-01-26 13:45:34 main:608] : INFO : Success, exiting.. 13:45:34 (27548): 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)