Task 5683341
| Name | ParityMachine-1625431283-2022-1_0 |
| Workunit | 3522002 |
| Created | 6 Jul 2021, 16:19:03 UTC |
| Sent | 12 Jul 2021, 3:08:58 UTC |
| Report deadline | 19 Jul 2021, 3:08:58 UTC |
| Received | 12 Jul 2021, 14:44:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 5 hours 1 min 16 sec |
| CPU time | 5 hours 0 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.030998 | val_loss: 0.0312444 | Time: 8823.31 ms
[2021-07-12 15:30:11 main:574] : INFO : Epoch 1543 | loss: 0.0310112 | val_loss: 0.0312594 | Time: 8825.27 ms
[2021-07-12 15:30:20 main:574] : INFO : Epoch 1544 | loss: 0.0310003 | val_loss: 0.0312548 | Time: 8833.49 ms
[2021-07-12 15:30:29 main:574] : INFO : Epoch 1545 | loss: 0.0309897 | val_loss: 0.031296 | Time: 8821.41 ms
[2021-07-12 15:30:38 main:574] : INFO : Epoch 1546 | loss: 0.0309851 | val_loss: 0.0312561 | Time: 8836.05 ms
[2021-07-12 15:30:47 main:574] : INFO : Epoch 1547 | loss: 0.0309895 | val_loss: 0.0312942 | Time: 8818.32 ms
[2021-07-12 15:30:56 main:574] : INFO : Epoch 1548 | loss: 0.0309927 | val_loss: 0.0312746 | Time: 8840.24 ms
[2021-07-12 15:31:05 main:574] : INFO : Epoch 1549 | loss: 0.0309899 | val_loss: 0.0313072 | Time: 8904.52 ms
[2021-07-12 15:31:13 main:574] : INFO : Epoch 1550 | loss: 0.0309986 | val_loss: 0.0312848 | Time: 8837.32 ms
[2021-07-12 15:31:22 main:574] : INFO : Epoch 1551 | loss: 0.0310622 | val_loss: 0.0312214 | Time: 8872.81 ms
[2021-07-12 15:31:31 main:574] : INFO : Epoch 1552 | loss: 0.0311019 | val_loss: 0.0312098 | Time: 8858.15 ms
[2021-07-12 15:31:40 main:574] : INFO : Epoch 1553 | loss: 0.0310613 | val_loss: 0.0312528 | Time: 8846.2 ms
[2021-07-12 15:31:49 main:574] : INFO : Epoch 1554 | loss: 0.0310273 | val_loss: 0.03126 | Time: 8825.24 ms
[2021-07-12 15:31:58 main:574] : INFO : Epoch 1555 | loss: 0.0310154 | val_loss: 0.0312702 | Time: 8833.78 ms
[2021-07-12 15:32:07 main:574] : INFO : Epoch 1556 | loss: 0.0310136 | val_loss: 0.031278 | Time: 8872.96 ms
[2021-07-12 15:32:15 main:574] : INFO : Epoch 1557 | loss: 0.0310038 | val_loss: 0.0312784 | Time: 8841.23 ms
[2021-07-12 15:32:24 main:574] : INFO : Epoch 1558 | loss: 0.0310025 | val_loss: 0.0312947 | Time: 8850.47 ms
[2021-07-12 15:32:33 main:574] : INFO : Epoch 1559 | loss: 0.0309953 | val_loss: 0.0312887 | Time: 8840.87 ms
[2021-07-12 15:32:42 main:574] : INFO : Epoch 1560 | loss: 0.0309926 | val_loss: 0.0312726 | Time: 8835.22 ms
[2021-07-12 15:32:51 main:574] : INFO : Epoch 1561 | loss: 0.0309982 | val_loss: 0.0312957 | Time: 8853.32 ms
[2021-07-12 15:33:00 main:574] : INFO : Epoch 1562 | loss: 0.0309898 | val_loss: 0.0312729 | Time: 8816.02 ms
[2021-07-12 15:33:09 main:574] : INFO : Epoch 1563 | loss: 0.0309924 | val_loss: 0.0312695 | Time: 8900.21 ms
[2021-07-12 15:33:17 main:574] : INFO : Epoch 1564 | loss: 0.0309881 | val_loss: 0.0313069 | Time: 8839.83 ms
[2021-07-12 15:33:26 main:574] : INFO : Epoch 1565 | loss: 0.0309916 | val_loss: 0.0312641 | Time: 8830.69 ms
[2021-07-12 15:33:35 main:574] : INFO : Epoch 1566 | loss: 0.0309942 | val_loss: 0.0312739 | Time: 8833.78 ms
[2021-07-12 15:33:44 main:574] : INFO : Epoch 1567 | loss: 0.0309996 | val_loss: 0.0312667 | Time: 8821.72 ms
[2021-07-12 15:33:53 main:574] : INFO : Epoch 1568 | loss: 0.0310068 | val_loss: 0.0313027 | Time: 8806.39 ms
[2021-07-12 15:34:02 main:574] : INFO : Epoch 1569 | loss: 0.0309942 | val_loss: 0.0312905 | Time: 8818.83 ms
[2021-07-12 15:34:11 main:574] : INFO : Epoch 1570 | loss: 0.030989 | val_loss: 0.0313087 | Time: 8852.56 ms
[2021-07-12 15:34:19 main:574] : INFO : Epoch 1571 | loss: 0.030991 | val_loss: 0.031275 | Time: 8778.76 ms
[2021-07-12 15:34:28 main:574] : INFO : Epoch 1572 | loss: 0.030987 | val_loss: 0.0312982 | Time: 8840.72 ms
[2021-07-12 15:34:37 main:574] : INFO : Epoch 1573 | loss: 0.0310041 | val_loss: 0.0312601 | Time: 8851.32 ms
[2021-07-12 15:34:46 main:574] : INFO : Epoch 1574 | loss: 0.0310047 | val_loss: 0.0312481 | Time: 8808.34 ms
[2021-07-12 15:34:55 main:574] : INFO : Epoch 1575 | loss: 0.0310073 | val_loss: 0.0312698 | Time: 8791.19 ms
[2021-07-12 15:35:03 main:574] : INFO : Epoch 1576 | loss: 0.0309918 | val_loss: 0.0312699 | Time: 8837.16 ms
[2021-07-12 15:35:12 main:574] : INFO : Epoch 1577 | loss: 0.0309908 | val_loss: 0.0312968 | Time: 8798.82 ms
[2021-07-12 15:35:21 main:574] : INFO : Epoch 1578 | loss: 0.0309911 | val_loss: 0.0312596 | Time: 8846.34 ms
[2021-07-12 15:35:30 main:574] : INFO : Epoch 1579 | loss: 0.0309936 | val_loss: 0.0312921 | Time: 8834.63 ms
[2021-07-12 15:35:39 main:574] : INFO : Epoch 1580 | loss: 0.0309953 | val_loss: 0.0313037 | Time: 8811.81 ms
[2021-07-12 15:35:48 main:574] : INFO : Epoch 1581 | loss: 0.0310029 | val_loss: 0.0313177 | Time: 8797.96 ms
[2021-07-12 15:35:56 main:574] : INFO : Epoch 1582 | loss: 0.0309913 | val_loss: 0.031285 | Time: 8813.03 ms
[2021-07-12 15:36:05 main:574] : INFO : Epoch 1583 | loss: 0.0309956 | val_loss: 0.0312784 | Time: 8837.24 ms
[2021-07-12 15:36:14 main:574] : INFO : Epoch 1584 | loss: 0.0309971 | val_loss: 0.0312621 | Time: 8817.11 ms
[2021-07-12 15:36:23 main:574] : INFO : Epoch 1585 | loss: 0.0309949 | val_loss: 0.0312821 | Time: 8850.91 ms
[2021-07-12 15:36:32 main:574] : INFO : Epoch 1586 | loss: 0.0309984 | val_loss: 0.0312473 | Time: 8814.69 ms
[2021-07-12 15:36:41 main:574] : INFO : Epoch 1587 | loss: 0.0309958 | val_loss: 0.0312737 | Time: 8829.63 ms
[2021-07-12 15:36:49 main:574] : INFO : Epoch 1588 | loss: 0.0309996 | val_loss: 0.0313126 | Time: 8797.54 ms
[2021-07-12 15:36:58 main:574] : INFO : Epoch 1589 | loss: 0.0310032 | val_loss: 0.031213 | Time: 8825.72 ms
[2021-07-12 15:37:07 main:574] : INFO : Epoch 1590 | loss: 0.031051 | val_loss: 0.0312538 | Time: 8849.3 ms
[2021-07-12 15:37:16 main:574] : INFO : Epoch 1591 | loss: 0.0310312 | val_loss: 0.0312684 | Time: 8821.7 ms
[2021-07-12 15:37:25 main:574] : INFO : Epoch 1592 | loss: 0.0309988 | val_loss: 0.0313309 | Time: 8850.7 ms
[2021-07-12 15:37:34 main:574] : INFO : Epoch 1593 | loss: 0.0309964 | val_loss: 0.0312647 | Time: 8853.59 ms
[2021-07-12 15:37:43 main:574] : INFO : Epoch 1594 | loss: 0.0309835 | val_loss: 0.0312773 | Time: 8911.26 ms
[2021-07-12 15:37:51 main:574] : INFO : Epoch 1595 | loss: 0.0309946 | val_loss: 0.0312444 | Time: 8817.97 ms
[2021-07-12 15:38:00 main:574] : INFO : Epoch 1596 | loss: 0.0309918 | val_loss: 0.0312799 | Time: 8849.62 ms
[2021-07-12 15:38:09 main:574] : INFO : Epoch 1597 | loss: 0.0309951 | val_loss: 0.0312845 | Time: 8908.77 ms
[2021-07-12 15:38:18 main:574] : INFO : Epoch 1598 | loss: 0.0309925 | val_loss: 0.0312905 | Time: 8776.7 ms
[2021-07-12 15:38:27 main:574] : INFO : Epoch 1599 | loss: 0.0309823 | val_loss: 0.0312609 | Time: 8830.73 ms
[2021-07-12 15:38:36 main:574] : INFO : Epoch 1600 | loss: 0.0309912 | val_loss: 0.0312566 | Time: 8832.46 ms
[2021-07-12 15:38:45 main:574] : INFO : Epoch 1601 | loss: 0.0309876 | val_loss: 0.0312872 | Time: 8825.5 ms
[2021-07-12 15:38:53 main:574] : INFO : Epoch 1602 | loss: 0.0309835 | val_loss: 0.0312954 | Time: 8840.11 ms
[2021-07-12 15:39:02 main:574] : INFO : Epoch 1603 | loss: 0.0309841 | val_loss: 0.0312596 | Time: 8830.46 ms
[2021-07-12 15:39:11 main:574] : INFO : Epoch 1604 | loss: 0.0309877 | val_loss: 0.0313062 | Time: 8814.89 ms
[2021-07-12 15:39:20 main:574] : INFO : Epoch 1605 | loss: 0.0309913 | val_loss: 0.0313276 | Time: 8830.44 ms
[2021-07-12 15:39:29 main:574] : INFO : Epoch 1606 | loss: 0.0309968 | val_loss: 0.0312717 | Time: 8846.31 ms
[2021-07-12 15:39:38 main:574] : INFO : Epoch 1607 | loss: 0.0310166 | val_loss: 0.0312423 | Time: 8853.59 ms
[2021-07-12 15:39:46 main:574] : INFO : Epoch 1608 | loss: 0.0310106 | val_loss: 0.0312573 | Time: 8815.81 ms
[2021-07-12 15:39:55 main:574] : INFO : Epoch 1609 | loss: 0.0309966 | val_loss: 0.0312619 | Time: 8832.61 ms
[2021-07-12 15:40:04 main:574] : INFO : Epoch 1610 | loss: 0.0309968 | val_loss: 0.0312987 | Time: 8850.18 ms
[2021-07-12 15:40:13 main:574] : INFO : Epoch 1611 | loss: 0.030994 | val_loss: 0.0312993 | Time: 8851.12 ms
[2021-07-12 15:40:22 main:574] : INFO : Epoch 1612 | loss: 0.0310017 | val_loss: 0.0312532 | Time: 8856.26 ms
[2021-07-12 15:40:31 main:574] : INFO : Epoch 1613 | loss: 0.0309978 | val_loss: 0.0312787 | Time: 8842.86 ms
[2021-07-12 15:40:40 main:574] : INFO : Epoch 1614 | loss: 0.0309852 | val_loss: 0.0313043 | Time: 8885.91 ms
[2021-07-12 15:40:48 main:574] : INFO : Epoch 1615 | loss: 0.0309889 | val_loss: 0.031291 | Time: 8800.63 ms
[2021-07-12 15:40:57 main:574] : INFO : Epoch 1616 | loss: 0.0309897 | val_loss: 0.0312822 | Time: 8810.03 ms
[2021-07-12 15:41:06 main:574] : INFO : Epoch 1617 | loss: 0.030991 | val_loss: 0.031277 | Time: 8829.14 ms
[2021-07-12 15:41:15 main:574] : INFO : Epoch 1618 | loss: 0.030993 | val_loss: 0.0312838 | Time: 8789.13 ms
[2021-07-12 15:41:24 main:574] : INFO : Epoch 1619 | loss: 0.0309878 | val_loss: 0.0312629 | Time: 8831.9 ms
[2021-07-12 15:41:33 main:574] : INFO : Epoch 1620 | loss: 0.0309872 | val_loss: 0.031292 | Time: 8822.76 ms
[2021-07-12 15:41:41 main:574] : INFO : Epoch 1621 | loss: 0.031002 | val_loss: 0.031241 | Time: 8831.47 ms
[2021-07-12 15:41:50 main:574] : INFO : Epoch 1622 | loss: 0.0310285 | val_loss: 0.0312663 | Time: 8835.31 ms
[2021-07-12 15:41:59 main:574] : INFO : Epoch 1623 | loss: 0.031002 | val_loss: 0.0312728 | Time: 8836.88 ms
[2021-07-12 15:42:08 main:574] : INFO : Epoch 1624 | loss: 0.0309935 | val_loss: 0.0312743 | Time: 8843.97 ms
[2021-07-12 15:42:17 main:574] : INFO : Epoch 1625 | loss: 0.0309911 | val_loss: 0.0312961 | Time: 8878.46 ms
[2021-07-12 15:42:26 main:574] : INFO : Epoch 1626 | loss: 0.0310005 | val_loss: 0.031256 | Time: 8849.52 ms
[2021-07-12 15:42:35 main:574] : INFO : Epoch 1627 | loss: 0.0309868 | val_loss: 0.0312689 | Time: 8828.03 ms
[2021-07-12 15:42:43 main:574] : INFO : Epoch 1628 | loss: 0.030985 | val_loss: 0.0312962 | Time: 8848.1 ms
[2021-07-12 15:42:52 main:574] : INFO : Epoch 1629 | loss: 0.0309934 | val_loss: 0.0312824 | Time: 8827.71 ms
[2021-07-12 15:43:01 main:574] : INFO : Epoch 1630 | loss: 0.0309858 | val_loss: 0.0312549 | Time: 8840.41 ms
[2021-07-12 15:43:10 main:574] : INFO : Epoch 1631 | loss: 0.03099 | val_loss: 0.0312813 | Time: 8822.08 ms
[2021-07-12 15:43:19 main:574] : INFO : Epoch 1632 | loss: 0.0309912 | val_loss: 0.0312821 | Time: 8800.53 ms
[2021-07-12 15:43:28 main:574] : INFO : Epoch 1633 | loss: 0.0309893 | val_loss: 0.0312679 | Time: 8795.51 ms
[2021-07-12 15:43:36 main:574] : INFO : Epoch 1634 | loss: 0.0309816 | val_loss: 0.031302 | Time: 8861 ms
[2021-07-12 15:43:45 main:574] : INFO : Epoch 1635 | loss: 0.0309889 | val_loss: 0.0312706 | Time: 8871.89 ms
[2021-07-12 15:43:54 main:574] : INFO : Epoch 1636 | loss: 0.0309849 | val_loss: 0.0313286 | Time: 8867.42 ms
[2021-07-12 15:44:03 main:574] : INFO : Epoch 1637 | loss: 0.0309904 | val_loss: 0.0312563 | Time: 8853.25 ms
[2021-07-12 15:44:12 main:574] : INFO : Epoch 1638 | loss: 0.030993 | val_loss: 0.0312801 | Time: 8854.51 ms
[2021-07-12 15:44:21 main:574] : INFO : Epoch 1639 | loss: 0.0309849 | val_loss: 0.031287 | Time: 8856.84 ms
[2021-07-12 15:44:30 main:574] : INFO : Epoch 1640 | loss: 0.0309838 | val_loss: 0.0313248 | Time: 8893.8 ms
[2021-07-12 15:44:39 main:574] : INFO : Epoch 1641 | loss: 0.0309901 | val_loss: 0.0312618 | Time: 8899.9 ms
[2021-07-12 15:44:48 main:574] : INFO : Epoch 1642 | loss: 0.0309947 | val_loss: 0.0312818 | Time: 8880.79 ms
[2021-07-12 15:44:56 main:574] : INFO : Epoch 1643 | loss: 0.0310141 | val_loss: 0.031205 | Time: 8899.43 ms
[2021-07-12 15:45:05 main:574] : INFO : Epoch 1644 | loss: 0.0310208 | val_loss: 0.0312548 | Time: 8886.83 ms
[2021-07-12 15:45:14 main:574] : INFO : Epoch 1645 | loss: 0.0310013 | val_loss: 0.0312836 | Time: 8854.31 ms
[2021-07-12 15:45:23 main:574] : INFO : Epoch 1646 | loss: 0.0309897 | val_loss: 0.031261 | Time: 8895.06 ms
[2021-07-12 15:45:32 main:574] : INFO : Epoch 1647 | loss: 0.030993 | val_loss: 0.0312652 | Time: 8906.72 ms
[2021-07-12 15:45:41 main:574] : INFO : Epoch 1648 | loss: 0.0309933 | val_loss: 0.0312716 | Time: 8912.6 ms
[2021-07-12 15:45:50 main:574] : INFO : Epoch 1649 | loss: 0.0309937 | val_loss: 0.0312827 | Time: 8864.32 ms
[2021-07-12 15:45:59 main:574] : INFO : Epoch 1650 | loss: 0.0310423 | val_loss: 0.0312469 | Time: 8833.82 ms
[2021-07-12 15:46:08 main:574] : INFO : Epoch 1651 | loss: 0.0310195 | val_loss: 0.0312896 | Time: 8829.77 ms
[2021-07-12 15:46:16 main:574] : INFO : Epoch 1652 | loss: 0.0310106 | val_loss: 0.0312812 | Time: 8893.51 ms
[2021-07-12 15:46:25 main:574] : INFO : Epoch 1653 | loss: 0.0309999 | val_loss: 0.0312516 | Time: 8865.41 ms
[2021-07-12 15:46:34 main:574] : INFO : Epoch 1654 | loss: 0.0309893 | val_loss: 0.0312659 | Time: 8875.63 ms
[2021-07-12 15:46:43 main:574] : INFO : Epoch 1655 | loss: 0.0309926 | val_loss: 0.0312533 | Time: 8895.49 ms
[2021-07-12 15:46:52 main:574] : INFO : Epoch 1656 | loss: 0.0309925 | val_loss: 0.0312896 | Time: 8830 ms
[2021-07-12 15:47:01 main:574] : INFO : Epoch 1657 | loss: 0.0309865 | val_loss: 0.0312843 | Time: 8847.16 ms
[2021-07-12 15:47:10 main:574] : INFO : Epoch 1658 | loss: 0.0309959 | val_loss: 0.0312676 | Time: 8845.39 ms
[2021-07-12 15:47:18 main:574] : INFO : Epoch 1659 | loss: 0.0309923 | val_loss: 0.0312946 | Time: 8839.84 ms
[2021-07-12 15:47:27 main:574] : INFO : Epoch 1660 | loss: 0.0309988 | val_loss: 0.0312843 | Time: 8889.92 ms
[2021-07-12 15:47:36 main:574] : INFO : Epoch 1661 | loss: 0.0309876 | val_loss: 0.0312618 | Time: 8879.7 ms
[2021-07-12 15:47:45 main:574] : INFO : Epoch 1662 | loss: 0.0309876 | val_loss: 0.0312576 | Time: 8865.52 ms
[2021-07-12 15:47:54 main:574] : INFO : Epoch 1663 | loss: 0.0309927 | val_loss: 0.0312634 | Time: 8879.31 ms
[2021-07-12 15:48:03 main:574] : INFO : Epoch 1664 | loss: 0.0309939 | val_loss: 0.0312711 | Time: 8861.44 ms
[2021-07-12 15:48:12 main:574] : INFO : Epoch 1665 | loss: 0.0309913 | val_loss: 0.0312541 | Time: 8836.18 ms
[2021-07-12 15:48:21 main:574] : INFO : Epoch 1666 | loss: 0.0309967 | val_loss: 0.031296 | Time: 8862.9 ms
[2021-07-12 15:48:30 main:574] : INFO : Epoch 1667 | loss: 0.0309864 | val_loss: 0.031288 | Time: 8890.82 ms
[2021-07-12 15:48:38 main:574] : INFO : Epoch 1668 | loss: 0.0309981 | val_loss: 0.0312527 | Time: 8842.5 ms
[2021-07-12 15:48:47 main:574] : INFO : Epoch 1669 | loss: 0.0309924 | val_loss: 0.0312856 | Time: 8883.16 ms
[2021-07-12 15:48:56 main:574] : INFO : Epoch 1670 | loss: 0.0310043 | val_loss: 0.0313138 | Time: 8843.49 ms
[2021-07-12 15:49:05 main:574] : INFO : Epoch 1671 | loss: 0.0309958 | val_loss: 0.0313045 | Time: 8872.72 ms
[2021-07-12 15:49:14 main:574] : INFO : Epoch 1672 | loss: 0.0309859 | val_loss: 0.0312637 | Time: 8826.54 ms
[2021-07-12 15:49:23 main:574] : INFO : Epoch 1673 | loss: 0.0309878 | val_loss: 0.0312902 | Time: 8911.27 ms
[2021-07-12 15:49:32 main:574] : INFO : Epoch 1674 | loss: 0.0309897 | val_loss: 0.0312875 | Time: 8851.16 ms
[2021-07-12 15:49:40 main:574] : INFO : Epoch 1675 | loss: 0.0309872 | val_loss: 0.0312824 | Time: 8824.53 ms
[2021-07-12 15:49:49 main:574] : INFO : Epoch 1676 | loss: 0.0309812 | val_loss: 0.0312758 | Time: 8933.05 ms
[2021-07-12 15:49:58 main:574] : INFO : Epoch 1677 | loss: 0.0309853 | val_loss: 0.0312639 | Time: 8846.94 ms
[2021-07-12 15:50:07 main:574] : INFO : Epoch 1678 | loss: 0.0309931 | val_loss: 0.0312816 | Time: 8917.13 ms
[2021-07-12 15:50:16 main:574] : INFO : Epoch 1679 | loss: 0.0310026 | val_loss: 0.0313007 | Time: 8898.88 ms
[2021-07-12 15:50:25 main:574] : INFO : Epoch 1680 | loss: 0.0309942 | val_loss: 0.0312847 | Time: 8889.64 ms
[2021-07-12 15:50:34 main:574] : INFO : Epoch 1681 | loss: 0.0309859 | val_loss: 0.0312892 | Time: 8868.64 ms
[2021-07-12 15:50:43 main:574] : INFO : Epoch 1682 | loss: 0.0309752 | val_loss: 0.0312831 | Time: 8895.99 ms
[2021-07-12 15:50:52 main:574] : INFO : Epoch 1683 | loss: 0.0309801 | val_loss: 0.0312922 | Time: 8835.18 ms
[2021-07-12 15:51:00 main:574] : INFO : Epoch 1684 | loss: 0.0309999 | val_loss: 0.0312569 | Time: 8820.86 ms
[2021-07-12 15:51:09 main:574] : INFO : Epoch 1685 | loss: 0.030998 | val_loss: 0.0312481 | Time: 8818.64 ms
[2021-07-12 15:51:18 main:574] : INFO : Epoch 1686 | loss: 0.0310051 | val_loss: 0.0312837 | Time: 8783.05 ms
[2021-07-12 15:51:27 main:574] : INFO : Epoch 1687 | loss: 0.0312214 | val_loss: 0.0313664 | Time: 8872.28 ms
[2021-07-12 15:51:36 main:574] : INFO : Epoch 1688 | loss: 0.0344533 | val_loss: 0.583551 | Time: 8874.95 ms
[2021-07-12 15:51:45 main:574] : INFO : Epoch 1689 | loss: 0.0818755 | val_loss: 0.0354542 | Time: 8829.49 ms
[2021-07-12 15:51:54 main:574] : INFO : Epoch 1690 | loss: 0.0358092 | val_loss: 0.0323597 | Time: 8810.72 ms
[2021-07-12 15:52:02 main:574] : INFO : Epoch 1691 | loss: 0.031756 | val_loss: 0.0313605 | Time: 8824.14 ms
[2021-07-12 15:52:11 main:574] : INFO : Epoch 1692 | loss: 0.0313362 | val_loss: 0.0312931 | Time: 8780.08 ms
[2021-07-12 15:52:20 main:574] : INFO : Epoch 1693 | loss: 0.0312764 | val_loss: 0.0312663 | Time: 8848.6 ms
[2021-07-12 15:52:29 main:574] : INFO : Epoch 1694 | loss: 0.0312618 | val_loss: 0.0312581 | Time: 8807.66 ms
[2021-07-12 15:52:38 main:574] : INFO : Epoch 1695 | loss: 0.0312568 | val_loss: 0.031255 | Time: 8781.17 ms
[2021-07-12 15:52:46 main:574] : INFO : Epoch 1696 | loss: 0.0312541 | val_loss: 0.031253 | Time: 8474.61 ms
[2021-07-12 15:52:55 main:574] : INFO : Epoch 1697 | loss: 0.0312524 | val_loss: 0.0312515 | Time: 8795.48 ms
[2021-07-12 15:53:04 main:574] : INFO : Epoch 1698 | loss: 0.031251 | val_loss: 0.0312503 | Time: 8844.88 ms
[2021-07-12 15:53:13 main:574] : INFO : Epoch 1699 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 8853.9 ms
[2021-07-12 15:53:22 main:574] : INFO : Epoch 1700 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 8818 ms
[2021-07-12 15:53:31 main:574] : INFO : Epoch 1701 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 8819.72 ms
[2021-07-12 15:53:40 main:574] : INFO : Epoch 1702 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 8800.13 ms
[2021-07-12 15:53:49 main:574] : INFO : Epoch 1703 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 8842 ms
[2021-07-12 15:53:57 main:574] : INFO : Epoch 1704 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 8850.52 ms
[2021-07-12 15:54:06 main:574] : INFO : Epoch 1705 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 8772.69 ms
[2021-07-12 15:54:15 main:574] : INFO : Epoch 1706 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 8843.82 ms
[2021-07-12 15:54:24 main:574] : INFO : Epoch 1707 | loss: 0.0312427 | val_loss: 0.031242 | Time: 8815.58 ms
[2021-07-12 15:54:33 main:574] : INFO : Epoch 1708 | loss: 0.0312419 | val_loss: 0.031241 | Time: 8817.47 ms
[2021-07-12 15:54:42 main:574] : INFO : Epoch 1709 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 8867 ms
[2021-07-12 15:54:50 main:574] : INFO : Epoch 1710 | loss: 0.0312404 | val_loss: 0.0312389 | Time: 8862.36 ms
[2021-07-12 15:54:59 main:574] : INFO : Epoch 1711 | loss: 0.0312393 | val_loss: 0.031238 | Time: 8823.51 ms
[2021-07-12 15:55:08 main:574] : INFO : Epoch 1712 | loss: 0.031239 | val_loss: 0.0312384 | Time: 8891.85 ms
[2021-07-12 15:55:17 main:574] : INFO : Epoch 1713 | loss: 0.0312375 | val_loss: 0.0312363 | Time: 8799.49 ms
[2021-07-12 15:55:26 main:574] : INFO : Epoch 1714 | loss: 0.0312364 | val_loss: 0.0312348 | Time: 8759.83 ms
[2021-07-12 15:55:35 main:574] : INFO : Epoch 1715 | loss: 0.0312352 | val_loss: 0.0312341 | Time: 8824.83 ms
[2021-07-12 15:55:43 main:574] : INFO : Epoch 1716 | loss: 0.0312343 | val_loss: 0.0312326 | Time: 8800.85 ms
[2021-07-12 15:55:52 main:574] : INFO : Epoch 1717 | loss: 0.031233 | val_loss: 0.0312313 | Time: 8800.15 ms
[2021-07-12 15:56:01 main:574] : INFO : Epoch 1718 | loss: 0.0312318 | val_loss: 0.0312304 | Time: 8816.19 ms
[2021-07-12 15:56:10 main:574] : INFO : Epoch 1719 | loss: 0.0312308 | val_loss: 0.0312297 | Time: 8829.65 ms
[2021-07-12 15:56:19 main:574] : INFO : Epoch 1720 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 8778.35 ms
[2021-07-12 15:56:27 main:574] : INFO : Epoch 1721 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 8773.48 ms
[2021-07-12 15:56:36 main:574] : INFO : Epoch 1722 | loss: 0.0312268 | val_loss: 0.0312253 | Time: 8850.59 ms
[2021-07-12 15:56:45 main:574] : INFO : Epoch 1723 | loss: 0.0312255 | val_loss: 0.0312241 | Time: 8812.87 ms
[2021-07-12 15:56:54 main:574] : INFO : Epoch 1724 | loss: 0.0312243 | val_loss: 0.0312232 | Time: 8825.16 ms
[2021-07-12 15:57:03 main:574] : INFO : Epoch 1725 | loss: 0.0312231 | val_loss: 0.0312219 | Time: 8826.83 ms
[2021-07-12 15:57:12 main:574] : INFO : Epoch 1726 | loss: 0.0312219 | val_loss: 0.0312206 | Time: 8818.11 ms
[2021-07-12 15:57:20 main:574] : INFO : Epoch 1727 | loss: 0.0312206 | val_loss: 0.0312191 | Time: 8821.6 ms
[2021-07-12 15:57:29 main:574] : INFO : Epoch 1728 | loss: 0.0312192 | val_loss: 0.0312178 | Time: 8880.51 ms
[2021-07-12 15:57:38 main:574] : INFO : Epoch 1729 | loss: 0.031218 | val_loss: 0.0312165 | Time: 8871.49 ms
[2021-07-12 15:57:47 main:574] : INFO : Epoch 1730 | loss: 0.0312168 | val_loss: 0.0312155 | Time: 8881.96 ms
[2021-07-12 15:57:56 main:574] : INFO : Epoch 1731 | loss: 0.0312154 | val_loss: 0.031214 | Time: 8865.68 ms
[2021-07-12 15:58:05 main:574] : INFO : Epoch 1732 | loss: 0.031214 | val_loss: 0.0312129 | Time: 8854.89 ms
[2021-07-12 15:58:14 main:574] : INFO : Epoch 1733 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 8885.69 ms
[2021-07-12 15:58:23 main:574] : INFO : Epoch 1734 | loss: 0.0312115 | val_loss: 0.0312099 | Time: 8850.04 ms
[2021-07-12 15:58:32 main:574] : INFO : Epoch 1735 | loss: 0.0312099 | val_loss: 0.0312085 | Time: 8873.47 ms
[2021-07-12 15:58:40 main:574] : INFO : Epoch 1736 | loss: 0.0312085 | val_loss: 0.0312073 | Time: 8909.62 ms
[2021-07-12 15:58:49 main:574] : INFO : Epoch 1737 | loss: 0.0312072 | val_loss: 0.0312058 | Time: 8889.17 ms
[2021-07-12 15:58:58 main:574] : INFO : Epoch 1738 | loss: 0.0312056 | val_loss: 0.0312043 | Time: 8866.94 ms
[2021-07-12 15:59:07 main:574] : INFO : Epoch 1739 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 8847.1 ms
[2021-07-12 15:59:16 main:574] : INFO : Epoch 1740 | loss: 0.0312025 | val_loss: 0.0312009 | Time: 8896.39 ms
[2021-07-12 15:59:25 main:574] : INFO : Epoch 1741 | loss: 0.0312008 | val_loss: 0.0311992 | Time: 8882.93 ms
[2021-07-12 15:59:34 main:574] : INFO : Epoch 1742 | loss: 0.0311997 | val_loss: 0.0311987 | Time: 8838.45 ms
[2021-07-12 15:59:43 main:574] : INFO : Epoch 1743 | loss: 0.0311988 | val_loss: 0.0311967 | Time: 8902.15 ms
[2021-07-12 15:59:51 main:574] : INFO : Epoch 1744 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 8851 ms
[2021-07-12 16:00:00 main:574] : INFO : Epoch 1745 | loss: 0.0311966 | val_loss: 0.0311951 | Time: 8910.95 ms
[2021-07-12 16:00:09 main:574] : INFO : Epoch 1746 | loss: 0.0311951 | val_loss: 0.0311952 | Time: 8871.01 ms
[2021-07-12 16:00:18 main:574] : INFO : Epoch 1747 | loss: 0.0311954 | val_loss: 0.0311943 | Time: 8875.4 ms
[2021-07-12 16:00:27 main:574] : INFO : Epoch 1748 | loss: 0.031194 | val_loss: 0.0311943 | Time: 8872.14 ms
[2021-07-12 16:00:36 main:574] : INFO : Epoch 1749 | loss: 0.0311934 | val_loss: 0.0311939 | Time: 8799.92 ms
[2021-07-12 16:00:45 main:574] : INFO : Epoch 1750 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 8927.85 ms
[2021-07-12 16:00:54 main:574] : INFO : Epoch 1751 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 8834.19 ms
[2021-07-12 16:01:03 main:574] : INFO : Epoch 1752 | loss: 0.0311918 | val_loss: 0.0311929 | Time: 8860.21 ms
[2021-07-12 16:01:11 main:574] : INFO : Epoch 1753 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 8867.22 ms
[2021-07-12 16:01:20 main:574] : INFO : Epoch 1754 | loss: 0.031191 | val_loss: 0.031192 | Time: 8796.06 ms
[2021-07-12 16:01:29 main:574] : INFO : Epoch 1755 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 8809.37 ms
[2021-07-12 16:01:38 main:574] : INFO : Epoch 1756 | loss: 0.0311907 | val_loss: 0.0311919 | Time: 8807.48 ms
[2021-07-12 16:01:47 main:574] : INFO : Epoch 1757 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 8862.01 ms
[2021-07-12 16:01:56 main:574] : INFO : Epoch 1758 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 8785.26 ms
[2021-07-12 16:02:04 main:574] : INFO : Epoch 1759 | loss: 0.03119 | val_loss: 0.0311916 | Time: 8839.69 ms
[2021-07-12 16:02:13 main:574] : INFO : Epoch 1760 | loss: 0.0311893 | val_loss: 0.0311908 | Time: 8864.91 ms
[2021-07-12 16:02:22 main:574] : INFO : Epoch 1761 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 8836.11 ms
[2021-07-12 16:02:31 main:574] : INFO : Epoch 1762 | loss: 0.0311907 | val_loss: 0.031191 | Time: 8910.81 ms
[2021-07-12 16:02:40 main:574] : INFO : Epoch 1763 | loss: 0.0311899 | val_loss: 0.0311934 | Time: 8885.92 ms
[2021-07-12 16:02:49 main:574] : INFO : Epoch 1764 | loss: 0.031189 | val_loss: 0.0311909 | Time: 8859.39 ms
[2021-07-12 16:02:58 main:574] : INFO : Epoch 1765 | loss: 0.0311898 | val_loss: 0.031195 | Time: 8868.3 ms
[2021-07-12 16:03:07 main:574] : INFO : Epoch 1766 | loss: 0.0311892 | val_loss: 0.0311908 | Time: 8908.97 ms
[2021-07-12 16:03:15 main:574] : INFO : Epoch 1767 | loss: 0.0311884 | val_loss: 0.0311902 | Time: 8842.26 ms
[2021-07-12 16:03:24 main:574] : INFO : Epoch 1768 | loss: 0.0311881 | val_loss: 0.0311904 | Time: 8888.76 ms
[2021-07-12 16:03:33 main:574] : INFO : Epoch 1769 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 8874.78 ms
[2021-07-12 16:03:42 main:574] : INFO : Epoch 1770 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 8857.89 ms
[2021-07-12 16:03:51 main:574] : INFO : Epoch 1771 | loss: 0.0311874 | val_loss: 0.0311894 | Time: 8832.38 ms
[2021-07-12 16:04:00 main:574] : INFO : Epoch 1772 | loss: 0.0311871 | val_loss: 0.03119 | Time: 8886.83 ms
[2021-07-12 16:04:09 main:574] : INFO : Epoch 1773 | loss: 0.0311878 | val_loss: 0.0311893 | Time: 8841.43 ms
[2021-07-12 16:04:18 main:574] : INFO : Epoch 1774 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 8844.07 ms
[2021-07-12 16:04:26 main:574] : INFO : Epoch 1775 | loss: 0.0311873 | val_loss: 0.0311911 | Time: 8880.65 ms
[2021-07-12 16:04:35 main:574] : INFO : Epoch 1776 | loss: 0.0311869 | val_loss: 0.0311889 | Time: 8843.52 ms
[2021-07-12 16:04:44 main:574] : INFO : Epoch 1777 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 8842.41 ms
[2021-07-12 16:04:53 main:574] : INFO : Epoch 1778 | loss: 0.0311861 | val_loss: 0.0311884 | Time: 8871.9 ms
[2021-07-12 16:05:02 main:574] : INFO : Epoch 1779 | loss: 0.0311859 | val_loss: 0.031189 | Time: 8807.92 ms
[2021-07-12 16:05:11 main:574] : INFO : Epoch 1780 | loss: 0.0311865 | val_loss: 0.0311887 | Time: 8901.3 ms
[2021-07-12 16:05:20 main:574] : INFO : Epoch 1781 | loss: 0.0311865 | val_loss: 0.0311889 | Time: 8857.45 ms
[2021-07-12 16:05:28 main:574] : INFO : Epoch 1782 | loss: 0.0311857 | val_loss: 0.0311886 | Time: 8853 ms
[2021-07-12 16:05:37 main:574] : INFO : Epoch 1783 | loss: 0.0311856 | val_loss: 0.0311884 | Time: 8890.82 ms
[2021-07-12 16:05:46 main:574] : INFO : Epoch 1784 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 8832.5 ms
[2021-07-12 16:05:55 main:574] : INFO : Epoch 1785 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 8785.97 ms
[2021-07-12 16:06:04 main:574] : INFO : Epoch 1786 | loss: 0.0311856 | val_loss: 0.0311876 | Time: 8838.9 ms
[2021-07-12 16:06:13 main:574] : INFO : Epoch 1787 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 8818.55 ms
[2021-07-12 16:06:22 main:574] : INFO : Epoch 1788 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 8788.5 ms
[2021-07-12 16:06:30 main:574] : INFO : Epoch 1789 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 8831.61 ms
[2021-07-12 16:06:39 main:574] : INFO : Epoch 1790 | loss: 0.0311848 | val_loss: 0.031188 | Time: 8845.87 ms
[2021-07-12 16:06:48 main:574] : INFO : Epoch 1791 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 8794.44 ms
[2021-07-12 16:06:57 main:574] : INFO : Epoch 1792 | loss: 0.0311859 | val_loss: 0.0311883 | Time: 8823.07 ms
[2021-07-12 16:07:06 main:574] : INFO : Epoch 1793 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 8782.52 ms
[2021-07-12 16:07:14 main:574] : INFO : Epoch 1794 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 8796.1 ms
[2021-07-12 16:07:23 main:574] : INFO : Epoch 1795 | loss: 0.0311842 | val_loss: 0.0311873 | Time: 8825.82 ms
[2021-07-12 16:07:32 main:574] : INFO : Epoch 1796 | loss: 0.031184 | val_loss: 0.0311874 | Time: 8854.34 ms
[2021-07-12 16:07:41 main:574] : INFO : Epoch 1797 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 8795.55 ms
[2021-07-12 16:07:50 main:574] : INFO : Epoch 1798 | loss: 0.0311842 | val_loss: 0.031188 | Time: 8809.58 ms
[2021-07-12 16:07:59 main:574] : INFO : Epoch 1799 | loss: 0.0311844 | val_loss: 0.031187 | Time: 8821.35 ms
[2021-07-12 16:08:07 main:574] : INFO : Epoch 1800 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 8820.08 ms
[2021-07-12 16:08:16 main:574] : INFO : Epoch 1801 | loss: 0.031184 | val_loss: 0.0311862 | Time: 8809.82 ms
[2021-07-12 16:08:25 main:574] : INFO : Epoch 1802 | loss: 0.0311829 | val_loss: 0.0311863 | Time: 8804.44 ms
[2021-07-12 16:08:34 main:574] : INFO : Epoch 1803 | loss: 0.0311829 | val_loss: 0.0311869 | Time: 8813.07 ms
[2021-07-12 16:08:43 main:574] : INFO : Epoch 1804 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 8810.33 ms
[2021-07-12 16:08:52 main:574] : INFO : Epoch 1805 | loss: 0.0311846 | val_loss: 0.0311861 | Time: 8817.26 ms
[2021-07-12 16:09:00 main:574] : INFO : Epoch 1806 | loss: 0.031184 | val_loss: 0.0311876 | Time: 8832.93 ms
[2021-07-12 16:09:09 main:574] : INFO : Epoch 1807 | loss: 0.0311835 | val_loss: 0.0311872 | Time: 8870.87 ms
[2021-07-12 16:09:18 main:574] : INFO : Epoch 1808 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 8838.47 ms
[2021-07-12 16:09:27 main:574] : INFO : Epoch 1809 | loss: 0.0311824 | val_loss: 0.0311856 | Time: 8814.42 ms
[2021-07-12 16:09:36 main:574] : INFO : Epoch 1810 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 8771.84 ms
[2021-07-12 16:09:45 main:574] : INFO : Epoch 1811 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 8808.78 ms
[2021-07-12 16:09:53 main:574] : INFO : Epoch 1812 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 8805.2 ms
[2021-07-12 16:10:02 main:574] : INFO : Epoch 1813 | loss: 0.0311822 | val_loss: 0.0311852 | Time: 8809.24 ms
[2021-07-12 16:10:11 main:574] : INFO : Epoch 1814 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 8777.11 ms
[2021-07-12 16:10:20 main:574] : INFO : Epoch 1815 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 8822.33 ms
[2021-07-12 16:10:29 main:574] : INFO : Epoch 1816 | loss: 0.0311835 | val_loss: 0.0311914 | Time: 8807.08 ms
[2021-07-12 16:10:37 main:574] : INFO : Epoch 1817 | loss: 0.031183 | val_loss: 0.0311844 | Time: 8811.36 ms
[2021-07-12 16:10:46 main:574] : INFO : Epoch 1818 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 8885.41 ms
[2021-07-12 16:10:55 main:574] : INFO : Epoch 1819 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 8783.26 ms
[2021-07-12 16:11:04 main:574] : INFO : Epoch 1820 | loss: 0.0311815 | val_loss: 0.0311871 | Time: 8829.38 ms
[2021-07-12 16:11:13 main:574] : INFO : Epoch 1821 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 8852.43 ms
[2021-07-12 16:11:22 main:574] : INFO : Epoch 1822 | loss: 0.0311815 | val_loss: 0.031187 | Time: 8860.12 ms
[2021-07-12 16:11:31 main:574] : INFO : Epoch 1823 | loss: 0.0311803 | val_loss: 0.0311846 | Time: 8842.35 ms
[2021-07-12 16:11:39 main:574] : INFO : Epoch 1824 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 8821.88 ms
[2021-07-12 16:11:48 main:574] : INFO : Epoch 1825 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 8833.77 ms
[2021-07-12 16:11:57 main:574] : INFO : Epoch 1826 | loss: 0.031182 | val_loss: 0.0311878 | Time: 8802.73 ms
[2021-07-12 16:12:06 main:574] : INFO : Epoch 1827 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 8820.85 ms
[2021-07-12 16:12:15 main:574] : INFO : Epoch 1828 | loss: 0.0311813 | val_loss: 0.0311839 | Time: 8824.15 ms
[2021-07-12 16:12:24 main:574] : INFO : Epoch 1829 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 8805.36 ms
[2021-07-12 16:12:32 main:574] : INFO : Epoch 1830 | loss: 0.0311794 | val_loss: 0.031187 | Time: 8866.66 ms
[2021-07-12 16:12:41 main:574] : INFO : Epoch 1831 | loss: 0.0311819 | val_loss: 0.0311865 | Time: 8807.58 ms
[2021-07-12 16:12:50 main:574] : INFO : Epoch 1832 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 8798.57 ms
[2021-07-12 16:12:59 main:574] : INFO : Epoch 1833 | loss: 0.0311786 | val_loss: 0.031183 | Time: 8804.19 ms
[2021-07-12 16:13:08 main:574] : INFO : Epoch 1834 | loss: 0.0311795 | val_loss: 0.0311872 | Time: 8789.13 ms
[2021-07-12 16:13:16 main:574] : INFO : Epoch 1835 | loss: 0.0311786 | val_loss: 0.0311829 | Time: 8818.65 ms
[2021-07-12 16:13:25 main:574] : INFO : Epoch 1836 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 8830.23 ms
[2021-07-12 16:13:34 main:574] : INFO : Epoch 1837 | loss: 0.0311789 | val_loss: 0.0311819 | Time: 8789.02 ms
[2021-07-12 16:13:43 main:574] : INFO : Epoch 1838 | loss: 0.0311775 | val_loss: 0.0311825 | Time: 8822.63 ms
[2021-07-12 16:13:52 main:574] : INFO : Epoch 1839 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 8818.07 ms
[2021-07-12 16:14:01 main:574] : INFO : Epoch 1840 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 8779.08 ms
[2021-07-12 16:14:09 main:574] : INFO : Epoch 1841 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 8823.42 ms
[2021-07-12 16:14:18 main:574] : INFO : Epoch 1842 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 8834.32 ms
[2021-07-12 16:14:27 main:574] : INFO : Epoch 1843 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 8780.8 ms
[2021-07-12 16:14:36 main:574] : INFO : Epoch 1844 | loss: 0.0311771 | val_loss: 0.031181 | Time: 8819.98 ms
[2021-07-12 16:14:45 main:574] : INFO : Epoch 1845 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 8851.92 ms
[2021-07-12 16:14:54 main:574] : INFO : Epoch 1846 | loss: 0.0311775 | val_loss: 0.0311868 | Time: 8788.46 ms
[2021-07-12 16:15:02 main:574] : INFO : Epoch 1847 | loss: 0.0311819 | val_loss: 0.0311971 | Time: 8849.28 ms
[2021-07-12 16:15:11 main:574] : INFO : Epoch 1848 | loss: 0.0311842 | val_loss: 0.0311826 | Time: 8886.45 ms
[2021-07-12 16:15:20 main:574] : INFO : Epoch 1849 | loss: 0.031181 | val_loss: 0.031184 | Time: 8815.98 ms
[2021-07-12 16:15:29 main:574] : INFO : Epoch 1850 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 8817.57 ms
[2021-07-12 16:15:38 main:574] : INFO : Epoch 1851 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 8757.25 ms
[2021-07-12 16:15:47 main:574] : INFO : Epoch 1852 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 8826.34 ms
[2021-07-12 16:15:55 main:574] : INFO : Epoch 1853 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 8805.72 ms
[2021-07-12 16:16:04 main:574] : INFO : Epoch 1854 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 8835.83 ms
[2021-07-12 16:16:13 main:574] : INFO : Epoch 1855 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 8822.45 ms
[2021-07-12 16:16:22 main:574] : INFO : Epoch 1856 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 8863.66 ms
[2021-07-12 16:16:31 main:574] : INFO : Epoch 1857 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 8830.6 ms
[2021-07-12 16:16:40 main:574] : INFO : Epoch 1858 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 8840.79 ms
[2021-07-12 16:16:48 main:574] : INFO : Epoch 1859 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 8873.89 ms
[2021-07-12 16:16:57 main:574] : INFO : Epoch 1860 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 8803.53 ms
[2021-07-12 16:17:06 main:574] : INFO : Epoch 1861 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 8778.23 ms
[2021-07-12 16:17:15 main:574] : INFO : Epoch 1862 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 8874.39 ms
[2021-07-12 16:17:24 main:574] : INFO : Epoch 1863 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 8830.38 ms
[2021-07-12 16:17:33 main:574] : INFO : Epoch 1864 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 8795.06 ms
[2021-07-12 16:17:41 main:574] : INFO : Epoch 1865 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 8833.08 ms
[2021-07-12 16:17:50 main:574] : INFO : Epoch 1866 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 8802.15 ms
[2021-07-12 16:17:59 main:574] : INFO : Epoch 1867 | loss: 0.031174 | val_loss: 0.0311801 | Time: 8858.07 ms
[2021-07-12 16:18:08 main:574] : INFO : Epoch 1868 | loss: 0.0311741 | val_loss: 0.0311811 | Time: 8820 ms
[2021-07-12 16:18:17 main:574] : INFO : Epoch 1869 | loss: 0.031175 | val_loss: 0.0311866 | Time: 8891.33 ms
[2021-07-12 16:18:26 main:574] : INFO : Epoch 1870 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 8882.82 ms
[2021-07-12 16:18:35 main:574] : INFO : Epoch 1871 | loss: 0.0311749 | val_loss: 0.0311807 | Time: 8842.53 ms
[2021-07-12 16:18:43 main:574] : INFO : Epoch 1872 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 8844.17 ms
[2021-07-12 16:18:52 main:574] : INFO : Epoch 1873 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 8849.63 ms
[2021-07-12 16:19:01 main:574] : INFO : Epoch 1874 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 8846.94 ms
[2021-07-12 16:19:10 main:574] : INFO : Epoch 1875 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 8827.75 ms
[2021-07-12 16:19:19 main:574] : INFO : Epoch 1876 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 8869.88 ms
[2021-07-12 16:19:28 main:574] : INFO : Epoch 1877 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 8862.84 ms
[2021-07-12 16:19:37 main:574] : INFO : Epoch 1878 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 8825.46 ms
[2021-07-12 16:19:45 main:574] : INFO : Epoch 1879 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 8795.37 ms
[2021-07-12 16:19:54 main:574] : INFO : Epoch 1880 | loss: 0.0311729 | val_loss: 0.0311852 | Time: 8797.85 ms
[2021-07-12 16:20:03 main:574] : INFO : Epoch 1881 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 8884.09 ms
[2021-07-12 16:20:12 main:574] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.031178 | Time: 8803.76 ms
[2021-07-12 16:20:21 main:574] : INFO : Epoch 1883 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 8841.88 ms
[2021-07-12 16:20:30 main:574] : INFO : Epoch 1884 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 8890.26 ms
[2021-07-12 16:20:38 main:574] : INFO : Epoch 1885 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 8783.28 ms
[2021-07-12 16:20:47 main:574] : INFO : Epoch 1886 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 8846.52 ms
[2021-07-12 16:20:56 main:574] : INFO : Epoch 1887 | loss: 0.0311731 | val_loss: 0.0311755 | Time: 8837.83 ms
[2021-07-12 16:21:05 main:574] : INFO : Epoch 1888 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 8842.9 ms
[2021-07-12 16:21:14 main:574] : INFO : Epoch 1889 | loss: 0.0311727 | val_loss: 0.0311739 | Time: 8814.8 ms
[2021-07-12 16:21:23 main:574] : INFO : Epoch 1890 | loss: 0.0311707 | val_loss: 0.0311742 | Time: 8912.27 ms
[2021-07-12 16:21:32 main:574] : INFO : Epoch 1891 | loss: 0.0311706 | val_loss: 0.0311737 | Time: 8896.34 ms
[2021-07-12 16:21:41 main:574] : INFO : Epoch 1892 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 8818.54 ms
[2021-07-12 16:21:49 main:574] : INFO : Epoch 1893 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 8888.36 ms
[2021-07-12 16:21:58 main:574] : INFO : Epoch 1894 | loss: 0.0311683 | val_loss: 0.0311731 | Time: 8909.32 ms
[2021-07-12 16:22:07 main:574] : INFO : Epoch 1895 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 8876.26 ms
[2021-07-12 16:22:16 main:574] : INFO : Epoch 1896 | loss: 0.031169 | val_loss: 0.0311764 | Time: 8871.72 ms
[2021-07-12 16:22:25 main:574] : INFO : Epoch 1897 | loss: 0.0311691 | val_loss: 0.0311738 | Time: 8881.32 ms
[2021-07-12 16:22:34 main:574] : INFO : Epoch 1898 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 8879.26 ms
[2021-07-12 16:22:43 main:574] : INFO : Epoch 1899 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 8886.62 ms
[2021-07-12 16:22:52 main:574] : INFO : Epoch 1900 | loss: 0.031168 | val_loss: 0.0311727 | Time: 8862.85 ms
[2021-07-12 16:23:01 main:574] : INFO : Epoch 1901 | loss: 0.0311686 | val_loss: 0.0311822 | Time: 8860.04 ms
[2021-07-12 16:23:09 main:574] : INFO : Epoch 1902 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 8846.7 ms
[2021-07-12 16:23:18 main:574] : INFO : Epoch 1903 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 8826.25 ms
[2021-07-12 16:23:27 main:574] : INFO : Epoch 1904 | loss: 0.0311688 | val_loss: 0.0311804 | Time: 8833.58 ms
[2021-07-12 16:23:36 main:574] : INFO : Epoch 1905 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 8872.47 ms
[2021-07-12 16:23:45 main:574] : INFO : Epoch 1906 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 8863.98 ms
[2021-07-12 16:23:54 main:574] : INFO : Epoch 1907 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 8852.83 ms
[2021-07-12 16:24:02 main:574] : INFO : Epoch 1908 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 8789.92 ms
[2021-07-12 16:24:11 main:574] : INFO : Epoch 1909 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 8823.92 ms
[2021-07-12 16:24:20 main:574] : INFO : Epoch 1910 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 8791.57 ms
[2021-07-12 16:24:29 main:574] : INFO : Epoch 1911 | loss: 0.0311715 | val_loss: 0.0311712 | Time: 8807.87 ms
[2021-07-12 16:24:38 main:574] : INFO : Epoch 1912 | loss: 0.0311676 | val_loss: 0.0311708 | Time: 8790.22 ms
[2021-07-12 16:24:47 main:574] : INFO : Epoch 1913 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 8823.16 ms
[2021-07-12 16:24:55 main:574] : INFO : Epoch 1914 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 8812.61 ms
[2021-07-12 16:25:04 main:574] : INFO : Epoch 1915 | loss: 0.0311681 | val_loss: 0.031173 | Time: 8848.04 ms
[2021-07-12 16:25:13 main:574] : INFO : Epoch 1916 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 8867.12 ms
[2021-07-12 16:25:22 main:574] : INFO : Epoch 1917 | loss: 0.0311681 | val_loss: 0.0311713 | Time: 8808.88 ms
[2021-07-12 16:25:31 main:574] : INFO : Epoch 1918 | loss: 0.0311692 | val_loss: 0.03118 | Time: 8845.36 ms
[2021-07-12 16:25:40 main:574] : INFO : Epoch 1919 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 8836.63 ms
[2021-07-12 16:25:49 main:574] : INFO : Epoch 1920 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 8818.69 ms
[2021-07-12 16:25:57 main:574] : INFO : Epoch 1921 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 8838.59 ms
[2021-07-12 16:26:06 main:574] : INFO : Epoch 1922 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 8765.12 ms
[2021-07-12 16:26:15 main:574] : INFO : Epoch 1923 | loss: 0.031167 | val_loss: 0.0311722 | Time: 8794.83 ms
[2021-07-12 16:26:24 main:574] : INFO : Epoch 1924 | loss: 0.031167 | val_loss: 0.0311722 | Time: 8747.29 ms
[2021-07-12 16:26:32 main:574] : INFO : Epoch 1925 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 8779.9 ms
[2021-07-12 16:26:41 main:574] : INFO : Epoch 1926 | loss: 0.031174 | val_loss: 0.0311731 | Time: 8752.67 ms
[2021-07-12 16:26:50 main:574] : INFO : Epoch 1927 | loss: 0.0311741 | val_loss: 0.0311742 | Time: 8767.03 ms
[2021-07-12 16:26:59 main:574] : INFO : Epoch 1928 | loss: 0.031168 | val_loss: 0.0311861 | Time: 8785.2 ms
[2021-07-12 16:27:08 main:574] : INFO : Epoch 1929 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 8805.24 ms
[2021-07-12 16:27:16 main:574] : INFO : Epoch 1930 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 8796.27 ms
[2021-07-12 16:27:25 main:574] : INFO : Epoch 1931 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 8758.47 ms
[2021-07-12 16:27:34 main:574] : INFO : Epoch 1932 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 8778.56 ms
[2021-07-12 16:27:43 main:574] : INFO : Epoch 1933 | loss: 0.0311663 | val_loss: 0.031172 | Time: 8826.69 ms
[2021-07-12 16:27:52 main:574] : INFO : Epoch 1934 | loss: 0.0311679 | val_loss: 0.0311719 | Time: 8799.52 ms
[2021-07-12 16:28:00 main:574] : INFO : Epoch 1935 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 8749.55 ms
[2021-07-12 16:28:09 main:574] : INFO : Epoch 1936 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 8790.7 ms
[2021-07-12 16:28:18 main:574] : INFO : Epoch 1937 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 8786.88 ms
[2021-07-12 16:28:27 main:574] : INFO : Epoch 1938 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 8789.77 ms
[2021-07-12 16:28:36 main:574] : INFO : Epoch 1939 | loss: 0.0311647 | val_loss: 0.0311685 | Time: 8778.9 ms
[2021-07-12 16:28:44 main:574] : INFO : Epoch 1940 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 8770.86 ms
[2021-07-12 16:28:53 main:574] : INFO : Epoch 1941 | loss: 0.0311683 | val_loss: 0.0311698 | Time: 8828.51 ms
[2021-07-12 16:29:02 main:574] : INFO : Epoch 1942 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 8769.13 ms
[2021-07-12 16:29:11 main:574] : INFO : Epoch 1943 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 8807.27 ms
[2021-07-12 16:29:20 main:574] : INFO : Epoch 1944 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 8819.89 ms
[2021-07-12 16:29:28 main:574] : INFO : Epoch 1945 | loss: 0.0311685 | val_loss: 0.0311713 | Time: 8742.75 ms
[2021-07-12 16:29:37 main:574] : INFO : Epoch 1946 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 8805.23 ms
[2021-07-12 16:29:46 main:574] : INFO : Epoch 1947 | loss: 0.0311662 | val_loss: 0.031173 | Time: 8804.76 ms
[2021-07-12 16:29:55 main:574] : INFO : Epoch 1948 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 8795.67 ms
[2021-07-12 16:30:04 main:574] : INFO : Epoch 1949 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 8777.57 ms
[2021-07-12 16:30:12 main:574] : INFO : Epoch 1950 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 8805.37 ms
[2021-07-12 16:30:21 main:574] : INFO : Epoch 1951 | loss: 0.0311669 | val_loss: 0.0311832 | Time: 8809.38 ms
[2021-07-12 16:30:30 main:574] : INFO : Epoch 1952 | loss: 0.0311711 | val_loss: 0.0311714 | Time: 8755.14 ms
[2021-07-12 16:30:39 main:574] : INFO : Epoch 1953 | loss: 0.0311651 | val_loss: 0.0311863 | Time: 8788.73 ms
[2021-07-12 16:30:48 main:574] : INFO : Epoch 1954 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 8818.98 ms
[2021-07-12 16:30:56 main:574] : INFO : Epoch 1955 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 8801.67 ms
[2021-07-12 16:31:05 main:574] : INFO : Epoch 1956 | loss: 0.031171 | val_loss: 0.0311726 | Time: 8785.61 ms
[2021-07-12 16:31:14 main:574] : INFO : Epoch 1957 | loss: 0.0311628 | val_loss: 0.0311734 | Time: 8772.45 ms
[2021-07-12 16:31:23 main:574] : INFO : Epoch 1958 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 8802.14 ms
[2021-07-12 16:31:32 main:574] : INFO : Epoch 1959 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 8803.51 ms
[2021-07-12 16:31:40 main:574] : INFO : Epoch 1960 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 8753.97 ms
[2021-07-12 16:31:49 main:574] : INFO : Epoch 1961 | loss: 0.0311729 | val_loss: 0.0311705 | Time: 8798.05 ms
[2021-07-12 16:31:58 main:574] : INFO : Epoch 1962 | loss: 0.0311698 | val_loss: 0.0311684 | Time: 8798.18 ms
[2021-07-12 16:32:07 main:574] : INFO : Epoch 1963 | loss: 0.0311647 | val_loss: 0.0311691 | Time: 8800.01 ms
[2021-07-12 16:32:16 main:574] : INFO : Epoch 1964 | loss: 0.031162 | val_loss: 0.031171 | Time: 8802.97 ms
[2021-07-12 16:32:24 main:574] : INFO : Epoch 1965 | loss: 0.0311651 | val_loss: 0.03117 | Time: 8797.97 ms
[2021-07-12 16:32:33 main:574] : INFO : Epoch 1966 | loss: 0.0311607 | val_loss: 0.0311695 | Time: 8738.85 ms
[2021-07-12 16:32:42 main:574] : INFO : Epoch 1967 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 8802.15 ms
[2021-07-12 16:32:51 main:574] : INFO : Epoch 1968 | loss: 0.0311663 | val_loss: 0.0311726 | Time: 8790.26 ms
[2021-07-12 16:33:00 main:574] : INFO : Epoch 1969 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 8777.81 ms
[2021-07-12 16:33:08 main:574] : INFO : Epoch 1970 | loss: 0.0311594 | val_loss: 0.0311718 | Time: 8810.32 ms
[2021-07-12 16:33:17 main:574] : INFO : Epoch 1971 | loss: 0.0311645 | val_loss: 0.0311814 | Time: 8795.55 ms
[2021-07-12 16:33:26 main:574] : INFO : Epoch 1972 | loss: 0.0311614 | val_loss: 0.031168 | Time: 8795.24 ms
[2021-07-12 16:33:35 main:574] : INFO : Epoch 1973 | loss: 0.0311598 | val_loss: 0.0311739 | Time: 8777.59 ms
[2021-07-12 16:33:44 main:574] : INFO : Epoch 1974 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 8825.69 ms
[2021-07-12 16:33:52 main:574] : INFO : Epoch 1975 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 8799.53 ms
[2021-07-12 16:34:01 main:574] : INFO : Epoch 1976 | loss: 0.0311602 | val_loss: 0.0311683 | Time: 8788.81 ms
[2021-07-12 16:34:10 main:574] : INFO : Epoch 1977 | loss: 0.0311585 | val_loss: 0.0311704 | Time: 8818.07 ms
[2021-07-12 16:34:19 main:574] : INFO : Epoch 1978 | loss: 0.0311621 | val_loss: 0.03118 | Time: 8777.22 ms
[2021-07-12 16:34:28 main:574] : INFO : Epoch 1979 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 8790 ms
[2021-07-12 16:34:37 main:574] : INFO : Epoch 1980 | loss: 0.0311623 | val_loss: 0.0311805 | Time: 8761.32 ms
[2021-07-12 16:34:45 main:574] : INFO : Epoch 1981 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 8800.87 ms
[2021-07-12 16:34:54 main:574] : INFO : Epoch 1982 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 8815.84 ms
[2021-07-12 16:35:03 main:574] : INFO : Epoch 1983 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 8781.76 ms
[2021-07-12 16:35:12 main:574] : INFO : Epoch 1984 | loss: 0.0311595 | val_loss: 0.031168 | Time: 8788.29 ms
[2021-07-12 16:35:21 main:574] : INFO : Epoch 1985 | loss: 0.0311599 | val_loss: 0.0311737 | Time: 8794.58 ms
[2021-07-12 16:35:29 main:574] : INFO : Epoch 1986 | loss: 0.031161 | val_loss: 0.0311706 | Time: 8767.74 ms
[2021-07-12 16:35:38 main:574] : INFO : Epoch 1987 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 8764.58 ms
[2021-07-12 16:35:47 main:574] : INFO : Epoch 1988 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 8836.12 ms
[2021-07-12 16:35:56 main:574] : INFO : Epoch 1989 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 8804.65 ms
[2021-07-12 16:36:05 main:574] : INFO : Epoch 1990 | loss: 0.0311604 | val_loss: 0.031175 | Time: 8783.22 ms
[2021-07-12 16:36:13 main:574] : INFO : Epoch 1991 | loss: 0.031161 | val_loss: 0.0311694 | Time: 8816.26 ms
[2021-07-12 16:36:22 main:574] : INFO : Epoch 1992 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 8843.73 ms
[2021-07-12 16:36:31 main:574] : INFO : Epoch 1993 | loss: 0.0311586 | val_loss: 0.0311736 | Time: 8758.45 ms
[2021-07-12 16:36:40 main:574] : INFO : Epoch 1994 | loss: 0.0311614 | val_loss: 0.0311682 | Time: 8808.5 ms
[2021-07-12 16:36:49 main:574] : INFO : Epoch 1995 | loss: 0.031161 | val_loss: 0.0311695 | Time: 8817.2 ms
[2021-07-12 16:36:57 main:574] : INFO : Epoch 1996 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 8771.89 ms
[2021-07-12 16:37:06 main:574] : INFO : Epoch 1997 | loss: 0.031156 | val_loss: 0.0311718 | Time: 8822.73 ms
[2021-07-12 16:37:15 main:574] : INFO : Epoch 1998 | loss: 0.0311601 | val_loss: 0.0311705 | Time: 8829.12 ms
[2021-07-12 16:37:24 main:574] : INFO : Epoch 1999 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 8786.87 ms
[2021-07-12 16:37:33 main:574] : INFO : Epoch 2000 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 8836.36 ms
[2021-07-12 16:37:42 main:574] : INFO : Epoch 2001 | loss: 0.031164 | val_loss: 0.0311937 | Time: 8787.02 ms
[2021-07-12 16:37:50 main:574] : INFO : Epoch 2002 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 8804.62 ms
[2021-07-12 16:37:59 main:574] : INFO : Epoch 2003 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 8767.37 ms
[2021-07-12 16:38:08 main:574] : INFO : Epoch 2004 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 8818.86 ms
[2021-07-12 16:38:17 main:574] : INFO : Epoch 2005 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 8811.48 ms
[2021-07-12 16:38:26 main:574] : INFO : Epoch 2006 | loss: 0.0311619 | val_loss: 0.0311739 | Time: 8814.23 ms
[2021-07-12 16:38:34 main:574] : INFO : Epoch 2007 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 8810.38 ms
[2021-07-12 16:38:43 main:574] : INFO : Epoch 2008 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 8761.19 ms
[2021-07-12 16:38:52 main:574] : INFO : Epoch 2009 | loss: 0.0311555 | val_loss: 0.0311709 | Time: 8800.26 ms
[2021-07-12 16:39:01 main:574] : INFO : Epoch 2010 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 8793.42 ms
[2021-07-12 16:39:10 main:574] : INFO : Epoch 2011 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 8764.56 ms
[2021-07-12 16:39:18 main:574] : INFO : Epoch 2012 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 8838.42 ms
[2021-07-12 16:39:27 main:574] : INFO : Epoch 2013 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 8824.03 ms
[2021-07-12 16:39:36 main:574] : INFO : Epoch 2014 | loss: 0.0311557 | val_loss: 0.0311719 | Time: 8812.42 ms
[2021-07-12 16:39:45 main:574] : INFO : Epoch 2015 | loss: 0.0311561 | val_loss: 0.0311718 | Time: 8795.79 ms
[2021-07-12 16:39:54 main:574] : INFO : Epoch 2016 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 8830.83 ms
[2021-07-12 16:40:03 main:574] : INFO : Epoch 2017 | loss: 0.0311669 | val_loss: 0.0311823 | Time: 8783.4 ms
[2021-07-12 16:40:11 main:574] : INFO : Epoch 2018 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 8827.77 ms
[2021-07-12 16:40:20 main:574] : INFO : Epoch 2019 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 8839.1 ms
[2021-07-12 16:40:29 main:574] : INFO : Epoch 2020 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 8838.78 ms
[2021-07-12 16:40:38 main:574] : INFO : Epoch 2021 | loss: 0.0311562 | val_loss: 0.0311709 | Time: 8818.28 ms
[2021-07-12 16:40:47 main:574] : INFO : Epoch 2022 | loss: 0.0311559 | val_loss: 0.0311709 | Time: 8796.03 ms
[2021-07-12 16:40:56 main:574] : INFO : Epoch 2023 | loss: 0.0311561 | val_loss: 0.0311709 | Time: 8832.85 ms
[2021-07-12 16:41:04 main:574] : INFO : Epoch 2024 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 8781.69 ms
[2021-07-12 16:41:13 main:574] : INFO : Epoch 2025 | loss: 0.0311578 | val_loss: 0.0311839 | Time: 8825.19 ms
[2021-07-12 16:41:22 main:574] : INFO : Epoch 2026 | loss: 0.0311612 | val_loss: 0.031182 | Time: 8798.76 ms
[2021-07-12 16:41:31 main:574] : INFO : Epoch 2027 | loss: 0.031161 | val_loss: 0.0311744 | Time: 8826.77 ms
[2021-07-12 16:41:40 main:574] : INFO : Epoch 2028 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 8787.54 ms
[2021-07-12 16:41:48 main:574] : INFO : Epoch 2029 | loss: 0.0311549 | val_loss: 0.0311713 | Time: 8774.44 ms
[2021-07-12 16:41:57 main:574] : INFO : Epoch 2030 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 8826.73 ms
[2021-07-12 16:42:06 main:574] : INFO : Epoch 2031 | loss: 0.0311637 | val_loss: 0.0311826 | Time: 8773.13 ms
[2021-07-12 16:42:15 main:574] : INFO : Epoch 2032 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 8787.95 ms
[2021-07-12 16:42:24 main:574] : INFO : Epoch 2033 | loss: 0.0311557 | val_loss: 0.0311863 | Time: 8790.46 ms
[2021-07-12 16:42:32 main:574] : INFO : Epoch 2034 | loss: 0.0311672 | val_loss: 0.0311673 | Time: 8771.42 ms
[2021-07-12 16:42:41 main:574] : INFO : Epoch 2035 | loss: 0.0311581 | val_loss: 0.0311746 | Time: 8791.3 ms
[2021-07-12 16:42:50 main:574] : INFO : Epoch 2036 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 8754.62 ms
[2021-07-12 16:42:59 main:574] : INFO : Epoch 2037 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 8820.64 ms
[2021-07-12 16:43:08 main:574] : INFO : Epoch 2038 | loss: 0.0311521 | val_loss: 0.0311703 | Time: 8787.07 ms
[2021-07-12 16:43:16 main:574] : INFO : Epoch 2039 | loss: 0.0311563 | val_loss: 0.0311713 | Time: 8780.52 ms
[2021-07-12 16:43:25 main:574] : INFO : Epoch 2040 | loss: 0.0311558 | val_loss: 0.0311809 | Time: 8811.18 ms
[2021-07-12 16:43:34 main:574] : INFO : Epoch 2041 | loss: 0.0311583 | val_loss: 0.0311923 | Time: 8792.57 ms
[2021-07-12 16:43:43 main:574] : INFO : Epoch 2042 | loss: 0.0311682 | val_loss: 0.0311931 | Time: 8806.72 ms
[2021-07-12 16:43:52 main:574] : INFO : Epoch 2043 | loss: 0.0311568 | val_loss: 0.0311718 | Time: 8790.44 ms
[2021-07-12 16:44:01 main:574] : INFO : Epoch 2044 | loss: 0.0311517 | val_loss: 0.0311789 | Time: 8823.99 ms
[2021-07-12 16:44:09 main:574] : INFO : Epoch 2045 | loss: 0.0311533 | val_loss: 0.0311712 | Time: 8822.42 ms
[2021-07-12 16:44:18 main:574] : INFO : Epoch 2046 | loss: 0.0311498 | val_loss: 0.0311725 | Time: 8800.3 ms
[2021-07-12 16:44:27 main:574] : INFO : Epoch 2047 | loss: 0.0311516 | val_loss: 0.0311727 | Time: 8770.69 ms
[2021-07-12 16:44:36 main:574] : INFO : Epoch 2048 | loss: 0.0311513 | val_loss: 0.031173 | Time: 8814.77 ms
[2021-07-12 16:44:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031173
[2021-07-12 16:44:36 main:603] : INFO : Saving end state to config to file
[2021-07-12 16:44:36 main:608] : INFO : Success, exiting..
16:44:36 (16556): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)