Task 3631717
| Name | ParityModified-1608764427-22716-7_0 |
| Workunit | 1836639 |
| Created | 10 Jan 2021, 20:43:21 UTC |
| Sent | 12 Jan 2021, 18:50:47 UTC |
| Report deadline | 19 Jan 2021, 18:50:47 UTC |
| Received | 12 Jan 2021, 21:32:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 2 hours 37 min 3 sec |
| CPU time | 2 hours 34 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 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: 0.0311946 | val_loss: 0.0311973 | Time: 4544.03 ms
[2021-01-12 21:53:18 main:574] : INFO : Epoch 1543 | loss: 0.0311975 | val_loss: 0.0311984 | Time: 4553.01 ms
[2021-01-12 21:53:23 main:574] : INFO : Epoch 1544 | loss: 0.0311924 | val_loss: 0.0311878 | Time: 4550.95 ms
[2021-01-12 21:53:27 main:574] : INFO : Epoch 1545 | loss: 0.031191 | val_loss: 0.0311886 | Time: 4543.6 ms
[2021-01-12 21:53:32 main:574] : INFO : Epoch 1546 | loss: 0.0311918 | val_loss: 0.0311887 | Time: 4554.37 ms
[2021-01-12 21:53:36 main:574] : INFO : Epoch 1547 | loss: 0.0311905 | val_loss: 0.0311872 | Time: 4556.49 ms
[2021-01-12 21:53:41 main:574] : INFO : Epoch 1548 | loss: 0.0311907 | val_loss: 0.0311886 | Time: 4552.64 ms
[2021-01-12 21:53:45 main:574] : INFO : Epoch 1549 | loss: 0.0311899 | val_loss: 0.0311886 | Time: 4551.19 ms
[2021-01-12 21:53:50 main:574] : INFO : Epoch 1550 | loss: 0.031193 | val_loss: 0.031189 | Time: 4556.84 ms
[2021-01-12 21:53:55 main:574] : INFO : Epoch 1551 | loss: 0.0311928 | val_loss: 0.0311877 | Time: 4550.87 ms
[2021-01-12 21:53:59 main:574] : INFO : Epoch 1552 | loss: 0.0311918 | val_loss: 0.0311872 | Time: 4558.31 ms
[2021-01-12 21:54:04 main:574] : INFO : Epoch 1553 | loss: 0.0311925 | val_loss: 0.0311892 | Time: 4558.83 ms
[2021-01-12 21:54:08 main:574] : INFO : Epoch 1554 | loss: 0.0311928 | val_loss: 0.0311921 | Time: 4548.93 ms
[2021-01-12 21:54:13 main:574] : INFO : Epoch 1555 | loss: 0.031192 | val_loss: 0.0311867 | Time: 4552.52 ms
[2021-01-12 21:54:17 main:574] : INFO : Epoch 1556 | loss: 0.0311905 | val_loss: 0.0311875 | Time: 4541.68 ms
[2021-01-12 21:54:22 main:574] : INFO : Epoch 1557 | loss: 0.0311919 | val_loss: 0.0311857 | Time: 4545.17 ms
[2021-01-12 21:54:27 main:574] : INFO : Epoch 1558 | loss: 0.0311942 | val_loss: 0.0311911 | Time: 4554.34 ms
[2021-01-12 21:54:31 main:574] : INFO : Epoch 1559 | loss: 0.0311919 | val_loss: 0.0311897 | Time: 4544.53 ms
[2021-01-12 21:54:36 main:574] : INFO : Epoch 1560 | loss: 0.031191 | val_loss: 0.0311869 | Time: 4550.41 ms
[2021-01-12 21:54:40 main:574] : INFO : Epoch 1561 | loss: 0.0311895 | val_loss: 0.0311866 | Time: 4524.9 ms
[2021-01-12 21:54:45 main:574] : INFO : Epoch 1562 | loss: 0.0311887 | val_loss: 0.031187 | Time: 4554.87 ms
[2021-01-12 21:54:49 main:574] : INFO : Epoch 1563 | loss: 0.0311897 | val_loss: 0.031188 | Time: 4561.71 ms
[2021-01-12 21:54:54 main:574] : INFO : Epoch 1564 | loss: 0.0311893 | val_loss: 0.0311864 | Time: 4553.09 ms
[2021-01-12 21:54:58 main:574] : INFO : Epoch 1565 | loss: 0.0311888 | val_loss: 0.0311871 | Time: 4544.47 ms
[2021-01-12 21:55:03 main:574] : INFO : Epoch 1566 | loss: 0.0311885 | val_loss: 0.0311855 | Time: 4539.85 ms
[2021-01-12 21:55:08 main:574] : INFO : Epoch 1567 | loss: 0.0311884 | val_loss: 0.0311868 | Time: 4559.67 ms
[2021-01-12 21:55:12 main:574] : INFO : Epoch 1568 | loss: 0.0311882 | val_loss: 0.0311874 | Time: 4550.23 ms
[2021-01-12 21:55:17 main:574] : INFO : Epoch 1569 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 4550.89 ms
[2021-01-12 21:55:21 main:574] : INFO : Epoch 1570 | loss: 0.0311884 | val_loss: 0.0311857 | Time: 4551.79 ms
[2021-01-12 21:55:26 main:574] : INFO : Epoch 1571 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 4558.96 ms
[2021-01-12 21:55:30 main:574] : INFO : Epoch 1572 | loss: 0.031194 | val_loss: 0.0311928 | Time: 4541.81 ms
[2021-01-12 21:55:35 main:574] : INFO : Epoch 1573 | loss: 0.0311948 | val_loss: 0.0311918 | Time: 4558.69 ms
[2021-01-12 21:55:40 main:574] : INFO : Epoch 1574 | loss: 0.0311936 | val_loss: 0.0311912 | Time: 4549.67 ms
[2021-01-12 21:55:44 main:574] : INFO : Epoch 1575 | loss: 0.0311939 | val_loss: 0.0311927 | Time: 4540.05 ms
[2021-01-12 21:55:49 main:574] : INFO : Epoch 1576 | loss: 0.0311941 | val_loss: 0.0311903 | Time: 4545.94 ms
[2021-01-12 21:55:53 main:574] : INFO : Epoch 1577 | loss: 0.031192 | val_loss: 0.0311902 | Time: 4545.14 ms
[2021-01-12 21:55:58 main:574] : INFO : Epoch 1578 | loss: 0.0311918 | val_loss: 0.0311898 | Time: 4558.29 ms
[2021-01-12 21:56:02 main:574] : INFO : Epoch 1579 | loss: 0.0311922 | val_loss: 0.0311916 | Time: 4560.89 ms
[2021-01-12 21:56:07 main:574] : INFO : Epoch 1580 | loss: 0.0311924 | val_loss: 0.0311905 | Time: 4551.13 ms
[2021-01-12 21:56:12 main:574] : INFO : Epoch 1581 | loss: 0.0311915 | val_loss: 0.0311895 | Time: 4547.35 ms
[2021-01-12 21:56:16 main:574] : INFO : Epoch 1582 | loss: 0.0311906 | val_loss: 0.0311898 | Time: 4553.67 ms
[2021-01-12 21:56:21 main:574] : INFO : Epoch 1583 | loss: 0.0311905 | val_loss: 0.031189 | Time: 4551.35 ms
[2021-01-12 21:56:25 main:574] : INFO : Epoch 1584 | loss: 0.0311898 | val_loss: 0.0311895 | Time: 4547.58 ms
[2021-01-12 21:56:30 main:574] : INFO : Epoch 1585 | loss: 0.0311905 | val_loss: 0.0311894 | Time: 4542.36 ms
[2021-01-12 21:56:34 main:574] : INFO : Epoch 1586 | loss: 0.0311903 | val_loss: 0.0311886 | Time: 4557.48 ms
[2021-01-12 21:56:39 main:574] : INFO : Epoch 1587 | loss: 0.0311896 | val_loss: 0.0311881 | Time: 4558.3 ms
[2021-01-12 21:56:44 main:574] : INFO : Epoch 1588 | loss: 0.0311895 | val_loss: 0.0311885 | Time: 4548.04 ms
[2021-01-12 21:56:48 main:574] : INFO : Epoch 1589 | loss: 0.0311908 | val_loss: 0.0311884 | Time: 4562.27 ms
[2021-01-12 21:56:53 main:574] : INFO : Epoch 1590 | loss: 0.0311897 | val_loss: 0.0311885 | Time: 4569.05 ms
[2021-01-12 21:56:57 main:574] : INFO : Epoch 1591 | loss: 0.031189 | val_loss: 0.0311889 | Time: 4542.36 ms
[2021-01-12 21:57:02 main:574] : INFO : Epoch 1592 | loss: 0.0311898 | val_loss: 0.0311888 | Time: 4557.5 ms
[2021-01-12 21:57:06 main:574] : INFO : Epoch 1593 | loss: 0.0311896 | val_loss: 0.0311886 | Time: 4562.26 ms
[2021-01-12 21:57:11 main:574] : INFO : Epoch 1594 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 4541.55 ms
[2021-01-12 21:57:16 main:574] : INFO : Epoch 1595 | loss: 0.0311893 | val_loss: 0.0311881 | Time: 4538.97 ms
[2021-01-12 21:57:20 main:574] : INFO : Epoch 1596 | loss: 0.0311904 | val_loss: 0.031189 | Time: 4549.9 ms
[2021-01-12 21:57:25 main:574] : INFO : Epoch 1597 | loss: 0.0311901 | val_loss: 0.0311918 | Time: 4552.9 ms
[2021-01-12 21:57:29 main:574] : INFO : Epoch 1598 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 4547.55 ms
[2021-01-12 21:57:34 main:574] : INFO : Epoch 1599 | loss: 0.031189 | val_loss: 0.0311877 | Time: 4545.88 ms
[2021-01-12 21:57:38 main:574] : INFO : Epoch 1600 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 4557.9 ms
[2021-01-12 21:57:43 main:574] : INFO : Epoch 1601 | loss: 0.0311885 | val_loss: 0.0311886 | Time: 4549.5 ms
[2021-01-12 21:57:47 main:574] : INFO : Epoch 1602 | loss: 0.0311894 | val_loss: 0.0311877 | Time: 4547.98 ms
[2021-01-12 21:57:52 main:574] : INFO : Epoch 1603 | loss: 0.0311898 | val_loss: 0.0311875 | Time: 4559.74 ms
[2021-01-12 21:57:57 main:574] : INFO : Epoch 1604 | loss: 0.0311888 | val_loss: 0.0311875 | Time: 4561.86 ms
[2021-01-12 21:58:01 main:574] : INFO : Epoch 1605 | loss: 0.0311889 | val_loss: 0.0311878 | Time: 4552.52 ms
[2021-01-12 21:58:06 main:574] : INFO : Epoch 1606 | loss: 0.0311885 | val_loss: 0.031188 | Time: 4553.2 ms
[2021-01-12 21:58:10 main:574] : INFO : Epoch 1607 | loss: 0.03119 | val_loss: 0.03119 | Time: 4553.3 ms
[2021-01-12 21:58:15 main:574] : INFO : Epoch 1608 | loss: 0.031194 | val_loss: 0.0311905 | Time: 4550.45 ms
[2021-01-12 21:58:20 main:574] : INFO : Epoch 1609 | loss: 0.0311912 | val_loss: 0.0311883 | Time: 4561.14 ms
[2021-01-12 21:58:24 main:574] : INFO : Epoch 1610 | loss: 0.0311911 | val_loss: 0.0311886 | Time: 4547.98 ms
[2021-01-12 21:58:29 main:574] : INFO : Epoch 1611 | loss: 0.0311904 | val_loss: 0.0311882 | Time: 4546.23 ms
[2021-01-12 21:58:33 main:574] : INFO : Epoch 1612 | loss: 0.0311905 | val_loss: 0.0311908 | Time: 4552.38 ms
[2021-01-12 21:58:38 main:574] : INFO : Epoch 1613 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 4531.69 ms
[2021-01-12 21:58:42 main:574] : INFO : Epoch 1614 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 4556.31 ms
[2021-01-12 21:58:47 main:574] : INFO : Epoch 1615 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 4554.58 ms
[2021-01-12 21:58:51 main:574] : INFO : Epoch 1616 | loss: 0.032641 | val_loss: 0.0320033 | Time: 4556.17 ms
[2021-01-12 21:58:56 main:574] : INFO : Epoch 1617 | loss: 0.0369815 | val_loss: 0.0329885 | Time: 4553.55 ms
[2021-01-12 21:59:01 main:574] : INFO : Epoch 1618 | loss: 0.0325697 | val_loss: 0.0319908 | Time: 4550.49 ms
[2021-01-12 21:59:05 main:574] : INFO : Epoch 1619 | loss: 0.0315086 | val_loss: 0.0312826 | Time: 4543.94 ms
[2021-01-12 21:59:10 main:574] : INFO : Epoch 1620 | loss: 0.031283 | val_loss: 0.0312647 | Time: 4543.23 ms
[2021-01-12 21:59:14 main:574] : INFO : Epoch 1621 | loss: 0.0312448 | val_loss: 0.0312365 | Time: 4548.92 ms
[2021-01-12 21:59:19 main:574] : INFO : Epoch 1622 | loss: 0.031228 | val_loss: 0.0312217 | Time: 4547.16 ms
[2021-01-12 21:59:23 main:574] : INFO : Epoch 1623 | loss: 0.0312195 | val_loss: 0.0312123 | Time: 4554.49 ms
[2021-01-12 21:59:28 main:574] : INFO : Epoch 1624 | loss: 0.0312121 | val_loss: 0.0312064 | Time: 4553.56 ms
[2021-01-12 21:59:33 main:574] : INFO : Epoch 1625 | loss: 0.031207 | val_loss: 0.031202 | Time: 4551.77 ms
[2021-01-12 21:59:37 main:574] : INFO : Epoch 1626 | loss: 0.0312036 | val_loss: 0.0311993 | Time: 4557.11 ms
[2021-01-12 21:59:42 main:574] : INFO : Epoch 1627 | loss: 0.0312017 | val_loss: 0.0311974 | Time: 4552.33 ms
[2021-01-12 21:59:46 main:574] : INFO : Epoch 1628 | loss: 0.0312001 | val_loss: 0.0311953 | Time: 4560.34 ms
[2021-01-12 21:59:51 main:574] : INFO : Epoch 1629 | loss: 0.0311991 | val_loss: 0.0311952 | Time: 4561.53 ms
[2021-01-12 21:59:55 main:574] : INFO : Epoch 1630 | loss: 0.0311975 | val_loss: 0.0311933 | Time: 4555.23 ms
[2021-01-12 22:00:00 main:574] : INFO : Epoch 1631 | loss: 0.0311963 | val_loss: 0.0311923 | Time: 4561.59 ms
[2021-01-12 22:00:05 main:574] : INFO : Epoch 1632 | loss: 0.0311959 | val_loss: 0.0311919 | Time: 4549.11 ms
[2021-01-12 22:00:09 main:574] : INFO : Epoch 1633 | loss: 0.0311956 | val_loss: 0.0311912 | Time: 4540.42 ms
[2021-01-12 22:00:14 main:574] : INFO : Epoch 1634 | loss: 0.0311952 | val_loss: 0.0311919 | Time: 4549.65 ms
[2021-01-12 22:00:18 main:574] : INFO : Epoch 1635 | loss: 0.0311955 | val_loss: 0.0311915 | Time: 4551.5 ms
[2021-01-12 22:00:23 main:574] : INFO : Epoch 1636 | loss: 0.0311946 | val_loss: 0.0311901 | Time: 4552.58 ms
[2021-01-12 22:00:27 main:574] : INFO : Epoch 1637 | loss: 0.031194 | val_loss: 0.0311913 | Time: 4556.94 ms
[2021-01-12 22:00:32 main:574] : INFO : Epoch 1638 | loss: 0.0311951 | val_loss: 0.0311921 | Time: 4538.49 ms
[2021-01-12 22:00:37 main:574] : INFO : Epoch 1639 | loss: 0.0311949 | val_loss: 0.0311903 | Time: 4549.67 ms
[2021-01-12 22:00:41 main:574] : INFO : Epoch 1640 | loss: 0.0311936 | val_loss: 0.0311896 | Time: 4552.79 ms
[2021-01-12 22:00:46 main:574] : INFO : Epoch 1641 | loss: 0.0311923 | val_loss: 0.0311899 | Time: 4542 ms
[2021-01-12 22:00:50 main:574] : INFO : Epoch 1642 | loss: 0.031193 | val_loss: 0.0311892 | Time: 4559.08 ms
[2021-01-12 22:00:55 main:574] : INFO : Epoch 1643 | loss: 0.031192 | val_loss: 0.0311905 | Time: 4548.61 ms
[2021-01-12 22:00:59 main:574] : INFO : Epoch 1644 | loss: 0.0311926 | val_loss: 0.0311907 | Time: 4557.25 ms
[2021-01-12 22:01:04 main:574] : INFO : Epoch 1645 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 4556.19 ms
[2021-01-12 22:01:09 main:574] : INFO : Epoch 1646 | loss: 0.0311909 | val_loss: 0.0311896 | Time: 4546.49 ms
[2021-01-12 22:01:13 main:574] : INFO : Epoch 1647 | loss: 0.0311917 | val_loss: 0.0311897 | Time: 4555.77 ms
[2021-01-12 22:01:18 main:574] : INFO : Epoch 1648 | loss: 0.031193 | val_loss: 0.0311934 | Time: 4556.35 ms
[2021-01-12 22:01:22 main:574] : INFO : Epoch 1649 | loss: 0.0311913 | val_loss: 0.03119 | Time: 4555.81 ms
[2021-01-12 22:01:27 main:574] : INFO : Epoch 1650 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 4553.42 ms
[2021-01-12 22:01:31 main:574] : INFO : Epoch 1651 | loss: 0.031191 | val_loss: 0.0311892 | Time: 4542.4 ms
[2021-01-12 22:01:36 main:574] : INFO : Epoch 1652 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 4550.4 ms
[2021-01-12 22:01:40 main:574] : INFO : Epoch 1653 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 4548.54 ms
[2021-01-12 22:01:45 main:574] : INFO : Epoch 1654 | loss: 0.0311905 | val_loss: 0.0311893 | Time: 4545.92 ms
[2021-01-12 22:01:50 main:574] : INFO : Epoch 1655 | loss: 0.0311898 | val_loss: 0.0311881 | Time: 4564.96 ms
[2021-01-12 22:01:54 main:574] : INFO : Epoch 1656 | loss: 0.0311891 | val_loss: 0.0311884 | Time: 4561.48 ms
[2021-01-12 22:01:59 main:574] : INFO : Epoch 1657 | loss: 0.031189 | val_loss: 0.0311902 | Time: 4557.77 ms
[2021-01-12 22:02:03 main:574] : INFO : Epoch 1658 | loss: 0.031189 | val_loss: 0.0311892 | Time: 4543.63 ms
[2021-01-12 22:02:08 main:574] : INFO : Epoch 1659 | loss: 0.0311893 | val_loss: 0.031188 | Time: 4561.33 ms
[2021-01-12 22:02:12 main:574] : INFO : Epoch 1660 | loss: 0.0311889 | val_loss: 0.0311877 | Time: 4563.69 ms
[2021-01-12 22:02:17 main:574] : INFO : Epoch 1661 | loss: 0.031189 | val_loss: 0.0311877 | Time: 4553.27 ms
[2021-01-12 22:02:22 main:574] : INFO : Epoch 1662 | loss: 0.0311888 | val_loss: 0.0311882 | Time: 4566.02 ms
[2021-01-12 22:02:26 main:574] : INFO : Epoch 1663 | loss: 0.0311886 | val_loss: 0.0311895 | Time: 4543.9 ms
[2021-01-12 22:02:31 main:574] : INFO : Epoch 1664 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 4542.16 ms
[2021-01-12 22:02:35 main:574] : INFO : Epoch 1665 | loss: 0.0311891 | val_loss: 0.0311889 | Time: 4549.26 ms
[2021-01-12 22:02:40 main:574] : INFO : Epoch 1666 | loss: 0.0311908 | val_loss: 0.0311862 | Time: 4548 ms
[2021-01-12 22:02:44 main:574] : INFO : Epoch 1667 | loss: 0.0311903 | val_loss: 0.0311886 | Time: 4557.53 ms
[2021-01-12 22:02:49 main:574] : INFO : Epoch 1668 | loss: 0.0311903 | val_loss: 0.0311877 | Time: 4541.48 ms
[2021-01-12 22:02:54 main:574] : INFO : Epoch 1669 | loss: 0.0311895 | val_loss: 0.0311883 | Time: 4559.12 ms
[2021-01-12 22:02:58 main:574] : INFO : Epoch 1670 | loss: 0.0311892 | val_loss: 0.0311873 | Time: 4558.54 ms
[2021-01-12 22:03:03 main:574] : INFO : Epoch 1671 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 4549.27 ms
[2021-01-12 22:03:07 main:574] : INFO : Epoch 1672 | loss: 0.0311894 | val_loss: 0.0311869 | Time: 4534.9 ms
[2021-01-12 22:03:12 main:574] : INFO : Epoch 1673 | loss: 0.0311889 | val_loss: 0.0311864 | Time: 4549.32 ms
[2021-01-12 22:03:16 main:574] : INFO : Epoch 1674 | loss: 0.0311893 | val_loss: 0.0311862 | Time: 4553.19 ms
[2021-01-12 22:03:21 main:574] : INFO : Epoch 1675 | loss: 0.0311946 | val_loss: 0.0311911 | Time: 4557.22 ms
[2021-01-12 22:03:26 main:574] : INFO : Epoch 1676 | loss: 0.0311936 | val_loss: 0.0311904 | Time: 4544.34 ms
[2021-01-12 22:03:30 main:574] : INFO : Epoch 1677 | loss: 0.0311926 | val_loss: 0.0311894 | Time: 4553.4 ms
[2021-01-12 22:03:35 main:574] : INFO : Epoch 1678 | loss: 0.0311916 | val_loss: 0.0311927 | Time: 4555.45 ms
[2021-01-12 22:03:39 main:574] : INFO : Epoch 1679 | loss: 0.0311921 | val_loss: 0.0311896 | Time: 4549.48 ms
[2021-01-12 22:03:44 main:574] : INFO : Epoch 1680 | loss: 0.0311906 | val_loss: 0.0311878 | Time: 4535.67 ms
[2021-01-12 22:03:48 main:574] : INFO : Epoch 1681 | loss: 0.0311901 | val_loss: 0.0311873 | Time: 4552.35 ms
[2021-01-12 22:03:53 main:574] : INFO : Epoch 1682 | loss: 0.0311893 | val_loss: 0.0311872 | Time: 4530.93 ms
[2021-01-12 22:03:58 main:574] : INFO : Epoch 1683 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 4549.55 ms
[2021-01-12 22:04:02 main:574] : INFO : Epoch 1684 | loss: 0.0311908 | val_loss: 0.0311882 | Time: 4554.86 ms
[2021-01-12 22:04:07 main:574] : INFO : Epoch 1685 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 4565.17 ms
[2021-01-12 22:04:11 main:574] : INFO : Epoch 1686 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 4548.92 ms
[2021-01-12 22:04:16 main:574] : INFO : Epoch 1687 | loss: 0.0311885 | val_loss: 0.0311875 | Time: 4553.38 ms
[2021-01-12 22:04:20 main:574] : INFO : Epoch 1688 | loss: 0.0311898 | val_loss: 0.0311884 | Time: 4557.29 ms
[2021-01-12 22:04:25 main:574] : INFO : Epoch 1689 | loss: 0.03119 | val_loss: 0.0311881 | Time: 4555.12 ms
[2021-01-12 22:04:30 main:574] : INFO : Epoch 1690 | loss: 0.0311897 | val_loss: 0.0311876 | Time: 4546.89 ms
[2021-01-12 22:04:34 main:574] : INFO : Epoch 1691 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 4531.98 ms
[2021-01-12 22:04:39 main:574] : INFO : Epoch 1692 | loss: 0.0311902 | val_loss: 0.031188 | Time: 4552.6 ms
[2021-01-12 22:04:43 main:574] : INFO : Epoch 1693 | loss: 0.031191 | val_loss: 0.0311878 | Time: 4557.82 ms
[2021-01-12 22:04:48 main:574] : INFO : Epoch 1694 | loss: 0.0311906 | val_loss: 0.0311878 | Time: 4544.73 ms
[2021-01-12 22:04:52 main:574] : INFO : Epoch 1695 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 4543.51 ms
[2021-01-12 22:04:57 main:574] : INFO : Epoch 1696 | loss: 0.0311916 | val_loss: 0.0311878 | Time: 4551.53 ms
[2021-01-12 22:05:01 main:574] : INFO : Epoch 1697 | loss: 0.0311925 | val_loss: 0.0311927 | Time: 4560.37 ms
[2021-01-12 22:05:06 main:574] : INFO : Epoch 1698 | loss: 0.0311926 | val_loss: 0.0311899 | Time: 4545 ms
[2021-01-12 22:05:11 main:574] : INFO : Epoch 1699 | loss: 0.0311918 | val_loss: 0.0311884 | Time: 4555.2 ms
[2021-01-12 22:05:15 main:574] : INFO : Epoch 1700 | loss: 0.0311929 | val_loss: 0.0311895 | Time: 4551.89 ms
[2021-01-12 22:05:20 main:574] : INFO : Epoch 1701 | loss: 0.0311925 | val_loss: 0.0311915 | Time: 4543.39 ms
[2021-01-12 22:05:24 main:574] : INFO : Epoch 1702 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 4551.46 ms
[2021-01-12 22:05:29 main:574] : INFO : Epoch 1703 | loss: 0.0312056 | val_loss: 0.0312014 | Time: 4554.9 ms
[2021-01-12 22:05:33 main:574] : INFO : Epoch 1704 | loss: 0.0312052 | val_loss: 0.0312009 | Time: 4562.39 ms
[2021-01-12 22:05:38 main:574] : INFO : Epoch 1705 | loss: 0.0312051 | val_loss: 0.0312011 | Time: 4560.73 ms
[2021-01-12 22:05:43 main:574] : INFO : Epoch 1706 | loss: 0.0312038 | val_loss: 0.0312034 | Time: 4554.14 ms
[2021-01-12 22:05:47 main:574] : INFO : Epoch 1707 | loss: 0.031202 | val_loss: 0.0311993 | Time: 4555.78 ms
[2021-01-12 22:05:52 main:574] : INFO : Epoch 1708 | loss: 0.0312009 | val_loss: 0.0312 | Time: 4553.29 ms
[2021-01-12 22:05:56 main:574] : INFO : Epoch 1709 | loss: 0.0311986 | val_loss: 0.0311993 | Time: 4546.87 ms
[2021-01-12 22:06:01 main:574] : INFO : Epoch 1710 | loss: 0.0311985 | val_loss: 0.0312002 | Time: 4553.57 ms
[2021-01-12 22:06:05 main:574] : INFO : Epoch 1711 | loss: 0.0311988 | val_loss: 0.0312022 | Time: 4543.85 ms
[2021-01-12 22:06:10 main:574] : INFO : Epoch 1712 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 4541.39 ms
[2021-01-12 22:06:15 main:574] : INFO : Epoch 1713 | loss: 0.0311987 | val_loss: 0.0312038 | Time: 4556.64 ms
[2021-01-12 22:06:19 main:574] : INFO : Epoch 1714 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 4551.43 ms
[2021-01-12 22:06:24 main:574] : INFO : Epoch 1715 | loss: 0.0311973 | val_loss: 0.0311988 | Time: 4547.23 ms
[2021-01-12 22:06:28 main:574] : INFO : Epoch 1716 | loss: 0.0311966 | val_loss: 0.031199 | Time: 4542.4 ms
[2021-01-12 22:06:33 main:574] : INFO : Epoch 1717 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 4546.1 ms
[2021-01-12 22:06:37 main:574] : INFO : Epoch 1718 | loss: 0.031197 | val_loss: 0.0311994 | Time: 4553.69 ms
[2021-01-12 22:06:42 main:574] : INFO : Epoch 1719 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 4549.95 ms
[2021-01-12 22:06:47 main:574] : INFO : Epoch 1720 | loss: 0.0311958 | val_loss: 0.0311976 | Time: 4549.14 ms
[2021-01-12 22:06:51 main:574] : INFO : Epoch 1721 | loss: 0.0311958 | val_loss: 0.0311973 | Time: 4556.08 ms
[2021-01-12 22:06:56 main:574] : INFO : Epoch 1722 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 4561.35 ms
[2021-01-12 22:07:00 main:574] : INFO : Epoch 1723 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 4547.33 ms
[2021-01-12 22:07:05 main:574] : INFO : Epoch 1724 | loss: 0.0311958 | val_loss: 0.031197 | Time: 4545.8 ms
[2021-01-12 22:07:09 main:574] : INFO : Epoch 1725 | loss: 0.0311946 | val_loss: 0.0311969 | Time: 4563.68 ms
[2021-01-12 22:07:14 main:574] : INFO : Epoch 1726 | loss: 0.031196 | val_loss: 0.0311963 | Time: 4554.96 ms
[2021-01-12 22:07:19 main:574] : INFO : Epoch 1727 | loss: 0.0311952 | val_loss: 0.031195 | Time: 4554.53 ms
[2021-01-12 22:07:23 main:574] : INFO : Epoch 1728 | loss: 0.0311942 | val_loss: 0.0311951 | Time: 4570.93 ms
[2021-01-12 22:07:28 main:574] : INFO : Epoch 1729 | loss: 0.0311939 | val_loss: 0.0311961 | Time: 4560.53 ms
[2021-01-12 22:07:32 main:574] : INFO : Epoch 1730 | loss: 0.0311946 | val_loss: 0.0311959 | Time: 4556.79 ms
[2021-01-12 22:07:37 main:574] : INFO : Epoch 1731 | loss: 0.031194 | val_loss: 0.0311958 | Time: 4535.28 ms
[2021-01-12 22:07:41 main:574] : INFO : Epoch 1732 | loss: 0.0311939 | val_loss: 0.0311952 | Time: 4554.43 ms
[2021-01-12 22:07:46 main:574] : INFO : Epoch 1733 | loss: 0.0311944 | val_loss: 0.0311948 | Time: 4550.1 ms
[2021-01-12 22:07:51 main:574] : INFO : Epoch 1734 | loss: 0.0311934 | val_loss: 0.0311978 | Time: 4544.11 ms
[2021-01-12 22:07:55 main:574] : INFO : Epoch 1735 | loss: 0.0311938 | val_loss: 0.0311947 | Time: 4550.32 ms
[2021-01-12 22:08:00 main:574] : INFO : Epoch 1736 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 4556.54 ms
[2021-01-12 22:08:04 main:574] : INFO : Epoch 1737 | loss: 0.0311926 | val_loss: 0.0311997 | Time: 4552.49 ms
[2021-01-12 22:08:09 main:574] : INFO : Epoch 1738 | loss: 0.0311944 | val_loss: 0.0311953 | Time: 4541 ms
[2021-01-12 22:08:13 main:574] : INFO : Epoch 1739 | loss: 0.0311949 | val_loss: 0.0311947 | Time: 4558.24 ms
[2021-01-12 22:08:18 main:574] : INFO : Epoch 1740 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 4567.41 ms
[2021-01-12 22:08:23 main:574] : INFO : Epoch 1741 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 4552.24 ms
[2021-01-12 22:08:27 main:574] : INFO : Epoch 1742 | loss: 0.031194 | val_loss: 0.0311972 | Time: 4541.14 ms
[2021-01-12 22:08:32 main:574] : INFO : Epoch 1743 | loss: 0.0311958 | val_loss: 0.0311943 | Time: 4541.48 ms
[2021-01-12 22:08:36 main:574] : INFO : Epoch 1744 | loss: 0.031194 | val_loss: 0.031195 | Time: 4558.35 ms
[2021-01-12 22:08:41 main:574] : INFO : Epoch 1745 | loss: 0.0311951 | val_loss: 0.0311954 | Time: 4546.77 ms
[2021-01-12 22:08:45 main:574] : INFO : Epoch 1746 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 4560.11 ms
[2021-01-12 22:08:50 main:574] : INFO : Epoch 1747 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 4558.29 ms
[2021-01-12 22:08:55 main:574] : INFO : Epoch 1748 | loss: 0.0311919 | val_loss: 0.031193 | Time: 4552.35 ms
[2021-01-12 22:08:59 main:574] : INFO : Epoch 1749 | loss: 0.0311911 | val_loss: 0.0311927 | Time: 4545.36 ms
[2021-01-12 22:09:04 main:574] : INFO : Epoch 1750 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 4546.12 ms
[2021-01-12 22:09:08 main:574] : INFO : Epoch 1751 | loss: 0.0311908 | val_loss: 0.031194 | Time: 4557.53 ms
[2021-01-12 22:09:13 main:574] : INFO : Epoch 1752 | loss: 0.0311912 | val_loss: 0.0311928 | Time: 4550.08 ms
[2021-01-12 22:09:17 main:574] : INFO : Epoch 1753 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 4543.92 ms
[2021-01-12 22:09:22 main:574] : INFO : Epoch 1754 | loss: 0.031192 | val_loss: 0.0311932 | Time: 4535.57 ms
[2021-01-12 22:09:26 main:574] : INFO : Epoch 1755 | loss: 0.0311915 | val_loss: 0.031192 | Time: 4540.95 ms
[2021-01-12 22:09:31 main:574] : INFO : Epoch 1756 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 4556.14 ms
[2021-01-12 22:09:36 main:574] : INFO : Epoch 1757 | loss: 0.0311921 | val_loss: 0.0311941 | Time: 4552.86 ms
[2021-01-12 22:09:40 main:574] : INFO : Epoch 1758 | loss: 0.0311911 | val_loss: 0.0311939 | Time: 4554.81 ms
[2021-01-12 22:09:45 main:574] : INFO : Epoch 1759 | loss: 0.0311901 | val_loss: 0.0311926 | Time: 4552.55 ms
[2021-01-12 22:09:49 main:574] : INFO : Epoch 1760 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 4561.03 ms
[2021-01-12 22:09:54 main:574] : INFO : Epoch 1761 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 4548.94 ms
[2021-01-12 22:09:58 main:574] : INFO : Epoch 1762 | loss: 0.0311895 | val_loss: 0.0311934 | Time: 4550.63 ms
[2021-01-12 22:10:03 main:574] : INFO : Epoch 1763 | loss: 0.0311912 | val_loss: 0.0311927 | Time: 4558.31 ms
[2021-01-12 22:10:08 main:574] : INFO : Epoch 1764 | loss: 0.0311898 | val_loss: 0.0311954 | Time: 4552.71 ms
[2021-01-12 22:10:12 main:574] : INFO : Epoch 1765 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 4555.64 ms
[2021-01-12 22:10:17 main:574] : INFO : Epoch 1766 | loss: 0.0311897 | val_loss: 0.0311941 | Time: 4556.42 ms
[2021-01-12 22:10:21 main:574] : INFO : Epoch 1767 | loss: 0.0311961 | val_loss: 0.0312019 | Time: 4558.33 ms
[2021-01-12 22:10:26 main:574] : INFO : Epoch 1768 | loss: 0.0311979 | val_loss: 0.0312009 | Time: 4548.48 ms
[2021-01-12 22:10:30 main:574] : INFO : Epoch 1769 | loss: 0.031197 | val_loss: 0.0312003 | Time: 4543.01 ms
[2021-01-12 22:10:35 main:574] : INFO : Epoch 1770 | loss: 0.0311976 | val_loss: 0.0311994 | Time: 4563 ms
[2021-01-12 22:10:40 main:574] : INFO : Epoch 1771 | loss: 0.0311961 | val_loss: 0.0311989 | Time: 4549 ms
[2021-01-12 22:10:44 main:574] : INFO : Epoch 1772 | loss: 0.0311946 | val_loss: 0.0311986 | Time: 4546.1 ms
[2021-01-12 22:10:49 main:574] : INFO : Epoch 1773 | loss: 0.0311936 | val_loss: 0.0311987 | Time: 4539.77 ms
[2021-01-12 22:10:53 main:574] : INFO : Epoch 1774 | loss: 0.0311934 | val_loss: 0.0311994 | Time: 4542.04 ms
[2021-01-12 22:10:58 main:574] : INFO : Epoch 1775 | loss: 0.0311937 | val_loss: 0.0311981 | Time: 4555.86 ms
[2021-01-12 22:11:02 main:574] : INFO : Epoch 1776 | loss: 0.0311933 | val_loss: 0.0311998 | Time: 4548.22 ms
[2021-01-12 22:11:07 main:574] : INFO : Epoch 1777 | loss: 0.0311938 | val_loss: 0.0311993 | Time: 4553.44 ms
[2021-01-12 22:11:12 main:574] : INFO : Epoch 1778 | loss: 0.0311932 | val_loss: 0.0311979 | Time: 4549.15 ms
[2021-01-12 22:11:16 main:574] : INFO : Epoch 1779 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 4566.42 ms
[2021-01-12 22:11:21 main:574] : INFO : Epoch 1780 | loss: 0.0311964 | val_loss: 0.0312013 | Time: 4550.28 ms
[2021-01-12 22:11:25 main:574] : INFO : Epoch 1781 | loss: 0.0312007 | val_loss: 0.0311956 | Time: 4558.19 ms
[2021-01-12 22:11:30 main:574] : INFO : Epoch 1782 | loss: 0.0311968 | val_loss: 0.0311945 | Time: 4563.91 ms
[2021-01-12 22:11:34 main:574] : INFO : Epoch 1783 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 4552.85 ms
[2021-01-12 22:11:39 main:574] : INFO : Epoch 1784 | loss: 0.0311926 | val_loss: 0.031192 | Time: 4559.72 ms
[2021-01-12 22:11:44 main:574] : INFO : Epoch 1785 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 4550.22 ms
[2021-01-12 22:11:48 main:574] : INFO : Epoch 1786 | loss: 0.0311934 | val_loss: 0.0311937 | Time: 4550.06 ms
[2021-01-12 22:11:53 main:574] : INFO : Epoch 1787 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 4553 ms
[2021-01-12 22:11:57 main:574] : INFO : Epoch 1788 | loss: 0.0311912 | val_loss: 0.031192 | Time: 4548.62 ms
[2021-01-12 22:12:02 main:574] : INFO : Epoch 1789 | loss: 0.031191 | val_loss: 0.0311914 | Time: 4542.02 ms
[2021-01-12 22:12:06 main:574] : INFO : Epoch 1790 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 4556.41 ms
[2021-01-12 22:12:11 main:574] : INFO : Epoch 1791 | loss: 0.0311914 | val_loss: 0.0311938 | Time: 4548.61 ms
[2021-01-12 22:12:16 main:574] : INFO : Epoch 1792 | loss: 0.0311929 | val_loss: 0.0311924 | Time: 4547.57 ms
[2021-01-12 22:12:20 main:574] : INFO : Epoch 1793 | loss: 0.0311912 | val_loss: 0.0311913 | Time: 4540.52 ms
[2021-01-12 22:12:25 main:574] : INFO : Epoch 1794 | loss: 0.0311913 | val_loss: 0.0311949 | Time: 4555.38 ms
[2021-01-12 22:12:29 main:574] : INFO : Epoch 1795 | loss: 0.0311921 | val_loss: 0.0311904 | Time: 4563.15 ms
[2021-01-12 22:12:34 main:574] : INFO : Epoch 1796 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 4553.25 ms
[2021-01-12 22:12:38 main:574] : INFO : Epoch 1797 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 4546.79 ms
[2021-01-12 22:12:43 main:574] : INFO : Epoch 1798 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 4555.86 ms
[2021-01-12 22:12:48 main:574] : INFO : Epoch 1799 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 4564.32 ms
[2021-01-12 22:12:52 main:574] : INFO : Epoch 1800 | loss: 0.031189 | val_loss: 0.0311911 | Time: 4557.83 ms
[2021-01-12 22:12:57 main:574] : INFO : Epoch 1801 | loss: 0.0311889 | val_loss: 0.0311899 | Time: 4565.09 ms
[2021-01-12 22:13:01 main:574] : INFO : Epoch 1802 | loss: 0.0311894 | val_loss: 0.0311962 | Time: 4551.13 ms
[2021-01-12 22:13:06 main:574] : INFO : Epoch 1803 | loss: 0.0311901 | val_loss: 0.0311902 | Time: 4552.46 ms
[2021-01-12 22:13:10 main:574] : INFO : Epoch 1804 | loss: 0.0311883 | val_loss: 0.0311903 | Time: 4548.02 ms
[2021-01-12 22:13:15 main:574] : INFO : Epoch 1805 | loss: 0.0311898 | val_loss: 0.0311932 | Time: 4555.68 ms
[2021-01-12 22:13:20 main:574] : INFO : Epoch 1806 | loss: 0.0311899 | val_loss: 0.0311916 | Time: 4562.39 ms
[2021-01-12 22:13:24 main:574] : INFO : Epoch 1807 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 4549.19 ms
[2021-01-12 22:13:29 main:574] : INFO : Epoch 1808 | loss: 0.0311886 | val_loss: 0.0311905 | Time: 4538.76 ms
[2021-01-12 22:13:33 main:574] : INFO : Epoch 1809 | loss: 0.0311889 | val_loss: 0.0311908 | Time: 4542.82 ms
[2021-01-12 22:13:38 main:574] : INFO : Epoch 1810 | loss: 0.0311897 | val_loss: 0.0311924 | Time: 4545.85 ms
[2021-01-12 22:13:42 main:574] : INFO : Epoch 1811 | loss: 0.031189 | val_loss: 0.0311903 | Time: 4550.44 ms
[2021-01-12 22:13:47 main:574] : INFO : Epoch 1812 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 4549.18 ms
[2021-01-12 22:13:51 main:574] : INFO : Epoch 1813 | loss: 0.031191 | val_loss: 0.0311926 | Time: 4538.08 ms
[2021-01-12 22:13:56 main:574] : INFO : Epoch 1814 | loss: 0.0311889 | val_loss: 0.031193 | Time: 4548.64 ms
[2021-01-12 22:14:01 main:574] : INFO : Epoch 1815 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 4545.38 ms
[2021-01-12 22:14:05 main:574] : INFO : Epoch 1816 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 4555.07 ms
[2021-01-12 22:14:10 main:574] : INFO : Epoch 1817 | loss: 0.0311883 | val_loss: 0.0311907 | Time: 4538.66 ms
[2021-01-12 22:14:14 main:574] : INFO : Epoch 1818 | loss: 0.0311893 | val_loss: 0.0311919 | Time: 4567.14 ms
[2021-01-12 22:14:19 main:574] : INFO : Epoch 1819 | loss: 0.031188 | val_loss: 0.0311901 | Time: 4565.12 ms
[2021-01-12 22:14:24 main:574] : INFO : Epoch 1820 | loss: 0.0311874 | val_loss: 0.0311901 | Time: 4550.03 ms
[2021-01-12 22:14:28 main:574] : INFO : Epoch 1821 | loss: 0.0311882 | val_loss: 0.0311896 | Time: 4552.31 ms
[2021-01-12 22:14:33 main:574] : INFO : Epoch 1822 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 4557.93 ms
[2021-01-12 22:14:37 main:574] : INFO : Epoch 1823 | loss: 0.0311885 | val_loss: 0.0311899 | Time: 4559.17 ms
[2021-01-12 22:14:42 main:574] : INFO : Epoch 1824 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 4550.68 ms
[2021-01-12 22:14:47 main:574] : INFO : Epoch 1825 | loss: 0.03119 | val_loss: 0.031192 | Time: 4548.94 ms
[2021-01-12 22:14:51 main:574] : INFO : Epoch 1826 | loss: 0.031193 | val_loss: 0.0311953 | Time: 4545.35 ms
[2021-01-12 22:14:56 main:574] : INFO : Epoch 1827 | loss: 0.0311942 | val_loss: 0.031193 | Time: 4544.41 ms
[2021-01-12 22:15:00 main:574] : INFO : Epoch 1828 | loss: 0.0311924 | val_loss: 0.031193 | Time: 4550.63 ms
[2021-01-12 22:15:05 main:574] : INFO : Epoch 1829 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 4556.11 ms
[2021-01-12 22:15:09 main:574] : INFO : Epoch 1830 | loss: 0.0311912 | val_loss: 0.0311918 | Time: 4557.32 ms
[2021-01-12 22:15:14 main:574] : INFO : Epoch 1831 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 4569.75 ms
[2021-01-12 22:15:18 main:574] : INFO : Epoch 1832 | loss: 0.0311926 | val_loss: 0.0311943 | Time: 4550.26 ms
[2021-01-12 22:15:23 main:574] : INFO : Epoch 1833 | loss: 0.0311924 | val_loss: 0.0311947 | Time: 4546.22 ms
[2021-01-12 22:15:28 main:574] : INFO : Epoch 1834 | loss: 0.0311909 | val_loss: 0.0311916 | Time: 4546.59 ms
[2021-01-12 22:15:32 main:574] : INFO : Epoch 1835 | loss: 0.0311907 | val_loss: 0.0311914 | Time: 4557.22 ms
[2021-01-12 22:15:37 main:574] : INFO : Epoch 1836 | loss: 0.0311898 | val_loss: 0.031191 | Time: 4557.81 ms
[2021-01-12 22:15:41 main:574] : INFO : Epoch 1837 | loss: 0.0311898 | val_loss: 0.031192 | Time: 4549.31 ms
[2021-01-12 22:15:46 main:574] : INFO : Epoch 1838 | loss: 0.0311898 | val_loss: 0.0311914 | Time: 4558.9 ms
[2021-01-12 22:15:51 main:574] : INFO : Epoch 1839 | loss: 0.0311904 | val_loss: 0.0311907 | Time: 4560.2 ms
[2021-01-12 22:15:55 main:574] : INFO : Epoch 1840 | loss: 0.0311905 | val_loss: 0.0311907 | Time: 4539.4 ms
[2021-01-12 22:16:00 main:574] : INFO : Epoch 1841 | loss: 0.0311913 | val_loss: 0.0311955 | Time: 4536.57 ms
[2021-01-12 22:16:04 main:574] : INFO : Epoch 1842 | loss: 0.0311929 | val_loss: 0.0311907 | Time: 4560.97 ms
[2021-01-12 22:16:09 main:574] : INFO : Epoch 1843 | loss: 0.0311898 | val_loss: 0.0311901 | Time: 4542.97 ms
[2021-01-12 22:16:13 main:574] : INFO : Epoch 1844 | loss: 0.0311911 | val_loss: 0.0311935 | Time: 4552.01 ms
[2021-01-12 22:16:18 main:574] : INFO : Epoch 1845 | loss: 0.0311911 | val_loss: 0.0311913 | Time: 4542.9 ms
[2021-01-12 22:16:22 main:574] : INFO : Epoch 1846 | loss: 0.0311896 | val_loss: 0.0311917 | Time: 4548.7 ms
[2021-01-12 22:16:27 main:574] : INFO : Epoch 1847 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 4539.38 ms
[2021-01-12 22:16:32 main:574] : INFO : Epoch 1848 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 4556.86 ms
[2021-01-12 22:16:36 main:574] : INFO : Epoch 1849 | loss: 0.0311897 | val_loss: 0.0311909 | Time: 4551.56 ms
[2021-01-12 22:16:41 main:574] : INFO : Epoch 1850 | loss: 0.0311903 | val_loss: 0.0311909 | Time: 4543.12 ms
[2021-01-12 22:16:45 main:574] : INFO : Epoch 1851 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 4549.82 ms
[2021-01-12 22:16:50 main:574] : INFO : Epoch 1852 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 4547.83 ms
[2021-01-12 22:16:54 main:574] : INFO : Epoch 1853 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 4560.57 ms
[2021-01-12 22:16:59 main:574] : INFO : Epoch 1854 | loss: 0.0311917 | val_loss: 0.0311904 | Time: 4546.65 ms
[2021-01-12 22:17:04 main:574] : INFO : Epoch 1855 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 4548.05 ms
[2021-01-12 22:17:08 main:574] : INFO : Epoch 1856 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 4560.73 ms
[2021-01-12 22:17:13 main:574] : INFO : Epoch 1857 | loss: 0.0311892 | val_loss: 0.03119 | Time: 4567.4 ms
[2021-01-12 22:17:17 main:574] : INFO : Epoch 1858 | loss: 0.0311892 | val_loss: 0.0311923 | Time: 4563.85 ms
[2021-01-12 22:17:22 main:574] : INFO : Epoch 1859 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 4556.09 ms
[2021-01-12 22:17:26 main:574] : INFO : Epoch 1860 | loss: 0.0311898 | val_loss: 0.0311927 | Time: 4545.5 ms
[2021-01-12 22:17:31 main:574] : INFO : Epoch 1861 | loss: 0.0311903 | val_loss: 0.0311929 | Time: 4568.35 ms
[2021-01-12 22:17:36 main:574] : INFO : Epoch 1862 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 4544.43 ms
[2021-01-12 22:17:40 main:574] : INFO : Epoch 1863 | loss: 0.0311942 | val_loss: 0.0311972 | Time: 4563.56 ms
[2021-01-12 22:17:45 main:574] : INFO : Epoch 1864 | loss: 0.0311925 | val_loss: 0.0311931 | Time: 4543.11 ms
[2021-01-12 22:17:49 main:574] : INFO : Epoch 1865 | loss: 0.0311923 | val_loss: 0.0312002 | Time: 4552.17 ms
[2021-01-12 22:17:54 main:574] : INFO : Epoch 1866 | loss: 0.0311913 | val_loss: 0.0311918 | Time: 4548.45 ms
[2021-01-12 22:17:58 main:574] : INFO : Epoch 1867 | loss: 0.0311896 | val_loss: 0.031192 | Time: 4555.05 ms
[2021-01-12 22:18:03 main:574] : INFO : Epoch 1868 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 4553.7 ms
[2021-01-12 22:18:08 main:574] : INFO : Epoch 1869 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 4545.44 ms
[2021-01-12 22:18:12 main:574] : INFO : Epoch 1870 | loss: 0.0311884 | val_loss: 0.0311919 | Time: 4558.6 ms
[2021-01-12 22:18:17 main:574] : INFO : Epoch 1871 | loss: 0.0311893 | val_loss: 0.0311931 | Time: 4531.13 ms
[2021-01-12 22:18:21 main:574] : INFO : Epoch 1872 | loss: 0.0311895 | val_loss: 0.0311918 | Time: 4542.36 ms
[2021-01-12 22:18:26 main:574] : INFO : Epoch 1873 | loss: 0.0311891 | val_loss: 0.0311903 | Time: 4552.54 ms
[2021-01-12 22:18:30 main:574] : INFO : Epoch 1874 | loss: 0.0311896 | val_loss: 0.0311917 | Time: 4561.38 ms
[2021-01-12 22:18:35 main:574] : INFO : Epoch 1875 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 4551.29 ms
[2021-01-12 22:18:40 main:574] : INFO : Epoch 1876 | loss: 0.0311895 | val_loss: 0.0311917 | Time: 4556.27 ms
[2021-01-12 22:18:44 main:574] : INFO : Epoch 1877 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 4556.78 ms
[2021-01-12 22:18:49 main:574] : INFO : Epoch 1878 | loss: 0.0311882 | val_loss: 0.0311932 | Time: 4540.93 ms
[2021-01-12 22:18:53 main:574] : INFO : Epoch 1879 | loss: 0.031188 | val_loss: 0.0311911 | Time: 4550.86 ms
[2021-01-12 22:18:58 main:574] : INFO : Epoch 1880 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 4555.43 ms
[2021-01-12 22:19:02 main:574] : INFO : Epoch 1881 | loss: 0.0311871 | val_loss: 0.031191 | Time: 4553.39 ms
[2021-01-12 22:19:07 main:574] : INFO : Epoch 1882 | loss: 0.0311895 | val_loss: 0.0311869 | Time: 4550.17 ms
[2021-01-12 22:19:12 main:574] : INFO : Epoch 1883 | loss: 0.0311906 | val_loss: 0.0311868 | Time: 4552.07 ms
[2021-01-12 22:19:16 main:574] : INFO : Epoch 1884 | loss: 0.0311906 | val_loss: 0.0311894 | Time: 4555.41 ms
[2021-01-12 22:19:21 main:574] : INFO : Epoch 1885 | loss: 0.0311909 | val_loss: 0.0311867 | Time: 4550.9 ms
[2021-01-12 22:19:25 main:574] : INFO : Epoch 1886 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 4542.79 ms
[2021-01-12 22:19:30 main:574] : INFO : Epoch 1887 | loss: 0.0311887 | val_loss: 0.0311861 | Time: 4560.03 ms
[2021-01-12 22:19:34 main:574] : INFO : Epoch 1888 | loss: 0.0311895 | val_loss: 0.0311859 | Time: 4554.23 ms
[2021-01-12 22:19:39 main:574] : INFO : Epoch 1889 | loss: 0.0311896 | val_loss: 0.0311867 | Time: 4551.93 ms
[2021-01-12 22:19:44 main:574] : INFO : Epoch 1890 | loss: 0.0311884 | val_loss: 0.0311851 | Time: 4559.61 ms
[2021-01-12 22:19:48 main:574] : INFO : Epoch 1891 | loss: 0.0311885 | val_loss: 0.0311858 | Time: 4544.02 ms
[2021-01-12 22:19:53 main:574] : INFO : Epoch 1892 | loss: 0.0311875 | val_loss: 0.0311893 | Time: 4542.08 ms
[2021-01-12 22:19:57 main:574] : INFO : Epoch 1893 | loss: 0.0311895 | val_loss: 0.031187 | Time: 4553.62 ms
[2021-01-12 22:20:02 main:574] : INFO : Epoch 1894 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 4549.68 ms
[2021-01-12 22:20:06 main:574] : INFO : Epoch 1895 | loss: 0.0311894 | val_loss: 0.0311864 | Time: 4545.15 ms
[2021-01-12 22:20:11 main:574] : INFO : Epoch 1896 | loss: 0.0311875 | val_loss: 0.0311846 | Time: 4555.11 ms
[2021-01-12 22:20:15 main:574] : INFO : Epoch 1897 | loss: 0.0311867 | val_loss: 0.0311847 | Time: 4543.3 ms
[2021-01-12 22:20:20 main:574] : INFO : Epoch 1898 | loss: 0.031188 | val_loss: 0.0311855 | Time: 4549.83 ms
[2021-01-12 22:20:25 main:574] : INFO : Epoch 1899 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 4549.83 ms
[2021-01-12 22:20:29 main:574] : INFO : Epoch 1900 | loss: 0.0311888 | val_loss: 0.0311862 | Time: 4556.14 ms
[2021-01-12 22:20:34 main:574] : INFO : Epoch 1901 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 4543.42 ms
[2021-01-12 22:20:38 main:574] : INFO : Epoch 1902 | loss: 0.0311877 | val_loss: 0.0311853 | Time: 4544.39 ms
[2021-01-12 22:20:43 main:574] : INFO : Epoch 1903 | loss: 0.031188 | val_loss: 0.0311866 | Time: 4552.56 ms
[2021-01-12 22:20:47 main:574] : INFO : Epoch 1904 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 4561.15 ms
[2021-01-12 22:20:52 main:574] : INFO : Epoch 1905 | loss: 0.0311856 | val_loss: 0.031185 | Time: 4543.63 ms
[2021-01-12 22:20:57 main:574] : INFO : Epoch 1906 | loss: 0.0311863 | val_loss: 0.031187 | Time: 4553.69 ms
[2021-01-12 22:21:01 main:574] : INFO : Epoch 1907 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 4558.39 ms
[2021-01-12 22:21:06 main:574] : INFO : Epoch 1908 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 4555.5 ms
[2021-01-12 22:21:10 main:574] : INFO : Epoch 1909 | loss: 0.0311864 | val_loss: 0.0311849 | Time: 4553.41 ms
[2021-01-12 22:21:15 main:574] : INFO : Epoch 1910 | loss: 0.031186 | val_loss: 0.031188 | Time: 4542.73 ms
[2021-01-12 22:21:19 main:574] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.0311853 | Time: 4554.9 ms
[2021-01-12 22:21:24 main:574] : INFO : Epoch 1912 | loss: 0.0311873 | val_loss: 0.0311874 | Time: 4557.58 ms
[2021-01-12 22:21:29 main:574] : INFO : Epoch 1913 | loss: 0.0311876 | val_loss: 0.031194 | Time: 4559.46 ms
[2021-01-12 22:21:33 main:574] : INFO : Epoch 1914 | loss: 0.0311881 | val_loss: 0.0311846 | Time: 4564.39 ms
[2021-01-12 22:21:38 main:574] : INFO : Epoch 1915 | loss: 0.0311874 | val_loss: 0.0311854 | Time: 4559.83 ms
[2021-01-12 22:21:42 main:574] : INFO : Epoch 1916 | loss: 0.0311856 | val_loss: 0.0311843 | Time: 4548.75 ms
[2021-01-12 22:21:47 main:574] : INFO : Epoch 1917 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 4545.18 ms
[2021-01-12 22:21:51 main:574] : INFO : Epoch 1918 | loss: 0.0311868 | val_loss: 0.0311844 | Time: 4550.07 ms
[2021-01-12 22:21:56 main:574] : INFO : Epoch 1919 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 4551.18 ms
[2021-01-12 22:22:01 main:574] : INFO : Epoch 1920 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 4552.44 ms
[2021-01-12 22:22:05 main:574] : INFO : Epoch 1921 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 4538.81 ms
[2021-01-12 22:22:10 main:574] : INFO : Epoch 1922 | loss: 0.0311851 | val_loss: 0.0311843 | Time: 4551.32 ms
[2021-01-12 22:22:14 main:574] : INFO : Epoch 1923 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 4546.6 ms
[2021-01-12 22:22:19 main:574] : INFO : Epoch 1924 | loss: 0.0311861 | val_loss: 0.0311846 | Time: 4540.55 ms
[2021-01-12 22:22:23 main:574] : INFO : Epoch 1925 | loss: 0.0311861 | val_loss: 0.0311847 | Time: 4554.26 ms
[2021-01-12 22:22:28 main:574] : INFO : Epoch 1926 | loss: 0.0311848 | val_loss: 0.0311842 | Time: 4560.59 ms
[2021-01-12 22:22:33 main:574] : INFO : Epoch 1927 | loss: 0.031185 | val_loss: 0.0311849 | Time: 4547.17 ms
[2021-01-12 22:22:37 main:574] : INFO : Epoch 1928 | loss: 0.031186 | val_loss: 0.031187 | Time: 4559.07 ms
[2021-01-12 22:22:42 main:574] : INFO : Epoch 1929 | loss: 0.0311867 | val_loss: 0.0311849 | Time: 4549.78 ms
[2021-01-12 22:22:46 main:574] : INFO : Epoch 1930 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 4544.89 ms
[2021-01-12 22:22:51 main:574] : INFO : Epoch 1931 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 4561.23 ms
[2021-01-12 22:22:55 main:574] : INFO : Epoch 1932 | loss: 0.0311854 | val_loss: 0.0311842 | Time: 4545.55 ms
[2021-01-12 22:23:00 main:574] : INFO : Epoch 1933 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 4556.79 ms
[2021-01-12 22:23:05 main:574] : INFO : Epoch 1934 | loss: 0.0311869 | val_loss: 0.0311876 | Time: 4546.36 ms
[2021-01-12 22:23:09 main:574] : INFO : Epoch 1935 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 4548.22 ms
[2021-01-12 22:23:14 main:574] : INFO : Epoch 1936 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 4549.63 ms
[2021-01-12 22:23:18 main:574] : INFO : Epoch 1937 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 4554.65 ms
[2021-01-12 22:23:23 main:574] : INFO : Epoch 1938 | loss: 0.0311835 | val_loss: 0.031188 | Time: 4557.69 ms
[2021-01-12 22:23:27 main:574] : INFO : Epoch 1939 | loss: 0.0311847 | val_loss: 0.0311855 | Time: 4551.65 ms
[2021-01-12 22:23:32 main:574] : INFO : Epoch 1940 | loss: 0.0311836 | val_loss: 0.031186 | Time: 4555.71 ms
[2021-01-12 22:23:37 main:574] : INFO : Epoch 1941 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 4542.29 ms
[2021-01-12 22:23:41 main:574] : INFO : Epoch 1942 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 4558.44 ms
[2021-01-12 22:23:46 main:574] : INFO : Epoch 1943 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 4534.7 ms
[2021-01-12 22:23:50 main:574] : INFO : Epoch 1944 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 4552.99 ms
[2021-01-12 22:23:55 main:574] : INFO : Epoch 1945 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 4556.8 ms
[2021-01-12 22:23:59 main:574] : INFO : Epoch 1946 | loss: 0.0311842 | val_loss: 0.0311859 | Time: 4553.09 ms
[2021-01-12 22:24:04 main:574] : INFO : Epoch 1947 | loss: 0.0311844 | val_loss: 0.031188 | Time: 4548.94 ms
[2021-01-12 22:24:08 main:574] : INFO : Epoch 1948 | loss: 0.0311851 | val_loss: 0.0311881 | Time: 4542.22 ms
[2021-01-12 22:24:13 main:574] : INFO : Epoch 1949 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 4542.38 ms
[2021-01-12 22:24:18 main:574] : INFO : Epoch 1950 | loss: 0.0311841 | val_loss: 0.0311869 | Time: 4550.98 ms
[2021-01-12 22:24:22 main:574] : INFO : Epoch 1951 | loss: 0.0311858 | val_loss: 0.0311874 | Time: 4542.38 ms
[2021-01-12 22:24:27 main:574] : INFO : Epoch 1952 | loss: 0.031183 | val_loss: 0.0311847 | Time: 4559.25 ms
[2021-01-12 22:24:31 main:574] : INFO : Epoch 1953 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 4568.31 ms
[2021-01-12 22:24:36 main:574] : INFO : Epoch 1954 | loss: 0.0311836 | val_loss: 0.0311881 | Time: 4568.64 ms
[2021-01-12 22:24:40 main:574] : INFO : Epoch 1955 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 4541.45 ms
[2021-01-12 22:24:45 main:574] : INFO : Epoch 1956 | loss: 0.0311848 | val_loss: 0.0311844 | Time: 4567.85 ms
[2021-01-12 22:24:50 main:574] : INFO : Epoch 1957 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 4547.13 ms
[2021-01-12 22:24:54 main:574] : INFO : Epoch 1958 | loss: 0.0311847 | val_loss: 0.0311849 | Time: 4551.51 ms
[2021-01-12 22:24:59 main:574] : INFO : Epoch 1959 | loss: 0.0311831 | val_loss: 0.0311842 | Time: 4552.41 ms
[2021-01-12 22:25:03 main:574] : INFO : Epoch 1960 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 4554.54 ms
[2021-01-12 22:25:08 main:574] : INFO : Epoch 1961 | loss: 0.031185 | val_loss: 0.0311876 | Time: 4556.78 ms
[2021-01-12 22:25:13 main:574] : INFO : Epoch 1962 | loss: 0.0311834 | val_loss: 0.031185 | Time: 4551.96 ms
[2021-01-12 22:25:17 main:574] : INFO : Epoch 1963 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 4548.46 ms
[2021-01-12 22:25:22 main:574] : INFO : Epoch 1964 | loss: 0.0311835 | val_loss: 0.031184 | Time: 4554.13 ms
[2021-01-12 22:25:26 main:574] : INFO : Epoch 1965 | loss: 0.0311827 | val_loss: 0.0311855 | Time: 4556.27 ms
[2021-01-12 22:25:31 main:574] : INFO : Epoch 1966 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 4548.69 ms
[2021-01-12 22:25:35 main:574] : INFO : Epoch 1967 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 4554.76 ms
[2021-01-12 22:25:40 main:574] : INFO : Epoch 1968 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 4554.25 ms
[2021-01-12 22:25:45 main:574] : INFO : Epoch 1969 | loss: 0.031184 | val_loss: 0.0311843 | Time: 4538.93 ms
[2021-01-12 22:25:49 main:574] : INFO : Epoch 1970 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 4550.06 ms
[2021-01-12 22:25:54 main:574] : INFO : Epoch 1971 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 4556.98 ms
[2021-01-12 22:25:58 main:574] : INFO : Epoch 1972 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 4549.98 ms
[2021-01-12 22:26:03 main:574] : INFO : Epoch 1973 | loss: 0.0311824 | val_loss: 0.0311847 | Time: 4542.38 ms
[2021-01-12 22:26:07 main:574] : INFO : Epoch 1974 | loss: 0.0311829 | val_loss: 0.0311863 | Time: 4545.59 ms
[2021-01-12 22:26:12 main:574] : INFO : Epoch 1975 | loss: 0.0311827 | val_loss: 0.0311836 | Time: 4552.89 ms
[2021-01-12 22:26:16 main:574] : INFO : Epoch 1976 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 4550.64 ms
[2021-01-12 22:26:21 main:574] : INFO : Epoch 1977 | loss: 0.0311825 | val_loss: 0.031184 | Time: 4558.45 ms
[2021-01-12 22:26:26 main:574] : INFO : Epoch 1978 | loss: 0.0311828 | val_loss: 0.031184 | Time: 4560.68 ms
[2021-01-12 22:26:30 main:574] : INFO : Epoch 1979 | loss: 0.0311852 | val_loss: 0.0311833 | Time: 4547.64 ms
[2021-01-12 22:26:35 main:574] : INFO : Epoch 1980 | loss: 0.0311851 | val_loss: 0.0311867 | Time: 4550.71 ms
[2021-01-12 22:26:39 main:574] : INFO : Epoch 1981 | loss: 0.0311846 | val_loss: 0.0311839 | Time: 4549.63 ms
[2021-01-12 22:26:44 main:574] : INFO : Epoch 1982 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 4566.13 ms
[2021-01-12 22:26:48 main:574] : INFO : Epoch 1983 | loss: 0.0311839 | val_loss: 0.0311842 | Time: 4545.03 ms
[2021-01-12 22:26:53 main:574] : INFO : Epoch 1984 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 4553.38 ms
[2021-01-12 22:26:58 main:574] : INFO : Epoch 1985 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 4560.03 ms
[2021-01-12 22:27:02 main:574] : INFO : Epoch 1986 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 4544.05 ms
[2021-01-12 22:27:07 main:574] : INFO : Epoch 1987 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 4549.91 ms
[2021-01-12 22:27:11 main:574] : INFO : Epoch 1988 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 4537.63 ms
[2021-01-12 22:27:16 main:574] : INFO : Epoch 1989 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 4556.88 ms
[2021-01-12 22:27:20 main:574] : INFO : Epoch 1990 | loss: 0.0311836 | val_loss: 0.031184 | Time: 4555.51 ms
[2021-01-12 22:27:25 main:574] : INFO : Epoch 1991 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 4564.43 ms
[2021-01-12 22:27:30 main:574] : INFO : Epoch 1992 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 4554.53 ms
[2021-01-12 22:27:34 main:574] : INFO : Epoch 1993 | loss: 0.031183 | val_loss: 0.0311844 | Time: 4561.92 ms
[2021-01-12 22:27:39 main:574] : INFO : Epoch 1994 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 4550.37 ms
[2021-01-12 22:27:43 main:574] : INFO : Epoch 1995 | loss: 0.031184 | val_loss: 0.0311868 | Time: 4554.11 ms
[2021-01-12 22:27:48 main:574] : INFO : Epoch 1996 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 4550.54 ms
[2021-01-12 22:27:52 main:574] : INFO : Epoch 1997 | loss: 0.0311859 | val_loss: 0.0311865 | Time: 4550.94 ms
[2021-01-12 22:27:57 main:574] : INFO : Epoch 1998 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 4557.78 ms
[2021-01-12 22:28:02 main:574] : INFO : Epoch 1999 | loss: 0.0311841 | val_loss: 0.0311842 | Time: 4556.03 ms
[2021-01-12 22:28:06 main:574] : INFO : Epoch 2000 | loss: 0.0311852 | val_loss: 0.0311856 | Time: 4539.86 ms
[2021-01-12 22:28:11 main:574] : INFO : Epoch 2001 | loss: 0.0311842 | val_loss: 0.0311842 | Time: 4537.53 ms
[2021-01-12 22:28:15 main:574] : INFO : Epoch 2002 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 4542.18 ms
[2021-01-12 22:28:20 main:574] : INFO : Epoch 2003 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 4558.91 ms
[2021-01-12 22:28:24 main:574] : INFO : Epoch 2004 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 4547.38 ms
[2021-01-12 22:28:29 main:574] : INFO : Epoch 2005 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 4555.48 ms
[2021-01-12 22:28:34 main:574] : INFO : Epoch 2006 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 4565.61 ms
[2021-01-12 22:28:38 main:574] : INFO : Epoch 2007 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 4536.49 ms
[2021-01-12 22:28:43 main:574] : INFO : Epoch 2008 | loss: 0.0311832 | val_loss: 0.0311856 | Time: 4551.79 ms
[2021-01-12 22:28:47 main:574] : INFO : Epoch 2009 | loss: 0.031183 | val_loss: 0.031186 | Time: 4549.77 ms
[2021-01-12 22:28:52 main:574] : INFO : Epoch 2010 | loss: 0.0311845 | val_loss: 0.0311852 | Time: 4544.06 ms
[2021-01-12 22:28:56 main:574] : INFO : Epoch 2011 | loss: 0.0311835 | val_loss: 0.0311851 | Time: 4538.77 ms
[2021-01-12 22:29:01 main:574] : INFO : Epoch 2012 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 4556.37 ms
[2021-01-12 22:29:06 main:574] : INFO : Epoch 2013 | loss: 0.0311849 | val_loss: 0.0311852 | Time: 4574.27 ms
[2021-01-12 22:29:10 main:574] : INFO : Epoch 2014 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 4545.74 ms
[2021-01-12 22:29:15 main:574] : INFO : Epoch 2015 | loss: 0.0311852 | val_loss: 0.0311863 | Time: 4547.56 ms
[2021-01-12 22:29:19 main:574] : INFO : Epoch 2016 | loss: 0.0311823 | val_loss: 0.0311856 | Time: 4557.98 ms
[2021-01-12 22:29:24 main:574] : INFO : Epoch 2017 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 4549.45 ms
[2021-01-12 22:29:28 main:574] : INFO : Epoch 2018 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 4546.68 ms
[2021-01-12 22:29:33 main:574] : INFO : Epoch 2019 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 4547.81 ms
[2021-01-12 22:29:37 main:574] : INFO : Epoch 2020 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 4538.96 ms
[2021-01-12 22:29:42 main:574] : INFO : Epoch 2021 | loss: 0.0311824 | val_loss: 0.03119 | Time: 4556.11 ms
[2021-01-12 22:29:47 main:574] : INFO : Epoch 2022 | loss: 0.031184 | val_loss: 0.0311851 | Time: 4546.69 ms
[2021-01-12 22:29:51 main:574] : INFO : Epoch 2023 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 4548.52 ms
[2021-01-12 22:29:56 main:574] : INFO : Epoch 2024 | loss: 0.0311817 | val_loss: 0.031186 | Time: 4548.99 ms
[2021-01-12 22:30:00 main:574] : INFO : Epoch 2025 | loss: 0.0311837 | val_loss: 0.0311871 | Time: 4548.1 ms
[2021-01-12 22:30:05 main:574] : INFO : Epoch 2026 | loss: 0.0311841 | val_loss: 0.0311874 | Time: 4547.04 ms
[2021-01-12 22:30:09 main:574] : INFO : Epoch 2027 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 4557.12 ms
[2021-01-12 22:30:14 main:574] : INFO : Epoch 2028 | loss: 0.0311838 | val_loss: 0.0311868 | Time: 4555.11 ms
[2021-01-12 22:30:19 main:574] : INFO : Epoch 2029 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 4552.1 ms
[2021-01-12 22:30:23 main:574] : INFO : Epoch 2030 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 4570.57 ms
[2021-01-12 22:30:28 main:574] : INFO : Epoch 2031 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 4547.42 ms
[2021-01-12 22:30:32 main:574] : INFO : Epoch 2032 | loss: 0.031181 | val_loss: 0.031185 | Time: 4559.2 ms
[2021-01-12 22:30:37 main:574] : INFO : Epoch 2033 | loss: 0.031181 | val_loss: 0.0311853 | Time: 4550.56 ms
[2021-01-12 22:30:41 main:574] : INFO : Epoch 2034 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 4556.84 ms
[2021-01-12 22:30:46 main:574] : INFO : Epoch 2035 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 4558.83 ms
[2021-01-12 22:30:51 main:574] : INFO : Epoch 2036 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 4538.31 ms
[2021-01-12 22:30:55 main:574] : INFO : Epoch 2037 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 4571.77 ms
[2021-01-12 22:31:00 main:574] : INFO : Epoch 2038 | loss: 0.0311819 | val_loss: 0.0311849 | Time: 4542.03 ms
[2021-01-12 22:31:04 main:574] : INFO : Epoch 2039 | loss: 0.0311815 | val_loss: 0.0311851 | Time: 4536.19 ms
[2021-01-12 22:31:09 main:574] : INFO : Epoch 2040 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 4559.61 ms
[2021-01-12 22:31:13 main:574] : INFO : Epoch 2041 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 4557.48 ms
[2021-01-12 22:31:18 main:574] : INFO : Epoch 2042 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 4552.03 ms
[2021-01-12 22:31:23 main:574] : INFO : Epoch 2043 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 4548.24 ms
[2021-01-12 22:31:27 main:574] : INFO : Epoch 2044 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 4550.67 ms
[2021-01-12 22:31:32 main:574] : INFO : Epoch 2045 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 4551.28 ms
[2021-01-12 22:31:36 main:574] : INFO : Epoch 2046 | loss: 0.0311827 | val_loss: 0.0311869 | Time: 4546.54 ms
[2021-01-12 22:31:41 main:574] : INFO : Epoch 2047 | loss: 0.0311823 | val_loss: 0.031185 | Time: 4548.26 ms
[2021-01-12 22:31:45 main:574] : INFO : Epoch 2048 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 4556.01 ms
[2021-01-12 22:31:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311845
[2021-01-12 22:31:45 main:603] : INFO : Saving end state to config to file
[2021-01-12 22:31:45 main:608] : INFO : Success, exiting..
22:31:45 (4764): 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)