Task 10566839
| Name | ParityModified-1638639414-4906-3-0_0 |
| Workunit | 7899662 |
| Created | 8 Jan 2022, 12:10:17 UTC |
| Sent | 25 Jan 2022, 7:18:28 UTC |
| Report deadline | 2 Feb 2022, 7:18:28 UTC |
| Received | 25 Jan 2022, 14:35:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 47 min 5 sec |
| CPU time | 4 hours 43 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2.98 ms [2022-01-25 07:17:17 main:574] : INFO : Epoch 1542 | loss: 0.0311821 | val_loss: 0.0311891 | Time: 5911.3 ms [2022-01-25 07:17:23 main:574] : INFO : Epoch 1543 | loss: 0.0311812 | val_loss: 0.0311873 | Time: 6021.34 ms [2022-01-25 07:17:29 main:574] : INFO : Epoch 1544 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 5959.54 ms [2022-01-25 07:17:35 main:574] : INFO : Epoch 1545 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 5853.14 ms [2022-01-25 07:17:41 main:574] : INFO : Epoch 1546 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 5867.72 ms [2022-01-25 07:17:47 main:574] : INFO : Epoch 1547 | loss: 0.0311821 | val_loss: 0.0311891 | Time: 5997.54 ms [2022-01-25 07:17:53 main:574] : INFO : Epoch 1548 | loss: 0.0311808 | val_loss: 0.0311903 | Time: 5958.19 ms [2022-01-25 07:17:59 main:574] : INFO : Epoch 1549 | loss: 0.0311809 | val_loss: 0.0311896 | Time: 6078.04 ms [2022-01-25 07:18:05 main:574] : INFO : Epoch 1550 | loss: 0.0311807 | val_loss: 0.0311888 | Time: 6062.04 ms [2022-01-25 07:18:11 main:574] : INFO : Epoch 1551 | loss: 0.0311803 | val_loss: 0.0311902 | Time: 6090.98 ms [2022-01-25 07:18:17 main:574] : INFO : Epoch 1552 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 6039.52 ms [2022-01-25 07:18:23 main:574] : INFO : Epoch 1553 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 6046.73 ms [2022-01-25 07:18:29 main:574] : INFO : Epoch 1554 | loss: 0.0311804 | val_loss: 0.031187 | Time: 6035.73 ms [2022-01-25 07:18:35 main:574] : INFO : Epoch 1555 | loss: 0.0311807 | val_loss: 0.0311938 | Time: 5868.87 ms [2022-01-25 07:18:41 main:574] : INFO : Epoch 1556 | loss: 0.0311826 | val_loss: 0.0311889 | Time: 6062.83 ms [2022-01-25 07:18:47 main:574] : INFO : Epoch 1557 | loss: 0.0311819 | val_loss: 0.0311901 | Time: 5952.36 ms [2022-01-25 07:18:53 main:574] : INFO : Epoch 1558 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 5945.57 ms [2022-01-25 07:18:59 main:574] : INFO : Epoch 1559 | loss: 0.0311822 | val_loss: 0.0311881 | Time: 6061.18 ms [2022-01-25 07:19:05 main:574] : INFO : Epoch 1560 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 6042.18 ms [2022-01-25 07:19:11 main:574] : INFO : Epoch 1561 | loss: 0.0311787 | val_loss: 0.0311887 | Time: 5969 ms [2022-01-25 07:19:17 main:574] : INFO : Epoch 1562 | loss: 0.031179 | val_loss: 0.0311874 | Time: 5963.1 ms [2022-01-25 07:19:23 main:574] : INFO : Epoch 1563 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 5945 ms [2022-01-25 07:19:29 main:574] : INFO : Epoch 1564 | loss: 0.0311801 | val_loss: 0.0311873 | Time: 5784.34 ms [2022-01-25 07:19:35 main:574] : INFO : Epoch 1565 | loss: 0.0311785 | val_loss: 0.0311868 | Time: 5889 ms [2022-01-25 07:19:41 main:574] : INFO : Epoch 1566 | loss: 0.0311779 | val_loss: 0.0311881 | Time: 6014.37 ms [2022-01-25 07:19:47 main:574] : INFO : Epoch 1567 | loss: 0.0311784 | val_loss: 0.0311893 | Time: 6003.18 ms [2022-01-25 07:19:53 main:574] : INFO : Epoch 1568 | loss: 0.0311791 | val_loss: 0.0311885 | Time: 6015.79 ms [2022-01-25 07:19:59 main:574] : INFO : Epoch 1569 | loss: 0.0311798 | val_loss: 0.0311877 | Time: 5826.93 ms [2022-01-25 07:20:05 main:574] : INFO : Epoch 1570 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 5995.66 ms [2022-01-25 07:20:10 main:574] : INFO : Epoch 1571 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 5020.2 ms [2022-01-25 07:20:15 main:574] : INFO : Epoch 1572 | loss: 0.0311805 | val_loss: 0.0311902 | Time: 5055.5 ms [2022-01-25 07:20:20 main:574] : INFO : Epoch 1573 | loss: 0.0311806 | val_loss: 0.0311874 | Time: 5633.94 ms [2022-01-25 07:20:31 main:574] : INFO : Epoch 1574 | loss: 0.0311807 | val_loss: 0.0311902 | Time: 11044.2 ms [2022-01-25 07:20:43 main:574] : INFO : Epoch 1575 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 12007.3 ms [2022-01-25 07:20:54 main:574] : INFO : Epoch 1576 | loss: 0.0311886 | val_loss: 0.0311961 | Time: 10993 ms [2022-01-25 07:21:06 main:574] : INFO : Epoch 1577 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 11100.3 ms [2022-01-25 07:21:18 main:574] : INFO : Epoch 1578 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 12530.4 ms [2022-01-25 07:21:30 main:574] : INFO : Epoch 1579 | loss: 0.0311832 | val_loss: 0.0311927 | Time: 12242.7 ms [2022-01-25 07:21:43 main:574] : INFO : Epoch 1580 | loss: 0.031185 | val_loss: 0.0311967 | Time: 12811.5 ms [2022-01-25 07:21:56 main:574] : INFO : Epoch 1581 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 12860.1 ms [2022-01-25 07:22:08 main:574] : INFO : Epoch 1582 | loss: 0.0311852 | val_loss: 0.0311899 | Time: 12401.8 ms [2022-01-25 07:22:21 main:574] : INFO : Epoch 1583 | loss: 0.0311843 | val_loss: 0.0311941 | Time: 12209 ms [2022-01-25 07:22:33 main:574] : INFO : Epoch 1584 | loss: 0.0311851 | val_loss: 0.0311917 | Time: 12543.1 ms [2022-01-25 07:22:46 main:574] : INFO : Epoch 1585 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 12386.7 ms [2022-01-25 07:22:58 main:574] : INFO : Epoch 1586 | loss: 0.0311829 | val_loss: 0.0311907 | Time: 12838.5 ms [2022-01-25 07:23:11 main:574] : INFO : Epoch 1587 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 12362.6 ms [2022-01-25 07:23:23 main:574] : INFO : Epoch 1588 | loss: 0.0311872 | val_loss: 0.0311948 | Time: 12573.6 ms [2022-01-25 07:23:36 main:574] : INFO : Epoch 1589 | loss: 0.0311861 | val_loss: 0.031195 | Time: 12411.9 ms [2022-01-25 07:23:49 main:574] : INFO : Epoch 1590 | loss: 0.0311845 | val_loss: 0.0311913 | Time: 13044.4 ms [2022-01-25 07:24:02 main:574] : INFO : Epoch 1591 | loss: 0.031184 | val_loss: 0.0311939 | Time: 12934.8 ms [2022-01-25 07:24:14 main:574] : INFO : Epoch 1592 | loss: 0.0311838 | val_loss: 0.0311933 | Time: 12682.4 ms [2022-01-25 07:24:27 main:574] : INFO : Epoch 1593 | loss: 0.031182 | val_loss: 0.0311902 | Time: 12896.7 ms [2022-01-25 07:24:40 main:574] : INFO : Epoch 1594 | loss: 0.0311837 | val_loss: 0.0311899 | Time: 12902.7 ms [2022-01-25 07:24:53 main:574] : INFO : Epoch 1595 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 12552.1 ms [2022-01-25 07:25:05 main:574] : INFO : Epoch 1596 | loss: 0.0311823 | val_loss: 0.0311933 | Time: 12339.3 ms [2022-01-25 07:25:18 main:574] : INFO : Epoch 1597 | loss: 0.0311887 | val_loss: 0.0311955 | Time: 12412.3 ms [2022-01-25 07:25:30 main:574] : INFO : Epoch 1598 | loss: 0.0311872 | val_loss: 0.0311993 | Time: 12510 ms [2022-01-25 07:25:43 main:574] : INFO : Epoch 1599 | loss: 0.0311882 | val_loss: 0.031195 | Time: 12953.3 ms [2022-01-25 07:25:56 main:574] : INFO : Epoch 1600 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 12509.3 ms [2022-01-25 07:26:08 main:574] : INFO : Epoch 1601 | loss: 0.0311848 | val_loss: 0.0311931 | Time: 12461.3 ms [2022-01-25 07:26:21 main:574] : INFO : Epoch 1602 | loss: 0.0311856 | val_loss: 0.0311906 | Time: 12759.4 ms [2022-01-25 07:26:34 main:574] : INFO : Epoch 1603 | loss: 0.0311829 | val_loss: 0.0311916 | Time: 12732.5 ms [2022-01-25 07:26:46 main:574] : INFO : Epoch 1604 | loss: 0.0311839 | val_loss: 0.0311938 | Time: 12456.4 ms [2022-01-25 07:26:58 main:574] : INFO : Epoch 1605 | loss: 0.031185 | val_loss: 0.0311902 | Time: 12243 ms [2022-01-25 07:27:11 main:574] : INFO : Epoch 1606 | loss: 0.0311823 | val_loss: 0.0311926 | Time: 12406.3 ms [2022-01-25 07:27:23 main:574] : INFO : Epoch 1607 | loss: 0.0311834 | val_loss: 0.0311908 | Time: 12546.4 ms [2022-01-25 07:27:36 main:574] : INFO : Epoch 1608 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 12356.6 ms [2022-01-25 07:27:49 main:574] : INFO : Epoch 1609 | loss: 0.0311813 | val_loss: 0.0311878 | Time: 12860.8 ms [2022-01-25 07:28:01 main:574] : INFO : Epoch 1610 | loss: 0.0311809 | val_loss: 0.0311906 | Time: 12269.1 ms [2022-01-25 07:28:14 main:574] : INFO : Epoch 1611 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 12689.6 ms [2022-01-25 07:28:26 main:574] : INFO : Epoch 1612 | loss: 0.0311807 | val_loss: 0.0311907 | Time: 12713.6 ms [2022-01-25 07:28:39 main:574] : INFO : Epoch 1613 | loss: 0.0311817 | val_loss: 0.0311933 | Time: 12914.1 ms [2022-01-25 07:28:52 main:574] : INFO : Epoch 1614 | loss: 0.0311846 | val_loss: 0.0311907 | Time: 12443.8 ms [2022-01-25 07:29:04 main:574] : INFO : Epoch 1615 | loss: 0.0311818 | val_loss: 0.0311906 | Time: 12629.5 ms [2022-01-25 07:29:17 main:574] : INFO : Epoch 1616 | loss: 0.0311817 | val_loss: 0.0311908 | Time: 12223.5 ms [2022-01-25 07:29:29 main:574] : INFO : Epoch 1617 | loss: 0.0311814 | val_loss: 0.0311953 | Time: 12886 ms [2022-01-25 07:29:42 main:574] : INFO : Epoch 1618 | loss: 0.031186 | val_loss: 0.031193 | Time: 12865.7 ms [2022-01-25 07:29:55 main:574] : INFO : Epoch 1619 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 12556.7 ms [2022-01-25 07:30:17 main:574] : INFO : Epoch 1620 | loss: 0.0311798 | val_loss: 0.0311897 | Time: 22320.3 ms [2022-01-25 07:30:30 main:574] : INFO : Epoch 1621 | loss: 0.0311795 | val_loss: 0.03119 | Time: 12577.6 ms [2022-01-25 07:30:42 main:574] : INFO : Epoch 1622 | loss: 0.0311797 | val_loss: 0.0311886 | Time: 11778.8 ms [2022-01-25 07:30:53 main:574] : INFO : Epoch 1623 | loss: 0.0311804 | val_loss: 0.0311905 | Time: 11001 ms [2022-01-25 07:31:04 main:574] : INFO : Epoch 1624 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 11194.4 ms [2022-01-25 07:31:16 main:574] : INFO : Epoch 1625 | loss: 0.0311867 | val_loss: 0.0311964 | Time: 12389.7 ms [2022-01-25 07:31:29 main:574] : INFO : Epoch 1626 | loss: 0.0311867 | val_loss: 0.0311916 | Time: 12356.9 ms [2022-01-25 07:31:41 main:574] : INFO : Epoch 1627 | loss: 0.0311846 | val_loss: 0.0311927 | Time: 12590.2 ms [2022-01-25 07:31:54 main:574] : INFO : Epoch 1628 | loss: 0.0311859 | val_loss: 0.0311975 | Time: 12701.1 ms [2022-01-25 07:32:07 main:574] : INFO : Epoch 1629 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 12638.6 ms [2022-01-25 07:32:19 main:574] : INFO : Epoch 1630 | loss: 0.0311801 | val_loss: 0.0311903 | Time: 12588.4 ms [2022-01-25 07:32:31 main:574] : INFO : Epoch 1631 | loss: 0.03118 | val_loss: 0.031191 | Time: 12185.9 ms [2022-01-25 07:32:44 main:574] : INFO : Epoch 1632 | loss: 0.0311793 | val_loss: 0.031189 | Time: 12912.5 ms [2022-01-25 07:32:57 main:574] : INFO : Epoch 1633 | loss: 0.0311795 | val_loss: 0.0311904 | Time: 12570 ms [2022-01-25 07:33:10 main:574] : INFO : Epoch 1634 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 12645.1 ms [2022-01-25 07:33:22 main:574] : INFO : Epoch 1635 | loss: 0.0311786 | val_loss: 0.0311878 | Time: 12473 ms [2022-01-25 07:33:35 main:574] : INFO : Epoch 1636 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 12643 ms [2022-01-25 07:33:47 main:574] : INFO : Epoch 1637 | loss: 0.0311802 | val_loss: 0.0311882 | Time: 12234.1 ms [2022-01-25 07:33:59 main:574] : INFO : Epoch 1638 | loss: 0.0311798 | val_loss: 0.0311895 | Time: 12212.1 ms [2022-01-25 07:34:12 main:574] : INFO : Epoch 1639 | loss: 0.0311826 | val_loss: 0.0311907 | Time: 12606.7 ms [2022-01-25 07:34:24 main:574] : INFO : Epoch 1640 | loss: 0.0311848 | val_loss: 0.0311968 | Time: 12581 ms [2022-01-25 07:34:37 main:574] : INFO : Epoch 1641 | loss: 0.0311829 | val_loss: 0.0311928 | Time: 12859.3 ms [2022-01-25 07:34:51 main:574] : INFO : Epoch 1642 | loss: 0.0311898 | val_loss: 0.0312049 | Time: 13456.9 ms [2022-01-25 07:35:03 main:574] : INFO : Epoch 1643 | loss: 0.0311888 | val_loss: 0.0311962 | Time: 12674.2 ms [2022-01-25 07:35:16 main:574] : INFO : Epoch 1644 | loss: 0.031188 | val_loss: 0.0311914 | Time: 12953.3 ms [2022-01-25 07:35:29 main:574] : INFO : Epoch 1645 | loss: 0.0311856 | val_loss: 0.0311902 | Time: 12528.5 ms [2022-01-25 07:35:41 main:574] : INFO : Epoch 1646 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 12643.4 ms [2022-01-25 07:35:54 main:574] : INFO : Epoch 1647 | loss: 0.0311824 | val_loss: 0.0311885 | Time: 12641.6 ms [2022-01-25 07:36:07 main:574] : INFO : Epoch 1648 | loss: 0.0311815 | val_loss: 0.0311894 | Time: 12807.4 ms [2022-01-25 07:36:20 main:574] : INFO : Epoch 1649 | loss: 0.0311823 | val_loss: 0.0311893 | Time: 12628.6 ms [2022-01-25 07:36:32 main:574] : INFO : Epoch 1650 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 11967.4 ms [2022-01-25 07:36:44 main:574] : INFO : Epoch 1651 | loss: 0.0311802 | val_loss: 0.0311885 | Time: 12564.2 ms [2022-01-25 07:36:57 main:574] : INFO : Epoch 1652 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 12595.9 ms [2022-01-25 07:37:10 main:574] : INFO : Epoch 1653 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 12800.7 ms [2022-01-25 07:37:22 main:574] : INFO : Epoch 1654 | loss: 0.0311845 | val_loss: 0.0311891 | Time: 12799.5 ms [2022-01-25 07:37:35 main:574] : INFO : Epoch 1655 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 12937.2 ms [2022-01-25 07:37:48 main:574] : INFO : Epoch 1656 | loss: 0.0311953 | val_loss: 0.0312277 | Time: 12962.5 ms [2022-01-25 07:38:01 main:574] : INFO : Epoch 1657 | loss: 0.0312118 | val_loss: 0.0312077 | Time: 12631.9 ms [2022-01-25 07:38:13 main:574] : INFO : Epoch 1658 | loss: 0.0311942 | val_loss: 0.0311948 | Time: 12372.3 ms [2022-01-25 07:38:26 main:574] : INFO : Epoch 1659 | loss: 0.0311881 | val_loss: 0.031192 | Time: 12718.1 ms [2022-01-25 07:38:39 main:574] : INFO : Epoch 1660 | loss: 0.0311854 | val_loss: 0.0311899 | Time: 12896.4 ms [2022-01-25 07:38:52 main:574] : INFO : Epoch 1661 | loss: 0.031186 | val_loss: 0.0311901 | Time: 12595.9 ms [2022-01-25 07:39:04 main:574] : INFO : Epoch 1662 | loss: 0.031184 | val_loss: 0.0311906 | Time: 12688.4 ms [2022-01-25 07:39:17 main:574] : INFO : Epoch 1663 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 12778.3 ms [2022-01-25 07:39:30 main:574] : INFO : Epoch 1664 | loss: 0.0311832 | val_loss: 0.0311901 | Time: 13023.3 ms [2022-01-25 07:39:43 main:574] : INFO : Epoch 1665 | loss: 0.0311838 | val_loss: 0.0311906 | Time: 12874.9 ms [2022-01-25 07:39:56 main:574] : INFO : Epoch 1666 | loss: 0.0311818 | val_loss: 0.0311896 | Time: 12965.7 ms [2022-01-25 07:40:09 main:574] : INFO : Epoch 1667 | loss: 0.031181 | val_loss: 0.0311917 | Time: 12736.7 ms [2022-01-25 07:40:21 main:574] : INFO : Epoch 1668 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 12643.6 ms [2022-01-25 07:40:34 main:574] : INFO : Epoch 1669 | loss: 0.0311813 | val_loss: 0.0311924 | Time: 12802.7 ms [2022-01-25 07:40:45 main:574] : INFO : Epoch 1670 | loss: 0.0311815 | val_loss: 0.0311905 | Time: 11267.8 ms [2022-01-25 07:40:58 main:574] : INFO : Epoch 1671 | loss: 0.0311814 | val_loss: 0.0311891 | Time: 12135.4 ms [2022-01-25 07:41:08 main:574] : INFO : Epoch 1672 | loss: 0.0311814 | val_loss: 0.0311906 | Time: 10531.2 ms [2022-01-25 07:41:20 main:574] : INFO : Epoch 1673 | loss: 0.0311819 | val_loss: 0.0311905 | Time: 11902.7 ms [2022-01-25 07:41:32 main:574] : INFO : Epoch 1674 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 12136.2 ms [2022-01-25 07:41:45 main:574] : INFO : Epoch 1675 | loss: 0.0311828 | val_loss: 0.0311891 | Time: 12558.4 ms [2022-01-25 07:41:57 main:574] : INFO : Epoch 1676 | loss: 0.0311818 | val_loss: 0.031192 | Time: 12488.6 ms [2022-01-25 07:42:10 main:574] : INFO : Epoch 1677 | loss: 0.0311847 | val_loss: 0.0311899 | Time: 12670.5 ms [2022-01-25 07:42:22 main:574] : INFO : Epoch 1678 | loss: 0.0311862 | val_loss: 0.0311901 | Time: 12459.5 ms [2022-01-25 07:42:35 main:574] : INFO : Epoch 1679 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 12523 ms [2022-01-25 07:42:47 main:574] : INFO : Epoch 1680 | loss: 0.031185 | val_loss: 0.0311876 | Time: 12030.6 ms [2022-01-25 07:43:00 main:574] : INFO : Epoch 1681 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 12486.3 ms [2022-01-25 07:43:12 main:574] : INFO : Epoch 1682 | loss: 0.0311879 | val_loss: 0.0311931 | Time: 12545.8 ms [2022-01-25 07:43:24 main:574] : INFO : Epoch 1683 | loss: 0.0311863 | val_loss: 0.0311885 | Time: 12210 ms [2022-01-25 07:43:37 main:574] : INFO : Epoch 1684 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 12826.7 ms [2022-01-25 07:43:50 main:574] : INFO : Epoch 1685 | loss: 0.0311843 | val_loss: 0.031186 | Time: 12592.7 ms [2022-01-25 07:44:02 main:574] : INFO : Epoch 1686 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 12734.3 ms [2022-01-25 07:44:15 main:574] : INFO : Epoch 1687 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 12290.3 ms [2022-01-25 07:44:28 main:574] : INFO : Epoch 1688 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 12772.5 ms [2022-01-25 07:44:40 main:574] : INFO : Epoch 1689 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 12466.8 ms [2022-01-25 07:44:53 main:574] : INFO : Epoch 1690 | loss: 0.0311847 | val_loss: 0.0311884 | Time: 12937.5 ms [2022-01-25 07:45:06 main:574] : INFO : Epoch 1691 | loss: 0.0311849 | val_loss: 0.031187 | Time: 12796 ms [2022-01-25 07:45:18 main:574] : INFO : Epoch 1692 | loss: 0.0311835 | val_loss: 0.0311862 | Time: 12351.4 ms [2022-01-25 07:45:41 main:574] : INFO : Epoch 1693 | loss: 0.031182 | val_loss: 0.0311867 | Time: 22561 ms [2022-01-25 07:45:53 main:574] : INFO : Epoch 1694 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 12250 ms [2022-01-25 07:46:06 main:574] : INFO : Epoch 1695 | loss: 0.0311817 | val_loss: 0.0311869 | Time: 12676.7 ms [2022-01-25 07:46:19 main:574] : INFO : Epoch 1696 | loss: 0.0311811 | val_loss: 0.0311924 | Time: 12854.6 ms [2022-01-25 07:46:31 main:574] : INFO : Epoch 1697 | loss: 0.0311829 | val_loss: 0.031187 | Time: 12760.3 ms [2022-01-25 07:46:44 main:574] : INFO : Epoch 1698 | loss: 0.031182 | val_loss: 0.0311882 | Time: 12657.3 ms [2022-01-25 07:46:57 main:574] : INFO : Epoch 1699 | loss: 0.031184 | val_loss: 0.0311902 | Time: 12596 ms [2022-01-25 07:47:09 main:574] : INFO : Epoch 1700 | loss: 0.0311835 | val_loss: 0.031186 | Time: 12558.8 ms [2022-01-25 07:47:22 main:574] : INFO : Epoch 1701 | loss: 0.0311818 | val_loss: 0.031185 | Time: 12518.8 ms [2022-01-25 07:47:34 main:574] : INFO : Epoch 1702 | loss: 0.0311827 | val_loss: 0.0311869 | Time: 12561.5 ms [2022-01-25 07:47:47 main:574] : INFO : Epoch 1703 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 12581.3 ms [2022-01-25 07:47:59 main:574] : INFO : Epoch 1704 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 12574.2 ms [2022-01-25 07:48:12 main:574] : INFO : Epoch 1705 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 12505.8 ms [2022-01-25 07:48:25 main:574] : INFO : Epoch 1706 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 12632.4 ms [2022-01-25 07:48:37 main:574] : INFO : Epoch 1707 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 12557.7 ms [2022-01-25 07:48:50 main:574] : INFO : Epoch 1708 | loss: 0.0311818 | val_loss: 0.0311857 | Time: 12348.7 ms [2022-01-25 07:49:02 main:574] : INFO : Epoch 1709 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 12708.1 ms [2022-01-25 07:49:15 main:574] : INFO : Epoch 1710 | loss: 0.031185 | val_loss: 0.0311877 | Time: 12561.2 ms [2022-01-25 07:49:27 main:574] : INFO : Epoch 1711 | loss: 0.0311877 | val_loss: 0.0311916 | Time: 12620.9 ms [2022-01-25 07:49:40 main:574] : INFO : Epoch 1712 | loss: 0.031184 | val_loss: 0.0311894 | Time: 12375.3 ms [2022-01-25 07:49:53 main:574] : INFO : Epoch 1713 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 12719.1 ms [2022-01-25 07:50:05 main:574] : INFO : Epoch 1714 | loss: 0.0311812 | val_loss: 0.031185 | Time: 12769 ms [2022-01-25 07:50:18 main:574] : INFO : Epoch 1715 | loss: 0.0311802 | val_loss: 0.0311887 | Time: 12453.1 ms [2022-01-25 07:50:30 main:574] : INFO : Epoch 1716 | loss: 0.0311818 | val_loss: 0.0311882 | Time: 12366.8 ms [2022-01-25 07:50:43 main:574] : INFO : Epoch 1717 | loss: 0.0311824 | val_loss: 0.0311875 | Time: 12601.9 ms [2022-01-25 07:50:53 main:574] : INFO : Epoch 1718 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 10151.5 ms [2022-01-25 07:51:04 main:574] : INFO : Epoch 1719 | loss: 0.031182 | val_loss: 0.0311868 | Time: 10664.6 ms [2022-01-25 07:51:14 main:574] : INFO : Epoch 1720 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 10708.6 ms [2022-01-25 07:51:26 main:574] : INFO : Epoch 1721 | loss: 0.0311809 | val_loss: 0.0311874 | Time: 11537.6 ms [2022-01-25 07:51:38 main:574] : INFO : Epoch 1722 | loss: 0.031181 | val_loss: 0.0311877 | Time: 12546.1 ms [2022-01-25 07:51:51 main:574] : INFO : Epoch 1723 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 12143.1 ms [2022-01-25 07:52:03 main:574] : INFO : Epoch 1724 | loss: 0.0311828 | val_loss: 0.0311883 | Time: 12364.6 ms [2022-01-25 07:52:16 main:574] : INFO : Epoch 1725 | loss: 0.0311839 | val_loss: 0.031189 | Time: 12542.1 ms [2022-01-25 07:52:28 main:574] : INFO : Epoch 1726 | loss: 0.031185 | val_loss: 0.0311873 | Time: 12742.3 ms [2022-01-25 07:52:41 main:574] : INFO : Epoch 1727 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 12729.6 ms [2022-01-25 07:52:54 main:574] : INFO : Epoch 1728 | loss: 0.0311827 | val_loss: 0.0311857 | Time: 12858.4 ms [2022-01-25 07:53:06 main:574] : INFO : Epoch 1729 | loss: 0.0311809 | val_loss: 0.031186 | Time: 12366.3 ms [2022-01-25 07:53:19 main:574] : INFO : Epoch 1730 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 12722 ms [2022-01-25 07:53:32 main:574] : INFO : Epoch 1731 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 12536.8 ms [2022-01-25 07:53:44 main:574] : INFO : Epoch 1732 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 12736.7 ms [2022-01-25 07:53:57 main:574] : INFO : Epoch 1733 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 12467.1 ms [2022-01-25 07:54:09 main:574] : INFO : Epoch 1734 | loss: 0.0311802 | val_loss: 0.0311891 | Time: 11885.6 ms [2022-01-25 07:54:21 main:574] : INFO : Epoch 1735 | loss: 0.031179 | val_loss: 0.0311858 | Time: 12755.9 ms [2022-01-25 07:54:34 main:574] : INFO : Epoch 1736 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 12719 ms [2022-01-25 07:54:47 main:574] : INFO : Epoch 1737 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 13224.4 ms [2022-01-25 07:55:00 main:574] : INFO : Epoch 1738 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 13000.2 ms [2022-01-25 07:55:13 main:574] : INFO : Epoch 1739 | loss: 0.0311805 | val_loss: 0.031185 | Time: 12635.5 ms [2022-01-25 07:55:26 main:574] : INFO : Epoch 1740 | loss: 0.0311795 | val_loss: 0.0311888 | Time: 12613.7 ms [2022-01-25 07:55:38 main:574] : INFO : Epoch 1741 | loss: 0.0311861 | val_loss: 0.0311879 | Time: 12677 ms [2022-01-25 07:55:51 main:574] : INFO : Epoch 1742 | loss: 0.031187 | val_loss: 0.0311904 | Time: 12827.5 ms [2022-01-25 07:56:04 main:574] : INFO : Epoch 1743 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 12436.7 ms [2022-01-25 07:56:17 main:574] : INFO : Epoch 1744 | loss: 0.0311861 | val_loss: 0.0311884 | Time: 12841.2 ms [2022-01-25 07:56:29 main:574] : INFO : Epoch 1745 | loss: 0.0311844 | val_loss: 0.0311913 | Time: 12888.4 ms [2022-01-25 07:56:42 main:574] : INFO : Epoch 1746 | loss: 0.0311849 | val_loss: 0.0311929 | Time: 12460.9 ms [2022-01-25 07:56:55 main:574] : INFO : Epoch 1747 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 12676.9 ms [2022-01-25 07:57:07 main:574] : INFO : Epoch 1748 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 12444.4 ms [2022-01-25 07:57:20 main:574] : INFO : Epoch 1749 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 12879.4 ms [2022-01-25 07:57:32 main:574] : INFO : Epoch 1750 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 12199.8 ms [2022-01-25 07:57:45 main:574] : INFO : Epoch 1751 | loss: 0.0311815 | val_loss: 0.0311858 | Time: 12796.2 ms [2022-01-25 07:57:58 main:574] : INFO : Epoch 1752 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 12702.5 ms [2022-01-25 07:58:10 main:574] : INFO : Epoch 1753 | loss: 0.031182 | val_loss: 0.0311934 | Time: 12682.3 ms [2022-01-25 07:58:23 main:574] : INFO : Epoch 1754 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 12678 ms [2022-01-25 07:58:36 main:574] : INFO : Epoch 1755 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 12929.5 ms [2022-01-25 07:58:49 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.0311872 | Time: 12705.4 ms [2022-01-25 07:59:02 main:574] : INFO : Epoch 1757 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 13081.4 ms [2022-01-25 07:59:14 main:574] : INFO : Epoch 1758 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 12422.2 ms [2022-01-25 07:59:27 main:574] : INFO : Epoch 1759 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 12698.3 ms [2022-01-25 07:59:40 main:574] : INFO : Epoch 1760 | loss: 0.031182 | val_loss: 0.031186 | Time: 12763.2 ms [2022-01-25 07:59:53 main:574] : INFO : Epoch 1761 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 12955.9 ms [2022-01-25 08:00:05 main:574] : INFO : Epoch 1762 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 12004.8 ms [2022-01-25 08:00:17 main:574] : INFO : Epoch 1763 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 12538.5 ms [2022-01-25 08:00:40 main:574] : INFO : Epoch 1764 | loss: 0.0311836 | val_loss: 0.0311862 | Time: 22703.9 ms [2022-01-25 08:00:52 main:574] : INFO : Epoch 1765 | loss: 0.031182 | val_loss: 0.0311885 | Time: 11662.6 ms [2022-01-25 08:01:03 main:574] : INFO : Epoch 1766 | loss: 0.0311802 | val_loss: 0.0311862 | Time: 11132.6 ms [2022-01-25 08:01:14 main:574] : INFO : Epoch 1767 | loss: 0.03118 | val_loss: 0.0311879 | Time: 11103.7 ms [2022-01-25 08:01:25 main:574] : INFO : Epoch 1768 | loss: 0.0311806 | val_loss: 0.031188 | Time: 11250 ms [2022-01-25 08:01:36 main:574] : INFO : Epoch 1769 | loss: 0.031182 | val_loss: 0.0311879 | Time: 10966.6 ms [2022-01-25 08:01:47 main:574] : INFO : Epoch 1770 | loss: 0.0311804 | val_loss: 0.0311875 | Time: 11114.1 ms [2022-01-25 08:02:00 main:574] : INFO : Epoch 1771 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 12556.6 ms [2022-01-25 08:02:12 main:574] : INFO : Epoch 1772 | loss: 0.0311809 | val_loss: 0.0311886 | Time: 12559.4 ms [2022-01-25 08:02:25 main:574] : INFO : Epoch 1773 | loss: 0.0311808 | val_loss: 0.0311872 | Time: 12602.7 ms [2022-01-25 08:02:38 main:574] : INFO : Epoch 1774 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 12559.8 ms [2022-01-25 08:02:50 main:574] : INFO : Epoch 1775 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 12726.1 ms [2022-01-25 08:03:03 main:574] : INFO : Epoch 1776 | loss: 0.0311809 | val_loss: 0.0311882 | Time: 12815.3 ms [2022-01-25 08:03:16 main:574] : INFO : Epoch 1777 | loss: 0.0311797 | val_loss: 0.031185 | Time: 12618.9 ms [2022-01-25 08:03:29 main:574] : INFO : Epoch 1778 | loss: 0.0311818 | val_loss: 0.0311879 | Time: 12684.1 ms [2022-01-25 08:03:41 main:574] : INFO : Epoch 1779 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 12540.1 ms [2022-01-25 08:03:54 main:574] : INFO : Epoch 1780 | loss: 0.0311805 | val_loss: 0.0311913 | Time: 12801.3 ms [2022-01-25 08:04:06 main:574] : INFO : Epoch 1781 | loss: 0.0311802 | val_loss: 0.031186 | Time: 12553.5 ms [2022-01-25 08:04:19 main:574] : INFO : Epoch 1782 | loss: 0.0311788 | val_loss: 0.0311855 | Time: 12424.6 ms [2022-01-25 08:04:32 main:574] : INFO : Epoch 1783 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 12668 ms [2022-01-25 08:04:44 main:574] : INFO : Epoch 1784 | loss: 0.031183 | val_loss: 0.0311859 | Time: 12379.8 ms [2022-01-25 08:04:56 main:574] : INFO : Epoch 1785 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 12349.7 ms [2022-01-25 08:05:09 main:574] : INFO : Epoch 1786 | loss: 0.0311801 | val_loss: 0.031186 | Time: 12379 ms [2022-01-25 08:05:21 main:574] : INFO : Epoch 1787 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 12308.9 ms [2022-01-25 08:05:34 main:574] : INFO : Epoch 1788 | loss: 0.0311808 | val_loss: 0.0311859 | Time: 12759.3 ms [2022-01-25 08:05:46 main:574] : INFO : Epoch 1789 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 12340.3 ms [2022-01-25 08:05:59 main:574] : INFO : Epoch 1790 | loss: 0.0311793 | val_loss: 0.0311891 | Time: 12583.4 ms [2022-01-25 08:06:11 main:574] : INFO : Epoch 1791 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 12622.4 ms [2022-01-25 08:06:24 main:574] : INFO : Epoch 1792 | loss: 0.0311789 | val_loss: 0.0311866 | Time: 12789.6 ms [2022-01-25 08:06:37 main:574] : INFO : Epoch 1793 | loss: 0.0311795 | val_loss: 0.0311871 | Time: 12592.6 ms [2022-01-25 08:06:49 main:574] : INFO : Epoch 1794 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 12397.2 ms [2022-01-25 08:07:02 main:574] : INFO : Epoch 1795 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 12656.2 ms [2022-01-25 08:07:14 main:574] : INFO : Epoch 1796 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 12535.3 ms [2022-01-25 08:07:27 main:574] : INFO : Epoch 1797 | loss: 0.0311808 | val_loss: 0.0311856 | Time: 12242.9 ms [2022-01-25 08:07:39 main:574] : INFO : Epoch 1798 | loss: 0.0311787 | val_loss: 0.0311875 | Time: 12505.3 ms [2022-01-25 08:07:52 main:574] : INFO : Epoch 1799 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 12783.4 ms [2022-01-25 08:08:04 main:574] : INFO : Epoch 1800 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 12273.2 ms [2022-01-25 08:08:17 main:574] : INFO : Epoch 1801 | loss: 0.0311774 | val_loss: 0.0311865 | Time: 12418.2 ms [2022-01-25 08:08:29 main:574] : INFO : Epoch 1802 | loss: 0.0311767 | val_loss: 0.0311864 | Time: 12625 ms [2022-01-25 08:08:42 main:574] : INFO : Epoch 1803 | loss: 0.0311765 | val_loss: 0.0311867 | Time: 12281.9 ms [2022-01-25 08:08:54 main:574] : INFO : Epoch 1804 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 12427.8 ms [2022-01-25 08:09:07 main:574] : INFO : Epoch 1805 | loss: 0.0311776 | val_loss: 0.0311903 | Time: 12641.6 ms [2022-01-25 08:09:20 main:574] : INFO : Epoch 1806 | loss: 0.0311796 | val_loss: 0.0311915 | Time: 12800.7 ms [2022-01-25 08:09:33 main:574] : INFO : Epoch 1807 | loss: 0.031182 | val_loss: 0.0311874 | Time: 13097.8 ms [2022-01-25 08:09:45 main:574] : INFO : Epoch 1808 | loss: 0.03118 | val_loss: 0.0311856 | Time: 12589.8 ms [2022-01-25 08:09:58 main:574] : INFO : Epoch 1809 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 12930.1 ms [2022-01-25 08:10:11 main:574] : INFO : Epoch 1810 | loss: 0.0311799 | val_loss: 0.0311873 | Time: 12420.6 ms [2022-01-25 08:10:23 main:574] : INFO : Epoch 1811 | loss: 0.0311802 | val_loss: 0.0311897 | Time: 12616.9 ms [2022-01-25 08:10:36 main:574] : INFO : Epoch 1812 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 12460.4 ms [2022-01-25 08:10:43 main:574] : INFO : Epoch 1813 | loss: 0.0311774 | val_loss: 0.0311867 | Time: 6722.49 ms [2022-01-25 08:10:48 main:574] : INFO : Epoch 1814 | loss: 0.0311792 | val_loss: 0.0311888 | Time: 5957.49 ms [2022-01-25 08:10:54 main:574] : INFO : Epoch 1815 | loss: 0.0311773 | val_loss: 0.0311865 | Time: 5665.15 ms [2022-01-25 08:11:00 main:574] : INFO : Epoch 1816 | loss: 0.0311769 | val_loss: 0.0311864 | Time: 5581.85 ms [2022-01-25 08:11:06 main:574] : INFO : Epoch 1817 | loss: 0.0311766 | val_loss: 0.031185 | Time: 6125.01 ms [2022-01-25 08:11:12 main:574] : INFO : Epoch 1818 | loss: 0.0311775 | val_loss: 0.0311869 | Time: 6180.33 ms [2022-01-25 08:11:18 main:574] : INFO : Epoch 1819 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 6296.36 ms [2022-01-25 08:11:25 main:574] : INFO : Epoch 1820 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 6278.58 ms [2022-01-25 08:11:31 main:574] : INFO : Epoch 1821 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 5929.12 ms [2022-01-25 08:11:37 main:574] : INFO : Epoch 1822 | loss: 0.0311791 | val_loss: 0.0311872 | Time: 5961.13 ms [2022-01-25 08:11:43 main:574] : INFO : Epoch 1823 | loss: 0.0311793 | val_loss: 0.0311905 | Time: 6059.67 ms [2022-01-25 08:11:49 main:574] : INFO : Epoch 1824 | loss: 0.03118 | val_loss: 0.0311859 | Time: 5994.99 ms [2022-01-25 08:11:55 main:574] : INFO : Epoch 1825 | loss: 0.0311785 | val_loss: 0.0311863 | Time: 6007.35 ms [2022-01-25 08:12:01 main:574] : INFO : Epoch 1826 | loss: 0.031179 | val_loss: 0.031185 | Time: 5957.86 ms [2022-01-25 08:12:07 main:574] : INFO : Epoch 1827 | loss: 0.0311787 | val_loss: 0.0311866 | Time: 5985.51 ms [2022-01-25 08:12:13 main:574] : INFO : Epoch 1828 | loss: 0.0311821 | val_loss: 0.031189 | Time: 6046.69 ms [2022-01-25 08:12:19 main:574] : INFO : Epoch 1829 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 5987.89 ms [2022-01-25 08:12:25 main:574] : INFO : Epoch 1830 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 5986.22 ms [2022-01-25 08:12:31 main:574] : INFO : Epoch 1831 | loss: 0.031185 | val_loss: 0.0311912 | Time: 5921.72 ms [2022-01-25 08:12:37 main:574] : INFO : Epoch 1832 | loss: 0.0311842 | val_loss: 0.0311906 | Time: 5997.27 ms [2022-01-25 08:12:43 main:574] : INFO : Epoch 1833 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 6034.01 ms [2022-01-25 08:12:49 main:574] : INFO : Epoch 1834 | loss: 0.0311835 | val_loss: 0.0311883 | Time: 6007.35 ms [2022-01-25 08:12:55 main:574] : INFO : Epoch 1835 | loss: 0.0311828 | val_loss: 0.0311916 | Time: 6073.37 ms [2022-01-25 08:13:01 main:574] : INFO : Epoch 1836 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 6041.38 ms [2022-01-25 08:13:07 main:574] : INFO : Epoch 1837 | loss: 0.0311844 | val_loss: 0.031189 | Time: 5927.23 ms [2022-01-25 08:13:13 main:574] : INFO : Epoch 1838 | loss: 0.0311824 | val_loss: 0.031189 | Time: 5938 ms [2022-01-25 08:13:18 main:574] : INFO : Epoch 1839 | loss: 0.0311822 | val_loss: 0.031188 | Time: 5789.4 ms [2022-01-25 08:13:24 main:574] : INFO : Epoch 1840 | loss: 0.0311828 | val_loss: 0.0311868 | Time: 5964.11 ms [2022-01-25 08:13:30 main:574] : INFO : Epoch 1841 | loss: 0.0311855 | val_loss: 0.031188 | Time: 5855.3 ms [2022-01-25 08:13:36 main:574] : INFO : Epoch 1842 | loss: 0.0312302 | val_loss: 0.0314126 | Time: 5765.03 ms [2022-01-25 08:13:42 main:574] : INFO : Epoch 1843 | loss: 0.0436188 | val_loss: 0.115327 | Time: 5860.44 ms [2022-01-25 08:13:48 main:574] : INFO : Epoch 1844 | loss: 0.0423376 | val_loss: 0.0313933 | Time: 5901.07 ms [2022-01-25 08:13:54 main:574] : INFO : Epoch 1845 | loss: 0.0324797 | val_loss: 0.0314166 | Time: 5990.68 ms [2022-01-25 08:14:00 main:574] : INFO : Epoch 1846 | loss: 0.0314192 | val_loss: 0.031316 | Time: 5915.82 ms [2022-01-25 08:14:06 main:574] : INFO : Epoch 1847 | loss: 0.0312821 | val_loss: 0.0312538 | Time: 5999.82 ms [2022-01-25 08:14:12 main:574] : INFO : Epoch 1848 | loss: 0.0312462 | val_loss: 0.031242 | Time: 5920.81 ms [2022-01-25 08:14:18 main:574] : INFO : Epoch 1849 | loss: 0.0312368 | val_loss: 0.0312325 | Time: 5890.23 ms [2022-01-25 08:14:23 main:574] : INFO : Epoch 1850 | loss: 0.0312266 | val_loss: 0.0312223 | Time: 5868.51 ms [2022-01-25 08:14:29 main:574] : INFO : Epoch 1851 | loss: 0.0312195 | val_loss: 0.031216 | Time: 5907.62 ms [2022-01-25 08:14:35 main:574] : INFO : Epoch 1852 | loss: 0.0312145 | val_loss: 0.0312101 | Time: 6030.59 ms [2022-01-25 08:14:41 main:574] : INFO : Epoch 1853 | loss: 0.0312102 | val_loss: 0.0312068 | Time: 6064.25 ms [2022-01-25 08:14:47 main:574] : INFO : Epoch 1854 | loss: 0.0312074 | val_loss: 0.0312043 | Time: 5991.97 ms [2022-01-25 08:14:53 main:574] : INFO : Epoch 1855 | loss: 0.0312047 | val_loss: 0.0312016 | Time: 6016.48 ms [2022-01-25 08:14:59 main:574] : INFO : Epoch 1856 | loss: 0.0312028 | val_loss: 0.0312 | Time: 5973.35 ms [2022-01-25 08:15:05 main:574] : INFO : Epoch 1857 | loss: 0.0312016 | val_loss: 0.0311989 | Time: 6022.6 ms [2022-01-25 08:15:12 main:574] : INFO : Epoch 1858 | loss: 0.0312007 | val_loss: 0.0311979 | Time: 6037.17 ms [2022-01-25 08:15:17 main:574] : INFO : Epoch 1859 | loss: 0.0312001 | val_loss: 0.031198 | Time: 5948.74 ms [2022-01-25 08:15:23 main:574] : INFO : Epoch 1860 | loss: 0.0311999 | val_loss: 0.0311973 | Time: 5880.13 ms [2022-01-25 08:15:29 main:574] : INFO : Epoch 1861 | loss: 0.0311994 | val_loss: 0.031197 | Time: 5947.78 ms [2022-01-25 08:15:35 main:574] : INFO : Epoch 1862 | loss: 0.0311991 | val_loss: 0.0311967 | Time: 6025.15 ms [2022-01-25 08:15:51 main:574] : INFO : Epoch 1863 | loss: 0.0311987 | val_loss: 0.0311966 | Time: 15869.8 ms [2022-01-25 08:15:57 main:574] : INFO : Epoch 1864 | loss: 0.0311986 | val_loss: 0.0311962 | Time: 6077.3 ms [2022-01-25 08:16:03 main:574] : INFO : Epoch 1865 | loss: 0.0311985 | val_loss: 0.0311961 | Time: 5869.64 ms [2022-01-25 08:16:09 main:574] : INFO : Epoch 1866 | loss: 0.0311979 | val_loss: 0.031196 | Time: 5984.62 ms [2022-01-25 08:16:15 main:574] : INFO : Epoch 1867 | loss: 0.0311977 | val_loss: 0.0311959 | Time: 5927.11 ms [2022-01-25 08:16:21 main:574] : INFO : Epoch 1868 | loss: 0.0311973 | val_loss: 0.031195 | Time: 5982.8 ms [2022-01-25 08:16:27 main:574] : INFO : Epoch 1869 | loss: 0.0311969 | val_loss: 0.0311948 | Time: 5981.52 ms [2022-01-25 08:16:33 main:574] : INFO : Epoch 1870 | loss: 0.0311969 | val_loss: 0.0311947 | Time: 5992.95 ms [2022-01-25 08:16:39 main:574] : INFO : Epoch 1871 | loss: 0.0311966 | val_loss: 0.0311945 | Time: 6025.47 ms [2022-01-25 08:16:45 main:574] : INFO : Epoch 1872 | loss: 0.0311965 | val_loss: 0.0311945 | Time: 5924.16 ms [2022-01-25 08:16:51 main:574] : INFO : Epoch 1873 | loss: 0.0311964 | val_loss: 0.0311942 | Time: 5871.02 ms [2022-01-25 08:16:57 main:574] : INFO : Epoch 1874 | loss: 0.0311963 | val_loss: 0.0311941 | Time: 5978.23 ms [2022-01-25 08:17:03 main:574] : INFO : Epoch 1875 | loss: 0.0311961 | val_loss: 0.0311943 | Time: 5936.87 ms [2022-01-25 08:17:09 main:574] : INFO : Epoch 1876 | loss: 0.0311959 | val_loss: 0.0311938 | Time: 5970.78 ms [2022-01-25 08:17:15 main:574] : INFO : Epoch 1877 | loss: 0.0311957 | val_loss: 0.0311939 | Time: 5901.73 ms [2022-01-25 08:17:21 main:574] : INFO : Epoch 1878 | loss: 0.0311955 | val_loss: 0.0311935 | Time: 5932.74 ms [2022-01-25 08:17:27 main:574] : INFO : Epoch 1879 | loss: 0.0311954 | val_loss: 0.0311934 | Time: 5967.81 ms [2022-01-25 08:17:33 main:574] : INFO : Epoch 1880 | loss: 0.0311953 | val_loss: 0.0311932 | Time: 5946.19 ms [2022-01-25 08:17:39 main:574] : INFO : Epoch 1881 | loss: 0.0311953 | val_loss: 0.0311933 | Time: 6074.41 ms [2022-01-25 08:17:45 main:574] : INFO : Epoch 1882 | loss: 0.0311951 | val_loss: 0.0311936 | Time: 5928 ms [2022-01-25 08:17:51 main:574] : INFO : Epoch 1883 | loss: 0.0311951 | val_loss: 0.0311931 | Time: 5923.76 ms [2022-01-25 08:17:57 main:574] : INFO : Epoch 1884 | loss: 0.031195 | val_loss: 0.0311929 | Time: 5973.71 ms [2022-01-25 08:18:03 main:574] : INFO : Epoch 1885 | loss: 0.0311947 | val_loss: 0.0311928 | Time: 5992.78 ms [2022-01-25 08:18:09 main:574] : INFO : Epoch 1886 | loss: 0.0311946 | val_loss: 0.0311927 | Time: 6035.53 ms [2022-01-25 08:18:15 main:574] : INFO : Epoch 1887 | loss: 0.0311946 | val_loss: 0.0311934 | Time: 6039.88 ms [2022-01-25 08:18:21 main:574] : INFO : Epoch 1888 | loss: 0.031195 | val_loss: 0.0311928 | Time: 6037.83 ms [2022-01-25 08:18:27 main:574] : INFO : Epoch 1889 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 5938.35 ms [2022-01-25 08:18:33 main:574] : INFO : Epoch 1890 | loss: 0.0311943 | val_loss: 0.031193 | Time: 5979.13 ms [2022-01-25 08:18:39 main:574] : INFO : Epoch 1891 | loss: 0.0311945 | val_loss: 0.0311931 | Time: 6049.75 ms [2022-01-25 08:18:45 main:574] : INFO : Epoch 1892 | loss: 0.0311945 | val_loss: 0.0311928 | Time: 6014.04 ms [2022-01-25 08:18:51 main:574] : INFO : Epoch 1893 | loss: 0.0311944 | val_loss: 0.0311926 | Time: 6083 ms [2022-01-25 08:18:57 main:574] : INFO : Epoch 1894 | loss: 0.0311944 | val_loss: 0.0311927 | Time: 5882.44 ms [2022-01-25 08:19:03 main:574] : INFO : Epoch 1895 | loss: 0.0311943 | val_loss: 0.0311928 | Time: 5985.68 ms [2022-01-25 08:19:09 main:574] : INFO : Epoch 1896 | loss: 0.0311943 | val_loss: 0.031193 | Time: 5916.83 ms [2022-01-25 08:19:14 main:574] : INFO : Epoch 1897 | loss: 0.0311943 | val_loss: 0.0311934 | Time: 5892.51 ms [2022-01-25 08:19:20 main:574] : INFO : Epoch 1898 | loss: 0.0311944 | val_loss: 0.0311929 | Time: 5985.05 ms [2022-01-25 08:19:26 main:574] : INFO : Epoch 1899 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 5941.85 ms [2022-01-25 08:19:32 main:574] : INFO : Epoch 1900 | loss: 0.0311939 | val_loss: 0.0311928 | Time: 5958.71 ms [2022-01-25 08:19:38 main:574] : INFO : Epoch 1901 | loss: 0.0311939 | val_loss: 0.0311928 | Time: 6046.95 ms [2022-01-25 08:19:44 main:574] : INFO : Epoch 1902 | loss: 0.0311938 | val_loss: 0.0311927 | Time: 5961.29 ms [2022-01-25 08:19:50 main:574] : INFO : Epoch 1903 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 5864.93 ms [2022-01-25 08:19:56 main:574] : INFO : Epoch 1904 | loss: 0.0311937 | val_loss: 0.0311925 | Time: 6044.57 ms [2022-01-25 08:20:02 main:574] : INFO : Epoch 1905 | loss: 0.0311937 | val_loss: 0.0311925 | Time: 5944.99 ms [2022-01-25 08:20:08 main:574] : INFO : Epoch 1906 | loss: 0.0311936 | val_loss: 0.0311929 | Time: 5876.8 ms [2022-01-25 08:20:14 main:574] : INFO : Epoch 1907 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 5756.55 ms [2022-01-25 08:20:20 main:574] : INFO : Epoch 1908 | loss: 0.0311935 | val_loss: 0.0311927 | Time: 5924.62 ms [2022-01-25 08:20:26 main:574] : INFO : Epoch 1909 | loss: 0.0311932 | val_loss: 0.0311932 | Time: 5923.71 ms [2022-01-25 08:20:32 main:574] : INFO : Epoch 1910 | loss: 0.0311934 | val_loss: 0.0311923 | Time: 5918.8 ms [2022-01-25 08:20:38 main:574] : INFO : Epoch 1911 | loss: 0.0311934 | val_loss: 0.0311923 | Time: 5950.48 ms [2022-01-25 08:20:44 main:574] : INFO : Epoch 1912 | loss: 0.0311934 | val_loss: 0.0311922 | Time: 5961.03 ms [2022-01-25 08:20:50 main:574] : INFO : Epoch 1913 | loss: 0.0311932 | val_loss: 0.0311928 | Time: 5919.33 ms [2022-01-25 08:20:56 main:574] : INFO : Epoch 1914 | loss: 0.0311929 | val_loss: 0.0311922 | Time: 5961.2 ms [2022-01-25 08:21:02 main:574] : INFO : Epoch 1915 | loss: 0.0311931 | val_loss: 0.0311924 | Time: 6035.86 ms [2022-01-25 08:21:07 main:574] : INFO : Epoch 1916 | loss: 0.0311928 | val_loss: 0.0311923 | Time: 5728.14 ms [2022-01-25 08:21:13 main:574] : INFO : Epoch 1917 | loss: 0.0311927 | val_loss: 0.0311921 | Time: 5962.31 ms [2022-01-25 08:21:20 main:574] : INFO : Epoch 1918 | loss: 0.0311928 | val_loss: 0.031192 | Time: 6233.96 ms [2022-01-25 08:21:26 main:574] : INFO : Epoch 1919 | loss: 0.0311927 | val_loss: 0.0311919 | Time: 6212.54 ms [2022-01-25 08:21:32 main:574] : INFO : Epoch 1920 | loss: 0.0311923 | val_loss: 0.031192 | Time: 6240.39 ms [2022-01-25 08:21:38 main:574] : INFO : Epoch 1921 | loss: 0.0311926 | val_loss: 0.0311917 | Time: 6332.31 ms [2022-01-25 08:21:45 main:574] : INFO : Epoch 1922 | loss: 0.0311922 | val_loss: 0.0311923 | Time: 6252 ms [2022-01-25 08:21:50 main:574] : INFO : Epoch 1923 | loss: 0.0311922 | val_loss: 0.0311923 | Time: 5909.49 ms [2022-01-25 08:21:56 main:574] : INFO : Epoch 1924 | loss: 0.0311927 | val_loss: 0.0311912 | Time: 5956.76 ms [2022-01-25 08:22:03 main:574] : INFO : Epoch 1925 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 6102.97 ms [2022-01-25 08:22:09 main:574] : INFO : Epoch 1926 | loss: 0.0311916 | val_loss: 0.0311913 | Time: 6073.47 ms [2022-01-25 08:22:15 main:574] : INFO : Epoch 1927 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 6011.14 ms [2022-01-25 08:22:21 main:574] : INFO : Epoch 1928 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 6053.61 ms [2022-01-25 08:22:27 main:574] : INFO : Epoch 1929 | loss: 0.0311915 | val_loss: 0.0311908 | Time: 6121.13 ms [2022-01-25 08:22:33 main:574] : INFO : Epoch 1930 | loss: 0.0311913 | val_loss: 0.0311908 | Time: 6024.11 ms [2022-01-25 08:22:39 main:574] : INFO : Epoch 1931 | loss: 0.0311917 | val_loss: 0.031191 | Time: 5996.8 ms [2022-01-25 08:22:45 main:574] : INFO : Epoch 1932 | loss: 0.0311915 | val_loss: 0.0311904 | Time: 5922.63 ms [2022-01-25 08:22:51 main:574] : INFO : Epoch 1933 | loss: 0.0311913 | val_loss: 0.0311902 | Time: 6036.5 ms [2022-01-25 08:22:57 main:574] : INFO : Epoch 1934 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 5955.07 ms [2022-01-25 08:23:03 main:574] : INFO : Epoch 1935 | loss: 0.0311914 | val_loss: 0.0311906 | Time: 5946.89 ms [2022-01-25 08:23:09 main:574] : INFO : Epoch 1936 | loss: 0.031191 | val_loss: 0.0311906 | Time: 5986.31 ms [2022-01-25 08:23:15 main:574] : INFO : Epoch 1937 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 5797.46 ms [2022-01-25 08:23:21 main:574] : INFO : Epoch 1938 | loss: 0.0311917 | val_loss: 0.0311903 | Time: 5985.58 ms [2022-01-25 08:23:26 main:574] : INFO : Epoch 1939 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 5957.94 ms [2022-01-25 08:23:32 main:574] : INFO : Epoch 1940 | loss: 0.0311912 | val_loss: 0.0311906 | Time: 5945.94 ms [2022-01-25 08:23:38 main:574] : INFO : Epoch 1941 | loss: 0.0311907 | val_loss: 0.0311907 | Time: 5933.32 ms [2022-01-25 08:23:44 main:574] : INFO : Epoch 1942 | loss: 0.0311913 | val_loss: 0.0311908 | Time: 6022.95 ms [2022-01-25 08:23:50 main:574] : INFO : Epoch 1943 | loss: 0.0311912 | val_loss: 0.0311928 | Time: 6003.33 ms [2022-01-25 08:23:56 main:574] : INFO : Epoch 1944 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 5896.91 ms [2022-01-25 08:24:02 main:574] : INFO : Epoch 1945 | loss: 0.0311903 | val_loss: 0.031191 | Time: 5884.65 ms [2022-01-25 08:24:08 main:574] : INFO : Epoch 1946 | loss: 0.0311903 | val_loss: 0.031191 | Time: 5965.45 ms [2022-01-25 08:24:14 main:574] : INFO : Epoch 1947 | loss: 0.0311897 | val_loss: 0.0311908 | Time: 5942.71 ms [2022-01-25 08:24:20 main:574] : INFO : Epoch 1948 | loss: 0.03119 | val_loss: 0.0311909 | Time: 6119.29 ms [2022-01-25 08:24:26 main:574] : INFO : Epoch 1949 | loss: 0.0311903 | val_loss: 0.031191 | Time: 5924.05 ms [2022-01-25 08:24:32 main:574] : INFO : Epoch 1950 | loss: 0.0311903 | val_loss: 0.031191 | Time: 5908.7 ms [2022-01-25 08:24:38 main:574] : INFO : Epoch 1951 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 5952.2 ms [2022-01-25 08:24:44 main:574] : INFO : Epoch 1952 | loss: 0.0311901 | val_loss: 0.0311905 | Time: 6042.68 ms [2022-01-25 08:24:50 main:574] : INFO : Epoch 1953 | loss: 0.0311906 | val_loss: 0.0311899 | Time: 5960.68 ms [2022-01-25 08:24:56 main:574] : INFO : Epoch 1954 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 5832.06 ms [2022-01-25 08:25:02 main:574] : INFO : Epoch 1955 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 6024.97 ms [2022-01-25 08:25:08 main:574] : INFO : Epoch 1956 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 6024.57 ms [2022-01-25 08:25:14 main:574] : INFO : Epoch 1957 | loss: 0.0311893 | val_loss: 0.0311898 | Time: 5984.19 ms [2022-01-25 08:25:20 main:574] : INFO : Epoch 1958 | loss: 0.0311889 | val_loss: 0.0311899 | Time: 5968.67 ms [2022-01-25 08:25:26 main:574] : INFO : Epoch 1959 | loss: 0.0311897 | val_loss: 0.0311914 | Time: 5930.3 ms [2022-01-25 08:25:32 main:574] : INFO : Epoch 1960 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 6021.41 ms [2022-01-25 08:25:38 main:574] : INFO : Epoch 1961 | loss: 0.0311897 | val_loss: 0.0311895 | Time: 5970.41 ms [2022-01-25 08:25:44 main:574] : INFO : Epoch 1962 | loss: 0.0311889 | val_loss: 0.0311891 | Time: 5953.39 ms [2022-01-25 08:25:50 main:574] : INFO : Epoch 1963 | loss: 0.0311884 | val_loss: 0.0311894 | Time: 5898.18 ms [2022-01-25 08:25:56 main:574] : INFO : Epoch 1964 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 5860.48 ms [2022-01-25 08:26:02 main:574] : INFO : Epoch 1965 | loss: 0.031188 | val_loss: 0.0311886 | Time: 6039.4 ms [2022-01-25 08:26:08 main:574] : INFO : Epoch 1966 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 5896.03 ms [2022-01-25 08:26:14 main:574] : INFO : Epoch 1967 | loss: 0.0311875 | val_loss: 0.0311873 | Time: 5921.84 ms [2022-01-25 08:26:19 main:574] : INFO : Epoch 1968 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 5824.42 ms [2022-01-25 08:26:25 main:574] : INFO : Epoch 1969 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 6024.63 ms [2022-01-25 08:26:31 main:574] : INFO : Epoch 1970 | loss: 0.031187 | val_loss: 0.0311878 | Time: 5977.49 ms [2022-01-25 08:26:37 main:574] : INFO : Epoch 1971 | loss: 0.0311869 | val_loss: 0.0311872 | Time: 5809.02 ms [2022-01-25 08:26:43 main:574] : INFO : Epoch 1972 | loss: 0.0311867 | val_loss: 0.0311872 | Time: 5938.95 ms [2022-01-25 08:26:49 main:574] : INFO : Epoch 1973 | loss: 0.0311867 | val_loss: 0.0311876 | Time: 5925.87 ms [2022-01-25 08:26:55 main:574] : INFO : Epoch 1974 | loss: 0.031187 | val_loss: 0.0311873 | Time: 5958.23 ms [2022-01-25 08:27:01 main:574] : INFO : Epoch 1975 | loss: 0.0311875 | val_loss: 0.031188 | Time: 6127.1 ms [2022-01-25 08:27:07 main:574] : INFO : Epoch 1976 | loss: 0.0311871 | val_loss: 0.031187 | Time: 5943.43 ms [2022-01-25 08:27:13 main:574] : INFO : Epoch 1977 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 5996.42 ms [2022-01-25 08:27:19 main:574] : INFO : Epoch 1978 | loss: 0.0311874 | val_loss: 0.0311878 | Time: 5907.45 ms [2022-01-25 08:27:25 main:574] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311874 | Time: 5936.35 ms [2022-01-25 08:27:31 main:574] : INFO : Epoch 1980 | loss: 0.0311869 | val_loss: 0.0311871 | Time: 5946.25 ms [2022-01-25 08:27:37 main:574] : INFO : Epoch 1981 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 5906.71 ms [2022-01-25 08:27:43 main:574] : INFO : Epoch 1982 | loss: 0.0311864 | val_loss: 0.0311873 | Time: 6047.03 ms [2022-01-25 08:27:49 main:574] : INFO : Epoch 1983 | loss: 0.0311868 | val_loss: 0.0311867 | Time: 6021.71 ms [2022-01-25 08:27:55 main:574] : INFO : Epoch 1984 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 5949.09 ms [2022-01-25 08:28:01 main:574] : INFO : Epoch 1985 | loss: 0.0311889 | val_loss: 0.0311925 | Time: 5963.51 ms [2022-01-25 08:28:07 main:574] : INFO : Epoch 1986 | loss: 0.0311925 | val_loss: 0.0311916 | Time: 5988.2 ms [2022-01-25 08:28:13 main:574] : INFO : Epoch 1987 | loss: 0.0311903 | val_loss: 0.0311921 | Time: 6023.82 ms [2022-01-25 08:28:19 main:574] : INFO : Epoch 1988 | loss: 0.0311893 | val_loss: 0.0311904 | Time: 5957.71 ms [2022-01-25 08:28:25 main:574] : INFO : Epoch 1989 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 6027.24 ms [2022-01-25 08:28:31 main:574] : INFO : Epoch 1990 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 6000.21 ms [2022-01-25 08:28:37 main:574] : INFO : Epoch 1991 | loss: 0.0311877 | val_loss: 0.0311889 | Time: 5917.75 ms [2022-01-25 08:28:43 main:574] : INFO : Epoch 1992 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 6050.88 ms [2022-01-25 08:28:49 main:574] : INFO : Epoch 1993 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 5997.38 ms [2022-01-25 08:28:55 main:574] : INFO : Epoch 1994 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 5868.71 ms [2022-01-25 08:29:01 main:574] : INFO : Epoch 1995 | loss: 0.0311878 | val_loss: 0.0311877 | Time: 6039.36 ms [2022-01-25 08:29:07 main:574] : INFO : Epoch 1996 | loss: 0.031187 | val_loss: 0.0311876 | Time: 6011.77 ms [2022-01-25 08:29:13 main:574] : INFO : Epoch 1997 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 5904.45 ms [2022-01-25 08:29:19 main:574] : INFO : Epoch 1998 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 5926.52 ms [2022-01-25 08:29:25 main:574] : INFO : Epoch 1999 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 6020.1 ms [2022-01-25 08:29:31 main:574] : INFO : Epoch 2000 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 5966.23 ms [2022-01-25 08:29:37 main:574] : INFO : Epoch 2001 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 5894.64 ms [2022-01-25 08:29:42 main:574] : INFO : Epoch 2002 | loss: 0.031186 | val_loss: 0.0311872 | Time: 5826.52 ms [2022-01-25 08:29:48 main:574] : INFO : Epoch 2003 | loss: 0.0311864 | val_loss: 0.0311868 | Time: 5963.05 ms [2022-01-25 08:29:54 main:574] : INFO : Epoch 2004 | loss: 0.0311863 | val_loss: 0.0311863 | Time: 6030.63 ms [2022-01-25 08:30:00 main:574] : INFO : Epoch 2005 | loss: 0.0311863 | val_loss: 0.0311897 | Time: 6048.64 ms [2022-01-25 08:30:06 main:574] : INFO : Epoch 2006 | loss: 0.0311873 | val_loss: 0.0311873 | Time: 5993.67 ms [2022-01-25 08:30:12 main:574] : INFO : Epoch 2007 | loss: 0.031186 | val_loss: 0.0311873 | Time: 5953.72 ms [2022-01-25 08:30:18 main:574] : INFO : Epoch 2008 | loss: 0.031187 | val_loss: 0.0311868 | Time: 5871.46 ms [2022-01-25 08:30:24 main:574] : INFO : Epoch 2009 | loss: 0.031186 | val_loss: 0.0311857 | Time: 5836.56 ms [2022-01-25 08:30:30 main:574] : INFO : Epoch 2010 | loss: 0.0311859 | val_loss: 0.031187 | Time: 5984.3 ms [2022-01-25 08:30:36 main:574] : INFO : Epoch 2011 | loss: 0.0311855 | val_loss: 0.0311872 | Time: 5956.62 ms [2022-01-25 08:30:42 main:574] : INFO : Epoch 2012 | loss: 0.0311856 | val_loss: 0.0311883 | Time: 5979.38 ms [2022-01-25 08:30:58 main:574] : INFO : Epoch 2013 | loss: 0.0311854 | val_loss: 0.0311864 | Time: 15902.8 ms [2022-01-25 08:31:04 main:574] : INFO : Epoch 2014 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 5875.44 ms [2022-01-25 08:31:10 main:574] : INFO : Epoch 2015 | loss: 0.031186 | val_loss: 0.0311866 | Time: 5932.57 ms [2022-01-25 08:31:16 main:574] : INFO : Epoch 2016 | loss: 0.0311858 | val_loss: 0.031185 | Time: 5772.12 ms [2022-01-25 08:31:21 main:574] : INFO : Epoch 2017 | loss: 0.0311854 | val_loss: 0.031185 | Time: 5512.64 ms [2022-01-25 08:31:27 main:574] : INFO : Epoch 2018 | loss: 0.0311854 | val_loss: 0.0311851 | Time: 5984.31 ms [2022-01-25 08:31:33 main:574] : INFO : Epoch 2019 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 6330.67 ms [2022-01-25 08:31:40 main:574] : INFO : Epoch 2020 | loss: 0.0311855 | val_loss: 0.0311865 | Time: 6291.75 ms [2022-01-25 08:31:46 main:574] : INFO : Epoch 2021 | loss: 0.0311852 | val_loss: 0.031185 | Time: 6250.28 ms [2022-01-25 08:31:52 main:574] : INFO : Epoch 2022 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 6033.92 ms [2022-01-25 08:31:58 main:574] : INFO : Epoch 2023 | loss: 0.0311852 | val_loss: 0.0311863 | Time: 5961.47 ms [2022-01-25 08:32:04 main:574] : INFO : Epoch 2024 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 5994.87 ms [2022-01-25 08:32:10 main:574] : INFO : Epoch 2025 | loss: 0.031185 | val_loss: 0.0311869 | Time: 5919.68 ms [2022-01-25 08:32:16 main:574] : INFO : Epoch 2026 | loss: 0.0311852 | val_loss: 0.031186 | Time: 5944.96 ms [2022-01-25 08:32:22 main:574] : INFO : Epoch 2027 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 5905.6 ms [2022-01-25 08:32:28 main:574] : INFO : Epoch 2028 | loss: 0.0311857 | val_loss: 0.031186 | Time: 5987.46 ms [2022-01-25 08:32:34 main:574] : INFO : Epoch 2029 | loss: 0.0311844 | val_loss: 0.0311868 | Time: 6046.67 ms [2022-01-25 08:32:40 main:574] : INFO : Epoch 2030 | loss: 0.0311846 | val_loss: 0.0311865 | Time: 5904.86 ms [2022-01-25 08:32:46 main:574] : INFO : Epoch 2031 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 5804.77 ms [2022-01-25 08:32:51 main:574] : INFO : Epoch 2032 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 5923.02 ms [2022-01-25 08:32:57 main:574] : INFO : Epoch 2033 | loss: 0.031183 | val_loss: 0.0311854 | Time: 5913.14 ms [2022-01-25 08:33:03 main:574] : INFO : Epoch 2034 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 5946.6 ms [2022-01-25 08:33:09 main:574] : INFO : Epoch 2035 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 5955 ms [2022-01-25 08:33:15 main:574] : INFO : Epoch 2036 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 5836.96 ms [2022-01-25 08:33:21 main:574] : INFO : Epoch 2037 | loss: 0.0311822 | val_loss: 0.0311848 | Time: 5952.37 ms [2022-01-25 08:33:27 main:574] : INFO : Epoch 2038 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 5959.19 ms [2022-01-25 08:33:33 main:574] : INFO : Epoch 2039 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 5905.87 ms [2022-01-25 08:33:39 main:574] : INFO : Epoch 2040 | loss: 0.0311812 | val_loss: 0.031185 | Time: 5793.5 ms [2022-01-25 08:33:45 main:574] : INFO : Epoch 2041 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 6004.19 ms [2022-01-25 08:33:51 main:574] : INFO : Epoch 2042 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 5869.39 ms [2022-01-25 08:33:57 main:574] : INFO : Epoch 2043 | loss: 0.0311833 | val_loss: 0.0311859 | Time: 5984.14 ms [2022-01-25 08:34:03 main:574] : INFO : Epoch 2044 | loss: 0.0311837 | val_loss: 0.0311864 | Time: 6002.59 ms [2022-01-25 08:34:09 main:574] : INFO : Epoch 2045 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 5989.08 ms [2022-01-25 08:34:15 main:574] : INFO : Epoch 2046 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 6003.32 ms [2022-01-25 08:34:21 main:574] : INFO : Epoch 2047 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 6014.61 ms [2022-01-25 08:34:27 main:574] : INFO : Epoch 2048 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 6045.96 ms [2022-01-25 08:34:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311849 [2022-01-25 08:34:27 main:603] : INFO : Saving end state to config to file [2022-01-25 08:34:27 main:608] : INFO : Success, exiting.. 08:34:27 (24976): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)