Task 3737868
| Name | ParityModified-1611091894-15554-0_0 |
| Workunit | 1920275 |
| Created | 19 Jan 2021, 21:31:37 UTC |
| Sent | 19 Jan 2021, 22:40:15 UTC |
| Report deadline | 27 Jan 2021, 22:40:15 UTC |
| Received | 20 Jan 2021, 9:21:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 17 min 9 sec |
| CPU time | 2 hours 56 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 29 main:574] : INFO : Epoch 1542 | loss: 0.0312001 | val_loss: 0.0312083 | Time: 5658 ms [2021-01-19 23:31:34 main:574] : INFO : Epoch 1543 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 5661.32 ms [2021-01-19 23:31:40 main:574] : INFO : Epoch 1544 | loss: 0.0311991 | val_loss: 0.0311978 | Time: 5657.32 ms [2021-01-19 23:31:46 main:574] : INFO : Epoch 1545 | loss: 0.0312018 | val_loss: 0.0312017 | Time: 5673.93 ms [2021-01-19 23:31:52 main:574] : INFO : Epoch 1546 | loss: 0.0311949 | val_loss: 0.031201 | Time: 5660.44 ms [2021-01-19 23:31:57 main:574] : INFO : Epoch 1547 | loss: 0.0311953 | val_loss: 0.0311948 | Time: 5651.68 ms [2021-01-19 23:32:03 main:574] : INFO : Epoch 1548 | loss: 0.0311945 | val_loss: 0.0311955 | Time: 5718.03 ms [2021-01-19 23:32:09 main:574] : INFO : Epoch 1549 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 5714.04 ms [2021-01-19 23:32:15 main:574] : INFO : Epoch 1550 | loss: 0.0311942 | val_loss: 0.0311946 | Time: 5664.96 ms [2021-01-19 23:32:20 main:574] : INFO : Epoch 1551 | loss: 0.0311971 | val_loss: 0.0311944 | Time: 5660.72 ms [2021-01-19 23:32:26 main:574] : INFO : Epoch 1552 | loss: 0.0311972 | val_loss: 0.0312045 | Time: 5661.7 ms [2021-01-19 23:32:32 main:574] : INFO : Epoch 1553 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 5660.18 ms [2021-01-19 23:32:37 main:574] : INFO : Epoch 1554 | loss: 0.0311924 | val_loss: 0.031194 | Time: 5657.98 ms [2021-01-19 23:32:43 main:574] : INFO : Epoch 1555 | loss: 0.0311926 | val_loss: 0.0311973 | Time: 5664.52 ms [2021-01-19 23:32:49 main:574] : INFO : Epoch 1556 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 5656.19 ms [2021-01-19 23:32:55 main:574] : INFO : Epoch 1557 | loss: 0.031192 | val_loss: 0.0311999 | Time: 5656.23 ms [2021-01-19 23:33:00 main:574] : INFO : Epoch 1558 | loss: 0.0311949 | val_loss: 0.0311978 | Time: 5656.04 ms [2021-01-19 23:33:06 main:574] : INFO : Epoch 1559 | loss: 0.0311936 | val_loss: 0.0311943 | Time: 5646.08 ms [2021-01-19 23:33:12 main:574] : INFO : Epoch 1560 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 5663.32 ms [2021-01-19 23:33:17 main:574] : INFO : Epoch 1561 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 5658.75 ms [2021-01-19 23:33:23 main:574] : INFO : Epoch 1562 | loss: 0.0311909 | val_loss: 0.031195 | Time: 5657.34 ms [2021-01-19 23:33:29 main:574] : INFO : Epoch 1563 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 5664.27 ms [2021-01-19 23:33:34 main:574] : INFO : Epoch 1564 | loss: 0.03119 | val_loss: 0.0311939 | Time: 5660.03 ms [2021-01-19 23:33:40 main:574] : INFO : Epoch 1565 | loss: 0.0311915 | val_loss: 0.0311938 | Time: 5654.27 ms [2021-01-19 23:33:46 main:574] : INFO : Epoch 1566 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 5661.97 ms [2021-01-19 23:33:52 main:574] : INFO : Epoch 1567 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 5659.03 ms [2021-01-19 23:33:57 main:574] : INFO : Epoch 1568 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 5660.86 ms [2021-01-19 23:34:03 main:574] : INFO : Epoch 1569 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 5659.69 ms [2021-01-19 23:34:09 main:574] : INFO : Epoch 1570 | loss: 0.0311906 | val_loss: 0.0311921 | Time: 5650.02 ms [2021-01-19 23:34:15 main:574] : INFO : Epoch 1571 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 5671.11 ms [2021-01-19 23:34:20 main:574] : INFO : Epoch 1572 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 5697.45 ms [2021-01-19 23:34:26 main:574] : INFO : Epoch 1573 | loss: 0.0311925 | val_loss: 0.0311955 | Time: 5669.97 ms [2021-01-19 23:34:32 main:574] : INFO : Epoch 1574 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 5656.3 ms [2021-01-19 23:34:37 main:574] : INFO : Epoch 1575 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 5657.13 ms [2021-01-19 23:34:43 main:574] : INFO : Epoch 1576 | loss: 0.0311869 | val_loss: 0.0311969 | Time: 5656.17 ms [2021-01-19 23:34:49 main:574] : INFO : Epoch 1577 | loss: 0.0311866 | val_loss: 0.0311925 | Time: 5662.7 ms [2021-01-19 23:34:55 main:574] : INFO : Epoch 1578 | loss: 0.0311858 | val_loss: 0.0311916 | Time: 5651.96 ms [2021-01-19 23:35:00 main:574] : INFO : Epoch 1579 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 5659.57 ms [2021-01-19 23:35:06 main:574] : INFO : Epoch 1580 | loss: 0.031187 | val_loss: 0.0311954 | Time: 5661.05 ms [2021-01-19 23:35:12 main:574] : INFO : Epoch 1581 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 5661.58 ms [2021-01-19 23:35:17 main:574] : INFO : Epoch 1582 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 5652.97 ms [2021-01-19 23:35:23 main:574] : INFO : Epoch 1583 | loss: 0.0311895 | val_loss: 0.0311977 | Time: 5660.03 ms [2021-01-19 23:35:29 main:574] : INFO : Epoch 1584 | loss: 0.0311859 | val_loss: 0.0311921 | Time: 5683.33 ms [2021-01-19 23:35:34 main:574] : INFO : Epoch 1585 | loss: 0.0311863 | val_loss: 0.0311875 | Time: 5657.01 ms [2021-01-19 23:35:40 main:574] : INFO : Epoch 1586 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 5694.75 ms [2021-01-19 23:35:46 main:574] : INFO : Epoch 1587 | loss: 0.0311841 | val_loss: 0.0311873 | Time: 5666.32 ms [2021-01-19 23:35:52 main:574] : INFO : Epoch 1588 | loss: 0.0311873 | val_loss: 0.0311875 | Time: 5655.34 ms [2021-01-19 23:35:57 main:574] : INFO : Epoch 1589 | loss: 0.0311844 | val_loss: 0.0311851 | Time: 5652 ms [2021-01-19 23:36:03 main:574] : INFO : Epoch 1590 | loss: 0.0311866 | val_loss: 0.0311912 | Time: 5657.63 ms [2021-01-19 23:36:09 main:574] : INFO : Epoch 1591 | loss: 0.0311842 | val_loss: 0.0311859 | Time: 5727.96 ms [2021-01-19 23:36:15 main:574] : INFO : Epoch 1592 | loss: 0.0311817 | val_loss: 0.0311896 | Time: 5672 ms [2021-01-19 23:36:20 main:574] : INFO : Epoch 1593 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 5655.35 ms [2021-01-19 23:36:26 main:574] : INFO : Epoch 1594 | loss: 0.0311864 | val_loss: 0.0311815 | Time: 5652.22 ms [2021-01-19 23:36:32 main:574] : INFO : Epoch 1595 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 5655.02 ms [2021-01-19 23:36:37 main:574] : INFO : Epoch 1596 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 5654.89 ms [2021-01-19 23:36:43 main:574] : INFO : Epoch 1597 | loss: 0.0311801 | val_loss: 0.0311872 | Time: 5657.47 ms [2021-01-19 23:36:49 main:574] : INFO : Epoch 1598 | loss: 0.0311813 | val_loss: 0.031191 | Time: 5652.38 ms [2021-01-19 23:36:55 main:574] : INFO : Epoch 1599 | loss: 0.0311858 | val_loss: 0.0311952 | Time: 5657.35 ms [2021-01-19 23:37:00 main:574] : INFO : Epoch 1600 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 5665.23 ms [2021-01-19 23:37:06 main:574] : INFO : Epoch 1601 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 5656.97 ms [2021-01-19 23:37:12 main:574] : INFO : Epoch 1602 | loss: 0.0311806 | val_loss: 0.0311904 | Time: 5659.03 ms [2021-01-19 23:37:17 main:574] : INFO : Epoch 1603 | loss: 0.0311812 | val_loss: 0.0311914 | Time: 5664.37 ms [2021-01-19 23:37:23 main:574] : INFO : Epoch 1604 | loss: 0.03118 | val_loss: 0.0311843 | Time: 5656.21 ms [2021-01-19 23:37:29 main:574] : INFO : Epoch 1605 | loss: 0.0311864 | val_loss: 0.0311924 | Time: 5654.77 ms [2021-01-19 23:37:35 main:574] : INFO : Epoch 1606 | loss: 0.0311823 | val_loss: 0.031182 | Time: 5695.32 ms [2021-01-19 23:37:41 main:574] : INFO : Epoch 1607 | loss: 0.0311781 | val_loss: 0.031189 | Time: 5656.93 ms [2021-01-19 23:37:46 main:574] : INFO : Epoch 1608 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 5652.71 ms [2021-01-19 23:37:52 main:574] : INFO : Epoch 1609 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 5660.85 ms [2021-01-19 23:37:58 main:574] : INFO : Epoch 1610 | loss: 0.0311891 | val_loss: 0.0312114 | Time: 5683.4 ms [2021-01-19 23:38:04 main:574] : INFO : Epoch 1611 | loss: 0.0311867 | val_loss: 0.0311979 | Time: 5677.01 ms [2021-01-19 23:38:09 main:574] : INFO : Epoch 1612 | loss: 0.031179 | val_loss: 0.0311877 | Time: 5732.7 ms [2021-01-19 23:38:15 main:574] : INFO : Epoch 1613 | loss: 0.031177 | val_loss: 0.0311891 | Time: 5657.48 ms [2021-01-19 23:38:21 main:574] : INFO : Epoch 1614 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 5695.99 ms [2021-01-19 23:38:27 main:574] : INFO : Epoch 1615 | loss: 0.0311829 | val_loss: 0.0311874 | Time: 5674.67 ms [2021-01-19 23:38:32 main:574] : INFO : Epoch 1616 | loss: 0.0311801 | val_loss: 0.0311865 | Time: 5658.03 ms [2021-01-19 23:38:38 main:574] : INFO : Epoch 1617 | loss: 0.0311755 | val_loss: 0.031181 | Time: 5837.41 ms [2021-01-19 23:38:44 main:574] : INFO : Epoch 1618 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 5661.99 ms [2021-01-19 23:38:50 main:574] : INFO : Epoch 1619 | loss: 0.0311756 | val_loss: 0.0312133 | Time: 5717.22 ms [2021-01-19 23:38:55 main:574] : INFO : Epoch 1620 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 5703.7 ms [2021-01-19 23:39:01 main:574] : INFO : Epoch 1621 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 5670.45 ms [2021-01-19 23:39:07 main:574] : INFO : Epoch 1622 | loss: 0.0311809 | val_loss: 0.0311868 | Time: 5716.77 ms [2021-01-19 23:39:13 main:574] : INFO : Epoch 1623 | loss: 0.0311811 | val_loss: 0.0311889 | Time: 5656.45 ms [2021-01-19 23:39:18 main:574] : INFO : Epoch 1624 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 5716.24 ms [2021-01-19 23:39:24 main:574] : INFO : Epoch 1625 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 5750.48 ms [2021-01-19 23:39:30 main:574] : INFO : Epoch 1626 | loss: 0.0311751 | val_loss: 0.0312002 | Time: 5732.82 ms [2021-01-19 23:39:36 main:574] : INFO : Epoch 1627 | loss: 0.031179 | val_loss: 0.0311799 | Time: 5732.34 ms [2021-01-19 23:39:42 main:574] : INFO : Epoch 1628 | loss: 0.0311793 | val_loss: 0.0312094 | Time: 5664.49 ms [2021-01-19 23:39:47 main:574] : INFO : Epoch 1629 | loss: 0.031177 | val_loss: 0.031184 | Time: 5657.49 ms [2021-01-19 23:39:53 main:574] : INFO : Epoch 1630 | loss: 0.031172 | val_loss: 0.0311845 | Time: 5689.97 ms [2021-01-19 23:39:59 main:574] : INFO : Epoch 1631 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 5696.66 ms [2021-01-19 23:40:04 main:574] : INFO : Epoch 1632 | loss: 0.0311751 | val_loss: 0.0311873 | Time: 5672.78 ms [2021-01-19 23:40:10 main:574] : INFO : Epoch 1633 | loss: 0.0311716 | val_loss: 0.0311807 | Time: 5674.33 ms [2021-01-19 23:40:16 main:574] : INFO : Epoch 1634 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 5715.3 ms [2021-01-19 23:40:22 main:574] : INFO : Epoch 1635 | loss: 0.0311691 | val_loss: 0.0311808 | Time: 5676.13 ms [2021-01-19 23:40:28 main:574] : INFO : Epoch 1636 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 5765.16 ms [2021-01-19 23:40:33 main:574] : INFO : Epoch 1637 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 5668.55 ms [2021-01-19 23:40:39 main:574] : INFO : Epoch 1638 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 5699.69 ms [2021-01-19 23:40:45 main:574] : INFO : Epoch 1639 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 5655.15 ms [2021-01-19 23:40:51 main:574] : INFO : Epoch 1640 | loss: 0.0311729 | val_loss: 0.0311823 | Time: 5720.97 ms [2021-01-19 23:40:56 main:574] : INFO : Epoch 1641 | loss: 0.0311743 | val_loss: 0.0311868 | Time: 5707.72 ms [2021-01-19 23:41:02 main:574] : INFO : Epoch 1642 | loss: 0.031172 | val_loss: 0.0311813 | Time: 5656.59 ms [2021-01-19 23:41:08 main:574] : INFO : Epoch 1643 | loss: 0.03117 | val_loss: 0.0311956 | Time: 5725.18 ms [2021-01-19 23:41:14 main:574] : INFO : Epoch 1644 | loss: 0.031178 | val_loss: 0.031199 | Time: 5717.78 ms [2021-01-19 23:41:20 main:574] : INFO : Epoch 1645 | loss: 0.031172 | val_loss: 0.0311802 | Time: 5698.17 ms [2021-01-19 23:41:25 main:574] : INFO : Epoch 1646 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 5742.06 ms [2021-01-19 23:41:31 main:574] : INFO : Epoch 1647 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 5694.68 ms [2021-01-19 23:41:37 main:574] : INFO : Epoch 1648 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 5672.22 ms [2021-01-19 23:41:43 main:574] : INFO : Epoch 1649 | loss: 0.031177 | val_loss: 0.0311959 | Time: 5666.96 ms [2021-01-19 23:41:49 main:574] : INFO : Epoch 1650 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 5789.46 ms [2021-01-19 23:41:54 main:574] : INFO : Epoch 1651 | loss: 0.0311694 | val_loss: 0.0311806 | Time: 5674.06 ms [2021-01-19 23:42:00 main:574] : INFO : Epoch 1652 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 5769.99 ms [2021-01-19 23:42:06 main:574] : INFO : Epoch 1653 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 5709.07 ms [2021-01-19 23:42:12 main:574] : INFO : Epoch 1654 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 5716.64 ms [2021-01-19 23:42:18 main:574] : INFO : Epoch 1655 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 5654.36 ms [2021-01-19 23:42:23 main:574] : INFO : Epoch 1656 | loss: 0.0311681 | val_loss: 0.0311821 | Time: 5649.43 ms [2021-01-19 23:42:29 main:574] : INFO : Epoch 1657 | loss: 0.0311712 | val_loss: 0.031181 | Time: 5645.39 ms [2021-01-19 23:42:35 main:574] : INFO : Epoch 1658 | loss: 0.0311719 | val_loss: 0.0311852 | Time: 5725.3 ms [2021-01-19 23:42:40 main:574] : INFO : Epoch 1659 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 5693.77 ms [2021-01-19 23:42:46 main:574] : INFO : Epoch 1660 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 5703.53 ms [2021-01-19 23:42:52 main:574] : INFO : Epoch 1661 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 5679.65 ms [2021-01-19 23:42:58 main:574] : INFO : Epoch 1662 | loss: 0.031173 | val_loss: 0.0311763 | Time: 5745.5 ms [2021-01-19 23:43:04 main:574] : INFO : Epoch 1663 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 5694.23 ms [2021-01-19 23:43:09 main:574] : INFO : Epoch 1664 | loss: 0.0311781 | val_loss: 0.0311752 | Time: 5681.41 ms [2021-01-19 23:43:15 main:574] : INFO : Epoch 1665 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 5662.36 ms [2021-01-19 23:43:21 main:574] : INFO : Epoch 1666 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 5701.33 ms [2021-01-19 23:43:27 main:574] : INFO : Epoch 1667 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 5653.4 ms [2021-01-19 23:43:32 main:574] : INFO : Epoch 1668 | loss: 0.0311668 | val_loss: 0.0311798 | Time: 5654.42 ms [2021-01-19 23:43:38 main:574] : INFO : Epoch 1669 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 5679.33 ms [2021-01-19 23:43:44 main:574] : INFO : Epoch 1670 | loss: 0.0311693 | val_loss: 0.031175 | Time: 5657.62 ms [2021-01-19 23:43:50 main:574] : INFO : Epoch 1671 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 5693.89 ms [2021-01-19 23:43:55 main:574] : INFO : Epoch 1672 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 5745.94 ms [2021-01-19 23:44:01 main:574] : INFO : Epoch 1673 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 5674.97 ms [2021-01-19 23:44:07 main:574] : INFO : Epoch 1674 | loss: 0.031168 | val_loss: 0.0311771 | Time: 5787.15 ms [2021-01-19 23:44:13 main:574] : INFO : Epoch 1675 | loss: 0.0311678 | val_loss: 0.031179 | Time: 5660.25 ms [2021-01-19 23:44:19 main:574] : INFO : Epoch 1676 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 5717.33 ms [2021-01-19 23:44:24 main:574] : INFO : Epoch 1677 | loss: 0.0311665 | val_loss: 0.0311842 | Time: 5749.04 ms [2021-01-19 23:44:30 main:574] : INFO : Epoch 1678 | loss: 0.0311708 | val_loss: 0.031181 | Time: 5680.1 ms [2021-01-19 23:44:36 main:574] : INFO : Epoch 1679 | loss: 0.0311651 | val_loss: 0.031177 | Time: 5680.16 ms [2021-01-19 23:44:42 main:574] : INFO : Epoch 1680 | loss: 0.0311658 | val_loss: 0.0311846 | Time: 5666.98 ms [2021-01-19 23:44:48 main:574] : INFO : Epoch 1681 | loss: 0.0311702 | val_loss: 0.0311944 | Time: 5758.15 ms [2021-01-19 23:44:53 main:574] : INFO : Epoch 1682 | loss: 0.0311775 | val_loss: 0.0312002 | Time: 5658.56 ms [2021-01-19 23:44:59 main:574] : INFO : Epoch 1683 | loss: 0.0311686 | val_loss: 0.0311805 | Time: 5655.7 ms [2021-01-19 23:45:05 main:574] : INFO : Epoch 1684 | loss: 0.0311672 | val_loss: 0.031188 | Time: 5685.32 ms [2021-01-19 23:45:11 main:574] : INFO : Epoch 1685 | loss: 0.0311717 | val_loss: 0.0311842 | Time: 5713.99 ms [2021-01-19 23:45:16 main:574] : INFO : Epoch 1686 | loss: 0.031168 | val_loss: 0.0311904 | Time: 5686.3 ms [2021-01-19 23:45:22 main:574] : INFO : Epoch 1687 | loss: 0.0311659 | val_loss: 0.0311823 | Time: 5668.81 ms [2021-01-19 23:45:28 main:574] : INFO : Epoch 1688 | loss: 0.0311642 | val_loss: 0.0311803 | Time: 5705.48 ms [2021-01-19 23:45:34 main:574] : INFO : Epoch 1689 | loss: 0.0311615 | val_loss: 0.0311835 | Time: 5720.68 ms [2021-01-19 23:45:40 main:574] : INFO : Epoch 1690 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 5762.46 ms [2021-01-19 23:45:45 main:574] : INFO : Epoch 1691 | loss: 0.0311631 | val_loss: 0.0311796 | Time: 5668.99 ms [2021-01-19 23:45:51 main:574] : INFO : Epoch 1692 | loss: 0.031164 | val_loss: 0.0311896 | Time: 5659.99 ms [2021-01-19 23:45:57 main:574] : INFO : Epoch 1693 | loss: 0.0311665 | val_loss: 0.0311879 | Time: 5675.97 ms [2021-01-19 23:46:03 main:574] : INFO : Epoch 1694 | loss: 0.0311646 | val_loss: 0.0311832 | Time: 5658.58 ms [2021-01-19 23:46:08 main:574] : INFO : Epoch 1695 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 5773.22 ms [2021-01-19 23:46:14 main:574] : INFO : Epoch 1696 | loss: 0.0311602 | val_loss: 0.0311788 | Time: 5729.08 ms [2021-01-19 23:46:20 main:574] : INFO : Epoch 1697 | loss: 0.0311628 | val_loss: 0.0311758 | Time: 5695.17 ms [2021-01-19 23:46:26 main:574] : INFO : Epoch 1698 | loss: 0.0311625 | val_loss: 0.0311779 | Time: 5663.34 ms [2021-01-19 23:46:31 main:574] : INFO : Epoch 1699 | loss: 0.0311662 | val_loss: 0.0311768 | Time: 5671.65 ms [2021-01-19 23:46:37 main:574] : INFO : Epoch 1700 | loss: 0.0311685 | val_loss: 0.031195 | Time: 5680.62 ms [2021-01-19 23:46:43 main:574] : INFO : Epoch 1701 | loss: 0.031171 | val_loss: 0.0311807 | Time: 5713.02 ms [2021-01-19 23:46:49 main:574] : INFO : Epoch 1702 | loss: 0.031165 | val_loss: 0.0311795 | Time: 5665.82 ms [2021-01-19 23:46:54 main:574] : INFO : Epoch 1703 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 5716.03 ms [2021-01-19 23:47:00 main:574] : INFO : Epoch 1704 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 5656.56 ms [2021-01-19 23:47:06 main:574] : INFO : Epoch 1705 | loss: 0.031165 | val_loss: 0.0311788 | Time: 5731.71 ms [2021-01-19 23:47:12 main:574] : INFO : Epoch 1706 | loss: 0.0311635 | val_loss: 0.0311766 | Time: 5678.87 ms [2021-01-19 23:47:18 main:574] : INFO : Epoch 1707 | loss: 0.0311663 | val_loss: 0.031186 | Time: 5653.21 ms [2021-01-19 23:47:23 main:574] : INFO : Epoch 1708 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 5784.04 ms [2021-01-19 23:47:29 main:574] : INFO : Epoch 1709 | loss: 0.031164 | val_loss: 0.0311809 | Time: 5659.63 ms [2021-01-19 23:47:35 main:574] : INFO : Epoch 1710 | loss: 0.0311694 | val_loss: 0.0311861 | Time: 5654.58 ms [2021-01-19 23:47:41 main:574] : INFO : Epoch 1711 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 5719.76 ms [2021-01-19 23:47:46 main:574] : INFO : Epoch 1712 | loss: 0.0311621 | val_loss: 0.0311844 | Time: 5660.2 ms [2021-01-19 23:47:52 main:574] : INFO : Epoch 1713 | loss: 0.0311705 | val_loss: 0.0311786 | Time: 5709.57 ms [2021-01-19 23:47:58 main:574] : INFO : Epoch 1714 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 5712 ms [2021-01-19 23:48:04 main:574] : INFO : Epoch 1715 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 5724.75 ms [2021-01-19 23:48:10 main:574] : INFO : Epoch 1716 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 5725.52 ms [2021-01-19 23:48:15 main:574] : INFO : Epoch 1717 | loss: 0.0311697 | val_loss: 0.0311809 | Time: 5685.36 ms [2021-01-19 23:48:21 main:574] : INFO : Epoch 1718 | loss: 0.031178 | val_loss: 0.0311791 | Time: 5723.78 ms [2021-01-19 23:48:27 main:574] : INFO : Epoch 1719 | loss: 0.0311756 | val_loss: 0.0311749 | Time: 5702.94 ms [2021-01-19 23:48:33 main:574] : INFO : Epoch 1720 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 5672.25 ms [2021-01-19 23:48:39 main:574] : INFO : Epoch 1721 | loss: 0.0311653 | val_loss: 0.0311837 | Time: 5738.59 ms [2021-01-19 23:48:44 main:574] : INFO : Epoch 1722 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 5672.26 ms [2021-01-19 23:48:50 main:574] : INFO : Epoch 1723 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 5804.58 ms [2021-01-19 23:48:56 main:574] : INFO : Epoch 1724 | loss: 0.0311649 | val_loss: 0.0311823 | Time: 5658.09 ms [2021-01-19 23:49:02 main:574] : INFO : Epoch 1725 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 5736.38 ms [2021-01-19 23:49:08 main:574] : INFO : Epoch 1726 | loss: 0.0311618 | val_loss: 0.031179 | Time: 5738.26 ms [2021-01-19 23:49:13 main:574] : INFO : Epoch 1727 | loss: 0.031161 | val_loss: 0.0311725 | Time: 5738.01 ms [2021-01-19 23:49:19 main:574] : INFO : Epoch 1728 | loss: 0.0311631 | val_loss: 0.031176 | Time: 5687.25 ms [2021-01-19 23:49:25 main:574] : INFO : Epoch 1729 | loss: 0.0311603 | val_loss: 0.0311727 | Time: 5694.21 ms [2021-01-19 23:49:31 main:574] : INFO : Epoch 1730 | loss: 0.0311623 | val_loss: 0.0311917 | Time: 5667.52 ms [2021-01-19 23:49:36 main:574] : INFO : Epoch 1731 | loss: 0.0311619 | val_loss: 0.0311766 | Time: 5658.02 ms [2021-01-19 23:49:42 main:574] : INFO : Epoch 1732 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 5775.78 ms [2021-01-19 23:49:48 main:574] : INFO : Epoch 1733 | loss: 0.0311619 | val_loss: 0.0311789 | Time: 5697.68 ms [2021-01-19 23:49:54 main:574] : INFO : Epoch 1734 | loss: 0.0311617 | val_loss: 0.031175 | Time: 5737.83 ms [2021-01-19 23:50:00 main:574] : INFO : Epoch 1735 | loss: 0.031161 | val_loss: 0.0311813 | Time: 5667.81 ms [2021-01-19 23:50:05 main:574] : INFO : Epoch 1736 | loss: 0.0311701 | val_loss: 0.0311823 | Time: 5682.07 ms [2021-01-19 23:50:11 main:574] : INFO : Epoch 1737 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 5705.87 ms [2021-01-19 23:50:17 main:574] : INFO : Epoch 1738 | loss: 0.0311615 | val_loss: 0.0311764 | Time: 5761.7 ms [2021-01-19 23:50:23 main:574] : INFO : Epoch 1739 | loss: 0.0311598 | val_loss: 0.0311764 | Time: 5674.07 ms [2021-01-19 23:50:29 main:574] : INFO : Epoch 1740 | loss: 0.0311596 | val_loss: 0.0311802 | Time: 5746.53 ms [2021-01-19 23:50:34 main:574] : INFO : Epoch 1741 | loss: 0.0311595 | val_loss: 0.0311751 | Time: 5695.26 ms [2021-01-19 23:50:40 main:574] : INFO : Epoch 1742 | loss: 0.0311607 | val_loss: 0.03118 | Time: 5673.23 ms [2021-01-19 23:50:46 main:574] : INFO : Epoch 1743 | loss: 0.0311572 | val_loss: 0.0311751 | Time: 5686.02 ms [2021-01-19 23:50:52 main:574] : INFO : Epoch 1744 | loss: 0.03116 | val_loss: 0.031181 | Time: 5754.91 ms [2021-01-19 23:50:57 main:574] : INFO : Epoch 1745 | loss: 0.031175 | val_loss: 0.0311775 | Time: 5696.55 ms [2021-01-19 23:51:03 main:574] : INFO : Epoch 1746 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 5686.52 ms [2021-01-19 23:51:09 main:574] : INFO : Epoch 1747 | loss: 0.0311659 | val_loss: 0.031177 | Time: 5685.38 ms [2021-01-19 23:51:15 main:574] : INFO : Epoch 1748 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 5701.51 ms [2021-01-19 23:51:20 main:574] : INFO : Epoch 1749 | loss: 0.031162 | val_loss: 0.0311795 | Time: 5685.69 ms [2021-01-19 23:51:26 main:574] : INFO : Epoch 1750 | loss: 0.0311625 | val_loss: 0.031188 | Time: 5710.9 ms [2021-01-19 23:51:32 main:574] : INFO : Epoch 1751 | loss: 0.0311666 | val_loss: 0.0311785 | Time: 5788.25 ms [2021-01-19 23:51:38 main:574] : INFO : Epoch 1752 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 5685.61 ms [2021-01-19 23:51:44 main:574] : INFO : Epoch 1753 | loss: 0.0311595 | val_loss: 0.0311766 | Time: 5661.19 ms [2021-01-19 23:51:49 main:574] : INFO : Epoch 1754 | loss: 0.03116 | val_loss: 0.0311734 | Time: 5661.82 ms [2021-01-19 23:51:55 main:574] : INFO : Epoch 1755 | loss: 0.0311618 | val_loss: 0.0311762 | Time: 5688.31 ms [2021-01-19 23:52:01 main:574] : INFO : Epoch 1756 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 5735.45 ms [2021-01-19 23:52:06 main:574] : INFO : Epoch 1757 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 5658.49 ms [2021-01-19 23:52:12 main:574] : INFO : Epoch 1758 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 5674.4 ms [2021-01-19 23:52:18 main:574] : INFO : Epoch 1759 | loss: 0.0311589 | val_loss: 0.0311856 | Time: 5710.21 ms [2021-01-19 23:52:24 main:574] : INFO : Epoch 1760 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 5670.95 ms [2021-01-19 23:52:29 main:574] : INFO : Epoch 1761 | loss: 0.0311596 | val_loss: 0.0311745 | Time: 5668.76 ms [2021-01-19 23:52:35 main:574] : INFO : Epoch 1762 | loss: 0.0311624 | val_loss: 0.0311755 | Time: 5696.37 ms [2021-01-19 23:52:41 main:574] : INFO : Epoch 1763 | loss: 0.0311642 | val_loss: 0.0311717 | Time: 5769.64 ms [2021-01-19 23:52:47 main:574] : INFO : Epoch 1764 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 5655.05 ms [2021-01-19 23:52:53 main:574] : INFO : Epoch 1765 | loss: 0.031169 | val_loss: 0.0311856 | Time: 5728.44 ms [2021-01-19 23:52:58 main:574] : INFO : Epoch 1766 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 5654.09 ms [2021-01-19 23:53:04 main:574] : INFO : Epoch 1767 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 5657.18 ms [2021-01-19 23:53:10 main:574] : INFO : Epoch 1768 | loss: 0.0311533 | val_loss: 0.0311772 | Time: 5657.29 ms [2021-01-19 23:53:15 main:574] : INFO : Epoch 1769 | loss: 0.0311583 | val_loss: 0.0311747 | Time: 5732.04 ms [2021-01-19 23:53:21 main:574] : INFO : Epoch 1770 | loss: 0.0311655 | val_loss: 0.0311777 | Time: 5745.78 ms [2021-01-19 23:53:27 main:574] : INFO : Epoch 1771 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 5730.95 ms [2021-01-19 23:53:33 main:574] : INFO : Epoch 1772 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 5658.34 ms [2021-01-19 23:53:39 main:574] : INFO : Epoch 1773 | loss: 0.0311617 | val_loss: 0.0311785 | Time: 5739.68 ms [2021-01-19 23:53:44 main:574] : INFO : Epoch 1774 | loss: 0.0311651 | val_loss: 0.0311701 | Time: 5670.33 ms [2021-01-19 23:53:50 main:574] : INFO : Epoch 1775 | loss: 0.0311578 | val_loss: 0.0311714 | Time: 5679.53 ms [2021-01-19 23:53:56 main:574] : INFO : Epoch 1776 | loss: 0.0311564 | val_loss: 0.0311771 | Time: 5731.22 ms [2021-01-19 23:54:02 main:574] : INFO : Epoch 1777 | loss: 0.0311599 | val_loss: 0.031172 | Time: 5682.03 ms [2021-01-19 23:54:07 main:574] : INFO : Epoch 1778 | loss: 0.0311568 | val_loss: 0.031178 | Time: 5793.18 ms [2021-01-19 23:54:13 main:574] : INFO : Epoch 1779 | loss: 0.0311577 | val_loss: 0.0311734 | Time: 5681.34 ms [2021-01-19 23:54:19 main:574] : INFO : Epoch 1780 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 5703.94 ms [2021-01-19 23:54:25 main:574] : INFO : Epoch 1781 | loss: 0.0311593 | val_loss: 0.0311801 | Time: 5699.46 ms [2021-01-19 23:54:30 main:574] : INFO : Epoch 1782 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 5691.47 ms [2021-01-19 23:54:36 main:574] : INFO : Epoch 1783 | loss: 0.0311577 | val_loss: 0.0311717 | Time: 5679.9 ms [2021-01-19 23:54:42 main:574] : INFO : Epoch 1784 | loss: 0.031155 | val_loss: 0.0311759 | Time: 5741.75 ms [2021-01-19 23:54:48 main:574] : INFO : Epoch 1785 | loss: 0.0311581 | val_loss: 0.0311756 | Time: 5706.08 ms [2021-01-19 23:54:53 main:574] : INFO : Epoch 1786 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 5707.87 ms [2021-01-19 23:54:59 main:574] : INFO : Epoch 1787 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 5676.94 ms [2021-01-19 23:55:05 main:574] : INFO : Epoch 1788 | loss: 0.0311573 | val_loss: 0.0311858 | Time: 5676.35 ms [2021-01-19 23:55:11 main:574] : INFO : Epoch 1789 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 5709.06 ms [2021-01-19 23:55:16 main:574] : INFO : Epoch 1790 | loss: 0.0311534 | val_loss: 0.0311724 | Time: 5778.16 ms [2021-01-19 23:55:22 main:574] : INFO : Epoch 1791 | loss: 0.031156 | val_loss: 0.0311717 | Time: 5716.61 ms [2021-01-19 23:55:28 main:574] : INFO : Epoch 1792 | loss: 0.0311625 | val_loss: 0.0311932 | Time: 5744.24 ms [2021-01-19 23:55:34 main:574] : INFO : Epoch 1793 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 5722.11 ms [2021-01-19 23:55:40 main:574] : INFO : Epoch 1794 | loss: 0.0311545 | val_loss: 0.0311737 | Time: 5749.1 ms [2021-01-19 23:55:46 main:574] : INFO : Epoch 1795 | loss: 0.031153 | val_loss: 0.0311698 | Time: 5701.11 ms [2021-01-19 23:55:51 main:574] : INFO : Epoch 1796 | loss: 0.0311517 | val_loss: 0.0311743 | Time: 5712.98 ms [2021-01-19 23:55:57 main:574] : INFO : Epoch 1797 | loss: 0.0311518 | val_loss: 0.0311757 | Time: 5777.43 ms [2021-01-19 23:56:03 main:574] : INFO : Epoch 1798 | loss: 0.0311536 | val_loss: 0.0311716 | Time: 5670.11 ms [2021-01-19 23:56:09 main:574] : INFO : Epoch 1799 | loss: 0.0311557 | val_loss: 0.0311723 | Time: 5722.95 ms [2021-01-19 23:56:15 main:574] : INFO : Epoch 1800 | loss: 0.0311576 | val_loss: 0.0311731 | Time: 5708.83 ms [2021-01-19 23:56:20 main:574] : INFO : Epoch 1801 | loss: 0.0311561 | val_loss: 0.0311743 | Time: 5661.84 ms [2021-01-19 23:56:26 main:574] : INFO : Epoch 1802 | loss: 0.0311515 | val_loss: 0.0311733 | Time: 5772.24 ms [2021-01-19 23:56:32 main:574] : INFO : Epoch 1803 | loss: 0.0311516 | val_loss: 0.0311742 | Time: 5658.5 ms [2021-01-19 23:56:38 main:574] : INFO : Epoch 1804 | loss: 0.0311558 | val_loss: 0.0311797 | Time: 5659.84 ms [2021-01-19 23:56:43 main:574] : INFO : Epoch 1805 | loss: 0.0311561 | val_loss: 0.0311896 | Time: 5700.58 ms [2021-01-19 23:56:49 main:574] : INFO : Epoch 1806 | loss: 0.0311617 | val_loss: 0.0311752 | Time: 5681.16 ms [2021-01-19 23:56:55 main:574] : INFO : Epoch 1807 | loss: 0.031152 | val_loss: 0.0311733 | Time: 5679.62 ms [2021-01-19 23:57:00 main:574] : INFO : Epoch 1808 | loss: 0.0311505 | val_loss: 0.0311757 | Time: 5706.62 ms [2021-01-19 23:57:06 main:574] : INFO : Epoch 1809 | loss: 0.0311496 | val_loss: 0.0311775 | Time: 5674.49 ms [2021-01-19 23:57:12 main:574] : INFO : Epoch 1810 | loss: 0.0311483 | val_loss: 0.0311744 | Time: 5729.12 ms [2021-01-19 23:57:18 main:574] : INFO : Epoch 1811 | loss: 0.0311506 | val_loss: 0.0311817 | Time: 5669.03 ms [2021-01-19 23:57:23 main:574] : INFO : Epoch 1812 | loss: 0.0311627 | val_loss: 0.0311942 | Time: 5722.65 ms [2021-01-19 23:57:29 main:574] : INFO : Epoch 1813 | loss: 0.0311688 | val_loss: 0.031171 | Time: 5766.3 ms [2021-01-19 23:57:35 main:574] : INFO : Epoch 1814 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 5725.63 ms [2021-01-19 23:57:41 main:574] : INFO : Epoch 1815 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 5725.27 ms [2021-01-19 23:57:47 main:574] : INFO : Epoch 1816 | loss: 0.0311556 | val_loss: 0.031173 | Time: 5745.52 ms [2021-01-19 23:57:52 main:574] : INFO : Epoch 1817 | loss: 0.0311559 | val_loss: 0.031173 | Time: 5712.78 ms [2021-01-19 23:57:58 main:574] : INFO : Epoch 1818 | loss: 0.0311516 | val_loss: 0.0311736 | Time: 5667.12 ms [2021-01-19 23:58:04 main:574] : INFO : Epoch 1819 | loss: 0.0311546 | val_loss: 0.0311748 | Time: 5656.64 ms [2021-01-19 23:58:10 main:574] : INFO : Epoch 1820 | loss: 0.0311521 | val_loss: 0.0311769 | Time: 5786.1 ms [2021-01-19 23:58:15 main:574] : INFO : Epoch 1821 | loss: 0.0311527 | val_loss: 0.0311739 | Time: 5655.28 ms [2021-01-19 23:58:21 main:574] : INFO : Epoch 1822 | loss: 0.03115 | val_loss: 0.0311718 | Time: 5773.34 ms [2021-01-19 23:58:27 main:574] : INFO : Epoch 1823 | loss: 0.0311505 | val_loss: 0.0311685 | Time: 5700.75 ms [2021-01-19 23:58:33 main:574] : INFO : Epoch 1824 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 5693.81 ms [2021-01-19 23:58:39 main:574] : INFO : Epoch 1825 | loss: 0.0311529 | val_loss: 0.0311698 | Time: 5776.69 ms [2021-01-19 23:58:44 main:574] : INFO : Epoch 1826 | loss: 0.0311504 | val_loss: 0.0311755 | Time: 5709.66 ms [2021-01-19 23:58:50 main:574] : INFO : Epoch 1827 | loss: 0.0311484 | val_loss: 0.0311758 | Time: 5673.42 ms [2021-01-19 23:58:56 main:574] : INFO : Epoch 1828 | loss: 0.0311534 | val_loss: 0.0311751 | Time: 5727.94 ms [2021-01-19 23:59:02 main:574] : INFO : Epoch 1829 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 5738.16 ms [2021-01-19 23:59:07 main:574] : INFO : Epoch 1830 | loss: 0.0311478 | val_loss: 0.0311761 | Time: 5660.58 ms [2021-01-19 23:59:13 main:574] : INFO : Epoch 1831 | loss: 0.031149 | val_loss: 0.031171 | Time: 5696.17 ms [2021-01-19 23:59:19 main:574] : INFO : Epoch 1832 | loss: 0.0311485 | val_loss: 0.0311749 | Time: 5695.15 ms [2021-01-19 23:59:25 main:574] : INFO : Epoch 1833 | loss: 0.0311504 | val_loss: 0.0311803 | Time: 5735.59 ms [2021-01-19 23:59:31 main:574] : INFO : Epoch 1834 | loss: 0.0311516 | val_loss: 0.0311728 | Time: 5779.47 ms [2021-01-19 23:59:36 main:574] : INFO : Epoch 1835 | loss: 0.0311495 | val_loss: 0.0311688 | Time: 5747.09 ms [2021-01-19 23:59:42 main:574] : INFO : Epoch 1836 | loss: 0.0311478 | val_loss: 0.0311719 | Time: 5684.86 ms [2021-01-19 23:59:48 main:574] : INFO : Epoch 1837 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 5734.55 ms [2021-01-19 23:59:54 main:574] : INFO : Epoch 1838 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 5689.78 ms [2021-01-20 00:00:00 main:574] : INFO : Epoch 1839 | loss: 0.0311536 | val_loss: 0.0311724 | Time: 5666.27 ms [2021-01-20 00:00:05 main:574] : INFO : Epoch 1840 | loss: 0.0311501 | val_loss: 0.0311746 | Time: 5670.73 ms [2021-01-20 00:00:11 main:574] : INFO : Epoch 1841 | loss: 0.0311491 | val_loss: 0.0311696 | Time: 5676.93 ms [2021-01-20 00:00:17 main:574] : INFO : Epoch 1842 | loss: 0.0311477 | val_loss: 0.0311707 | Time: 5712.68 ms [2021-01-20 00:00:22 main:574] : INFO : Epoch 1843 | loss: 0.0311487 | val_loss: 0.0311727 | Time: 5656.9 ms [2021-01-20 00:00:28 main:574] : INFO : Epoch 1844 | loss: 0.0311507 | val_loss: 0.0311811 | Time: 5708.64 ms [2021-01-20 00:00:34 main:574] : INFO : Epoch 1845 | loss: 0.0311526 | val_loss: 0.0311739 | Time: 5680.89 ms [2021-01-20 00:00:40 main:574] : INFO : Epoch 1846 | loss: 0.031147 | val_loss: 0.0311707 | Time: 5659.25 ms [2021-01-20 00:00:45 main:574] : INFO : Epoch 1847 | loss: 0.0311522 | val_loss: 0.0311724 | Time: 5742.57 ms [2021-01-20 00:00:51 main:574] : INFO : Epoch 1848 | loss: 0.0311544 | val_loss: 0.0311693 | Time: 5683.69 ms [2021-01-20 00:00:57 main:574] : INFO : Epoch 1849 | loss: 0.0311506 | val_loss: 0.0311746 | Time: 5720.85 ms [2021-01-20 00:01:03 main:574] : INFO : Epoch 1850 | loss: 0.0311498 | val_loss: 0.03117 | Time: 5703.47 ms [2021-01-20 00:01:09 main:574] : INFO : Epoch 1851 | loss: 0.0311471 | val_loss: 0.031186 | Time: 5750.29 ms [2021-01-20 00:01:14 main:574] : INFO : Epoch 1852 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 5660.22 ms [2021-01-20 00:01:20 main:574] : INFO : Epoch 1853 | loss: 0.0311534 | val_loss: 0.0311855 | Time: 5740.14 ms [2021-01-20 00:01:26 main:574] : INFO : Epoch 1854 | loss: 0.0311476 | val_loss: 0.0311775 | Time: 5732.35 ms [2021-01-20 00:01:32 main:574] : INFO : Epoch 1855 | loss: 0.0311469 | val_loss: 0.0311774 | Time: 5750.79 ms [2021-01-20 00:01:37 main:574] : INFO : Epoch 1856 | loss: 0.0311467 | val_loss: 0.03117 | Time: 5659.12 ms [2021-01-20 00:01:43 main:574] : INFO : Epoch 1857 | loss: 0.031149 | val_loss: 0.0311685 | Time: 5660.83 ms [2021-01-20 00:01:49 main:574] : INFO : Epoch 1858 | loss: 0.0311466 | val_loss: 0.0311748 | Time: 5752.03 ms [2021-01-20 00:01:55 main:574] : INFO : Epoch 1859 | loss: 0.0311482 | val_loss: 0.0311752 | Time: 5667.03 ms [2021-01-20 00:02:00 main:574] : INFO : Epoch 1860 | loss: 0.0311539 | val_loss: 0.0311673 | Time: 5689.17 ms [2021-01-20 00:02:06 main:574] : INFO : Epoch 1861 | loss: 0.0311538 | val_loss: 0.0311744 | Time: 5705.45 ms [2021-01-20 00:02:12 main:574] : INFO : Epoch 1862 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 5672.68 ms [2021-01-20 00:02:18 main:574] : INFO : Epoch 1863 | loss: 0.0311615 | val_loss: 0.031172 | Time: 5754.76 ms [2021-01-20 00:02:23 main:574] : INFO : Epoch 1864 | loss: 0.03116 | val_loss: 0.0311694 | Time: 5679.1 ms [2021-01-20 00:02:29 main:574] : INFO : Epoch 1865 | loss: 0.0311577 | val_loss: 0.03117 | Time: 5734.44 ms [2021-01-20 00:02:35 main:574] : INFO : Epoch 1866 | loss: 0.031158 | val_loss: 0.0311828 | Time: 5708.52 ms [2021-01-20 00:02:41 main:574] : INFO : Epoch 1867 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 5678.02 ms [2021-01-20 00:02:47 main:574] : INFO : Epoch 1868 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 5658.21 ms [2021-01-20 00:02:52 main:574] : INFO : Epoch 1869 | loss: 0.0311538 | val_loss: 0.0311651 | Time: 5714.25 ms [2021-01-20 00:02:58 main:574] : INFO : Epoch 1870 | loss: 0.0311511 | val_loss: 0.031168 | Time: 5734 ms [2021-01-20 00:03:04 main:574] : INFO : Epoch 1871 | loss: 0.0311523 | val_loss: 0.0311652 | Time: 5702.03 ms [2021-01-20 00:03:10 main:574] : INFO : Epoch 1872 | loss: 0.0311518 | val_loss: 0.0311769 | Time: 5739.12 ms [2021-01-20 00:03:16 main:574] : INFO : Epoch 1873 | loss: 0.0311526 | val_loss: 0.0311748 | Time: 5663.96 ms [2021-01-20 00:03:21 main:574] : INFO : Epoch 1874 | loss: 0.0311484 | val_loss: 0.0311742 | Time: 5655.82 ms [2021-01-20 00:03:27 main:574] : INFO : Epoch 1875 | loss: 0.031148 | val_loss: 0.0311689 | Time: 5673.41 ms [2021-01-20 00:03:33 main:574] : INFO : Epoch 1876 | loss: 0.0311497 | val_loss: 0.0311734 | Time: 5683.51 ms [2021-01-20 00:03:38 main:574] : INFO : Epoch 1877 | loss: 0.0311536 | val_loss: 0.0311765 | Time: 5692.95 ms [2021-01-20 00:03:44 main:574] : INFO : Epoch 1878 | loss: 0.0311507 | val_loss: 0.0311741 | Time: 5663.95 ms [2021-01-20 00:03:50 main:574] : INFO : Epoch 1879 | loss: 0.0311476 | val_loss: 0.0311761 | Time: 5661.28 ms [2021-01-20 00:03:56 main:574] : INFO : Epoch 1880 | loss: 0.031145 | val_loss: 0.0311716 | Time: 5737.59 ms [2021-01-20 00:04:01 main:574] : INFO : Epoch 1881 | loss: 0.0311472 | val_loss: 0.0311653 | Time: 5689.14 ms [2021-01-20 00:04:07 main:574] : INFO : Epoch 1882 | loss: 0.0311425 | val_loss: 0.0311703 | Time: 5721.71 ms [2021-01-20 00:04:13 main:574] : INFO : Epoch 1883 | loss: 0.0311413 | val_loss: 0.0311675 | Time: 5733.04 ms [2021-01-20 00:04:19 main:574] : INFO : Epoch 1884 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 5742 ms [2021-01-20 00:04:25 main:574] : INFO : Epoch 1885 | loss: 0.0311442 | val_loss: 0.0311728 | Time: 5654.5 ms [2021-01-20 00:04:30 main:574] : INFO : Epoch 1886 | loss: 0.0311458 | val_loss: 0.0311669 | Time: 5689.47 ms [2021-01-20 00:04:36 main:574] : INFO : Epoch 1887 | loss: 0.0311431 | val_loss: 0.0311657 | Time: 5699.86 ms [2021-01-20 00:04:42 main:574] : INFO : Epoch 1888 | loss: 0.0311423 | val_loss: 0.0311706 | Time: 5735.04 ms [2021-01-20 00:04:48 main:574] : INFO : Epoch 1889 | loss: 0.03114 | val_loss: 0.0311741 | Time: 5711.85 ms [2021-01-20 00:04:53 main:574] : INFO : Epoch 1890 | loss: 0.0311432 | val_loss: 0.0311645 | Time: 5707.6 ms [2021-01-20 00:04:59 main:574] : INFO : Epoch 1891 | loss: 0.0311389 | val_loss: 0.0311646 | Time: 5705.86 ms [2021-01-20 00:05:05 main:574] : INFO : Epoch 1892 | loss: 0.0311395 | val_loss: 0.0311684 | Time: 5698.72 ms [2021-01-20 00:05:11 main:574] : INFO : Epoch 1893 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 5733.14 ms [2021-01-20 00:05:17 main:574] : INFO : Epoch 1894 | loss: 0.0311525 | val_loss: 0.0311632 | Time: 5665.15 ms [2021-01-20 00:05:22 main:574] : INFO : Epoch 1895 | loss: 0.0311474 | val_loss: 0.031187 | Time: 5769.87 ms [2021-01-20 00:05:28 main:574] : INFO : Epoch 1896 | loss: 0.0311448 | val_loss: 0.0311684 | Time: 5648.47 ms [2021-01-20 00:05:34 main:574] : INFO : Epoch 1897 | loss: 0.0311431 | val_loss: 0.0311749 | Time: 5748.33 ms [2021-01-20 00:05:40 main:574] : INFO : Epoch 1898 | loss: 0.0311377 | val_loss: 0.0311716 | Time: 5737.4 ms [2021-01-20 00:05:45 main:574] : INFO : Epoch 1899 | loss: 0.0311388 | val_loss: 0.0311758 | Time: 5664.3 ms [2021-01-20 00:05:51 main:574] : INFO : Epoch 1900 | loss: 0.0311421 | val_loss: 0.0311726 | Time: 5661.27 ms [2021-01-20 00:05:57 main:574] : INFO : Epoch 1901 | loss: 0.0311429 | val_loss: 0.0311771 | Time: 5667.34 ms [2021-01-20 00:06:02 main:574] : INFO : Epoch 1902 | loss: 0.0311395 | val_loss: 0.0311685 | Time: 5655.66 ms [2021-01-20 00:06:08 main:574] : INFO : Epoch 1903 | loss: 0.0311397 | val_loss: 0.0311724 | Time: 5700.97 ms [2021-01-20 00:06:14 main:574] : INFO : Epoch 1904 | loss: 0.0311394 | val_loss: 0.0311833 | Time: 5666.28 ms [2021-01-20 00:06:20 main:574] : INFO : Epoch 1905 | loss: 0.031153 | val_loss: 0.0311777 | Time: 5677.25 ms [2021-01-20 00:06:25 main:574] : INFO : Epoch 1906 | loss: 0.0311516 | val_loss: 0.031186 | Time: 5667.17 ms [2021-01-20 00:06:31 main:574] : INFO : Epoch 1907 | loss: 0.0311507 | val_loss: 0.0311748 | Time: 5694.36 ms [2021-01-20 00:06:37 main:574] : INFO : Epoch 1908 | loss: 0.0311449 | val_loss: 0.0311813 | Time: 5792.65 ms [2021-01-20 00:06:43 main:574] : INFO : Epoch 1909 | loss: 0.0311423 | val_loss: 0.0311713 | Time: 5679.5 ms [2021-01-20 00:06:48 main:574] : INFO : Epoch 1910 | loss: 0.0311425 | val_loss: 0.0311686 | Time: 5652.78 ms [2021-01-20 00:06:54 main:574] : INFO : Epoch 1911 | loss: 0.0311378 | val_loss: 0.0311793 | Time: 5692.14 ms [2021-01-20 00:07:00 main:574] : INFO : Epoch 1912 | loss: 0.0311384 | val_loss: 0.0311678 | Time: 5761.58 ms [2021-01-20 00:07:06 main:574] : INFO : Epoch 1913 | loss: 0.0311375 | val_loss: 0.0311692 | Time: 5677.46 ms [2021-01-20 00:07:12 main:574] : INFO : Epoch 1914 | loss: 0.0311379 | val_loss: 0.0311709 | Time: 5795.12 ms [2021-01-20 00:07:17 main:574] : INFO : Epoch 1915 | loss: 0.0311369 | val_loss: 0.0311792 | Time: 5656.49 ms [2021-01-20 00:07:23 main:574] : INFO : Epoch 1916 | loss: 0.0311385 | val_loss: 0.0311724 | Time: 5712.28 ms [2021-01-20 00:07:29 main:574] : INFO : Epoch 1917 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 5680.23 ms [2021-01-20 00:07:35 main:574] : INFO : Epoch 1918 | loss: 0.0311363 | val_loss: 0.0311699 | Time: 5757.94 ms [2021-01-20 00:07:40 main:574] : INFO : Epoch 1919 | loss: 0.03114 | val_loss: 0.0311675 | Time: 5671.51 ms [2021-01-20 00:07:46 main:574] : INFO : Epoch 1920 | loss: 0.0311426 | val_loss: 0.0311676 | Time: 5658.28 ms [2021-01-20 00:07:52 main:574] : INFO : Epoch 1921 | loss: 0.03114 | val_loss: 0.0311664 | Time: 5659.74 ms [2021-01-20 00:07:58 main:574] : INFO : Epoch 1922 | loss: 0.0311369 | val_loss: 0.0311695 | Time: 5700.43 ms [2021-01-20 00:08:03 main:574] : INFO : Epoch 1923 | loss: 0.0311427 | val_loss: 0.0311745 | Time: 5679.98 ms [2021-01-20 00:08:09 main:574] : INFO : Epoch 1924 | loss: 0.0311412 | val_loss: 0.0311672 | Time: 5655.25 ms [2021-01-20 00:08:15 main:574] : INFO : Epoch 1925 | loss: 0.031138 | val_loss: 0.0311659 | Time: 5757.45 ms [2021-01-20 00:08:21 main:574] : INFO : Epoch 1926 | loss: 0.0311364 | val_loss: 0.0311734 | Time: 5703.8 ms [2021-01-20 00:08:26 main:574] : INFO : Epoch 1927 | loss: 0.0311393 | val_loss: 0.0311661 | Time: 5664.95 ms [2021-01-20 00:08:32 main:574] : INFO : Epoch 1928 | loss: 0.0311415 | val_loss: 0.0311718 | Time: 5672.07 ms [2021-01-20 00:08:38 main:574] : INFO : Epoch 1929 | loss: 0.0311414 | val_loss: 0.0311686 | Time: 5716.23 ms [2021-01-20 00:08:44 main:574] : INFO : Epoch 1930 | loss: 0.0311385 | val_loss: 0.0311686 | Time: 5738.8 ms [2021-01-20 00:08:49 main:574] : INFO : Epoch 1931 | loss: 0.0311395 | val_loss: 0.0311675 | Time: 5704.74 ms [2021-01-20 00:08:55 main:574] : INFO : Epoch 1932 | loss: 0.0311411 | val_loss: 0.0311676 | Time: 5687.16 ms [2021-01-20 00:09:01 main:574] : INFO : Epoch 1933 | loss: 0.0311449 | val_loss: 0.0311711 | Time: 5717.3 ms [2021-01-20 00:09:07 main:574] : INFO : Epoch 1934 | loss: 0.0311385 | val_loss: 0.0311671 | Time: 5667.07 ms [2021-01-20 00:09:13 main:574] : INFO : Epoch 1935 | loss: 0.0311441 | val_loss: 0.0311738 | Time: 5711.96 ms [2021-01-20 00:09:18 main:574] : INFO : Epoch 1936 | loss: 0.0311403 | val_loss: 0.0311687 | Time: 5700.01 ms [2021-01-20 00:09:24 main:574] : INFO : Epoch 1937 | loss: 0.03114 | val_loss: 0.0311689 | Time: 5732.67 ms [2021-01-20 00:09:30 main:574] : INFO : Epoch 1938 | loss: 0.0311411 | val_loss: 0.0311768 | Time: 5723.74 ms [2021-01-20 00:09:36 main:574] : INFO : Epoch 1939 | loss: 0.0311361 | val_loss: 0.0311743 | Time: 5650.33 ms [2021-01-20 00:09:41 main:574] : INFO : Epoch 1940 | loss: 0.0311397 | val_loss: 0.0311791 | Time: 5657.48 ms [2021-01-20 00:09:47 main:574] : INFO : Epoch 1941 | loss: 0.0311398 | val_loss: 0.0311739 | Time: 5739.57 ms [2021-01-20 00:09:53 main:574] : INFO : Epoch 1942 | loss: 0.0311367 | val_loss: 0.0311708 | Time: 5683.61 ms [2021-01-20 00:09:59 main:574] : INFO : Epoch 1943 | loss: 0.0311461 | val_loss: 0.0311686 | Time: 5705.93 ms [2021-01-20 00:10:05 main:574] : INFO : Epoch 1944 | loss: 0.0311457 | val_loss: 0.0311633 | Time: 5668.29 ms [2021-01-20 00:10:11 main:574] : INFO : Epoch 1945 | loss: 0.0311428 | val_loss: 0.031175 | Time: 5651.42 ms [2021-01-20 00:10:16 main:574] : INFO : Epoch 1946 | loss: 0.0311498 | val_loss: 0.031169 | Time: 5709.25 ms [2021-01-20 00:10:22 main:574] : INFO : Epoch 1947 | loss: 0.0311442 | val_loss: 0.0311697 | Time: 5710.39 ms [2021-01-20 00:10:28 main:574] : INFO : Epoch 1948 | loss: 0.0311411 | val_loss: 0.0311651 | Time: 5721.47 ms [2021-01-20 00:10:34 main:574] : INFO : Epoch 1949 | loss: 0.0311409 | val_loss: 0.0311718 | Time: 5663.6 ms [2021-01-20 00:10:40 main:574] : INFO : Epoch 1950 | loss: 0.0311406 | val_loss: 0.0311698 | Time: 5721.97 ms [2021-01-20 00:10:45 main:574] : INFO : Epoch 1951 | loss: 0.0311404 | val_loss: 0.0311658 | Time: 5669.96 ms [2021-01-20 00:10:51 main:574] : INFO : Epoch 1952 | loss: 0.03114 | val_loss: 0.0311659 | Time: 5671.55 ms [2021-01-20 00:10:57 main:574] : INFO : Epoch 1953 | loss: 0.0311415 | val_loss: 0.0311678 | Time: 5714.93 ms [2021-01-20 00:11:03 main:574] : INFO : Epoch 1954 | loss: 0.0311391 | val_loss: 0.0311663 | Time: 5701.12 ms [2021-01-20 00:11:08 main:574] : INFO : Epoch 1955 | loss: 0.0311364 | val_loss: 0.0311676 | Time: 5715.22 ms [2021-01-20 00:11:14 main:574] : INFO : Epoch 1956 | loss: 0.0311438 | val_loss: 0.0311651 | Time: 5719.87 ms [2021-01-20 00:11:20 main:574] : INFO : Epoch 1957 | loss: 0.0311452 | val_loss: 0.0311675 | Time: 5746.72 ms [2021-01-20 00:11:26 main:574] : INFO : Epoch 1958 | loss: 0.0311443 | val_loss: 0.0311657 | Time: 5711.52 ms [2021-01-20 00:11:32 main:574] : INFO : Epoch 1959 | loss: 0.0311419 | val_loss: 0.0311686 | Time: 5698.51 ms [2021-01-20 00:11:37 main:574] : INFO : Epoch 1960 | loss: 0.0311408 | val_loss: 0.0311622 | Time: 5691.32 ms [2021-01-20 00:11:43 main:574] : INFO : Epoch 1961 | loss: 0.0311435 | val_loss: 0.0311616 | Time: 5890.22 ms [2021-01-20 00:11:49 main:574] : INFO : Epoch 1962 | loss: 0.0311388 | val_loss: 0.03116 | Time: 5754.44 ms [2021-01-20 00:11:55 main:574] : INFO : Epoch 1963 | loss: 0.0311446 | val_loss: 0.0311812 | Time: 5657.15 ms [2021-01-20 00:12:01 main:574] : INFO : Epoch 1964 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 5713.29 ms [2021-01-20 00:12:07 main:574] : INFO : Epoch 1965 | loss: 0.0311397 | val_loss: 0.0311587 | Time: 5703.72 ms [2021-01-20 00:12:12 main:574] : INFO : Epoch 1966 | loss: 0.031138 | val_loss: 0.0311616 | Time: 5654.72 ms [2021-01-20 00:12:18 main:574] : INFO : Epoch 1967 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 5682.56 ms [2021-01-20 00:12:24 main:574] : INFO : Epoch 1968 | loss: 0.0311412 | val_loss: 0.0311651 | Time: 5703.86 ms [2021-01-20 00:12:30 main:574] : INFO : Epoch 1969 | loss: 0.0311385 | val_loss: 0.0311649 | Time: 5728.44 ms [2021-01-20 00:12:35 main:574] : INFO : Epoch 1970 | loss: 0.0311442 | val_loss: 0.0311702 | Time: 5674.78 ms [2021-01-20 00:12:41 main:574] : INFO : Epoch 1971 | loss: 0.0311448 | val_loss: 0.0311654 | Time: 5735.55 ms [2021-01-20 00:12:47 main:574] : INFO : Epoch 1972 | loss: 0.0311394 | val_loss: 0.0311724 | Time: 5762.6 ms [2021-01-20 00:12:53 main:574] : INFO : Epoch 1973 | loss: 0.0311379 | val_loss: 0.0311638 | Time: 5680.69 ms [2021-01-20 00:12:59 main:574] : INFO : Epoch 1974 | loss: 0.0311351 | val_loss: 0.0311638 | Time: 5669.76 ms [2021-01-20 00:13:04 main:574] : INFO : Epoch 1975 | loss: 0.0311397 | val_loss: 0.0311661 | Time: 5762.92 ms [2021-01-20 00:13:10 main:574] : INFO : Epoch 1976 | loss: 0.0311431 | val_loss: 0.0311793 | Time: 5684.4 ms [2021-01-20 00:13:16 main:574] : INFO : Epoch 1977 | loss: 0.0311458 | val_loss: 0.0311657 | Time: 5785.56 ms [2021-01-20 00:13:22 main:574] : INFO : Epoch 1978 | loss: 0.0311442 | val_loss: 0.031162 | Time: 5735.97 ms [2021-01-20 00:13:28 main:574] : INFO : Epoch 1979 | loss: 0.0311373 | val_loss: 0.0311659 | Time: 5661.14 ms [2021-01-20 00:13:33 main:574] : INFO : Epoch 1980 | loss: 0.031137 | val_loss: 0.031173 | Time: 5652.54 ms [2021-01-20 00:13:39 main:574] : INFO : Epoch 1981 | loss: 0.0311364 | val_loss: 0.0311654 | Time: 5752.37 ms [2021-01-20 00:13:45 main:574] : INFO : Epoch 1982 | loss: 0.0311332 | val_loss: 0.0311664 | Time: 5658.27 ms [2021-01-20 00:13:51 main:574] : INFO : Epoch 1983 | loss: 0.0311346 | val_loss: 0.0311648 | Time: 5686.47 ms [2021-01-20 00:13:56 main:574] : INFO : Epoch 1984 | loss: 0.0311312 | val_loss: 0.0311652 | Time: 5700.35 ms [2021-01-20 00:14:02 main:574] : INFO : Epoch 1985 | loss: 0.0311314 | val_loss: 0.0311649 | Time: 5686.51 ms [2021-01-20 00:14:08 main:574] : INFO : Epoch 1986 | loss: 0.0311304 | val_loss: 0.0311665 | Time: 5736.19 ms [2021-01-20 00:14:14 main:574] : INFO : Epoch 1987 | loss: 0.0311361 | val_loss: 0.0311702 | Time: 5691.54 ms [2021-01-20 00:14:20 main:574] : INFO : Epoch 1988 | loss: 0.0311386 | val_loss: 0.0311676 | Time: 5683.85 ms [2021-01-20 00:14:25 main:574] : INFO : Epoch 1989 | loss: 0.0311347 | val_loss: 0.0311605 | Time: 5711.37 ms [2021-01-20 00:14:31 main:574] : INFO : Epoch 1990 | loss: 0.031142 | val_loss: 0.0311672 | Time: 5732.98 ms [2021-01-20 00:14:37 main:574] : INFO : Epoch 1991 | loss: 0.0311332 | val_loss: 0.0311625 | Time: 5713.77 ms [2021-01-20 00:14:43 main:574] : INFO : Epoch 1992 | loss: 0.0311352 | val_loss: 0.031168 | Time: 5727.21 ms [2021-01-20 00:14:49 main:574] : INFO : Epoch 1993 | loss: 0.0311373 | val_loss: 0.0311635 | Time: 5659.69 ms [2021-01-20 00:14:54 main:574] : INFO : Epoch 1994 | loss: 0.0311435 | val_loss: 0.0311688 | Time: 5674.62 ms [2021-01-20 00:15:00 main:574] : INFO : Epoch 1995 | loss: 0.0311378 | val_loss: 0.0311619 | Time: 5676.4 ms [2021-01-20 00:15:06 main:574] : INFO : Epoch 1996 | loss: 0.0311363 | val_loss: 0.0311633 | Time: 5704.49 ms [2021-01-20 00:15:12 main:574] : INFO : Epoch 1997 | loss: 0.0311366 | val_loss: 0.0311626 | Time: 5667.25 ms [2021-01-20 00:15:17 main:574] : INFO : Epoch 1998 | loss: 0.0311384 | val_loss: 0.0311696 | Time: 5672.75 ms [2021-01-20 00:15:23 main:574] : INFO : Epoch 1999 | loss: 0.0311408 | val_loss: 0.0311623 | Time: 5711.36 ms [2021-01-20 00:15:29 main:574] : INFO : Epoch 2000 | loss: 0.03114 | val_loss: 0.031158 | Time: 5680.89 ms [2021-01-20 00:15:35 main:574] : INFO : Epoch 2001 | loss: 0.0311371 | val_loss: 0.0311678 | Time: 5689.14 ms [2021-01-20 00:15:40 main:574] : INFO : Epoch 2002 | loss: 0.0311362 | val_loss: 0.0311664 | Time: 5722.95 ms [2021-01-20 00:15:46 main:574] : INFO : Epoch 2003 | loss: 0.031139 | val_loss: 0.0311652 | Time: 5667.56 ms [2021-01-20 00:15:52 main:574] : INFO : Epoch 2004 | loss: 0.0311322 | val_loss: 0.0311664 | Time: 5727.88 ms [2021-01-20 00:15:58 main:574] : INFO : Epoch 2005 | loss: 0.0311332 | val_loss: 0.0311707 | Time: 5664.17 ms [2021-01-20 00:16:04 main:574] : INFO : Epoch 2006 | loss: 0.0311369 | val_loss: 0.0311634 | Time: 5671.45 ms [2021-01-20 00:16:09 main:574] : INFO : Epoch 2007 | loss: 0.0311441 | val_loss: 0.0311657 | Time: 5766.56 ms [2021-01-20 00:16:15 main:574] : INFO : Epoch 2008 | loss: 0.031149 | val_loss: 0.0311597 | Time: 5662.25 ms [2021-01-20 00:16:21 main:574] : INFO : Epoch 2009 | loss: 0.0311474 | val_loss: 0.0311579 | Time: 5722.08 ms [2021-01-20 00:16:27 main:574] : INFO : Epoch 2010 | loss: 0.0311438 | val_loss: 0.0311605 | Time: 5721.81 ms [2021-01-20 00:16:33 main:574] : INFO : Epoch 2011 | loss: 0.0311437 | val_loss: 0.0311589 | Time: 5722.97 ms [2021-01-20 00:16:38 main:574] : INFO : Epoch 2012 | loss: 0.0311477 | val_loss: 0.0311627 | Time: 5664.84 ms [2021-01-20 00:16:44 main:574] : INFO : Epoch 2013 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 5688.27 ms [2021-01-20 00:16:50 main:574] : INFO : Epoch 2014 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 5719.25 ms [2021-01-20 00:16:56 main:574] : INFO : Epoch 2015 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 5684.25 ms [2021-01-20 00:17:01 main:574] : INFO : Epoch 2016 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 5667.5 ms [2021-01-20 00:17:07 main:574] : INFO : Epoch 2017 | loss: 0.0311476 | val_loss: 0.0311618 | Time: 5692.72 ms [2021-01-20 00:17:13 main:574] : INFO : Epoch 2018 | loss: 0.0311458 | val_loss: 0.0311682 | Time: 5664.69 ms [2021-01-20 00:17:19 main:574] : INFO : Epoch 2019 | loss: 0.0311462 | val_loss: 0.031168 | Time: 5760.87 ms [2021-01-20 00:17:24 main:574] : INFO : Epoch 2020 | loss: 0.0311451 | val_loss: 0.0311621 | Time: 5733.18 ms [2021-01-20 00:17:30 main:574] : INFO : Epoch 2021 | loss: 0.0311436 | val_loss: 0.0311578 | Time: 5753.68 ms [2021-01-20 00:17:36 main:574] : INFO : Epoch 2022 | loss: 0.0311473 | val_loss: 0.0311608 | Time: 5680.21 ms [2021-01-20 00:17:42 main:574] : INFO : Epoch 2023 | loss: 0.0311505 | val_loss: 0.0311612 | Time: 5688 ms [2021-01-20 00:17:48 main:574] : INFO : Epoch 2024 | loss: 0.0311491 | val_loss: 0.0311629 | Time: 5715.78 ms [2021-01-20 00:17:53 main:574] : INFO : Epoch 2025 | loss: 0.031145 | val_loss: 0.0311601 | Time: 5678.04 ms [2021-01-20 00:17:59 main:574] : INFO : Epoch 2026 | loss: 0.0311418 | val_loss: 0.0311625 | Time: 5690.28 ms [2021-01-20 00:18:05 main:574] : INFO : Epoch 2027 | loss: 0.0311371 | val_loss: 0.0311603 | Time: 5684.14 ms [2021-01-20 00:18:11 main:574] : INFO : Epoch 2028 | loss: 0.0311383 | val_loss: 0.0311592 | Time: 5650.9 ms [2021-01-20 00:18:16 main:574] : INFO : Epoch 2029 | loss: 0.0311378 | val_loss: 0.0311661 | Time: 5713.85 ms [2021-01-20 00:18:22 main:574] : INFO : Epoch 2030 | loss: 0.0311381 | val_loss: 0.0311612 | Time: 5656.41 ms [2021-01-20 00:18:28 main:574] : INFO : Epoch 2031 | loss: 0.0311373 | val_loss: 0.0311576 | Time: 5708.84 ms [2021-01-20 00:18:34 main:574] : INFO : Epoch 2032 | loss: 0.0311345 | val_loss: 0.0311609 | Time: 5727.94 ms [2021-01-20 00:18:40 main:574] : INFO : Epoch 2033 | loss: 0.0311341 | val_loss: 0.031166 | Time: 5777.61 ms [2021-01-20 00:18:45 main:574] : INFO : Epoch 2034 | loss: 0.0311359 | val_loss: 0.0311607 | Time: 5687.71 ms [2021-01-20 00:18:51 main:574] : INFO : Epoch 2035 | loss: 0.0311388 | val_loss: 0.0311648 | Time: 5655.59 ms [2021-01-20 00:18:57 main:574] : INFO : Epoch 2036 | loss: 0.031141 | val_loss: 0.0311639 | Time: 5699.85 ms [2021-01-20 00:19:03 main:574] : INFO : Epoch 2037 | loss: 0.0311358 | val_loss: 0.0311622 | Time: 5663.56 ms [2021-01-20 00:19:08 main:574] : INFO : Epoch 2038 | loss: 0.0311367 | val_loss: 0.0311589 | Time: 5697.54 ms [2021-01-20 00:19:14 main:574] : INFO : Epoch 2039 | loss: 0.0311357 | val_loss: 0.0311587 | Time: 5767.84 ms [2021-01-20 00:19:20 main:574] : INFO : Epoch 2040 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 5724.8 ms [2021-01-20 00:19:26 main:574] : INFO : Epoch 2041 | loss: 0.0311363 | val_loss: 0.0311597 | Time: 5658.62 ms [2021-01-20 00:19:32 main:574] : INFO : Epoch 2042 | loss: 0.0311428 | val_loss: 0.0311678 | Time: 5803.74 ms [2021-01-20 00:19:37 main:574] : INFO : Epoch 2043 | loss: 0.0311512 | val_loss: 0.0311652 | Time: 5674.88 ms [2021-01-20 00:19:43 main:574] : INFO : Epoch 2044 | loss: 0.031151 | val_loss: 0.0311667 | Time: 5702.95 ms [2021-01-20 00:19:49 main:574] : INFO : Epoch 2045 | loss: 0.0311464 | val_loss: 0.0311661 | Time: 5711.71 ms [2021-01-20 00:19:55 main:574] : INFO : Epoch 2046 | loss: 0.031147 | val_loss: 0.0311679 | Time: 5662.82 ms [2021-01-20 00:20:01 main:574] : INFO : Epoch 2047 | loss: 0.0311453 | val_loss: 0.0311629 | Time: 5733.59 ms [2021-01-20 00:20:06 main:574] : INFO : Epoch 2048 | loss: 0.0311484 | val_loss: 0.0311628 | Time: 5658.44 ms [2021-01-20 00:20:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311628 [2021-01-20 00:20:06 main:603] : INFO : Saving end state to config to file [2021-01-20 00:20:06 main:608] : INFO : Success, exiting.. 00:20:06 (7676): 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)