Task 4117983
| Name | ParityMachine-1612383056-17180-3_0 |
| Workunit | 2231590 |
| Created | 19 Feb 2021, 6:02:34 UTC |
| Sent | 1 Mar 2021, 6:41:31 UTC |
| Report deadline | 8 Mar 2021, 6:41:31 UTC |
| Received | 1 Mar 2021, 8:28:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 45 min 31 sec |
| CPU time | 1 hours 43 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311651 | val_loss: 0.03119 | Time: 3061.15 ms [2021-03-01 09:02:48 main:574] : INFO : Epoch 1543 | loss: 0.0311666 | val_loss: 0.031193 | Time: 3065.76 ms [2021-03-01 09:02:52 main:574] : INFO : Epoch 1544 | loss: 0.0311656 | val_loss: 0.0311915 | Time: 3063.52 ms [2021-03-01 09:02:55 main:574] : INFO : Epoch 1545 | loss: 0.0311672 | val_loss: 0.0311924 | Time: 3049.34 ms [2021-03-01 09:02:58 main:574] : INFO : Epoch 1546 | loss: 0.0311665 | val_loss: 0.0311919 | Time: 3053.73 ms [2021-03-01 09:03:01 main:574] : INFO : Epoch 1547 | loss: 0.0311632 | val_loss: 0.0311902 | Time: 3066.55 ms [2021-03-01 09:03:04 main:574] : INFO : Epoch 1548 | loss: 0.0311636 | val_loss: 0.0311885 | Time: 3057.76 ms [2021-03-01 09:03:07 main:574] : INFO : Epoch 1549 | loss: 0.0311646 | val_loss: 0.0312001 | Time: 3056.53 ms [2021-03-01 09:03:10 main:574] : INFO : Epoch 1550 | loss: 0.0311676 | val_loss: 0.0311891 | Time: 3050.03 ms [2021-03-01 09:03:13 main:574] : INFO : Epoch 1551 | loss: 0.0311665 | val_loss: 0.0311957 | Time: 3051.05 ms [2021-03-01 09:03:16 main:574] : INFO : Epoch 1552 | loss: 0.0311666 | val_loss: 0.0311895 | Time: 3065.65 ms [2021-03-01 09:03:19 main:574] : INFO : Epoch 1553 | loss: 0.0311659 | val_loss: 0.0311906 | Time: 3051.32 ms [2021-03-01 09:03:22 main:574] : INFO : Epoch 1554 | loss: 0.0311658 | val_loss: 0.03119 | Time: 3048.15 ms [2021-03-01 09:03:26 main:574] : INFO : Epoch 1555 | loss: 0.031168 | val_loss: 0.0311912 | Time: 3063.02 ms [2021-03-01 09:03:29 main:574] : INFO : Epoch 1556 | loss: 0.0311692 | val_loss: 0.0311921 | Time: 3049.86 ms [2021-03-01 09:03:32 main:574] : INFO : Epoch 1557 | loss: 0.0311686 | val_loss: 0.031199 | Time: 3044.7 ms [2021-03-01 09:03:35 main:574] : INFO : Epoch 1558 | loss: 0.0311707 | val_loss: 0.0311925 | Time: 3058.02 ms [2021-03-01 09:03:38 main:574] : INFO : Epoch 1559 | loss: 0.0311674 | val_loss: 0.0311883 | Time: 3045.83 ms [2021-03-01 09:03:41 main:574] : INFO : Epoch 1560 | loss: 0.0311674 | val_loss: 0.0311882 | Time: 3068.39 ms [2021-03-01 09:03:44 main:574] : INFO : Epoch 1561 | loss: 0.0311658 | val_loss: 0.0311891 | Time: 3059.82 ms [2021-03-01 09:03:47 main:574] : INFO : Epoch 1562 | loss: 0.0311655 | val_loss: 0.0311876 | Time: 3048.35 ms [2021-03-01 09:03:50 main:574] : INFO : Epoch 1563 | loss: 0.0311652 | val_loss: 0.0311941 | Time: 3054.78 ms [2021-03-01 09:03:53 main:574] : INFO : Epoch 1564 | loss: 0.0311678 | val_loss: 0.0311885 | Time: 3058.76 ms [2021-03-01 09:03:56 main:574] : INFO : Epoch 1565 | loss: 0.0311679 | val_loss: 0.0311895 | Time: 3054.55 ms [2021-03-01 09:03:59 main:574] : INFO : Epoch 1566 | loss: 0.0311689 | val_loss: 0.0311985 | Time: 3063.06 ms [2021-03-01 09:04:03 main:574] : INFO : Epoch 1567 | loss: 0.0311682 | val_loss: 0.0311877 | Time: 3071 ms [2021-03-01 09:04:06 main:574] : INFO : Epoch 1568 | loss: 0.0311667 | val_loss: 0.0311867 | Time: 3062.94 ms [2021-03-01 09:04:09 main:574] : INFO : Epoch 1569 | loss: 0.0311659 | val_loss: 0.0311897 | Time: 3062.86 ms [2021-03-01 09:04:12 main:574] : INFO : Epoch 1570 | loss: 0.0311676 | val_loss: 0.0311867 | Time: 3055.78 ms [2021-03-01 09:04:15 main:574] : INFO : Epoch 1571 | loss: 0.0311671 | val_loss: 0.0311858 | Time: 3043.33 ms [2021-03-01 09:04:18 main:574] : INFO : Epoch 1572 | loss: 0.0311658 | val_loss: 0.0311874 | Time: 3062.74 ms [2021-03-01 09:04:21 main:574] : INFO : Epoch 1573 | loss: 0.0311649 | val_loss: 0.0311856 | Time: 3046.48 ms [2021-03-01 09:04:24 main:574] : INFO : Epoch 1574 | loss: 0.0311642 | val_loss: 0.0311914 | Time: 3082.73 ms [2021-03-01 09:04:27 main:574] : INFO : Epoch 1575 | loss: 0.0311651 | val_loss: 0.031185 | Time: 3082.22 ms [2021-03-01 09:04:30 main:574] : INFO : Epoch 1576 | loss: 0.0311653 | val_loss: 0.0311924 | Time: 3061.37 ms [2021-03-01 09:04:34 main:574] : INFO : Epoch 1577 | loss: 0.0311679 | val_loss: 0.0311904 | Time: 3067.33 ms [2021-03-01 09:04:37 main:574] : INFO : Epoch 1578 | loss: 0.0311657 | val_loss: 0.0311922 | Time: 3062.97 ms [2021-03-01 09:04:40 main:574] : INFO : Epoch 1579 | loss: 0.0311698 | val_loss: 0.0311875 | Time: 3055.22 ms [2021-03-01 09:04:43 main:574] : INFO : Epoch 1580 | loss: 0.0311695 | val_loss: 0.0311872 | Time: 3049.88 ms [2021-03-01 09:04:46 main:574] : INFO : Epoch 1581 | loss: 0.0311694 | val_loss: 0.0312025 | Time: 3050.44 ms [2021-03-01 09:04:49 main:574] : INFO : Epoch 1582 | loss: 0.0311697 | val_loss: 0.0311874 | Time: 3036.62 ms [2021-03-01 09:04:52 main:574] : INFO : Epoch 1583 | loss: 0.0311647 | val_loss: 0.0311918 | Time: 3062.06 ms [2021-03-01 09:04:55 main:574] : INFO : Epoch 1584 | loss: 0.0311646 | val_loss: 0.0311902 | Time: 3059.01 ms [2021-03-01 09:04:58 main:574] : INFO : Epoch 1585 | loss: 0.0311647 | val_loss: 0.0311875 | Time: 3058.16 ms [2021-03-01 09:05:01 main:574] : INFO : Epoch 1586 | loss: 0.0311671 | val_loss: 0.0311912 | Time: 3058.59 ms [2021-03-01 09:05:04 main:574] : INFO : Epoch 1587 | loss: 0.0311642 | val_loss: 0.0311898 | Time: 3058.07 ms [2021-03-01 09:05:07 main:574] : INFO : Epoch 1588 | loss: 0.0311641 | val_loss: 0.0311915 | Time: 3050.78 ms [2021-03-01 09:05:10 main:574] : INFO : Epoch 1589 | loss: 0.0311631 | val_loss: 0.03119 | Time: 3075.72 ms [2021-03-01 09:05:14 main:574] : INFO : Epoch 1590 | loss: 0.0311637 | val_loss: 0.0311904 | Time: 3065.79 ms [2021-03-01 09:05:17 main:574] : INFO : Epoch 1591 | loss: 0.0311636 | val_loss: 0.0311879 | Time: 3054.96 ms [2021-03-01 09:05:20 main:574] : INFO : Epoch 1592 | loss: 0.0311643 | val_loss: 0.031191 | Time: 3050.94 ms [2021-03-01 09:05:23 main:574] : INFO : Epoch 1593 | loss: 0.0311653 | val_loss: 0.0311868 | Time: 3052.23 ms [2021-03-01 09:05:26 main:574] : INFO : Epoch 1594 | loss: 0.0311693 | val_loss: 0.0311896 | Time: 3039.33 ms [2021-03-01 09:05:29 main:574] : INFO : Epoch 1595 | loss: 0.0311673 | val_loss: 0.0311885 | Time: 3075.46 ms [2021-03-01 09:05:32 main:574] : INFO : Epoch 1596 | loss: 0.0311662 | val_loss: 0.0311906 | Time: 3039.8 ms [2021-03-01 09:05:35 main:574] : INFO : Epoch 1597 | loss: 0.0311663 | val_loss: 0.0311893 | Time: 3059.49 ms [2021-03-01 09:05:38 main:574] : INFO : Epoch 1598 | loss: 0.0311645 | val_loss: 0.0311879 | Time: 3057.09 ms [2021-03-01 09:05:41 main:574] : INFO : Epoch 1599 | loss: 0.0311636 | val_loss: 0.0311878 | Time: 3053.93 ms [2021-03-01 09:05:44 main:574] : INFO : Epoch 1600 | loss: 0.0311626 | val_loss: 0.0311939 | Time: 3049.91 ms [2021-03-01 09:05:47 main:574] : INFO : Epoch 1601 | loss: 0.0311701 | val_loss: 0.0311887 | Time: 3052.9 ms [2021-03-01 09:05:51 main:574] : INFO : Epoch 1602 | loss: 0.0311711 | val_loss: 0.0311863 | Time: 3051.43 ms [2021-03-01 09:05:54 main:574] : INFO : Epoch 1603 | loss: 0.0311678 | val_loss: 0.031187 | Time: 3050.28 ms [2021-03-01 09:05:57 main:574] : INFO : Epoch 1604 | loss: 0.031168 | val_loss: 0.0311909 | Time: 3052.07 ms [2021-03-01 09:06:00 main:574] : INFO : Epoch 1605 | loss: 0.0311659 | val_loss: 0.0311889 | Time: 3056.83 ms [2021-03-01 09:06:03 main:574] : INFO : Epoch 1606 | loss: 0.0311661 | val_loss: 0.0311951 | Time: 3058.84 ms [2021-03-01 09:06:06 main:574] : INFO : Epoch 1607 | loss: 0.0311658 | val_loss: 0.0311903 | Time: 3066.27 ms [2021-03-01 09:06:09 main:574] : INFO : Epoch 1608 | loss: 0.0311694 | val_loss: 0.0311877 | Time: 3048.08 ms [2021-03-01 09:06:12 main:574] : INFO : Epoch 1609 | loss: 0.0311695 | val_loss: 0.0311891 | Time: 3053.51 ms [2021-03-01 09:06:15 main:574] : INFO : Epoch 1610 | loss: 0.031169 | val_loss: 0.0311891 | Time: 3037.93 ms [2021-03-01 09:06:18 main:574] : INFO : Epoch 1611 | loss: 0.0311691 | val_loss: 0.0311889 | Time: 3057.61 ms [2021-03-01 09:06:21 main:574] : INFO : Epoch 1612 | loss: 0.0311691 | val_loss: 0.0311909 | Time: 3046.02 ms [2021-03-01 09:06:24 main:574] : INFO : Epoch 1613 | loss: 0.0311698 | val_loss: 0.0311914 | Time: 3056.85 ms [2021-03-01 09:06:28 main:574] : INFO : Epoch 1614 | loss: 0.0311754 | val_loss: 0.0311895 | Time: 3070.86 ms [2021-03-01 09:06:31 main:574] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.0311886 | Time: 3054.93 ms [2021-03-01 09:06:34 main:574] : INFO : Epoch 1616 | loss: 0.0311673 | val_loss: 0.0311909 | Time: 3072.4 ms [2021-03-01 09:06:37 main:574] : INFO : Epoch 1617 | loss: 0.0311663 | val_loss: 0.0311904 | Time: 3042.11 ms [2021-03-01 09:06:40 main:574] : INFO : Epoch 1618 | loss: 0.0311658 | val_loss: 0.0311926 | Time: 3062.41 ms [2021-03-01 09:06:43 main:574] : INFO : Epoch 1619 | loss: 0.031178 | val_loss: 0.0311921 | Time: 3078.25 ms [2021-03-01 09:06:46 main:574] : INFO : Epoch 1620 | loss: 0.0311753 | val_loss: 0.0311928 | Time: 3068.89 ms [2021-03-01 09:06:49 main:574] : INFO : Epoch 1621 | loss: 0.031174 | val_loss: 0.031193 | Time: 3059.41 ms [2021-03-01 09:06:52 main:574] : INFO : Epoch 1622 | loss: 0.0311739 | val_loss: 0.031195 | Time: 3052.37 ms [2021-03-01 09:06:55 main:574] : INFO : Epoch 1623 | loss: 0.0311709 | val_loss: 0.0311916 | Time: 3056.69 ms [2021-03-01 09:06:58 main:574] : INFO : Epoch 1624 | loss: 0.0311727 | val_loss: 0.0311917 | Time: 3043.83 ms [2021-03-01 09:07:02 main:574] : INFO : Epoch 1625 | loss: 0.031169 | val_loss: 0.0311896 | Time: 3065.34 ms [2021-03-01 09:07:05 main:574] : INFO : Epoch 1626 | loss: 0.0311712 | val_loss: 0.0311929 | Time: 3051.41 ms [2021-03-01 09:07:08 main:574] : INFO : Epoch 1627 | loss: 0.0311678 | val_loss: 0.0311941 | Time: 3048.29 ms [2021-03-01 09:07:11 main:574] : INFO : Epoch 1628 | loss: 0.0311703 | val_loss: 0.0311887 | Time: 3059.91 ms [2021-03-01 09:07:14 main:574] : INFO : Epoch 1629 | loss: 0.0311698 | val_loss: 0.0312002 | Time: 3057.14 ms [2021-03-01 09:07:17 main:574] : INFO : Epoch 1630 | loss: 0.0311726 | val_loss: 0.0311915 | Time: 3062.38 ms [2021-03-01 09:07:20 main:574] : INFO : Epoch 1631 | loss: 0.0311721 | val_loss: 0.0311911 | Time: 3054.84 ms [2021-03-01 09:07:23 main:574] : INFO : Epoch 1632 | loss: 0.0311725 | val_loss: 0.0311923 | Time: 3064.67 ms [2021-03-01 09:07:26 main:574] : INFO : Epoch 1633 | loss: 0.0311741 | val_loss: 0.0311915 | Time: 3049.23 ms [2021-03-01 09:07:29 main:574] : INFO : Epoch 1634 | loss: 0.0311719 | val_loss: 0.0311911 | Time: 3068.46 ms [2021-03-01 09:07:32 main:574] : INFO : Epoch 1635 | loss: 0.0311742 | val_loss: 0.0311896 | Time: 3055.81 ms [2021-03-01 09:07:35 main:574] : INFO : Epoch 1636 | loss: 0.0311703 | val_loss: 0.0311895 | Time: 3059.14 ms [2021-03-01 09:07:39 main:574] : INFO : Epoch 1637 | loss: 0.0311711 | val_loss: 0.0311906 | Time: 3066.36 ms [2021-03-01 09:07:42 main:574] : INFO : Epoch 1638 | loss: 0.0311686 | val_loss: 0.0311885 | Time: 3046.41 ms [2021-03-01 09:07:45 main:574] : INFO : Epoch 1639 | loss: 0.0311687 | val_loss: 0.0311876 | Time: 3063.4 ms [2021-03-01 09:07:48 main:574] : INFO : Epoch 1640 | loss: 0.0311684 | val_loss: 0.0311892 | Time: 3050.95 ms [2021-03-01 09:07:51 main:574] : INFO : Epoch 1641 | loss: 0.0311697 | val_loss: 0.0311883 | Time: 3048.74 ms [2021-03-01 09:07:54 main:574] : INFO : Epoch 1642 | loss: 0.0311697 | val_loss: 0.0311907 | Time: 3062.78 ms [2021-03-01 09:07:57 main:574] : INFO : Epoch 1643 | loss: 0.031169 | val_loss: 0.0311894 | Time: 3058.81 ms [2021-03-01 09:08:00 main:574] : INFO : Epoch 1644 | loss: 0.0311697 | val_loss: 0.0311901 | Time: 3050.61 ms [2021-03-01 09:08:03 main:574] : INFO : Epoch 1645 | loss: 0.0311682 | val_loss: 0.0311908 | Time: 3064.23 ms [2021-03-01 09:08:06 main:574] : INFO : Epoch 1646 | loss: 0.031168 | val_loss: 0.0311954 | Time: 3066.25 ms [2021-03-01 09:08:09 main:574] : INFO : Epoch 1647 | loss: 0.0311742 | val_loss: 0.0311906 | Time: 3056.32 ms [2021-03-01 09:08:13 main:574] : INFO : Epoch 1648 | loss: 0.0311683 | val_loss: 0.0311909 | Time: 3055.22 ms [2021-03-01 09:08:16 main:574] : INFO : Epoch 1649 | loss: 0.0311685 | val_loss: 0.0311917 | Time: 3048.87 ms [2021-03-01 09:08:19 main:574] : INFO : Epoch 1650 | loss: 0.0311684 | val_loss: 0.0311923 | Time: 3039.43 ms [2021-03-01 09:08:22 main:574] : INFO : Epoch 1651 | loss: 0.0311678 | val_loss: 0.0311926 | Time: 3060.27 ms [2021-03-01 09:08:25 main:574] : INFO : Epoch 1652 | loss: 0.0311682 | val_loss: 0.0311969 | Time: 3050.03 ms [2021-03-01 09:08:28 main:574] : INFO : Epoch 1653 | loss: 0.0311667 | val_loss: 0.0311904 | Time: 3048.38 ms [2021-03-01 09:08:31 main:574] : INFO : Epoch 1654 | loss: 0.0311663 | val_loss: 0.0311903 | Time: 3070.02 ms [2021-03-01 09:08:34 main:574] : INFO : Epoch 1655 | loss: 0.0311651 | val_loss: 0.0311908 | Time: 3058.89 ms [2021-03-01 09:08:37 main:574] : INFO : Epoch 1656 | loss: 0.0311659 | val_loss: 0.0311937 | Time: 3079.47 ms [2021-03-01 09:08:40 main:574] : INFO : Epoch 1657 | loss: 0.0311674 | val_loss: 0.0311916 | Time: 3058.39 ms [2021-03-01 09:08:43 main:574] : INFO : Epoch 1658 | loss: 0.0311654 | val_loss: 0.03119 | Time: 3060 ms [2021-03-01 09:08:47 main:574] : INFO : Epoch 1659 | loss: 0.0311662 | val_loss: 0.0311957 | Time: 3042.07 ms [2021-03-01 09:08:50 main:574] : INFO : Epoch 1660 | loss: 0.0311683 | val_loss: 0.0311956 | Time: 3072.62 ms [2021-03-01 09:08:53 main:574] : INFO : Epoch 1661 | loss: 0.0311645 | val_loss: 0.03119 | Time: 3047.98 ms [2021-03-01 09:08:56 main:574] : INFO : Epoch 1662 | loss: 0.0311817 | val_loss: 0.0311922 | Time: 3054.69 ms [2021-03-01 09:08:59 main:574] : INFO : Epoch 1663 | loss: 0.0311846 | val_loss: 0.0311907 | Time: 3066.06 ms [2021-03-01 09:09:02 main:574] : INFO : Epoch 1664 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 3060.69 ms [2021-03-01 09:09:05 main:574] : INFO : Epoch 1665 | loss: 0.0311832 | val_loss: 0.03119 | Time: 3063.56 ms [2021-03-01 09:09:08 main:574] : INFO : Epoch 1666 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 3053.02 ms [2021-03-01 09:09:11 main:574] : INFO : Epoch 1667 | loss: 0.0311826 | val_loss: 0.0311893 | Time: 3050.65 ms [2021-03-01 09:09:14 main:574] : INFO : Epoch 1668 | loss: 0.0311852 | val_loss: 0.0311873 | Time: 3051.41 ms [2021-03-01 09:09:17 main:574] : INFO : Epoch 1669 | loss: 0.0311793 | val_loss: 0.0311868 | Time: 3058.37 ms [2021-03-01 09:09:20 main:574] : INFO : Epoch 1670 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 3061.3 ms [2021-03-01 09:09:24 main:574] : INFO : Epoch 1671 | loss: 0.0311788 | val_loss: 0.0311907 | Time: 3053.06 ms [2021-03-01 09:09:27 main:574] : INFO : Epoch 1672 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 3058.23 ms [2021-03-01 09:09:30 main:574] : INFO : Epoch 1673 | loss: 0.0311764 | val_loss: 0.0311852 | Time: 3043.45 ms [2021-03-01 09:09:33 main:574] : INFO : Epoch 1674 | loss: 0.0311759 | val_loss: 0.0311881 | Time: 3076.05 ms [2021-03-01 09:09:36 main:574] : INFO : Epoch 1675 | loss: 0.0311767 | val_loss: 0.0311912 | Time: 3060.16 ms [2021-03-01 09:09:39 main:574] : INFO : Epoch 1676 | loss: 0.0311769 | val_loss: 0.0311878 | Time: 3049.55 ms [2021-03-01 09:09:42 main:574] : INFO : Epoch 1677 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 3062.15 ms [2021-03-01 09:09:45 main:574] : INFO : Epoch 1678 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 3056.46 ms [2021-03-01 09:09:48 main:574] : INFO : Epoch 1679 | loss: 0.0311749 | val_loss: 0.0311839 | Time: 3059.93 ms [2021-03-01 09:09:51 main:574] : INFO : Epoch 1680 | loss: 0.0311747 | val_loss: 0.0311841 | Time: 3055.48 ms [2021-03-01 09:09:54 main:574] : INFO : Epoch 1681 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 3061.61 ms [2021-03-01 09:09:57 main:574] : INFO : Epoch 1682 | loss: 0.0311727 | val_loss: 0.0311843 | Time: 3060.97 ms [2021-03-01 09:10:01 main:574] : INFO : Epoch 1683 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 3064.42 ms [2021-03-01 09:10:04 main:574] : INFO : Epoch 1684 | loss: 0.0311736 | val_loss: 0.031184 | Time: 3059.6 ms [2021-03-01 09:10:07 main:574] : INFO : Epoch 1685 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 3083.14 ms [2021-03-01 09:10:10 main:574] : INFO : Epoch 1686 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 3061.94 ms [2021-03-01 09:10:13 main:574] : INFO : Epoch 1687 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 3071.43 ms [2021-03-01 09:10:16 main:574] : INFO : Epoch 1688 | loss: 0.0311736 | val_loss: 0.0311841 | Time: 3049.65 ms [2021-03-01 09:10:19 main:574] : INFO : Epoch 1689 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 3069.11 ms [2021-03-01 09:10:22 main:574] : INFO : Epoch 1690 | loss: 0.0311712 | val_loss: 0.0311843 | Time: 3050.05 ms [2021-03-01 09:10:25 main:574] : INFO : Epoch 1691 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 3065.18 ms [2021-03-01 09:10:28 main:574] : INFO : Epoch 1692 | loss: 0.0311727 | val_loss: 0.0311847 | Time: 3053.78 ms [2021-03-01 09:10:31 main:574] : INFO : Epoch 1693 | loss: 0.031172 | val_loss: 0.0311882 | Time: 3070.21 ms [2021-03-01 09:10:35 main:574] : INFO : Epoch 1694 | loss: 0.0311721 | val_loss: 0.0311859 | Time: 3031.54 ms [2021-03-01 09:10:38 main:574] : INFO : Epoch 1695 | loss: 0.0311725 | val_loss: 0.0311849 | Time: 3050.57 ms [2021-03-01 09:10:41 main:574] : INFO : Epoch 1696 | loss: 0.0311738 | val_loss: 0.03119 | Time: 3071.44 ms [2021-03-01 09:10:44 main:574] : INFO : Epoch 1697 | loss: 0.0311722 | val_loss: 0.031189 | Time: 3052.96 ms [2021-03-01 09:10:47 main:574] : INFO : Epoch 1698 | loss: 0.0311717 | val_loss: 0.0311865 | Time: 3058.56 ms [2021-03-01 09:10:50 main:574] : INFO : Epoch 1699 | loss: 0.0311712 | val_loss: 0.0311853 | Time: 3054.58 ms [2021-03-01 09:10:53 main:574] : INFO : Epoch 1700 | loss: 0.0311711 | val_loss: 0.0311852 | Time: 3066.96 ms [2021-03-01 09:10:56 main:574] : INFO : Epoch 1701 | loss: 0.0311705 | val_loss: 0.0311836 | Time: 3057.66 ms [2021-03-01 09:10:59 main:574] : INFO : Epoch 1702 | loss: 0.0311726 | val_loss: 0.0311888 | Time: 3055.35 ms [2021-03-01 09:11:02 main:574] : INFO : Epoch 1703 | loss: 0.0311726 | val_loss: 0.0311847 | Time: 3058.8 ms [2021-03-01 09:11:05 main:574] : INFO : Epoch 1704 | loss: 0.0311729 | val_loss: 0.0311852 | Time: 3053.07 ms [2021-03-01 09:11:09 main:574] : INFO : Epoch 1705 | loss: 0.0311757 | val_loss: 0.0311991 | Time: 3084.24 ms [2021-03-01 09:11:12 main:574] : INFO : Epoch 1706 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 3048.01 ms [2021-03-01 09:11:15 main:574] : INFO : Epoch 1707 | loss: 0.031174 | val_loss: 0.0311864 | Time: 3060.93 ms [2021-03-01 09:11:18 main:574] : INFO : Epoch 1708 | loss: 0.0311752 | val_loss: 0.0311874 | Time: 3061.19 ms [2021-03-01 09:11:21 main:574] : INFO : Epoch 1709 | loss: 0.0311766 | val_loss: 0.0311857 | Time: 3060.87 ms [2021-03-01 09:11:24 main:574] : INFO : Epoch 1710 | loss: 0.0311757 | val_loss: 0.0311875 | Time: 3064.51 ms [2021-03-01 09:11:27 main:574] : INFO : Epoch 1711 | loss: 0.0311734 | val_loss: 0.0311857 | Time: 3085.07 ms [2021-03-01 09:11:30 main:574] : INFO : Epoch 1712 | loss: 0.0311726 | val_loss: 0.0311869 | Time: 3048.45 ms [2021-03-01 09:11:33 main:574] : INFO : Epoch 1713 | loss: 0.0311735 | val_loss: 0.0311892 | Time: 3047.95 ms [2021-03-01 09:11:36 main:574] : INFO : Epoch 1714 | loss: 0.0311717 | val_loss: 0.031183 | Time: 3065.74 ms [2021-03-01 09:11:39 main:574] : INFO : Epoch 1715 | loss: 0.0311724 | val_loss: 0.0311891 | Time: 3042.34 ms [2021-03-01 09:11:43 main:574] : INFO : Epoch 1716 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 3068.21 ms [2021-03-01 09:11:46 main:574] : INFO : Epoch 1717 | loss: 0.0311709 | val_loss: 0.0311852 | Time: 3061.51 ms [2021-03-01 09:11:49 main:574] : INFO : Epoch 1718 | loss: 0.0311718 | val_loss: 0.031184 | Time: 3061.91 ms [2021-03-01 09:11:52 main:574] : INFO : Epoch 1719 | loss: 0.0311711 | val_loss: 0.0311866 | Time: 3067.17 ms [2021-03-01 09:11:55 main:574] : INFO : Epoch 1720 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 3060.89 ms [2021-03-01 09:11:58 main:574] : INFO : Epoch 1721 | loss: 0.0311701 | val_loss: 0.031184 | Time: 3049.17 ms [2021-03-01 09:12:01 main:574] : INFO : Epoch 1722 | loss: 0.0311684 | val_loss: 0.0311866 | Time: 3055.81 ms [2021-03-01 09:12:04 main:574] : INFO : Epoch 1723 | loss: 0.031169 | val_loss: 0.0311867 | Time: 3064.1 ms [2021-03-01 09:12:07 main:574] : INFO : Epoch 1724 | loss: 0.0311682 | val_loss: 0.0311862 | Time: 3047.84 ms [2021-03-01 09:12:10 main:574] : INFO : Epoch 1725 | loss: 0.0311691 | val_loss: 0.0311927 | Time: 3066.95 ms [2021-03-01 09:12:13 main:574] : INFO : Epoch 1726 | loss: 0.0311713 | val_loss: 0.0311868 | Time: 3056.73 ms [2021-03-01 09:12:16 main:574] : INFO : Epoch 1727 | loss: 0.0311716 | val_loss: 0.0311893 | Time: 3056.55 ms [2021-03-01 09:12:20 main:574] : INFO : Epoch 1728 | loss: 0.0311702 | val_loss: 0.0311856 | Time: 3053.89 ms [2021-03-01 09:12:23 main:574] : INFO : Epoch 1729 | loss: 0.0311689 | val_loss: 0.0311871 | Time: 3042.56 ms [2021-03-01 09:12:26 main:574] : INFO : Epoch 1730 | loss: 0.0311691 | val_loss: 0.0311902 | Time: 3053.11 ms [2021-03-01 09:12:29 main:574] : INFO : Epoch 1731 | loss: 0.031171 | val_loss: 0.0311849 | Time: 3073.05 ms [2021-03-01 09:12:32 main:574] : INFO : Epoch 1732 | loss: 0.0311708 | val_loss: 0.0311866 | Time: 3049.97 ms [2021-03-01 09:12:35 main:574] : INFO : Epoch 1733 | loss: 0.0311692 | val_loss: 0.0311877 | Time: 3048.39 ms [2021-03-01 09:12:38 main:574] : INFO : Epoch 1734 | loss: 0.0311683 | val_loss: 0.0311865 | Time: 3041.13 ms [2021-03-01 09:12:41 main:574] : INFO : Epoch 1735 | loss: 0.031175 | val_loss: 0.0311862 | Time: 3051.79 ms [2021-03-01 09:12:44 main:574] : INFO : Epoch 1736 | loss: 0.0311731 | val_loss: 0.031186 | Time: 3060.3 ms [2021-03-01 09:12:47 main:574] : INFO : Epoch 1737 | loss: 0.031172 | val_loss: 0.0311868 | Time: 3065.69 ms [2021-03-01 09:12:50 main:574] : INFO : Epoch 1738 | loss: 0.0311703 | val_loss: 0.0311892 | Time: 3061.43 ms [2021-03-01 09:12:53 main:574] : INFO : Epoch 1739 | loss: 0.0311725 | val_loss: 0.031183 | Time: 3055.22 ms [2021-03-01 09:12:57 main:574] : INFO : Epoch 1740 | loss: 0.0311723 | val_loss: 0.031184 | Time: 3046.41 ms [2021-03-01 09:13:00 main:574] : INFO : Epoch 1741 | loss: 0.0311726 | val_loss: 0.0311854 | Time: 3069.46 ms [2021-03-01 09:13:03 main:574] : INFO : Epoch 1742 | loss: 0.0311736 | val_loss: 0.0311939 | Time: 3060.52 ms [2021-03-01 09:13:06 main:574] : INFO : Epoch 1743 | loss: 0.0311702 | val_loss: 0.0311862 | Time: 3053.8 ms [2021-03-01 09:13:09 main:574] : INFO : Epoch 1744 | loss: 0.0311683 | val_loss: 0.0311856 | Time: 3050.99 ms [2021-03-01 09:13:12 main:574] : INFO : Epoch 1745 | loss: 0.0311702 | val_loss: 0.0311896 | Time: 3052.29 ms [2021-03-01 09:13:15 main:574] : INFO : Epoch 1746 | loss: 0.0311694 | val_loss: 0.0311866 | Time: 3064.56 ms [2021-03-01 09:13:18 main:574] : INFO : Epoch 1747 | loss: 0.0311685 | val_loss: 0.0311864 | Time: 3053.56 ms [2021-03-01 09:13:21 main:574] : INFO : Epoch 1748 | loss: 0.0311684 | val_loss: 0.0311868 | Time: 3039.43 ms [2021-03-01 09:13:24 main:574] : INFO : Epoch 1749 | loss: 0.0311687 | val_loss: 0.0311877 | Time: 3077.6 ms [2021-03-01 09:13:27 main:574] : INFO : Epoch 1750 | loss: 0.0311693 | val_loss: 0.0311845 | Time: 3058 ms [2021-03-01 09:13:31 main:574] : INFO : Epoch 1751 | loss: 0.0311682 | val_loss: 0.0311877 | Time: 3055.7 ms [2021-03-01 09:13:34 main:574] : INFO : Epoch 1752 | loss: 0.0311684 | val_loss: 0.0311856 | Time: 3060.35 ms [2021-03-01 09:13:37 main:574] : INFO : Epoch 1753 | loss: 0.0311718 | val_loss: 0.0311959 | Time: 3059.51 ms [2021-03-01 09:13:40 main:574] : INFO : Epoch 1754 | loss: 0.031169 | val_loss: 0.0311888 | Time: 3056.84 ms [2021-03-01 09:13:43 main:574] : INFO : Epoch 1755 | loss: 0.0311682 | val_loss: 0.0311872 | Time: 3052.86 ms [2021-03-01 09:13:46 main:574] : INFO : Epoch 1756 | loss: 0.0311667 | val_loss: 0.0311864 | Time: 3060.26 ms [2021-03-01 09:13:49 main:574] : INFO : Epoch 1757 | loss: 0.0311679 | val_loss: 0.0311859 | Time: 3053.54 ms [2021-03-01 09:13:52 main:574] : INFO : Epoch 1758 | loss: 0.0311676 | val_loss: 0.0311861 | Time: 3071.02 ms [2021-03-01 09:13:55 main:574] : INFO : Epoch 1759 | loss: 0.0311683 | val_loss: 0.0311881 | Time: 3067.64 ms [2021-03-01 09:13:58 main:574] : INFO : Epoch 1760 | loss: 0.0311668 | val_loss: 0.031185 | Time: 3053.08 ms [2021-03-01 09:14:01 main:574] : INFO : Epoch 1761 | loss: 0.0311662 | val_loss: 0.0311884 | Time: 3055.92 ms [2021-03-01 09:14:05 main:574] : INFO : Epoch 1762 | loss: 0.0311662 | val_loss: 0.0311839 | Time: 3058.35 ms [2021-03-01 09:14:08 main:574] : INFO : Epoch 1763 | loss: 0.0311676 | val_loss: 0.0311915 | Time: 3054.09 ms [2021-03-01 09:14:11 main:574] : INFO : Epoch 1764 | loss: 0.0311703 | val_loss: 0.0311868 | Time: 3051.65 ms [2021-03-01 09:14:14 main:574] : INFO : Epoch 1765 | loss: 0.0311702 | val_loss: 0.0311923 | Time: 3044.95 ms [2021-03-01 09:14:17 main:574] : INFO : Epoch 1766 | loss: 0.0311727 | val_loss: 0.0311897 | Time: 3052.44 ms [2021-03-01 09:14:20 main:574] : INFO : Epoch 1767 | loss: 0.0311714 | val_loss: 0.0311952 | Time: 3064.48 ms [2021-03-01 09:14:23 main:574] : INFO : Epoch 1768 | loss: 0.0311752 | val_loss: 0.0311928 | Time: 3066.86 ms [2021-03-01 09:14:26 main:574] : INFO : Epoch 1769 | loss: 0.0311747 | val_loss: 0.0311863 | Time: 3062.38 ms [2021-03-01 09:14:29 main:574] : INFO : Epoch 1770 | loss: 0.0311715 | val_loss: 0.0311864 | Time: 3066.5 ms [2021-03-01 09:14:32 main:574] : INFO : Epoch 1771 | loss: 0.0311709 | val_loss: 0.0311859 | Time: 3052.25 ms [2021-03-01 09:14:35 main:574] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311945 | Time: 3059.14 ms [2021-03-01 09:14:38 main:574] : INFO : Epoch 1773 | loss: 0.0311716 | val_loss: 0.0311943 | Time: 3062.38 ms [2021-03-01 09:14:42 main:574] : INFO : Epoch 1774 | loss: 0.0311708 | val_loss: 0.0311857 | Time: 3060.86 ms [2021-03-01 09:14:45 main:574] : INFO : Epoch 1775 | loss: 0.0311683 | val_loss: 0.0311881 | Time: 3053.69 ms [2021-03-01 09:14:48 main:574] : INFO : Epoch 1776 | loss: 0.0311692 | val_loss: 0.0311942 | Time: 3071.74 ms [2021-03-01 09:14:51 main:574] : INFO : Epoch 1777 | loss: 0.0311707 | val_loss: 0.0311885 | Time: 3079.02 ms [2021-03-01 09:14:54 main:574] : INFO : Epoch 1778 | loss: 0.0311676 | val_loss: 0.0311861 | Time: 3069.56 ms [2021-03-01 09:14:57 main:574] : INFO : Epoch 1779 | loss: 0.0311671 | val_loss: 0.0311861 | Time: 3055.39 ms [2021-03-01 09:15:00 main:574] : INFO : Epoch 1780 | loss: 0.031167 | val_loss: 0.0311873 | Time: 3066.43 ms [2021-03-01 09:15:03 main:574] : INFO : Epoch 1781 | loss: 0.0311676 | val_loss: 0.0311884 | Time: 3031.56 ms [2021-03-01 09:15:06 main:574] : INFO : Epoch 1782 | loss: 0.0311669 | val_loss: 0.0311885 | Time: 3056.88 ms [2021-03-01 09:15:09 main:574] : INFO : Epoch 1783 | loss: 0.0311708 | val_loss: 0.0311883 | Time: 3048.17 ms [2021-03-01 09:15:12 main:574] : INFO : Epoch 1784 | loss: 0.0311733 | val_loss: 0.0311872 | Time: 3058.26 ms [2021-03-01 09:15:15 main:574] : INFO : Epoch 1785 | loss: 0.0311717 | val_loss: 0.0311897 | Time: 3072.36 ms [2021-03-01 09:15:19 main:574] : INFO : Epoch 1786 | loss: 0.0311703 | val_loss: 0.0311873 | Time: 3060.46 ms [2021-03-01 09:15:22 main:574] : INFO : Epoch 1787 | loss: 0.0311688 | val_loss: 0.0311899 | Time: 3063.24 ms [2021-03-01 09:15:25 main:574] : INFO : Epoch 1788 | loss: 0.0311671 | val_loss: 0.0311874 | Time: 3069 ms [2021-03-01 09:15:28 main:574] : INFO : Epoch 1789 | loss: 0.0311656 | val_loss: 0.0311867 | Time: 3059.11 ms [2021-03-01 09:15:31 main:574] : INFO : Epoch 1790 | loss: 0.0311659 | val_loss: 0.0311905 | Time: 3060.64 ms [2021-03-01 09:15:34 main:574] : INFO : Epoch 1791 | loss: 0.0311658 | val_loss: 0.031186 | Time: 3049.99 ms [2021-03-01 09:15:37 main:574] : INFO : Epoch 1792 | loss: 0.0311662 | val_loss: 0.0311871 | Time: 3045.43 ms [2021-03-01 09:15:40 main:574] : INFO : Epoch 1793 | loss: 0.0311657 | val_loss: 0.031185 | Time: 3044.44 ms [2021-03-01 09:15:43 main:574] : INFO : Epoch 1794 | loss: 0.0311687 | val_loss: 0.0311902 | Time: 3060.68 ms [2021-03-01 09:15:46 main:574] : INFO : Epoch 1795 | loss: 0.0311667 | val_loss: 0.0311864 | Time: 3050.29 ms [2021-03-01 09:15:49 main:574] : INFO : Epoch 1796 | loss: 0.0311647 | val_loss: 0.031194 | Time: 3053.49 ms [2021-03-01 09:15:53 main:574] : INFO : Epoch 1797 | loss: 0.0311656 | val_loss: 0.0311864 | Time: 3063.97 ms [2021-03-01 09:15:56 main:574] : INFO : Epoch 1798 | loss: 0.0311667 | val_loss: 0.0311895 | Time: 3041.52 ms [2021-03-01 09:15:59 main:574] : INFO : Epoch 1799 | loss: 0.0311693 | val_loss: 0.0311887 | Time: 3069.69 ms [2021-03-01 09:16:02 main:574] : INFO : Epoch 1800 | loss: 0.031169 | val_loss: 0.0311856 | Time: 3076.24 ms [2021-03-01 09:16:05 main:574] : INFO : Epoch 1801 | loss: 0.031167 | val_loss: 0.0311851 | Time: 3063.52 ms [2021-03-01 09:16:08 main:574] : INFO : Epoch 1802 | loss: 0.0311661 | val_loss: 0.0311881 | Time: 3055.64 ms [2021-03-01 09:16:11 main:574] : INFO : Epoch 1803 | loss: 0.0311681 | val_loss: 0.0311854 | Time: 3050.04 ms [2021-03-01 09:16:14 main:574] : INFO : Epoch 1804 | loss: 0.031168 | val_loss: 0.0311828 | Time: 3047.29 ms [2021-03-01 09:16:17 main:574] : INFO : Epoch 1805 | loss: 0.0311657 | val_loss: 0.0311841 | Time: 3060.94 ms [2021-03-01 09:16:20 main:574] : INFO : Epoch 1806 | loss: 0.031166 | val_loss: 0.0311831 | Time: 3058.4 ms [2021-03-01 09:16:23 main:574] : INFO : Epoch 1807 | loss: 0.0311657 | val_loss: 0.0311852 | Time: 3057.41 ms [2021-03-01 09:16:26 main:574] : INFO : Epoch 1808 | loss: 0.0311662 | val_loss: 0.0311815 | Time: 3057.99 ms [2021-03-01 09:16:30 main:574] : INFO : Epoch 1809 | loss: 0.0311653 | val_loss: 0.0311824 | Time: 3055.27 ms [2021-03-01 09:16:33 main:574] : INFO : Epoch 1810 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 3047.89 ms [2021-03-01 09:16:36 main:574] : INFO : Epoch 1811 | loss: 0.0311653 | val_loss: 0.0311846 | Time: 3069.54 ms [2021-03-01 09:16:39 main:574] : INFO : Epoch 1812 | loss: 0.0311677 | val_loss: 0.0311865 | Time: 3040.07 ms [2021-03-01 09:16:42 main:574] : INFO : Epoch 1813 | loss: 0.0311648 | val_loss: 0.0311844 | Time: 3063.67 ms [2021-03-01 09:16:45 main:574] : INFO : Epoch 1814 | loss: 0.0311643 | val_loss: 0.0311828 | Time: 3061.1 ms [2021-03-01 09:16:48 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311856 | Time: 3057.33 ms [2021-03-01 09:16:51 main:574] : INFO : Epoch 1816 | loss: 0.0311658 | val_loss: 0.0311866 | Time: 3057.53 ms [2021-03-01 09:16:54 main:574] : INFO : Epoch 1817 | loss: 0.0311661 | val_loss: 0.0311821 | Time: 3061.56 ms [2021-03-01 09:16:57 main:574] : INFO : Epoch 1818 | loss: 0.0311656 | val_loss: 0.031188 | Time: 3054.75 ms [2021-03-01 09:17:00 main:574] : INFO : Epoch 1819 | loss: 0.0311652 | val_loss: 0.0311839 | Time: 3057.19 ms [2021-03-01 09:17:04 main:574] : INFO : Epoch 1820 | loss: 0.0311631 | val_loss: 0.0311846 | Time: 3058.1 ms [2021-03-01 09:17:07 main:574] : INFO : Epoch 1821 | loss: 0.0311646 | val_loss: 0.031183 | Time: 3065.35 ms [2021-03-01 09:17:10 main:574] : INFO : Epoch 1822 | loss: 0.0311633 | val_loss: 0.031186 | Time: 3057.89 ms [2021-03-01 09:17:13 main:574] : INFO : Epoch 1823 | loss: 0.0311652 | val_loss: 0.0311841 | Time: 3052.22 ms [2021-03-01 09:17:16 main:574] : INFO : Epoch 1824 | loss: 0.0311632 | val_loss: 0.031182 | Time: 3072.75 ms [2021-03-01 09:17:19 main:574] : INFO : Epoch 1825 | loss: 0.031163 | val_loss: 0.0311848 | Time: 3045.96 ms [2021-03-01 09:17:22 main:574] : INFO : Epoch 1826 | loss: 0.0311665 | val_loss: 0.0311848 | Time: 3057.01 ms [2021-03-01 09:17:25 main:574] : INFO : Epoch 1827 | loss: 0.0311636 | val_loss: 0.0311884 | Time: 3043.98 ms [2021-03-01 09:17:28 main:574] : INFO : Epoch 1828 | loss: 0.0311703 | val_loss: 0.0311871 | Time: 3055.13 ms [2021-03-01 09:17:31 main:574] : INFO : Epoch 1829 | loss: 0.0311661 | val_loss: 0.0311841 | Time: 3041.57 ms [2021-03-01 09:17:34 main:574] : INFO : Epoch 1830 | loss: 0.0311657 | val_loss: 0.0311831 | Time: 3056.34 ms [2021-03-01 09:17:37 main:574] : INFO : Epoch 1831 | loss: 0.0311653 | val_loss: 0.0311807 | Time: 3055.53 ms [2021-03-01 09:17:41 main:574] : INFO : Epoch 1832 | loss: 0.0311653 | val_loss: 0.0311846 | Time: 3048.77 ms [2021-03-01 09:17:44 main:574] : INFO : Epoch 1833 | loss: 0.0311656 | val_loss: 0.0311842 | Time: 3057.07 ms [2021-03-01 09:17:47 main:574] : INFO : Epoch 1834 | loss: 0.0311637 | val_loss: 0.0311825 | Time: 3059.52 ms [2021-03-01 09:17:50 main:574] : INFO : Epoch 1835 | loss: 0.0311653 | val_loss: 0.0311816 | Time: 3062.54 ms [2021-03-01 09:17:53 main:574] : INFO : Epoch 1836 | loss: 0.0311633 | val_loss: 0.0311825 | Time: 3060.56 ms [2021-03-01 09:17:56 main:574] : INFO : Epoch 1837 | loss: 0.0311637 | val_loss: 0.0311861 | Time: 3051.68 ms [2021-03-01 09:17:59 main:574] : INFO : Epoch 1838 | loss: 0.031165 | val_loss: 0.0311809 | Time: 3061.14 ms [2021-03-01 09:18:02 main:574] : INFO : Epoch 1839 | loss: 0.0311628 | val_loss: 0.0311818 | Time: 3049.62 ms [2021-03-01 09:18:05 main:574] : INFO : Epoch 1840 | loss: 0.0311619 | val_loss: 0.031181 | Time: 3045.96 ms [2021-03-01 09:18:08 main:574] : INFO : Epoch 1841 | loss: 0.0311618 | val_loss: 0.0311843 | Time: 3063.43 ms [2021-03-01 09:18:11 main:574] : INFO : Epoch 1842 | loss: 0.031163 | val_loss: 0.0311814 | Time: 3062.81 ms [2021-03-01 09:18:15 main:574] : INFO : Epoch 1843 | loss: 0.0311666 | val_loss: 0.0311857 | Time: 3063.4 ms [2021-03-01 09:18:18 main:574] : INFO : Epoch 1844 | loss: 0.0311711 | val_loss: 0.0311819 | Time: 3060.45 ms [2021-03-01 09:18:21 main:574] : INFO : Epoch 1845 | loss: 0.0311696 | val_loss: 0.0311882 | Time: 3069.49 ms [2021-03-01 09:18:24 main:574] : INFO : Epoch 1846 | loss: 0.031171 | val_loss: 0.0311905 | Time: 3049.57 ms [2021-03-01 09:18:27 main:574] : INFO : Epoch 1847 | loss: 0.0311697 | val_loss: 0.0311854 | Time: 3056.62 ms [2021-03-01 09:18:30 main:574] : INFO : Epoch 1848 | loss: 0.0311665 | val_loss: 0.0311935 | Time: 3049.05 ms [2021-03-01 09:18:33 main:574] : INFO : Epoch 1849 | loss: 0.0311665 | val_loss: 0.0311903 | Time: 3052.55 ms [2021-03-01 09:18:36 main:574] : INFO : Epoch 1850 | loss: 0.0311667 | val_loss: 0.0311822 | Time: 3053.94 ms [2021-03-01 09:18:39 main:574] : INFO : Epoch 1851 | loss: 0.0311655 | val_loss: 0.0311806 | Time: 3052.7 ms [2021-03-01 09:18:42 main:574] : INFO : Epoch 1852 | loss: 0.0311659 | val_loss: 0.0311806 | Time: 3060.37 ms [2021-03-01 09:18:45 main:574] : INFO : Epoch 1853 | loss: 0.0311658 | val_loss: 0.031184 | Time: 3056.05 ms [2021-03-01 09:18:48 main:574] : INFO : Epoch 1854 | loss: 0.0311651 | val_loss: 0.0311887 | Time: 3069.59 ms [2021-03-01 09:18:52 main:574] : INFO : Epoch 1855 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 3066.5 ms [2021-03-01 09:18:55 main:574] : INFO : Epoch 1856 | loss: 0.0311655 | val_loss: 0.0311897 | Time: 3065.57 ms [2021-03-01 09:18:58 main:574] : INFO : Epoch 1857 | loss: 0.0311682 | val_loss: 0.0311819 | Time: 3053.23 ms [2021-03-01 09:19:01 main:574] : INFO : Epoch 1858 | loss: 0.0311679 | val_loss: 0.0311805 | Time: 3046.43 ms [2021-03-01 09:19:04 main:574] : INFO : Epoch 1859 | loss: 0.0311664 | val_loss: 0.0311818 | Time: 3064.93 ms [2021-03-01 09:19:07 main:574] : INFO : Epoch 1860 | loss: 0.0311658 | val_loss: 0.0311863 | Time: 3064.46 ms [2021-03-01 09:19:10 main:574] : INFO : Epoch 1861 | loss: 0.0311675 | val_loss: 0.0311852 | Time: 3060.75 ms [2021-03-01 09:19:13 main:574] : INFO : Epoch 1862 | loss: 0.0311697 | val_loss: 0.0311835 | Time: 3047.69 ms [2021-03-01 09:19:16 main:574] : INFO : Epoch 1863 | loss: 0.0311681 | val_loss: 0.031186 | Time: 3064.52 ms [2021-03-01 09:19:19 main:574] : INFO : Epoch 1864 | loss: 0.0311688 | val_loss: 0.0311832 | Time: 3069.81 ms [2021-03-01 09:19:22 main:574] : INFO : Epoch 1865 | loss: 0.0311689 | val_loss: 0.0311866 | Time: 3055.95 ms [2021-03-01 09:19:26 main:574] : INFO : Epoch 1866 | loss: 0.0311665 | val_loss: 0.0311858 | Time: 3068.55 ms [2021-03-01 09:19:29 main:574] : INFO : Epoch 1867 | loss: 0.0311656 | val_loss: 0.031184 | Time: 3056.21 ms [2021-03-01 09:19:32 main:574] : INFO : Epoch 1868 | loss: 0.0311649 | val_loss: 0.031184 | Time: 3045.22 ms [2021-03-01 09:19:35 main:574] : INFO : Epoch 1869 | loss: 0.0311683 | val_loss: 0.0311899 | Time: 3059.95 ms [2021-03-01 09:19:38 main:574] : INFO : Epoch 1870 | loss: 0.0311682 | val_loss: 0.0311828 | Time: 3065.57 ms [2021-03-01 09:19:41 main:574] : INFO : Epoch 1871 | loss: 0.0311643 | val_loss: 0.0311862 | Time: 3078.78 ms [2021-03-01 09:19:44 main:574] : INFO : Epoch 1872 | loss: 0.031163 | val_loss: 0.0311866 | Time: 3077.14 ms [2021-03-01 09:19:47 main:574] : INFO : Epoch 1873 | loss: 0.0311638 | val_loss: 0.0311835 | Time: 3054.49 ms [2021-03-01 09:19:50 main:574] : INFO : Epoch 1874 | loss: 0.0311636 | val_loss: 0.0311853 | Time: 3048.34 ms [2021-03-01 09:19:53 main:574] : INFO : Epoch 1875 | loss: 0.0311626 | val_loss: 0.0311846 | Time: 3055.45 ms [2021-03-01 09:19:56 main:574] : INFO : Epoch 1876 | loss: 0.0311639 | val_loss: 0.0311825 | Time: 3045.83 ms [2021-03-01 09:19:59 main:574] : INFO : Epoch 1877 | loss: 0.0311638 | val_loss: 0.0311843 | Time: 3045.22 ms [2021-03-01 09:20:03 main:574] : INFO : Epoch 1878 | loss: 0.0311624 | val_loss: 0.031187 | Time: 3070.52 ms [2021-03-01 09:20:06 main:574] : INFO : Epoch 1879 | loss: 0.0311625 | val_loss: 0.0311982 | Time: 3051.37 ms [2021-03-01 09:20:09 main:574] : INFO : Epoch 1880 | loss: 0.0311623 | val_loss: 0.0311871 | Time: 3049.08 ms [2021-03-01 09:20:12 main:574] : INFO : Epoch 1881 | loss: 0.031163 | val_loss: 0.0311994 | Time: 3061.35 ms [2021-03-01 09:20:15 main:574] : INFO : Epoch 1882 | loss: 0.0311636 | val_loss: 0.031197 | Time: 3060.35 ms [2021-03-01 09:20:18 main:574] : INFO : Epoch 1883 | loss: 0.0311634 | val_loss: 0.0312023 | Time: 3054.9 ms [2021-03-01 09:20:21 main:574] : INFO : Epoch 1884 | loss: 0.0311658 | val_loss: 0.0311835 | Time: 3045.63 ms [2021-03-01 09:20:24 main:574] : INFO : Epoch 1885 | loss: 0.0311639 | val_loss: 0.031183 | Time: 3047.34 ms [2021-03-01 09:20:27 main:574] : INFO : Epoch 1886 | loss: 0.031164 | val_loss: 0.0311867 | Time: 3062.63 ms [2021-03-01 09:20:30 main:574] : INFO : Epoch 1887 | loss: 0.0311619 | val_loss: 0.0311931 | Time: 3053.59 ms [2021-03-01 09:20:33 main:574] : INFO : Epoch 1888 | loss: 0.0311628 | val_loss: 0.0311866 | Time: 3079.91 ms [2021-03-01 09:20:37 main:574] : INFO : Epoch 1889 | loss: 0.0311641 | val_loss: 0.0312066 | Time: 3067.93 ms [2021-03-01 09:20:40 main:574] : INFO : Epoch 1890 | loss: 0.0311673 | val_loss: 0.031189 | Time: 3043.92 ms [2021-03-01 09:20:43 main:574] : INFO : Epoch 1891 | loss: 0.031169 | val_loss: 0.0311874 | Time: 3060.63 ms [2021-03-01 09:20:46 main:574] : INFO : Epoch 1892 | loss: 0.031167 | val_loss: 0.0312096 | Time: 3062.04 ms [2021-03-01 09:20:49 main:574] : INFO : Epoch 1893 | loss: 0.0311701 | val_loss: 0.0312185 | Time: 3048.76 ms [2021-03-01 09:20:52 main:574] : INFO : Epoch 1894 | loss: 0.031176 | val_loss: 0.0312031 | Time: 3058.45 ms [2021-03-01 09:20:55 main:574] : INFO : Epoch 1895 | loss: 0.031168 | val_loss: 0.0311929 | Time: 3066.4 ms [2021-03-01 09:20:58 main:574] : INFO : Epoch 1896 | loss: 0.0311633 | val_loss: 0.0311844 | Time: 3049.02 ms [2021-03-01 09:21:01 main:574] : INFO : Epoch 1897 | loss: 0.0311625 | val_loss: 0.031186 | Time: 3062.62 ms [2021-03-01 09:21:04 main:574] : INFO : Epoch 1898 | loss: 0.031163 | val_loss: 0.0311934 | Time: 3066.78 ms [2021-03-01 09:21:07 main:574] : INFO : Epoch 1899 | loss: 0.0311617 | val_loss: 0.0311947 | Time: 3068.28 ms [2021-03-01 09:21:10 main:574] : INFO : Epoch 1900 | loss: 0.0311638 | val_loss: 0.0311877 | Time: 3060.69 ms [2021-03-01 09:21:14 main:574] : INFO : Epoch 1901 | loss: 0.0311621 | val_loss: 0.0311871 | Time: 3071.72 ms [2021-03-01 09:21:17 main:574] : INFO : Epoch 1902 | loss: 0.0311606 | val_loss: 0.0311858 | Time: 3050.15 ms [2021-03-01 09:21:20 main:574] : INFO : Epoch 1903 | loss: 0.0311617 | val_loss: 0.0311853 | Time: 3065.23 ms [2021-03-01 09:21:23 main:574] : INFO : Epoch 1904 | loss: 0.0311601 | val_loss: 0.031188 | Time: 3061.58 ms [2021-03-01 09:21:26 main:574] : INFO : Epoch 1905 | loss: 0.0311628 | val_loss: 0.0311876 | Time: 3054.8 ms [2021-03-01 09:21:29 main:574] : INFO : Epoch 1906 | loss: 0.0311649 | val_loss: 0.0311865 | Time: 3063.04 ms [2021-03-01 09:21:32 main:574] : INFO : Epoch 1907 | loss: 0.0311634 | val_loss: 0.0311906 | Time: 3057.35 ms [2021-03-01 09:21:35 main:574] : INFO : Epoch 1908 | loss: 0.0311636 | val_loss: 0.0311864 | Time: 3061.32 ms [2021-03-01 09:21:38 main:574] : INFO : Epoch 1909 | loss: 0.0311632 | val_loss: 0.031185 | Time: 3072.58 ms [2021-03-01 09:21:41 main:574] : INFO : Epoch 1910 | loss: 0.0311634 | val_loss: 0.0311915 | Time: 3054.45 ms [2021-03-01 09:21:45 main:574] : INFO : Epoch 1911 | loss: 0.0311627 | val_loss: 0.0311874 | Time: 3061.32 ms [2021-03-01 09:21:48 main:574] : INFO : Epoch 1912 | loss: 0.0311613 | val_loss: 0.0311894 | Time: 3058.08 ms [2021-03-01 09:21:51 main:574] : INFO : Epoch 1913 | loss: 0.0311609 | val_loss: 0.0311861 | Time: 3062.26 ms [2021-03-01 09:21:54 main:574] : INFO : Epoch 1914 | loss: 0.0311618 | val_loss: 0.0312044 | Time: 3050.29 ms [2021-03-01 09:21:57 main:574] : INFO : Epoch 1915 | loss: 0.0311659 | val_loss: 0.0311838 | Time: 3073.85 ms [2021-03-01 09:22:00 main:574] : INFO : Epoch 1916 | loss: 0.0311653 | val_loss: 0.0311868 | Time: 3071.92 ms [2021-03-01 09:22:03 main:574] : INFO : Epoch 1917 | loss: 0.0311638 | val_loss: 0.0311878 | Time: 3055.91 ms [2021-03-01 09:22:06 main:574] : INFO : Epoch 1918 | loss: 0.0311634 | val_loss: 0.0311841 | Time: 3048.12 ms [2021-03-01 09:22:09 main:574] : INFO : Epoch 1919 | loss: 0.0311625 | val_loss: 0.031185 | Time: 3063.23 ms [2021-03-01 09:22:12 main:574] : INFO : Epoch 1920 | loss: 0.031163 | val_loss: 0.0311846 | Time: 3057.13 ms [2021-03-01 09:22:15 main:574] : INFO : Epoch 1921 | loss: 0.0311623 | val_loss: 0.0311874 | Time: 3068.57 ms [2021-03-01 09:22:19 main:574] : INFO : Epoch 1922 | loss: 0.0311624 | val_loss: 0.0311848 | Time: 3060.57 ms [2021-03-01 09:22:22 main:574] : INFO : Epoch 1923 | loss: 0.0311669 | val_loss: 0.0311919 | Time: 3064.52 ms [2021-03-01 09:22:25 main:574] : INFO : Epoch 1924 | loss: 0.0311781 | val_loss: 0.0311868 | Time: 3073.3 ms [2021-03-01 09:22:28 main:574] : INFO : Epoch 1925 | loss: 0.0311739 | val_loss: 0.0311951 | Time: 3055.7 ms [2021-03-01 09:22:31 main:574] : INFO : Epoch 1926 | loss: 0.0311704 | val_loss: 0.0311964 | Time: 3063.21 ms [2021-03-01 09:22:34 main:574] : INFO : Epoch 1927 | loss: 0.0311657 | val_loss: 0.0311886 | Time: 3062.46 ms [2021-03-01 09:22:37 main:574] : INFO : Epoch 1928 | loss: 0.0311634 | val_loss: 0.0311937 | Time: 3054.16 ms [2021-03-01 09:22:40 main:574] : INFO : Epoch 1929 | loss: 0.0311632 | val_loss: 0.0311818 | Time: 3056.44 ms [2021-03-01 09:22:43 main:574] : INFO : Epoch 1930 | loss: 0.0311619 | val_loss: 0.031184 | Time: 3059.31 ms [2021-03-01 09:22:46 main:574] : INFO : Epoch 1931 | loss: 0.0311632 | val_loss: 0.0311851 | Time: 3064.41 ms [2021-03-01 09:22:49 main:574] : INFO : Epoch 1932 | loss: 0.0311651 | val_loss: 0.031184 | Time: 3063.35 ms [2021-03-01 09:22:53 main:574] : INFO : Epoch 1933 | loss: 0.0311667 | val_loss: 0.0311854 | Time: 3066.66 ms [2021-03-01 09:22:56 main:574] : INFO : Epoch 1934 | loss: 0.0311656 | val_loss: 0.0311888 | Time: 3061.52 ms [2021-03-01 09:22:59 main:574] : INFO : Epoch 1935 | loss: 0.0311622 | val_loss: 0.0311889 | Time: 3065.71 ms [2021-03-01 09:23:02 main:574] : INFO : Epoch 1936 | loss: 0.0311615 | val_loss: 0.0311943 | Time: 3064.89 ms [2021-03-01 09:23:05 main:574] : INFO : Epoch 1937 | loss: 0.0311646 | val_loss: 0.0311899 | Time: 3060.82 ms [2021-03-01 09:23:08 main:574] : INFO : Epoch 1938 | loss: 0.0311636 | val_loss: 0.0311877 | Time: 3066 ms [2021-03-01 09:23:11 main:574] : INFO : Epoch 1939 | loss: 0.031164 | val_loss: 0.0311848 | Time: 3049.48 ms [2021-03-01 09:23:14 main:574] : INFO : Epoch 1940 | loss: 0.0311612 | val_loss: 0.0311857 | Time: 3051.77 ms [2021-03-01 09:23:17 main:574] : INFO : Epoch 1941 | loss: 0.0311603 | val_loss: 0.0311841 | Time: 3069.02 ms [2021-03-01 09:23:20 main:574] : INFO : Epoch 1942 | loss: 0.0311602 | val_loss: 0.0311846 | Time: 3069.73 ms [2021-03-01 09:23:24 main:574] : INFO : Epoch 1943 | loss: 0.0311598 | val_loss: 0.0311831 | Time: 3050.04 ms [2021-03-01 09:23:27 main:574] : INFO : Epoch 1944 | loss: 0.0311603 | val_loss: 0.031185 | Time: 3059.08 ms [2021-03-01 09:23:30 main:574] : INFO : Epoch 1945 | loss: 0.0311604 | val_loss: 0.0311821 | Time: 3071.83 ms [2021-03-01 09:23:33 main:574] : INFO : Epoch 1946 | loss: 0.0311603 | val_loss: 0.0311839 | Time: 3066.77 ms [2021-03-01 09:23:36 main:574] : INFO : Epoch 1947 | loss: 0.0311606 | val_loss: 0.0311833 | Time: 3052.67 ms [2021-03-01 09:23:39 main:574] : INFO : Epoch 1948 | loss: 0.0311621 | val_loss: 0.0311834 | Time: 3068.67 ms [2021-03-01 09:23:42 main:574] : INFO : Epoch 1949 | loss: 0.0311627 | val_loss: 0.0311873 | Time: 3086.1 ms [2021-03-01 09:23:45 main:574] : INFO : Epoch 1950 | loss: 0.0311629 | val_loss: 0.0311844 | Time: 3063 ms [2021-03-01 09:23:48 main:574] : INFO : Epoch 1951 | loss: 0.0311617 | val_loss: 0.0311866 | Time: 3061.83 ms [2021-03-01 09:23:51 main:574] : INFO : Epoch 1952 | loss: 0.0311627 | val_loss: 0.0311875 | Time: 3057.37 ms [2021-03-01 09:23:54 main:574] : INFO : Epoch 1953 | loss: 0.0311624 | val_loss: 0.0311867 | Time: 3044.56 ms [2021-03-01 09:23:58 main:574] : INFO : Epoch 1954 | loss: 0.0311631 | val_loss: 0.0311882 | Time: 3061.88 ms [2021-03-01 09:24:01 main:574] : INFO : Epoch 1955 | loss: 0.0311621 | val_loss: 0.0311862 | Time: 3068.61 ms [2021-03-01 09:24:04 main:574] : INFO : Epoch 1956 | loss: 0.0311629 | val_loss: 0.0311865 | Time: 3062.88 ms [2021-03-01 09:24:07 main:574] : INFO : Epoch 1957 | loss: 0.031171 | val_loss: 0.0311862 | Time: 3063.49 ms [2021-03-01 09:24:10 main:574] : INFO : Epoch 1958 | loss: 0.0311676 | val_loss: 0.031187 | Time: 3059.45 ms [2021-03-01 09:24:13 main:574] : INFO : Epoch 1959 | loss: 0.0311634 | val_loss: 0.0311881 | Time: 3058.13 ms [2021-03-01 09:24:16 main:574] : INFO : Epoch 1960 | loss: 0.031167 | val_loss: 0.0311838 | Time: 3039.76 ms [2021-03-01 09:24:19 main:574] : INFO : Epoch 1961 | loss: 0.0311615 | val_loss: 0.0311873 | Time: 3063.55 ms [2021-03-01 09:24:22 main:574] : INFO : Epoch 1962 | loss: 0.0311659 | val_loss: 0.0311947 | Time: 3068.93 ms [2021-03-01 09:24:25 main:574] : INFO : Epoch 1963 | loss: 0.0311643 | val_loss: 0.0311844 | Time: 3061.08 ms [2021-03-01 09:24:28 main:574] : INFO : Epoch 1964 | loss: 0.0311643 | val_loss: 0.0311898 | Time: 3068.95 ms [2021-03-01 09:24:32 main:574] : INFO : Epoch 1965 | loss: 0.0311657 | val_loss: 0.0311846 | Time: 3065.54 ms [2021-03-01 09:24:35 main:574] : INFO : Epoch 1966 | loss: 0.0311628 | val_loss: 0.0311867 | Time: 3061.6 ms [2021-03-01 09:24:38 main:574] : INFO : Epoch 1967 | loss: 0.0311621 | val_loss: 0.0311838 | Time: 3065.54 ms [2021-03-01 09:24:41 main:574] : INFO : Epoch 1968 | loss: 0.0311613 | val_loss: 0.0311904 | Time: 3069.25 ms [2021-03-01 09:24:44 main:574] : INFO : Epoch 1969 | loss: 0.0311628 | val_loss: 0.031184 | Time: 3058.73 ms [2021-03-01 09:24:47 main:574] : INFO : Epoch 1970 | loss: 0.031162 | val_loss: 0.0311906 | Time: 3049.25 ms [2021-03-01 09:24:50 main:574] : INFO : Epoch 1971 | loss: 0.0311643 | val_loss: 0.0311918 | Time: 3070.25 ms [2021-03-01 09:24:53 main:574] : INFO : Epoch 1972 | loss: 0.0311656 | val_loss: 0.031195 | Time: 3053.2 ms [2021-03-01 09:24:56 main:574] : INFO : Epoch 1973 | loss: 0.0311645 | val_loss: 0.0311912 | Time: 3055.9 ms [2021-03-01 09:24:59 main:574] : INFO : Epoch 1974 | loss: 0.0311651 | val_loss: 0.0312018 | Time: 3056.81 ms [2021-03-01 09:25:02 main:574] : INFO : Epoch 1975 | loss: 0.0311688 | val_loss: 0.0311938 | Time: 3064.34 ms [2021-03-01 09:25:06 main:574] : INFO : Epoch 1976 | loss: 0.0311746 | val_loss: 0.0311978 | Time: 3051.2 ms [2021-03-01 09:25:09 main:574] : INFO : Epoch 1977 | loss: 0.0311719 | val_loss: 0.0312051 | Time: 3058.97 ms [2021-03-01 09:25:12 main:574] : INFO : Epoch 1978 | loss: 0.0311678 | val_loss: 0.0311971 | Time: 3057.64 ms [2021-03-01 09:25:15 main:574] : INFO : Epoch 1979 | loss: 0.0311679 | val_loss: 0.0312008 | Time: 3055.66 ms [2021-03-01 09:25:18 main:574] : INFO : Epoch 1980 | loss: 0.0311663 | val_loss: 0.0311919 | Time: 3059.23 ms [2021-03-01 09:25:21 main:574] : INFO : Epoch 1981 | loss: 0.0311641 | val_loss: 0.0311865 | Time: 3053.18 ms [2021-03-01 09:25:24 main:574] : INFO : Epoch 1982 | loss: 0.0311655 | val_loss: 0.0311875 | Time: 3057.43 ms [2021-03-01 09:25:27 main:574] : INFO : Epoch 1983 | loss: 0.0311633 | val_loss: 0.0311877 | Time: 3040.24 ms [2021-03-01 09:25:30 main:574] : INFO : Epoch 1984 | loss: 0.0311642 | val_loss: 0.0311861 | Time: 3063.4 ms [2021-03-01 09:25:33 main:574] : INFO : Epoch 1985 | loss: 0.0311648 | val_loss: 0.0311849 | Time: 3073.68 ms [2021-03-01 09:25:36 main:574] : INFO : Epoch 1986 | loss: 0.0311647 | val_loss: 0.0311882 | Time: 3068.16 ms [2021-03-01 09:25:39 main:574] : INFO : Epoch 1987 | loss: 0.0311677 | val_loss: 0.0311871 | Time: 3071.62 ms [2021-03-01 09:25:43 main:574] : INFO : Epoch 1988 | loss: 0.0311681 | val_loss: 0.0311847 | Time: 3062.96 ms [2021-03-01 09:25:46 main:574] : INFO : Epoch 1989 | loss: 0.0311658 | val_loss: 0.0311874 | Time: 3065.09 ms [2021-03-01 09:25:49 main:574] : INFO : Epoch 1990 | loss: 0.031165 | val_loss: 0.0311845 | Time: 3060.32 ms [2021-03-01 09:25:52 main:574] : INFO : Epoch 1991 | loss: 0.0311643 | val_loss: 0.0311832 | Time: 3059.9 ms [2021-03-01 09:25:55 main:574] : INFO : Epoch 1992 | loss: 0.0311649 | val_loss: 0.0311839 | Time: 3077.67 ms [2021-03-01 09:25:58 main:574] : INFO : Epoch 1993 | loss: 0.0311645 | val_loss: 0.0311851 | Time: 3055.89 ms [2021-03-01 09:26:01 main:574] : INFO : Epoch 1994 | loss: 0.0311633 | val_loss: 0.0311831 | Time: 3065.3 ms [2021-03-01 09:26:04 main:574] : INFO : Epoch 1995 | loss: 0.031163 | val_loss: 0.0311854 | Time: 3057.42 ms [2021-03-01 09:26:07 main:574] : INFO : Epoch 1996 | loss: 0.0311636 | val_loss: 0.0311901 | Time: 3063.54 ms [2021-03-01 09:26:10 main:574] : INFO : Epoch 1997 | loss: 0.0311685 | val_loss: 0.0311936 | Time: 3070.62 ms [2021-03-01 09:26:14 main:574] : INFO : Epoch 1998 | loss: 0.0311677 | val_loss: 0.0311871 | Time: 3069.04 ms [2021-03-01 09:26:17 main:574] : INFO : Epoch 1999 | loss: 0.0311636 | val_loss: 0.031184 | Time: 3069.15 ms [2021-03-01 09:26:20 main:574] : INFO : Epoch 2000 | loss: 0.0311635 | val_loss: 0.0311836 | Time: 3063.59 ms [2021-03-01 09:26:23 main:574] : INFO : Epoch 2001 | loss: 0.0311638 | val_loss: 0.0311872 | Time: 3059 ms [2021-03-01 09:26:26 main:574] : INFO : Epoch 2002 | loss: 0.0311628 | val_loss: 0.0311854 | Time: 3069.63 ms [2021-03-01 09:26:29 main:574] : INFO : Epoch 2003 | loss: 0.0311624 | val_loss: 0.0311856 | Time: 3070.28 ms [2021-03-01 09:26:32 main:574] : INFO : Epoch 2004 | loss: 0.0311616 | val_loss: 0.0311833 | Time: 3058.22 ms [2021-03-01 09:26:35 main:574] : INFO : Epoch 2005 | loss: 0.0311608 | val_loss: 0.0311853 | Time: 3071.7 ms [2021-03-01 09:26:38 main:574] : INFO : Epoch 2006 | loss: 0.0311631 | val_loss: 0.0311884 | Time: 3056.53 ms [2021-03-01 09:26:41 main:574] : INFO : Epoch 2007 | loss: 0.0311627 | val_loss: 0.0311874 | Time: 3099.9 ms [2021-03-01 09:26:45 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311871 | Time: 3077.94 ms [2021-03-01 09:26:48 main:574] : INFO : Epoch 2009 | loss: 0.0311632 | val_loss: 0.0311892 | Time: 3059.43 ms [2021-03-01 09:26:51 main:574] : INFO : Epoch 2010 | loss: 0.0311653 | val_loss: 0.031184 | Time: 3052.62 ms [2021-03-01 09:26:54 main:574] : INFO : Epoch 2011 | loss: 0.0311654 | val_loss: 0.0311869 | Time: 3077.08 ms [2021-03-01 09:26:57 main:574] : INFO : Epoch 2012 | loss: 0.0311639 | val_loss: 0.031191 | Time: 3069.66 ms [2021-03-01 09:27:00 main:574] : INFO : Epoch 2013 | loss: 0.0311621 | val_loss: 0.0311866 | Time: 3061.61 ms [2021-03-01 09:27:03 main:574] : INFO : Epoch 2014 | loss: 0.0311646 | val_loss: 0.0311835 | Time: 3041.63 ms [2021-03-01 09:27:06 main:574] : INFO : Epoch 2015 | loss: 0.0311664 | val_loss: 0.0311849 | Time: 3071.8 ms [2021-03-01 09:27:09 main:574] : INFO : Epoch 2016 | loss: 0.0311702 | val_loss: 0.0311989 | Time: 3047.37 ms [2021-03-01 09:27:12 main:574] : INFO : Epoch 2017 | loss: 0.031189 | val_loss: 0.0311958 | Time: 3081.32 ms [2021-03-01 09:27:15 main:574] : INFO : Epoch 2018 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 3073.01 ms [2021-03-01 09:27:19 main:574] : INFO : Epoch 2019 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 3071.7 ms [2021-03-01 09:27:22 main:574] : INFO : Epoch 2020 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 3064.61 ms [2021-03-01 09:27:25 main:574] : INFO : Epoch 2021 | loss: 0.0311827 | val_loss: 0.0311941 | Time: 3055.36 ms [2021-03-01 09:27:28 main:574] : INFO : Epoch 2022 | loss: 0.0311817 | val_loss: 0.0311907 | Time: 3061.03 ms [2021-03-01 09:27:31 main:574] : INFO : Epoch 2023 | loss: 0.0311806 | val_loss: 0.0311937 | Time: 3067.55 ms [2021-03-01 09:27:34 main:574] : INFO : Epoch 2024 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 3067.86 ms [2021-03-01 09:27:37 main:574] : INFO : Epoch 2025 | loss: 0.0311789 | val_loss: 0.0311899 | Time: 3060.94 ms [2021-03-01 09:27:40 main:574] : INFO : Epoch 2026 | loss: 0.0311798 | val_loss: 0.0311906 | Time: 3063.51 ms [2021-03-01 09:27:43 main:574] : INFO : Epoch 2027 | loss: 0.0311798 | val_loss: 0.0311901 | Time: 3064.02 ms [2021-03-01 09:27:46 main:574] : INFO : Epoch 2028 | loss: 0.0311789 | val_loss: 0.0311911 | Time: 3059.63 ms [2021-03-01 09:27:49 main:574] : INFO : Epoch 2029 | loss: 0.0311782 | val_loss: 0.0311898 | Time: 3063.72 ms [2021-03-01 09:27:52 main:574] : INFO : Epoch 2030 | loss: 0.0311771 | val_loss: 0.0311879 | Time: 3049.12 ms [2021-03-01 09:27:56 main:574] : INFO : Epoch 2031 | loss: 0.031178 | val_loss: 0.0311909 | Time: 3060.08 ms [2021-03-01 09:27:59 main:574] : INFO : Epoch 2032 | loss: 0.0311775 | val_loss: 0.031189 | Time: 3064.61 ms [2021-03-01 09:28:02 main:574] : INFO : Epoch 2033 | loss: 0.0311771 | val_loss: 0.0311911 | Time: 3053.88 ms [2021-03-01 09:28:05 main:574] : INFO : Epoch 2034 | loss: 0.0311767 | val_loss: 0.0311917 | Time: 3072.17 ms [2021-03-01 09:28:08 main:574] : INFO : Epoch 2035 | loss: 0.0311769 | val_loss: 0.0311892 | Time: 3057.08 ms [2021-03-01 09:28:11 main:574] : INFO : Epoch 2036 | loss: 0.0311774 | val_loss: 0.0311932 | Time: 3048 ms [2021-03-01 09:28:14 main:574] : INFO : Epoch 2037 | loss: 0.0311784 | val_loss: 0.0311928 | Time: 3059.41 ms [2021-03-01 09:28:17 main:574] : INFO : Epoch 2038 | loss: 0.0311831 | val_loss: 0.0311921 | Time: 3058.19 ms [2021-03-01 09:28:20 main:574] : INFO : Epoch 2039 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 3060.51 ms [2021-03-01 09:28:23 main:574] : INFO : Epoch 2040 | loss: 0.0311814 | val_loss: 0.0311905 | Time: 3056.79 ms [2021-03-01 09:28:26 main:574] : INFO : Epoch 2041 | loss: 0.031181 | val_loss: 0.0311954 | Time: 3046.54 ms [2021-03-01 09:28:30 main:574] : INFO : Epoch 2042 | loss: 0.0311806 | val_loss: 0.0311919 | Time: 3057.58 ms [2021-03-01 09:28:33 main:574] : INFO : Epoch 2043 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 3055.66 ms [2021-03-01 09:28:36 main:574] : INFO : Epoch 2044 | loss: 0.0311774 | val_loss: 0.0311899 | Time: 3049.43 ms [2021-03-01 09:28:39 main:574] : INFO : Epoch 2045 | loss: 0.0311772 | val_loss: 0.0311881 | Time: 3058.52 ms [2021-03-01 09:28:42 main:574] : INFO : Epoch 2046 | loss: 0.0311759 | val_loss: 0.0311901 | Time: 3064.06 ms [2021-03-01 09:28:45 main:574] : INFO : Epoch 2047 | loss: 0.031184 | val_loss: 0.0311917 | Time: 3046.84 ms [2021-03-01 09:28:48 main:574] : INFO : Epoch 2048 | loss: 0.0311839 | val_loss: 0.0311882 | Time: 3071.02 ms [2021-03-01 09:28:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311882 [2021-03-01 09:28:48 main:603] : INFO : Saving end state to config to file [2021-03-01 09:28:48 main:608] : INFO : Success, exiting.. 09:28:48 (1424): 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)