Task 12609965
| Name | ParityModified-1645996233-17703-2-0_0 |
| Workunit | 9765808 |
| Created | 6 Mar 2022, 15:05:33 UTC |
| Sent | 8 Mar 2022, 23:16:38 UTC |
| Report deadline | 16 Mar 2022, 23:16:38 UTC |
| Received | 9 Mar 2022, 21:25:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 36 min 27 sec |
| CPU time | 1 hours 34 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311935 | val_loss: 0.0312003 | Time: 3151.49 ms
[2022-03-09 21:58:29 main:574] : INFO : Epoch 1543 | loss: 0.0311933 | val_loss: 0.031199 | Time: 2885.92 ms
[2022-03-09 21:58:32 main:574] : INFO : Epoch 1544 | loss: 0.0311925 | val_loss: 0.0311996 | Time: 3100.19 ms
[2022-03-09 21:58:35 main:574] : INFO : Epoch 1545 | loss: 0.0311923 | val_loss: 0.031199 | Time: 2959.85 ms
[2022-03-09 21:58:38 main:574] : INFO : Epoch 1546 | loss: 0.0311917 | val_loss: 0.0311983 | Time: 3201.06 ms
[2022-03-09 21:58:41 main:574] : INFO : Epoch 1547 | loss: 0.0311911 | val_loss: 0.031199 | Time: 3476.63 ms
[2022-03-09 21:58:44 main:574] : INFO : Epoch 1548 | loss: 0.0311913 | val_loss: 0.0312031 | Time: 2461.62 ms
[2022-03-09 21:58:47 main:574] : INFO : Epoch 1549 | loss: 0.0311924 | val_loss: 0.0312074 | Time: 3495.96 ms
[2022-03-09 21:58:50 main:574] : INFO : Epoch 1550 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 2530.79 ms
[2022-03-09 21:58:53 main:574] : INFO : Epoch 1551 | loss: 0.0311929 | val_loss: 0.0311991 | Time: 2658.78 ms
[2022-03-09 21:58:56 main:574] : INFO : Epoch 1552 | loss: 0.0311926 | val_loss: 0.0312003 | Time: 2918.41 ms
[2022-03-09 21:58:59 main:574] : INFO : Epoch 1553 | loss: 0.0311917 | val_loss: 0.0311974 | Time: 3494.83 ms
[2022-03-09 21:59:02 main:574] : INFO : Epoch 1554 | loss: 0.0311924 | val_loss: 0.0311991 | Time: 3083.26 ms
[2022-03-09 21:59:05 main:574] : INFO : Epoch 1555 | loss: 0.0311929 | val_loss: 0.031202 | Time: 3042.58 ms
[2022-03-09 21:59:08 main:574] : INFO : Epoch 1556 | loss: 0.0311924 | val_loss: 0.0311994 | Time: 2817.31 ms
[2022-03-09 21:59:11 main:574] : INFO : Epoch 1557 | loss: 0.0311917 | val_loss: 0.0311992 | Time: 2567.28 ms
[2022-03-09 21:59:14 main:574] : INFO : Epoch 1558 | loss: 0.0311932 | val_loss: 0.0312002 | Time: 2631.14 ms
[2022-03-09 21:59:16 main:574] : INFO : Epoch 1559 | loss: 0.0311932 | val_loss: 0.0312012 | Time: 2456.17 ms
[2022-03-09 21:59:19 main:574] : INFO : Epoch 1560 | loss: 0.0311915 | val_loss: 0.0312 | Time: 2680.69 ms
[2022-03-09 21:59:22 main:574] : INFO : Epoch 1561 | loss: 0.0311912 | val_loss: 0.0312061 | Time: 3366.31 ms
[2022-03-09 21:59:25 main:574] : INFO : Epoch 1562 | loss: 0.0311938 | val_loss: 0.0312009 | Time: 3107.18 ms
[2022-03-09 21:59:29 main:574] : INFO : Epoch 1563 | loss: 0.0311927 | val_loss: 0.0312006 | Time: 3181.72 ms
[2022-03-09 21:59:31 main:574] : INFO : Epoch 1564 | loss: 0.0311918 | val_loss: 0.031199 | Time: 2525.79 ms
[2022-03-09 21:59:34 main:574] : INFO : Epoch 1565 | loss: 0.0311907 | val_loss: 0.0311985 | Time: 2647.87 ms
[2022-03-09 21:59:36 main:574] : INFO : Epoch 1566 | loss: 0.0311915 | val_loss: 0.031202 | Time: 2436.57 ms
[2022-03-09 21:59:39 main:574] : INFO : Epoch 1567 | loss: 0.0311913 | val_loss: 0.031198 | Time: 3089.79 ms
[2022-03-09 21:59:43 main:574] : INFO : Epoch 1568 | loss: 0.0311948 | val_loss: 0.0312031 | Time: 3171.48 ms
[2022-03-09 21:59:46 main:574] : INFO : Epoch 1569 | loss: 0.0311933 | val_loss: 0.0311992 | Time: 3089.27 ms
[2022-03-09 21:59:49 main:574] : INFO : Epoch 1570 | loss: 0.0311922 | val_loss: 0.0312009 | Time: 3110.75 ms
[2022-03-09 21:59:52 main:574] : INFO : Epoch 1571 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 2772.8 ms
[2022-03-09 21:59:54 main:574] : INFO : Epoch 1572 | loss: 0.0311926 | val_loss: 0.0311998 | Time: 2532.47 ms
[2022-03-09 21:59:57 main:574] : INFO : Epoch 1573 | loss: 0.0311927 | val_loss: 0.0311975 | Time: 2769.93 ms
[2022-03-09 22:00:00 main:574] : INFO : Epoch 1574 | loss: 0.031193 | val_loss: 0.0312029 | Time: 2685.27 ms
[2022-03-09 22:00:03 main:574] : INFO : Epoch 1575 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 3030.88 ms
[2022-03-09 22:00:05 main:574] : INFO : Epoch 1576 | loss: 0.0311924 | val_loss: 0.0311991 | Time: 2560.3 ms
[2022-03-09 22:00:08 main:574] : INFO : Epoch 1577 | loss: 0.0311927 | val_loss: 0.0311981 | Time: 2987.35 ms
[2022-03-09 22:00:11 main:574] : INFO : Epoch 1578 | loss: 0.0311932 | val_loss: 0.0312006 | Time: 2666.15 ms
[2022-03-09 22:00:14 main:574] : INFO : Epoch 1579 | loss: 0.0311921 | val_loss: 0.0312006 | Time: 2911.91 ms
[2022-03-09 22:00:17 main:574] : INFO : Epoch 1580 | loss: 0.0311934 | val_loss: 0.0311991 | Time: 2711.08 ms
[2022-03-09 22:00:20 main:574] : INFO : Epoch 1581 | loss: 0.0311927 | val_loss: 0.0311975 | Time: 3157.47 ms
[2022-03-09 22:00:23 main:574] : INFO : Epoch 1582 | loss: 0.0311919 | val_loss: 0.0311969 | Time: 2652.26 ms
[2022-03-09 22:00:26 main:574] : INFO : Epoch 1583 | loss: 0.0311913 | val_loss: 0.0311977 | Time: 2824.01 ms
[2022-03-09 22:00:29 main:574] : INFO : Epoch 1584 | loss: 0.0311923 | val_loss: 0.0312038 | Time: 2950.78 ms
[2022-03-09 22:00:32 main:574] : INFO : Epoch 1585 | loss: 0.0311925 | val_loss: 0.0311972 | Time: 2928.29 ms
[2022-03-09 22:00:34 main:574] : INFO : Epoch 1586 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 2499.68 ms
[2022-03-09 22:00:37 main:574] : INFO : Epoch 1587 | loss: 0.0311907 | val_loss: 0.0311983 | Time: 2538.73 ms
[2022-03-09 22:00:40 main:574] : INFO : Epoch 1588 | loss: 0.0311913 | val_loss: 0.0311961 | Time: 3136.2 ms
[2022-03-09 22:00:42 main:574] : INFO : Epoch 1589 | loss: 0.0311932 | val_loss: 0.0311999 | Time: 2597.46 ms
[2022-03-09 22:00:45 main:574] : INFO : Epoch 1590 | loss: 0.0311922 | val_loss: 0.0311962 | Time: 2700.67 ms
[2022-03-09 22:00:48 main:574] : INFO : Epoch 1591 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 2745.92 ms
[2022-03-09 22:00:51 main:574] : INFO : Epoch 1592 | loss: 0.0311904 | val_loss: 0.0311962 | Time: 2779.74 ms
[2022-03-09 22:00:53 main:574] : INFO : Epoch 1593 | loss: 0.03119 | val_loss: 0.031196 | Time: 2566.18 ms
[2022-03-09 22:00:56 main:574] : INFO : Epoch 1594 | loss: 0.0311906 | val_loss: 0.0311966 | Time: 2591.98 ms
[2022-03-09 22:00:59 main:574] : INFO : Epoch 1595 | loss: 0.0311911 | val_loss: 0.0311957 | Time: 3371.77 ms
[2022-03-09 22:01:03 main:574] : INFO : Epoch 1596 | loss: 0.0311907 | val_loss: 0.0311976 | Time: 3084.82 ms
[2022-03-09 22:01:06 main:574] : INFO : Epoch 1597 | loss: 0.0311923 | val_loss: 0.0311984 | Time: 3180.56 ms
[2022-03-09 22:01:09 main:574] : INFO : Epoch 1598 | loss: 0.0311935 | val_loss: 0.0311979 | Time: 3482.57 ms
[2022-03-09 22:01:12 main:574] : INFO : Epoch 1599 | loss: 0.0311917 | val_loss: 0.031201 | Time: 2928.35 ms
[2022-03-09 22:01:16 main:574] : INFO : Epoch 1600 | loss: 0.0311921 | val_loss: 0.0311962 | Time: 3285.19 ms
[2022-03-09 22:01:18 main:574] : INFO : Epoch 1601 | loss: 0.0311907 | val_loss: 0.0311984 | Time: 2535.89 ms
[2022-03-09 22:01:21 main:574] : INFO : Epoch 1602 | loss: 0.0311905 | val_loss: 0.0311975 | Time: 2696.86 ms
[2022-03-09 22:01:24 main:574] : INFO : Epoch 1603 | loss: 0.0311928 | val_loss: 0.0312069 | Time: 3168.64 ms
[2022-03-09 22:01:27 main:574] : INFO : Epoch 1604 | loss: 0.0311917 | val_loss: 0.0311968 | Time: 3228.43 ms
[2022-03-09 22:01:30 main:574] : INFO : Epoch 1605 | loss: 0.0311897 | val_loss: 0.0311988 | Time: 2974 ms
[2022-03-09 22:01:33 main:574] : INFO : Epoch 1606 | loss: 0.0311902 | val_loss: 0.0311965 | Time: 3003.46 ms
[2022-03-09 22:01:37 main:574] : INFO : Epoch 1607 | loss: 0.0311891 | val_loss: 0.0311968 | Time: 3458.56 ms
[2022-03-09 22:01:41 main:574] : INFO : Epoch 1608 | loss: 0.0311891 | val_loss: 0.031196 | Time: 3529.66 ms
[2022-03-09 22:01:44 main:574] : INFO : Epoch 1609 | loss: 0.0311913 | val_loss: 0.0311989 | Time: 3039 ms
[2022-03-09 22:01:46 main:574] : INFO : Epoch 1610 | loss: 0.0311932 | val_loss: 0.0312032 | Time: 2778.55 ms
[2022-03-09 22:01:50 main:574] : INFO : Epoch 1611 | loss: 0.0311929 | val_loss: 0.031197 | Time: 3340.91 ms
[2022-03-09 22:01:52 main:574] : INFO : Epoch 1612 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 2472.2 ms
[2022-03-09 22:01:55 main:574] : INFO : Epoch 1613 | loss: 0.0311936 | val_loss: 0.0311995 | Time: 2415.13 ms
[2022-03-09 22:01:57 main:574] : INFO : Epoch 1614 | loss: 0.0311916 | val_loss: 0.0311981 | Time: 2408.17 ms
[2022-03-09 22:02:01 main:574] : INFO : Epoch 1615 | loss: 0.0311915 | val_loss: 0.0311985 | Time: 3827.72 ms
[2022-03-09 22:02:04 main:574] : INFO : Epoch 1616 | loss: 0.0311915 | val_loss: 0.0311977 | Time: 2782.03 ms
[2022-03-09 22:02:07 main:574] : INFO : Epoch 1617 | loss: 0.0311904 | val_loss: 0.0311986 | Time: 3141.18 ms
[2022-03-09 22:02:11 main:574] : INFO : Epoch 1618 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 3457.5 ms
[2022-03-09 22:02:14 main:574] : INFO : Epoch 1619 | loss: 0.0311904 | val_loss: 0.031197 | Time: 3038.14 ms
[2022-03-09 22:02:17 main:574] : INFO : Epoch 1620 | loss: 0.0311911 | val_loss: 0.0311972 | Time: 3405.73 ms
[2022-03-09 22:02:20 main:574] : INFO : Epoch 1621 | loss: 0.031193 | val_loss: 0.0311967 | Time: 2839.28 ms
[2022-03-09 22:02:23 main:574] : INFO : Epoch 1622 | loss: 0.0311926 | val_loss: 0.0311981 | Time: 3116.98 ms
[2022-03-09 22:02:26 main:574] : INFO : Epoch 1623 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 2899.93 ms
[2022-03-09 22:02:30 main:574] : INFO : Epoch 1624 | loss: 0.0311918 | val_loss: 0.0311981 | Time: 4173.86 ms
[2022-03-09 22:02:33 main:574] : INFO : Epoch 1625 | loss: 0.0311907 | val_loss: 0.0311975 | Time: 3107.43 ms
[2022-03-09 22:02:36 main:574] : INFO : Epoch 1626 | loss: 0.0311895 | val_loss: 0.0311995 | Time: 2925.46 ms
[2022-03-09 22:02:39 main:574] : INFO : Epoch 1627 | loss: 0.0311914 | val_loss: 0.0312027 | Time: 2834.51 ms
[2022-03-09 22:02:42 main:574] : INFO : Epoch 1628 | loss: 0.0311915 | val_loss: 0.0312001 | Time: 3001.26 ms
[2022-03-09 22:02:46 main:574] : INFO : Epoch 1629 | loss: 0.0311917 | val_loss: 0.0312006 | Time: 3167.94 ms
[2022-03-09 22:02:48 main:574] : INFO : Epoch 1630 | loss: 0.0311922 | val_loss: 0.0311978 | Time: 2753.96 ms
[2022-03-09 22:02:51 main:574] : INFO : Epoch 1631 | loss: 0.0311926 | val_loss: 0.0312047 | Time: 2941.59 ms
[2022-03-09 22:02:55 main:574] : INFO : Epoch 1632 | loss: 0.0311944 | val_loss: 0.0312019 | Time: 3952.83 ms
[2022-03-09 22:02:59 main:574] : INFO : Epoch 1633 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 3252.51 ms
[2022-03-09 22:03:02 main:574] : INFO : Epoch 1634 | loss: 0.0311922 | val_loss: 0.0311979 | Time: 3466.68 ms
[2022-03-09 22:03:06 main:574] : INFO : Epoch 1635 | loss: 0.0311938 | val_loss: 0.0312015 | Time: 3520.32 ms
[2022-03-09 22:03:09 main:574] : INFO : Epoch 1636 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 3812.76 ms
[2022-03-09 22:03:13 main:574] : INFO : Epoch 1637 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 3089.04 ms
[2022-03-09 22:03:16 main:574] : INFO : Epoch 1638 | loss: 0.0311915 | val_loss: 0.0312018 | Time: 2856.75 ms
[2022-03-09 22:03:19 main:574] : INFO : Epoch 1639 | loss: 0.0311918 | val_loss: 0.0311976 | Time: 3471.28 ms
[2022-03-09 22:03:22 main:574] : INFO : Epoch 1640 | loss: 0.031194 | val_loss: 0.0312013 | Time: 3140.77 ms
[2022-03-09 22:03:25 main:574] : INFO : Epoch 1641 | loss: 0.031193 | val_loss: 0.0311994 | Time: 2426.43 ms
[2022-03-09 22:03:27 main:574] : INFO : Epoch 1642 | loss: 0.0311915 | val_loss: 0.0311965 | Time: 2774.33 ms
[2022-03-09 22:03:30 main:574] : INFO : Epoch 1643 | loss: 0.0311902 | val_loss: 0.0311966 | Time: 2583.6 ms
[2022-03-09 22:03:33 main:574] : INFO : Epoch 1644 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 2549.16 ms
[2022-03-09 22:03:35 main:574] : INFO : Epoch 1645 | loss: 0.0311923 | val_loss: 0.0311979 | Time: 2442.5 ms
[2022-03-09 22:03:38 main:574] : INFO : Epoch 1646 | loss: 0.0311932 | val_loss: 0.0311979 | Time: 2872.35 ms
[2022-03-09 22:03:41 main:574] : INFO : Epoch 1647 | loss: 0.0311895 | val_loss: 0.0311961 | Time: 3395.66 ms
[2022-03-09 22:03:44 main:574] : INFO : Epoch 1648 | loss: 0.0311902 | val_loss: 0.0311986 | Time: 2564.93 ms
[2022-03-09 22:03:47 main:574] : INFO : Epoch 1649 | loss: 0.0311896 | val_loss: 0.0311974 | Time: 2470.03 ms
[2022-03-09 22:03:49 main:574] : INFO : Epoch 1650 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 2675.07 ms
[2022-03-09 22:03:53 main:574] : INFO : Epoch 1651 | loss: 0.0311902 | val_loss: 0.0312022 | Time: 3583.42 ms
[2022-03-09 22:03:56 main:574] : INFO : Epoch 1652 | loss: 0.0311916 | val_loss: 0.0311983 | Time: 2925.42 ms
[2022-03-09 22:03:59 main:574] : INFO : Epoch 1653 | loss: 0.0311908 | val_loss: 0.0311965 | Time: 2878.6 ms
[2022-03-09 22:04:01 main:574] : INFO : Epoch 1654 | loss: 0.0311904 | val_loss: 0.0312006 | Time: 2638.38 ms
[2022-03-09 22:04:04 main:574] : INFO : Epoch 1655 | loss: 0.0311889 | val_loss: 0.031198 | Time: 2699.01 ms
[2022-03-09 22:04:07 main:574] : INFO : Epoch 1656 | loss: 0.0311897 | val_loss: 0.0311965 | Time: 3059.02 ms
[2022-03-09 22:04:10 main:574] : INFO : Epoch 1657 | loss: 0.0311902 | val_loss: 0.0311981 | Time: 2915.89 ms
[2022-03-09 22:04:13 main:574] : INFO : Epoch 1658 | loss: 0.0311887 | val_loss: 0.0311963 | Time: 3213.17 ms
[2022-03-09 22:04:17 main:574] : INFO : Epoch 1659 | loss: 0.0311894 | val_loss: 0.0311967 | Time: 3272.22 ms
[2022-03-09 22:04:21 main:574] : INFO : Epoch 1660 | loss: 0.0311887 | val_loss: 0.031197 | Time: 3739.62 ms
[2022-03-09 22:04:24 main:574] : INFO : Epoch 1661 | loss: 0.0311881 | val_loss: 0.0311973 | Time: 3618.68 ms
[2022-03-09 22:04:27 main:574] : INFO : Epoch 1662 | loss: 0.0311903 | val_loss: 0.0311986 | Time: 3083.34 ms
[2022-03-09 22:04:31 main:574] : INFO : Epoch 1663 | loss: 0.0311894 | val_loss: 0.031197 | Time: 3735.12 ms
[2022-03-09 22:04:34 main:574] : INFO : Epoch 1664 | loss: 0.0311937 | val_loss: 0.0312084 | Time: 3093.81 ms
[2022-03-09 22:04:37 main:574] : INFO : Epoch 1665 | loss: 0.0312044 | val_loss: 0.0311999 | Time: 2730.97 ms
[2022-03-09 22:04:41 main:574] : INFO : Epoch 1666 | loss: 0.0311958 | val_loss: 0.0311994 | Time: 3505.03 ms
[2022-03-09 22:04:44 main:574] : INFO : Epoch 1667 | loss: 0.0311949 | val_loss: 0.0312 | Time: 2939.47 ms
[2022-03-09 22:04:46 main:574] : INFO : Epoch 1668 | loss: 0.0311945 | val_loss: 0.031198 | Time: 2824.55 ms
[2022-03-09 22:04:50 main:574] : INFO : Epoch 1669 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 3733.25 ms
[2022-03-09 22:04:54 main:574] : INFO : Epoch 1670 | loss: 0.031193 | val_loss: 0.0311965 | Time: 3295.6 ms
[2022-03-09 22:04:57 main:574] : INFO : Epoch 1671 | loss: 0.0311923 | val_loss: 0.0311988 | Time: 3158.22 ms
[2022-03-09 22:05:00 main:574] : INFO : Epoch 1672 | loss: 0.0311955 | val_loss: 0.0312006 | Time: 2754.3 ms
[2022-03-09 22:05:03 main:574] : INFO : Epoch 1673 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 2979.7 ms
[2022-03-09 22:05:05 main:574] : INFO : Epoch 1674 | loss: 0.0311921 | val_loss: 0.0311991 | Time: 2708.77 ms
[2022-03-09 22:05:08 main:574] : INFO : Epoch 1675 | loss: 0.0311923 | val_loss: 0.0311986 | Time: 2548.12 ms
[2022-03-09 22:05:12 main:574] : INFO : Epoch 1676 | loss: 0.0311915 | val_loss: 0.0312022 | Time: 3737.64 ms
[2022-03-09 22:05:16 main:574] : INFO : Epoch 1677 | loss: 0.0311925 | val_loss: 0.0311991 | Time: 4184.67 ms
[2022-03-09 22:05:19 main:574] : INFO : Epoch 1678 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 2758.85 ms
[2022-03-09 22:05:22 main:574] : INFO : Epoch 1679 | loss: 0.0311941 | val_loss: 0.0312042 | Time: 3357.7 ms
[2022-03-09 22:05:25 main:574] : INFO : Epoch 1680 | loss: 0.0311938 | val_loss: 0.0312007 | Time: 2838.01 ms
[2022-03-09 22:05:29 main:574] : INFO : Epoch 1681 | loss: 0.031191 | val_loss: 0.0311982 | Time: 3347.86 ms
[2022-03-09 22:05:32 main:574] : INFO : Epoch 1682 | loss: 0.0311906 | val_loss: 0.0311985 | Time: 3082 ms
[2022-03-09 22:05:35 main:574] : INFO : Epoch 1683 | loss: 0.0311898 | val_loss: 0.0311967 | Time: 3232.41 ms
[2022-03-09 22:05:39 main:574] : INFO : Epoch 1684 | loss: 0.0311928 | val_loss: 0.0311984 | Time: 3434.89 ms
[2022-03-09 22:05:41 main:574] : INFO : Epoch 1685 | loss: 0.0311989 | val_loss: 0.0312025 | Time: 2825.03 ms
[2022-03-09 22:05:44 main:574] : INFO : Epoch 1686 | loss: 0.0311965 | val_loss: 0.0311998 | Time: 2303.22 ms
[2022-03-09 22:05:47 main:574] : INFO : Epoch 1687 | loss: 0.0311966 | val_loss: 0.0311982 | Time: 3137.05 ms
[2022-03-09 22:05:50 main:574] : INFO : Epoch 1688 | loss: 0.0311952 | val_loss: 0.0311974 | Time: 3261.29 ms
[2022-03-09 22:05:53 main:574] : INFO : Epoch 1689 | loss: 0.0311973 | val_loss: 0.0311979 | Time: 2645.52 ms
[2022-03-09 22:05:56 main:574] : INFO : Epoch 1690 | loss: 0.031194 | val_loss: 0.0311966 | Time: 3217.3 ms
[2022-03-09 22:05:59 main:574] : INFO : Epoch 1691 | loss: 0.0311925 | val_loss: 0.0311967 | Time: 2424.93 ms
[2022-03-09 22:06:02 main:574] : INFO : Epoch 1692 | loss: 0.0311935 | val_loss: 0.0311947 | Time: 2888.24 ms
[2022-03-09 22:06:05 main:574] : INFO : Epoch 1693 | loss: 0.0311918 | val_loss: 0.0311973 | Time: 3156.29 ms
[2022-03-09 22:06:08 main:574] : INFO : Epoch 1694 | loss: 0.0311914 | val_loss: 0.0311945 | Time: 2992.62 ms
[2022-03-09 22:06:12 main:574] : INFO : Epoch 1695 | loss: 0.0311915 | val_loss: 0.0311958 | Time: 3839.52 ms
[2022-03-09 22:06:15 main:574] : INFO : Epoch 1696 | loss: 0.0311926 | val_loss: 0.0311984 | Time: 3426.63 ms
[2022-03-09 22:06:18 main:574] : INFO : Epoch 1697 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 2485.03 ms
[2022-03-09 22:06:21 main:574] : INFO : Epoch 1698 | loss: 0.0311908 | val_loss: 0.0311966 | Time: 3251.84 ms
[2022-03-09 22:06:24 main:574] : INFO : Epoch 1699 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 3409.13 ms
[2022-03-09 22:06:28 main:574] : INFO : Epoch 1700 | loss: 0.0311901 | val_loss: 0.0311958 | Time: 3865.47 ms
[2022-03-09 22:06:32 main:574] : INFO : Epoch 1701 | loss: 0.0311891 | val_loss: 0.0311976 | Time: 3313.82 ms
[2022-03-09 22:06:35 main:574] : INFO : Epoch 1702 | loss: 0.0311895 | val_loss: 0.0311939 | Time: 3407.29 ms
[2022-03-09 22:06:38 main:574] : INFO : Epoch 1703 | loss: 0.0311897 | val_loss: 0.0311956 | Time: 3034.09 ms
[2022-03-09 22:06:41 main:574] : INFO : Epoch 1704 | loss: 0.0311891 | val_loss: 0.0311986 | Time: 2999.45 ms
[2022-03-09 22:06:45 main:574] : INFO : Epoch 1705 | loss: 0.0311893 | val_loss: 0.0311966 | Time: 3285.98 ms
[2022-03-09 22:06:47 main:574] : INFO : Epoch 1706 | loss: 0.0311897 | val_loss: 0.0311943 | Time: 2508.62 ms
[2022-03-09 22:06:50 main:574] : INFO : Epoch 1707 | loss: 0.0311896 | val_loss: 0.031194 | Time: 2335.31 ms
[2022-03-09 22:06:53 main:574] : INFO : Epoch 1708 | loss: 0.0311895 | val_loss: 0.0311969 | Time: 2995.24 ms
[2022-03-09 22:06:56 main:574] : INFO : Epoch 1709 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 2889.59 ms
[2022-03-09 22:06:58 main:574] : INFO : Epoch 1710 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 2720.26 ms
[2022-03-09 22:07:01 main:574] : INFO : Epoch 1711 | loss: 0.0311883 | val_loss: 0.0311964 | Time: 2972.15 ms
[2022-03-09 22:07:05 main:574] : INFO : Epoch 1712 | loss: 0.0311888 | val_loss: 0.0311947 | Time: 3169.61 ms
[2022-03-09 22:07:08 main:574] : INFO : Epoch 1713 | loss: 0.0311876 | val_loss: 0.0311942 | Time: 3138.59 ms
[2022-03-09 22:07:10 main:574] : INFO : Epoch 1714 | loss: 0.0311884 | val_loss: 0.0311969 | Time: 2448.95 ms
[2022-03-09 22:07:13 main:574] : INFO : Epoch 1715 | loss: 0.0311887 | val_loss: 0.0311984 | Time: 3211.78 ms
[2022-03-09 22:07:17 main:574] : INFO : Epoch 1716 | loss: 0.0311902 | val_loss: 0.0311941 | Time: 3280.03 ms
[2022-03-09 22:07:20 main:574] : INFO : Epoch 1717 | loss: 0.031189 | val_loss: 0.0311948 | Time: 3168.66 ms
[2022-03-09 22:07:23 main:574] : INFO : Epoch 1718 | loss: 0.0311982 | val_loss: 0.0312003 | Time: 2731.5 ms
[2022-03-09 22:07:26 main:574] : INFO : Epoch 1719 | loss: 0.0311979 | val_loss: 0.0312064 | Time: 3454.83 ms
[2022-03-09 22:07:30 main:574] : INFO : Epoch 1720 | loss: 0.0311941 | val_loss: 0.0311987 | Time: 3465.38 ms
[2022-03-09 22:07:33 main:574] : INFO : Epoch 1721 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 3058.19 ms
[2022-03-09 22:07:35 main:574] : INFO : Epoch 1722 | loss: 0.0311905 | val_loss: 0.0311945 | Time: 2566.64 ms
[2022-03-09 22:07:38 main:574] : INFO : Epoch 1723 | loss: 0.0311886 | val_loss: 0.0311958 | Time: 2591.57 ms
[2022-03-09 22:07:41 main:574] : INFO : Epoch 1724 | loss: 0.0311887 | val_loss: 0.031195 | Time: 2992.65 ms
[2022-03-09 22:07:44 main:574] : INFO : Epoch 1725 | loss: 0.0311909 | val_loss: 0.0311957 | Time: 2878.32 ms
[2022-03-09 22:07:47 main:574] : INFO : Epoch 1726 | loss: 0.0311882 | val_loss: 0.0311949 | Time: 2478.36 ms
[2022-03-09 22:07:50 main:574] : INFO : Epoch 1727 | loss: 0.0311896 | val_loss: 0.0311967 | Time: 3078.69 ms
[2022-03-09 22:07:53 main:574] : INFO : Epoch 1728 | loss: 0.031189 | val_loss: 0.0311984 | Time: 2901.01 ms
[2022-03-09 22:07:55 main:574] : INFO : Epoch 1729 | loss: 0.0311878 | val_loss: 0.0311945 | Time: 2703.55 ms
[2022-03-09 22:07:59 main:574] : INFO : Epoch 1730 | loss: 0.0311868 | val_loss: 0.0312017 | Time: 3705.83 ms
[2022-03-09 22:08:02 main:574] : INFO : Epoch 1731 | loss: 0.0311879 | val_loss: 0.0311948 | Time: 3162.9 ms
[2022-03-09 22:08:06 main:574] : INFO : Epoch 1732 | loss: 0.0311866 | val_loss: 0.0311954 | Time: 3260.26 ms
[2022-03-09 22:08:09 main:574] : INFO : Epoch 1733 | loss: 0.0311868 | val_loss: 0.0311949 | Time: 3607.45 ms
[2022-03-09 22:08:13 main:574] : INFO : Epoch 1734 | loss: 0.0311866 | val_loss: 0.0311949 | Time: 3702.94 ms
[2022-03-09 22:08:16 main:574] : INFO : Epoch 1735 | loss: 0.0311862 | val_loss: 0.0311954 | Time: 3035.47 ms
[2022-03-09 22:08:19 main:574] : INFO : Epoch 1736 | loss: 0.0311862 | val_loss: 0.0311949 | Time: 3142.86 ms
[2022-03-09 22:08:22 main:574] : INFO : Epoch 1737 | loss: 0.031187 | val_loss: 0.031195 | Time: 3032.16 ms
[2022-03-09 22:08:26 main:574] : INFO : Epoch 1738 | loss: 0.0311869 | val_loss: 0.0311988 | Time: 3082.04 ms
[2022-03-09 22:08:29 main:574] : INFO : Epoch 1739 | loss: 0.0311881 | val_loss: 0.0311954 | Time: 3653.29 ms
[2022-03-09 22:08:32 main:574] : INFO : Epoch 1740 | loss: 0.031187 | val_loss: 0.0311937 | Time: 2831.07 ms
[2022-03-09 22:08:35 main:574] : INFO : Epoch 1741 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 2560.01 ms
[2022-03-09 22:08:38 main:574] : INFO : Epoch 1742 | loss: 0.0311857 | val_loss: 0.0311964 | Time: 3096.49 ms
[2022-03-09 22:08:41 main:574] : INFO : Epoch 1743 | loss: 0.0311902 | val_loss: 0.0311967 | Time: 2671.61 ms
[2022-03-09 22:08:43 main:574] : INFO : Epoch 1744 | loss: 0.0311915 | val_loss: 0.0311965 | Time: 2437.83 ms
[2022-03-09 22:08:46 main:574] : INFO : Epoch 1745 | loss: 0.0311883 | val_loss: 0.0311962 | Time: 2536.97 ms
[2022-03-09 22:08:49 main:574] : INFO : Epoch 1746 | loss: 0.0311875 | val_loss: 0.0311957 | Time: 2924.46 ms
[2022-03-09 22:08:52 main:574] : INFO : Epoch 1747 | loss: 0.0311868 | val_loss: 0.0311944 | Time: 3116.11 ms
[2022-03-09 22:08:54 main:574] : INFO : Epoch 1748 | loss: 0.0311891 | val_loss: 0.0311961 | Time: 2513.85 ms
[2022-03-09 22:08:57 main:574] : INFO : Epoch 1749 | loss: 0.0311858 | val_loss: 0.0311957 | Time: 2553.71 ms
[2022-03-09 22:09:00 main:574] : INFO : Epoch 1750 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 2760.31 ms
[2022-03-09 22:09:03 main:574] : INFO : Epoch 1751 | loss: 0.0311849 | val_loss: 0.0311963 | Time: 3052.61 ms
[2022-03-09 22:09:06 main:574] : INFO : Epoch 1752 | loss: 0.0311856 | val_loss: 0.0312007 | Time: 2804.38 ms
[2022-03-09 22:09:08 main:574] : INFO : Epoch 1753 | loss: 0.0311901 | val_loss: 0.0311948 | Time: 2619.65 ms
[2022-03-09 22:09:11 main:574] : INFO : Epoch 1754 | loss: 0.0311862 | val_loss: 0.0311956 | Time: 2656.03 ms
[2022-03-09 22:09:14 main:574] : INFO : Epoch 1755 | loss: 0.0311849 | val_loss: 0.0311969 | Time: 2885.76 ms
[2022-03-09 22:09:17 main:574] : INFO : Epoch 1756 | loss: 0.0311874 | val_loss: 0.0311963 | Time: 3241.87 ms
[2022-03-09 22:09:21 main:574] : INFO : Epoch 1757 | loss: 0.0311863 | val_loss: 0.0311962 | Time: 4081.81 ms
[2022-03-09 22:09:24 main:574] : INFO : Epoch 1758 | loss: 0.031189 | val_loss: 0.0311944 | Time: 2506.96 ms
[2022-03-09 22:09:26 main:574] : INFO : Epoch 1759 | loss: 0.0311856 | val_loss: 0.0311946 | Time: 2412.21 ms
[2022-03-09 22:09:29 main:574] : INFO : Epoch 1760 | loss: 0.0311864 | val_loss: 0.0312006 | Time: 2660.03 ms
[2022-03-09 22:09:32 main:574] : INFO : Epoch 1761 | loss: 0.0311944 | val_loss: 0.0312031 | Time: 2865.35 ms
[2022-03-09 22:09:35 main:574] : INFO : Epoch 1762 | loss: 0.0311908 | val_loss: 0.0311972 | Time: 2513.51 ms
[2022-03-09 22:09:37 main:574] : INFO : Epoch 1763 | loss: 0.0311899 | val_loss: 0.0311945 | Time: 2750.64 ms
[2022-03-09 22:09:40 main:574] : INFO : Epoch 1764 | loss: 0.0311887 | val_loss: 0.0311971 | Time: 2792.05 ms
[2022-03-09 22:09:43 main:574] : INFO : Epoch 1765 | loss: 0.0311887 | val_loss: 0.0311968 | Time: 2768.93 ms
[2022-03-09 22:09:45 main:574] : INFO : Epoch 1766 | loss: 0.0311884 | val_loss: 0.0311935 | Time: 2454.52 ms
[2022-03-09 22:09:48 main:574] : INFO : Epoch 1767 | loss: 0.0311879 | val_loss: 0.0311953 | Time: 2728.31 ms
[2022-03-09 22:09:51 main:574] : INFO : Epoch 1768 | loss: 0.031186 | val_loss: 0.0311972 | Time: 2466.48 ms
[2022-03-09 22:09:53 main:574] : INFO : Epoch 1769 | loss: 0.031185 | val_loss: 0.0311973 | Time: 2359.73 ms
[2022-03-09 22:09:56 main:574] : INFO : Epoch 1770 | loss: 0.031185 | val_loss: 0.0311971 | Time: 2700.58 ms
[2022-03-09 22:09:59 main:574] : INFO : Epoch 1771 | loss: 0.031187 | val_loss: 0.031196 | Time: 2686.29 ms
[2022-03-09 22:10:02 main:574] : INFO : Epoch 1772 | loss: 0.0311866 | val_loss: 0.0311975 | Time: 3625.83 ms
[2022-03-09 22:10:05 main:574] : INFO : Epoch 1773 | loss: 0.0311876 | val_loss: 0.031197 | Time: 2840.59 ms
[2022-03-09 22:10:08 main:574] : INFO : Epoch 1774 | loss: 0.0311872 | val_loss: 0.0312003 | Time: 2590.56 ms
[2022-03-09 22:10:11 main:574] : INFO : Epoch 1775 | loss: 0.0311887 | val_loss: 0.031196 | Time: 2826.3 ms
[2022-03-09 22:10:13 main:574] : INFO : Epoch 1776 | loss: 0.031187 | val_loss: 0.0311982 | Time: 2665.94 ms
[2022-03-09 22:10:16 main:574] : INFO : Epoch 1777 | loss: 0.0311883 | val_loss: 0.031196 | Time: 2403.18 ms
[2022-03-09 22:10:18 main:574] : INFO : Epoch 1778 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 2440.25 ms
[2022-03-09 22:10:21 main:574] : INFO : Epoch 1779 | loss: 0.0311905 | val_loss: 0.0311968 | Time: 2747.57 ms
[2022-03-09 22:10:24 main:574] : INFO : Epoch 1780 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 2828.87 ms
[2022-03-09 22:10:28 main:574] : INFO : Epoch 1781 | loss: 0.0311867 | val_loss: 0.0311967 | Time: 3843.27 ms
[2022-03-09 22:10:31 main:574] : INFO : Epoch 1782 | loss: 0.0311872 | val_loss: 0.0311957 | Time: 2715.03 ms
[2022-03-09 22:10:34 main:574] : INFO : Epoch 1783 | loss: 0.0311863 | val_loss: 0.0311947 | Time: 2965.94 ms
[2022-03-09 22:10:36 main:574] : INFO : Epoch 1784 | loss: 0.0311862 | val_loss: 0.0311947 | Time: 2690.25 ms
[2022-03-09 22:10:39 main:574] : INFO : Epoch 1785 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 2848.96 ms
[2022-03-09 22:10:42 main:574] : INFO : Epoch 1786 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 2923.21 ms
[2022-03-09 22:10:45 main:574] : INFO : Epoch 1787 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 2951.94 ms
[2022-03-09 22:10:48 main:574] : INFO : Epoch 1788 | loss: 0.0311917 | val_loss: 0.0311947 | Time: 3245.36 ms
[2022-03-09 22:10:52 main:574] : INFO : Epoch 1789 | loss: 0.0311913 | val_loss: 0.031197 | Time: 3453.54 ms
[2022-03-09 22:10:55 main:574] : INFO : Epoch 1790 | loss: 0.0311907 | val_loss: 0.0311957 | Time: 3207.96 ms
[2022-03-09 22:10:58 main:574] : INFO : Epoch 1791 | loss: 0.0311886 | val_loss: 0.031195 | Time: 2827.02 ms
[2022-03-09 22:11:02 main:574] : INFO : Epoch 1792 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 3850.8 ms
[2022-03-09 22:11:05 main:574] : INFO : Epoch 1793 | loss: 0.0311878 | val_loss: 0.031199 | Time: 2902.89 ms
[2022-03-09 22:11:08 main:574] : INFO : Epoch 1794 | loss: 0.0311941 | val_loss: 0.0312039 | Time: 3008.43 ms
[2022-03-09 22:11:11 main:574] : INFO : Epoch 1795 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 2736.82 ms
[2022-03-09 22:11:14 main:574] : INFO : Epoch 1796 | loss: 0.0311872 | val_loss: 0.0311952 | Time: 3761 ms
[2022-03-09 22:11:17 main:574] : INFO : Epoch 1797 | loss: 0.0311882 | val_loss: 0.0311958 | Time: 2588.66 ms
[2022-03-09 22:11:20 main:574] : INFO : Epoch 1798 | loss: 0.0311863 | val_loss: 0.0311998 | Time: 3017.93 ms
[2022-03-09 22:11:24 main:574] : INFO : Epoch 1799 | loss: 0.0311872 | val_loss: 0.0311967 | Time: 3603.67 ms
[2022-03-09 22:11:27 main:574] : INFO : Epoch 1800 | loss: 0.0311873 | val_loss: 0.0311965 | Time: 3568.02 ms
[2022-03-09 22:11:31 main:574] : INFO : Epoch 1801 | loss: 0.0311862 | val_loss: 0.0311942 | Time: 3227.34 ms
[2022-03-09 22:11:34 main:574] : INFO : Epoch 1802 | loss: 0.0311848 | val_loss: 0.0311968 | Time: 3589.66 ms
[2022-03-09 22:11:38 main:574] : INFO : Epoch 1803 | loss: 0.0311854 | val_loss: 0.0311948 | Time: 3734.46 ms
[2022-03-09 22:11:41 main:574] : INFO : Epoch 1804 | loss: 0.031186 | val_loss: 0.0311959 | Time: 2612.58 ms
[2022-03-09 22:11:44 main:574] : INFO : Epoch 1805 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 3434.09 ms
[2022-03-09 22:11:48 main:574] : INFO : Epoch 1806 | loss: 0.0311962 | val_loss: 0.0311979 | Time: 4040.33 ms
[2022-03-09 22:11:52 main:574] : INFO : Epoch 1807 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 3230.47 ms
[2022-03-09 22:11:55 main:574] : INFO : Epoch 1808 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 3257.22 ms
[2022-03-09 22:11:58 main:574] : INFO : Epoch 1809 | loss: 0.0311933 | val_loss: 0.0311988 | Time: 3208.21 ms
[2022-03-09 22:12:01 main:574] : INFO : Epoch 1810 | loss: 0.0311912 | val_loss: 0.0311997 | Time: 2344.34 ms
[2022-03-09 22:12:03 main:574] : INFO : Epoch 1811 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 2875.7 ms
[2022-03-09 22:12:07 main:574] : INFO : Epoch 1812 | loss: 0.0311901 | val_loss: 0.0311971 | Time: 3652.26 ms
[2022-03-09 22:12:11 main:574] : INFO : Epoch 1813 | loss: 0.0311896 | val_loss: 0.0311962 | Time: 3414.37 ms
[2022-03-09 22:12:14 main:574] : INFO : Epoch 1814 | loss: 0.0311896 | val_loss: 0.0312042 | Time: 3277.25 ms
[2022-03-09 22:12:17 main:574] : INFO : Epoch 1815 | loss: 0.0311924 | val_loss: 0.0311949 | Time: 3115.67 ms
[2022-03-09 22:12:20 main:574] : INFO : Epoch 1816 | loss: 0.0311901 | val_loss: 0.0311947 | Time: 3213.4 ms
[2022-03-09 22:12:24 main:574] : INFO : Epoch 1817 | loss: 0.0311884 | val_loss: 0.0311942 | Time: 3260.81 ms
[2022-03-09 22:12:27 main:574] : INFO : Epoch 1818 | loss: 0.0311874 | val_loss: 0.0311947 | Time: 3394.91 ms
[2022-03-09 22:12:30 main:574] : INFO : Epoch 1819 | loss: 0.0311865 | val_loss: 0.0311975 | Time: 3111.36 ms
[2022-03-09 22:12:34 main:574] : INFO : Epoch 1820 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 3443.3 ms
[2022-03-09 22:12:38 main:574] : INFO : Epoch 1821 | loss: 0.0311895 | val_loss: 0.0312043 | Time: 3995.39 ms
[2022-03-09 22:12:41 main:574] : INFO : Epoch 1822 | loss: 0.0311899 | val_loss: 0.0311966 | Time: 3410.26 ms
[2022-03-09 22:12:44 main:574] : INFO : Epoch 1823 | loss: 0.0311905 | val_loss: 0.0312 | Time: 2702.93 ms
[2022-03-09 22:12:47 main:574] : INFO : Epoch 1824 | loss: 0.0311881 | val_loss: 0.0311969 | Time: 3045.73 ms
[2022-03-09 22:12:51 main:574] : INFO : Epoch 1825 | loss: 0.0311872 | val_loss: 0.0311974 | Time: 3781.29 ms
[2022-03-09 22:12:53 main:574] : INFO : Epoch 1826 | loss: 0.0311873 | val_loss: 0.0311949 | Time: 2601.6 ms
[2022-03-09 22:12:56 main:574] : INFO : Epoch 1827 | loss: 0.031187 | val_loss: 0.0311958 | Time: 2560.72 ms
[2022-03-09 22:12:59 main:574] : INFO : Epoch 1828 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 2502.19 ms
[2022-03-09 22:13:02 main:574] : INFO : Epoch 1829 | loss: 0.0311864 | val_loss: 0.0311951 | Time: 3065.26 ms
[2022-03-09 22:13:06 main:574] : INFO : Epoch 1830 | loss: 0.0311857 | val_loss: 0.0311955 | Time: 3919.12 ms
[2022-03-09 22:13:10 main:574] : INFO : Epoch 1831 | loss: 0.0311851 | val_loss: 0.0312011 | Time: 4600.52 ms
[2022-03-09 22:13:13 main:574] : INFO : Epoch 1832 | loss: 0.0311859 | val_loss: 0.0312002 | Time: 3104.68 ms
[2022-03-09 22:13:16 main:574] : INFO : Epoch 1833 | loss: 0.0311873 | val_loss: 0.0311956 | Time: 2915.08 ms
[2022-03-09 22:13:19 main:574] : INFO : Epoch 1834 | loss: 0.0311867 | val_loss: 0.0311959 | Time: 2716.6 ms
[2022-03-09 22:13:22 main:574] : INFO : Epoch 1835 | loss: 0.0311901 | val_loss: 0.031198 | Time: 2488.75 ms
[2022-03-09 22:13:24 main:574] : INFO : Epoch 1836 | loss: 0.0311914 | val_loss: 0.0311963 | Time: 2662.4 ms
[2022-03-09 22:13:27 main:574] : INFO : Epoch 1837 | loss: 0.0311887 | val_loss: 0.0311984 | Time: 2736.47 ms
[2022-03-09 22:13:30 main:574] : INFO : Epoch 1838 | loss: 0.031187 | val_loss: 0.0312034 | Time: 3220.91 ms
[2022-03-09 22:13:34 main:574] : INFO : Epoch 1839 | loss: 0.0311891 | val_loss: 0.0311973 | Time: 3467.99 ms
[2022-03-09 22:13:37 main:574] : INFO : Epoch 1840 | loss: 0.0311873 | val_loss: 0.0311962 | Time: 3194.17 ms
[2022-03-09 22:13:41 main:574] : INFO : Epoch 1841 | loss: 0.0311881 | val_loss: 0.0311958 | Time: 3434.44 ms
[2022-03-09 22:13:43 main:574] : INFO : Epoch 1842 | loss: 0.0311893 | val_loss: 0.0311997 | Time: 2499.31 ms
[2022-03-09 22:13:46 main:574] : INFO : Epoch 1843 | loss: 0.0311864 | val_loss: 0.031194 | Time: 2819.28 ms
[2022-03-09 22:13:49 main:574] : INFO : Epoch 1844 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 2411.84 ms
[2022-03-09 22:13:51 main:574] : INFO : Epoch 1845 | loss: 0.0311854 | val_loss: 0.0311931 | Time: 2484.39 ms
[2022-03-09 22:13:54 main:574] : INFO : Epoch 1846 | loss: 0.0311848 | val_loss: 0.0311947 | Time: 2807.6 ms
[2022-03-09 22:13:57 main:574] : INFO : Epoch 1847 | loss: 0.0311844 | val_loss: 0.031193 | Time: 2993.07 ms
[2022-03-09 22:14:00 main:574] : INFO : Epoch 1848 | loss: 0.0311847 | val_loss: 0.0311931 | Time: 3429.13 ms
[2022-03-09 22:14:04 main:574] : INFO : Epoch 1849 | loss: 0.0311867 | val_loss: 0.031196 | Time: 4057.1 ms
[2022-03-09 22:14:07 main:574] : INFO : Epoch 1850 | loss: 0.0311886 | val_loss: 0.0312041 | Time: 2875 ms
[2022-03-09 22:14:11 main:574] : INFO : Epoch 1851 | loss: 0.031186 | val_loss: 0.0311959 | Time: 3093.64 ms
[2022-03-09 22:14:13 main:574] : INFO : Epoch 1852 | loss: 0.0311848 | val_loss: 0.0311937 | Time: 2835.33 ms
[2022-03-09 22:14:16 main:574] : INFO : Epoch 1853 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 2635.69 ms
[2022-03-09 22:14:19 main:574] : INFO : Epoch 1854 | loss: 0.0311861 | val_loss: 0.0311925 | Time: 2677.34 ms
[2022-03-09 22:14:22 main:574] : INFO : Epoch 1855 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 2854.19 ms
[2022-03-09 22:14:26 main:574] : INFO : Epoch 1856 | loss: 0.0311855 | val_loss: 0.0311944 | Time: 3824.3 ms
[2022-03-09 22:14:30 main:574] : INFO : Epoch 1857 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 3951.49 ms
[2022-03-09 22:14:33 main:574] : INFO : Epoch 1858 | loss: 0.0311844 | val_loss: 0.0311942 | Time: 3469.76 ms
[2022-03-09 22:14:36 main:574] : INFO : Epoch 1859 | loss: 0.0311845 | val_loss: 0.0311929 | Time: 2774.14 ms
[2022-03-09 22:14:39 main:574] : INFO : Epoch 1860 | loss: 0.0311836 | val_loss: 0.0311929 | Time: 3105.86 ms
[2022-03-09 22:14:42 main:574] : INFO : Epoch 1861 | loss: 0.0311837 | val_loss: 0.0311971 | Time: 3409.61 ms
[2022-03-09 22:14:45 main:574] : INFO : Epoch 1862 | loss: 0.0311908 | val_loss: 0.0311974 | Time: 2984.79 ms
[2022-03-09 22:14:49 main:574] : INFO : Epoch 1863 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 3514.96 ms
[2022-03-09 22:14:53 main:574] : INFO : Epoch 1864 | loss: 0.031188 | val_loss: 0.0311956 | Time: 3926.44 ms
[2022-03-09 22:14:57 main:574] : INFO : Epoch 1865 | loss: 0.0311868 | val_loss: 0.0311942 | Time: 3584.1 ms
[2022-03-09 22:15:00 main:574] : INFO : Epoch 1866 | loss: 0.0311885 | val_loss: 0.0311952 | Time: 3121.24 ms
[2022-03-09 22:15:03 main:574] : INFO : Epoch 1867 | loss: 0.0311891 | val_loss: 0.0311985 | Time: 3129.17 ms
[2022-03-09 22:15:06 main:574] : INFO : Epoch 1868 | loss: 0.0311877 | val_loss: 0.0311949 | Time: 2891.9 ms
[2022-03-09 22:15:09 main:574] : INFO : Epoch 1869 | loss: 0.0311851 | val_loss: 0.0311965 | Time: 3121.6 ms
[2022-03-09 22:15:13 main:574] : INFO : Epoch 1870 | loss: 0.0311866 | val_loss: 0.031193 | Time: 4251.58 ms
[2022-03-09 22:15:17 main:574] : INFO : Epoch 1871 | loss: 0.0311844 | val_loss: 0.0311923 | Time: 3285.44 ms
[2022-03-09 22:15:20 main:574] : INFO : Epoch 1872 | loss: 0.0311843 | val_loss: 0.0311957 | Time: 3279.57 ms
[2022-03-09 22:15:23 main:574] : INFO : Epoch 1873 | loss: 0.0311864 | val_loss: 0.031196 | Time: 3272.9 ms
[2022-03-09 22:15:26 main:574] : INFO : Epoch 1874 | loss: 0.0311863 | val_loss: 0.0311992 | Time: 2880.51 ms
[2022-03-09 22:15:29 main:574] : INFO : Epoch 1875 | loss: 0.0311874 | val_loss: 0.0311967 | Time: 2856.45 ms
[2022-03-09 22:15:33 main:574] : INFO : Epoch 1876 | loss: 0.0311866 | val_loss: 0.031193 | Time: 3430.36 ms
[2022-03-09 22:15:38 main:574] : INFO : Epoch 1877 | loss: 0.0311857 | val_loss: 0.0311951 | Time: 5324.83 ms
[2022-03-09 22:15:42 main:574] : INFO : Epoch 1878 | loss: 0.0311857 | val_loss: 0.0311952 | Time: 3924 ms
[2022-03-09 22:15:45 main:574] : INFO : Epoch 1879 | loss: 0.0311849 | val_loss: 0.0311946 | Time: 2767.34 ms
[2022-03-09 22:15:48 main:574] : INFO : Epoch 1880 | loss: 0.031185 | val_loss: 0.0311956 | Time: 2992.83 ms
[2022-03-09 22:15:51 main:574] : INFO : Epoch 1881 | loss: 0.0311856 | val_loss: 0.0311989 | Time: 2934.63 ms
[2022-03-09 22:15:53 main:574] : INFO : Epoch 1882 | loss: 0.0311846 | val_loss: 0.0311924 | Time: 2544.81 ms
[2022-03-09 22:15:56 main:574] : INFO : Epoch 1883 | loss: 0.0311839 | val_loss: 0.0311923 | Time: 2443.16 ms
[2022-03-09 22:16:01 main:574] : INFO : Epoch 1884 | loss: 0.0311838 | val_loss: 0.0311954 | Time: 4875.21 ms
[2022-03-09 22:16:04 main:574] : INFO : Epoch 1885 | loss: 0.0311844 | val_loss: 0.0311942 | Time: 2938.94 ms
[2022-03-09 22:16:07 main:574] : INFO : Epoch 1886 | loss: 0.0311835 | val_loss: 0.0311969 | Time: 3016.45 ms
[2022-03-09 22:16:10 main:574] : INFO : Epoch 1887 | loss: 0.0311848 | val_loss: 0.0311939 | Time: 2944.98 ms
[2022-03-09 22:16:13 main:574] : INFO : Epoch 1888 | loss: 0.0311824 | val_loss: 0.0311932 | Time: 3214.96 ms
[2022-03-09 22:16:16 main:574] : INFO : Epoch 1889 | loss: 0.0311831 | val_loss: 0.0311929 | Time: 2784.16 ms
[2022-03-09 22:16:19 main:574] : INFO : Epoch 1890 | loss: 0.0311823 | val_loss: 0.0311928 | Time: 2770.01 ms
[2022-03-09 22:16:22 main:574] : INFO : Epoch 1891 | loss: 0.0311826 | val_loss: 0.0311953 | Time: 2930.88 ms
[2022-03-09 22:16:24 main:574] : INFO : Epoch 1892 | loss: 0.0311826 | val_loss: 0.0311927 | Time: 2624.31 ms
[2022-03-09 22:16:27 main:574] : INFO : Epoch 1893 | loss: 0.0311838 | val_loss: 0.031194 | Time: 3134.29 ms
[2022-03-09 22:16:31 main:574] : INFO : Epoch 1894 | loss: 0.031182 | val_loss: 0.0311936 | Time: 3349.26 ms
[2022-03-09 22:16:34 main:574] : INFO : Epoch 1895 | loss: 0.0311813 | val_loss: 0.031191 | Time: 3412.01 ms
[2022-03-09 22:16:38 main:574] : INFO : Epoch 1896 | loss: 0.031181 | val_loss: 0.0311922 | Time: 3293.09 ms
[2022-03-09 22:16:41 main:574] : INFO : Epoch 1897 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 3206.49 ms
[2022-03-09 22:16:44 main:574] : INFO : Epoch 1898 | loss: 0.031184 | val_loss: 0.0311943 | Time: 3264.71 ms
[2022-03-09 22:16:48 main:574] : INFO : Epoch 1899 | loss: 0.0311815 | val_loss: 0.0311922 | Time: 3408.85 ms
[2022-03-09 22:16:51 main:574] : INFO : Epoch 1900 | loss: 0.0311828 | val_loss: 0.031195 | Time: 3102.07 ms
[2022-03-09 22:16:55 main:574] : INFO : Epoch 1901 | loss: 0.0311842 | val_loss: 0.0311958 | Time: 3890.15 ms
[2022-03-09 22:16:58 main:574] : INFO : Epoch 1902 | loss: 0.0311828 | val_loss: 0.0311931 | Time: 3145.37 ms
[2022-03-09 22:17:01 main:574] : INFO : Epoch 1903 | loss: 0.0311819 | val_loss: 0.0311939 | Time: 2882.11 ms
[2022-03-09 22:17:04 main:574] : INFO : Epoch 1904 | loss: 0.031183 | val_loss: 0.0311944 | Time: 2668.86 ms
[2022-03-09 22:17:06 main:574] : INFO : Epoch 1905 | loss: 0.0311841 | val_loss: 0.0311951 | Time: 2577.47 ms
[2022-03-09 22:17:09 main:574] : INFO : Epoch 1906 | loss: 0.0311852 | val_loss: 0.0311963 | Time: 2541.23 ms
[2022-03-09 22:17:13 main:574] : INFO : Epoch 1907 | loss: 0.0311828 | val_loss: 0.0311914 | Time: 3733.02 ms
[2022-03-09 22:17:16 main:574] : INFO : Epoch 1908 | loss: 0.0311814 | val_loss: 0.0311918 | Time: 3407.47 ms
[2022-03-09 22:17:20 main:574] : INFO : Epoch 1909 | loss: 0.0311809 | val_loss: 0.0311934 | Time: 4140.79 ms
[2022-03-09 22:17:23 main:574] : INFO : Epoch 1910 | loss: 0.0311805 | val_loss: 0.0311968 | Time: 3159.2 ms
[2022-03-09 22:17:26 main:574] : INFO : Epoch 1911 | loss: 0.0311839 | val_loss: 0.0311956 | Time: 2799.53 ms
[2022-03-09 22:17:29 main:574] : INFO : Epoch 1912 | loss: 0.0311847 | val_loss: 0.0311939 | Time: 2577.99 ms
[2022-03-09 22:17:32 main:574] : INFO : Epoch 1913 | loss: 0.0311887 | val_loss: 0.0311999 | Time: 3246.74 ms
[2022-03-09 22:17:36 main:574] : INFO : Epoch 1914 | loss: 0.0312009 | val_loss: 0.0311998 | Time: 3362.33 ms
[2022-03-09 22:17:40 main:574] : INFO : Epoch 1915 | loss: 0.031196 | val_loss: 0.0311974 | Time: 3843.1 ms
[2022-03-09 22:17:43 main:574] : INFO : Epoch 1916 | loss: 0.0311927 | val_loss: 0.0311947 | Time: 3334.63 ms
[2022-03-09 22:17:46 main:574] : INFO : Epoch 1917 | loss: 0.0311909 | val_loss: 0.0311954 | Time: 3178.48 ms
[2022-03-09 22:17:49 main:574] : INFO : Epoch 1918 | loss: 0.0311919 | val_loss: 0.031196 | Time: 2964.11 ms
[2022-03-09 22:17:52 main:574] : INFO : Epoch 1919 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 2803.78 ms
[2022-03-09 22:17:55 main:574] : INFO : Epoch 1920 | loss: 0.0311916 | val_loss: 0.0311943 | Time: 2724.38 ms
[2022-03-09 22:17:57 main:574] : INFO : Epoch 1921 | loss: 0.0311902 | val_loss: 0.0311986 | Time: 2657.38 ms
[2022-03-09 22:18:00 main:574] : INFO : Epoch 1922 | loss: 0.0311888 | val_loss: 0.0311949 | Time: 2923.95 ms
[2022-03-09 22:18:04 main:574] : INFO : Epoch 1923 | loss: 0.0311943 | val_loss: 0.0311992 | Time: 3269.9 ms
[2022-03-09 22:18:07 main:574] : INFO : Epoch 1924 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 3015.41 ms
[2022-03-09 22:18:10 main:574] : INFO : Epoch 1925 | loss: 0.0311893 | val_loss: 0.0311987 | Time: 3257.7 ms
[2022-03-09 22:18:13 main:574] : INFO : Epoch 1926 | loss: 0.0311975 | val_loss: 0.0312038 | Time: 3161.84 ms
[2022-03-09 22:18:17 main:574] : INFO : Epoch 1927 | loss: 0.031201 | val_loss: 0.0312001 | Time: 3218.87 ms
[2022-03-09 22:18:20 main:574] : INFO : Epoch 1928 | loss: 0.0311987 | val_loss: 0.0311987 | Time: 3474.39 ms
[2022-03-09 22:18:23 main:574] : INFO : Epoch 1929 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 3293.65 ms
[2022-03-09 22:18:26 main:574] : INFO : Epoch 1930 | loss: 0.031196 | val_loss: 0.0312023 | Time: 2940.22 ms
[2022-03-09 22:18:30 main:574] : INFO : Epoch 1931 | loss: 0.0311968 | val_loss: 0.0312015 | Time: 3468.27 ms
[2022-03-09 22:18:33 main:574] : INFO : Epoch 1932 | loss: 0.0311954 | val_loss: 0.0311971 | Time: 2719.98 ms
[2022-03-09 22:18:36 main:574] : INFO : Epoch 1933 | loss: 0.0311945 | val_loss: 0.0311968 | Time: 3320.75 ms
[2022-03-09 22:18:39 main:574] : INFO : Epoch 1934 | loss: 0.0311952 | val_loss: 0.0311967 | Time: 2998.85 ms
[2022-03-09 22:18:42 main:574] : INFO : Epoch 1935 | loss: 0.031195 | val_loss: 0.031198 | Time: 2879.84 ms
[2022-03-09 22:18:45 main:574] : INFO : Epoch 1936 | loss: 0.0311971 | val_loss: 0.0311981 | Time: 3235.3 ms
[2022-03-09 22:18:49 main:574] : INFO : Epoch 1937 | loss: 0.0311958 | val_loss: 0.0311995 | Time: 3456.88 ms
[2022-03-09 22:18:51 main:574] : INFO : Epoch 1938 | loss: 0.0311986 | val_loss: 0.0311972 | Time: 2647.76 ms
[2022-03-09 22:18:54 main:574] : INFO : Epoch 1939 | loss: 0.0311981 | val_loss: 0.0311962 | Time: 2625.02 ms
[2022-03-09 22:18:58 main:574] : INFO : Epoch 1940 | loss: 0.0311973 | val_loss: 0.0311958 | Time: 3460.14 ms
[2022-03-09 22:19:00 main:574] : INFO : Epoch 1941 | loss: 0.0311964 | val_loss: 0.031195 | Time: 2830.07 ms
[2022-03-09 22:19:03 main:574] : INFO : Epoch 1942 | loss: 0.0311947 | val_loss: 0.0311999 | Time: 2754.01 ms
[2022-03-09 22:19:06 main:574] : INFO : Epoch 1943 | loss: 0.0311958 | val_loss: 0.0312031 | Time: 2625.41 ms
[2022-03-09 22:19:10 main:574] : INFO : Epoch 1944 | loss: 0.0311965 | val_loss: 0.0311962 | Time: 3660.15 ms
[2022-03-09 22:19:13 main:574] : INFO : Epoch 1945 | loss: 0.0311949 | val_loss: 0.0311951 | Time: 2848.29 ms
[2022-03-09 22:19:16 main:574] : INFO : Epoch 1946 | loss: 0.0311944 | val_loss: 0.0311958 | Time: 3229.1 ms
[2022-03-09 22:19:19 main:574] : INFO : Epoch 1947 | loss: 0.0311947 | val_loss: 0.0311976 | Time: 3130.19 ms
[2022-03-09 22:19:22 main:574] : INFO : Epoch 1948 | loss: 0.0312015 | val_loss: 0.03121 | Time: 2515.28 ms
[2022-03-09 22:19:25 main:574] : INFO : Epoch 1949 | loss: 0.031204 | val_loss: 0.0312014 | Time: 3319.7 ms
[2022-03-09 22:19:28 main:574] : INFO : Epoch 1950 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 3396.31 ms
[2022-03-09 22:19:32 main:574] : INFO : Epoch 1951 | loss: 0.0311982 | val_loss: 0.0311973 | Time: 3441.67 ms
[2022-03-09 22:19:35 main:574] : INFO : Epoch 1952 | loss: 0.031196 | val_loss: 0.0311963 | Time: 3156.59 ms
[2022-03-09 22:19:38 main:574] : INFO : Epoch 1953 | loss: 0.0311948 | val_loss: 0.0311948 | Time: 2607.12 ms
[2022-03-09 22:19:40 main:574] : INFO : Epoch 1954 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 2324.69 ms
[2022-03-09 22:19:43 main:574] : INFO : Epoch 1955 | loss: 0.0311941 | val_loss: 0.031195 | Time: 2872.55 ms
[2022-03-09 22:19:47 main:574] : INFO : Epoch 1956 | loss: 0.0311942 | val_loss: 0.0311963 | Time: 3653.44 ms
[2022-03-09 22:19:50 main:574] : INFO : Epoch 1957 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 2987.05 ms
[2022-03-09 22:19:53 main:574] : INFO : Epoch 1958 | loss: 0.0311959 | val_loss: 0.0311953 | Time: 3090.12 ms
[2022-03-09 22:19:56 main:574] : INFO : Epoch 1959 | loss: 0.0311942 | val_loss: 0.0311961 | Time: 2707.36 ms
[2022-03-09 22:19:58 main:574] : INFO : Epoch 1960 | loss: 0.0311942 | val_loss: 0.0311928 | Time: 2622.02 ms
[2022-03-09 22:20:01 main:574] : INFO : Epoch 1961 | loss: 0.0311939 | val_loss: 0.031196 | Time: 2697.91 ms
[2022-03-09 22:20:04 main:574] : INFO : Epoch 1962 | loss: 0.0311952 | val_loss: 0.0311937 | Time: 2714.46 ms
[2022-03-09 22:20:07 main:574] : INFO : Epoch 1963 | loss: 0.0311928 | val_loss: 0.0311931 | Time: 2829.6 ms
[2022-03-09 22:20:10 main:574] : INFO : Epoch 1964 | loss: 0.0311914 | val_loss: 0.0311935 | Time: 3476.61 ms
[2022-03-09 22:20:13 main:574] : INFO : Epoch 1965 | loss: 0.0311914 | val_loss: 0.0311943 | Time: 3144.86 ms
[2022-03-09 22:20:17 main:574] : INFO : Epoch 1966 | loss: 0.0311905 | val_loss: 0.031195 | Time: 3136.05 ms
[2022-03-09 22:20:20 main:574] : INFO : Epoch 1967 | loss: 0.0311893 | val_loss: 0.031194 | Time: 2983.55 ms
[2022-03-09 22:20:22 main:574] : INFO : Epoch 1968 | loss: 0.0311895 | val_loss: 0.031195 | Time: 2850.04 ms
[2022-03-09 22:20:25 main:574] : INFO : Epoch 1969 | loss: 0.0311916 | val_loss: 0.0312071 | Time: 2671.74 ms
[2022-03-09 22:20:29 main:574] : INFO : Epoch 1970 | loss: 0.0311963 | val_loss: 0.0312005 | Time: 3370.42 ms
[2022-03-09 22:20:31 main:574] : INFO : Epoch 1971 | loss: 0.03119 | val_loss: 0.0311932 | Time: 2800.14 ms
[2022-03-09 22:20:34 main:574] : INFO : Epoch 1972 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 2560.64 ms
[2022-03-09 22:20:37 main:574] : INFO : Epoch 1973 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 2569.85 ms
[2022-03-09 22:20:40 main:574] : INFO : Epoch 1974 | loss: 0.0311934 | val_loss: 0.0312062 | Time: 3587.51 ms
[2022-03-09 22:20:44 main:574] : INFO : Epoch 1975 | loss: 0.0311918 | val_loss: 0.0311927 | Time: 3513.4 ms
[2022-03-09 22:20:47 main:574] : INFO : Epoch 1976 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 3107.79 ms
[2022-03-09 22:20:51 main:574] : INFO : Epoch 1977 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 3730.9 ms
[2022-03-09 22:20:54 main:574] : INFO : Epoch 1978 | loss: 0.0311897 | val_loss: 0.031194 | Time: 3069.89 ms
[2022-03-09 22:20:57 main:574] : INFO : Epoch 1979 | loss: 0.0311915 | val_loss: 0.0311981 | Time: 3253.18 ms
[2022-03-09 22:21:00 main:574] : INFO : Epoch 1980 | loss: 0.0311916 | val_loss: 0.0311935 | Time: 2517.89 ms
[2022-03-09 22:21:02 main:574] : INFO : Epoch 1981 | loss: 0.031189 | val_loss: 0.031196 | Time: 2651.27 ms
[2022-03-09 22:21:06 main:574] : INFO : Epoch 1982 | loss: 0.031189 | val_loss: 0.0311927 | Time: 3422.63 ms
[2022-03-09 22:21:09 main:574] : INFO : Epoch 1983 | loss: 0.0311889 | val_loss: 0.0311941 | Time: 3329.94 ms
[2022-03-09 22:21:12 main:574] : INFO : Epoch 1984 | loss: 0.0311939 | val_loss: 0.0311992 | Time: 3235.98 ms
[2022-03-09 22:21:15 main:574] : INFO : Epoch 1985 | loss: 0.0312017 | val_loss: 0.031203 | Time: 2792.6 ms
[2022-03-09 22:21:18 main:574] : INFO : Epoch 1986 | loss: 0.0312018 | val_loss: 0.0311984 | Time: 2892.19 ms
[2022-03-09 22:21:21 main:574] : INFO : Epoch 1987 | loss: 0.0311999 | val_loss: 0.0312019 | Time: 2810.25 ms
[2022-03-09 22:21:24 main:574] : INFO : Epoch 1988 | loss: 0.0311986 | val_loss: 0.0311983 | Time: 3118.75 ms
[2022-03-09 22:21:28 main:574] : INFO : Epoch 1989 | loss: 0.0311993 | val_loss: 0.0311998 | Time: 3572.49 ms
[2022-03-09 22:21:31 main:574] : INFO : Epoch 1990 | loss: 0.031199 | val_loss: 0.0311967 | Time: 3191.54 ms
[2022-03-09 22:21:35 main:574] : INFO : Epoch 1991 | loss: 0.0311976 | val_loss: 0.0312003 | Time: 4279.64 ms
[2022-03-09 22:21:39 main:574] : INFO : Epoch 1992 | loss: 0.0311987 | val_loss: 0.0312003 | Time: 3732.58 ms
[2022-03-09 22:21:42 main:574] : INFO : Epoch 1993 | loss: 0.0312015 | val_loss: 0.0312082 | Time: 2720.87 ms
[2022-03-09 22:21:45 main:574] : INFO : Epoch 1994 | loss: 0.0311995 | val_loss: 0.0311955 | Time: 2883.16 ms
[2022-03-09 22:21:48 main:574] : INFO : Epoch 1995 | loss: 0.0311948 | val_loss: 0.0311944 | Time: 3145.34 ms
[2022-03-09 22:21:51 main:574] : INFO : Epoch 1996 | loss: 0.0311939 | val_loss: 0.0311963 | Time: 3375.83 ms
[2022-03-09 22:21:55 main:574] : INFO : Epoch 1997 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 3113.47 ms
[2022-03-09 22:21:57 main:574] : INFO : Epoch 1998 | loss: 0.0311933 | val_loss: 0.0311949 | Time: 2388.2 ms
[2022-03-09 22:22:00 main:574] : INFO : Epoch 1999 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 3361.68 ms
[2022-03-09 22:22:05 main:574] : INFO : Epoch 2000 | loss: 0.0311975 | val_loss: 0.0312025 | Time: 4540.95 ms
[2022-03-09 22:22:08 main:574] : INFO : Epoch 2001 | loss: 0.0311988 | val_loss: 0.0311996 | Time: 2882.06 ms
[2022-03-09 22:22:10 main:574] : INFO : Epoch 2002 | loss: 0.0311974 | val_loss: 0.0311963 | Time: 2570.58 ms
[2022-03-09 22:22:14 main:574] : INFO : Epoch 2003 | loss: 0.0311957 | val_loss: 0.0311958 | Time: 3047.2 ms
[2022-03-09 22:22:17 main:574] : INFO : Epoch 2004 | loss: 0.0311955 | val_loss: 0.0312018 | Time: 3702.43 ms
[2022-03-09 22:22:20 main:574] : INFO : Epoch 2005 | loss: 0.0311955 | val_loss: 0.031195 | Time: 2666.1 ms
[2022-03-09 22:22:23 main:574] : INFO : Epoch 2006 | loss: 0.0311955 | val_loss: 0.0311938 | Time: 2859.98 ms
[2022-03-09 22:22:26 main:574] : INFO : Epoch 2007 | loss: 0.0311959 | val_loss: 0.0311983 | Time: 2936.69 ms
[2022-03-09 22:22:29 main:574] : INFO : Epoch 2008 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 3308.17 ms
[2022-03-09 22:22:32 main:574] : INFO : Epoch 2009 | loss: 0.0311929 | val_loss: 0.0311941 | Time: 2937.39 ms
[2022-03-09 22:22:36 main:574] : INFO : Epoch 2010 | loss: 0.0311937 | val_loss: 0.0311959 | Time: 3865.55 ms
[2022-03-09 22:22:39 main:574] : INFO : Epoch 2011 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 2799.62 ms
[2022-03-09 22:22:43 main:574] : INFO : Epoch 2012 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 3520.16 ms
[2022-03-09 22:22:46 main:574] : INFO : Epoch 2013 | loss: 0.0311921 | val_loss: 0.0311928 | Time: 3677.06 ms
[2022-03-09 22:22:50 main:574] : INFO : Epoch 2014 | loss: 0.0311936 | val_loss: 0.0311974 | Time: 3398.78 ms
[2022-03-09 22:22:53 main:574] : INFO : Epoch 2015 | loss: 0.031194 | val_loss: 0.0311952 | Time: 2924.67 ms
[2022-03-09 22:22:57 main:574] : INFO : Epoch 2016 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 3906.83 ms
[2022-03-09 22:23:00 main:574] : INFO : Epoch 2017 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 3500.81 ms
[2022-03-09 22:23:03 main:574] : INFO : Epoch 2018 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 2876.25 ms
[2022-03-09 22:23:06 main:574] : INFO : Epoch 2019 | loss: 0.0311986 | val_loss: 0.0311951 | Time: 2960.52 ms
[2022-03-09 22:23:09 main:574] : INFO : Epoch 2020 | loss: 0.0311984 | val_loss: 0.0311957 | Time: 3147.86 ms
[2022-03-09 22:23:13 main:574] : INFO : Epoch 2021 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 3455.4 ms
[2022-03-09 22:23:16 main:574] : INFO : Epoch 2022 | loss: 0.0311953 | val_loss: 0.0311953 | Time: 3452.95 ms
[2022-03-09 22:23:19 main:574] : INFO : Epoch 2023 | loss: 0.031195 | val_loss: 0.0311933 | Time: 2871.53 ms
[2022-03-09 22:23:22 main:574] : INFO : Epoch 2024 | loss: 0.0311948 | val_loss: 0.031199 | Time: 2527.45 ms
[2022-03-09 22:23:25 main:574] : INFO : Epoch 2025 | loss: 0.031196 | val_loss: 0.0311949 | Time: 2830.16 ms
[2022-03-09 22:23:28 main:574] : INFO : Epoch 2026 | loss: 0.0311935 | val_loss: 0.0311942 | Time: 3838.72 ms
[2022-03-09 22:23:32 main:574] : INFO : Epoch 2027 | loss: 0.0311942 | val_loss: 0.0311946 | Time: 3219.79 ms
[2022-03-09 22:23:34 main:574] : INFO : Epoch 2028 | loss: 0.0311923 | val_loss: 0.0311954 | Time: 2602.41 ms
[2022-03-09 22:23:38 main:574] : INFO : Epoch 2029 | loss: 0.031197 | val_loss: 0.0312053 | Time: 3768.13 ms
[2022-03-09 22:23:41 main:574] : INFO : Epoch 2030 | loss: 0.0312087 | val_loss: 0.0312038 | Time: 3093.95 ms
[2022-03-09 22:23:44 main:574] : INFO : Epoch 2031 | loss: 0.031207 | val_loss: 0.0312058 | Time: 2686.72 ms
[2022-03-09 22:23:47 main:574] : INFO : Epoch 2032 | loss: 0.0312086 | val_loss: 0.0312096 | Time: 2766.91 ms
[2022-03-09 22:23:50 main:574] : INFO : Epoch 2033 | loss: 0.0312145 | val_loss: 0.0312144 | Time: 2641.13 ms
[2022-03-09 22:23:53 main:574] : INFO : Epoch 2034 | loss: 0.031215 | val_loss: 0.0312084 | Time: 3240.18 ms
[2022-03-09 22:23:56 main:574] : INFO : Epoch 2035 | loss: 0.031212 | val_loss: 0.0312048 | Time: 3246.13 ms
[2022-03-09 22:23:59 main:574] : INFO : Epoch 2036 | loss: 0.0312073 | val_loss: 0.0312035 | Time: 2676.35 ms
[2022-03-09 22:24:02 main:574] : INFO : Epoch 2037 | loss: 0.0312055 | val_loss: 0.0312015 | Time: 3152.73 ms
[2022-03-09 22:24:06 main:574] : INFO : Epoch 2038 | loss: 0.0312053 | val_loss: 0.0312048 | Time: 3731.87 ms
[2022-03-09 22:24:09 main:574] : INFO : Epoch 2039 | loss: 0.0312044 | val_loss: 0.0312024 | Time: 3624.05 ms
[2022-03-09 22:24:13 main:574] : INFO : Epoch 2040 | loss: 0.0312051 | val_loss: 0.0312062 | Time: 3735.8 ms
[2022-03-09 22:24:17 main:574] : INFO : Epoch 2041 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 4109.64 ms
[2022-03-09 22:24:20 main:574] : INFO : Epoch 2042 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 2641.82 ms
[2022-03-09 22:24:23 main:574] : INFO : Epoch 2043 | loss: 0.0323638 | val_loss: 0.0365629 | Time: 2648.54 ms
[2022-03-09 22:24:25 main:574] : INFO : Epoch 2044 | loss: 0.0360508 | val_loss: 0.0330938 | Time: 2190.14 ms
[2022-03-09 22:24:27 main:574] : INFO : Epoch 2045 | loss: 0.0342846 | val_loss: 0.0322529 | Time: 2275.63 ms
[2022-03-09 22:24:30 main:574] : INFO : Epoch 2046 | loss: 0.0318008 | val_loss: 0.031529 | Time: 2397.49 ms
[2022-03-09 22:24:34 main:574] : INFO : Epoch 2047 | loss: 0.0313283 | val_loss: 0.03127 | Time: 3093.4 ms
[2022-03-09 22:24:37 main:574] : INFO : Epoch 2048 | loss: 0.0312624 | val_loss: 0.0312532 | Time: 2699.52 ms
[2022-03-09 22:24:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312532
[2022-03-09 22:24:37 main:603] : INFO : Saving end state to config to file
[2022-03-09 22:24:37 main:608] : INFO : Success, exiting..
22:24:37 (20020): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)