Task 8718329
| Name | ParityModified-1636226216-31835-0_0 |
| Workunit | 6201698 |
| Created | 6 Nov 2021, 19:16:59 UTC |
| Sent | 10 Nov 2021, 7:50:16 UTC |
| Report deadline | 18 Nov 2021, 7:50:16 UTC |
| Received | 10 Nov 2021, 18:47:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 54 min 2 sec |
| CPU time | 1 hours 52 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310005 | val_loss: 0.0313094 | Time: 3325.14 ms
[2021-11-10 11:18:18 main:574] : INFO : Epoch 1543 | loss: 0.0309974 | val_loss: 0.0312782 | Time: 3265.19 ms
[2021-11-10 11:18:21 main:574] : INFO : Epoch 1544 | loss: 0.0310017 | val_loss: 0.0313272 | Time: 3355.25 ms
[2021-11-10 11:18:24 main:574] : INFO : Epoch 1545 | loss: 0.0310062 | val_loss: 0.0312824 | Time: 3313.17 ms
[2021-11-10 11:18:28 main:574] : INFO : Epoch 1546 | loss: 0.0310133 | val_loss: 0.0312826 | Time: 3378.63 ms
[2021-11-10 11:18:31 main:574] : INFO : Epoch 1547 | loss: 0.0310108 | val_loss: 0.0312818 | Time: 3330.76 ms
[2021-11-10 11:18:34 main:574] : INFO : Epoch 1548 | loss: 0.0310024 | val_loss: 0.0313117 | Time: 3332.51 ms
[2021-11-10 11:18:38 main:574] : INFO : Epoch 1549 | loss: 0.0310015 | val_loss: 0.0312932 | Time: 3349.34 ms
[2021-11-10 11:18:41 main:574] : INFO : Epoch 1550 | loss: 0.030997 | val_loss: 0.0312998 | Time: 3308.23 ms
[2021-11-10 11:18:44 main:574] : INFO : Epoch 1551 | loss: 0.0309956 | val_loss: 0.0313041 | Time: 3300.35 ms
[2021-11-10 11:18:48 main:574] : INFO : Epoch 1552 | loss: 0.0310037 | val_loss: 0.0312918 | Time: 3374.6 ms
[2021-11-10 11:18:51 main:574] : INFO : Epoch 1553 | loss: 0.031012 | val_loss: 0.0312853 | Time: 3352.18 ms
[2021-11-10 11:18:54 main:574] : INFO : Epoch 1554 | loss: 0.0310095 | val_loss: 0.0312871 | Time: 3275.36 ms
[2021-11-10 11:18:58 main:574] : INFO : Epoch 1555 | loss: 0.031006 | val_loss: 0.0313085 | Time: 3317.03 ms
[2021-11-10 11:19:01 main:574] : INFO : Epoch 1556 | loss: 0.0310056 | val_loss: 0.0313018 | Time: 3697.88 ms
[2021-11-10 11:19:05 main:574] : INFO : Epoch 1557 | loss: 0.0309989 | val_loss: 0.0312794 | Time: 3485.88 ms
[2021-11-10 11:19:08 main:574] : INFO : Epoch 1558 | loss: 0.0310024 | val_loss: 0.0313135 | Time: 3253.14 ms
[2021-11-10 11:19:12 main:574] : INFO : Epoch 1559 | loss: 0.0309968 | val_loss: 0.0312856 | Time: 3296.8 ms
[2021-11-10 11:19:15 main:574] : INFO : Epoch 1560 | loss: 0.0310199 | val_loss: 0.0312679 | Time: 3314.38 ms
[2021-11-10 11:19:18 main:574] : INFO : Epoch 1561 | loss: 0.0310107 | val_loss: 0.031291 | Time: 3478.57 ms
[2021-11-10 11:19:22 main:574] : INFO : Epoch 1562 | loss: 0.0310089 | val_loss: 0.031307 | Time: 3309.45 ms
[2021-11-10 11:19:25 main:574] : INFO : Epoch 1563 | loss: 0.0310042 | val_loss: 0.0312935 | Time: 3352.39 ms
[2021-11-10 11:19:28 main:574] : INFO : Epoch 1564 | loss: 0.0309987 | val_loss: 0.0312805 | Time: 3283.22 ms
[2021-11-10 11:19:32 main:574] : INFO : Epoch 1565 | loss: 0.0310014 | val_loss: 0.0312992 | Time: 3306.14 ms
[2021-11-10 11:19:35 main:574] : INFO : Epoch 1566 | loss: 0.0310048 | val_loss: 0.0313072 | Time: 3279.83 ms
[2021-11-10 11:19:38 main:574] : INFO : Epoch 1567 | loss: 0.0310033 | val_loss: 0.0312958 | Time: 3263.42 ms
[2021-11-10 11:19:42 main:574] : INFO : Epoch 1568 | loss: 0.0310033 | val_loss: 0.0312996 | Time: 3289.83 ms
[2021-11-10 11:19:45 main:574] : INFO : Epoch 1569 | loss: 0.0309993 | val_loss: 0.0312916 | Time: 3379.71 ms
[2021-11-10 11:19:48 main:574] : INFO : Epoch 1570 | loss: 0.0309993 | val_loss: 0.031324 | Time: 3314.83 ms
[2021-11-10 11:19:52 main:574] : INFO : Epoch 1571 | loss: 0.0310049 | val_loss: 0.0312964 | Time: 3312.2 ms
[2021-11-10 11:19:55 main:574] : INFO : Epoch 1572 | loss: 0.0310034 | val_loss: 0.0313202 | Time: 3441.43 ms
[2021-11-10 11:19:59 main:574] : INFO : Epoch 1573 | loss: 0.0310057 | val_loss: 0.0312975 | Time: 3409.24 ms
[2021-11-10 11:20:02 main:574] : INFO : Epoch 1574 | loss: 0.0310064 | val_loss: 0.0312993 | Time: 3228.84 ms
[2021-11-10 11:20:05 main:574] : INFO : Epoch 1575 | loss: 0.0310063 | val_loss: 0.031285 | Time: 3330.48 ms
[2021-11-10 11:20:08 main:574] : INFO : Epoch 1576 | loss: 0.0310056 | val_loss: 0.0312982 | Time: 3239.82 ms
[2021-11-10 11:20:12 main:574] : INFO : Epoch 1577 | loss: 0.031014 | val_loss: 0.0312797 | Time: 3261.82 ms
[2021-11-10 11:20:15 main:574] : INFO : Epoch 1578 | loss: 0.031023 | val_loss: 0.0312852 | Time: 3315.82 ms
[2021-11-10 11:20:18 main:574] : INFO : Epoch 1579 | loss: 0.0310016 | val_loss: 0.0312911 | Time: 3275.12 ms
[2021-11-10 11:20:22 main:574] : INFO : Epoch 1580 | loss: 0.0310125 | val_loss: 0.0312945 | Time: 3348.07 ms
[2021-11-10 11:20:25 main:574] : INFO : Epoch 1581 | loss: 0.0310027 | val_loss: 0.0312895 | Time: 3291 ms
[2021-11-10 11:20:28 main:574] : INFO : Epoch 1582 | loss: 0.031 | val_loss: 0.0313076 | Time: 3392.47 ms
[2021-11-10 11:20:32 main:574] : INFO : Epoch 1583 | loss: 0.0309973 | val_loss: 0.0312939 | Time: 3319.65 ms
[2021-11-10 11:20:35 main:574] : INFO : Epoch 1584 | loss: 0.0309976 | val_loss: 0.0313048 | Time: 3233.83 ms
[2021-11-10 11:20:38 main:574] : INFO : Epoch 1585 | loss: 0.0310005 | val_loss: 0.0312849 | Time: 3298.64 ms
[2021-11-10 11:20:42 main:574] : INFO : Epoch 1586 | loss: 0.0310031 | val_loss: 0.0312742 | Time: 3315.14 ms
[2021-11-10 11:20:45 main:574] : INFO : Epoch 1587 | loss: 0.0309958 | val_loss: 0.0312993 | Time: 3327.59 ms
[2021-11-10 11:20:48 main:574] : INFO : Epoch 1588 | loss: 0.0310006 | val_loss: 0.0312818 | Time: 3326.28 ms
[2021-11-10 11:20:52 main:574] : INFO : Epoch 1589 | loss: 0.0309979 | val_loss: 0.0313065 | Time: 3298.43 ms
[2021-11-10 11:20:55 main:574] : INFO : Epoch 1590 | loss: 0.0310103 | val_loss: 0.0312572 | Time: 3348.75 ms
[2021-11-10 11:20:58 main:574] : INFO : Epoch 1591 | loss: 0.0309958 | val_loss: 0.0313052 | Time: 3296.78 ms
[2021-11-10 11:21:02 main:574] : INFO : Epoch 1592 | loss: 0.0309899 | val_loss: 0.0312959 | Time: 3408.31 ms
[2021-11-10 11:21:05 main:574] : INFO : Epoch 1593 | loss: 0.0310014 | val_loss: 0.0313247 | Time: 3398.73 ms
[2021-11-10 11:21:08 main:574] : INFO : Epoch 1594 | loss: 0.0310232 | val_loss: 0.0313002 | Time: 3437.12 ms
[2021-11-10 11:21:12 main:574] : INFO : Epoch 1595 | loss: 0.0310114 | val_loss: 0.0312812 | Time: 3323.72 ms
[2021-11-10 11:21:15 main:574] : INFO : Epoch 1596 | loss: 0.0310126 | val_loss: 0.0312971 | Time: 3289.31 ms
[2021-11-10 11:21:18 main:574] : INFO : Epoch 1597 | loss: 0.0310067 | val_loss: 0.0313131 | Time: 3305.22 ms
[2021-11-10 11:21:22 main:574] : INFO : Epoch 1598 | loss: 0.0309979 | val_loss: 0.0312875 | Time: 3311.32 ms
[2021-11-10 11:21:25 main:574] : INFO : Epoch 1599 | loss: 0.031003 | val_loss: 0.0312813 | Time: 3331.46 ms
[2021-11-10 11:21:28 main:574] : INFO : Epoch 1600 | loss: 0.0310031 | val_loss: 0.0312957 | Time: 3277.6 ms
[2021-11-10 11:21:32 main:574] : INFO : Epoch 1601 | loss: 0.0310083 | val_loss: 0.0312657 | Time: 3303.63 ms
[2021-11-10 11:21:35 main:574] : INFO : Epoch 1602 | loss: 0.031019 | val_loss: 0.0312883 | Time: 3240.08 ms
[2021-11-10 11:21:38 main:574] : INFO : Epoch 1603 | loss: 0.0310091 | val_loss: 0.0312857 | Time: 3267.77 ms
[2021-11-10 11:21:42 main:574] : INFO : Epoch 1604 | loss: 0.0310015 | val_loss: 0.0313059 | Time: 3325.86 ms
[2021-11-10 11:21:45 main:574] : INFO : Epoch 1605 | loss: 0.0310038 | val_loss: 0.0313087 | Time: 3328.97 ms
[2021-11-10 11:21:48 main:574] : INFO : Epoch 1606 | loss: 0.0310067 | val_loss: 0.0312871 | Time: 3303.17 ms
[2021-11-10 11:21:51 main:574] : INFO : Epoch 1607 | loss: 0.03101 | val_loss: 0.0312657 | Time: 3257.9 ms
[2021-11-10 11:21:55 main:574] : INFO : Epoch 1608 | loss: 0.03101 | val_loss: 0.0312693 | Time: 3314.09 ms
[2021-11-10 11:21:58 main:574] : INFO : Epoch 1609 | loss: 0.031001 | val_loss: 0.0312961 | Time: 3308.02 ms
[2021-11-10 11:22:01 main:574] : INFO : Epoch 1610 | loss: 0.0310003 | val_loss: 0.0313164 | Time: 3322.29 ms
[2021-11-10 11:22:05 main:574] : INFO : Epoch 1611 | loss: 0.0309918 | val_loss: 0.0313191 | Time: 3363.77 ms
[2021-11-10 11:22:08 main:574] : INFO : Epoch 1612 | loss: 0.0309886 | val_loss: 0.031304 | Time: 3316.19 ms
[2021-11-10 11:22:12 main:574] : INFO : Epoch 1613 | loss: 0.0309941 | val_loss: 0.0312784 | Time: 3354.58 ms
[2021-11-10 11:22:15 main:574] : INFO : Epoch 1614 | loss: 0.0309989 | val_loss: 0.0313204 | Time: 3304.07 ms
[2021-11-10 11:22:18 main:574] : INFO : Epoch 1615 | loss: 0.0310033 | val_loss: 0.0313133 | Time: 3371.1 ms
[2021-11-10 11:22:22 main:574] : INFO : Epoch 1616 | loss: 0.0309971 | val_loss: 0.0313116 | Time: 3288.84 ms
[2021-11-10 11:22:25 main:574] : INFO : Epoch 1617 | loss: 0.0309996 | val_loss: 0.0313092 | Time: 3351.06 ms
[2021-11-10 11:22:28 main:574] : INFO : Epoch 1618 | loss: 0.0309951 | val_loss: 0.031301 | Time: 3313.85 ms
[2021-11-10 11:22:32 main:574] : INFO : Epoch 1619 | loss: 0.0310006 | val_loss: 0.0312996 | Time: 3294.68 ms
[2021-11-10 11:22:35 main:574] : INFO : Epoch 1620 | loss: 0.0309964 | val_loss: 0.0312921 | Time: 3252.76 ms
[2021-11-10 11:22:38 main:574] : INFO : Epoch 1621 | loss: 0.0309974 | val_loss: 0.0313287 | Time: 3370.49 ms
[2021-11-10 11:22:42 main:574] : INFO : Epoch 1622 | loss: 0.0310079 | val_loss: 0.0312875 | Time: 3364.95 ms
[2021-11-10 11:22:45 main:574] : INFO : Epoch 1623 | loss: 0.0310041 | val_loss: 0.0312993 | Time: 3336.5 ms
[2021-11-10 11:22:48 main:574] : INFO : Epoch 1624 | loss: 0.0310148 | val_loss: 0.0312849 | Time: 3271.39 ms
[2021-11-10 11:22:52 main:574] : INFO : Epoch 1625 | loss: 0.0310034 | val_loss: 0.0312964 | Time: 3357.73 ms
[2021-11-10 11:22:55 main:574] : INFO : Epoch 1626 | loss: 0.0310021 | val_loss: 0.0312943 | Time: 3341.23 ms
[2021-11-10 11:22:58 main:574] : INFO : Epoch 1627 | loss: 0.0310019 | val_loss: 0.0312967 | Time: 3325.26 ms
[2021-11-10 11:23:02 main:574] : INFO : Epoch 1628 | loss: 0.0310047 | val_loss: 0.0313102 | Time: 3314.5 ms
[2021-11-10 11:23:05 main:574] : INFO : Epoch 1629 | loss: 0.0309949 | val_loss: 0.0313242 | Time: 3285.2 ms
[2021-11-10 11:23:08 main:574] : INFO : Epoch 1630 | loss: 0.0309989 | val_loss: 0.0312832 | Time: 3347.85 ms
[2021-11-10 11:23:12 main:574] : INFO : Epoch 1631 | loss: 0.0309994 | val_loss: 0.0313265 | Time: 3280.94 ms
[2021-11-10 11:23:15 main:574] : INFO : Epoch 1632 | loss: 0.0309965 | val_loss: 0.0312771 | Time: 3300.76 ms
[2021-11-10 11:23:18 main:574] : INFO : Epoch 1633 | loss: 0.0310067 | val_loss: 0.0313044 | Time: 3242.46 ms
[2021-11-10 11:23:21 main:574] : INFO : Epoch 1634 | loss: 0.0310021 | val_loss: 0.0312904 | Time: 3304.58 ms
[2021-11-10 11:23:25 main:574] : INFO : Epoch 1635 | loss: 0.0309948 | val_loss: 0.0313385 | Time: 3315.17 ms
[2021-11-10 11:23:28 main:574] : INFO : Epoch 1636 | loss: 0.0310096 | val_loss: 0.0312809 | Time: 3255.58 ms
[2021-11-10 11:23:31 main:574] : INFO : Epoch 1637 | loss: 0.031003 | val_loss: 0.0312863 | Time: 3263.83 ms
[2021-11-10 11:23:35 main:574] : INFO : Epoch 1638 | loss: 0.030999 | val_loss: 0.0312873 | Time: 3305.49 ms
[2021-11-10 11:23:38 main:574] : INFO : Epoch 1639 | loss: 0.0309969 | val_loss: 0.0312694 | Time: 3317.97 ms
[2021-11-10 11:23:41 main:574] : INFO : Epoch 1640 | loss: 0.0310053 | val_loss: 0.0313118 | Time: 3326.96 ms
[2021-11-10 11:23:45 main:574] : INFO : Epoch 1641 | loss: 0.0310066 | val_loss: 0.031292 | Time: 3286.01 ms
[2021-11-10 11:23:48 main:574] : INFO : Epoch 1642 | loss: 0.0310049 | val_loss: 0.0312958 | Time: 3274.06 ms
[2021-11-10 11:23:51 main:574] : INFO : Epoch 1643 | loss: 0.0310167 | val_loss: 0.0313113 | Time: 3473.86 ms
[2021-11-10 11:23:55 main:574] : INFO : Epoch 1644 | loss: 0.0310113 | val_loss: 0.0312686 | Time: 3334.64 ms
[2021-11-10 11:23:58 main:574] : INFO : Epoch 1645 | loss: 0.0310074 | val_loss: 0.0312645 | Time: 3313.55 ms
[2021-11-10 11:24:01 main:574] : INFO : Epoch 1646 | loss: 0.0310192 | val_loss: 0.0312838 | Time: 3303.93 ms
[2021-11-10 11:24:05 main:574] : INFO : Epoch 1647 | loss: 0.0310216 | val_loss: 0.0312708 | Time: 3284.85 ms
[2021-11-10 11:24:08 main:574] : INFO : Epoch 1648 | loss: 0.0310056 | val_loss: 0.0313064 | Time: 3298.09 ms
[2021-11-10 11:24:11 main:574] : INFO : Epoch 1649 | loss: 0.030999 | val_loss: 0.0312819 | Time: 3372.48 ms
[2021-11-10 11:24:15 main:574] : INFO : Epoch 1650 | loss: 0.0310045 | val_loss: 0.0312737 | Time: 3271.66 ms
[2021-11-10 11:24:18 main:574] : INFO : Epoch 1651 | loss: 0.0310081 | val_loss: 0.0312959 | Time: 3318.75 ms
[2021-11-10 11:24:21 main:574] : INFO : Epoch 1652 | loss: 0.0309949 | val_loss: 0.0312825 | Time: 3299.65 ms
[2021-11-10 11:24:25 main:574] : INFO : Epoch 1653 | loss: 0.0310003 | val_loss: 0.031322 | Time: 3277.04 ms
[2021-11-10 11:24:28 main:574] : INFO : Epoch 1654 | loss: 0.0309985 | val_loss: 0.0313144 | Time: 3338.74 ms
[2021-11-10 11:24:31 main:574] : INFO : Epoch 1655 | loss: 0.0310058 | val_loss: 0.0312965 | Time: 3323.79 ms
[2021-11-10 11:24:35 main:574] : INFO : Epoch 1656 | loss: 0.031002 | val_loss: 0.0312808 | Time: 3302.16 ms
[2021-11-10 11:24:38 main:574] : INFO : Epoch 1657 | loss: 0.0310003 | val_loss: 0.0312987 | Time: 3297.84 ms
[2021-11-10 11:24:41 main:574] : INFO : Epoch 1658 | loss: 0.0309979 | val_loss: 0.0312999 | Time: 3317.86 ms
[2021-11-10 11:24:45 main:574] : INFO : Epoch 1659 | loss: 0.0309969 | val_loss: 0.031324 | Time: 3358.09 ms
[2021-11-10 11:24:48 main:574] : INFO : Epoch 1660 | loss: 0.0310002 | val_loss: 0.0312728 | Time: 3254.26 ms
[2021-11-10 11:24:51 main:574] : INFO : Epoch 1661 | loss: 0.030998 | val_loss: 0.0313067 | Time: 3244.1 ms
[2021-11-10 11:24:54 main:574] : INFO : Epoch 1662 | loss: 0.0309962 | val_loss: 0.0313098 | Time: 3310.06 ms
[2021-11-10 11:24:58 main:574] : INFO : Epoch 1663 | loss: 0.031 | val_loss: 0.0312671 | Time: 3323.21 ms
[2021-11-10 11:25:01 main:574] : INFO : Epoch 1664 | loss: 0.0309998 | val_loss: 0.0312993 | Time: 3352.36 ms
[2021-11-10 11:25:05 main:574] : INFO : Epoch 1665 | loss: 0.0309954 | val_loss: 0.0312793 | Time: 3376.06 ms
[2021-11-10 11:25:08 main:574] : INFO : Epoch 1666 | loss: 0.0309979 | val_loss: 0.0312728 | Time: 3401.95 ms
[2021-11-10 11:25:11 main:574] : INFO : Epoch 1667 | loss: 0.0310042 | val_loss: 0.0313137 | Time: 3332.56 ms
[2021-11-10 11:25:15 main:574] : INFO : Epoch 1668 | loss: 0.0310062 | val_loss: 0.0312998 | Time: 3293.84 ms
[2021-11-10 11:25:18 main:574] : INFO : Epoch 1669 | loss: 0.0310005 | val_loss: 0.0312952 | Time: 3294.32 ms
[2021-11-10 11:25:21 main:574] : INFO : Epoch 1670 | loss: 0.0309975 | val_loss: 0.0312858 | Time: 3333.6 ms
[2021-11-10 11:25:25 main:574] : INFO : Epoch 1671 | loss: 0.0310055 | val_loss: 0.0313176 | Time: 3399.64 ms
[2021-11-10 11:25:28 main:574] : INFO : Epoch 1672 | loss: 0.0309969 | val_loss: 0.0313177 | Time: 3280.49 ms
[2021-11-10 11:25:31 main:574] : INFO : Epoch 1673 | loss: 0.0309963 | val_loss: 0.0312949 | Time: 3317.48 ms
[2021-11-10 11:25:35 main:574] : INFO : Epoch 1674 | loss: 0.0309927 | val_loss: 0.0313148 | Time: 3331.89 ms
[2021-11-10 11:25:38 main:574] : INFO : Epoch 1675 | loss: 0.0310092 | val_loss: 0.0312644 | Time: 3284.25 ms
[2021-11-10 11:25:41 main:574] : INFO : Epoch 1676 | loss: 0.0310044 | val_loss: 0.031282 | Time: 3260.86 ms
[2021-11-10 11:25:45 main:574] : INFO : Epoch 1677 | loss: 0.031002 | val_loss: 0.0313054 | Time: 3285.85 ms
[2021-11-10 11:25:48 main:574] : INFO : Epoch 1678 | loss: 0.0310025 | val_loss: 0.0312862 | Time: 3352.61 ms
[2021-11-10 11:25:51 main:574] : INFO : Epoch 1679 | loss: 0.031005 | val_loss: 0.0312968 | Time: 3304.16 ms
[2021-11-10 11:25:55 main:574] : INFO : Epoch 1680 | loss: 0.0309958 | val_loss: 0.0312918 | Time: 3378.12 ms
[2021-11-10 11:25:58 main:574] : INFO : Epoch 1681 | loss: 0.0310057 | val_loss: 0.0313215 | Time: 3287.18 ms
[2021-11-10 11:26:01 main:574] : INFO : Epoch 1682 | loss: 0.0310069 | val_loss: 0.0312947 | Time: 3367.38 ms
[2021-11-10 11:26:05 main:574] : INFO : Epoch 1683 | loss: 0.0310006 | val_loss: 0.0313046 | Time: 3311.38 ms
[2021-11-10 11:26:08 main:574] : INFO : Epoch 1684 | loss: 0.0309979 | val_loss: 0.0312963 | Time: 3225.37 ms
[2021-11-10 11:26:11 main:574] : INFO : Epoch 1685 | loss: 0.0310018 | val_loss: 0.0312888 | Time: 3343.1 ms
[2021-11-10 11:26:15 main:574] : INFO : Epoch 1686 | loss: 0.0309963 | val_loss: 0.0313065 | Time: 3381.39 ms
[2021-11-10 11:26:18 main:574] : INFO : Epoch 1687 | loss: 0.0310022 | val_loss: 0.031262 | Time: 3380.75 ms
[2021-11-10 11:26:21 main:574] : INFO : Epoch 1688 | loss: 0.0310026 | val_loss: 0.0313157 | Time: 3292.71 ms
[2021-11-10 11:26:25 main:574] : INFO : Epoch 1689 | loss: 0.0309992 | val_loss: 0.031322 | Time: 3321.41 ms
[2021-11-10 11:26:28 main:574] : INFO : Epoch 1690 | loss: 0.0309997 | val_loss: 0.031307 | Time: 3274.66 ms
[2021-11-10 11:26:31 main:574] : INFO : Epoch 1691 | loss: 0.0309998 | val_loss: 0.0312872 | Time: 3373.84 ms
[2021-11-10 11:26:35 main:574] : INFO : Epoch 1692 | loss: 0.0310032 | val_loss: 0.0313204 | Time: 3296.41 ms
[2021-11-10 11:26:38 main:574] : INFO : Epoch 1693 | loss: 0.0309963 | val_loss: 0.0312723 | Time: 3300.16 ms
[2021-11-10 11:26:41 main:574] : INFO : Epoch 1694 | loss: 0.0310028 | val_loss: 0.0313069 | Time: 3304.36 ms
[2021-11-10 11:26:45 main:574] : INFO : Epoch 1695 | loss: 0.0309969 | val_loss: 0.0312756 | Time: 3287.67 ms
[2021-11-10 11:26:48 main:574] : INFO : Epoch 1696 | loss: 0.0310068 | val_loss: 0.0313076 | Time: 3278.59 ms
[2021-11-10 11:26:51 main:574] : INFO : Epoch 1697 | loss: 0.0310013 | val_loss: 0.0313125 | Time: 3235.2 ms
[2021-11-10 11:26:54 main:574] : INFO : Epoch 1698 | loss: 0.0310013 | val_loss: 0.0313123 | Time: 3293.95 ms
[2021-11-10 11:26:58 main:574] : INFO : Epoch 1699 | loss: 0.0309943 | val_loss: 0.0312948 | Time: 3278.12 ms
[2021-11-10 11:27:01 main:574] : INFO : Epoch 1700 | loss: 0.0309936 | val_loss: 0.0312925 | Time: 3362.64 ms
[2021-11-10 11:27:04 main:574] : INFO : Epoch 1701 | loss: 0.0309921 | val_loss: 0.0313224 | Time: 3293.55 ms
[2021-11-10 11:27:08 main:574] : INFO : Epoch 1702 | loss: 0.0310023 | val_loss: 0.0312946 | Time: 3334.73 ms
[2021-11-10 11:27:11 main:574] : INFO : Epoch 1703 | loss: 0.0309922 | val_loss: 0.0313069 | Time: 3302.31 ms
[2021-11-10 11:27:14 main:574] : INFO : Epoch 1704 | loss: 0.0310022 | val_loss: 0.0313144 | Time: 3278.39 ms
[2021-11-10 11:27:18 main:574] : INFO : Epoch 1705 | loss: 0.0310114 | val_loss: 0.0312884 | Time: 3280.26 ms
[2021-11-10 11:27:21 main:574] : INFO : Epoch 1706 | loss: 0.0310085 | val_loss: 0.0312968 | Time: 3352.28 ms
[2021-11-10 11:27:24 main:574] : INFO : Epoch 1707 | loss: 0.0309997 | val_loss: 0.031309 | Time: 3317.8 ms
[2021-11-10 11:27:28 main:574] : INFO : Epoch 1708 | loss: 0.0309978 | val_loss: 0.0312976 | Time: 3321.24 ms
[2021-11-10 11:27:31 main:574] : INFO : Epoch 1709 | loss: 0.0309943 | val_loss: 0.0313012 | Time: 3370.86 ms
[2021-11-10 11:27:34 main:574] : INFO : Epoch 1710 | loss: 0.031003 | val_loss: 0.0313122 | Time: 3302.47 ms
[2021-11-10 11:27:38 main:574] : INFO : Epoch 1711 | loss: 0.0310029 | val_loss: 0.0312542 | Time: 3263.23 ms
[2021-11-10 11:27:41 main:574] : INFO : Epoch 1712 | loss: 0.031005 | val_loss: 0.0312856 | Time: 3279.86 ms
[2021-11-10 11:27:44 main:574] : INFO : Epoch 1713 | loss: 0.0310012 | val_loss: 0.0312851 | Time: 3358.31 ms
[2021-11-10 11:27:48 main:574] : INFO : Epoch 1714 | loss: 0.031011 | val_loss: 0.0313002 | Time: 3347.47 ms
[2021-11-10 11:27:51 main:574] : INFO : Epoch 1715 | loss: 0.031005 | val_loss: 0.0312921 | Time: 3347.3 ms
[2021-11-10 11:27:54 main:574] : INFO : Epoch 1716 | loss: 0.0310072 | val_loss: 0.0313147 | Time: 3311.69 ms
[2021-11-10 11:27:58 main:574] : INFO : Epoch 1717 | loss: 0.0310096 | val_loss: 0.0312759 | Time: 3312.56 ms
[2021-11-10 11:28:01 main:574] : INFO : Epoch 1718 | loss: 0.0309984 | val_loss: 0.031342 | Time: 3290.79 ms
[2021-11-10 11:28:04 main:574] : INFO : Epoch 1719 | loss: 0.0314133 | val_loss: 0.0320749 | Time: 3266.51 ms
[2021-11-10 11:28:08 main:574] : INFO : Epoch 1720 | loss: 0.0323346 | val_loss: 0.0321064 | Time: 3357.47 ms
[2021-11-10 11:28:11 main:574] : INFO : Epoch 1721 | loss: 0.0317036 | val_loss: 0.0313741 | Time: 3277.05 ms
[2021-11-10 11:28:14 main:574] : INFO : Epoch 1722 | loss: 0.0312835 | val_loss: 0.0312438 | Time: 3274.39 ms
[2021-11-10 11:28:18 main:574] : INFO : Epoch 1723 | loss: 0.031222 | val_loss: 0.0312109 | Time: 3430.09 ms
[2021-11-10 11:28:21 main:574] : INFO : Epoch 1724 | loss: 0.0311848 | val_loss: 0.0311934 | Time: 3352.5 ms
[2021-11-10 11:28:24 main:574] : INFO : Epoch 1725 | loss: 0.0311671 | val_loss: 0.0311945 | Time: 3221.57 ms
[2021-11-10 11:28:28 main:574] : INFO : Epoch 1726 | loss: 0.031158 | val_loss: 0.0311927 | Time: 3367.25 ms
[2021-11-10 11:28:31 main:574] : INFO : Epoch 1727 | loss: 0.0311492 | val_loss: 0.0311923 | Time: 3288.48 ms
[2021-11-10 11:28:34 main:574] : INFO : Epoch 1728 | loss: 0.0311426 | val_loss: 0.0311979 | Time: 3328.26 ms
[2021-11-10 11:28:38 main:574] : INFO : Epoch 1729 | loss: 0.031135 | val_loss: 0.0312094 | Time: 3265.35 ms
[2021-11-10 11:28:41 main:574] : INFO : Epoch 1730 | loss: 0.0311204 | val_loss: 0.0312221 | Time: 3276.01 ms
[2021-11-10 11:28:44 main:574] : INFO : Epoch 1731 | loss: 0.0311065 | val_loss: 0.0312269 | Time: 3342.96 ms
[2021-11-10 11:28:47 main:574] : INFO : Epoch 1732 | loss: 0.0310897 | val_loss: 0.0312289 | Time: 3319.2 ms
[2021-11-10 11:28:51 main:574] : INFO : Epoch 1733 | loss: 0.0310793 | val_loss: 0.0312328 | Time: 3344.07 ms
[2021-11-10 11:28:54 main:574] : INFO : Epoch 1734 | loss: 0.031073 | val_loss: 0.0312424 | Time: 3246.98 ms
[2021-11-10 11:28:57 main:574] : INFO : Epoch 1735 | loss: 0.0310646 | val_loss: 0.0312283 | Time: 3271.3 ms
[2021-11-10 11:29:01 main:574] : INFO : Epoch 1736 | loss: 0.0310618 | val_loss: 0.0312343 | Time: 3291.4 ms
[2021-11-10 11:29:04 main:574] : INFO : Epoch 1737 | loss: 0.0310552 | val_loss: 0.031241 | Time: 3342.73 ms
[2021-11-10 11:29:07 main:574] : INFO : Epoch 1738 | loss: 0.0310514 | val_loss: 0.0312441 | Time: 3290.99 ms
[2021-11-10 11:29:11 main:574] : INFO : Epoch 1739 | loss: 0.0310469 | val_loss: 0.0312464 | Time: 3280.9 ms
[2021-11-10 11:29:14 main:574] : INFO : Epoch 1740 | loss: 0.0310489 | val_loss: 0.0312526 | Time: 3369.37 ms
[2021-11-10 11:29:17 main:574] : INFO : Epoch 1741 | loss: 0.0310431 | val_loss: 0.0312372 | Time: 3288.46 ms
[2021-11-10 11:29:21 main:574] : INFO : Epoch 1742 | loss: 0.0310359 | val_loss: 0.0312723 | Time: 3296.83 ms
[2021-11-10 11:29:24 main:574] : INFO : Epoch 1743 | loss: 0.0310388 | val_loss: 0.0312565 | Time: 3312.72 ms
[2021-11-10 11:29:27 main:574] : INFO : Epoch 1744 | loss: 0.0310403 | val_loss: 0.031264 | Time: 3383.75 ms
[2021-11-10 11:29:31 main:574] : INFO : Epoch 1745 | loss: 0.0310336 | val_loss: 0.0312721 | Time: 3261.12 ms
[2021-11-10 11:29:34 main:574] : INFO : Epoch 1746 | loss: 0.0310282 | val_loss: 0.0312535 | Time: 3304.81 ms
[2021-11-10 11:29:37 main:574] : INFO : Epoch 1747 | loss: 0.0310294 | val_loss: 0.0312742 | Time: 3400.11 ms
[2021-11-10 11:29:41 main:574] : INFO : Epoch 1748 | loss: 0.0310272 | val_loss: 0.031278 | Time: 3305.19 ms
[2021-11-10 11:29:44 main:574] : INFO : Epoch 1749 | loss: 0.0310263 | val_loss: 0.0312811 | Time: 3263.12 ms
[2021-11-10 11:29:47 main:574] : INFO : Epoch 1750 | loss: 0.0310285 | val_loss: 0.0312647 | Time: 3244.7 ms
[2021-11-10 11:29:50 main:574] : INFO : Epoch 1751 | loss: 0.0310332 | val_loss: 0.0312729 | Time: 3268.35 ms
[2021-11-10 11:29:54 main:574] : INFO : Epoch 1752 | loss: 0.0310256 | val_loss: 0.0312504 | Time: 3371.83 ms
[2021-11-10 11:29:57 main:574] : INFO : Epoch 1753 | loss: 0.0310303 | val_loss: 0.0312367 | Time: 3377.21 ms
[2021-11-10 11:30:01 main:574] : INFO : Epoch 1754 | loss: 0.0310239 | val_loss: 0.0312695 | Time: 3380.72 ms
[2021-11-10 11:30:04 main:574] : INFO : Epoch 1755 | loss: 0.0310186 | val_loss: 0.0312832 | Time: 3288.99 ms
[2021-11-10 11:30:07 main:574] : INFO : Epoch 1756 | loss: 0.0310196 | val_loss: 0.0312693 | Time: 3354.96 ms
[2021-11-10 11:30:11 main:574] : INFO : Epoch 1757 | loss: 0.0310233 | val_loss: 0.0312627 | Time: 3338.44 ms
[2021-11-10 11:30:14 main:574] : INFO : Epoch 1758 | loss: 0.0310188 | val_loss: 0.0312886 | Time: 3327.38 ms
[2021-11-10 11:30:17 main:574] : INFO : Epoch 1759 | loss: 0.0310173 | val_loss: 0.0312822 | Time: 3298.54 ms
[2021-11-10 11:30:21 main:574] : INFO : Epoch 1760 | loss: 0.0310169 | val_loss: 0.0312582 | Time: 3243.27 ms
[2021-11-10 11:30:24 main:574] : INFO : Epoch 1761 | loss: 0.0310156 | val_loss: 0.0312888 | Time: 3316.43 ms
[2021-11-10 11:30:27 main:574] : INFO : Epoch 1762 | loss: 0.0310113 | val_loss: 0.0312861 | Time: 3345.01 ms
[2021-11-10 11:30:31 main:574] : INFO : Epoch 1763 | loss: 0.0310067 | val_loss: 0.0312989 | Time: 3385.79 ms
[2021-11-10 11:30:34 main:574] : INFO : Epoch 1764 | loss: 0.0310079 | val_loss: 0.0312672 | Time: 3278.39 ms
[2021-11-10 11:30:37 main:574] : INFO : Epoch 1765 | loss: 0.0310094 | val_loss: 0.0312991 | Time: 3391.67 ms
[2021-11-10 11:30:41 main:574] : INFO : Epoch 1766 | loss: 0.0310091 | val_loss: 0.0312797 | Time: 3300.24 ms
[2021-11-10 11:30:44 main:574] : INFO : Epoch 1767 | loss: 0.0310027 | val_loss: 0.031271 | Time: 3254.35 ms
[2021-11-10 11:30:47 main:574] : INFO : Epoch 1768 | loss: 0.0310034 | val_loss: 0.0312724 | Time: 3318.12 ms
[2021-11-10 11:30:51 main:574] : INFO : Epoch 1769 | loss: 0.0310012 | val_loss: 0.0313 | Time: 3339.08 ms
[2021-11-10 11:30:54 main:574] : INFO : Epoch 1770 | loss: 0.0309994 | val_loss: 0.031271 | Time: 3300.9 ms
[2021-11-10 11:30:57 main:574] : INFO : Epoch 1771 | loss: 0.0309977 | val_loss: 0.031273 | Time: 3368.58 ms
[2021-11-10 11:31:01 main:574] : INFO : Epoch 1772 | loss: 0.0310073 | val_loss: 0.0313172 | Time: 3316.2 ms
[2021-11-10 11:31:04 main:574] : INFO : Epoch 1773 | loss: 0.0310027 | val_loss: 0.0313018 | Time: 3264.17 ms
[2021-11-10 11:31:07 main:574] : INFO : Epoch 1774 | loss: 0.030996 | val_loss: 0.031292 | Time: 3335.39 ms
[2021-11-10 11:31:11 main:574] : INFO : Epoch 1775 | loss: 0.0309961 | val_loss: 0.0313011 | Time: 3291.57 ms
[2021-11-10 11:31:14 main:574] : INFO : Epoch 1776 | loss: 0.0310063 | val_loss: 0.0312856 | Time: 3300.61 ms
[2021-11-10 11:31:17 main:574] : INFO : Epoch 1777 | loss: 0.0310036 | val_loss: 0.0312646 | Time: 3345.95 ms
[2021-11-10 11:31:21 main:574] : INFO : Epoch 1778 | loss: 0.0310133 | val_loss: 0.0313212 | Time: 3285.82 ms
[2021-11-10 11:31:24 main:574] : INFO : Epoch 1779 | loss: 0.0310208 | val_loss: 0.031263 | Time: 3341.3 ms
[2021-11-10 11:31:27 main:574] : INFO : Epoch 1780 | loss: 0.031011 | val_loss: 0.0312647 | Time: 3315.27 ms
[2021-11-10 11:31:31 main:574] : INFO : Epoch 1781 | loss: 0.0310017 | val_loss: 0.0312861 | Time: 3357.9 ms
[2021-11-10 11:31:34 main:574] : INFO : Epoch 1782 | loss: 0.0310004 | val_loss: 0.0312964 | Time: 3295.08 ms
[2021-11-10 11:31:37 main:574] : INFO : Epoch 1783 | loss: 0.0310071 | val_loss: 0.0312799 | Time: 3339.16 ms
[2021-11-10 11:31:41 main:574] : INFO : Epoch 1784 | loss: 0.0310057 | val_loss: 0.0312707 | Time: 3376.35 ms
[2021-11-10 11:31:44 main:574] : INFO : Epoch 1785 | loss: 0.0309993 | val_loss: 0.0312649 | Time: 3277.85 ms
[2021-11-10 11:31:47 main:574] : INFO : Epoch 1786 | loss: 0.0310048 | val_loss: 0.0312809 | Time: 3333.35 ms
[2021-11-10 11:31:51 main:574] : INFO : Epoch 1787 | loss: 0.0310049 | val_loss: 0.0312902 | Time: 3276.58 ms
[2021-11-10 11:31:54 main:574] : INFO : Epoch 1788 | loss: 0.0310044 | val_loss: 0.0312624 | Time: 3294.44 ms
[2021-11-10 11:31:57 main:574] : INFO : Epoch 1789 | loss: 0.030999 | val_loss: 0.0312544 | Time: 3254.11 ms
[2021-11-10 11:32:01 main:574] : INFO : Epoch 1790 | loss: 0.0309968 | val_loss: 0.0313037 | Time: 3350.07 ms
[2021-11-10 11:32:04 main:574] : INFO : Epoch 1791 | loss: 0.0309966 | val_loss: 0.0312686 | Time: 3285.41 ms
[2021-11-10 11:32:07 main:574] : INFO : Epoch 1792 | loss: 0.0309938 | val_loss: 0.0313279 | Time: 3378.42 ms
[2021-11-10 11:32:10 main:574] : INFO : Epoch 1793 | loss: 0.0309982 | val_loss: 0.0313245 | Time: 3275.35 ms
[2021-11-10 11:32:14 main:574] : INFO : Epoch 1794 | loss: 0.0310041 | val_loss: 0.0313114 | Time: 3326.85 ms
[2021-11-10 11:32:17 main:574] : INFO : Epoch 1795 | loss: 0.0310068 | val_loss: 0.0312918 | Time: 3288.81 ms
[2021-11-10 11:32:20 main:574] : INFO : Epoch 1796 | loss: 0.031002 | val_loss: 0.0313141 | Time: 3294.22 ms
[2021-11-10 11:32:24 main:574] : INFO : Epoch 1797 | loss: 0.030995 | val_loss: 0.0313076 | Time: 3345.09 ms
[2021-11-10 11:32:27 main:574] : INFO : Epoch 1798 | loss: 0.0309913 | val_loss: 0.0313032 | Time: 3352.83 ms
[2021-11-10 11:32:31 main:574] : INFO : Epoch 1799 | loss: 0.0309963 | val_loss: 0.0312845 | Time: 3358.43 ms
[2021-11-10 11:32:34 main:574] : INFO : Epoch 1800 | loss: 0.0310041 | val_loss: 0.0312877 | Time: 3348.22 ms
[2021-11-10 11:32:37 main:574] : INFO : Epoch 1801 | loss: 0.0310046 | val_loss: 0.0312846 | Time: 3387.03 ms
[2021-11-10 11:32:41 main:574] : INFO : Epoch 1802 | loss: 0.0310013 | val_loss: 0.0312766 | Time: 3406.47 ms
[2021-11-10 11:32:44 main:574] : INFO : Epoch 1803 | loss: 0.0309963 | val_loss: 0.0312912 | Time: 3314.67 ms
[2021-11-10 11:32:47 main:574] : INFO : Epoch 1804 | loss: 0.0310017 | val_loss: 0.0312851 | Time: 3327.46 ms
[2021-11-10 11:32:51 main:574] : INFO : Epoch 1805 | loss: 0.031002 | val_loss: 0.0312935 | Time: 3298.78 ms
[2021-11-10 11:32:54 main:574] : INFO : Epoch 1806 | loss: 0.0309963 | val_loss: 0.0313096 | Time: 3323.32 ms
[2021-11-10 11:32:57 main:574] : INFO : Epoch 1807 | loss: 0.0310003 | val_loss: 0.0313111 | Time: 3337.52 ms
[2021-11-10 11:33:01 main:574] : INFO : Epoch 1808 | loss: 0.0310003 | val_loss: 0.0312882 | Time: 3261.73 ms
[2021-11-10 11:33:04 main:574] : INFO : Epoch 1809 | loss: 0.0310007 | val_loss: 0.0313156 | Time: 3305.52 ms
[2021-11-10 11:33:07 main:574] : INFO : Epoch 1810 | loss: 0.0309996 | val_loss: 0.0313048 | Time: 3261.29 ms
[2021-11-10 11:33:11 main:574] : INFO : Epoch 1811 | loss: 0.0310009 | val_loss: 0.0312823 | Time: 3327.66 ms
[2021-11-10 11:33:14 main:574] : INFO : Epoch 1812 | loss: 0.0309973 | val_loss: 0.0312872 | Time: 3333.78 ms
[2021-11-10 11:33:17 main:574] : INFO : Epoch 1813 | loss: 0.0310008 | val_loss: 0.0312837 | Time: 3220.36 ms
[2021-11-10 11:33:20 main:574] : INFO : Epoch 1814 | loss: 0.0310001 | val_loss: 0.0313115 | Time: 3355.59 ms
[2021-11-10 11:33:24 main:574] : INFO : Epoch 1815 | loss: 0.0309942 | val_loss: 0.0313023 | Time: 3279.5 ms
[2021-11-10 11:33:27 main:574] : INFO : Epoch 1816 | loss: 0.0309939 | val_loss: 0.031273 | Time: 3269.82 ms
[2021-11-10 11:33:30 main:574] : INFO : Epoch 1817 | loss: 0.0309994 | val_loss: 0.0313106 | Time: 3393.03 ms
[2021-11-10 11:33:34 main:574] : INFO : Epoch 1818 | loss: 0.0310019 | val_loss: 0.0312997 | Time: 3379.35 ms
[2021-11-10 11:33:37 main:574] : INFO : Epoch 1819 | loss: 0.031006 | val_loss: 0.031254 | Time: 3311.78 ms
[2021-11-10 11:33:41 main:574] : INFO : Epoch 1820 | loss: 0.0310052 | val_loss: 0.031293 | Time: 3396.54 ms
[2021-11-10 11:33:44 main:574] : INFO : Epoch 1821 | loss: 0.0309981 | val_loss: 0.0312815 | Time: 3372.53 ms
[2021-11-10 11:33:47 main:574] : INFO : Epoch 1822 | loss: 0.0310008 | val_loss: 0.0313043 | Time: 3254.93 ms
[2021-11-10 11:33:51 main:574] : INFO : Epoch 1823 | loss: 0.0309999 | val_loss: 0.0312836 | Time: 3359.74 ms
[2021-11-10 11:33:54 main:574] : INFO : Epoch 1824 | loss: 0.0309933 | val_loss: 0.0313104 | Time: 3347.92 ms
[2021-11-10 11:33:57 main:574] : INFO : Epoch 1825 | loss: 0.0309962 | val_loss: 0.0313016 | Time: 3293.05 ms
[2021-11-10 11:34:01 main:574] : INFO : Epoch 1826 | loss: 0.0310079 | val_loss: 0.0313068 | Time: 3376.88 ms
[2021-11-10 11:34:04 main:574] : INFO : Epoch 1827 | loss: 0.0310052 | val_loss: 0.0313065 | Time: 3270.08 ms
[2021-11-10 11:34:07 main:574] : INFO : Epoch 1828 | loss: 0.0309938 | val_loss: 0.0312968 | Time: 3296.44 ms
[2021-11-10 11:34:11 main:574] : INFO : Epoch 1829 | loss: 0.0310028 | val_loss: 0.0312727 | Time: 3287.72 ms
[2021-11-10 11:34:14 main:574] : INFO : Epoch 1830 | loss: 0.0309978 | val_loss: 0.031325 | Time: 3336.3 ms
[2021-11-10 11:34:17 main:574] : INFO : Epoch 1831 | loss: 0.0309916 | val_loss: 0.0312814 | Time: 3513.23 ms
[2021-11-10 11:34:21 main:574] : INFO : Epoch 1832 | loss: 0.0309949 | val_loss: 0.0312955 | Time: 3312.57 ms
[2021-11-10 11:34:24 main:574] : INFO : Epoch 1833 | loss: 0.0309989 | val_loss: 0.0313319 | Time: 3262.35 ms
[2021-11-10 11:34:27 main:574] : INFO : Epoch 1834 | loss: 0.0309975 | val_loss: 0.0312916 | Time: 3311.38 ms
[2021-11-10 11:34:31 main:574] : INFO : Epoch 1835 | loss: 0.0309967 | val_loss: 0.0312954 | Time: 3313.5 ms
[2021-11-10 11:34:34 main:574] : INFO : Epoch 1836 | loss: 0.0309946 | val_loss: 0.0313029 | Time: 3340.55 ms
[2021-11-10 11:34:37 main:574] : INFO : Epoch 1837 | loss: 0.0309968 | val_loss: 0.0312758 | Time: 3276.34 ms
[2021-11-10 11:34:41 main:574] : INFO : Epoch 1838 | loss: 0.0310013 | val_loss: 0.0313153 | Time: 3361.47 ms
[2021-11-10 11:34:44 main:574] : INFO : Epoch 1839 | loss: 0.0310085 | val_loss: 0.0312681 | Time: 3160.18 ms
[2021-11-10 11:34:47 main:574] : INFO : Epoch 1840 | loss: 0.0310191 | val_loss: 0.0312541 | Time: 3038.96 ms
[2021-11-10 11:34:50 main:574] : INFO : Epoch 1841 | loss: 0.0310105 | val_loss: 0.0313021 | Time: 3042.45 ms
[2021-11-10 11:34:53 main:574] : INFO : Epoch 1842 | loss: 0.0309932 | val_loss: 0.0312942 | Time: 3021.57 ms
[2021-11-10 11:34:56 main:574] : INFO : Epoch 1843 | loss: 0.0309949 | val_loss: 0.0313022 | Time: 3030.84 ms
[2021-11-10 11:34:59 main:574] : INFO : Epoch 1844 | loss: 0.0310015 | val_loss: 0.0312909 | Time: 3052.63 ms
[2021-11-10 11:35:02 main:574] : INFO : Epoch 1845 | loss: 0.0310036 | val_loss: 0.0312756 | Time: 3022.17 ms
[2021-11-10 11:35:05 main:574] : INFO : Epoch 1846 | loss: 0.0310003 | val_loss: 0.0313121 | Time: 3040.07 ms
[2021-11-10 11:35:08 main:574] : INFO : Epoch 1847 | loss: 0.0309931 | val_loss: 0.0313046 | Time: 3032.93 ms
[2021-11-10 11:35:11 main:574] : INFO : Epoch 1848 | loss: 0.0310008 | val_loss: 0.0312884 | Time: 3018.56 ms
[2021-11-10 11:35:14 main:574] : INFO : Epoch 1849 | loss: 0.0310025 | val_loss: 0.031296 | Time: 3180.13 ms
[2021-11-10 11:35:18 main:574] : INFO : Epoch 1850 | loss: 0.031 | val_loss: 0.0312983 | Time: 3422.4 ms
[2021-11-10 11:35:21 main:574] : INFO : Epoch 1851 | loss: 0.0309986 | val_loss: 0.0313092 | Time: 3336.85 ms
[2021-11-10 11:35:25 main:574] : INFO : Epoch 1852 | loss: 0.0310046 | val_loss: 0.0312826 | Time: 3367.84 ms
[2021-11-10 11:35:28 main:574] : INFO : Epoch 1853 | loss: 0.0309975 | val_loss: 0.031277 | Time: 3299.49 ms
[2021-11-10 11:35:31 main:574] : INFO : Epoch 1854 | loss: 0.0309978 | val_loss: 0.0312967 | Time: 3346.19 ms
[2021-11-10 11:35:35 main:574] : INFO : Epoch 1855 | loss: 0.0309927 | val_loss: 0.0312839 | Time: 3285.7 ms
[2021-11-10 11:35:38 main:574] : INFO : Epoch 1856 | loss: 0.0309926 | val_loss: 0.0313069 | Time: 3338.03 ms
[2021-11-10 11:35:41 main:574] : INFO : Epoch 1857 | loss: 0.0309947 | val_loss: 0.0312899 | Time: 3388.5 ms
[2021-11-10 11:35:45 main:574] : INFO : Epoch 1858 | loss: 0.031001 | val_loss: 0.0312907 | Time: 3317.21 ms
[2021-11-10 11:35:48 main:574] : INFO : Epoch 1859 | loss: 0.0310002 | val_loss: 0.0313039 | Time: 3301.37 ms
[2021-11-10 11:35:51 main:574] : INFO : Epoch 1860 | loss: 0.0309911 | val_loss: 0.0313137 | Time: 3447.23 ms
[2021-11-10 11:35:55 main:574] : INFO : Epoch 1861 | loss: 0.0309885 | val_loss: 0.0313371 | Time: 3313.45 ms
[2021-11-10 11:35:58 main:574] : INFO : Epoch 1862 | loss: 0.0310014 | val_loss: 0.0312921 | Time: 3302.64 ms
[2021-11-10 11:36:01 main:574] : INFO : Epoch 1863 | loss: 0.0309918 | val_loss: 0.031322 | Time: 3360.91 ms
[2021-11-10 11:36:05 main:574] : INFO : Epoch 1864 | loss: 0.030996 | val_loss: 0.0312748 | Time: 3330.1 ms
[2021-11-10 11:36:08 main:574] : INFO : Epoch 1865 | loss: 0.0309989 | val_loss: 0.0313188 | Time: 3327.41 ms
[2021-11-10 11:36:11 main:574] : INFO : Epoch 1866 | loss: 0.0309995 | val_loss: 0.0312484 | Time: 3317.24 ms
[2021-11-10 11:36:15 main:574] : INFO : Epoch 1867 | loss: 0.0310076 | val_loss: 0.0312904 | Time: 3348.41 ms
[2021-11-10 11:36:18 main:574] : INFO : Epoch 1868 | loss: 0.0310122 | val_loss: 0.0313343 | Time: 3296.37 ms
[2021-11-10 11:36:22 main:574] : INFO : Epoch 1869 | loss: 0.0310082 | val_loss: 0.0313072 | Time: 3335.02 ms
[2021-11-10 11:36:25 main:574] : INFO : Epoch 1870 | loss: 0.0309931 | val_loss: 0.031255 | Time: 3358.36 ms
[2021-11-10 11:36:28 main:574] : INFO : Epoch 1871 | loss: 0.0309894 | val_loss: 0.0313076 | Time: 3358.13 ms
[2021-11-10 11:36:32 main:574] : INFO : Epoch 1872 | loss: 0.0310018 | val_loss: 0.0312784 | Time: 3280.58 ms
[2021-11-10 11:36:35 main:574] : INFO : Epoch 1873 | loss: 0.0310102 | val_loss: 0.0312712 | Time: 3299.44 ms
[2021-11-10 11:36:38 main:574] : INFO : Epoch 1874 | loss: 0.0309979 | val_loss: 0.0313369 | Time: 3394.62 ms
[2021-11-10 11:36:42 main:574] : INFO : Epoch 1875 | loss: 0.0309997 | val_loss: 0.0313022 | Time: 3315.15 ms
[2021-11-10 11:36:45 main:574] : INFO : Epoch 1876 | loss: 0.0309983 | val_loss: 0.031268 | Time: 3321.56 ms
[2021-11-10 11:36:48 main:574] : INFO : Epoch 1877 | loss: 0.0309931 | val_loss: 0.0313067 | Time: 3272.84 ms
[2021-11-10 11:36:52 main:574] : INFO : Epoch 1878 | loss: 0.0310075 | val_loss: 0.0312812 | Time: 3383.36 ms
[2021-11-10 11:36:55 main:574] : INFO : Epoch 1879 | loss: 0.0310022 | val_loss: 0.0312901 | Time: 3363.47 ms
[2021-11-10 11:36:58 main:574] : INFO : Epoch 1880 | loss: 0.0309959 | val_loss: 0.031311 | Time: 3251.66 ms
[2021-11-10 11:37:02 main:574] : INFO : Epoch 1881 | loss: 0.0310009 | val_loss: 0.0312771 | Time: 3372.27 ms
[2021-11-10 11:37:05 main:574] : INFO : Epoch 1882 | loss: 0.0309948 | val_loss: 0.0312922 | Time: 3293.18 ms
[2021-11-10 11:37:08 main:574] : INFO : Epoch 1883 | loss: 0.0310058 | val_loss: 0.0312882 | Time: 3327.56 ms
[2021-11-10 11:37:12 main:574] : INFO : Epoch 1884 | loss: 0.0309978 | val_loss: 0.0313068 | Time: 3313.48 ms
[2021-11-10 11:37:15 main:574] : INFO : Epoch 1885 | loss: 0.0309935 | val_loss: 0.0313109 | Time: 3310.91 ms
[2021-11-10 11:37:18 main:574] : INFO : Epoch 1886 | loss: 0.0310021 | val_loss: 0.031262 | Time: 3321.89 ms
[2021-11-10 11:37:22 main:574] : INFO : Epoch 1887 | loss: 0.0310067 | val_loss: 0.0312859 | Time: 3318.43 ms
[2021-11-10 11:37:25 main:574] : INFO : Epoch 1888 | loss: 0.0310024 | val_loss: 0.0312611 | Time: 3307.53 ms
[2021-11-10 11:37:28 main:574] : INFO : Epoch 1889 | loss: 0.0309987 | val_loss: 0.0312944 | Time: 3326.73 ms
[2021-11-10 11:37:32 main:574] : INFO : Epoch 1890 | loss: 0.0309944 | val_loss: 0.0313322 | Time: 3331.36 ms
[2021-11-10 11:37:35 main:574] : INFO : Epoch 1891 | loss: 0.0309975 | val_loss: 0.03127 | Time: 3247.54 ms
[2021-11-10 11:37:38 main:574] : INFO : Epoch 1892 | loss: 0.0309985 | val_loss: 0.0313115 | Time: 3293.89 ms
[2021-11-10 11:37:41 main:574] : INFO : Epoch 1893 | loss: 0.0309952 | val_loss: 0.0312793 | Time: 3346.96 ms
[2021-11-10 11:37:45 main:574] : INFO : Epoch 1894 | loss: 0.0310165 | val_loss: 0.0312576 | Time: 3296.01 ms
[2021-11-10 11:37:48 main:574] : INFO : Epoch 1895 | loss: 0.0310025 | val_loss: 0.0313455 | Time: 3319.6 ms
[2021-11-10 11:37:52 main:574] : INFO : Epoch 1896 | loss: 0.0309959 | val_loss: 0.0312649 | Time: 3379.63 ms
[2021-11-10 11:37:55 main:574] : INFO : Epoch 1897 | loss: 0.0310024 | val_loss: 0.0312768 | Time: 3382 ms
[2021-11-10 11:37:58 main:574] : INFO : Epoch 1898 | loss: 0.0309981 | val_loss: 0.0312961 | Time: 3325.25 ms
[2021-11-10 11:38:02 main:574] : INFO : Epoch 1899 | loss: 0.0309976 | val_loss: 0.0312809 | Time: 3273.88 ms
[2021-11-10 11:38:05 main:574] : INFO : Epoch 1900 | loss: 0.0309948 | val_loss: 0.0313435 | Time: 3292.02 ms
[2021-11-10 11:38:08 main:574] : INFO : Epoch 1901 | loss: 0.0310031 | val_loss: 0.0312638 | Time: 3357.18 ms
[2021-11-10 11:38:12 main:574] : INFO : Epoch 1902 | loss: 0.0309938 | val_loss: 0.0313195 | Time: 3303.14 ms
[2021-11-10 11:38:15 main:574] : INFO : Epoch 1903 | loss: 0.0309942 | val_loss: 0.0312983 | Time: 3339.13 ms
[2021-11-10 11:38:18 main:574] : INFO : Epoch 1904 | loss: 0.0309968 | val_loss: 0.0312621 | Time: 3333.63 ms
[2021-11-10 11:38:22 main:574] : INFO : Epoch 1905 | loss: 0.0310081 | val_loss: 0.0313172 | Time: 3332.47 ms
[2021-11-10 11:38:25 main:574] : INFO : Epoch 1906 | loss: 0.0310135 | val_loss: 0.0313142 | Time: 3311.91 ms
[2021-11-10 11:38:28 main:574] : INFO : Epoch 1907 | loss: 0.0310054 | val_loss: 0.0312635 | Time: 3302.76 ms
[2021-11-10 11:38:32 main:574] : INFO : Epoch 1908 | loss: 0.0309948 | val_loss: 0.0313085 | Time: 3343.63 ms
[2021-11-10 11:38:35 main:574] : INFO : Epoch 1909 | loss: 0.0309991 | val_loss: 0.0312799 | Time: 3290.38 ms
[2021-11-10 11:38:38 main:574] : INFO : Epoch 1910 | loss: 0.0309969 | val_loss: 0.0313085 | Time: 3280.31 ms
[2021-11-10 11:38:41 main:574] : INFO : Epoch 1911 | loss: 0.0310035 | val_loss: 0.0313164 | Time: 3289.46 ms
[2021-11-10 11:38:45 main:574] : INFO : Epoch 1912 | loss: 0.0309942 | val_loss: 0.0313261 | Time: 3273.3 ms
[2021-11-10 11:38:48 main:574] : INFO : Epoch 1913 | loss: 0.0310076 | val_loss: 0.031285 | Time: 3296.58 ms
[2021-11-10 11:38:51 main:574] : INFO : Epoch 1914 | loss: 0.0309993 | val_loss: 0.0312878 | Time: 3384.12 ms
[2021-11-10 11:38:55 main:574] : INFO : Epoch 1915 | loss: 0.0309929 | val_loss: 0.0313121 | Time: 3297.03 ms
[2021-11-10 11:38:58 main:574] : INFO : Epoch 1916 | loss: 0.0309998 | val_loss: 0.0312799 | Time: 3343.99 ms
[2021-11-10 11:39:01 main:574] : INFO : Epoch 1917 | loss: 0.0309901 | val_loss: 0.0313327 | Time: 3378.9 ms
[2021-11-10 11:39:05 main:574] : INFO : Epoch 1918 | loss: 0.0309974 | val_loss: 0.0312734 | Time: 3341.77 ms
[2021-11-10 11:39:08 main:574] : INFO : Epoch 1919 | loss: 0.0309975 | val_loss: 0.0313199 | Time: 3305.82 ms
[2021-11-10 11:39:11 main:574] : INFO : Epoch 1920 | loss: 0.0309963 | val_loss: 0.0313077 | Time: 3311.87 ms
[2021-11-10 11:39:15 main:574] : INFO : Epoch 1921 | loss: 0.0310066 | val_loss: 0.0312977 | Time: 3347.41 ms
[2021-11-10 11:39:18 main:574] : INFO : Epoch 1922 | loss: 0.0310005 | val_loss: 0.0312905 | Time: 3269.99 ms
[2021-11-10 11:39:21 main:574] : INFO : Epoch 1923 | loss: 0.031006 | val_loss: 0.0312931 | Time: 3333.14 ms
[2021-11-10 11:39:25 main:574] : INFO : Epoch 1924 | loss: 0.0310239 | val_loss: 0.0312764 | Time: 3343.87 ms
[2021-11-10 11:39:28 main:574] : INFO : Epoch 1925 | loss: 0.0309973 | val_loss: 0.0313329 | Time: 3285.59 ms
[2021-11-10 11:39:31 main:574] : INFO : Epoch 1926 | loss: 0.0309905 | val_loss: 0.031274 | Time: 3281.29 ms
[2021-11-10 11:39:35 main:574] : INFO : Epoch 1927 | loss: 0.0309918 | val_loss: 0.0313104 | Time: 3351.66 ms
[2021-11-10 11:39:38 main:574] : INFO : Epoch 1928 | loss: 0.0310109 | val_loss: 0.0312781 | Time: 3297.12 ms
[2021-11-10 11:39:41 main:574] : INFO : Epoch 1929 | loss: 0.0310104 | val_loss: 0.0313254 | Time: 3317.88 ms
[2021-11-10 11:39:45 main:574] : INFO : Epoch 1930 | loss: 0.0310139 | val_loss: 0.0312863 | Time: 3340.24 ms
[2021-11-10 11:39:48 main:574] : INFO : Epoch 1931 | loss: 0.0310012 | val_loss: 0.0312915 | Time: 3399.19 ms
[2021-11-10 11:39:52 main:574] : INFO : Epoch 1932 | loss: 0.0310013 | val_loss: 0.0312633 | Time: 3326.74 ms
[2021-11-10 11:39:55 main:574] : INFO : Epoch 1933 | loss: 0.0310072 | val_loss: 0.0312742 | Time: 3287.24 ms
[2021-11-10 11:39:58 main:574] : INFO : Epoch 1934 | loss: 0.031013 | val_loss: 0.0313306 | Time: 3281.53 ms
[2021-11-10 11:40:01 main:574] : INFO : Epoch 1935 | loss: 0.031011 | val_loss: 0.0313076 | Time: 3319.7 ms
[2021-11-10 11:40:05 main:574] : INFO : Epoch 1936 | loss: 0.031002 | val_loss: 0.0312691 | Time: 3372.09 ms
[2021-11-10 11:40:08 main:574] : INFO : Epoch 1937 | loss: 0.0309987 | val_loss: 0.0313076 | Time: 3317.44 ms
[2021-11-10 11:40:11 main:574] : INFO : Epoch 1938 | loss: 0.0309888 | val_loss: 0.0312928 | Time: 3322.99 ms
[2021-11-10 11:40:15 main:574] : INFO : Epoch 1939 | loss: 0.0309973 | val_loss: 0.0313457 | Time: 3324.55 ms
[2021-11-10 11:40:18 main:574] : INFO : Epoch 1940 | loss: 0.0310031 | val_loss: 0.031241 | Time: 3388.92 ms
[2021-11-10 11:40:22 main:574] : INFO : Epoch 1941 | loss: 0.0310171 | val_loss: 0.0312913 | Time: 3417.77 ms
[2021-11-10 11:40:25 main:574] : INFO : Epoch 1942 | loss: 0.0310018 | val_loss: 0.0313203 | Time: 3316.54 ms
[2021-11-10 11:40:28 main:574] : INFO : Epoch 1943 | loss: 0.0309918 | val_loss: 0.0312853 | Time: 3300.03 ms
[2021-11-10 11:40:32 main:574] : INFO : Epoch 1944 | loss: 0.0309976 | val_loss: 0.0313267 | Time: 3276.29 ms
[2021-11-10 11:40:35 main:574] : INFO : Epoch 1945 | loss: 0.0310045 | val_loss: 0.0312513 | Time: 3292.52 ms
[2021-11-10 11:40:38 main:574] : INFO : Epoch 1946 | loss: 0.0309993 | val_loss: 0.0313524 | Time: 3285.78 ms
[2021-11-10 11:40:41 main:574] : INFO : Epoch 1947 | loss: 0.0310121 | val_loss: 0.0312579 | Time: 3316.01 ms
[2021-11-10 11:40:45 main:574] : INFO : Epoch 1948 | loss: 0.0309902 | val_loss: 0.0313271 | Time: 3284.57 ms
[2021-11-10 11:40:48 main:574] : INFO : Epoch 1949 | loss: 0.030991 | val_loss: 0.031268 | Time: 3391.35 ms
[2021-11-10 11:40:52 main:574] : INFO : Epoch 1950 | loss: 0.0309992 | val_loss: 0.0312853 | Time: 3319.02 ms
[2021-11-10 11:40:55 main:574] : INFO : Epoch 1951 | loss: 0.0309922 | val_loss: 0.0313085 | Time: 3333.22 ms
[2021-11-10 11:40:58 main:574] : INFO : Epoch 1952 | loss: 0.0310041 | val_loss: 0.0312852 | Time: 3341.15 ms
[2021-11-10 11:41:02 main:574] : INFO : Epoch 1953 | loss: 0.0310225 | val_loss: 0.0312897 | Time: 3457.15 ms
[2021-11-10 11:41:05 main:574] : INFO : Epoch 1954 | loss: 0.0310049 | val_loss: 0.03129 | Time: 3303.1 ms
[2021-11-10 11:41:08 main:574] : INFO : Epoch 1955 | loss: 0.0310005 | val_loss: 0.0312462 | Time: 3394.39 ms
[2021-11-10 11:41:12 main:574] : INFO : Epoch 1956 | loss: 0.0310078 | val_loss: 0.0313156 | Time: 3337.18 ms
[2021-11-10 11:41:15 main:574] : INFO : Epoch 1957 | loss: 0.0310007 | val_loss: 0.0313149 | Time: 3349.71 ms
[2021-11-10 11:41:18 main:574] : INFO : Epoch 1958 | loss: 0.0309931 | val_loss: 0.0313059 | Time: 3376.08 ms
[2021-11-10 11:41:22 main:574] : INFO : Epoch 1959 | loss: 0.030984 | val_loss: 0.0313327 | Time: 3338.79 ms
[2021-11-10 11:41:25 main:574] : INFO : Epoch 1960 | loss: 0.0309885 | val_loss: 0.0312968 | Time: 3364.93 ms
[2021-11-10 11:41:29 main:574] : INFO : Epoch 1961 | loss: 0.0309936 | val_loss: 0.0312918 | Time: 3367.81 ms
[2021-11-10 11:41:32 main:574] : INFO : Epoch 1962 | loss: 0.0309945 | val_loss: 0.0313017 | Time: 3360.14 ms
[2021-11-10 11:41:35 main:574] : INFO : Epoch 1963 | loss: 0.030998 | val_loss: 0.0313081 | Time: 3318.45 ms
[2021-11-10 11:41:39 main:574] : INFO : Epoch 1964 | loss: 0.0309963 | val_loss: 0.0313211 | Time: 3328.88 ms
[2021-11-10 11:41:42 main:574] : INFO : Epoch 1965 | loss: 0.0309949 | val_loss: 0.0312853 | Time: 3345.86 ms
[2021-11-10 11:41:45 main:574] : INFO : Epoch 1966 | loss: 0.0310009 | val_loss: 0.0313046 | Time: 3284.28 ms
[2021-11-10 11:41:49 main:574] : INFO : Epoch 1967 | loss: 0.0309958 | val_loss: 0.0312553 | Time: 3322.99 ms
[2021-11-10 11:41:52 main:574] : INFO : Epoch 1968 | loss: 0.0310102 | val_loss: 0.0312854 | Time: 3364.59 ms
[2021-11-10 11:41:55 main:574] : INFO : Epoch 1969 | loss: 0.0310034 | val_loss: 0.031275 | Time: 3381.83 ms
[2021-11-10 11:41:59 main:574] : INFO : Epoch 1970 | loss: 0.0310153 | val_loss: 0.0312911 | Time: 3314.6 ms
[2021-11-10 11:42:02 main:574] : INFO : Epoch 1971 | loss: 0.0309985 | val_loss: 0.031326 | Time: 3343.37 ms
[2021-11-10 11:42:05 main:574] : INFO : Epoch 1972 | loss: 0.0309928 | val_loss: 0.0312755 | Time: 3304.18 ms
[2021-11-10 11:42:09 main:574] : INFO : Epoch 1973 | loss: 0.0310363 | val_loss: 0.0312493 | Time: 3339.63 ms
[2021-11-10 11:42:12 main:574] : INFO : Epoch 1974 | loss: 0.031064 | val_loss: 0.0312632 | Time: 3327.22 ms
[2021-11-10 11:42:15 main:574] : INFO : Epoch 1975 | loss: 0.0310406 | val_loss: 0.0312418 | Time: 3351.76 ms
[2021-11-10 11:42:19 main:574] : INFO : Epoch 1976 | loss: 0.031042 | val_loss: 0.0312808 | Time: 3340.07 ms
[2021-11-10 11:42:22 main:574] : INFO : Epoch 1977 | loss: 0.0310159 | val_loss: 0.0312974 | Time: 3258.09 ms
[2021-11-10 11:42:25 main:574] : INFO : Epoch 1978 | loss: 0.031002 | val_loss: 0.0312853 | Time: 3341.18 ms
[2021-11-10 11:42:29 main:574] : INFO : Epoch 1979 | loss: 0.0309979 | val_loss: 0.0313376 | Time: 3307.11 ms
[2021-11-10 11:42:32 main:574] : INFO : Epoch 1980 | loss: 0.0309887 | val_loss: 0.0312945 | Time: 3286.89 ms
[2021-11-10 11:42:35 main:574] : INFO : Epoch 1981 | loss: 0.0309892 | val_loss: 0.0312934 | Time: 3282.71 ms
[2021-11-10 11:42:39 main:574] : INFO : Epoch 1982 | loss: 0.0310115 | val_loss: 0.0312868 | Time: 3343.47 ms
[2021-11-10 11:42:42 main:574] : INFO : Epoch 1983 | loss: 0.0310297 | val_loss: 0.0312603 | Time: 3262.29 ms
[2021-11-10 11:42:45 main:574] : INFO : Epoch 1984 | loss: 0.0310189 | val_loss: 0.0312477 | Time: 3369.17 ms
[2021-11-10 11:42:49 main:574] : INFO : Epoch 1985 | loss: 0.0310055 | val_loss: 0.0313167 | Time: 3295.92 ms
[2021-11-10 11:42:52 main:574] : INFO : Epoch 1986 | loss: 0.0310003 | val_loss: 0.0312961 | Time: 3234.92 ms
[2021-11-10 11:42:55 main:574] : INFO : Epoch 1987 | loss: 0.0309999 | val_loss: 0.0312784 | Time: 3345.7 ms
[2021-11-10 11:42:59 main:574] : INFO : Epoch 1988 | loss: 0.0309954 | val_loss: 0.031306 | Time: 3310.31 ms
[2021-11-10 11:43:02 main:574] : INFO : Epoch 1989 | loss: 0.0309947 | val_loss: 0.0312922 | Time: 3324.86 ms
[2021-11-10 11:43:05 main:574] : INFO : Epoch 1990 | loss: 0.0309871 | val_loss: 0.0313206 | Time: 3330.88 ms
[2021-11-10 11:43:09 main:574] : INFO : Epoch 1991 | loss: 0.0309867 | val_loss: 0.0313228 | Time: 3400.8 ms
[2021-11-10 11:43:12 main:574] : INFO : Epoch 1992 | loss: 0.0310006 | val_loss: 0.031259 | Time: 3267.22 ms
[2021-11-10 11:43:15 main:574] : INFO : Epoch 1993 | loss: 0.0310039 | val_loss: 0.0312907 | Time: 3396.19 ms
[2021-11-10 11:43:19 main:574] : INFO : Epoch 1994 | loss: 0.0310137 | val_loss: 0.0312716 | Time: 3338.97 ms
[2021-11-10 11:43:22 main:574] : INFO : Epoch 1995 | loss: 0.0310132 | val_loss: 0.0313039 | Time: 3319.11 ms
[2021-11-10 11:43:25 main:574] : INFO : Epoch 1996 | loss: 0.0309963 | val_loss: 0.0312979 | Time: 3318.19 ms
[2021-11-10 11:43:29 main:574] : INFO : Epoch 1997 | loss: 0.03099 | val_loss: 0.0313069 | Time: 3397 ms
[2021-11-10 11:43:32 main:574] : INFO : Epoch 1998 | loss: 0.0309935 | val_loss: 0.0313064 | Time: 3277.73 ms
[2021-11-10 11:43:35 main:574] : INFO : Epoch 1999 | loss: 0.0309982 | val_loss: 0.0313193 | Time: 3330.75 ms
[2021-11-10 11:43:39 main:574] : INFO : Epoch 2000 | loss: 0.0309956 | val_loss: 0.0312988 | Time: 3342.98 ms
[2021-11-10 11:43:42 main:574] : INFO : Epoch 2001 | loss: 0.0310046 | val_loss: 0.0312679 | Time: 3276.06 ms
[2021-11-10 11:43:45 main:574] : INFO : Epoch 2002 | loss: 0.0309985 | val_loss: 0.0313288 | Time: 3372 ms
[2021-11-10 11:43:49 main:574] : INFO : Epoch 2003 | loss: 0.0309957 | val_loss: 0.0312987 | Time: 3400.89 ms
[2021-11-10 11:43:52 main:574] : INFO : Epoch 2004 | loss: 0.0309924 | val_loss: 0.0313427 | Time: 3325.08 ms
[2021-11-10 11:43:55 main:574] : INFO : Epoch 2005 | loss: 0.0309943 | val_loss: 0.0312717 | Time: 3277.2 ms
[2021-11-10 11:43:59 main:574] : INFO : Epoch 2006 | loss: 0.0309921 | val_loss: 0.0313125 | Time: 3363.34 ms
[2021-11-10 11:44:02 main:574] : INFO : Epoch 2007 | loss: 0.0309933 | val_loss: 0.0312969 | Time: 3296.56 ms
[2021-11-10 11:44:05 main:574] : INFO : Epoch 2008 | loss: 0.0309885 | val_loss: 0.0313212 | Time: 3294.28 ms
[2021-11-10 11:44:09 main:574] : INFO : Epoch 2009 | loss: 0.0309922 | val_loss: 0.0313081 | Time: 3300.4 ms
[2021-11-10 11:44:12 main:574] : INFO : Epoch 2010 | loss: 0.0309976 | val_loss: 0.0312801 | Time: 3334.19 ms
[2021-11-10 11:44:15 main:574] : INFO : Epoch 2011 | loss: 0.0310022 | val_loss: 0.0312872 | Time: 3325.5 ms
[2021-11-10 11:44:19 main:574] : INFO : Epoch 2012 | loss: 0.0309984 | val_loss: 0.0312824 | Time: 3275.35 ms
[2021-11-10 11:44:22 main:574] : INFO : Epoch 2013 | loss: 0.0309901 | val_loss: 0.0312996 | Time: 3389.47 ms
[2021-11-10 11:44:25 main:574] : INFO : Epoch 2014 | loss: 0.0309942 | val_loss: 0.0312965 | Time: 3327.69 ms
[2021-11-10 11:44:29 main:574] : INFO : Epoch 2015 | loss: 0.0310009 | val_loss: 0.0312738 | Time: 3264.69 ms
[2021-11-10 11:44:32 main:574] : INFO : Epoch 2016 | loss: 0.0310029 | val_loss: 0.031315 | Time: 3329.11 ms
[2021-11-10 11:44:35 main:574] : INFO : Epoch 2017 | loss: 0.0309981 | val_loss: 0.0312994 | Time: 3346.49 ms
[2021-11-10 11:44:39 main:574] : INFO : Epoch 2018 | loss: 0.0309985 | val_loss: 0.0313056 | Time: 3267.33 ms
[2021-11-10 11:44:42 main:574] : INFO : Epoch 2019 | loss: 0.0310008 | val_loss: 0.0313434 | Time: 3301.72 ms
[2021-11-10 11:44:45 main:574] : INFO : Epoch 2020 | loss: 0.0310031 | val_loss: 0.0312546 | Time: 3294.5 ms
[2021-11-10 11:44:49 main:574] : INFO : Epoch 2021 | loss: 0.0310035 | val_loss: 0.0313452 | Time: 3329.55 ms
[2021-11-10 11:44:52 main:574] : INFO : Epoch 2022 | loss: 0.031006 | val_loss: 0.0313122 | Time: 3343.54 ms
[2021-11-10 11:44:55 main:574] : INFO : Epoch 2023 | loss: 0.0309942 | val_loss: 0.0313435 | Time: 3318.26 ms
[2021-11-10 11:44:59 main:574] : INFO : Epoch 2024 | loss: 0.030999 | val_loss: 0.0312685 | Time: 3278.28 ms
[2021-11-10 11:45:02 main:574] : INFO : Epoch 2025 | loss: 0.0309913 | val_loss: 0.031308 | Time: 3321.86 ms
[2021-11-10 11:45:05 main:574] : INFO : Epoch 2026 | loss: 0.0309845 | val_loss: 0.0313187 | Time: 3362.62 ms
[2021-11-10 11:45:09 main:574] : INFO : Epoch 2027 | loss: 0.0309949 | val_loss: 0.0313079 | Time: 3289 ms
[2021-11-10 11:45:12 main:574] : INFO : Epoch 2028 | loss: 0.0309925 | val_loss: 0.0312921 | Time: 3275.74 ms
[2021-11-10 11:45:15 main:574] : INFO : Epoch 2029 | loss: 0.0309927 | val_loss: 0.0312758 | Time: 3298.34 ms
[2021-11-10 11:45:19 main:574] : INFO : Epoch 2030 | loss: 0.030996 | val_loss: 0.0313003 | Time: 3303.14 ms
[2021-11-10 11:45:22 main:574] : INFO : Epoch 2031 | loss: 0.0309919 | val_loss: 0.0312987 | Time: 3353.76 ms
[2021-11-10 11:45:25 main:574] : INFO : Epoch 2032 | loss: 0.0309952 | val_loss: 0.0313146 | Time: 3356.8 ms
[2021-11-10 11:45:29 main:574] : INFO : Epoch 2033 | loss: 0.0309979 | val_loss: 0.0312854 | Time: 3308.62 ms
[2021-11-10 11:45:32 main:574] : INFO : Epoch 2034 | loss: 0.030992 | val_loss: 0.0313215 | Time: 3302.32 ms
[2021-11-10 11:45:35 main:574] : INFO : Epoch 2035 | loss: 0.0309863 | val_loss: 0.0313231 | Time: 3284.15 ms
[2021-11-10 11:45:39 main:574] : INFO : Epoch 2036 | loss: 0.0309888 | val_loss: 0.0312662 | Time: 3302.53 ms
[2021-11-10 11:45:42 main:574] : INFO : Epoch 2037 | loss: 0.0310113 | val_loss: 0.0312967 | Time: 3381.2 ms
[2021-11-10 11:45:45 main:574] : INFO : Epoch 2038 | loss: 0.0310016 | val_loss: 0.0312939 | Time: 3381.47 ms
[2021-11-10 11:45:49 main:574] : INFO : Epoch 2039 | loss: 0.0309901 | val_loss: 0.0312858 | Time: 3383.03 ms
[2021-11-10 11:45:52 main:574] : INFO : Epoch 2040 | loss: 0.0310011 | val_loss: 0.0313389 | Time: 3268.15 ms
[2021-11-10 11:45:55 main:574] : INFO : Epoch 2041 | loss: 0.0309993 | val_loss: 0.0312874 | Time: 3282.51 ms
[2021-11-10 11:45:59 main:574] : INFO : Epoch 2042 | loss: 0.0309973 | val_loss: 0.0312797 | Time: 3299.63 ms
[2021-11-10 11:46:02 main:574] : INFO : Epoch 2043 | loss: 0.0309934 | val_loss: 0.0313014 | Time: 3354.8 ms
[2021-11-10 11:46:05 main:574] : INFO : Epoch 2044 | loss: 0.031001 | val_loss: 0.0313026 | Time: 3269.81 ms
[2021-11-10 11:46:09 main:574] : INFO : Epoch 2045 | loss: 0.0309995 | val_loss: 0.0312841 | Time: 3318.71 ms
[2021-11-10 11:46:12 main:574] : INFO : Epoch 2046 | loss: 0.0309938 | val_loss: 0.0313071 | Time: 3324.55 ms
[2021-11-10 11:46:15 main:574] : INFO : Epoch 2047 | loss: 0.0309842 | val_loss: 0.0313289 | Time: 3333.84 ms
[2021-11-10 11:46:19 main:574] : INFO : Epoch 2048 | loss: 0.030988 | val_loss: 0.0312706 | Time: 3304.53 ms
[2021-11-10 11:46:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312706
[2021-11-10 11:46:19 main:603] : INFO : Saving end state to config to file
[2021-11-10 11:46:19 main:608] : INFO : Success, exiting..
11:46:19 (7412): 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)