Task 6269097
| Name | ParityMachine-1627976816-8483-0_0 |
| Workunit | 4055721 |
| Created | 3 Aug 2021, 7:46:57 UTC |
| Sent | 5 Aug 2021, 12:32:45 UTC |
| Report deadline | 13 Aug 2021, 12:32:45 UTC |
| Received | 5 Aug 2021, 15:29:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11302 |
| Run time | 1 hours 51 min 50 sec |
| CPU time | 1 hours 46 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,989.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.29 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311116 | val_loss: 0.0311608 | Time: 3072.88 ms
[2021-08-05 10:02:07 main:574] : INFO : Epoch 1543 | loss: 0.0311127 | val_loss: 0.0311691 | Time: 3108.75 ms
[2021-08-05 10:02:10 main:574] : INFO : Epoch 1544 | loss: 0.031113 | val_loss: 0.0311661 | Time: 3243.02 ms
[2021-08-05 10:02:13 main:574] : INFO : Epoch 1545 | loss: 0.031111 | val_loss: 0.0311598 | Time: 3145.81 ms
[2021-08-05 10:02:17 main:574] : INFO : Epoch 1546 | loss: 0.0311104 | val_loss: 0.0311617 | Time: 3287.17 ms
[2021-08-05 10:02:20 main:574] : INFO : Epoch 1547 | loss: 0.0311119 | val_loss: 0.0311632 | Time: 3129.29 ms
[2021-08-05 10:02:23 main:574] : INFO : Epoch 1548 | loss: 0.0311105 | val_loss: 0.0311618 | Time: 3306.4 ms
[2021-08-05 10:02:26 main:574] : INFO : Epoch 1549 | loss: 0.0311136 | val_loss: 0.0311614 | Time: 3319.9 ms
[2021-08-05 10:02:29 main:574] : INFO : Epoch 1550 | loss: 0.0311127 | val_loss: 0.03116 | Time: 3052.25 ms
[2021-08-05 10:02:33 main:574] : INFO : Epoch 1551 | loss: 0.0311109 | val_loss: 0.0311595 | Time: 3098.03 ms
[2021-08-05 10:02:36 main:574] : INFO : Epoch 1552 | loss: 0.0311112 | val_loss: 0.0311611 | Time: 3654.05 ms
[2021-08-05 10:02:40 main:574] : INFO : Epoch 1553 | loss: 0.0311133 | val_loss: 0.0311645 | Time: 3532.68 ms
[2021-08-05 10:02:43 main:574] : INFO : Epoch 1554 | loss: 0.0311161 | val_loss: 0.0311573 | Time: 3052.63 ms
[2021-08-05 10:02:46 main:574] : INFO : Epoch 1555 | loss: 0.0311134 | val_loss: 0.0311607 | Time: 3193.91 ms
[2021-08-05 10:02:49 main:574] : INFO : Epoch 1556 | loss: 0.0311118 | val_loss: 0.0311638 | Time: 3087.48 ms
[2021-08-05 10:02:52 main:574] : INFO : Epoch 1557 | loss: 0.0311136 | val_loss: 0.0311641 | Time: 3163.28 ms
[2021-08-05 10:02:56 main:574] : INFO : Epoch 1558 | loss: 0.0311144 | val_loss: 0.0311705 | Time: 3235.54 ms
[2021-08-05 10:02:59 main:574] : INFO : Epoch 1559 | loss: 0.0311135 | val_loss: 0.0311637 | Time: 3068.62 ms
[2021-08-05 10:03:02 main:574] : INFO : Epoch 1560 | loss: 0.0311121 | val_loss: 0.0311605 | Time: 3058.07 ms
[2021-08-05 10:03:05 main:574] : INFO : Epoch 1561 | loss: 0.0311132 | val_loss: 0.0311713 | Time: 3061.18 ms
[2021-08-05 10:03:08 main:574] : INFO : Epoch 1562 | loss: 0.0311202 | val_loss: 0.0311583 | Time: 3005.44 ms
[2021-08-05 10:03:11 main:574] : INFO : Epoch 1563 | loss: 0.0311185 | val_loss: 0.0311608 | Time: 3123.22 ms
[2021-08-05 10:03:14 main:574] : INFO : Epoch 1564 | loss: 0.0311135 | val_loss: 0.0311606 | Time: 3224.61 ms
[2021-08-05 10:03:17 main:574] : INFO : Epoch 1565 | loss: 0.0311166 | val_loss: 0.0311592 | Time: 2932.57 ms
[2021-08-05 10:03:21 main:574] : INFO : Epoch 1566 | loss: 0.0311104 | val_loss: 0.0311605 | Time: 3175.31 ms
[2021-08-05 10:03:24 main:574] : INFO : Epoch 1567 | loss: 0.0311084 | val_loss: 0.0311604 | Time: 3290.3 ms
[2021-08-05 10:03:27 main:574] : INFO : Epoch 1568 | loss: 0.0311109 | val_loss: 0.0311635 | Time: 3218.44 ms
[2021-08-05 10:03:30 main:574] : INFO : Epoch 1569 | loss: 0.0311163 | val_loss: 0.0311595 | Time: 3063.5 ms
[2021-08-05 10:03:34 main:574] : INFO : Epoch 1570 | loss: 0.0311117 | val_loss: 0.0311581 | Time: 3176.77 ms
[2021-08-05 10:03:37 main:574] : INFO : Epoch 1571 | loss: 0.0311083 | val_loss: 0.0311583 | Time: 3264.54 ms
[2021-08-05 10:03:40 main:574] : INFO : Epoch 1572 | loss: 0.0311074 | val_loss: 0.0311615 | Time: 2985.14 ms
[2021-08-05 10:03:43 main:574] : INFO : Epoch 1573 | loss: 0.0311102 | val_loss: 0.0311599 | Time: 3100.81 ms
[2021-08-05 10:03:46 main:574] : INFO : Epoch 1574 | loss: 0.0311101 | val_loss: 0.0311602 | Time: 3023.86 ms
[2021-08-05 10:03:49 main:574] : INFO : Epoch 1575 | loss: 0.031115 | val_loss: 0.0311584 | Time: 3142.3 ms
[2021-08-05 10:03:53 main:574] : INFO : Epoch 1576 | loss: 0.0311152 | val_loss: 0.0311598 | Time: 3536.59 ms
[2021-08-05 10:03:56 main:574] : INFO : Epoch 1577 | loss: 0.0311132 | val_loss: 0.0311555 | Time: 3169.93 ms
[2021-08-05 10:04:00 main:574] : INFO : Epoch 1578 | loss: 0.0311191 | val_loss: 0.0311597 | Time: 3358.37 ms
[2021-08-05 10:04:03 main:574] : INFO : Epoch 1579 | loss: 0.0311213 | val_loss: 0.0311603 | Time: 3228.11 ms
[2021-08-05 10:04:06 main:574] : INFO : Epoch 1580 | loss: 0.0311137 | val_loss: 0.0311598 | Time: 3264.57 ms
[2021-08-05 10:04:10 main:574] : INFO : Epoch 1581 | loss: 0.0311113 | val_loss: 0.031158 | Time: 3508.46 ms
[2021-08-05 10:04:13 main:574] : INFO : Epoch 1582 | loss: 0.0311114 | val_loss: 0.0311574 | Time: 3497.9 ms
[2021-08-05 10:04:16 main:574] : INFO : Epoch 1583 | loss: 0.0311082 | val_loss: 0.0311586 | Time: 3041.91 ms
[2021-08-05 10:04:19 main:574] : INFO : Epoch 1584 | loss: 0.0311054 | val_loss: 0.03116 | Time: 2935.12 ms
[2021-08-05 10:04:22 main:574] : INFO : Epoch 1585 | loss: 0.0311057 | val_loss: 0.0311625 | Time: 2931.81 ms
[2021-08-05 10:04:25 main:574] : INFO : Epoch 1586 | loss: 0.0311031 | val_loss: 0.0311636 | Time: 3131.6 ms
[2021-08-05 10:04:29 main:574] : INFO : Epoch 1587 | loss: 0.0311064 | val_loss: 0.0311642 | Time: 3472.34 ms
[2021-08-05 10:04:32 main:574] : INFO : Epoch 1588 | loss: 0.031112 | val_loss: 0.0311587 | Time: 3096.92 ms
[2021-08-05 10:04:35 main:574] : INFO : Epoch 1589 | loss: 0.0311072 | val_loss: 0.0311553 | Time: 3114.69 ms
[2021-08-05 10:04:38 main:574] : INFO : Epoch 1590 | loss: 0.0311067 | val_loss: 0.0311568 | Time: 3005.45 ms
[2021-08-05 10:04:41 main:574] : INFO : Epoch 1591 | loss: 0.0311091 | val_loss: 0.0311598 | Time: 3141.39 ms
[2021-08-05 10:04:45 main:574] : INFO : Epoch 1592 | loss: 0.0311113 | val_loss: 0.0311641 | Time: 3402.61 ms
[2021-08-05 10:04:48 main:574] : INFO : Epoch 1593 | loss: 0.031112 | val_loss: 0.0311607 | Time: 3360.53 ms
[2021-08-05 10:04:51 main:574] : INFO : Epoch 1594 | loss: 0.0311069 | val_loss: 0.0311664 | Time: 3144.19 ms
[2021-08-05 10:04:55 main:574] : INFO : Epoch 1595 | loss: 0.0311082 | val_loss: 0.0311581 | Time: 3120.79 ms
[2021-08-05 10:04:57 main:574] : INFO : Epoch 1596 | loss: 0.0311027 | val_loss: 0.0311598 | Time: 2970.81 ms
[2021-08-05 10:05:01 main:574] : INFO : Epoch 1597 | loss: 0.0311047 | val_loss: 0.0311615 | Time: 3070.08 ms
[2021-08-05 10:05:04 main:574] : INFO : Epoch 1598 | loss: 0.0311064 | val_loss: 0.0311627 | Time: 3123.22 ms
[2021-08-05 10:05:07 main:574] : INFO : Epoch 1599 | loss: 0.0311088 | val_loss: 0.0311567 | Time: 3340.74 ms
[2021-08-05 10:05:11 main:574] : INFO : Epoch 1600 | loss: 0.0311077 | val_loss: 0.0311614 | Time: 3370.58 ms
[2021-08-05 10:05:14 main:574] : INFO : Epoch 1601 | loss: 0.0311038 | val_loss: 0.0311656 | Time: 3143.29 ms
[2021-08-05 10:05:17 main:574] : INFO : Epoch 1602 | loss: 0.0311043 | val_loss: 0.031163 | Time: 3341.22 ms
[2021-08-05 10:05:20 main:574] : INFO : Epoch 1603 | loss: 0.0311037 | val_loss: 0.0311672 | Time: 3150.76 ms
[2021-08-05 10:05:24 main:574] : INFO : Epoch 1604 | loss: 0.0311055 | val_loss: 0.0311624 | Time: 3193.16 ms
[2021-08-05 10:05:27 main:574] : INFO : Epoch 1605 | loss: 0.0311032 | val_loss: 0.0311634 | Time: 3299.08 ms
[2021-08-05 10:05:30 main:574] : INFO : Epoch 1606 | loss: 0.0311038 | val_loss: 0.0311578 | Time: 2951.11 ms
[2021-08-05 10:05:33 main:574] : INFO : Epoch 1607 | loss: 0.0311079 | val_loss: 0.0311585 | Time: 3226.67 ms
[2021-08-05 10:05:36 main:574] : INFO : Epoch 1608 | loss: 0.0311064 | val_loss: 0.0311607 | Time: 2953.59 ms
[2021-08-05 10:05:39 main:574] : INFO : Epoch 1609 | loss: 0.0311076 | val_loss: 0.0311602 | Time: 3025.63 ms
[2021-08-05 10:05:43 main:574] : INFO : Epoch 1610 | loss: 0.0311066 | val_loss: 0.0311619 | Time: 3226.45 ms
[2021-08-05 10:05:46 main:574] : INFO : Epoch 1611 | loss: 0.0311037 | val_loss: 0.0311624 | Time: 3186.78 ms
[2021-08-05 10:05:49 main:574] : INFO : Epoch 1612 | loss: 0.0311054 | val_loss: 0.0311563 | Time: 2916.87 ms
[2021-08-05 10:05:52 main:574] : INFO : Epoch 1613 | loss: 0.0311063 | val_loss: 0.0311696 | Time: 3360.51 ms
[2021-08-05 10:05:55 main:574] : INFO : Epoch 1614 | loss: 0.0311042 | val_loss: 0.0311619 | Time: 3039.93 ms
[2021-08-05 10:05:59 main:574] : INFO : Epoch 1615 | loss: 0.0311023 | val_loss: 0.0311575 | Time: 3346.19 ms
[2021-08-05 10:06:02 main:574] : INFO : Epoch 1616 | loss: 0.0311015 | val_loss: 0.0311597 | Time: 3128.75 ms
[2021-08-05 10:06:05 main:574] : INFO : Epoch 1617 | loss: 0.0310994 | val_loss: 0.0311666 | Time: 3093.68 ms
[2021-08-05 10:06:08 main:574] : INFO : Epoch 1618 | loss: 0.0311008 | val_loss: 0.0311636 | Time: 3091.59 ms
[2021-08-05 10:06:11 main:574] : INFO : Epoch 1619 | loss: 0.0311059 | val_loss: 0.031161 | Time: 3064.78 ms
[2021-08-05 10:06:14 main:574] : INFO : Epoch 1620 | loss: 0.0311063 | val_loss: 0.0311601 | Time: 3153.91 ms
[2021-08-05 10:06:17 main:574] : INFO : Epoch 1621 | loss: 0.0311047 | val_loss: 0.0311608 | Time: 2945.54 ms
[2021-08-05 10:06:21 main:574] : INFO : Epoch 1622 | loss: 0.0311053 | val_loss: 0.0311711 | Time: 3198.07 ms
[2021-08-05 10:06:24 main:574] : INFO : Epoch 1623 | loss: 0.0311011 | val_loss: 0.0311579 | Time: 3626.58 ms
[2021-08-05 10:06:28 main:574] : INFO : Epoch 1624 | loss: 0.0311008 | val_loss: 0.0311647 | Time: 3485.5 ms
[2021-08-05 10:06:31 main:574] : INFO : Epoch 1625 | loss: 0.0311016 | val_loss: 0.031159 | Time: 3205.91 ms
[2021-08-05 10:06:34 main:574] : INFO : Epoch 1626 | loss: 0.0311131 | val_loss: 0.0311566 | Time: 3121.85 ms
[2021-08-05 10:06:37 main:574] : INFO : Epoch 1627 | loss: 0.0311075 | val_loss: 0.0311602 | Time: 2981.36 ms
[2021-08-05 10:06:40 main:574] : INFO : Epoch 1628 | loss: 0.0311022 | val_loss: 0.0311599 | Time: 3047.43 ms
[2021-08-05 10:06:44 main:574] : INFO : Epoch 1629 | loss: 0.031102 | val_loss: 0.0311606 | Time: 3351.72 ms
[2021-08-05 10:06:47 main:574] : INFO : Epoch 1630 | loss: 0.0311048 | val_loss: 0.0311655 | Time: 3270.23 ms
[2021-08-05 10:06:50 main:574] : INFO : Epoch 1631 | loss: 0.0311047 | val_loss: 0.0311664 | Time: 2979.6 ms
[2021-08-05 10:06:53 main:574] : INFO : Epoch 1632 | loss: 0.0310987 | val_loss: 0.0311676 | Time: 3261.89 ms
[2021-08-05 10:06:57 main:574] : INFO : Epoch 1633 | loss: 0.0311006 | val_loss: 0.0311635 | Time: 3405.13 ms
[2021-08-05 10:07:00 main:574] : INFO : Epoch 1634 | loss: 0.0310983 | val_loss: 0.0311669 | Time: 3188.08 ms
[2021-08-05 10:07:04 main:574] : INFO : Epoch 1635 | loss: 0.0310989 | val_loss: 0.0311637 | Time: 3591.87 ms
[2021-08-05 10:07:07 main:574] : INFO : Epoch 1636 | loss: 0.0311025 | val_loss: 0.0311644 | Time: 3283.68 ms
[2021-08-05 10:07:10 main:574] : INFO : Epoch 1637 | loss: 0.0310976 | val_loss: 0.0311612 | Time: 2963.22 ms
[2021-08-05 10:07:13 main:574] : INFO : Epoch 1638 | loss: 0.0310979 | val_loss: 0.0311642 | Time: 3099.41 ms
[2021-08-05 10:07:16 main:574] : INFO : Epoch 1639 | loss: 0.0310994 | val_loss: 0.0311616 | Time: 3093.15 ms
[2021-08-05 10:07:20 main:574] : INFO : Epoch 1640 | loss: 0.0311059 | val_loss: 0.0311651 | Time: 3327.09 ms
[2021-08-05 10:07:23 main:574] : INFO : Epoch 1641 | loss: 0.0311058 | val_loss: 0.0311632 | Time: 3224.19 ms
[2021-08-05 10:07:26 main:574] : INFO : Epoch 1642 | loss: 0.0311081 | val_loss: 0.0311638 | Time: 3273.24 ms
[2021-08-05 10:07:30 main:574] : INFO : Epoch 1643 | loss: 0.0311049 | val_loss: 0.0311617 | Time: 3313.37 ms
[2021-08-05 10:07:33 main:574] : INFO : Epoch 1644 | loss: 0.0311031 | val_loss: 0.031164 | Time: 3323.86 ms
[2021-08-05 10:07:36 main:574] : INFO : Epoch 1645 | loss: 0.0311007 | val_loss: 0.0311634 | Time: 3281.14 ms
[2021-08-05 10:07:40 main:574] : INFO : Epoch 1646 | loss: 0.0310992 | val_loss: 0.0311642 | Time: 3164.02 ms
[2021-08-05 10:07:43 main:574] : INFO : Epoch 1647 | loss: 0.031107 | val_loss: 0.0311635 | Time: 3143.71 ms
[2021-08-05 10:07:46 main:574] : INFO : Epoch 1648 | loss: 0.0311051 | val_loss: 0.0311649 | Time: 3064.45 ms
[2021-08-05 10:07:49 main:574] : INFO : Epoch 1649 | loss: 0.0311014 | val_loss: 0.0311632 | Time: 3263.3 ms
[2021-08-05 10:07:52 main:574] : INFO : Epoch 1650 | loss: 0.0311066 | val_loss: 0.0311581 | Time: 3019.54 ms
[2021-08-05 10:07:56 main:574] : INFO : Epoch 1651 | loss: 0.0311036 | val_loss: 0.0311678 | Time: 3322.87 ms
[2021-08-05 10:07:59 main:574] : INFO : Epoch 1652 | loss: 0.0311004 | val_loss: 0.0311704 | Time: 3125.79 ms
[2021-08-05 10:08:02 main:574] : INFO : Epoch 1653 | loss: 0.031172 | val_loss: 0.031179 | Time: 3425.66 ms
[2021-08-05 10:08:05 main:574] : INFO : Epoch 1654 | loss: 0.0311678 | val_loss: 0.0311628 | Time: 3125.34 ms
[2021-08-05 10:08:09 main:574] : INFO : Epoch 1655 | loss: 0.0311542 | val_loss: 0.0311567 | Time: 3341.57 ms
[2021-08-05 10:08:12 main:574] : INFO : Epoch 1656 | loss: 0.0311496 | val_loss: 0.0311553 | Time: 3094.99 ms
[2021-08-05 10:08:15 main:574] : INFO : Epoch 1657 | loss: 0.0311433 | val_loss: 0.0311581 | Time: 3436.67 ms
[2021-08-05 10:08:18 main:574] : INFO : Epoch 1658 | loss: 0.0311413 | val_loss: 0.0311555 | Time: 2923.67 ms
[2021-08-05 10:08:21 main:574] : INFO : Epoch 1659 | loss: 0.0311367 | val_loss: 0.0311514 | Time: 3160.28 ms
[2021-08-05 10:08:25 main:574] : INFO : Epoch 1660 | loss: 0.0311346 | val_loss: 0.0311544 | Time: 3261.93 ms
[2021-08-05 10:08:28 main:574] : INFO : Epoch 1661 | loss: 0.0311337 | val_loss: 0.0311562 | Time: 3164.39 ms
[2021-08-05 10:08:31 main:574] : INFO : Epoch 1662 | loss: 0.0311309 | val_loss: 0.031153 | Time: 3477.84 ms
[2021-08-05 10:08:35 main:574] : INFO : Epoch 1663 | loss: 0.0311293 | val_loss: 0.0311533 | Time: 3193.01 ms
[2021-08-05 10:08:38 main:574] : INFO : Epoch 1664 | loss: 0.0311266 | val_loss: 0.031156 | Time: 3390.54 ms
[2021-08-05 10:08:41 main:574] : INFO : Epoch 1665 | loss: 0.0311267 | val_loss: 0.0311549 | Time: 3046.48 ms
[2021-08-05 10:08:45 main:574] : INFO : Epoch 1666 | loss: 0.031125 | val_loss: 0.0311575 | Time: 3385.27 ms
[2021-08-05 10:08:48 main:574] : INFO : Epoch 1667 | loss: 0.0311249 | val_loss: 0.031154 | Time: 2998.84 ms
[2021-08-05 10:08:51 main:574] : INFO : Epoch 1668 | loss: 0.031123 | val_loss: 0.0311546 | Time: 3310.93 ms
[2021-08-05 10:08:54 main:574] : INFO : Epoch 1669 | loss: 0.031125 | val_loss: 0.031154 | Time: 3249.33 ms
[2021-08-05 10:08:58 main:574] : INFO : Epoch 1670 | loss: 0.031122 | val_loss: 0.031153 | Time: 3302.01 ms
[2021-08-05 10:09:01 main:574] : INFO : Epoch 1671 | loss: 0.0311226 | val_loss: 0.0311583 | Time: 3653.83 ms
[2021-08-05 10:09:05 main:574] : INFO : Epoch 1672 | loss: 0.0311218 | val_loss: 0.0311543 | Time: 3400.62 ms
[2021-08-05 10:09:08 main:574] : INFO : Epoch 1673 | loss: 0.0311227 | val_loss: 0.0311607 | Time: 3510.02 ms
[2021-08-05 10:09:12 main:574] : INFO : Epoch 1674 | loss: 0.0311211 | val_loss: 0.0311527 | Time: 3179.99 ms
[2021-08-05 10:09:15 main:574] : INFO : Epoch 1675 | loss: 0.0311195 | val_loss: 0.0311537 | Time: 3222.38 ms
[2021-08-05 10:09:18 main:574] : INFO : Epoch 1676 | loss: 0.0311183 | val_loss: 0.0311507 | Time: 3059.35 ms
[2021-08-05 10:09:21 main:574] : INFO : Epoch 1677 | loss: 0.0311234 | val_loss: 0.0311645 | Time: 3019.93 ms
[2021-08-05 10:09:24 main:574] : INFO : Epoch 1678 | loss: 0.0311224 | val_loss: 0.0311554 | Time: 3150.8 ms
[2021-08-05 10:09:27 main:574] : INFO : Epoch 1679 | loss: 0.0311182 | val_loss: 0.0311516 | Time: 3132.85 ms
[2021-08-05 10:09:31 main:574] : INFO : Epoch 1680 | loss: 0.0311192 | val_loss: 0.0311601 | Time: 3217.16 ms
[2021-08-05 10:09:34 main:574] : INFO : Epoch 1681 | loss: 0.0311191 | val_loss: 0.0311571 | Time: 3073.9 ms
[2021-08-05 10:09:37 main:574] : INFO : Epoch 1682 | loss: 0.0311157 | val_loss: 0.0311513 | Time: 3102.89 ms
[2021-08-05 10:09:40 main:574] : INFO : Epoch 1683 | loss: 0.0311149 | val_loss: 0.0311534 | Time: 3112.45 ms
[2021-08-05 10:09:43 main:574] : INFO : Epoch 1684 | loss: 0.0311158 | val_loss: 0.0311522 | Time: 3189.86 ms
[2021-08-05 10:09:46 main:574] : INFO : Epoch 1685 | loss: 0.0311159 | val_loss: 0.0311491 | Time: 3173.35 ms
[2021-08-05 10:09:49 main:574] : INFO : Epoch 1686 | loss: 0.0311153 | val_loss: 0.031152 | Time: 2933.1 ms
[2021-08-05 10:09:53 main:574] : INFO : Epoch 1687 | loss: 0.0311143 | val_loss: 0.0311524 | Time: 3388.98 ms
[2021-08-05 10:09:56 main:574] : INFO : Epoch 1688 | loss: 0.031113 | val_loss: 0.0311525 | Time: 2951.48 ms
[2021-08-05 10:09:59 main:574] : INFO : Epoch 1689 | loss: 0.0311113 | val_loss: 0.0311547 | Time: 2940.29 ms
[2021-08-05 10:10:02 main:574] : INFO : Epoch 1690 | loss: 0.0311126 | val_loss: 0.0311537 | Time: 3224.59 ms
[2021-08-05 10:10:05 main:574] : INFO : Epoch 1691 | loss: 0.0311122 | val_loss: 0.0311619 | Time: 3153.42 ms
[2021-08-05 10:10:09 main:574] : INFO : Epoch 1692 | loss: 0.0311107 | val_loss: 0.0311553 | Time: 3273.23 ms
[2021-08-05 10:10:12 main:574] : INFO : Epoch 1693 | loss: 0.0311126 | val_loss: 0.0311555 | Time: 3372.9 ms
[2021-08-05 10:10:15 main:574] : INFO : Epoch 1694 | loss: 0.0311098 | val_loss: 0.0311523 | Time: 3017.58 ms
[2021-08-05 10:10:18 main:574] : INFO : Epoch 1695 | loss: 0.0311082 | val_loss: 0.0311504 | Time: 3176.68 ms
[2021-08-05 10:10:21 main:574] : INFO : Epoch 1696 | loss: 0.031109 | val_loss: 0.0311592 | Time: 3160.81 ms
[2021-08-05 10:10:25 main:574] : INFO : Epoch 1697 | loss: 0.0311077 | val_loss: 0.031153 | Time: 3194.93 ms
[2021-08-05 10:10:28 main:574] : INFO : Epoch 1698 | loss: 0.0311077 | val_loss: 0.0311524 | Time: 3099.55 ms
[2021-08-05 10:10:31 main:574] : INFO : Epoch 1699 | loss: 0.0311097 | val_loss: 0.0311536 | Time: 3246.69 ms
[2021-08-05 10:10:34 main:574] : INFO : Epoch 1700 | loss: 0.0311115 | val_loss: 0.0311569 | Time: 3314.72 ms
[2021-08-05 10:10:37 main:574] : INFO : Epoch 1701 | loss: 0.0311099 | val_loss: 0.0311545 | Time: 2959.92 ms
[2021-08-05 10:10:40 main:574] : INFO : Epoch 1702 | loss: 0.0311062 | val_loss: 0.0311546 | Time: 2993.39 ms
[2021-08-05 10:10:44 main:574] : INFO : Epoch 1703 | loss: 0.031108 | val_loss: 0.031152 | Time: 3101.06 ms
[2021-08-05 10:10:47 main:574] : INFO : Epoch 1704 | loss: 0.0311048 | val_loss: 0.0311484 | Time: 3204.35 ms
[2021-08-05 10:10:50 main:574] : INFO : Epoch 1705 | loss: 0.0311053 | val_loss: 0.0311511 | Time: 3270.32 ms
[2021-08-05 10:10:54 main:574] : INFO : Epoch 1706 | loss: 0.0311075 | val_loss: 0.0311503 | Time: 3440.92 ms
[2021-08-05 10:10:57 main:574] : INFO : Epoch 1707 | loss: 0.0311043 | val_loss: 0.0311527 | Time: 3369.48 ms
[2021-08-05 10:11:00 main:574] : INFO : Epoch 1708 | loss: 0.0311057 | val_loss: 0.0311492 | Time: 3309.57 ms
[2021-08-05 10:11:04 main:574] : INFO : Epoch 1709 | loss: 0.0311065 | val_loss: 0.0311558 | Time: 3393.36 ms
[2021-08-05 10:11:07 main:574] : INFO : Epoch 1710 | loss: 0.0311048 | val_loss: 0.0311533 | Time: 3229.31 ms
[2021-08-05 10:11:10 main:574] : INFO : Epoch 1711 | loss: 0.031106 | val_loss: 0.0311568 | Time: 3111.63 ms
[2021-08-05 10:11:13 main:574] : INFO : Epoch 1712 | loss: 0.0311061 | val_loss: 0.0311528 | Time: 3064.97 ms
[2021-08-05 10:11:17 main:574] : INFO : Epoch 1713 | loss: 0.0311042 | val_loss: 0.0311525 | Time: 3083.89 ms
[2021-08-05 10:11:20 main:574] : INFO : Epoch 1714 | loss: 0.0311085 | val_loss: 0.0311664 | Time: 3092.85 ms
[2021-08-05 10:11:23 main:574] : INFO : Epoch 1715 | loss: 0.0311258 | val_loss: 0.0312011 | Time: 3083.1 ms
[2021-08-05 10:11:26 main:574] : INFO : Epoch 1716 | loss: 0.0313938 | val_loss: 0.0313613 | Time: 3090.83 ms
[2021-08-05 10:11:29 main:574] : INFO : Epoch 1717 | loss: 0.0317464 | val_loss: 0.0316191 | Time: 3049.44 ms
[2021-08-05 10:11:32 main:574] : INFO : Epoch 1718 | loss: 0.031349 | val_loss: 0.0311869 | Time: 3007.92 ms
[2021-08-05 10:11:35 main:574] : INFO : Epoch 1719 | loss: 0.0311853 | val_loss: 0.0311751 | Time: 3353.37 ms
[2021-08-05 10:11:39 main:574] : INFO : Epoch 1720 | loss: 0.0311269 | val_loss: 0.0311586 | Time: 3134.06 ms
[2021-08-05 10:11:42 main:574] : INFO : Epoch 1721 | loss: 0.0311167 | val_loss: 0.0311478 | Time: 3066.58 ms
[2021-08-05 10:11:45 main:574] : INFO : Epoch 1722 | loss: 0.0311096 | val_loss: 0.0311465 | Time: 3421.52 ms
[2021-08-05 10:11:48 main:574] : INFO : Epoch 1723 | loss: 0.0311104 | val_loss: 0.0311468 | Time: 2943.56 ms
[2021-08-05 10:11:51 main:574] : INFO : Epoch 1724 | loss: 0.0311104 | val_loss: 0.0311482 | Time: 3090.7 ms
[2021-08-05 10:11:55 main:574] : INFO : Epoch 1725 | loss: 0.0311078 | val_loss: 0.0311476 | Time: 3347.71 ms
[2021-08-05 10:11:58 main:574] : INFO : Epoch 1726 | loss: 0.0311089 | val_loss: 0.0311473 | Time: 3206.85 ms
[2021-08-05 10:12:01 main:574] : INFO : Epoch 1727 | loss: 0.0311055 | val_loss: 0.0311484 | Time: 3495.15 ms
[2021-08-05 10:12:05 main:574] : INFO : Epoch 1728 | loss: 0.0311032 | val_loss: 0.0311509 | Time: 3182.12 ms
[2021-08-05 10:12:08 main:574] : INFO : Epoch 1729 | loss: 0.0311026 | val_loss: 0.0311513 | Time: 3211.94 ms
[2021-08-05 10:12:11 main:574] : INFO : Epoch 1730 | loss: 0.0311045 | val_loss: 0.031152 | Time: 3219.51 ms
[2021-08-05 10:12:14 main:574] : INFO : Epoch 1731 | loss: 0.0311038 | val_loss: 0.031151 | Time: 3181.52 ms
[2021-08-05 10:12:17 main:574] : INFO : Epoch 1732 | loss: 0.0311033 | val_loss: 0.0311564 | Time: 3260.38 ms
[2021-08-05 10:12:21 main:574] : INFO : Epoch 1733 | loss: 0.0311028 | val_loss: 0.0311523 | Time: 3249.85 ms
[2021-08-05 10:12:24 main:574] : INFO : Epoch 1734 | loss: 0.0311026 | val_loss: 0.0311473 | Time: 3198.96 ms
[2021-08-05 10:12:27 main:574] : INFO : Epoch 1735 | loss: 0.0311024 | val_loss: 0.0311494 | Time: 3431.98 ms
[2021-08-05 10:12:30 main:574] : INFO : Epoch 1736 | loss: 0.0311014 | val_loss: 0.0311527 | Time: 2996.74 ms
[2021-08-05 10:12:34 main:574] : INFO : Epoch 1737 | loss: 0.0311041 | val_loss: 0.0311523 | Time: 3522.14 ms
[2021-08-05 10:12:38 main:574] : INFO : Epoch 1738 | loss: 0.0311014 | val_loss: 0.0311522 | Time: 3550.54 ms
[2021-08-05 10:12:41 main:574] : INFO : Epoch 1739 | loss: 0.0311016 | val_loss: 0.0311523 | Time: 3275.25 ms
[2021-08-05 10:12:44 main:574] : INFO : Epoch 1740 | loss: 0.0311035 | val_loss: 0.0311509 | Time: 3353.7 ms
[2021-08-05 10:12:48 main:574] : INFO : Epoch 1741 | loss: 0.0311025 | val_loss: 0.0311554 | Time: 3406.42 ms
[2021-08-05 10:12:51 main:574] : INFO : Epoch 1742 | loss: 0.0311015 | val_loss: 0.0311546 | Time: 3093.94 ms
[2021-08-05 10:12:54 main:574] : INFO : Epoch 1743 | loss: 0.0311027 | val_loss: 0.0311511 | Time: 3215.74 ms
[2021-08-05 10:12:57 main:574] : INFO : Epoch 1744 | loss: 0.0311024 | val_loss: 0.0311565 | Time: 3135.29 ms
[2021-08-05 10:13:00 main:574] : INFO : Epoch 1745 | loss: 0.0311 | val_loss: 0.0311533 | Time: 3007.6 ms
[2021-08-05 10:13:03 main:574] : INFO : Epoch 1746 | loss: 0.0310997 | val_loss: 0.0311553 | Time: 3027.35 ms
[2021-08-05 10:13:06 main:574] : INFO : Epoch 1747 | loss: 0.0310993 | val_loss: 0.0311585 | Time: 3079.9 ms
[2021-08-05 10:13:10 main:574] : INFO : Epoch 1748 | loss: 0.0310969 | val_loss: 0.0311576 | Time: 3150.3 ms
[2021-08-05 10:13:13 main:574] : INFO : Epoch 1749 | loss: 0.0310973 | val_loss: 0.0311544 | Time: 2957.39 ms
[2021-08-05 10:13:16 main:574] : INFO : Epoch 1750 | loss: 0.0310981 | val_loss: 0.0311532 | Time: 3253.58 ms
[2021-08-05 10:13:19 main:574] : INFO : Epoch 1751 | loss: 0.0311018 | val_loss: 0.0311527 | Time: 3356.94 ms
[2021-08-05 10:13:22 main:574] : INFO : Epoch 1752 | loss: 0.0311022 | val_loss: 0.0311568 | Time: 3094.65 ms
[2021-08-05 10:13:26 main:574] : INFO : Epoch 1753 | loss: 0.0310985 | val_loss: 0.0311567 | Time: 3304.31 ms
[2021-08-05 10:13:29 main:574] : INFO : Epoch 1754 | loss: 0.0310971 | val_loss: 0.0311578 | Time: 3029.61 ms
[2021-08-05 10:13:32 main:574] : INFO : Epoch 1755 | loss: 0.031096 | val_loss: 0.03116 | Time: 3218.11 ms
[2021-08-05 10:13:35 main:574] : INFO : Epoch 1756 | loss: 0.0310975 | val_loss: 0.0311599 | Time: 3165.95 ms
[2021-08-05 10:13:38 main:574] : INFO : Epoch 1757 | loss: 0.0311011 | val_loss: 0.0311506 | Time: 2873.72 ms
[2021-08-05 10:13:41 main:574] : INFO : Epoch 1758 | loss: 0.0311014 | val_loss: 0.0311558 | Time: 2927.62 ms
[2021-08-05 10:13:44 main:574] : INFO : Epoch 1759 | loss: 0.0310986 | val_loss: 0.0311628 | Time: 2899.38 ms
[2021-08-05 10:13:47 main:574] : INFO : Epoch 1760 | loss: 0.0310968 | val_loss: 0.0311541 | Time: 3060.89 ms
[2021-08-05 10:13:50 main:574] : INFO : Epoch 1761 | loss: 0.0310969 | val_loss: 0.0311519 | Time: 3229.97 ms
[2021-08-05 10:13:54 main:574] : INFO : Epoch 1762 | loss: 0.0310997 | val_loss: 0.0311559 | Time: 3188.08 ms
[2021-08-05 10:13:57 main:574] : INFO : Epoch 1763 | loss: 0.0310993 | val_loss: 0.0311565 | Time: 3000.03 ms
[2021-08-05 10:14:00 main:574] : INFO : Epoch 1764 | loss: 0.031098 | val_loss: 0.0311583 | Time: 3248.91 ms
[2021-08-05 10:14:03 main:574] : INFO : Epoch 1765 | loss: 0.0310967 | val_loss: 0.0311561 | Time: 3175.76 ms
[2021-08-05 10:14:06 main:574] : INFO : Epoch 1766 | loss: 0.0311012 | val_loss: 0.0311573 | Time: 3160.05 ms
[2021-08-05 10:14:09 main:574] : INFO : Epoch 1767 | loss: 0.0311028 | val_loss: 0.0311498 | Time: 3007.31 ms
[2021-08-05 10:14:12 main:574] : INFO : Epoch 1768 | loss: 0.031098 | val_loss: 0.0311512 | Time: 2892.69 ms
[2021-08-05 10:14:15 main:574] : INFO : Epoch 1769 | loss: 0.031097 | val_loss: 0.0311554 | Time: 3131.57 ms
[2021-08-05 10:14:19 main:574] : INFO : Epoch 1770 | loss: 0.031099 | val_loss: 0.0311574 | Time: 3004.85 ms
[2021-08-05 10:14:22 main:574] : INFO : Epoch 1771 | loss: 0.0311008 | val_loss: 0.0311492 | Time: 3070.21 ms
[2021-08-05 10:14:25 main:574] : INFO : Epoch 1772 | loss: 0.031099 | val_loss: 0.0311519 | Time: 3177.13 ms
[2021-08-05 10:14:28 main:574] : INFO : Epoch 1773 | loss: 0.0311031 | val_loss: 0.0311502 | Time: 3181.79 ms
[2021-08-05 10:14:31 main:574] : INFO : Epoch 1774 | loss: 0.0311018 | val_loss: 0.031156 | Time: 3154.13 ms
[2021-08-05 10:14:35 main:574] : INFO : Epoch 1775 | loss: 0.0310977 | val_loss: 0.0311512 | Time: 3305.51 ms
[2021-08-05 10:14:38 main:574] : INFO : Epoch 1776 | loss: 0.0311016 | val_loss: 0.0311515 | Time: 3224.52 ms
[2021-08-05 10:14:41 main:574] : INFO : Epoch 1777 | loss: 0.0311014 | val_loss: 0.0311496 | Time: 3082.29 ms
[2021-08-05 10:14:45 main:574] : INFO : Epoch 1778 | loss: 0.031097 | val_loss: 0.0311527 | Time: 3724.09 ms
[2021-08-05 10:14:48 main:574] : INFO : Epoch 1779 | loss: 0.0311013 | val_loss: 0.0311467 | Time: 3112.54 ms
[2021-08-05 10:14:51 main:574] : INFO : Epoch 1780 | loss: 0.0311006 | val_loss: 0.0311569 | Time: 3021.42 ms
[2021-08-05 10:14:54 main:574] : INFO : Epoch 1781 | loss: 0.0310971 | val_loss: 0.0311524 | Time: 3064.87 ms
[2021-08-05 10:14:57 main:574] : INFO : Epoch 1782 | loss: 0.0310959 | val_loss: 0.031153 | Time: 2945.87 ms
[2021-08-05 10:15:00 main:574] : INFO : Epoch 1783 | loss: 0.0310942 | val_loss: 0.0311552 | Time: 2995.88 ms
[2021-08-05 10:15:03 main:574] : INFO : Epoch 1784 | loss: 0.0310934 | val_loss: 0.0311555 | Time: 3205.92 ms
[2021-08-05 10:15:06 main:574] : INFO : Epoch 1785 | loss: 0.0310931 | val_loss: 0.0311527 | Time: 2973.94 ms
[2021-08-05 10:15:10 main:574] : INFO : Epoch 1786 | loss: 0.0311033 | val_loss: 0.0311559 | Time: 3152.79 ms
[2021-08-05 10:15:13 main:574] : INFO : Epoch 1787 | loss: 0.0310994 | val_loss: 0.0311525 | Time: 3033.47 ms
[2021-08-05 10:15:16 main:574] : INFO : Epoch 1788 | loss: 0.0310949 | val_loss: 0.0311535 | Time: 3163.64 ms
[2021-08-05 10:15:19 main:574] : INFO : Epoch 1789 | loss: 0.0310947 | val_loss: 0.0311536 | Time: 3540.64 ms
[2021-08-05 10:15:23 main:574] : INFO : Epoch 1790 | loss: 0.0310959 | val_loss: 0.0311512 | Time: 3252.2 ms
[2021-08-05 10:15:26 main:574] : INFO : Epoch 1791 | loss: 0.0310945 | val_loss: 0.0311558 | Time: 2880.39 ms
[2021-08-05 10:15:28 main:574] : INFO : Epoch 1792 | loss: 0.0310922 | val_loss: 0.0311575 | Time: 2902.67 ms
[2021-08-05 10:15:32 main:574] : INFO : Epoch 1793 | loss: 0.0310945 | val_loss: 0.0311557 | Time: 3266.55 ms
[2021-08-05 10:15:35 main:574] : INFO : Epoch 1794 | loss: 0.0310939 | val_loss: 0.0311591 | Time: 3158.27 ms
[2021-08-05 10:15:38 main:574] : INFO : Epoch 1795 | loss: 0.0310927 | val_loss: 0.0311516 | Time: 3236.64 ms
[2021-08-05 10:15:41 main:574] : INFO : Epoch 1796 | loss: 0.031091 | val_loss: 0.0311551 | Time: 3041.22 ms
[2021-08-05 10:15:45 main:574] : INFO : Epoch 1797 | loss: 0.0310896 | val_loss: 0.0311551 | Time: 3216.78 ms
[2021-08-05 10:15:48 main:574] : INFO : Epoch 1798 | loss: 0.031088 | val_loss: 0.0311656 | Time: 3142.9 ms
[2021-08-05 10:15:51 main:574] : INFO : Epoch 1799 | loss: 0.0310913 | val_loss: 0.0311565 | Time: 3165.36 ms
[2021-08-05 10:15:54 main:574] : INFO : Epoch 1800 | loss: 0.0310894 | val_loss: 0.0311555 | Time: 3077.73 ms
[2021-08-05 10:15:57 main:574] : INFO : Epoch 1801 | loss: 0.0310903 | val_loss: 0.0311588 | Time: 3309.77 ms
[2021-08-05 10:16:01 main:574] : INFO : Epoch 1802 | loss: 0.0310894 | val_loss: 0.0311538 | Time: 3393.5 ms
[2021-08-05 10:16:04 main:574] : INFO : Epoch 1803 | loss: 0.0310901 | val_loss: 0.0311559 | Time: 3156.64 ms
[2021-08-05 10:16:07 main:574] : INFO : Epoch 1804 | loss: 0.0310943 | val_loss: 0.031151 | Time: 3218.55 ms
[2021-08-05 10:16:11 main:574] : INFO : Epoch 1805 | loss: 0.0310911 | val_loss: 0.0311578 | Time: 3218.62 ms
[2021-08-05 10:16:14 main:574] : INFO : Epoch 1806 | loss: 0.0310884 | val_loss: 0.03116 | Time: 3348.72 ms
[2021-08-05 10:16:17 main:574] : INFO : Epoch 1807 | loss: 0.0310886 | val_loss: 0.0311565 | Time: 2955.56 ms
[2021-08-05 10:16:20 main:574] : INFO : Epoch 1808 | loss: 0.0310881 | val_loss: 0.0311539 | Time: 3037.61 ms
[2021-08-05 10:16:23 main:574] : INFO : Epoch 1809 | loss: 0.0310896 | val_loss: 0.0311566 | Time: 3072.39 ms
[2021-08-05 10:16:26 main:574] : INFO : Epoch 1810 | loss: 0.0310899 | val_loss: 0.0311604 | Time: 3157.35 ms
[2021-08-05 10:16:30 main:574] : INFO : Epoch 1811 | loss: 0.03109 | val_loss: 0.0311565 | Time: 3222.48 ms
[2021-08-05 10:16:33 main:574] : INFO : Epoch 1812 | loss: 0.0310887 | val_loss: 0.0311556 | Time: 3260.07 ms
[2021-08-05 10:16:36 main:574] : INFO : Epoch 1813 | loss: 0.0310905 | val_loss: 0.031161 | Time: 3302.97 ms
[2021-08-05 10:16:39 main:574] : INFO : Epoch 1814 | loss: 0.0310918 | val_loss: 0.0311652 | Time: 3034.91 ms
[2021-08-05 10:16:43 main:574] : INFO : Epoch 1815 | loss: 0.0310953 | val_loss: 0.0311525 | Time: 3432.48 ms
[2021-08-05 10:16:46 main:574] : INFO : Epoch 1816 | loss: 0.0310975 | val_loss: 0.031153 | Time: 3165.94 ms
[2021-08-05 10:16:49 main:574] : INFO : Epoch 1817 | loss: 0.0310989 | val_loss: 0.0311518 | Time: 3144.98 ms
[2021-08-05 10:16:52 main:574] : INFO : Epoch 1818 | loss: 0.0310994 | val_loss: 0.0311602 | Time: 3085.45 ms
[2021-08-05 10:16:55 main:574] : INFO : Epoch 1819 | loss: 0.0310933 | val_loss: 0.0311635 | Time: 3071.69 ms
[2021-08-05 10:16:58 main:574] : INFO : Epoch 1820 | loss: 0.0310893 | val_loss: 0.0311509 | Time: 3006.29 ms
[2021-08-05 10:17:02 main:574] : INFO : Epoch 1821 | loss: 0.0310883 | val_loss: 0.0311588 | Time: 3051.37 ms
[2021-08-05 10:17:05 main:574] : INFO : Epoch 1822 | loss: 0.0310906 | val_loss: 0.0311582 | Time: 3197.57 ms
[2021-08-05 10:17:08 main:574] : INFO : Epoch 1823 | loss: 0.0310909 | val_loss: 0.0311552 | Time: 3202.45 ms
[2021-08-05 10:17:11 main:574] : INFO : Epoch 1824 | loss: 0.0310887 | val_loss: 0.0311609 | Time: 3363.22 ms
[2021-08-05 10:17:14 main:574] : INFO : Epoch 1825 | loss: 0.0310925 | val_loss: 0.031166 | Time: 2899.73 ms
[2021-08-05 10:17:17 main:574] : INFO : Epoch 1826 | loss: 0.0310896 | val_loss: 0.0311534 | Time: 2914.63 ms
[2021-08-05 10:17:20 main:574] : INFO : Epoch 1827 | loss: 0.031093 | val_loss: 0.0311585 | Time: 3080.18 ms
[2021-08-05 10:17:24 main:574] : INFO : Epoch 1828 | loss: 0.031096 | val_loss: 0.031155 | Time: 3112.09 ms
[2021-08-05 10:17:27 main:574] : INFO : Epoch 1829 | loss: 0.0310913 | val_loss: 0.031154 | Time: 3260.42 ms
[2021-08-05 10:17:30 main:574] : INFO : Epoch 1830 | loss: 0.0310896 | val_loss: 0.0311578 | Time: 3162.74 ms
[2021-08-05 10:17:33 main:574] : INFO : Epoch 1831 | loss: 0.0310888 | val_loss: 0.0311714 | Time: 2952.07 ms
[2021-08-05 10:17:36 main:574] : INFO : Epoch 1832 | loss: 0.0310901 | val_loss: 0.0311551 | Time: 3081.44 ms
[2021-08-05 10:17:39 main:574] : INFO : Epoch 1833 | loss: 0.0310874 | val_loss: 0.031159 | Time: 3268.42 ms
[2021-08-05 10:17:42 main:574] : INFO : Epoch 1834 | loss: 0.0310852 | val_loss: 0.0311542 | Time: 2951.96 ms
[2021-08-05 10:17:46 main:574] : INFO : Epoch 1835 | loss: 0.0310871 | val_loss: 0.031156 | Time: 3221.34 ms
[2021-08-05 10:17:49 main:574] : INFO : Epoch 1836 | loss: 0.0310892 | val_loss: 0.0311611 | Time: 3233.72 ms
[2021-08-05 10:17:52 main:574] : INFO : Epoch 1837 | loss: 0.0310883 | val_loss: 0.031158 | Time: 3068.4 ms
[2021-08-05 10:17:55 main:574] : INFO : Epoch 1838 | loss: 0.0310951 | val_loss: 0.0311588 | Time: 3260.88 ms
[2021-08-05 10:17:59 main:574] : INFO : Epoch 1839 | loss: 0.0310937 | val_loss: 0.0311643 | Time: 3098.81 ms
[2021-08-05 10:18:02 main:574] : INFO : Epoch 1840 | loss: 0.0310895 | val_loss: 0.0311634 | Time: 3131.69 ms
[2021-08-05 10:18:05 main:574] : INFO : Epoch 1841 | loss: 0.0310903 | val_loss: 0.0311674 | Time: 3420.38 ms
[2021-08-05 10:18:08 main:574] : INFO : Epoch 1842 | loss: 0.031113 | val_loss: 0.0311529 | Time: 3225.51 ms
[2021-08-05 10:18:12 main:574] : INFO : Epoch 1843 | loss: 0.0311127 | val_loss: 0.0311532 | Time: 3113.34 ms
[2021-08-05 10:18:15 main:574] : INFO : Epoch 1844 | loss: 0.0311051 | val_loss: 0.0311562 | Time: 3105.29 ms
[2021-08-05 10:18:18 main:574] : INFO : Epoch 1845 | loss: 0.0310988 | val_loss: 0.0311589 | Time: 3559 ms
[2021-08-05 10:18:21 main:574] : INFO : Epoch 1846 | loss: 0.0310978 | val_loss: 0.0311558 | Time: 3172.31 ms
[2021-08-05 10:18:25 main:574] : INFO : Epoch 1847 | loss: 0.0310958 | val_loss: 0.0311543 | Time: 3023.99 ms
[2021-08-05 10:18:28 main:574] : INFO : Epoch 1848 | loss: 0.0310935 | val_loss: 0.0311469 | Time: 3010.8 ms
[2021-08-05 10:18:31 main:574] : INFO : Epoch 1849 | loss: 0.0310866 | val_loss: 0.031155 | Time: 3115.9 ms
[2021-08-05 10:18:34 main:574] : INFO : Epoch 1850 | loss: 0.0310868 | val_loss: 0.03115 | Time: 3654.57 ms
[2021-08-05 10:18:38 main:574] : INFO : Epoch 1851 | loss: 0.0310876 | val_loss: 0.0311572 | Time: 3052.37 ms
[2021-08-05 10:18:41 main:574] : INFO : Epoch 1852 | loss: 0.0310875 | val_loss: 0.0311599 | Time: 3069.37 ms
[2021-08-05 10:18:44 main:574] : INFO : Epoch 1853 | loss: 0.0310855 | val_loss: 0.0311529 | Time: 3009.7 ms
[2021-08-05 10:18:47 main:574] : INFO : Epoch 1854 | loss: 0.0310859 | val_loss: 0.0311512 | Time: 3624.34 ms
[2021-08-05 10:18:50 main:574] : INFO : Epoch 1855 | loss: 0.0310861 | val_loss: 0.0311579 | Time: 2991.57 ms
[2021-08-05 10:18:53 main:574] : INFO : Epoch 1856 | loss: 0.0310862 | val_loss: 0.0311512 | Time: 3133.64 ms
[2021-08-05 10:18:57 main:574] : INFO : Epoch 1857 | loss: 0.0310858 | val_loss: 0.0311592 | Time: 3029.45 ms
[2021-08-05 10:19:00 main:574] : INFO : Epoch 1858 | loss: 0.0310886 | val_loss: 0.0311601 | Time: 3282.17 ms
[2021-08-05 10:19:03 main:574] : INFO : Epoch 1859 | loss: 0.0310918 | val_loss: 0.031158 | Time: 3037.58 ms
[2021-08-05 10:19:06 main:574] : INFO : Epoch 1860 | loss: 0.0311011 | val_loss: 0.0311496 | Time: 2986.9 ms
[2021-08-05 10:19:09 main:574] : INFO : Epoch 1861 | loss: 0.031098 | val_loss: 0.0311547 | Time: 2963.92 ms
[2021-08-05 10:19:12 main:574] : INFO : Epoch 1862 | loss: 0.0310962 | val_loss: 0.0311552 | Time: 3045.11 ms
[2021-08-05 10:19:15 main:574] : INFO : Epoch 1863 | loss: 0.0310925 | val_loss: 0.0311583 | Time: 2934.66 ms
[2021-08-05 10:19:18 main:574] : INFO : Epoch 1864 | loss: 0.0310928 | val_loss: 0.0311527 | Time: 3027.2 ms
[2021-08-05 10:19:21 main:574] : INFO : Epoch 1865 | loss: 0.0310906 | val_loss: 0.0311563 | Time: 2919.69 ms
[2021-08-05 10:19:25 main:574] : INFO : Epoch 1866 | loss: 0.0310924 | val_loss: 0.0311566 | Time: 3544.22 ms
[2021-08-05 10:19:28 main:574] : INFO : Epoch 1867 | loss: 0.0310933 | val_loss: 0.0311481 | Time: 2998.04 ms
[2021-08-05 10:19:31 main:574] : INFO : Epoch 1868 | loss: 0.031093 | val_loss: 0.0311475 | Time: 3311.46 ms
[2021-08-05 10:19:34 main:574] : INFO : Epoch 1869 | loss: 0.0310882 | val_loss: 0.03115 | Time: 2922.76 ms
[2021-08-05 10:19:37 main:574] : INFO : Epoch 1870 | loss: 0.0310862 | val_loss: 0.0311537 | Time: 2907.83 ms
[2021-08-05 10:19:40 main:574] : INFO : Epoch 1871 | loss: 0.031086 | val_loss: 0.0311544 | Time: 3168.04 ms
[2021-08-05 10:19:43 main:574] : INFO : Epoch 1872 | loss: 0.0310904 | val_loss: 0.0311573 | Time: 3190.83 ms
[2021-08-05 10:19:46 main:574] : INFO : Epoch 1873 | loss: 0.0310894 | val_loss: 0.0311529 | Time: 2832.74 ms
[2021-08-05 10:19:50 main:574] : INFO : Epoch 1874 | loss: 0.031085 | val_loss: 0.0311536 | Time: 3674.88 ms
[2021-08-05 10:19:53 main:574] : INFO : Epoch 1875 | loss: 0.0310868 | val_loss: 0.0311477 | Time: 3165.67 ms
[2021-08-05 10:19:56 main:574] : INFO : Epoch 1876 | loss: 0.0310928 | val_loss: 0.0311507 | Time: 3162.68 ms
[2021-08-05 10:19:59 main:574] : INFO : Epoch 1877 | loss: 0.0310896 | val_loss: 0.0311531 | Time: 3134.68 ms
[2021-08-05 10:20:03 main:574] : INFO : Epoch 1878 | loss: 0.0310938 | val_loss: 0.0311476 | Time: 3487.17 ms
[2021-08-05 10:20:06 main:574] : INFO : Epoch 1879 | loss: 0.0310951 | val_loss: 0.0311508 | Time: 2951.86 ms
[2021-08-05 10:20:09 main:574] : INFO : Epoch 1880 | loss: 0.0310908 | val_loss: 0.0311543 | Time: 3390.08 ms
[2021-08-05 10:20:12 main:574] : INFO : Epoch 1881 | loss: 0.0310891 | val_loss: 0.0311504 | Time: 3068.16 ms
[2021-08-05 10:20:15 main:574] : INFO : Epoch 1882 | loss: 0.0310892 | val_loss: 0.0311463 | Time: 2929.24 ms
[2021-08-05 10:20:19 main:574] : INFO : Epoch 1883 | loss: 0.0310842 | val_loss: 0.0311472 | Time: 3174.7 ms
[2021-08-05 10:20:22 main:574] : INFO : Epoch 1884 | loss: 0.031087 | val_loss: 0.0311551 | Time: 2978.86 ms
[2021-08-05 10:20:24 main:574] : INFO : Epoch 1885 | loss: 0.0310835 | val_loss: 0.0311528 | Time: 2798.17 ms
[2021-08-05 10:20:27 main:574] : INFO : Epoch 1886 | loss: 0.0310831 | val_loss: 0.0311533 | Time: 2826.47 ms
[2021-08-05 10:20:30 main:574] : INFO : Epoch 1887 | loss: 0.0310818 | val_loss: 0.0311547 | Time: 3016.2 ms
[2021-08-05 10:20:34 main:574] : INFO : Epoch 1888 | loss: 0.0310821 | val_loss: 0.0311547 | Time: 3066.54 ms
[2021-08-05 10:20:37 main:574] : INFO : Epoch 1889 | loss: 0.0310857 | val_loss: 0.0311523 | Time: 3227.42 ms
[2021-08-05 10:20:40 main:574] : INFO : Epoch 1890 | loss: 0.0310867 | val_loss: 0.0311491 | Time: 3030.05 ms
[2021-08-05 10:20:43 main:574] : INFO : Epoch 1891 | loss: 0.0310841 | val_loss: 0.031157 | Time: 3442.48 ms
[2021-08-05 10:20:47 main:574] : INFO : Epoch 1892 | loss: 0.0310854 | val_loss: 0.0311601 | Time: 3158.44 ms
[2021-08-05 10:20:50 main:574] : INFO : Epoch 1893 | loss: 0.031082 | val_loss: 0.0311564 | Time: 2984.29 ms
[2021-08-05 10:20:53 main:574] : INFO : Epoch 1894 | loss: 0.0310816 | val_loss: 0.0311557 | Time: 3282.37 ms
[2021-08-05 10:20:56 main:574] : INFO : Epoch 1895 | loss: 0.0310807 | val_loss: 0.0311598 | Time: 3069.99 ms
[2021-08-05 10:20:59 main:574] : INFO : Epoch 1896 | loss: 0.0310788 | val_loss: 0.0311543 | Time: 3108.52 ms
[2021-08-05 10:21:02 main:574] : INFO : Epoch 1897 | loss: 0.0310825 | val_loss: 0.0311604 | Time: 3171.98 ms
[2021-08-05 10:21:05 main:574] : INFO : Epoch 1898 | loss: 0.0310839 | val_loss: 0.0311536 | Time: 2816.01 ms
[2021-08-05 10:21:08 main:574] : INFO : Epoch 1899 | loss: 0.0310815 | val_loss: 0.0311588 | Time: 2930.64 ms
[2021-08-05 10:21:11 main:574] : INFO : Epoch 1900 | loss: 0.0310779 | val_loss: 0.0311566 | Time: 2931 ms
[2021-08-05 10:21:14 main:574] : INFO : Epoch 1901 | loss: 0.0310789 | val_loss: 0.0311578 | Time: 2966.75 ms
[2021-08-05 10:21:17 main:574] : INFO : Epoch 1902 | loss: 0.0310751 | val_loss: 0.0311644 | Time: 2868.34 ms
[2021-08-05 10:21:20 main:574] : INFO : Epoch 1903 | loss: 0.031078 | val_loss: 0.0311586 | Time: 2896.09 ms
[2021-08-05 10:21:23 main:574] : INFO : Epoch 1904 | loss: 0.0310862 | val_loss: 0.031158 | Time: 3086.81 ms
[2021-08-05 10:21:26 main:574] : INFO : Epoch 1905 | loss: 0.0310818 | val_loss: 0.0311588 | Time: 3095.69 ms
[2021-08-05 10:21:29 main:574] : INFO : Epoch 1906 | loss: 0.0310819 | val_loss: 0.031159 | Time: 2955.35 ms
[2021-08-05 10:21:33 main:574] : INFO : Epoch 1907 | loss: 0.031083 | val_loss: 0.0311522 | Time: 3542.11 ms
[2021-08-05 10:21:36 main:574] : INFO : Epoch 1908 | loss: 0.0310823 | val_loss: 0.0311579 | Time: 2933.47 ms
[2021-08-05 10:21:39 main:574] : INFO : Epoch 1909 | loss: 0.0310793 | val_loss: 0.031162 | Time: 3251.92 ms
[2021-08-05 10:21:42 main:574] : INFO : Epoch 1910 | loss: 0.0310807 | val_loss: 0.0311542 | Time: 3215.8 ms
[2021-08-05 10:21:45 main:574] : INFO : Epoch 1911 | loss: 0.0310836 | val_loss: 0.0311594 | Time: 3021.22 ms
[2021-08-05 10:21:48 main:574] : INFO : Epoch 1912 | loss: 0.0310825 | val_loss: 0.0311555 | Time: 3144.22 ms
[2021-08-05 10:21:52 main:574] : INFO : Epoch 1913 | loss: 0.0310832 | val_loss: 0.0311571 | Time: 3590.55 ms
[2021-08-05 10:21:55 main:574] : INFO : Epoch 1914 | loss: 0.0310835 | val_loss: 0.0311484 | Time: 3064 ms
[2021-08-05 10:21:59 main:574] : INFO : Epoch 1915 | loss: 0.0310857 | val_loss: 0.031155 | Time: 3413.68 ms
[2021-08-05 10:22:02 main:574] : INFO : Epoch 1916 | loss: 0.031088 | val_loss: 0.0311525 | Time: 3108.57 ms
[2021-08-05 10:22:05 main:574] : INFO : Epoch 1917 | loss: 0.0310853 | val_loss: 0.0311576 | Time: 3150.85 ms
[2021-08-05 10:22:08 main:574] : INFO : Epoch 1918 | loss: 0.0310861 | val_loss: 0.0311538 | Time: 2974.41 ms
[2021-08-05 10:22:11 main:574] : INFO : Epoch 1919 | loss: 0.0310778 | val_loss: 0.0311555 | Time: 2778.03 ms
[2021-08-05 10:22:14 main:574] : INFO : Epoch 1920 | loss: 0.0310755 | val_loss: 0.0311544 | Time: 3288.99 ms
[2021-08-05 10:22:17 main:574] : INFO : Epoch 1921 | loss: 0.0310741 | val_loss: 0.031154 | Time: 3015.71 ms
[2021-08-05 10:22:20 main:574] : INFO : Epoch 1922 | loss: 0.0310817 | val_loss: 0.0311584 | Time: 2833.39 ms
[2021-08-05 10:22:23 main:574] : INFO : Epoch 1923 | loss: 0.031084 | val_loss: 0.0311585 | Time: 3233.76 ms
[2021-08-05 10:22:26 main:574] : INFO : Epoch 1924 | loss: 0.0310814 | val_loss: 0.0311537 | Time: 3073.85 ms
[2021-08-05 10:22:29 main:574] : INFO : Epoch 1925 | loss: 0.0310845 | val_loss: 0.0311555 | Time: 2923.68 ms
[2021-08-05 10:22:32 main:574] : INFO : Epoch 1926 | loss: 0.0310814 | val_loss: 0.031158 | Time: 3025.21 ms
[2021-08-05 10:22:36 main:574] : INFO : Epoch 1927 | loss: 0.0310813 | val_loss: 0.0311566 | Time: 3378.51 ms
[2021-08-05 10:22:39 main:574] : INFO : Epoch 1928 | loss: 0.0310818 | val_loss: 0.0311617 | Time: 3152.23 ms
[2021-08-05 10:22:42 main:574] : INFO : Epoch 1929 | loss: 0.0310862 | val_loss: 0.0311541 | Time: 3323.77 ms
[2021-08-05 10:22:46 main:574] : INFO : Epoch 1930 | loss: 0.0310933 | val_loss: 0.0311557 | Time: 3219.33 ms
[2021-08-05 10:22:49 main:574] : INFO : Epoch 1931 | loss: 0.0310966 | val_loss: 0.0311531 | Time: 3316.13 ms
[2021-08-05 10:22:52 main:574] : INFO : Epoch 1932 | loss: 0.0310955 | val_loss: 0.0311561 | Time: 2897.16 ms
[2021-08-05 10:22:55 main:574] : INFO : Epoch 1933 | loss: 0.0310901 | val_loss: 0.0311538 | Time: 2942.82 ms
[2021-08-05 10:22:58 main:574] : INFO : Epoch 1934 | loss: 0.0310893 | val_loss: 0.0311545 | Time: 3140.05 ms
[2021-08-05 10:23:01 main:574] : INFO : Epoch 1935 | loss: 0.0310954 | val_loss: 0.0311577 | Time: 3139.88 ms
[2021-08-05 10:23:05 main:574] : INFO : Epoch 1936 | loss: 0.0310963 | val_loss: 0.031147 | Time: 3130.05 ms
[2021-08-05 10:23:07 main:574] : INFO : Epoch 1937 | loss: 0.0310945 | val_loss: 0.0311448 | Time: 2904.25 ms
[2021-08-05 10:23:11 main:574] : INFO : Epoch 1938 | loss: 0.031089 | val_loss: 0.0311545 | Time: 3175.06 ms
[2021-08-05 10:23:14 main:574] : INFO : Epoch 1939 | loss: 0.0310886 | val_loss: 0.0311471 | Time: 3057.3 ms
[2021-08-05 10:23:17 main:574] : INFO : Epoch 1940 | loss: 0.0310898 | val_loss: 0.0311539 | Time: 2954.65 ms
[2021-08-05 10:23:20 main:574] : INFO : Epoch 1941 | loss: 0.0310887 | val_loss: 0.0311497 | Time: 3548.19 ms
[2021-08-05 10:23:23 main:574] : INFO : Epoch 1942 | loss: 0.0311003 | val_loss: 0.0311543 | Time: 3067.46 ms
[2021-08-05 10:23:26 main:574] : INFO : Epoch 1943 | loss: 0.0310971 | val_loss: 0.031153 | Time: 2985.46 ms
[2021-08-05 10:23:30 main:574] : INFO : Epoch 1944 | loss: 0.0310905 | val_loss: 0.0311483 | Time: 3392.62 ms
[2021-08-05 10:23:33 main:574] : INFO : Epoch 1945 | loss: 0.0310895 | val_loss: 0.0311527 | Time: 2995.15 ms
[2021-08-05 10:23:36 main:574] : INFO : Epoch 1946 | loss: 0.0310895 | val_loss: 0.0311592 | Time: 3110.94 ms
[2021-08-05 10:23:39 main:574] : INFO : Epoch 1947 | loss: 0.0310882 | val_loss: 0.0311496 | Time: 3393.39 ms
[2021-08-05 10:23:43 main:574] : INFO : Epoch 1948 | loss: 0.0310883 | val_loss: 0.0311528 | Time: 3291.95 ms
[2021-08-05 10:23:46 main:574] : INFO : Epoch 1949 | loss: 0.0310833 | val_loss: 0.0311549 | Time: 2984.24 ms
[2021-08-05 10:23:49 main:574] : INFO : Epoch 1950 | loss: 0.0310852 | val_loss: 0.0311539 | Time: 3021.67 ms
[2021-08-05 10:23:52 main:574] : INFO : Epoch 1951 | loss: 0.0310838 | val_loss: 0.0311544 | Time: 3221.31 ms
[2021-08-05 10:23:55 main:574] : INFO : Epoch 1952 | loss: 0.0310821 | val_loss: 0.031154 | Time: 2831.16 ms
[2021-08-05 10:23:58 main:574] : INFO : Epoch 1953 | loss: 0.0310828 | val_loss: 0.0311495 | Time: 2865.71 ms
[2021-08-05 10:24:01 main:574] : INFO : Epoch 1954 | loss: 0.0310823 | val_loss: 0.0311502 | Time: 3207.38 ms
[2021-08-05 10:24:04 main:574] : INFO : Epoch 1955 | loss: 0.0310838 | val_loss: 0.0311574 | Time: 2860.16 ms
[2021-08-05 10:24:07 main:574] : INFO : Epoch 1956 | loss: 0.0310922 | val_loss: 0.0311552 | Time: 3110.12 ms
[2021-08-05 10:24:11 main:574] : INFO : Epoch 1957 | loss: 0.0310929 | val_loss: 0.0311491 | Time: 3542.54 ms
[2021-08-05 10:24:14 main:574] : INFO : Epoch 1958 | loss: 0.03109 | val_loss: 0.0311497 | Time: 2952.26 ms
[2021-08-05 10:24:17 main:574] : INFO : Epoch 1959 | loss: 0.0310844 | val_loss: 0.0311486 | Time: 3395.5 ms
[2021-08-05 10:24:21 main:574] : INFO : Epoch 1960 | loss: 0.0310824 | val_loss: 0.031161 | Time: 3364.03 ms
[2021-08-05 10:24:24 main:574] : INFO : Epoch 1961 | loss: 0.0310844 | val_loss: 0.0311522 | Time: 2944.79 ms
[2021-08-05 10:24:27 main:574] : INFO : Epoch 1962 | loss: 0.0310823 | val_loss: 0.0311545 | Time: 3208.38 ms
[2021-08-05 10:24:30 main:574] : INFO : Epoch 1963 | loss: 0.0310811 | val_loss: 0.0311542 | Time: 2964.91 ms
[2021-08-05 10:24:33 main:574] : INFO : Epoch 1964 | loss: 0.0310789 | val_loss: 0.0311523 | Time: 3240.8 ms
[2021-08-05 10:24:36 main:574] : INFO : Epoch 1965 | loss: 0.0310806 | val_loss: 0.0311556 | Time: 3041.43 ms
[2021-08-05 10:24:39 main:574] : INFO : Epoch 1966 | loss: 0.0310803 | val_loss: 0.0311551 | Time: 3107.06 ms
[2021-08-05 10:24:43 main:574] : INFO : Epoch 1967 | loss: 0.0310809 | val_loss: 0.0311576 | Time: 3203.81 ms
[2021-08-05 10:24:46 main:574] : INFO : Epoch 1968 | loss: 0.0310791 | val_loss: 0.0311581 | Time: 2963.64 ms
[2021-08-05 10:24:49 main:574] : INFO : Epoch 1969 | loss: 0.031076 | val_loss: 0.0311608 | Time: 2959.33 ms
[2021-08-05 10:24:52 main:574] : INFO : Epoch 1970 | loss: 0.0310745 | val_loss: 0.0311597 | Time: 3294.51 ms
[2021-08-05 10:24:55 main:574] : INFO : Epoch 1971 | loss: 0.0310748 | val_loss: 0.0311577 | Time: 2858.03 ms
[2021-08-05 10:24:58 main:574] : INFO : Epoch 1972 | loss: 0.0310833 | val_loss: 0.0311584 | Time: 3056.09 ms
[2021-08-05 10:25:01 main:574] : INFO : Epoch 1973 | loss: 0.0310849 | val_loss: 0.0311602 | Time: 3391.37 ms
[2021-08-05 10:25:04 main:574] : INFO : Epoch 1974 | loss: 0.031084 | val_loss: 0.0311567 | Time: 2874.82 ms
[2021-08-05 10:25:08 main:574] : INFO : Epoch 1975 | loss: 0.0310846 | val_loss: 0.0311554 | Time: 3280.74 ms
[2021-08-05 10:25:11 main:574] : INFO : Epoch 1976 | loss: 0.0310792 | val_loss: 0.0311532 | Time: 3218.17 ms
[2021-08-05 10:25:14 main:574] : INFO : Epoch 1977 | loss: 0.0310819 | val_loss: 0.0311534 | Time: 3004.97 ms
[2021-08-05 10:25:17 main:574] : INFO : Epoch 1978 | loss: 0.0310784 | val_loss: 0.0311673 | Time: 3340.28 ms
[2021-08-05 10:25:20 main:574] : INFO : Epoch 1979 | loss: 0.0310787 | val_loss: 0.0311702 | Time: 3044.4 ms
[2021-08-05 10:25:24 main:574] : INFO : Epoch 1980 | loss: 0.0310871 | val_loss: 0.0311673 | Time: 3330.75 ms
[2021-08-05 10:25:27 main:574] : INFO : Epoch 1981 | loss: 0.0311046 | val_loss: 0.031162 | Time: 2968.32 ms
[2021-08-05 10:25:30 main:574] : INFO : Epoch 1982 | loss: 0.0310995 | val_loss: 0.0311546 | Time: 2956.31 ms
[2021-08-05 10:25:33 main:574] : INFO : Epoch 1983 | loss: 0.0310993 | val_loss: 0.0311488 | Time: 3114.89 ms
[2021-08-05 10:25:36 main:574] : INFO : Epoch 1984 | loss: 0.0310915 | val_loss: 0.0311522 | Time: 3327.12 ms
[2021-08-05 10:25:39 main:574] : INFO : Epoch 1985 | loss: 0.03109 | val_loss: 0.0311575 | Time: 2967.83 ms
[2021-08-05 10:25:43 main:574] : INFO : Epoch 1986 | loss: 0.0310884 | val_loss: 0.0311573 | Time: 3176.55 ms
[2021-08-05 10:25:46 main:574] : INFO : Epoch 1987 | loss: 0.0310889 | val_loss: 0.0311528 | Time: 3229.34 ms
[2021-08-05 10:25:49 main:574] : INFO : Epoch 1988 | loss: 0.0310898 | val_loss: 0.0311495 | Time: 3171.65 ms
[2021-08-05 10:25:52 main:574] : INFO : Epoch 1989 | loss: 0.0310896 | val_loss: 0.03115 | Time: 3198.11 ms
[2021-08-05 10:25:56 main:574] : INFO : Epoch 1990 | loss: 0.0310885 | val_loss: 0.0311501 | Time: 3463.85 ms
[2021-08-05 10:26:00 main:574] : INFO : Epoch 1991 | loss: 0.0310843 | val_loss: 0.0311502 | Time: 3899.48 ms
[2021-08-05 10:26:03 main:574] : INFO : Epoch 1992 | loss: 0.0310785 | val_loss: 0.0311524 | Time: 2937.29 ms
[2021-08-05 10:26:06 main:574] : INFO : Epoch 1993 | loss: 0.0310798 | val_loss: 0.0311558 | Time: 3326 ms
[2021-08-05 10:26:09 main:574] : INFO : Epoch 1994 | loss: 0.0310785 | val_loss: 0.0311633 | Time: 2978.4 ms
[2021-08-05 10:26:12 main:574] : INFO : Epoch 1995 | loss: 0.0310818 | val_loss: 0.031157 | Time: 3147.2 ms
[2021-08-05 10:26:15 main:574] : INFO : Epoch 1996 | loss: 0.0310807 | val_loss: 0.0311524 | Time: 2995.35 ms
[2021-08-05 10:26:18 main:574] : INFO : Epoch 1997 | loss: 0.0310786 | val_loss: 0.0311509 | Time: 3153.84 ms
[2021-08-05 10:26:22 main:574] : INFO : Epoch 1998 | loss: 0.0310767 | val_loss: 0.0311585 | Time: 3100.76 ms
[2021-08-05 10:26:25 main:574] : INFO : Epoch 1999 | loss: 0.0310804 | val_loss: 0.0311617 | Time: 2994.59 ms
[2021-08-05 10:26:28 main:574] : INFO : Epoch 2000 | loss: 0.0310783 | val_loss: 0.0311565 | Time: 2967.83 ms
[2021-08-05 10:26:30 main:574] : INFO : Epoch 2001 | loss: 0.0310777 | val_loss: 0.0311585 | Time: 2888.94 ms
[2021-08-05 10:26:33 main:574] : INFO : Epoch 2002 | loss: 0.0310782 | val_loss: 0.0311583 | Time: 2984.82 ms
[2021-08-05 10:26:37 main:574] : INFO : Epoch 2003 | loss: 0.0310788 | val_loss: 0.0311528 | Time: 2990.28 ms
[2021-08-05 10:26:40 main:574] : INFO : Epoch 2004 | loss: 0.031077 | val_loss: 0.0311579 | Time: 3215.66 ms
[2021-08-05 10:26:43 main:574] : INFO : Epoch 2005 | loss: 0.0310768 | val_loss: 0.0311612 | Time: 2844.33 ms
[2021-08-05 10:26:46 main:574] : INFO : Epoch 2006 | loss: 0.0310736 | val_loss: 0.0311593 | Time: 2906.27 ms
[2021-08-05 10:26:49 main:574] : INFO : Epoch 2007 | loss: 0.0310799 | val_loss: 0.0311504 | Time: 3314.42 ms
[2021-08-05 10:26:52 main:574] : INFO : Epoch 2008 | loss: 0.0310833 | val_loss: 0.0311594 | Time: 3185.15 ms
[2021-08-05 10:26:55 main:574] : INFO : Epoch 2009 | loss: 0.0310826 | val_loss: 0.0311538 | Time: 2965.73 ms
[2021-08-05 10:26:58 main:574] : INFO : Epoch 2010 | loss: 0.0310804 | val_loss: 0.0311529 | Time: 3079.29 ms
[2021-08-05 10:27:02 main:574] : INFO : Epoch 2011 | loss: 0.0310783 | val_loss: 0.0311528 | Time: 3285.39 ms
[2021-08-05 10:27:05 main:574] : INFO : Epoch 2012 | loss: 0.0310798 | val_loss: 0.0311587 | Time: 3150.89 ms
[2021-08-05 10:27:08 main:574] : INFO : Epoch 2013 | loss: 0.0310788 | val_loss: 0.031152 | Time: 2994.67 ms
[2021-08-05 10:27:11 main:574] : INFO : Epoch 2014 | loss: 0.0310783 | val_loss: 0.0311564 | Time: 2968.79 ms
[2021-08-05 10:27:14 main:574] : INFO : Epoch 2015 | loss: 0.0310914 | val_loss: 0.0311409 | Time: 2930.8 ms
[2021-08-05 10:27:17 main:574] : INFO : Epoch 2016 | loss: 0.031092 | val_loss: 0.0311524 | Time: 3095.49 ms
[2021-08-05 10:27:20 main:574] : INFO : Epoch 2017 | loss: 0.0310849 | val_loss: 0.0311545 | Time: 3149.51 ms
[2021-08-05 10:27:23 main:574] : INFO : Epoch 2018 | loss: 0.031088 | val_loss: 0.0311563 | Time: 2856.17 ms
[2021-08-05 10:27:26 main:574] : INFO : Epoch 2019 | loss: 0.0310851 | val_loss: 0.0311598 | Time: 2981.7 ms
[2021-08-05 10:27:30 main:574] : INFO : Epoch 2020 | loss: 0.0310797 | val_loss: 0.0311565 | Time: 3729.46 ms
[2021-08-05 10:27:33 main:574] : INFO : Epoch 2021 | loss: 0.0310786 | val_loss: 0.031161 | Time: 2885.21 ms
[2021-08-05 10:27:36 main:574] : INFO : Epoch 2022 | loss: 0.0310801 | val_loss: 0.0311545 | Time: 3138.21 ms
[2021-08-05 10:27:39 main:574] : INFO : Epoch 2023 | loss: 0.0310783 | val_loss: 0.0311578 | Time: 3211.31 ms
[2021-08-05 10:27:42 main:574] : INFO : Epoch 2024 | loss: 0.0310867 | val_loss: 0.0311585 | Time: 3103.12 ms
[2021-08-05 10:27:45 main:574] : INFO : Epoch 2025 | loss: 0.0310836 | val_loss: 0.0311547 | Time: 2987.47 ms
[2021-08-05 10:27:48 main:574] : INFO : Epoch 2026 | loss: 0.0310853 | val_loss: 0.0311531 | Time: 3158.27 ms
[2021-08-05 10:27:52 main:574] : INFO : Epoch 2027 | loss: 0.0310772 | val_loss: 0.0311551 | Time: 3175.44 ms
[2021-08-05 10:27:55 main:574] : INFO : Epoch 2028 | loss: 0.0310768 | val_loss: 0.031157 | Time: 3065.96 ms
[2021-08-05 10:27:58 main:574] : INFO : Epoch 2029 | loss: 0.0310751 | val_loss: 0.0311532 | Time: 3149.55 ms
[2021-08-05 10:28:01 main:574] : INFO : Epoch 2030 | loss: 0.0310731 | val_loss: 0.0311692 | Time: 3034.22 ms
[2021-08-05 10:28:04 main:574] : INFO : Epoch 2031 | loss: 0.0310859 | val_loss: 0.0311618 | Time: 2952.74 ms
[2021-08-05 10:28:07 main:574] : INFO : Epoch 2032 | loss: 0.0310913 | val_loss: 0.0311615 | Time: 2921.9 ms
[2021-08-05 10:28:10 main:574] : INFO : Epoch 2033 | loss: 0.031087 | val_loss: 0.0311571 | Time: 3016.76 ms
[2021-08-05 10:28:13 main:574] : INFO : Epoch 2034 | loss: 0.0310899 | val_loss: 0.0311576 | Time: 2988.76 ms
[2021-08-05 10:28:16 main:574] : INFO : Epoch 2035 | loss: 0.0310863 | val_loss: 0.0311552 | Time: 3087.17 ms
[2021-08-05 10:28:19 main:574] : INFO : Epoch 2036 | loss: 0.031106 | val_loss: 0.0311475 | Time: 2974.02 ms
[2021-08-05 10:28:22 main:574] : INFO : Epoch 2037 | loss: 0.0311065 | val_loss: 0.0311499 | Time: 2831.51 ms
[2021-08-05 10:28:25 main:574] : INFO : Epoch 2038 | loss: 0.0310983 | val_loss: 0.031155 | Time: 3279.29 ms
[2021-08-05 10:28:29 main:574] : INFO : Epoch 2039 | loss: 0.0310922 | val_loss: 0.0311466 | Time: 3255.59 ms
[2021-08-05 10:28:32 main:574] : INFO : Epoch 2040 | loss: 0.0310889 | val_loss: 0.0311504 | Time: 2985.29 ms
[2021-08-05 10:28:35 main:574] : INFO : Epoch 2041 | loss: 0.0310859 | val_loss: 0.0311486 | Time: 3159.96 ms
[2021-08-05 10:28:38 main:574] : INFO : Epoch 2042 | loss: 0.0310844 | val_loss: 0.0311596 | Time: 2979.18 ms
[2021-08-05 10:28:41 main:574] : INFO : Epoch 2043 | loss: 0.0310828 | val_loss: 0.0311568 | Time: 3211.62 ms
[2021-08-05 10:28:44 main:574] : INFO : Epoch 2044 | loss: 0.0310805 | val_loss: 0.0311742 | Time: 3202.31 ms
[2021-08-05 10:28:48 main:574] : INFO : Epoch 2045 | loss: 0.0310785 | val_loss: 0.0311678 | Time: 3211.96 ms
[2021-08-05 10:28:51 main:574] : INFO : Epoch 2046 | loss: 0.0310763 | val_loss: 0.031157 | Time: 3415.14 ms
[2021-08-05 10:28:54 main:574] : INFO : Epoch 2047 | loss: 0.0310888 | val_loss: 0.0311543 | Time: 3151.56 ms
[2021-08-05 10:28:57 main:574] : INFO : Epoch 2048 | loss: 0.0310826 | val_loss: 0.0311528 | Time: 2966.28 ms
[2021-08-05 10:28:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311528
[2021-08-05 10:28:57 main:603] : INFO : Saving end state to config to file
[2021-08-05 10:28:57 main:608] : INFO : Success, exiting..
10:28:57 (6972): 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)