Task 13325854
| Name | ParityModified-1645993690-16693-3-0_0 |
| Workunit | 10438533 |
| Created | 17 Mar 2022, 13:13:30 UTC |
| Sent | 23 Mar 2022, 2:16:59 UTC |
| Report deadline | 31 Mar 2022, 2:16:59 UTC |
| Received | 24 Mar 2022, 3:09:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12503 |
| Run time | 1 hours 59 min 55 sec |
| CPU time | 1 hours 56 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,746.36 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>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311106 | val_loss: 0.0311358 | Time: 3010.19 ms
[2022-03-23 14:21:19 main:574] : INFO : Epoch 1543 | loss: 0.0311127 | val_loss: 0.0311357 | Time: 2868.29 ms
[2022-03-23 14:21:22 main:574] : INFO : Epoch 1544 | loss: 0.0311119 | val_loss: 0.031134 | Time: 2783.24 ms
[2022-03-23 14:21:24 main:574] : INFO : Epoch 1545 | loss: 0.0311132 | val_loss: 0.0311362 | Time: 2699.46 ms
[2022-03-23 14:21:28 main:574] : INFO : Epoch 1546 | loss: 0.0311135 | val_loss: 0.0311359 | Time: 3131.86 ms
[2022-03-23 14:21:30 main:574] : INFO : Epoch 1547 | loss: 0.0311123 | val_loss: 0.0311366 | Time: 2804.43 ms
[2022-03-23 14:21:34 main:574] : INFO : Epoch 1548 | loss: 0.0311127 | val_loss: 0.0311394 | Time: 3294.27 ms
[2022-03-23 14:21:37 main:574] : INFO : Epoch 1549 | loss: 0.031124 | val_loss: 0.031137 | Time: 3338.6 ms
[2022-03-23 14:21:40 main:574] : INFO : Epoch 1550 | loss: 0.0311154 | val_loss: 0.0311337 | Time: 3324.07 ms
[2022-03-23 14:21:44 main:574] : INFO : Epoch 1551 | loss: 0.031114 | val_loss: 0.0311394 | Time: 3192.54 ms
[2022-03-23 14:21:47 main:574] : INFO : Epoch 1552 | loss: 0.0311128 | val_loss: 0.0311407 | Time: 3206.21 ms
[2022-03-23 14:21:50 main:574] : INFO : Epoch 1553 | loss: 0.0311125 | val_loss: 0.0311355 | Time: 3094.75 ms
[2022-03-23 14:21:53 main:574] : INFO : Epoch 1554 | loss: 0.0311104 | val_loss: 0.0311319 | Time: 2881.59 ms
[2022-03-23 14:21:56 main:574] : INFO : Epoch 1555 | loss: 0.0311094 | val_loss: 0.0311336 | Time: 3081.79 ms
[2022-03-23 14:21:59 main:574] : INFO : Epoch 1556 | loss: 0.0311159 | val_loss: 0.0311342 | Time: 2717.65 ms
[2022-03-23 14:22:01 main:574] : INFO : Epoch 1557 | loss: 0.0311163 | val_loss: 0.0311385 | Time: 2740.38 ms
[2022-03-23 14:22:04 main:574] : INFO : Epoch 1558 | loss: 0.0311118 | val_loss: 0.0311355 | Time: 2818.54 ms
[2022-03-23 14:22:07 main:574] : INFO : Epoch 1559 | loss: 0.0311095 | val_loss: 0.0311319 | Time: 3140.24 ms
[2022-03-23 14:22:10 main:574] : INFO : Epoch 1560 | loss: 0.0311135 | val_loss: 0.031137 | Time: 2735.4 ms
[2022-03-23 14:22:13 main:574] : INFO : Epoch 1561 | loss: 0.0311112 | val_loss: 0.0311286 | Time: 2687.09 ms
[2022-03-23 14:22:16 main:574] : INFO : Epoch 1562 | loss: 0.0311107 | val_loss: 0.0311279 | Time: 3067.66 ms
[2022-03-23 14:22:19 main:574] : INFO : Epoch 1563 | loss: 0.0311122 | val_loss: 0.0311256 | Time: 2805.62 ms
[2022-03-23 14:22:21 main:574] : INFO : Epoch 1564 | loss: 0.0311101 | val_loss: 0.0311313 | Time: 2814.82 ms
[2022-03-23 14:22:25 main:574] : INFO : Epoch 1565 | loss: 0.0311145 | val_loss: 0.0311372 | Time: 3051.87 ms
[2022-03-23 14:22:27 main:574] : INFO : Epoch 1566 | loss: 0.0311178 | val_loss: 0.031136 | Time: 2970.12 ms
[2022-03-23 14:22:30 main:574] : INFO : Epoch 1567 | loss: 0.0311118 | val_loss: 0.0311345 | Time: 2806.1 ms
[2022-03-23 14:22:33 main:574] : INFO : Epoch 1568 | loss: 0.0311122 | val_loss: 0.0311288 | Time: 2996.22 ms
[2022-03-23 14:22:36 main:574] : INFO : Epoch 1569 | loss: 0.03111 | val_loss: 0.0311268 | Time: 2993.74 ms
[2022-03-23 14:22:39 main:574] : INFO : Epoch 1570 | loss: 0.0311109 | val_loss: 0.0311288 | Time: 2975.55 ms
[2022-03-23 14:22:42 main:574] : INFO : Epoch 1571 | loss: 0.0311163 | val_loss: 0.0311271 | Time: 2738.44 ms
[2022-03-23 14:22:45 main:574] : INFO : Epoch 1572 | loss: 0.0311188 | val_loss: 0.0311371 | Time: 2993.88 ms
[2022-03-23 14:22:48 main:574] : INFO : Epoch 1573 | loss: 0.0311147 | val_loss: 0.031131 | Time: 3053.07 ms
[2022-03-23 14:22:51 main:574] : INFO : Epoch 1574 | loss: 0.0311134 | val_loss: 0.0311295 | Time: 2851.43 ms
[2022-03-23 14:22:54 main:574] : INFO : Epoch 1575 | loss: 0.0311088 | val_loss: 0.0311291 | Time: 2997.56 ms
[2022-03-23 14:22:57 main:574] : INFO : Epoch 1576 | loss: 0.0311078 | val_loss: 0.0311286 | Time: 2822.12 ms
[2022-03-23 14:23:00 main:574] : INFO : Epoch 1577 | loss: 0.0311144 | val_loss: 0.0311325 | Time: 2976.99 ms
[2022-03-23 14:23:03 main:574] : INFO : Epoch 1578 | loss: 0.0311093 | val_loss: 0.0311327 | Time: 3032.76 ms
[2022-03-23 14:23:06 main:574] : INFO : Epoch 1579 | loss: 0.0311089 | val_loss: 0.0311416 | Time: 2759.84 ms
[2022-03-23 14:23:08 main:574] : INFO : Epoch 1580 | loss: 0.0311078 | val_loss: 0.0311274 | Time: 2809.6 ms
[2022-03-23 14:23:12 main:574] : INFO : Epoch 1581 | loss: 0.0311033 | val_loss: 0.0311254 | Time: 3221.64 ms
[2022-03-23 14:23:14 main:574] : INFO : Epoch 1582 | loss: 0.0311023 | val_loss: 0.0311292 | Time: 2752.67 ms
[2022-03-23 14:23:17 main:574] : INFO : Epoch 1583 | loss: 0.0311034 | val_loss: 0.0311434 | Time: 2719.42 ms
[2022-03-23 14:23:20 main:574] : INFO : Epoch 1584 | loss: 0.0311034 | val_loss: 0.0311342 | Time: 3038.3 ms
[2022-03-23 14:23:23 main:574] : INFO : Epoch 1585 | loss: 0.031101 | val_loss: 0.0311335 | Time: 3239.8 ms
[2022-03-23 14:23:26 main:574] : INFO : Epoch 1586 | loss: 0.0311062 | val_loss: 0.0311378 | Time: 2753.1 ms
[2022-03-23 14:23:29 main:574] : INFO : Epoch 1587 | loss: 0.0311076 | val_loss: 0.0311329 | Time: 2784.56 ms
[2022-03-23 14:23:32 main:574] : INFO : Epoch 1588 | loss: 0.0311047 | val_loss: 0.031134 | Time: 3223.31 ms
[2022-03-23 14:23:36 main:574] : INFO : Epoch 1589 | loss: 0.031104 | val_loss: 0.0311279 | Time: 3404.21 ms
[2022-03-23 14:23:39 main:574] : INFO : Epoch 1590 | loss: 0.031105 | val_loss: 0.0311302 | Time: 3077 ms
[2022-03-23 14:23:42 main:574] : INFO : Epoch 1591 | loss: 0.0311076 | val_loss: 0.031136 | Time: 3157.2 ms
[2022-03-23 14:23:45 main:574] : INFO : Epoch 1592 | loss: 0.0311024 | val_loss: 0.0311283 | Time: 2887.2 ms
[2022-03-23 14:23:48 main:574] : INFO : Epoch 1593 | loss: 0.0311007 | val_loss: 0.0311241 | Time: 2830.76 ms
[2022-03-23 14:23:51 main:574] : INFO : Epoch 1594 | loss: 0.0311009 | val_loss: 0.0311305 | Time: 3105.09 ms
[2022-03-23 14:23:54 main:574] : INFO : Epoch 1595 | loss: 0.0311033 | val_loss: 0.0311335 | Time: 2897.38 ms
[2022-03-23 14:23:57 main:574] : INFO : Epoch 1596 | loss: 0.0310991 | val_loss: 0.0311306 | Time: 3102.75 ms
[2022-03-23 14:24:00 main:574] : INFO : Epoch 1597 | loss: 0.0310995 | val_loss: 0.0311298 | Time: 3421.79 ms
[2022-03-23 14:24:04 main:574] : INFO : Epoch 1598 | loss: 0.0311039 | val_loss: 0.0311268 | Time: 3307.63 ms
[2022-03-23 14:24:07 main:574] : INFO : Epoch 1599 | loss: 0.031106 | val_loss: 0.0311292 | Time: 3076.59 ms
[2022-03-23 14:24:10 main:574] : INFO : Epoch 1600 | loss: 0.0311055 | val_loss: 0.0311356 | Time: 2901.87 ms
[2022-03-23 14:24:13 main:574] : INFO : Epoch 1601 | loss: 0.0311064 | val_loss: 0.0311305 | Time: 3279.18 ms
[2022-03-23 14:24:16 main:574] : INFO : Epoch 1602 | loss: 0.0311031 | val_loss: 0.0311477 | Time: 2997.02 ms
[2022-03-23 14:24:19 main:574] : INFO : Epoch 1603 | loss: 0.0311016 | val_loss: 0.0311291 | Time: 2715.69 ms
[2022-03-23 14:24:22 main:574] : INFO : Epoch 1604 | loss: 0.031106 | val_loss: 0.0311378 | Time: 3156.56 ms
[2022-03-23 14:24:25 main:574] : INFO : Epoch 1605 | loss: 0.0311005 | val_loss: 0.0311322 | Time: 3098.75 ms
[2022-03-23 14:24:28 main:574] : INFO : Epoch 1606 | loss: 0.0311058 | val_loss: 0.0311347 | Time: 3022.07 ms
[2022-03-23 14:24:31 main:574] : INFO : Epoch 1607 | loss: 0.0310985 | val_loss: 0.031131 | Time: 3210.19 ms
[2022-03-23 14:24:34 main:574] : INFO : Epoch 1608 | loss: 0.031098 | val_loss: 0.0311352 | Time: 2833.78 ms
[2022-03-23 14:24:37 main:574] : INFO : Epoch 1609 | loss: 0.0310998 | val_loss: 0.0311316 | Time: 2901.86 ms
[2022-03-23 14:24:40 main:574] : INFO : Epoch 1610 | loss: 0.0310987 | val_loss: 0.0311323 | Time: 3302.25 ms
[2022-03-23 14:24:43 main:574] : INFO : Epoch 1611 | loss: 0.0311017 | val_loss: 0.0311269 | Time: 2806.43 ms
[2022-03-23 14:24:46 main:574] : INFO : Epoch 1612 | loss: 0.0310986 | val_loss: 0.0311333 | Time: 2708.55 ms
[2022-03-23 14:24:49 main:574] : INFO : Epoch 1613 | loss: 0.0310968 | val_loss: 0.0311273 | Time: 3264.95 ms
[2022-03-23 14:25:12 main:574] : INFO : Epoch 1614 | loss: 0.0310985 | val_loss: 0.0311374 | Time: 23467.8 ms
[2022-03-23 14:25:16 main:574] : INFO : Epoch 1615 | loss: 0.0310964 | val_loss: 0.0311317 | Time: 3117.74 ms
[2022-03-23 14:25:19 main:574] : INFO : Epoch 1616 | loss: 0.0310993 | val_loss: 0.0311351 | Time: 3108.86 ms
[2022-03-23 14:25:22 main:574] : INFO : Epoch 1617 | loss: 0.0311015 | val_loss: 0.0311329 | Time: 3077.61 ms
[2022-03-23 14:25:25 main:574] : INFO : Epoch 1618 | loss: 0.0311062 | val_loss: 0.0311315 | Time: 3331.47 ms
[2022-03-23 14:25:29 main:574] : INFO : Epoch 1619 | loss: 0.031108 | val_loss: 0.0311332 | Time: 3809.59 ms
[2022-03-23 14:25:32 main:574] : INFO : Epoch 1620 | loss: 0.0311056 | val_loss: 0.0311267 | Time: 3026.41 ms
[2022-03-23 14:25:35 main:574] : INFO : Epoch 1621 | loss: 0.0311079 | val_loss: 0.0311349 | Time: 3129.55 ms
[2022-03-23 14:25:38 main:574] : INFO : Epoch 1622 | loss: 0.0311128 | val_loss: 0.0311438 | Time: 3262.53 ms
[2022-03-23 14:25:41 main:574] : INFO : Epoch 1623 | loss: 0.0311063 | val_loss: 0.0311325 | Time: 2799.07 ms
[2022-03-23 14:25:45 main:574] : INFO : Epoch 1624 | loss: 0.0311046 | val_loss: 0.0311337 | Time: 3421.58 ms
[2022-03-23 14:25:48 main:574] : INFO : Epoch 1625 | loss: 0.031102 | val_loss: 0.0311321 | Time: 3512.57 ms
[2022-03-23 14:25:51 main:574] : INFO : Epoch 1626 | loss: 0.0311013 | val_loss: 0.0311242 | Time: 3203.92 ms
[2022-03-23 14:25:54 main:574] : INFO : Epoch 1627 | loss: 0.0311001 | val_loss: 0.0311356 | Time: 3065.96 ms
[2022-03-23 14:25:58 main:574] : INFO : Epoch 1628 | loss: 0.0310985 | val_loss: 0.0311319 | Time: 3090.08 ms
[2022-03-23 14:26:01 main:574] : INFO : Epoch 1629 | loss: 0.0311005 | val_loss: 0.0311283 | Time: 3293.29 ms
[2022-03-23 14:26:15 main:574] : INFO : Epoch 1630 | loss: 0.0311043 | val_loss: 0.0311269 | Time: 13672.7 ms
[2022-03-23 14:26:18 main:574] : INFO : Epoch 1631 | loss: 0.0311011 | val_loss: 0.031131 | Time: 3795.2 ms
[2022-03-23 14:26:23 main:574] : INFO : Epoch 1632 | loss: 0.0311002 | val_loss: 0.0311368 | Time: 4617.64 ms
[2022-03-23 14:26:27 main:574] : INFO : Epoch 1633 | loss: 0.0310966 | val_loss: 0.0311324 | Time: 4093.09 ms
[2022-03-23 14:26:31 main:574] : INFO : Epoch 1634 | loss: 0.0310985 | val_loss: 0.0311411 | Time: 4047.99 ms
[2022-03-23 14:26:45 main:574] : INFO : Epoch 1635 | loss: 0.0311066 | val_loss: 0.0311266 | Time: 13558 ms
[2022-03-23 14:26:48 main:574] : INFO : Epoch 1636 | loss: 0.0310959 | val_loss: 0.0311285 | Time: 2843.67 ms
[2022-03-23 14:26:51 main:574] : INFO : Epoch 1637 | loss: 0.0310944 | val_loss: 0.0311293 | Time: 3050.16 ms
[2022-03-23 14:26:54 main:574] : INFO : Epoch 1638 | loss: 0.0310995 | val_loss: 0.0311285 | Time: 2912.2 ms
[2022-03-23 14:26:57 main:574] : INFO : Epoch 1639 | loss: 0.0311009 | val_loss: 0.0311366 | Time: 3300.31 ms
[2022-03-23 14:27:01 main:574] : INFO : Epoch 1640 | loss: 0.0311064 | val_loss: 0.0311443 | Time: 3717.43 ms
[2022-03-23 14:27:04 main:574] : INFO : Epoch 1641 | loss: 0.03111 | val_loss: 0.0311388 | Time: 3444.4 ms
[2022-03-23 14:27:08 main:574] : INFO : Epoch 1642 | loss: 0.0311055 | val_loss: 0.031132 | Time: 3571.45 ms
[2022-03-23 14:27:11 main:574] : INFO : Epoch 1643 | loss: 0.0311047 | val_loss: 0.0311307 | Time: 3061.16 ms
[2022-03-23 14:27:24 main:574] : INFO : Epoch 1644 | loss: 0.0311021 | val_loss: 0.031131 | Time: 13367.1 ms
[2022-03-23 14:27:27 main:574] : INFO : Epoch 1645 | loss: 0.0311014 | val_loss: 0.0311383 | Time: 2966.78 ms
[2022-03-23 14:27:31 main:574] : INFO : Epoch 1646 | loss: 0.0311059 | val_loss: 0.0311388 | Time: 3810.94 ms
[2022-03-23 14:27:35 main:574] : INFO : Epoch 1647 | loss: 0.0311072 | val_loss: 0.0311367 | Time: 3677.68 ms
[2022-03-23 14:27:37 main:574] : INFO : Epoch 1648 | loss: 0.0311066 | val_loss: 0.0311332 | Time: 2731.28 ms
[2022-03-23 14:27:40 main:574] : INFO : Epoch 1649 | loss: 0.0311077 | val_loss: 0.0311298 | Time: 2795.21 ms
[2022-03-23 14:27:43 main:574] : INFO : Epoch 1650 | loss: 0.0311041 | val_loss: 0.0311309 | Time: 3092.34 ms
[2022-03-23 14:27:46 main:574] : INFO : Epoch 1651 | loss: 0.0311008 | val_loss: 0.0311368 | Time: 2915.17 ms
[2022-03-23 14:27:49 main:574] : INFO : Epoch 1652 | loss: 0.0310999 | val_loss: 0.0311339 | Time: 2818.9 ms
[2022-03-23 14:27:52 main:574] : INFO : Epoch 1653 | loss: 0.0310986 | val_loss: 0.0311345 | Time: 3103.72 ms
[2022-03-23 14:27:55 main:574] : INFO : Epoch 1654 | loss: 0.0310994 | val_loss: 0.0311333 | Time: 3202.04 ms
[2022-03-23 14:27:58 main:574] : INFO : Epoch 1655 | loss: 0.0311012 | val_loss: 0.0311286 | Time: 3053.36 ms
[2022-03-23 14:28:02 main:574] : INFO : Epoch 1656 | loss: 0.0310976 | val_loss: 0.03115 | Time: 3156.13 ms
[2022-03-23 14:28:05 main:574] : INFO : Epoch 1657 | loss: 0.0311002 | val_loss: 0.0311286 | Time: 2954.05 ms
[2022-03-23 14:28:08 main:574] : INFO : Epoch 1658 | loss: 0.0310974 | val_loss: 0.0311333 | Time: 3255.06 ms
[2022-03-23 14:28:11 main:574] : INFO : Epoch 1659 | loss: 0.0310999 | val_loss: 0.0311309 | Time: 3615.23 ms
[2022-03-23 14:28:15 main:574] : INFO : Epoch 1660 | loss: 0.0311007 | val_loss: 0.0311287 | Time: 3124.99 ms
[2022-03-23 14:28:17 main:574] : INFO : Epoch 1661 | loss: 0.0310999 | val_loss: 0.0311348 | Time: 2736.49 ms
[2022-03-23 14:28:20 main:574] : INFO : Epoch 1662 | loss: 0.0311029 | val_loss: 0.0311342 | Time: 3020.39 ms
[2022-03-23 14:28:23 main:574] : INFO : Epoch 1663 | loss: 0.0311053 | val_loss: 0.0311402 | Time: 3062.33 ms
[2022-03-23 14:28:26 main:574] : INFO : Epoch 1664 | loss: 0.0311069 | val_loss: 0.0311322 | Time: 3013.76 ms
[2022-03-23 14:28:29 main:574] : INFO : Epoch 1665 | loss: 0.0311047 | val_loss: 0.0311408 | Time: 2848.43 ms
[2022-03-23 14:28:32 main:574] : INFO : Epoch 1666 | loss: 0.0311031 | val_loss: 0.0311332 | Time: 3142.45 ms
[2022-03-23 14:28:36 main:574] : INFO : Epoch 1667 | loss: 0.0311012 | val_loss: 0.0311406 | Time: 3166.51 ms
[2022-03-23 14:28:39 main:574] : INFO : Epoch 1668 | loss: 0.0311055 | val_loss: 0.031137 | Time: 3190.19 ms
[2022-03-23 14:28:42 main:574] : INFO : Epoch 1669 | loss: 0.0311049 | val_loss: 0.0311275 | Time: 3282.28 ms
[2022-03-23 14:28:45 main:574] : INFO : Epoch 1670 | loss: 0.0311042 | val_loss: 0.0311413 | Time: 2913.04 ms
[2022-03-23 14:28:48 main:574] : INFO : Epoch 1671 | loss: 0.0310992 | val_loss: 0.0311373 | Time: 2887.33 ms
[2022-03-23 14:28:51 main:574] : INFO : Epoch 1672 | loss: 0.0310977 | val_loss: 0.031131 | Time: 3242.76 ms
[2022-03-23 14:28:54 main:574] : INFO : Epoch 1673 | loss: 0.0310983 | val_loss: 0.0311322 | Time: 2786.14 ms
[2022-03-23 14:28:57 main:574] : INFO : Epoch 1674 | loss: 0.0310956 | val_loss: 0.0311287 | Time: 2812.48 ms
[2022-03-23 14:29:00 main:574] : INFO : Epoch 1675 | loss: 0.0310962 | val_loss: 0.0311277 | Time: 3167.66 ms
[2022-03-23 14:29:03 main:574] : INFO : Epoch 1676 | loss: 0.031099 | val_loss: 0.0311294 | Time: 3239.19 ms
[2022-03-23 14:29:06 main:574] : INFO : Epoch 1677 | loss: 0.031096 | val_loss: 0.031123 | Time: 2729.57 ms
[2022-03-23 14:29:09 main:574] : INFO : Epoch 1678 | loss: 0.0310957 | val_loss: 0.0311314 | Time: 3046.24 ms
[2022-03-23 14:29:12 main:574] : INFO : Epoch 1679 | loss: 0.0310949 | val_loss: 0.0311509 | Time: 2900.13 ms
[2022-03-23 14:29:15 main:574] : INFO : Epoch 1680 | loss: 0.0310939 | val_loss: 0.0311415 | Time: 3127.1 ms
[2022-03-23 14:29:18 main:574] : INFO : Epoch 1681 | loss: 0.0310961 | val_loss: 0.0311263 | Time: 3114.03 ms
[2022-03-23 14:29:21 main:574] : INFO : Epoch 1682 | loss: 0.0311028 | val_loss: 0.031135 | Time: 2837.2 ms
[2022-03-23 14:29:24 main:574] : INFO : Epoch 1683 | loss: 0.0311034 | val_loss: 0.0311282 | Time: 3079.83 ms
[2022-03-23 14:29:27 main:574] : INFO : Epoch 1684 | loss: 0.0311006 | val_loss: 0.0311324 | Time: 3221.69 ms
[2022-03-23 14:29:31 main:574] : INFO : Epoch 1685 | loss: 0.031101 | val_loss: 0.0311286 | Time: 3268.3 ms
[2022-03-23 14:29:34 main:574] : INFO : Epoch 1686 | loss: 0.0311101 | val_loss: 0.0311583 | Time: 2823.81 ms
[2022-03-23 14:29:37 main:574] : INFO : Epoch 1687 | loss: 0.0311066 | val_loss: 0.0311279 | Time: 3621.77 ms
[2022-03-23 14:29:41 main:574] : INFO : Epoch 1688 | loss: 0.0311033 | val_loss: 0.0311276 | Time: 3508.22 ms
[2022-03-23 14:29:44 main:574] : INFO : Epoch 1689 | loss: 0.031108 | val_loss: 0.0311379 | Time: 3350.08 ms
[2022-03-23 14:29:47 main:574] : INFO : Epoch 1690 | loss: 0.0311075 | val_loss: 0.0311376 | Time: 3205.01 ms
[2022-03-23 14:29:50 main:574] : INFO : Epoch 1691 | loss: 0.0311101 | val_loss: 0.0311299 | Time: 2827.62 ms
[2022-03-23 14:29:53 main:574] : INFO : Epoch 1692 | loss: 0.0311136 | val_loss: 0.0311488 | Time: 2909.48 ms
[2022-03-23 14:29:56 main:574] : INFO : Epoch 1693 | loss: 0.0311074 | val_loss: 0.0311311 | Time: 3287.51 ms
[2022-03-23 14:30:00 main:574] : INFO : Epoch 1694 | loss: 0.031101 | val_loss: 0.0311287 | Time: 3436.26 ms
[2022-03-23 14:30:04 main:574] : INFO : Epoch 1695 | loss: 0.0311005 | val_loss: 0.0311325 | Time: 3815.07 ms
[2022-03-23 14:30:07 main:574] : INFO : Epoch 1696 | loss: 0.0311007 | val_loss: 0.031125 | Time: 3549.49 ms
[2022-03-23 14:30:10 main:574] : INFO : Epoch 1697 | loss: 0.0311009 | val_loss: 0.0311333 | Time: 3060.89 ms
[2022-03-23 14:30:13 main:574] : INFO : Epoch 1698 | loss: 0.0311026 | val_loss: 0.0311299 | Time: 3006.81 ms
[2022-03-23 14:30:17 main:574] : INFO : Epoch 1699 | loss: 0.0310976 | val_loss: 0.0311269 | Time: 3462.55 ms
[2022-03-23 14:30:20 main:574] : INFO : Epoch 1700 | loss: 0.0310991 | val_loss: 0.0311276 | Time: 3250.54 ms
[2022-03-23 14:30:23 main:574] : INFO : Epoch 1701 | loss: 0.0310939 | val_loss: 0.0311259 | Time: 3265.62 ms
[2022-03-23 14:30:26 main:574] : INFO : Epoch 1702 | loss: 0.0310945 | val_loss: 0.0311263 | Time: 3114.34 ms
[2022-03-23 14:30:30 main:574] : INFO : Epoch 1703 | loss: 0.0310937 | val_loss: 0.0311278 | Time: 3219.96 ms
[2022-03-23 14:30:33 main:574] : INFO : Epoch 1704 | loss: 0.0310927 | val_loss: 0.0311257 | Time: 3271.1 ms
[2022-03-23 14:30:36 main:574] : INFO : Epoch 1705 | loss: 0.0310938 | val_loss: 0.031132 | Time: 3506.47 ms
[2022-03-23 14:30:39 main:574] : INFO : Epoch 1706 | loss: 0.0310949 | val_loss: 0.0311227 | Time: 3065.67 ms
[2022-03-23 14:30:43 main:574] : INFO : Epoch 1707 | loss: 0.0310974 | val_loss: 0.0311293 | Time: 3071.49 ms
[2022-03-23 14:30:46 main:574] : INFO : Epoch 1708 | loss: 0.0310957 | val_loss: 0.031125 | Time: 3225.74 ms
[2022-03-23 14:30:49 main:574] : INFO : Epoch 1709 | loss: 0.0310947 | val_loss: 0.0311258 | Time: 3163.24 ms
[2022-03-23 14:30:52 main:574] : INFO : Epoch 1710 | loss: 0.0311022 | val_loss: 0.03113 | Time: 3340.88 ms
[2022-03-23 14:30:56 main:574] : INFO : Epoch 1711 | loss: 0.0311076 | val_loss: 0.0311258 | Time: 3379.08 ms
[2022-03-23 14:30:59 main:574] : INFO : Epoch 1712 | loss: 0.0311035 | val_loss: 0.0311334 | Time: 2976.46 ms
[2022-03-23 14:31:02 main:574] : INFO : Epoch 1713 | loss: 0.0311089 | val_loss: 0.0311283 | Time: 3142.01 ms
[2022-03-23 14:31:05 main:574] : INFO : Epoch 1714 | loss: 0.0311037 | val_loss: 0.0311299 | Time: 3433.42 ms
[2022-03-23 14:31:09 main:574] : INFO : Epoch 1715 | loss: 0.0311024 | val_loss: 0.0311316 | Time: 3322.69 ms
[2022-03-23 14:31:12 main:574] : INFO : Epoch 1716 | loss: 0.0311003 | val_loss: 0.0311323 | Time: 3158.62 ms
[2022-03-23 14:31:15 main:574] : INFO : Epoch 1717 | loss: 0.0311013 | val_loss: 0.0311323 | Time: 3345.54 ms
[2022-03-23 14:31:18 main:574] : INFO : Epoch 1718 | loss: 0.0311001 | val_loss: 0.0311339 | Time: 3122.21 ms
[2022-03-23 14:31:21 main:574] : INFO : Epoch 1719 | loss: 0.0310975 | val_loss: 0.0311286 | Time: 3158.2 ms
[2022-03-23 14:31:25 main:574] : INFO : Epoch 1720 | loss: 0.0311029 | val_loss: 0.0311359 | Time: 3467.33 ms
[2022-03-23 14:31:28 main:574] : INFO : Epoch 1721 | loss: 0.0310999 | val_loss: 0.0311335 | Time: 3251.06 ms
[2022-03-23 14:31:31 main:574] : INFO : Epoch 1722 | loss: 0.0310996 | val_loss: 0.0311303 | Time: 3016.9 ms
[2022-03-23 14:31:34 main:574] : INFO : Epoch 1723 | loss: 0.0311027 | val_loss: 0.0311342 | Time: 3312.39 ms
[2022-03-23 14:31:38 main:574] : INFO : Epoch 1724 | loss: 0.0311064 | val_loss: 0.0311326 | Time: 3098.15 ms
[2022-03-23 14:31:41 main:574] : INFO : Epoch 1725 | loss: 0.0311016 | val_loss: 0.0311322 | Time: 3340.76 ms
[2022-03-23 14:31:44 main:574] : INFO : Epoch 1726 | loss: 0.0310993 | val_loss: 0.0311309 | Time: 3171.08 ms
[2022-03-23 14:31:47 main:574] : INFO : Epoch 1727 | loss: 0.0310993 | val_loss: 0.0311384 | Time: 3013.14 ms
[2022-03-23 14:31:50 main:574] : INFO : Epoch 1728 | loss: 0.0310955 | val_loss: 0.0311347 | Time: 2866.19 ms
[2022-03-23 14:31:53 main:574] : INFO : Epoch 1729 | loss: 0.0310969 | val_loss: 0.0311366 | Time: 3205.83 ms
[2022-03-23 14:31:56 main:574] : INFO : Epoch 1730 | loss: 0.0310984 | val_loss: 0.03113 | Time: 3185.1 ms
[2022-03-23 14:31:59 main:574] : INFO : Epoch 1731 | loss: 0.0310978 | val_loss: 0.0311323 | Time: 2726.48 ms
[2022-03-23 14:32:02 main:574] : INFO : Epoch 1732 | loss: 0.0310966 | val_loss: 0.0311317 | Time: 3140.61 ms
[2022-03-23 14:32:05 main:574] : INFO : Epoch 1733 | loss: 0.0310994 | val_loss: 0.0311327 | Time: 2935.09 ms
[2022-03-23 14:32:08 main:574] : INFO : Epoch 1734 | loss: 0.0310935 | val_loss: 0.0311323 | Time: 3140.04 ms
[2022-03-23 14:32:11 main:574] : INFO : Epoch 1735 | loss: 0.0310959 | val_loss: 0.0311323 | Time: 2990.17 ms
[2022-03-23 14:32:14 main:574] : INFO : Epoch 1736 | loss: 0.0311001 | val_loss: 0.031135 | Time: 2706.06 ms
[2022-03-23 14:32:17 main:574] : INFO : Epoch 1737 | loss: 0.0310973 | val_loss: 0.0311337 | Time: 2968.42 ms
[2022-03-23 14:32:20 main:574] : INFO : Epoch 1738 | loss: 0.0310988 | val_loss: 0.0311362 | Time: 3169.87 ms
[2022-03-23 14:32:23 main:574] : INFO : Epoch 1739 | loss: 0.0311007 | val_loss: 0.0311417 | Time: 2906.78 ms
[2022-03-23 14:32:26 main:574] : INFO : Epoch 1740 | loss: 0.031096 | val_loss: 0.0311318 | Time: 2727.57 ms
[2022-03-23 14:32:29 main:574] : INFO : Epoch 1741 | loss: 0.0310981 | val_loss: 0.0311365 | Time: 3475.39 ms
[2022-03-23 14:32:33 main:574] : INFO : Epoch 1742 | loss: 0.0310982 | val_loss: 0.0311304 | Time: 3413.03 ms
[2022-03-23 14:32:36 main:574] : INFO : Epoch 1743 | loss: 0.0310959 | val_loss: 0.0311373 | Time: 2989.56 ms
[2022-03-23 14:32:39 main:574] : INFO : Epoch 1744 | loss: 0.0310936 | val_loss: 0.0311393 | Time: 2896.01 ms
[2022-03-23 14:32:42 main:574] : INFO : Epoch 1745 | loss: 0.0310979 | val_loss: 0.0311349 | Time: 3155.95 ms
[2022-03-23 14:32:45 main:574] : INFO : Epoch 1746 | loss: 0.0311077 | val_loss: 0.0311453 | Time: 3181.5 ms
[2022-03-23 14:32:48 main:574] : INFO : Epoch 1747 | loss: 0.0311071 | val_loss: 0.0311325 | Time: 3033.33 ms
[2022-03-23 14:32:51 main:574] : INFO : Epoch 1748 | loss: 0.0311027 | val_loss: 0.0311292 | Time: 3274.42 ms
[2022-03-23 14:32:54 main:574] : INFO : Epoch 1749 | loss: 0.0311033 | val_loss: 0.0311279 | Time: 2958.06 ms
[2022-03-23 14:32:57 main:574] : INFO : Epoch 1750 | loss: 0.0311 | val_loss: 0.0311329 | Time: 2979.93 ms
[2022-03-23 14:33:01 main:574] : INFO : Epoch 1751 | loss: 0.0310989 | val_loss: 0.0311291 | Time: 3274.15 ms
[2022-03-23 14:33:04 main:574] : INFO : Epoch 1752 | loss: 0.0310983 | val_loss: 0.0311325 | Time: 3175.7 ms
[2022-03-23 14:33:07 main:574] : INFO : Epoch 1753 | loss: 0.031099 | val_loss: 0.031134 | Time: 3093.66 ms
[2022-03-23 14:33:10 main:574] : INFO : Epoch 1754 | loss: 0.0310984 | val_loss: 0.0311293 | Time: 3373.57 ms
[2022-03-23 14:33:14 main:574] : INFO : Epoch 1755 | loss: 0.0310986 | val_loss: 0.0311316 | Time: 3316.94 ms
[2022-03-23 14:33:17 main:574] : INFO : Epoch 1756 | loss: 0.031104 | val_loss: 0.0311333 | Time: 3262.63 ms
[2022-03-23 14:33:20 main:574] : INFO : Epoch 1757 | loss: 0.0311 | val_loss: 0.0311432 | Time: 3135.77 ms
[2022-03-23 14:33:23 main:574] : INFO : Epoch 1758 | loss: 0.0311035 | val_loss: 0.0311426 | Time: 2838.2 ms
[2022-03-23 14:33:26 main:574] : INFO : Epoch 1759 | loss: 0.0311013 | val_loss: 0.0311311 | Time: 2854.96 ms
[2022-03-23 14:33:29 main:574] : INFO : Epoch 1760 | loss: 0.0311037 | val_loss: 0.0311388 | Time: 3416.8 ms
[2022-03-23 14:33:32 main:574] : INFO : Epoch 1761 | loss: 0.0311038 | val_loss: 0.0311322 | Time: 3079.13 ms
[2022-03-23 14:33:35 main:574] : INFO : Epoch 1762 | loss: 0.031104 | val_loss: 0.031133 | Time: 2989.97 ms
[2022-03-23 14:33:38 main:574] : INFO : Epoch 1763 | loss: 0.0311012 | val_loss: 0.0311399 | Time: 3094.04 ms
[2022-03-23 14:33:42 main:574] : INFO : Epoch 1764 | loss: 0.0311114 | val_loss: 0.0311336 | Time: 3167.76 ms
[2022-03-23 14:33:45 main:574] : INFO : Epoch 1765 | loss: 0.0311167 | val_loss: 0.0311354 | Time: 3191.33 ms
[2022-03-23 14:33:48 main:574] : INFO : Epoch 1766 | loss: 0.0311113 | val_loss: 0.0311296 | Time: 2790.03 ms
[2022-03-23 14:33:51 main:574] : INFO : Epoch 1767 | loss: 0.0311086 | val_loss: 0.0311317 | Time: 3153.58 ms
[2022-03-23 14:33:54 main:574] : INFO : Epoch 1768 | loss: 0.0311122 | val_loss: 0.0311305 | Time: 2952.43 ms
[2022-03-23 14:33:57 main:574] : INFO : Epoch 1769 | loss: 0.0311135 | val_loss: 0.031137 | Time: 3023.29 ms
[2022-03-23 14:34:00 main:574] : INFO : Epoch 1770 | loss: 0.0311056 | val_loss: 0.0311361 | Time: 3277.28 ms
[2022-03-23 14:34:03 main:574] : INFO : Epoch 1771 | loss: 0.0311028 | val_loss: 0.0311382 | Time: 2862.12 ms
[2022-03-23 14:34:06 main:574] : INFO : Epoch 1772 | loss: 0.0311014 | val_loss: 0.0311311 | Time: 3027.97 ms
[2022-03-23 14:34:09 main:574] : INFO : Epoch 1773 | loss: 0.0311038 | val_loss: 0.0311455 | Time: 3356.88 ms
[2022-03-23 14:34:12 main:574] : INFO : Epoch 1774 | loss: 0.031103 | val_loss: 0.0311345 | Time: 3086.84 ms
[2022-03-23 14:34:15 main:574] : INFO : Epoch 1775 | loss: 0.0311005 | val_loss: 0.0311307 | Time: 2900.59 ms
[2022-03-23 14:34:18 main:574] : INFO : Epoch 1776 | loss: 0.0311049 | val_loss: 0.0311332 | Time: 3102.01 ms
[2022-03-23 14:34:22 main:574] : INFO : Epoch 1777 | loss: 0.031106 | val_loss: 0.0311406 | Time: 3195.05 ms
[2022-03-23 14:34:25 main:574] : INFO : Epoch 1778 | loss: 0.0311053 | val_loss: 0.0311343 | Time: 3181.9 ms
[2022-03-23 14:34:28 main:574] : INFO : Epoch 1779 | loss: 0.0311045 | val_loss: 0.031127 | Time: 3246.06 ms
[2022-03-23 14:34:31 main:574] : INFO : Epoch 1780 | loss: 0.0311061 | val_loss: 0.0311333 | Time: 3128.88 ms
[2022-03-23 14:34:34 main:574] : INFO : Epoch 1781 | loss: 0.0311041 | val_loss: 0.0311426 | Time: 2971.16 ms
[2022-03-23 14:34:38 main:574] : INFO : Epoch 1782 | loss: 0.031109 | val_loss: 0.0311354 | Time: 3463.56 ms
[2022-03-23 14:34:41 main:574] : INFO : Epoch 1783 | loss: 0.0311037 | val_loss: 0.0311482 | Time: 3103.72 ms
[2022-03-23 14:34:44 main:574] : INFO : Epoch 1784 | loss: 0.0311047 | val_loss: 0.0311359 | Time: 3046.16 ms
[2022-03-23 14:34:47 main:574] : INFO : Epoch 1785 | loss: 0.0311032 | val_loss: 0.0311356 | Time: 3178.41 ms
[2022-03-23 14:34:50 main:574] : INFO : Epoch 1786 | loss: 0.031107 | val_loss: 0.0311357 | Time: 3022.04 ms
[2022-03-23 14:34:53 main:574] : INFO : Epoch 1787 | loss: 0.0311058 | val_loss: 0.0311487 | Time: 3246.96 ms
[2022-03-23 14:34:57 main:574] : INFO : Epoch 1788 | loss: 0.0311027 | val_loss: 0.0311381 | Time: 3218.76 ms
[2022-03-23 14:35:00 main:574] : INFO : Epoch 1789 | loss: 0.0310996 | val_loss: 0.0311365 | Time: 3031.84 ms
[2022-03-23 14:35:04 main:574] : INFO : Epoch 1790 | loss: 0.0311025 | val_loss: 0.0311434 | Time: 4096.14 ms
[2022-03-23 14:35:07 main:574] : INFO : Epoch 1791 | loss: 0.0311073 | val_loss: 0.0311361 | Time: 3306.88 ms
[2022-03-23 14:35:10 main:574] : INFO : Epoch 1792 | loss: 0.031101 | val_loss: 0.0311389 | Time: 3099.34 ms
[2022-03-23 14:35:14 main:574] : INFO : Epoch 1793 | loss: 0.0310993 | val_loss: 0.0311297 | Time: 3433.05 ms
[2022-03-23 14:35:17 main:574] : INFO : Epoch 1794 | loss: 0.0310998 | val_loss: 0.031133 | Time: 3058.54 ms
[2022-03-23 14:35:20 main:574] : INFO : Epoch 1795 | loss: 0.0311002 | val_loss: 0.0311407 | Time: 3163.81 ms
[2022-03-23 14:35:23 main:574] : INFO : Epoch 1796 | loss: 0.0311055 | val_loss: 0.0311482 | Time: 3398.29 ms
[2022-03-23 14:35:26 main:574] : INFO : Epoch 1797 | loss: 0.0311012 | val_loss: 0.0311501 | Time: 3071.5 ms
[2022-03-23 14:35:30 main:574] : INFO : Epoch 1798 | loss: 0.0310984 | val_loss: 0.0311408 | Time: 3388.53 ms
[2022-03-23 14:35:33 main:574] : INFO : Epoch 1799 | loss: 0.0310997 | val_loss: 0.0311393 | Time: 3411.37 ms
[2022-03-23 14:35:36 main:574] : INFO : Epoch 1800 | loss: 0.0310964 | val_loss: 0.0311446 | Time: 3171.27 ms
[2022-03-23 14:35:40 main:574] : INFO : Epoch 1801 | loss: 0.0311003 | val_loss: 0.0311492 | Time: 3773.32 ms
[2022-03-23 14:35:43 main:574] : INFO : Epoch 1802 | loss: 0.0310977 | val_loss: 0.0311312 | Time: 3224.3 ms
[2022-03-23 14:35:47 main:574] : INFO : Epoch 1803 | loss: 0.0310938 | val_loss: 0.0311323 | Time: 3181.03 ms
[2022-03-23 14:35:50 main:574] : INFO : Epoch 1804 | loss: 0.0310933 | val_loss: 0.0311223 | Time: 3448.89 ms
[2022-03-23 14:35:54 main:574] : INFO : Epoch 1805 | loss: 0.0310895 | val_loss: 0.0311394 | Time: 3672.04 ms
[2022-03-23 14:35:57 main:574] : INFO : Epoch 1806 | loss: 0.0310902 | val_loss: 0.031133 | Time: 3571.96 ms
[2022-03-23 14:36:01 main:574] : INFO : Epoch 1807 | loss: 0.0310925 | val_loss: 0.0311378 | Time: 3656.64 ms
[2022-03-23 14:36:04 main:574] : INFO : Epoch 1808 | loss: 0.0310896 | val_loss: 0.0311274 | Time: 3177.73 ms
[2022-03-23 14:36:07 main:574] : INFO : Epoch 1809 | loss: 0.0310885 | val_loss: 0.0311396 | Time: 3103.5 ms
[2022-03-23 14:36:11 main:574] : INFO : Epoch 1810 | loss: 0.0310895 | val_loss: 0.031124 | Time: 3695.01 ms
[2022-03-23 14:36:14 main:574] : INFO : Epoch 1811 | loss: 0.0310989 | val_loss: 0.0311363 | Time: 3429.98 ms
[2022-03-23 14:36:18 main:574] : INFO : Epoch 1812 | loss: 0.0311109 | val_loss: 0.0311568 | Time: 3241.44 ms
[2022-03-23 14:36:21 main:574] : INFO : Epoch 1813 | loss: 0.0311102 | val_loss: 0.0311276 | Time: 3263.13 ms
[2022-03-23 14:36:24 main:574] : INFO : Epoch 1814 | loss: 0.0311055 | val_loss: 0.0311705 | Time: 2920.96 ms
[2022-03-23 14:36:27 main:574] : INFO : Epoch 1815 | loss: 0.0311147 | val_loss: 0.0311393 | Time: 3007.77 ms
[2022-03-23 14:36:31 main:574] : INFO : Epoch 1816 | loss: 0.0311048 | val_loss: 0.0311311 | Time: 3731.99 ms
[2022-03-23 14:36:34 main:574] : INFO : Epoch 1817 | loss: 0.0311023 | val_loss: 0.0311337 | Time: 3535.64 ms
[2022-03-23 14:36:37 main:574] : INFO : Epoch 1818 | loss: 0.0310968 | val_loss: 0.0311397 | Time: 3026.23 ms
[2022-03-23 14:36:40 main:574] : INFO : Epoch 1819 | loss: 0.0310931 | val_loss: 0.0311328 | Time: 3320.07 ms
[2022-03-23 14:36:43 main:574] : INFO : Epoch 1820 | loss: 0.0310932 | val_loss: 0.0311316 | Time: 2878.79 ms
[2022-03-23 14:36:47 main:574] : INFO : Epoch 1821 | loss: 0.0310959 | val_loss: 0.0311329 | Time: 3184.7 ms
[2022-03-23 14:36:50 main:574] : INFO : Epoch 1822 | loss: 0.0310965 | val_loss: 0.0311276 | Time: 3478.77 ms
[2022-03-23 14:36:53 main:574] : INFO : Epoch 1823 | loss: 0.0310956 | val_loss: 0.0311319 | Time: 3418.78 ms
[2022-03-23 14:36:58 main:574] : INFO : Epoch 1824 | loss: 0.0311042 | val_loss: 0.0311353 | Time: 4119.13 ms
[2022-03-23 14:37:01 main:574] : INFO : Epoch 1825 | loss: 0.0311039 | val_loss: 0.03113 | Time: 3334.47 ms
[2022-03-23 14:37:04 main:574] : INFO : Epoch 1826 | loss: 0.0311021 | val_loss: 0.031136 | Time: 2757.64 ms
[2022-03-23 14:37:07 main:574] : INFO : Epoch 1827 | loss: 0.0310977 | val_loss: 0.0311291 | Time: 2793.39 ms
[2022-03-23 14:37:10 main:574] : INFO : Epoch 1828 | loss: 0.0311013 | val_loss: 0.0311269 | Time: 3361.27 ms
[2022-03-23 14:37:13 main:574] : INFO : Epoch 1829 | loss: 0.0311041 | val_loss: 0.0311278 | Time: 2902.98 ms
[2022-03-23 14:37:16 main:574] : INFO : Epoch 1830 | loss: 0.0311008 | val_loss: 0.0311274 | Time: 2840.34 ms
[2022-03-23 14:37:19 main:574] : INFO : Epoch 1831 | loss: 0.0310998 | val_loss: 0.031131 | Time: 2995.4 ms
[2022-03-23 14:37:22 main:574] : INFO : Epoch 1832 | loss: 0.0311028 | val_loss: 0.0311402 | Time: 3078.25 ms
[2022-03-23 14:37:25 main:574] : INFO : Epoch 1833 | loss: 0.0310992 | val_loss: 0.0311341 | Time: 2873.27 ms
[2022-03-23 14:37:28 main:574] : INFO : Epoch 1834 | loss: 0.031099 | val_loss: 0.0311343 | Time: 3124.59 ms
[2022-03-23 14:37:31 main:574] : INFO : Epoch 1835 | loss: 0.0310999 | val_loss: 0.031145 | Time: 2855.66 ms
[2022-03-23 14:37:34 main:574] : INFO : Epoch 1836 | loss: 0.0311013 | val_loss: 0.0311472 | Time: 2975.31 ms
[2022-03-23 14:37:37 main:574] : INFO : Epoch 1837 | loss: 0.0311104 | val_loss: 0.0311353 | Time: 2977.39 ms
[2022-03-23 14:37:39 main:574] : INFO : Epoch 1838 | loss: 0.031103 | val_loss: 0.0311392 | Time: 2781.85 ms
[2022-03-23 14:37:42 main:574] : INFO : Epoch 1839 | loss: 0.0310973 | val_loss: 0.031132 | Time: 2956.6 ms
[2022-03-23 14:37:46 main:574] : INFO : Epoch 1840 | loss: 0.0310939 | val_loss: 0.031135 | Time: 3130.14 ms
[2022-03-23 14:37:48 main:574] : INFO : Epoch 1841 | loss: 0.0310919 | val_loss: 0.0311394 | Time: 2720.22 ms
[2022-03-23 14:37:51 main:574] : INFO : Epoch 1842 | loss: 0.0311029 | val_loss: 0.0311369 | Time: 2751.33 ms
[2022-03-23 14:37:54 main:574] : INFO : Epoch 1843 | loss: 0.0311083 | val_loss: 0.0311422 | Time: 3010.11 ms
[2022-03-23 14:37:57 main:574] : INFO : Epoch 1844 | loss: 0.0311062 | val_loss: 0.0311385 | Time: 3158.39 ms
[2022-03-23 14:38:00 main:574] : INFO : Epoch 1845 | loss: 0.0310976 | val_loss: 0.0311361 | Time: 2794.64 ms
[2022-03-23 14:38:03 main:574] : INFO : Epoch 1846 | loss: 0.0310976 | val_loss: 0.031135 | Time: 2807.17 ms
[2022-03-23 14:38:06 main:574] : INFO : Epoch 1847 | loss: 0.0310953 | val_loss: 0.0311361 | Time: 3194.29 ms
[2022-03-23 14:38:09 main:574] : INFO : Epoch 1848 | loss: 0.0310994 | val_loss: 0.0311344 | Time: 2779.37 ms
[2022-03-23 14:38:12 main:574] : INFO : Epoch 1849 | loss: 0.0310985 | val_loss: 0.0311352 | Time: 2720.09 ms
[2022-03-23 14:38:15 main:574] : INFO : Epoch 1850 | loss: 0.0310958 | val_loss: 0.0311387 | Time: 3146.08 ms
[2022-03-23 14:38:18 main:574] : INFO : Epoch 1851 | loss: 0.0310968 | val_loss: 0.0311443 | Time: 3097.06 ms
[2022-03-23 14:38:21 main:574] : INFO : Epoch 1852 | loss: 0.0311014 | val_loss: 0.0311427 | Time: 2812.96 ms
[2022-03-23 14:38:24 main:574] : INFO : Epoch 1853 | loss: 0.0311035 | val_loss: 0.0311426 | Time: 3030.66 ms
[2022-03-23 14:38:27 main:574] : INFO : Epoch 1854 | loss: 0.0310984 | val_loss: 0.0311509 | Time: 2953.28 ms
[2022-03-23 14:38:30 main:574] : INFO : Epoch 1855 | loss: 0.0310928 | val_loss: 0.0311352 | Time: 2952.59 ms
[2022-03-23 14:38:33 main:574] : INFO : Epoch 1856 | loss: 0.0310908 | val_loss: 0.0311463 | Time: 3259.13 ms
[2022-03-23 14:38:36 main:574] : INFO : Epoch 1857 | loss: 0.0310953 | val_loss: 0.0311399 | Time: 2884.47 ms
[2022-03-23 14:38:39 main:574] : INFO : Epoch 1858 | loss: 0.0310982 | val_loss: 0.031146 | Time: 2950.02 ms
[2022-03-23 14:38:42 main:574] : INFO : Epoch 1859 | loss: 0.0310958 | val_loss: 0.0311446 | Time: 3143.16 ms
[2022-03-23 14:38:45 main:574] : INFO : Epoch 1860 | loss: 0.0311035 | val_loss: 0.0311328 | Time: 2849.39 ms
[2022-03-23 14:38:48 main:574] : INFO : Epoch 1861 | loss: 0.0311007 | val_loss: 0.0311358 | Time: 2779.41 ms
[2022-03-23 14:38:51 main:574] : INFO : Epoch 1862 | loss: 0.0311008 | val_loss: 0.0311443 | Time: 3074.86 ms
[2022-03-23 14:38:54 main:574] : INFO : Epoch 1863 | loss: 0.0311001 | val_loss: 0.0311452 | Time: 3202.87 ms
[2022-03-23 14:38:57 main:574] : INFO : Epoch 1864 | loss: 0.031096 | val_loss: 0.0311379 | Time: 2810.05 ms
[2022-03-23 14:38:59 main:574] : INFO : Epoch 1865 | loss: 0.0310951 | val_loss: 0.0311401 | Time: 2812.24 ms
[2022-03-23 14:39:03 main:574] : INFO : Epoch 1866 | loss: 0.0310999 | val_loss: 0.031147 | Time: 3357.86 ms
[2022-03-23 14:39:06 main:574] : INFO : Epoch 1867 | loss: 0.0311026 | val_loss: 0.0311403 | Time: 3056.6 ms
[2022-03-23 14:39:09 main:574] : INFO : Epoch 1868 | loss: 0.0311013 | val_loss: 0.0311447 | Time: 2827.56 ms
[2022-03-23 14:39:12 main:574] : INFO : Epoch 1869 | loss: 0.0310983 | val_loss: 0.0311397 | Time: 3057.98 ms
[2022-03-23 14:39:15 main:574] : INFO : Epoch 1870 | loss: 0.0311001 | val_loss: 0.0311382 | Time: 3089.71 ms
[2022-03-23 14:39:18 main:574] : INFO : Epoch 1871 | loss: 0.0310953 | val_loss: 0.0311358 | Time: 3024.87 ms
[2022-03-23 14:39:21 main:574] : INFO : Epoch 1872 | loss: 0.0310948 | val_loss: 0.0311411 | Time: 3355.26 ms
[2022-03-23 14:39:25 main:574] : INFO : Epoch 1873 | loss: 0.031093 | val_loss: 0.0311404 | Time: 3278.28 ms
[2022-03-23 14:39:28 main:574] : INFO : Epoch 1874 | loss: 0.0310931 | val_loss: 0.0311403 | Time: 3484.23 ms
[2022-03-23 14:39:42 main:574] : INFO : Epoch 1875 | loss: 0.0310923 | val_loss: 0.0311452 | Time: 13918 ms
[2022-03-23 14:39:45 main:574] : INFO : Epoch 1876 | loss: 0.0310931 | val_loss: 0.0311375 | Time: 2759.34 ms
[2022-03-23 14:39:48 main:574] : INFO : Epoch 1877 | loss: 0.0310897 | val_loss: 0.0311455 | Time: 2766.4 ms
[2022-03-23 14:39:51 main:574] : INFO : Epoch 1878 | loss: 0.0310897 | val_loss: 0.0311561 | Time: 2975.07 ms
[2022-03-23 14:39:53 main:574] : INFO : Epoch 1879 | loss: 0.0310964 | val_loss: 0.0311407 | Time: 2750.98 ms
[2022-03-23 14:39:56 main:574] : INFO : Epoch 1880 | loss: 0.0310957 | val_loss: 0.0311533 | Time: 2950.32 ms
[2022-03-23 14:39:59 main:574] : INFO : Epoch 1881 | loss: 0.0310984 | val_loss: 0.0311417 | Time: 2972.78 ms
[2022-03-23 14:40:03 main:574] : INFO : Epoch 1882 | loss: 0.0310961 | val_loss: 0.0311435 | Time: 3484.64 ms
[2022-03-23 14:40:06 main:574] : INFO : Epoch 1883 | loss: 0.0310943 | val_loss: 0.0311451 | Time: 3203.81 ms
[2022-03-23 14:40:09 main:574] : INFO : Epoch 1884 | loss: 0.031093 | val_loss: 0.031132 | Time: 3088.9 ms
[2022-03-23 14:40:12 main:574] : INFO : Epoch 1885 | loss: 0.0310978 | val_loss: 0.0311428 | Time: 3024.28 ms
[2022-03-23 14:40:15 main:574] : INFO : Epoch 1886 | loss: 0.0310972 | val_loss: 0.0311381 | Time: 2726.87 ms
[2022-03-23 14:40:18 main:574] : INFO : Epoch 1887 | loss: 0.0310985 | val_loss: 0.0311376 | Time: 2735.94 ms
[2022-03-23 14:40:21 main:574] : INFO : Epoch 1888 | loss: 0.0310985 | val_loss: 0.0311399 | Time: 3230.71 ms
[2022-03-23 14:40:24 main:574] : INFO : Epoch 1889 | loss: 0.031094 | val_loss: 0.0311477 | Time: 2868.6 ms
[2022-03-23 14:40:26 main:574] : INFO : Epoch 1890 | loss: 0.0310907 | val_loss: 0.0311425 | Time: 2701.73 ms
[2022-03-23 14:40:29 main:574] : INFO : Epoch 1891 | loss: 0.0310911 | val_loss: 0.031141 | Time: 3045.18 ms
[2022-03-23 14:40:33 main:574] : INFO : Epoch 1892 | loss: 0.0310917 | val_loss: 0.031142 | Time: 3065.18 ms
[2022-03-23 14:40:35 main:574] : INFO : Epoch 1893 | loss: 0.031091 | val_loss: 0.0311399 | Time: 2839.46 ms
[2022-03-23 14:40:39 main:574] : INFO : Epoch 1894 | loss: 0.0310986 | val_loss: 0.0311385 | Time: 3306.06 ms
[2022-03-23 14:40:42 main:574] : INFO : Epoch 1895 | loss: 0.0310937 | val_loss: 0.0311406 | Time: 2990.54 ms
[2022-03-23 14:40:45 main:574] : INFO : Epoch 1896 | loss: 0.0310922 | val_loss: 0.0311397 | Time: 3087.54 ms
[2022-03-23 14:40:48 main:574] : INFO : Epoch 1897 | loss: 0.031092 | val_loss: 0.0311383 | Time: 3062.93 ms
[2022-03-23 14:40:51 main:574] : INFO : Epoch 1898 | loss: 0.0310994 | val_loss: 0.0311364 | Time: 2740.34 ms
[2022-03-23 14:40:54 main:574] : INFO : Epoch 1899 | loss: 0.0310963 | val_loss: 0.0311424 | Time: 2885.07 ms
[2022-03-23 14:40:57 main:574] : INFO : Epoch 1900 | loss: 0.031094 | val_loss: 0.0311327 | Time: 3343.12 ms
[2022-03-23 14:41:00 main:574] : INFO : Epoch 1901 | loss: 0.0310939 | val_loss: 0.0311446 | Time: 2863.79 ms
[2022-03-23 14:41:03 main:574] : INFO : Epoch 1902 | loss: 0.0310928 | val_loss: 0.0311329 | Time: 2969.14 ms
[2022-03-23 14:41:06 main:574] : INFO : Epoch 1903 | loss: 0.0310945 | val_loss: 0.0311369 | Time: 3113.08 ms
[2022-03-23 14:41:09 main:574] : INFO : Epoch 1904 | loss: 0.031091 | val_loss: 0.0311431 | Time: 3049.23 ms
[2022-03-23 14:41:12 main:574] : INFO : Epoch 1905 | loss: 0.0310905 | val_loss: 0.0311382 | Time: 2882.61 ms
[2022-03-23 14:41:15 main:574] : INFO : Epoch 1906 | loss: 0.0310902 | val_loss: 0.0311373 | Time: 3084.07 ms
[2022-03-23 14:41:18 main:574] : INFO : Epoch 1907 | loss: 0.0310876 | val_loss: 0.0311446 | Time: 2791.49 ms
[2022-03-23 14:41:21 main:574] : INFO : Epoch 1908 | loss: 0.0310888 | val_loss: 0.0311384 | Time: 3127.02 ms
[2022-03-23 14:41:24 main:574] : INFO : Epoch 1909 | loss: 0.0310884 | val_loss: 0.0311395 | Time: 2739.49 ms
[2022-03-23 14:41:27 main:574] : INFO : Epoch 1910 | loss: 0.0310946 | val_loss: 0.0311332 | Time: 3066.08 ms
[2022-03-23 14:41:30 main:574] : INFO : Epoch 1911 | loss: 0.0310945 | val_loss: 0.0311455 | Time: 3023.74 ms
[2022-03-23 14:41:33 main:574] : INFO : Epoch 1912 | loss: 0.0311037 | val_loss: 0.0311424 | Time: 3234.51 ms
[2022-03-23 14:41:36 main:574] : INFO : Epoch 1913 | loss: 0.031103 | val_loss: 0.0311372 | Time: 3188.62 ms
[2022-03-23 14:41:39 main:574] : INFO : Epoch 1914 | loss: 0.0311019 | val_loss: 0.0311335 | Time: 2945.59 ms
[2022-03-23 14:41:42 main:574] : INFO : Epoch 1915 | loss: 0.0311013 | val_loss: 0.0311327 | Time: 3214.34 ms
[2022-03-23 14:41:46 main:574] : INFO : Epoch 1916 | loss: 0.0310947 | val_loss: 0.0311394 | Time: 3235.01 ms
[2022-03-23 14:41:48 main:574] : INFO : Epoch 1917 | loss: 0.0310957 | val_loss: 0.0311355 | Time: 2879.5 ms
[2022-03-23 14:41:51 main:574] : INFO : Epoch 1918 | loss: 0.0310978 | val_loss: 0.0311403 | Time: 2796.86 ms
[2022-03-23 14:41:54 main:574] : INFO : Epoch 1919 | loss: 0.0311023 | val_loss: 0.0311298 | Time: 3036.25 ms
[2022-03-23 14:41:57 main:574] : INFO : Epoch 1920 | loss: 0.0310982 | val_loss: 0.0311315 | Time: 3150.37 ms
[2022-03-23 14:42:01 main:574] : INFO : Epoch 1921 | loss: 0.0311039 | val_loss: 0.0311519 | Time: 3071.51 ms
[2022-03-23 14:42:04 main:574] : INFO : Epoch 1922 | loss: 0.0311145 | val_loss: 0.0311387 | Time: 3165.69 ms
[2022-03-23 14:42:07 main:574] : INFO : Epoch 1923 | loss: 0.031109 | val_loss: 0.0311384 | Time: 2965.73 ms
[2022-03-23 14:42:10 main:574] : INFO : Epoch 1924 | loss: 0.0311037 | val_loss: 0.0311439 | Time: 3088.73 ms
[2022-03-23 14:42:13 main:574] : INFO : Epoch 1925 | loss: 0.0311025 | val_loss: 0.0311463 | Time: 3404.79 ms
[2022-03-23 14:42:16 main:574] : INFO : Epoch 1926 | loss: 0.0311045 | val_loss: 0.0311345 | Time: 2968.88 ms
[2022-03-23 14:42:19 main:574] : INFO : Epoch 1927 | loss: 0.0311046 | val_loss: 0.031137 | Time: 2922.44 ms
[2022-03-23 14:42:22 main:574] : INFO : Epoch 1928 | loss: 0.0310984 | val_loss: 0.0311319 | Time: 3192.11 ms
[2022-03-23 14:42:26 main:574] : INFO : Epoch 1929 | loss: 0.0310923 | val_loss: 0.0311383 | Time: 3278.68 ms
[2022-03-23 14:42:29 main:574] : INFO : Epoch 1930 | loss: 0.0310913 | val_loss: 0.0311293 | Time: 3234.64 ms
[2022-03-23 14:42:32 main:574] : INFO : Epoch 1931 | loss: 0.0310932 | val_loss: 0.0311544 | Time: 3326.43 ms
[2022-03-23 14:42:35 main:574] : INFO : Epoch 1932 | loss: 0.0310999 | val_loss: 0.0311305 | Time: 3047.16 ms
[2022-03-23 14:42:38 main:574] : INFO : Epoch 1933 | loss: 0.0311008 | val_loss: 0.0311462 | Time: 3052.86 ms
[2022-03-23 14:42:42 main:574] : INFO : Epoch 1934 | loss: 0.0310987 | val_loss: 0.0311407 | Time: 3456.81 ms
[2022-03-23 14:42:45 main:574] : INFO : Epoch 1935 | loss: 0.0310995 | val_loss: 0.031146 | Time: 3210.56 ms
[2022-03-23 14:42:48 main:574] : INFO : Epoch 1936 | loss: 0.0311019 | val_loss: 0.0311503 | Time: 2966.65 ms
[2022-03-23 14:42:51 main:574] : INFO : Epoch 1937 | loss: 0.031098 | val_loss: 0.0311333 | Time: 3188.3 ms
[2022-03-23 14:42:54 main:574] : INFO : Epoch 1938 | loss: 0.0310965 | val_loss: 0.0311365 | Time: 3051.91 ms
[2022-03-23 14:42:58 main:574] : INFO : Epoch 1939 | loss: 0.0310939 | val_loss: 0.0311352 | Time: 3249.18 ms
[2022-03-23 14:43:01 main:574] : INFO : Epoch 1940 | loss: 0.0310889 | val_loss: 0.0311342 | Time: 3451.86 ms
[2022-03-23 14:43:04 main:574] : INFO : Epoch 1941 | loss: 0.0310922 | val_loss: 0.0311342 | Time: 2875.53 ms
[2022-03-23 14:43:07 main:574] : INFO : Epoch 1942 | loss: 0.0310915 | val_loss: 0.0311358 | Time: 2778.61 ms
[2022-03-23 14:43:10 main:574] : INFO : Epoch 1943 | loss: 0.031091 | val_loss: 0.0311268 | Time: 3255.04 ms
[2022-03-23 14:43:13 main:574] : INFO : Epoch 1944 | loss: 0.0310881 | val_loss: 0.0311318 | Time: 3024.32 ms
[2022-03-23 14:43:16 main:574] : INFO : Epoch 1945 | loss: 0.031094 | val_loss: 0.0311321 | Time: 2894.87 ms
[2022-03-23 14:43:19 main:574] : INFO : Epoch 1946 | loss: 0.0310927 | val_loss: 0.0311347 | Time: 2935.63 ms
[2022-03-23 14:43:22 main:574] : INFO : Epoch 1947 | loss: 0.0310962 | val_loss: 0.0311388 | Time: 3034.1 ms
[2022-03-23 14:43:25 main:574] : INFO : Epoch 1948 | loss: 0.031106 | val_loss: 0.0311499 | Time: 2918.51 ms
[2022-03-23 14:43:28 main:574] : INFO : Epoch 1949 | loss: 0.0311002 | val_loss: 0.0311341 | Time: 3128.24 ms
[2022-03-23 14:43:31 main:574] : INFO : Epoch 1950 | loss: 0.0310917 | val_loss: 0.0311449 | Time: 2825.76 ms
[2022-03-23 14:43:34 main:574] : INFO : Epoch 1951 | loss: 0.0310911 | val_loss: 0.0311285 | Time: 2990.18 ms
[2022-03-23 14:43:37 main:574] : INFO : Epoch 1952 | loss: 0.0310916 | val_loss: 0.0311299 | Time: 3456.52 ms
[2022-03-23 14:43:40 main:574] : INFO : Epoch 1953 | loss: 0.0310937 | val_loss: 0.0311559 | Time: 2891.13 ms
[2022-03-23 14:43:43 main:574] : INFO : Epoch 1954 | loss: 0.0311041 | val_loss: 0.0311331 | Time: 3370.66 ms
[2022-03-23 14:43:47 main:574] : INFO : Epoch 1955 | loss: 0.0311063 | val_loss: 0.0311434 | Time: 3012.03 ms
[2022-03-23 14:43:50 main:574] : INFO : Epoch 1956 | loss: 0.0310999 | val_loss: 0.0311379 | Time: 3059.86 ms
[2022-03-23 14:43:52 main:574] : INFO : Epoch 1957 | loss: 0.0310921 | val_loss: 0.0311372 | Time: 2818.28 ms
[2022-03-23 14:43:55 main:574] : INFO : Epoch 1958 | loss: 0.031092 | val_loss: 0.0311361 | Time: 3039.81 ms
[2022-03-23 14:43:58 main:574] : INFO : Epoch 1959 | loss: 0.0310956 | val_loss: 0.0311253 | Time: 2826.23 ms
[2022-03-23 14:44:01 main:574] : INFO : Epoch 1960 | loss: 0.0310948 | val_loss: 0.0311303 | Time: 2965.32 ms
[2022-03-23 14:44:04 main:574] : INFO : Epoch 1961 | loss: 0.0310907 | val_loss: 0.0311344 | Time: 2978.39 ms
[2022-03-23 14:44:07 main:574] : INFO : Epoch 1962 | loss: 0.0310913 | val_loss: 0.0311336 | Time: 2814.54 ms
[2022-03-23 14:44:10 main:574] : INFO : Epoch 1963 | loss: 0.0310906 | val_loss: 0.0311401 | Time: 2946.08 ms
[2022-03-23 14:44:13 main:574] : INFO : Epoch 1964 | loss: 0.0310914 | val_loss: 0.031145 | Time: 2744.87 ms
[2022-03-23 14:44:16 main:574] : INFO : Epoch 1965 | loss: 0.0310979 | val_loss: 0.0311477 | Time: 2984.01 ms
[2022-03-23 14:44:19 main:574] : INFO : Epoch 1966 | loss: 0.0310871 | val_loss: 0.0311356 | Time: 2813.6 ms
[2022-03-23 14:44:22 main:574] : INFO : Epoch 1967 | loss: 0.0310862 | val_loss: 0.0311359 | Time: 3053.02 ms
[2022-03-23 14:44:25 main:574] : INFO : Epoch 1968 | loss: 0.0310858 | val_loss: 0.0311355 | Time: 3079.2 ms
[2022-03-23 14:44:28 main:574] : INFO : Epoch 1969 | loss: 0.0310902 | val_loss: 0.0311299 | Time: 3188.61 ms
[2022-03-23 14:44:31 main:574] : INFO : Epoch 1970 | loss: 0.0310934 | val_loss: 0.0311306 | Time: 2982.41 ms
[2022-03-23 14:44:35 main:574] : INFO : Epoch 1971 | loss: 0.0310929 | val_loss: 0.0311363 | Time: 3696.69 ms
[2022-03-23 14:44:38 main:574] : INFO : Epoch 1972 | loss: 0.0310912 | val_loss: 0.0311331 | Time: 3635.35 ms
[2022-03-23 14:44:42 main:574] : INFO : Epoch 1973 | loss: 0.0310916 | val_loss: 0.031137 | Time: 3358.35 ms
[2022-03-23 14:44:45 main:574] : INFO : Epoch 1974 | loss: 0.0310911 | val_loss: 0.0311402 | Time: 3463.77 ms
[2022-03-23 14:44:48 main:574] : INFO : Epoch 1975 | loss: 0.0310925 | val_loss: 0.031136 | Time: 3162.48 ms
[2022-03-23 14:44:51 main:574] : INFO : Epoch 1976 | loss: 0.0310879 | val_loss: 0.0311294 | Time: 2865.86 ms
[2022-03-23 14:44:54 main:574] : INFO : Epoch 1977 | loss: 0.0310993 | val_loss: 0.0311553 | Time: 3328.5 ms
[2022-03-23 14:44:58 main:574] : INFO : Epoch 1978 | loss: 0.0310967 | val_loss: 0.0311274 | Time: 3347.74 ms
[2022-03-23 14:45:01 main:574] : INFO : Epoch 1979 | loss: 0.0310922 | val_loss: 0.0311446 | Time: 3351.51 ms
[2022-03-23 14:45:05 main:574] : INFO : Epoch 1980 | loss: 0.0310975 | val_loss: 0.0311389 | Time: 4102.81 ms
[2022-03-23 14:45:09 main:574] : INFO : Epoch 1981 | loss: 0.0310947 | val_loss: 0.0311303 | Time: 3320.95 ms
[2022-03-23 14:45:12 main:574] : INFO : Epoch 1982 | loss: 0.0310976 | val_loss: 0.03114 | Time: 3093.35 ms
[2022-03-23 14:45:15 main:574] : INFO : Epoch 1983 | loss: 0.031092 | val_loss: 0.0311312 | Time: 3113.93 ms
[2022-03-23 14:45:18 main:574] : INFO : Epoch 1984 | loss: 0.0310873 | val_loss: 0.0311354 | Time: 3206.01 ms
[2022-03-23 14:45:21 main:574] : INFO : Epoch 1985 | loss: 0.0310889 | val_loss: 0.0311434 | Time: 2942.85 ms
[2022-03-23 14:45:24 main:574] : INFO : Epoch 1986 | loss: 0.0310883 | val_loss: 0.0311361 | Time: 3062.04 ms
[2022-03-23 14:45:27 main:574] : INFO : Epoch 1987 | loss: 0.0310917 | val_loss: 0.0311374 | Time: 3125.7 ms
[2022-03-23 14:45:30 main:574] : INFO : Epoch 1988 | loss: 0.03109 | val_loss: 0.0311329 | Time: 3203 ms
[2022-03-23 14:45:34 main:574] : INFO : Epoch 1989 | loss: 0.0310919 | val_loss: 0.0311368 | Time: 3252.82 ms
[2022-03-23 14:45:37 main:574] : INFO : Epoch 1990 | loss: 0.0310884 | val_loss: 0.0311412 | Time: 2955.71 ms
[2022-03-23 14:45:40 main:574] : INFO : Epoch 1991 | loss: 0.0310906 | val_loss: 0.0311416 | Time: 2883.55 ms
[2022-03-23 14:45:43 main:574] : INFO : Epoch 1992 | loss: 0.0310894 | val_loss: 0.0311409 | Time: 3358.54 ms
[2022-03-23 14:45:46 main:574] : INFO : Epoch 1993 | loss: 0.0310891 | val_loss: 0.0311412 | Time: 3227.32 ms
[2022-03-23 14:45:49 main:574] : INFO : Epoch 1994 | loss: 0.0310906 | val_loss: 0.0311274 | Time: 3110.89 ms
[2022-03-23 14:45:53 main:574] : INFO : Epoch 1995 | loss: 0.0310883 | val_loss: 0.0311352 | Time: 3682.67 ms
[2022-03-23 14:45:57 main:574] : INFO : Epoch 1996 | loss: 0.0310926 | val_loss: 0.0311295 | Time: 3583.27 ms
[2022-03-23 14:46:00 main:574] : INFO : Epoch 1997 | loss: 0.0310955 | val_loss: 0.0311365 | Time: 3256.63 ms
[2022-03-23 14:46:04 main:574] : INFO : Epoch 1998 | loss: 0.0310936 | val_loss: 0.0311378 | Time: 3963.57 ms
[2022-03-23 14:46:08 main:574] : INFO : Epoch 1999 | loss: 0.031089 | val_loss: 0.0311316 | Time: 3702.47 ms
[2022-03-23 14:46:11 main:574] : INFO : Epoch 2000 | loss: 0.0310968 | val_loss: 0.031157 | Time: 3340.67 ms
[2022-03-23 14:46:14 main:574] : INFO : Epoch 2001 | loss: 0.0310987 | val_loss: 0.031141 | Time: 3282.88 ms
[2022-03-23 14:46:17 main:574] : INFO : Epoch 2002 | loss: 0.0310911 | val_loss: 0.0311324 | Time: 3169.34 ms
[2022-03-23 14:46:21 main:574] : INFO : Epoch 2003 | loss: 0.0310894 | val_loss: 0.0311332 | Time: 3237.09 ms
[2022-03-23 14:46:24 main:574] : INFO : Epoch 2004 | loss: 0.031091 | val_loss: 0.0311325 | Time: 3058.1 ms
[2022-03-23 14:46:27 main:574] : INFO : Epoch 2005 | loss: 0.0310907 | val_loss: 0.0311525 | Time: 3389.62 ms
[2022-03-23 14:46:31 main:574] : INFO : Epoch 2006 | loss: 0.0310901 | val_loss: 0.0311363 | Time: 4276.07 ms
[2022-03-23 14:46:35 main:574] : INFO : Epoch 2007 | loss: 0.0310884 | val_loss: 0.0311313 | Time: 3562.45 ms
[2022-03-23 14:46:40 main:574] : INFO : Epoch 2008 | loss: 0.0310869 | val_loss: 0.0311388 | Time: 4885.03 ms
[2022-03-23 14:46:44 main:574] : INFO : Epoch 2009 | loss: 0.0310895 | val_loss: 0.0311307 | Time: 3705.04 ms
[2022-03-23 14:46:47 main:574] : INFO : Epoch 2010 | loss: 0.0310826 | val_loss: 0.031135 | Time: 3664.3 ms
[2022-03-23 14:46:51 main:574] : INFO : Epoch 2011 | loss: 0.0310831 | val_loss: 0.0311309 | Time: 3844.95 ms
[2022-03-23 14:46:55 main:574] : INFO : Epoch 2012 | loss: 0.0310828 | val_loss: 0.0311466 | Time: 3698.22 ms
[2022-03-23 14:46:58 main:574] : INFO : Epoch 2013 | loss: 0.0310815 | val_loss: 0.0311399 | Time: 3413.9 ms
[2022-03-23 14:47:01 main:574] : INFO : Epoch 2014 | loss: 0.0310852 | val_loss: 0.0311398 | Time: 2870.36 ms
[2022-03-23 14:47:04 main:574] : INFO : Epoch 2015 | loss: 0.0310791 | val_loss: 0.0311518 | Time: 2860.75 ms
[2022-03-23 14:47:07 main:574] : INFO : Epoch 2016 | loss: 0.031079 | val_loss: 0.0311329 | Time: 2938.56 ms
[2022-03-23 14:47:10 main:574] : INFO : Epoch 2017 | loss: 0.0310821 | val_loss: 0.0311339 | Time: 3222.2 ms
[2022-03-23 14:47:13 main:574] : INFO : Epoch 2018 | loss: 0.0310873 | val_loss: 0.0311429 | Time: 2889.19 ms
[2022-03-23 14:47:16 main:574] : INFO : Epoch 2019 | loss: 0.0310837 | val_loss: 0.0311448 | Time: 2791.06 ms
[2022-03-23 14:47:19 main:574] : INFO : Epoch 2020 | loss: 0.0310888 | val_loss: 0.0311431 | Time: 3160.21 ms
[2022-03-23 14:47:22 main:574] : INFO : Epoch 2021 | loss: 0.031099 | val_loss: 0.0311385 | Time: 3014.34 ms
[2022-03-23 14:47:25 main:574] : INFO : Epoch 2022 | loss: 0.0311023 | val_loss: 0.0311398 | Time: 3214.04 ms
[2022-03-23 14:47:28 main:574] : INFO : Epoch 2023 | loss: 0.0311027 | val_loss: 0.0311514 | Time: 3151.73 ms
[2022-03-23 14:47:31 main:574] : INFO : Epoch 2024 | loss: 0.0311008 | val_loss: 0.0311399 | Time: 2844.04 ms
[2022-03-23 14:47:34 main:574] : INFO : Epoch 2025 | loss: 0.0311036 | val_loss: 0.0311407 | Time: 3082.71 ms
[2022-03-23 14:47:37 main:574] : INFO : Epoch 2026 | loss: 0.0311059 | val_loss: 0.0311489 | Time: 3014.06 ms
[2022-03-23 14:47:40 main:574] : INFO : Epoch 2027 | loss: 0.0311032 | val_loss: 0.0311287 | Time: 2675.91 ms
[2022-03-23 14:47:43 main:574] : INFO : Epoch 2028 | loss: 0.0311002 | val_loss: 0.0311497 | Time: 2902.83 ms
[2022-03-23 14:47:46 main:574] : INFO : Epoch 2029 | loss: 0.0311005 | val_loss: 0.0311446 | Time: 3083.92 ms
[2022-03-23 14:47:49 main:574] : INFO : Epoch 2030 | loss: 0.0311018 | val_loss: 0.0311447 | Time: 2792.95 ms
[2022-03-23 14:47:52 main:574] : INFO : Epoch 2031 | loss: 0.0310986 | val_loss: 0.0311363 | Time: 2704.19 ms
[2022-03-23 14:47:55 main:574] : INFO : Epoch 2032 | loss: 0.0310961 | val_loss: 0.0311443 | Time: 3362.17 ms
[2022-03-23 14:47:58 main:574] : INFO : Epoch 2033 | loss: 0.0310965 | val_loss: 0.0311343 | Time: 2798.91 ms
[2022-03-23 14:48:01 main:574] : INFO : Epoch 2034 | loss: 0.0310957 | val_loss: 0.0311503 | Time: 2745.59 ms
[2022-03-23 14:48:03 main:574] : INFO : Epoch 2035 | loss: 0.0310947 | val_loss: 0.0311365 | Time: 2869.96 ms
[2022-03-23 14:48:07 main:574] : INFO : Epoch 2036 | loss: 0.0310912 | val_loss: 0.0311495 | Time: 3221.33 ms
[2022-03-23 14:48:10 main:574] : INFO : Epoch 2037 | loss: 0.031096 | val_loss: 0.0311411 | Time: 2863.79 ms
[2022-03-23 14:48:12 main:574] : INFO : Epoch 2038 | loss: 0.0310877 | val_loss: 0.0311475 | Time: 2711.96 ms
[2022-03-23 14:48:15 main:574] : INFO : Epoch 2039 | loss: 0.0310857 | val_loss: 0.0311451 | Time: 3105.87 ms
[2022-03-23 14:48:18 main:574] : INFO : Epoch 2040 | loss: 0.031089 | val_loss: 0.0311382 | Time: 3033.71 ms
[2022-03-23 14:48:21 main:574] : INFO : Epoch 2041 | loss: 0.0310873 | val_loss: 0.0311359 | Time: 2773.6 ms
[2022-03-23 14:48:24 main:574] : INFO : Epoch 2042 | loss: 0.0310872 | val_loss: 0.0311403 | Time: 3115.89 ms
[2022-03-23 14:48:27 main:574] : INFO : Epoch 2043 | loss: 0.0310874 | val_loss: 0.0311479 | Time: 2990.42 ms
[2022-03-23 14:48:30 main:574] : INFO : Epoch 2044 | loss: 0.0310913 | val_loss: 0.0311381 | Time: 3070.73 ms
[2022-03-23 14:48:33 main:574] : INFO : Epoch 2045 | loss: 0.0310879 | val_loss: 0.0311365 | Time: 3073.82 ms
[2022-03-23 14:48:37 main:574] : INFO : Epoch 2046 | loss: 0.0310878 | val_loss: 0.0311318 | Time: 3093.63 ms
[2022-03-23 14:48:42 main:574] : INFO : Epoch 2047 | loss: 0.0310865 | val_loss: 0.0311682 | Time: 5555.48 ms
[2022-03-23 14:48:57 main:574] : INFO : Epoch 2048 | loss: 0.0310925 | val_loss: 0.0311352 | Time: 15000.2 ms
[2022-03-23 14:48:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311352
[2022-03-23 14:48:57 main:603] : INFO : Saving end state to config to file
[2022-03-23 14:48:57 main:608] : INFO : Success, exiting..
14:48:57 (23236): 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)