Task 12953493
| Name | ParityModified-1647040784-1884-0_0 |
| Workunit | 10085825 |
| Created | 11 Mar 2022, 23:19:45 UTC |
| Sent | 12 Mar 2022, 3:09:48 UTC |
| Report deadline | 20 Mar 2022, 3:09:48 UTC |
| Received | 12 Mar 2022, 8:30:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 51 min 57 sec |
| CPU time | 1 hours 49 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6 main:574] : INFO : Epoch 1542 | loss: 0.0310392 | val_loss: 0.0312795 | Time: 3361.38 ms [2022-03-12 09:00:30 main:574] : INFO : Epoch 1543 | loss: 0.0310349 | val_loss: 0.0312854 | Time: 3297.13 ms [2022-03-12 09:00:33 main:574] : INFO : Epoch 1544 | loss: 0.0310437 | val_loss: 0.0312946 | Time: 3338.33 ms [2022-03-12 09:00:36 main:574] : INFO : Epoch 1545 | loss: 0.0310396 | val_loss: 0.0312615 | Time: 3317.24 ms [2022-03-12 09:00:40 main:574] : INFO : Epoch 1546 | loss: 0.0310383 | val_loss: 0.0312926 | Time: 3268.8 ms [2022-03-12 09:00:43 main:574] : INFO : Epoch 1547 | loss: 0.0310409 | val_loss: 0.0313021 | Time: 3261.86 ms [2022-03-12 09:00:46 main:574] : INFO : Epoch 1548 | loss: 0.0310401 | val_loss: 0.031277 | Time: 3288.53 ms [2022-03-12 09:00:49 main:574] : INFO : Epoch 1549 | loss: 0.0310407 | val_loss: 0.0312721 | Time: 3296.11 ms [2022-03-12 09:00:53 main:574] : INFO : Epoch 1550 | loss: 0.0310476 | val_loss: 0.031269 | Time: 3310.49 ms [2022-03-12 09:00:56 main:574] : INFO : Epoch 1551 | loss: 0.0310471 | val_loss: 0.0312882 | Time: 3277.53 ms [2022-03-12 09:00:59 main:574] : INFO : Epoch 1552 | loss: 0.0310375 | val_loss: 0.0312703 | Time: 3263.78 ms [2022-03-12 09:01:03 main:574] : INFO : Epoch 1553 | loss: 0.0310368 | val_loss: 0.0312868 | Time: 3264.35 ms [2022-03-12 09:01:06 main:574] : INFO : Epoch 1554 | loss: 0.0310399 | val_loss: 0.0312685 | Time: 3209.72 ms [2022-03-12 09:01:09 main:574] : INFO : Epoch 1555 | loss: 0.0310397 | val_loss: 0.0312918 | Time: 3265.78 ms [2022-03-12 09:01:12 main:574] : INFO : Epoch 1556 | loss: 0.0310338 | val_loss: 0.0312706 | Time: 3250.71 ms [2022-03-12 09:01:16 main:574] : INFO : Epoch 1557 | loss: 0.0310414 | val_loss: 0.0312738 | Time: 3327.28 ms [2022-03-12 09:01:19 main:574] : INFO : Epoch 1558 | loss: 0.0310405 | val_loss: 0.031266 | Time: 3267.07 ms [2022-03-12 09:01:22 main:574] : INFO : Epoch 1559 | loss: 0.0310378 | val_loss: 0.03129 | Time: 3278.92 ms [2022-03-12 09:01:25 main:574] : INFO : Epoch 1560 | loss: 0.0310395 | val_loss: 0.0312731 | Time: 3273.18 ms [2022-03-12 09:01:29 main:574] : INFO : Epoch 1561 | loss: 0.0310414 | val_loss: 0.0312572 | Time: 3241.4 ms [2022-03-12 09:01:32 main:574] : INFO : Epoch 1562 | loss: 0.0310444 | val_loss: 0.0312789 | Time: 3290.53 ms [2022-03-12 09:01:35 main:574] : INFO : Epoch 1563 | loss: 0.0310381 | val_loss: 0.0312891 | Time: 3303.45 ms [2022-03-12 09:01:38 main:574] : INFO : Epoch 1564 | loss: 0.0310427 | val_loss: 0.031282 | Time: 3247.4 ms [2022-03-12 09:01:42 main:574] : INFO : Epoch 1565 | loss: 0.0310437 | val_loss: 0.0312943 | Time: 3318.9 ms [2022-03-12 09:01:45 main:574] : INFO : Epoch 1566 | loss: 0.0310432 | val_loss: 0.0312979 | Time: 3262.67 ms [2022-03-12 09:01:48 main:574] : INFO : Epoch 1567 | loss: 0.0310358 | val_loss: 0.0312728 | Time: 3287.29 ms [2022-03-12 09:01:52 main:574] : INFO : Epoch 1568 | loss: 0.0310386 | val_loss: 0.0312923 | Time: 3238.08 ms [2022-03-12 09:01:55 main:574] : INFO : Epoch 1569 | loss: 0.0310409 | val_loss: 0.0312889 | Time: 3273.59 ms [2022-03-12 09:01:58 main:574] : INFO : Epoch 1570 | loss: 0.0310367 | val_loss: 0.0312589 | Time: 3282.68 ms [2022-03-12 09:02:01 main:574] : INFO : Epoch 1571 | loss: 0.0310429 | val_loss: 0.031279 | Time: 3226.32 ms [2022-03-12 09:02:05 main:574] : INFO : Epoch 1572 | loss: 0.0310474 | val_loss: 0.0312665 | Time: 3286.45 ms [2022-03-12 09:02:08 main:574] : INFO : Epoch 1573 | loss: 0.0310408 | val_loss: 0.0312946 | Time: 3227.75 ms [2022-03-12 09:02:11 main:574] : INFO : Epoch 1574 | loss: 0.0310323 | val_loss: 0.0312896 | Time: 3263.16 ms [2022-03-12 09:02:14 main:574] : INFO : Epoch 1575 | loss: 0.0310313 | val_loss: 0.0312943 | Time: 3260.63 ms [2022-03-12 09:02:18 main:574] : INFO : Epoch 1576 | loss: 0.0310358 | val_loss: 0.0312673 | Time: 3304.75 ms [2022-03-12 09:02:21 main:574] : INFO : Epoch 1577 | loss: 0.0310372 | val_loss: 0.0312713 | Time: 3356.65 ms [2022-03-12 09:02:24 main:574] : INFO : Epoch 1578 | loss: 0.0310335 | val_loss: 0.0312876 | Time: 3267.83 ms [2022-03-12 09:02:28 main:574] : INFO : Epoch 1579 | loss: 0.0310384 | val_loss: 0.0312862 | Time: 3242.85 ms [2022-03-12 09:02:31 main:574] : INFO : Epoch 1580 | loss: 0.0310347 | val_loss: 0.0312666 | Time: 3324.66 ms [2022-03-12 09:02:34 main:574] : INFO : Epoch 1581 | loss: 0.0310385 | val_loss: 0.0312777 | Time: 3294.83 ms [2022-03-12 09:02:38 main:574] : INFO : Epoch 1582 | loss: 0.031033 | val_loss: 0.0312905 | Time: 3294.29 ms [2022-03-12 09:02:41 main:574] : INFO : Epoch 1583 | loss: 0.0310287 | val_loss: 0.0312902 | Time: 3256.52 ms [2022-03-12 09:02:44 main:574] : INFO : Epoch 1584 | loss: 0.0310331 | val_loss: 0.0312873 | Time: 3295.76 ms [2022-03-12 09:02:47 main:574] : INFO : Epoch 1585 | loss: 0.0310373 | val_loss: 0.0312836 | Time: 3233.45 ms [2022-03-12 09:02:51 main:574] : INFO : Epoch 1586 | loss: 0.0310335 | val_loss: 0.0313258 | Time: 3300.58 ms [2022-03-12 09:02:54 main:574] : INFO : Epoch 1587 | loss: 0.0310348 | val_loss: 0.0312932 | Time: 3190.48 ms [2022-03-12 09:02:57 main:574] : INFO : Epoch 1588 | loss: 0.0310333 | val_loss: 0.0312848 | Time: 3265.39 ms [2022-03-12 09:03:00 main:574] : INFO : Epoch 1589 | loss: 0.0310354 | val_loss: 0.0312619 | Time: 3317.57 ms [2022-03-12 09:03:04 main:574] : INFO : Epoch 1590 | loss: 0.0310317 | val_loss: 0.031292 | Time: 3206.88 ms [2022-03-12 09:03:07 main:574] : INFO : Epoch 1591 | loss: 0.0310335 | val_loss: 0.0312741 | Time: 3256.95 ms [2022-03-12 09:03:10 main:574] : INFO : Epoch 1592 | loss: 0.031037 | val_loss: 0.0312953 | Time: 3289.87 ms [2022-03-12 09:03:14 main:574] : INFO : Epoch 1593 | loss: 0.0310307 | val_loss: 0.0312809 | Time: 3282.17 ms [2022-03-12 09:03:17 main:574] : INFO : Epoch 1594 | loss: 0.0310281 | val_loss: 0.0313001 | Time: 3278.94 ms [2022-03-12 09:03:20 main:574] : INFO : Epoch 1595 | loss: 0.0310335 | val_loss: 0.031308 | Time: 3259.46 ms [2022-03-12 09:03:23 main:574] : INFO : Epoch 1596 | loss: 0.031042 | val_loss: 0.0312837 | Time: 3296.82 ms [2022-03-12 09:03:27 main:574] : INFO : Epoch 1597 | loss: 0.0310325 | val_loss: 0.0312877 | Time: 3310.21 ms [2022-03-12 09:03:30 main:574] : INFO : Epoch 1598 | loss: 0.0310344 | val_loss: 0.0312736 | Time: 3293.39 ms [2022-03-12 09:03:33 main:574] : INFO : Epoch 1599 | loss: 0.0310396 | val_loss: 0.0313047 | Time: 3255.6 ms [2022-03-12 09:03:37 main:574] : INFO : Epoch 1600 | loss: 0.0310301 | val_loss: 0.0312984 | Time: 3306.67 ms [2022-03-12 09:03:40 main:574] : INFO : Epoch 1601 | loss: 0.0310296 | val_loss: 0.0312787 | Time: 3247.19 ms [2022-03-12 09:03:43 main:574] : INFO : Epoch 1602 | loss: 0.0310359 | val_loss: 0.0312864 | Time: 3310.52 ms [2022-03-12 09:03:46 main:574] : INFO : Epoch 1603 | loss: 0.0310388 | val_loss: 0.0312894 | Time: 3292.68 ms [2022-03-12 09:03:50 main:574] : INFO : Epoch 1604 | loss: 0.0310343 | val_loss: 0.0312822 | Time: 3216.69 ms [2022-03-12 09:03:53 main:574] : INFO : Epoch 1605 | loss: 0.0310366 | val_loss: 0.0313059 | Time: 3255.92 ms [2022-03-12 09:03:56 main:574] : INFO : Epoch 1606 | loss: 0.0310364 | val_loss: 0.031299 | Time: 3308.77 ms [2022-03-12 09:03:59 main:574] : INFO : Epoch 1607 | loss: 0.0310336 | val_loss: 0.0313212 | Time: 3285.6 ms [2022-03-12 09:04:03 main:574] : INFO : Epoch 1608 | loss: 0.0310471 | val_loss: 0.031304 | Time: 3266.43 ms [2022-03-12 09:04:06 main:574] : INFO : Epoch 1609 | loss: 0.0310356 | val_loss: 0.0312955 | Time: 3283.97 ms [2022-03-12 09:04:09 main:574] : INFO : Epoch 1610 | loss: 0.0310301 | val_loss: 0.0312841 | Time: 3298.74 ms [2022-03-12 09:04:13 main:574] : INFO : Epoch 1611 | loss: 0.0310198 | val_loss: 0.0312965 | Time: 3266.93 ms [2022-03-12 09:04:16 main:574] : INFO : Epoch 1612 | loss: 0.0310273 | val_loss: 0.0312709 | Time: 3230.96 ms [2022-03-12 09:04:19 main:574] : INFO : Epoch 1613 | loss: 0.0310331 | val_loss: 0.031279 | Time: 3269.48 ms [2022-03-12 09:04:22 main:574] : INFO : Epoch 1614 | loss: 0.0310308 | val_loss: 0.0312733 | Time: 3260.14 ms [2022-03-12 09:04:26 main:574] : INFO : Epoch 1615 | loss: 0.0310363 | val_loss: 0.0312897 | Time: 3317.33 ms [2022-03-12 09:04:29 main:574] : INFO : Epoch 1616 | loss: 0.031043 | val_loss: 0.0312681 | Time: 3316.43 ms [2022-03-12 09:04:32 main:574] : INFO : Epoch 1617 | loss: 0.0310361 | val_loss: 0.031265 | Time: 3366.83 ms [2022-03-12 09:04:36 main:574] : INFO : Epoch 1618 | loss: 0.0310308 | val_loss: 0.031279 | Time: 3253.59 ms [2022-03-12 09:04:39 main:574] : INFO : Epoch 1619 | loss: 0.0310342 | val_loss: 0.0312889 | Time: 3242.59 ms [2022-03-12 09:04:42 main:574] : INFO : Epoch 1620 | loss: 0.0310427 | val_loss: 0.031286 | Time: 3265.21 ms [2022-03-12 09:04:45 main:574] : INFO : Epoch 1621 | loss: 0.0310456 | val_loss: 0.0312773 | Time: 3235.73 ms [2022-03-12 09:04:49 main:574] : INFO : Epoch 1622 | loss: 0.0310395 | val_loss: 0.0312869 | Time: 3305.37 ms [2022-03-12 09:04:52 main:574] : INFO : Epoch 1623 | loss: 0.0310292 | val_loss: 0.0312919 | Time: 3272.38 ms [2022-03-12 09:04:55 main:574] : INFO : Epoch 1624 | loss: 0.0310334 | val_loss: 0.0312679 | Time: 3260.18 ms [2022-03-12 09:04:59 main:574] : INFO : Epoch 1625 | loss: 0.0310333 | val_loss: 0.0312862 | Time: 3310.54 ms [2022-03-12 09:05:02 main:574] : INFO : Epoch 1626 | loss: 0.0310399 | val_loss: 0.0312771 | Time: 3254.73 ms [2022-03-12 09:05:05 main:574] : INFO : Epoch 1627 | loss: 0.0310342 | val_loss: 0.0312769 | Time: 3274.8 ms [2022-03-12 09:05:08 main:574] : INFO : Epoch 1628 | loss: 0.0310363 | val_loss: 0.0312998 | Time: 3302.72 ms [2022-03-12 09:05:12 main:574] : INFO : Epoch 1629 | loss: 0.0310467 | val_loss: 0.0313016 | Time: 3286.74 ms [2022-03-12 09:05:15 main:574] : INFO : Epoch 1630 | loss: 0.0310425 | val_loss: 0.0312978 | Time: 3307.84 ms [2022-03-12 09:05:18 main:574] : INFO : Epoch 1631 | loss: 0.0310512 | val_loss: 0.0312818 | Time: 3293.78 ms [2022-03-12 09:05:22 main:574] : INFO : Epoch 1632 | loss: 0.0310476 | val_loss: 0.0312744 | Time: 3255.49 ms [2022-03-12 09:05:25 main:574] : INFO : Epoch 1633 | loss: 0.0310352 | val_loss: 0.0312837 | Time: 3243.6 ms [2022-03-12 09:05:28 main:574] : INFO : Epoch 1634 | loss: 0.0310324 | val_loss: 0.0312715 | Time: 3305.81 ms [2022-03-12 09:05:31 main:574] : INFO : Epoch 1635 | loss: 0.0310405 | val_loss: 0.0312779 | Time: 3253.38 ms [2022-03-12 09:05:35 main:574] : INFO : Epoch 1636 | loss: 0.0310331 | val_loss: 0.0312814 | Time: 3239.32 ms [2022-03-12 09:05:38 main:574] : INFO : Epoch 1637 | loss: 0.0310332 | val_loss: 0.0313192 | Time: 3285.4 ms [2022-03-12 09:05:41 main:574] : INFO : Epoch 1638 | loss: 0.0310305 | val_loss: 0.0313145 | Time: 3237.28 ms [2022-03-12 09:05:44 main:574] : INFO : Epoch 1639 | loss: 0.0310314 | val_loss: 0.0312724 | Time: 3281.03 ms [2022-03-12 09:05:48 main:574] : INFO : Epoch 1640 | loss: 0.0310312 | val_loss: 0.03129 | Time: 3295.54 ms [2022-03-12 09:05:51 main:574] : INFO : Epoch 1641 | loss: 0.0310341 | val_loss: 0.0312846 | Time: 3287.6 ms [2022-03-12 09:05:54 main:574] : INFO : Epoch 1642 | loss: 0.0310447 | val_loss: 0.0312981 | Time: 3289.12 ms [2022-03-12 09:05:58 main:574] : INFO : Epoch 1643 | loss: 0.0310348 | val_loss: 0.0312758 | Time: 3293.75 ms [2022-03-12 09:06:01 main:574] : INFO : Epoch 1644 | loss: 0.0310282 | val_loss: 0.0312703 | Time: 3324.78 ms [2022-03-12 09:06:04 main:574] : INFO : Epoch 1645 | loss: 0.0310283 | val_loss: 0.0312742 | Time: 3283.62 ms [2022-03-12 09:06:08 main:574] : INFO : Epoch 1646 | loss: 0.0310358 | val_loss: 0.031319 | Time: 3293.37 ms [2022-03-12 09:06:11 main:574] : INFO : Epoch 1647 | loss: 0.0310315 | val_loss: 0.0312657 | Time: 3294.02 ms [2022-03-12 09:06:14 main:574] : INFO : Epoch 1648 | loss: 0.0310315 | val_loss: 0.0312969 | Time: 3333.38 ms [2022-03-12 09:06:17 main:574] : INFO : Epoch 1649 | loss: 0.0310312 | val_loss: 0.0312922 | Time: 3318.37 ms [2022-03-12 09:06:21 main:574] : INFO : Epoch 1650 | loss: 0.0310262 | val_loss: 0.0313291 | Time: 3333.96 ms [2022-03-12 09:06:24 main:574] : INFO : Epoch 1651 | loss: 0.0310315 | val_loss: 0.0312986 | Time: 3314.37 ms [2022-03-12 09:06:27 main:574] : INFO : Epoch 1652 | loss: 0.031033 | val_loss: 0.0313199 | Time: 3252.69 ms [2022-03-12 09:06:31 main:574] : INFO : Epoch 1653 | loss: 0.0310244 | val_loss: 0.0313125 | Time: 3239 ms [2022-03-12 09:06:34 main:574] : INFO : Epoch 1654 | loss: 0.031022 | val_loss: 0.0313007 | Time: 3255.31 ms [2022-03-12 09:06:37 main:574] : INFO : Epoch 1655 | loss: 0.0310233 | val_loss: 0.0312922 | Time: 3277.65 ms [2022-03-12 09:06:40 main:574] : INFO : Epoch 1656 | loss: 0.0310335 | val_loss: 0.0312969 | Time: 3241.59 ms [2022-03-12 09:06:44 main:574] : INFO : Epoch 1657 | loss: 0.0310308 | val_loss: 0.0313125 | Time: 3271.14 ms [2022-03-12 09:06:47 main:574] : INFO : Epoch 1658 | loss: 0.0310397 | val_loss: 0.0312944 | Time: 3265.13 ms [2022-03-12 09:06:50 main:574] : INFO : Epoch 1659 | loss: 0.0310321 | val_loss: 0.0312811 | Time: 3257.55 ms [2022-03-12 09:06:54 main:574] : INFO : Epoch 1660 | loss: 0.0310368 | val_loss: 0.0312918 | Time: 3282.34 ms [2022-03-12 09:06:57 main:574] : INFO : Epoch 1661 | loss: 0.0310312 | val_loss: 0.0313126 | Time: 3301.52 ms [2022-03-12 09:07:00 main:574] : INFO : Epoch 1662 | loss: 0.0310321 | val_loss: 0.0313 | Time: 3255.43 ms [2022-03-12 09:07:03 main:574] : INFO : Epoch 1663 | loss: 0.0310335 | val_loss: 0.0313071 | Time: 3303.39 ms [2022-03-12 09:07:07 main:574] : INFO : Epoch 1664 | loss: 0.0310322 | val_loss: 0.0312842 | Time: 3260.69 ms [2022-03-12 09:07:10 main:574] : INFO : Epoch 1665 | loss: 0.0310331 | val_loss: 0.0312946 | Time: 3280.78 ms [2022-03-12 09:07:13 main:574] : INFO : Epoch 1666 | loss: 0.0310344 | val_loss: 0.0312717 | Time: 3310.87 ms [2022-03-12 09:07:17 main:574] : INFO : Epoch 1667 | loss: 0.0310336 | val_loss: 0.031276 | Time: 3256.42 ms [2022-03-12 09:07:20 main:574] : INFO : Epoch 1668 | loss: 0.0310401 | val_loss: 0.0312638 | Time: 3266.87 ms [2022-03-12 09:07:23 main:574] : INFO : Epoch 1669 | loss: 0.0310341 | val_loss: 0.031272 | Time: 3246.84 ms [2022-03-12 09:07:26 main:574] : INFO : Epoch 1670 | loss: 0.0310305 | val_loss: 0.0312612 | Time: 3280.15 ms [2022-03-12 09:07:30 main:574] : INFO : Epoch 1671 | loss: 0.0310325 | val_loss: 0.031297 | Time: 3270.24 ms [2022-03-12 09:07:33 main:574] : INFO : Epoch 1672 | loss: 0.0310255 | val_loss: 0.0312742 | Time: 3256.75 ms [2022-03-12 09:07:36 main:574] : INFO : Epoch 1673 | loss: 0.0310339 | val_loss: 0.0312791 | Time: 3319.92 ms [2022-03-12 09:07:39 main:574] : INFO : Epoch 1674 | loss: 0.0310337 | val_loss: 0.0312667 | Time: 3244.46 ms [2022-03-12 09:07:43 main:574] : INFO : Epoch 1675 | loss: 0.0310359 | val_loss: 0.0312825 | Time: 3274.98 ms [2022-03-12 09:07:46 main:574] : INFO : Epoch 1676 | loss: 0.0310331 | val_loss: 0.0313039 | Time: 3260.75 ms [2022-03-12 09:07:49 main:574] : INFO : Epoch 1677 | loss: 0.0310328 | val_loss: 0.0312644 | Time: 3295.92 ms [2022-03-12 09:07:53 main:574] : INFO : Epoch 1678 | loss: 0.0310314 | val_loss: 0.0312708 | Time: 3313.22 ms [2022-03-12 09:07:56 main:574] : INFO : Epoch 1679 | loss: 0.0310347 | val_loss: 0.0312591 | Time: 3256.03 ms [2022-03-12 09:07:59 main:574] : INFO : Epoch 1680 | loss: 0.0310356 | val_loss: 0.03129 | Time: 3256.32 ms [2022-03-12 09:08:02 main:574] : INFO : Epoch 1681 | loss: 0.0310234 | val_loss: 0.0313032 | Time: 3305.53 ms [2022-03-12 09:08:06 main:574] : INFO : Epoch 1682 | loss: 0.0310264 | val_loss: 0.0312799 | Time: 3316.2 ms [2022-03-12 09:08:09 main:574] : INFO : Epoch 1683 | loss: 0.0310327 | val_loss: 0.0312743 | Time: 3208 ms [2022-03-12 09:08:12 main:574] : INFO : Epoch 1684 | loss: 0.0310352 | val_loss: 0.0312948 | Time: 3296.71 ms [2022-03-12 09:08:16 main:574] : INFO : Epoch 1685 | loss: 0.0310331 | val_loss: 0.031292 | Time: 3286.28 ms [2022-03-12 09:08:19 main:574] : INFO : Epoch 1686 | loss: 0.0310333 | val_loss: 0.0312782 | Time: 3290.7 ms [2022-03-12 09:08:22 main:574] : INFO : Epoch 1687 | loss: 0.0310293 | val_loss: 0.0312754 | Time: 3294.02 ms [2022-03-12 09:08:25 main:574] : INFO : Epoch 1688 | loss: 0.0310314 | val_loss: 0.0312775 | Time: 3295.45 ms [2022-03-12 09:08:29 main:574] : INFO : Epoch 1689 | loss: 0.031035 | val_loss: 0.0312834 | Time: 3317.18 ms [2022-03-12 09:08:32 main:574] : INFO : Epoch 1690 | loss: 0.031029 | val_loss: 0.0312914 | Time: 3309.23 ms [2022-03-12 09:08:35 main:574] : INFO : Epoch 1691 | loss: 0.031069 | val_loss: 0.0312392 | Time: 3297.76 ms [2022-03-12 09:08:39 main:574] : INFO : Epoch 1692 | loss: 0.0310693 | val_loss: 0.0313005 | Time: 3279.94 ms [2022-03-12 09:08:42 main:574] : INFO : Epoch 1693 | loss: 0.0310502 | val_loss: 0.0312849 | Time: 3332.31 ms [2022-03-12 09:08:45 main:574] : INFO : Epoch 1694 | loss: 0.0310352 | val_loss: 0.0312689 | Time: 3276.86 ms [2022-03-12 09:08:49 main:574] : INFO : Epoch 1695 | loss: 0.0310302 | val_loss: 0.0312861 | Time: 3276.29 ms [2022-03-12 09:08:52 main:574] : INFO : Epoch 1696 | loss: 0.0310414 | val_loss: 0.0312482 | Time: 3250.29 ms [2022-03-12 09:08:55 main:574] : INFO : Epoch 1697 | loss: 0.0310763 | val_loss: 0.0312652 | Time: 3300.51 ms [2022-03-12 09:08:58 main:574] : INFO : Epoch 1698 | loss: 0.0310416 | val_loss: 0.031279 | Time: 3275.12 ms [2022-03-12 09:09:02 main:574] : INFO : Epoch 1699 | loss: 0.0310283 | val_loss: 0.0312983 | Time: 3256.9 ms [2022-03-12 09:09:05 main:574] : INFO : Epoch 1700 | loss: 0.0310326 | val_loss: 0.0312911 | Time: 3208.67 ms [2022-03-12 09:09:08 main:574] : INFO : Epoch 1701 | loss: 0.0310263 | val_loss: 0.0313094 | Time: 3283.28 ms [2022-03-12 09:09:11 main:574] : INFO : Epoch 1702 | loss: 0.0310271 | val_loss: 0.0312966 | Time: 3275.49 ms [2022-03-12 09:09:15 main:574] : INFO : Epoch 1703 | loss: 0.0310274 | val_loss: 0.0312664 | Time: 3242.02 ms [2022-03-12 09:09:18 main:574] : INFO : Epoch 1704 | loss: 0.0310274 | val_loss: 0.0312835 | Time: 3276.57 ms [2022-03-12 09:09:21 main:574] : INFO : Epoch 1705 | loss: 0.0310233 | val_loss: 0.0312725 | Time: 3300.04 ms [2022-03-12 09:09:25 main:574] : INFO : Epoch 1706 | loss: 0.0310252 | val_loss: 0.0313008 | Time: 3336.81 ms [2022-03-12 09:09:28 main:574] : INFO : Epoch 1707 | loss: 0.0310266 | val_loss: 0.0312709 | Time: 3323.62 ms [2022-03-12 09:09:31 main:574] : INFO : Epoch 1708 | loss: 0.0310346 | val_loss: 0.0312878 | Time: 3292.11 ms [2022-03-12 09:09:35 main:574] : INFO : Epoch 1709 | loss: 0.0310322 | val_loss: 0.031275 | Time: 3282.63 ms [2022-03-12 09:09:38 main:574] : INFO : Epoch 1710 | loss: 0.0310276 | val_loss: 0.0312842 | Time: 3320.44 ms [2022-03-12 09:09:41 main:574] : INFO : Epoch 1711 | loss: 0.0310274 | val_loss: 0.0312758 | Time: 3230.43 ms [2022-03-12 09:09:44 main:574] : INFO : Epoch 1712 | loss: 0.0310172 | val_loss: 0.0312904 | Time: 3240.99 ms [2022-03-12 09:09:48 main:574] : INFO : Epoch 1713 | loss: 0.0310186 | val_loss: 0.0312881 | Time: 3252.83 ms [2022-03-12 09:09:51 main:574] : INFO : Epoch 1714 | loss: 0.0310248 | val_loss: 0.031307 | Time: 3254.35 ms [2022-03-12 09:09:54 main:574] : INFO : Epoch 1715 | loss: 0.0310259 | val_loss: 0.0312893 | Time: 3248.09 ms [2022-03-12 09:09:57 main:574] : INFO : Epoch 1716 | loss: 0.0310257 | val_loss: 0.0312974 | Time: 3250.84 ms [2022-03-12 09:10:01 main:574] : INFO : Epoch 1717 | loss: 0.0310225 | val_loss: 0.0313019 | Time: 3319.47 ms [2022-03-12 09:10:04 main:574] : INFO : Epoch 1718 | loss: 0.0310318 | val_loss: 0.0312727 | Time: 3335.68 ms [2022-03-12 09:10:07 main:574] : INFO : Epoch 1719 | loss: 0.0310408 | val_loss: 0.031265 | Time: 3269.7 ms [2022-03-12 09:10:11 main:574] : INFO : Epoch 1720 | loss: 0.0310292 | val_loss: 0.031292 | Time: 3268.35 ms [2022-03-12 09:10:14 main:574] : INFO : Epoch 1721 | loss: 0.0310281 | val_loss: 0.0312923 | Time: 3229.42 ms [2022-03-12 09:10:17 main:574] : INFO : Epoch 1722 | loss: 0.0310277 | val_loss: 0.0312769 | Time: 3267.27 ms [2022-03-12 09:10:20 main:574] : INFO : Epoch 1723 | loss: 0.0310301 | val_loss: 0.0312789 | Time: 3309.47 ms [2022-03-12 09:10:24 main:574] : INFO : Epoch 1724 | loss: 0.0310271 | val_loss: 0.0313173 | Time: 3291.11 ms [2022-03-12 09:10:27 main:574] : INFO : Epoch 1725 | loss: 0.0310275 | val_loss: 0.0312984 | Time: 3330.59 ms [2022-03-12 09:10:30 main:574] : INFO : Epoch 1726 | loss: 0.0310243 | val_loss: 0.0312707 | Time: 3315.36 ms [2022-03-12 09:10:34 main:574] : INFO : Epoch 1727 | loss: 0.0310332 | val_loss: 0.0312523 | Time: 3266.98 ms [2022-03-12 09:10:37 main:574] : INFO : Epoch 1728 | loss: 0.0310339 | val_loss: 0.0312602 | Time: 3303.91 ms [2022-03-12 09:10:40 main:574] : INFO : Epoch 1729 | loss: 0.0310309 | val_loss: 0.0312821 | Time: 3313.38 ms [2022-03-12 09:10:43 main:574] : INFO : Epoch 1730 | loss: 0.03104 | val_loss: 0.0312514 | Time: 3299.21 ms [2022-03-12 09:10:47 main:574] : INFO : Epoch 1731 | loss: 0.0310401 | val_loss: 0.031301 | Time: 3280.69 ms [2022-03-12 09:10:50 main:574] : INFO : Epoch 1732 | loss: 0.0310294 | val_loss: 0.031291 | Time: 3288.66 ms [2022-03-12 09:10:53 main:574] : INFO : Epoch 1733 | loss: 0.03102 | val_loss: 0.0313063 | Time: 3230.75 ms [2022-03-12 09:10:57 main:574] : INFO : Epoch 1734 | loss: 0.0310266 | val_loss: 0.0312891 | Time: 3303.94 ms [2022-03-12 09:11:00 main:574] : INFO : Epoch 1735 | loss: 0.0310329 | val_loss: 0.0312862 | Time: 3237.94 ms [2022-03-12 09:11:03 main:574] : INFO : Epoch 1736 | loss: 0.0310286 | val_loss: 0.0312908 | Time: 3284.8 ms [2022-03-12 09:11:06 main:574] : INFO : Epoch 1737 | loss: 0.0310255 | val_loss: 0.0312962 | Time: 3300.43 ms [2022-03-12 09:11:10 main:574] : INFO : Epoch 1738 | loss: 0.0310248 | val_loss: 0.0312999 | Time: 3277.66 ms [2022-03-12 09:11:13 main:574] : INFO : Epoch 1739 | loss: 0.0310224 | val_loss: 0.0313012 | Time: 3280.58 ms [2022-03-12 09:11:16 main:574] : INFO : Epoch 1740 | loss: 0.0310317 | val_loss: 0.0312752 | Time: 3248.23 ms [2022-03-12 09:11:20 main:574] : INFO : Epoch 1741 | loss: 0.0310289 | val_loss: 0.0312686 | Time: 3253.58 ms [2022-03-12 09:11:23 main:574] : INFO : Epoch 1742 | loss: 0.0310311 | val_loss: 0.0312801 | Time: 3248.8 ms [2022-03-12 09:11:26 main:574] : INFO : Epoch 1743 | loss: 0.0310284 | val_loss: 0.031271 | Time: 3267.76 ms [2022-03-12 09:11:29 main:574] : INFO : Epoch 1744 | loss: 0.031033 | val_loss: 0.0312724 | Time: 3258.72 ms [2022-03-12 09:11:33 main:574] : INFO : Epoch 1745 | loss: 0.0310268 | val_loss: 0.0313052 | Time: 3234.46 ms [2022-03-12 09:11:36 main:574] : INFO : Epoch 1746 | loss: 0.0310192 | val_loss: 0.0312779 | Time: 3266.94 ms [2022-03-12 09:11:39 main:574] : INFO : Epoch 1747 | loss: 0.031034 | val_loss: 0.0312997 | Time: 3271.1 ms [2022-03-12 09:11:42 main:574] : INFO : Epoch 1748 | loss: 0.0310288 | val_loss: 0.0312697 | Time: 3301.44 ms [2022-03-12 09:11:46 main:574] : INFO : Epoch 1749 | loss: 0.0310352 | val_loss: 0.0312577 | Time: 3313.95 ms [2022-03-12 09:11:49 main:574] : INFO : Epoch 1750 | loss: 0.0310329 | val_loss: 0.0312738 | Time: 3286.76 ms [2022-03-12 09:11:52 main:574] : INFO : Epoch 1751 | loss: 0.0310312 | val_loss: 0.0312973 | Time: 3306.77 ms [2022-03-12 09:11:56 main:574] : INFO : Epoch 1752 | loss: 0.0310404 | val_loss: 0.031303 | Time: 3270.38 ms [2022-03-12 09:11:59 main:574] : INFO : Epoch 1753 | loss: 0.0310272 | val_loss: 0.031294 | Time: 3305.2 ms [2022-03-12 09:12:02 main:574] : INFO : Epoch 1754 | loss: 0.0310234 | val_loss: 0.0312986 | Time: 3253.97 ms [2022-03-12 09:12:05 main:574] : INFO : Epoch 1755 | loss: 0.0310242 | val_loss: 0.0313079 | Time: 3250.44 ms [2022-03-12 09:12:09 main:574] : INFO : Epoch 1756 | loss: 0.0310272 | val_loss: 0.0312789 | Time: 3220.24 ms [2022-03-12 09:12:12 main:574] : INFO : Epoch 1757 | loss: 0.03103 | val_loss: 0.0312952 | Time: 3259.58 ms [2022-03-12 09:12:15 main:574] : INFO : Epoch 1758 | loss: 0.0310297 | val_loss: 0.0312913 | Time: 3349.05 ms [2022-03-12 09:12:19 main:574] : INFO : Epoch 1759 | loss: 0.0310621 | val_loss: 0.0312781 | Time: 3264.63 ms [2022-03-12 09:12:22 main:574] : INFO : Epoch 1760 | loss: 0.031044 | val_loss: 0.0312938 | Time: 3324.92 ms [2022-03-12 09:12:25 main:574] : INFO : Epoch 1761 | loss: 0.0310279 | val_loss: 0.0312858 | Time: 3254.43 ms [2022-03-12 09:12:28 main:574] : INFO : Epoch 1762 | loss: 0.0310286 | val_loss: 0.03128 | Time: 3277.36 ms [2022-03-12 09:12:32 main:574] : INFO : Epoch 1763 | loss: 0.0310269 | val_loss: 0.0312827 | Time: 3279 ms [2022-03-12 09:12:35 main:574] : INFO : Epoch 1764 | loss: 0.031028 | val_loss: 0.031271 | Time: 3262.95 ms [2022-03-12 09:12:38 main:574] : INFO : Epoch 1765 | loss: 0.0310314 | val_loss: 0.0312802 | Time: 3280.91 ms [2022-03-12 09:12:42 main:574] : INFO : Epoch 1766 | loss: 0.0310249 | val_loss: 0.0312947 | Time: 3282.52 ms [2022-03-12 09:12:45 main:574] : INFO : Epoch 1767 | loss: 0.0310217 | val_loss: 0.0312948 | Time: 3255.89 ms [2022-03-12 09:12:48 main:574] : INFO : Epoch 1768 | loss: 0.0310175 | val_loss: 0.031316 | Time: 3255.66 ms [2022-03-12 09:12:51 main:574] : INFO : Epoch 1769 | loss: 0.0310284 | val_loss: 0.0312697 | Time: 3329.31 ms [2022-03-12 09:12:55 main:574] : INFO : Epoch 1770 | loss: 0.0310234 | val_loss: 0.0312623 | Time: 3256.37 ms [2022-03-12 09:12:58 main:574] : INFO : Epoch 1771 | loss: 0.0310342 | val_loss: 0.0312829 | Time: 3262.19 ms [2022-03-12 09:13:01 main:574] : INFO : Epoch 1772 | loss: 0.0310273 | val_loss: 0.0312838 | Time: 3333.98 ms [2022-03-12 09:13:04 main:574] : INFO : Epoch 1773 | loss: 0.0310242 | val_loss: 0.0312888 | Time: 3271.53 ms [2022-03-12 09:13:08 main:574] : INFO : Epoch 1774 | loss: 0.0310253 | val_loss: 0.0313014 | Time: 3295.4 ms [2022-03-12 09:13:11 main:574] : INFO : Epoch 1775 | loss: 0.0310238 | val_loss: 0.0312869 | Time: 3284.42 ms [2022-03-12 09:13:14 main:574] : INFO : Epoch 1776 | loss: 0.0310208 | val_loss: 0.0312891 | Time: 3265 ms [2022-03-12 09:13:18 main:574] : INFO : Epoch 1777 | loss: 0.0310239 | val_loss: 0.0312999 | Time: 3299.33 ms [2022-03-12 09:13:21 main:574] : INFO : Epoch 1778 | loss: 0.031024 | val_loss: 0.031298 | Time: 3261.25 ms [2022-03-12 09:13:24 main:574] : INFO : Epoch 1779 | loss: 0.0310273 | val_loss: 0.0313082 | Time: 3261.14 ms [2022-03-12 09:13:27 main:574] : INFO : Epoch 1780 | loss: 0.0310185 | val_loss: 0.0312664 | Time: 3246.78 ms [2022-03-12 09:13:31 main:574] : INFO : Epoch 1781 | loss: 0.0310286 | val_loss: 0.0312566 | Time: 3252.2 ms [2022-03-12 09:13:34 main:574] : INFO : Epoch 1782 | loss: 0.0310337 | val_loss: 0.0312821 | Time: 3265.41 ms [2022-03-12 09:13:37 main:574] : INFO : Epoch 1783 | loss: 0.0310262 | val_loss: 0.0312924 | Time: 3235.05 ms [2022-03-12 09:13:40 main:574] : INFO : Epoch 1784 | loss: 0.0310293 | val_loss: 0.0312934 | Time: 3249.9 ms [2022-03-12 09:13:44 main:574] : INFO : Epoch 1785 | loss: 0.0310201 | val_loss: 0.031279 | Time: 3281.78 ms [2022-03-12 09:13:47 main:574] : INFO : Epoch 1786 | loss: 0.0310261 | val_loss: 0.031295 | Time: 3289.66 ms [2022-03-12 09:13:50 main:574] : INFO : Epoch 1787 | loss: 0.0310221 | val_loss: 0.0313108 | Time: 3306.88 ms [2022-03-12 09:13:54 main:574] : INFO : Epoch 1788 | loss: 0.0310223 | val_loss: 0.0312912 | Time: 3322.81 ms [2022-03-12 09:13:57 main:574] : INFO : Epoch 1789 | loss: 0.0310272 | val_loss: 0.0312903 | Time: 3258.26 ms [2022-03-12 09:14:00 main:574] : INFO : Epoch 1790 | loss: 0.0310306 | val_loss: 0.0312922 | Time: 3232.93 ms [2022-03-12 09:14:03 main:574] : INFO : Epoch 1791 | loss: 0.0310211 | val_loss: 0.0312908 | Time: 3264.39 ms [2022-03-12 09:14:07 main:574] : INFO : Epoch 1792 | loss: 0.0310256 | val_loss: 0.0312671 | Time: 3277.69 ms [2022-03-12 09:14:10 main:574] : INFO : Epoch 1793 | loss: 0.0310331 | val_loss: 0.031296 | Time: 3245.28 ms [2022-03-12 09:14:13 main:574] : INFO : Epoch 1794 | loss: 0.0310222 | val_loss: 0.0313216 | Time: 3276.01 ms [2022-03-12 09:14:17 main:574] : INFO : Epoch 1795 | loss: 0.0310241 | val_loss: 0.0313 | Time: 3279.74 ms [2022-03-12 09:14:20 main:574] : INFO : Epoch 1796 | loss: 0.0310265 | val_loss: 0.0313106 | Time: 3271.39 ms [2022-03-12 09:14:23 main:574] : INFO : Epoch 1797 | loss: 0.0310251 | val_loss: 0.0312938 | Time: 3312.99 ms [2022-03-12 09:14:26 main:574] : INFO : Epoch 1798 | loss: 0.0310197 | val_loss: 0.0312943 | Time: 3246.97 ms [2022-03-12 09:14:30 main:574] : INFO : Epoch 1799 | loss: 0.0310161 | val_loss: 0.0312989 | Time: 3309.49 ms [2022-03-12 09:14:33 main:574] : INFO : Epoch 1800 | loss: 0.0310205 | val_loss: 0.0312571 | Time: 3278.81 ms [2022-03-12 09:14:36 main:574] : INFO : Epoch 1801 | loss: 0.0310296 | val_loss: 0.0312878 | Time: 3306.14 ms [2022-03-12 09:14:40 main:574] : INFO : Epoch 1802 | loss: 0.0310246 | val_loss: 0.0312984 | Time: 3299.57 ms [2022-03-12 09:14:43 main:574] : INFO : Epoch 1803 | loss: 0.0310273 | val_loss: 0.031295 | Time: 3289.58 ms [2022-03-12 09:14:46 main:574] : INFO : Epoch 1804 | loss: 0.0310287 | val_loss: 0.0312684 | Time: 3264.55 ms [2022-03-12 09:14:49 main:574] : INFO : Epoch 1805 | loss: 0.0310316 | val_loss: 0.0313006 | Time: 3225.16 ms [2022-03-12 09:14:53 main:574] : INFO : Epoch 1806 | loss: 0.0310166 | val_loss: 0.031304 | Time: 3315.55 ms [2022-03-12 09:14:56 main:574] : INFO : Epoch 1807 | loss: 0.0310203 | val_loss: 0.0312753 | Time: 3302.82 ms [2022-03-12 09:14:59 main:574] : INFO : Epoch 1808 | loss: 0.0310214 | val_loss: 0.0313008 | Time: 3299.41 ms [2022-03-12 09:15:03 main:574] : INFO : Epoch 1809 | loss: 0.031025 | val_loss: 0.0312985 | Time: 3234.92 ms [2022-03-12 09:15:06 main:574] : INFO : Epoch 1810 | loss: 0.0310186 | val_loss: 0.0312823 | Time: 3300.99 ms [2022-03-12 09:15:09 main:574] : INFO : Epoch 1811 | loss: 0.0310212 | val_loss: 0.0313001 | Time: 3303.14 ms [2022-03-12 09:15:12 main:574] : INFO : Epoch 1812 | loss: 0.031021 | val_loss: 0.0312874 | Time: 3260.97 ms [2022-03-12 09:15:16 main:574] : INFO : Epoch 1813 | loss: 0.0310497 | val_loss: 0.0312578 | Time: 3289.3 ms [2022-03-12 09:15:19 main:574] : INFO : Epoch 1814 | loss: 0.0310272 | val_loss: 0.0312899 | Time: 3257.37 ms [2022-03-12 09:15:22 main:574] : INFO : Epoch 1815 | loss: 0.0310206 | val_loss: 0.0312945 | Time: 3261.48 ms [2022-03-12 09:15:26 main:574] : INFO : Epoch 1816 | loss: 0.031028 | val_loss: 0.0313001 | Time: 3303.17 ms [2022-03-12 09:15:29 main:574] : INFO : Epoch 1817 | loss: 0.0310233 | val_loss: 0.0312791 | Time: 3297.7 ms [2022-03-12 09:15:32 main:574] : INFO : Epoch 1818 | loss: 0.0310605 | val_loss: 0.0312804 | Time: 3298.86 ms [2022-03-12 09:15:35 main:574] : INFO : Epoch 1819 | loss: 0.0310429 | val_loss: 0.0312886 | Time: 3261.03 ms [2022-03-12 09:15:39 main:574] : INFO : Epoch 1820 | loss: 0.0310292 | val_loss: 0.0312882 | Time: 3300.9 ms [2022-03-12 09:15:42 main:574] : INFO : Epoch 1821 | loss: 0.0310277 | val_loss: 0.0312645 | Time: 3235.62 ms [2022-03-12 09:15:45 main:574] : INFO : Epoch 1822 | loss: 0.0310191 | val_loss: 0.0312561 | Time: 3268.12 ms [2022-03-12 09:15:49 main:574] : INFO : Epoch 1823 | loss: 0.0310256 | val_loss: 0.0312905 | Time: 3294.47 ms [2022-03-12 09:15:52 main:574] : INFO : Epoch 1824 | loss: 0.0310224 | val_loss: 0.0313018 | Time: 3301.78 ms [2022-03-12 09:15:55 main:574] : INFO : Epoch 1825 | loss: 0.0310216 | val_loss: 0.0312641 | Time: 3273.9 ms [2022-03-12 09:15:58 main:574] : INFO : Epoch 1826 | loss: 0.0310251 | val_loss: 0.0313026 | Time: 3283.48 ms [2022-03-12 09:16:02 main:574] : INFO : Epoch 1827 | loss: 0.0310272 | val_loss: 0.0312909 | Time: 3255.34 ms [2022-03-12 09:16:05 main:574] : INFO : Epoch 1828 | loss: 0.0310167 | val_loss: 0.0312787 | Time: 3273.19 ms [2022-03-12 09:16:08 main:574] : INFO : Epoch 1829 | loss: 0.0310174 | val_loss: 0.0312988 | Time: 3265.4 ms [2022-03-12 09:16:11 main:574] : INFO : Epoch 1830 | loss: 0.0310164 | val_loss: 0.0312904 | Time: 3264.93 ms [2022-03-12 09:16:15 main:574] : INFO : Epoch 1831 | loss: 0.0310141 | val_loss: 0.0312753 | Time: 3299.26 ms [2022-03-12 09:16:18 main:574] : INFO : Epoch 1832 | loss: 0.0310262 | val_loss: 0.0312881 | Time: 3376.47 ms [2022-03-12 09:16:21 main:574] : INFO : Epoch 1833 | loss: 0.0310237 | val_loss: 0.0312937 | Time: 3291.54 ms [2022-03-12 09:16:25 main:574] : INFO : Epoch 1834 | loss: 0.0310179 | val_loss: 0.0312993 | Time: 3287.38 ms [2022-03-12 09:16:28 main:574] : INFO : Epoch 1835 | loss: 0.0310217 | val_loss: 0.0312919 | Time: 3254.84 ms [2022-03-12 09:16:31 main:574] : INFO : Epoch 1836 | loss: 0.0310251 | val_loss: 0.0312685 | Time: 3254 ms [2022-03-12 09:16:35 main:574] : INFO : Epoch 1837 | loss: 0.0310277 | val_loss: 0.0313068 | Time: 3303.11 ms [2022-03-12 09:16:38 main:574] : INFO : Epoch 1838 | loss: 0.0310217 | val_loss: 0.0313199 | Time: 3279.04 ms [2022-03-12 09:16:41 main:574] : INFO : Epoch 1839 | loss: 0.0310245 | val_loss: 0.0313099 | Time: 3318.95 ms [2022-03-12 09:16:44 main:574] : INFO : Epoch 1840 | loss: 0.0310199 | val_loss: 0.0312889 | Time: 3261.67 ms [2022-03-12 09:16:48 main:574] : INFO : Epoch 1841 | loss: 0.0310306 | val_loss: 0.031283 | Time: 3266.64 ms [2022-03-12 09:16:51 main:574] : INFO : Epoch 1842 | loss: 0.0310232 | val_loss: 0.0312932 | Time: 3269.44 ms [2022-03-12 09:16:54 main:574] : INFO : Epoch 1843 | loss: 0.0310235 | val_loss: 0.0312914 | Time: 3258.42 ms [2022-03-12 09:16:58 main:574] : INFO : Epoch 1844 | loss: 0.0310207 | val_loss: 0.0312954 | Time: 3318.76 ms [2022-03-12 09:17:01 main:574] : INFO : Epoch 1845 | loss: 0.03102 | val_loss: 0.0313013 | Time: 3231.64 ms [2022-03-12 09:17:04 main:574] : INFO : Epoch 1846 | loss: 0.0310203 | val_loss: 0.031281 | Time: 3253.03 ms [2022-03-12 09:17:07 main:574] : INFO : Epoch 1847 | loss: 0.0310189 | val_loss: 0.0312884 | Time: 3290.27 ms [2022-03-12 09:17:11 main:574] : INFO : Epoch 1848 | loss: 0.0310269 | val_loss: 0.0312946 | Time: 3357.99 ms [2022-03-12 09:17:14 main:574] : INFO : Epoch 1849 | loss: 0.0310249 | val_loss: 0.0312857 | Time: 3358.02 ms [2022-03-12 09:17:17 main:574] : INFO : Epoch 1850 | loss: 0.0310235 | val_loss: 0.0313106 | Time: 3284.38 ms [2022-03-12 09:17:21 main:574] : INFO : Epoch 1851 | loss: 0.0310294 | val_loss: 0.0312717 | Time: 3299.34 ms [2022-03-12 09:17:24 main:574] : INFO : Epoch 1852 | loss: 0.0310285 | val_loss: 0.0312899 | Time: 3266.37 ms [2022-03-12 09:17:27 main:574] : INFO : Epoch 1853 | loss: 0.0310276 | val_loss: 0.0312992 | Time: 3312.64 ms [2022-03-12 09:17:31 main:574] : INFO : Epoch 1854 | loss: 0.0310173 | val_loss: 0.0312808 | Time: 3251.56 ms [2022-03-12 09:17:34 main:574] : INFO : Epoch 1855 | loss: 0.0310232 | val_loss: 0.0312667 | Time: 3265.02 ms [2022-03-12 09:17:37 main:574] : INFO : Epoch 1856 | loss: 0.0310332 | val_loss: 0.0313055 | Time: 3272.8 ms [2022-03-12 09:17:40 main:574] : INFO : Epoch 1857 | loss: 0.031029 | val_loss: 0.0312746 | Time: 3279.56 ms [2022-03-12 09:17:44 main:574] : INFO : Epoch 1858 | loss: 0.0310255 | val_loss: 0.0312868 | Time: 3289.56 ms [2022-03-12 09:17:47 main:574] : INFO : Epoch 1859 | loss: 0.0310224 | val_loss: 0.0312947 | Time: 3281.58 ms [2022-03-12 09:17:50 main:574] : INFO : Epoch 1860 | loss: 0.031025 | val_loss: 0.0312978 | Time: 3228.97 ms [2022-03-12 09:17:53 main:574] : INFO : Epoch 1861 | loss: 0.03102 | val_loss: 0.0313149 | Time: 3277.52 ms [2022-03-12 09:17:57 main:574] : INFO : Epoch 1862 | loss: 0.0310221 | val_loss: 0.0312952 | Time: 3226.01 ms [2022-03-12 09:18:00 main:574] : INFO : Epoch 1863 | loss: 0.0310197 | val_loss: 0.0313142 | Time: 3251.56 ms [2022-03-12 09:18:03 main:574] : INFO : Epoch 1864 | loss: 0.0310162 | val_loss: 0.0313068 | Time: 3293.67 ms [2022-03-12 09:18:07 main:574] : INFO : Epoch 1865 | loss: 0.0310146 | val_loss: 0.0313105 | Time: 3270.92 ms [2022-03-12 09:18:10 main:574] : INFO : Epoch 1866 | loss: 0.0310213 | val_loss: 0.0313073 | Time: 3276.57 ms [2022-03-12 09:18:13 main:574] : INFO : Epoch 1867 | loss: 0.0310223 | val_loss: 0.031277 | Time: 3259.96 ms [2022-03-12 09:18:16 main:574] : INFO : Epoch 1868 | loss: 0.0310316 | val_loss: 0.031273 | Time: 3282.79 ms [2022-03-12 09:18:20 main:574] : INFO : Epoch 1869 | loss: 0.0310349 | val_loss: 0.0312388 | Time: 3278.67 ms [2022-03-12 09:18:23 main:574] : INFO : Epoch 1870 | loss: 0.03103 | val_loss: 0.0312922 | Time: 3296.63 ms [2022-03-12 09:18:26 main:574] : INFO : Epoch 1871 | loss: 0.0310192 | val_loss: 0.0313091 | Time: 3237.67 ms [2022-03-12 09:18:29 main:574] : INFO : Epoch 1872 | loss: 0.0310253 | val_loss: 0.0312908 | Time: 3222.91 ms [2022-03-12 09:18:33 main:574] : INFO : Epoch 1873 | loss: 0.0310313 | val_loss: 0.0312867 | Time: 3281.33 ms [2022-03-12 09:18:36 main:574] : INFO : Epoch 1874 | loss: 0.031024 | val_loss: 0.0313165 | Time: 3324.64 ms [2022-03-12 09:18:39 main:574] : INFO : Epoch 1875 | loss: 0.0310208 | val_loss: 0.0312942 | Time: 3305.19 ms [2022-03-12 09:18:43 main:574] : INFO : Epoch 1876 | loss: 0.0310187 | val_loss: 0.0313217 | Time: 3226.67 ms [2022-03-12 09:18:46 main:574] : INFO : Epoch 1877 | loss: 0.0310261 | val_loss: 0.0312612 | Time: 3255.86 ms [2022-03-12 09:18:49 main:574] : INFO : Epoch 1878 | loss: 0.0310502 | val_loss: 0.0312457 | Time: 3280.87 ms [2022-03-12 09:18:52 main:574] : INFO : Epoch 1879 | loss: 0.0310362 | val_loss: 0.0312893 | Time: 3334.4 ms [2022-03-12 09:18:56 main:574] : INFO : Epoch 1880 | loss: 0.0310243 | val_loss: 0.0313098 | Time: 3251.42 ms [2022-03-12 09:18:59 main:574] : INFO : Epoch 1881 | loss: 0.0310224 | val_loss: 0.0312852 | Time: 3273.11 ms [2022-03-12 09:19:02 main:574] : INFO : Epoch 1882 | loss: 0.0310191 | val_loss: 0.0312869 | Time: 3418.94 ms [2022-03-12 09:19:06 main:574] : INFO : Epoch 1883 | loss: 0.0310177 | val_loss: 0.0312702 | Time: 3299.48 ms [2022-03-12 09:19:09 main:574] : INFO : Epoch 1884 | loss: 0.031016 | val_loss: 0.0312774 | Time: 3245.68 ms [2022-03-12 09:19:12 main:574] : INFO : Epoch 1885 | loss: 0.031019 | val_loss: 0.0312943 | Time: 3293.77 ms [2022-03-12 09:19:15 main:574] : INFO : Epoch 1886 | loss: 0.0310358 | val_loss: 0.0312794 | Time: 3265.45 ms [2022-03-12 09:19:19 main:574] : INFO : Epoch 1887 | loss: 0.0310286 | val_loss: 0.031286 | Time: 3309.75 ms [2022-03-12 09:19:22 main:574] : INFO : Epoch 1888 | loss: 0.03102 | val_loss: 0.0312759 | Time: 3268.35 ms [2022-03-12 09:19:25 main:574] : INFO : Epoch 1889 | loss: 0.0310199 | val_loss: 0.0312869 | Time: 3232.11 ms [2022-03-12 09:19:29 main:574] : INFO : Epoch 1890 | loss: 0.0310234 | val_loss: 0.0312819 | Time: 3276.75 ms [2022-03-12 09:19:32 main:574] : INFO : Epoch 1891 | loss: 0.0310265 | val_loss: 0.0313286 | Time: 3326.62 ms [2022-03-12 09:19:35 main:574] : INFO : Epoch 1892 | loss: 0.0310279 | val_loss: 0.0313066 | Time: 3200.39 ms [2022-03-12 09:19:38 main:574] : INFO : Epoch 1893 | loss: 0.0310226 | val_loss: 0.0312808 | Time: 3219.44 ms [2022-03-12 09:19:42 main:574] : INFO : Epoch 1894 | loss: 0.031015 | val_loss: 0.0313071 | Time: 3235.76 ms [2022-03-12 09:19:45 main:574] : INFO : Epoch 1895 | loss: 0.031018 | val_loss: 0.031288 | Time: 3288.31 ms [2022-03-12 09:19:48 main:574] : INFO : Epoch 1896 | loss: 0.031024 | val_loss: 0.0313003 | Time: 3283.75 ms [2022-03-12 09:19:51 main:574] : INFO : Epoch 1897 | loss: 0.031028 | val_loss: 0.0312879 | Time: 3309.6 ms [2022-03-12 09:19:55 main:574] : INFO : Epoch 1898 | loss: 0.0310261 | val_loss: 0.0312872 | Time: 3260.92 ms [2022-03-12 09:19:58 main:574] : INFO : Epoch 1899 | loss: 0.0310141 | val_loss: 0.0313054 | Time: 3238.97 ms [2022-03-12 09:20:01 main:574] : INFO : Epoch 1900 | loss: 0.031012 | val_loss: 0.0312948 | Time: 3261.43 ms [2022-03-12 09:20:05 main:574] : INFO : Epoch 1901 | loss: 0.0310195 | val_loss: 0.0312962 | Time: 3242.01 ms [2022-03-12 09:20:08 main:574] : INFO : Epoch 1902 | loss: 0.0310186 | val_loss: 0.0313048 | Time: 3262.58 ms [2022-03-12 09:20:11 main:574] : INFO : Epoch 1903 | loss: 0.0310305 | val_loss: 0.0312862 | Time: 3318.79 ms [2022-03-12 09:20:14 main:574] : INFO : Epoch 1904 | loss: 0.0310124 | val_loss: 0.0312981 | Time: 3213.68 ms [2022-03-12 09:20:18 main:574] : INFO : Epoch 1905 | loss: 0.0310075 | val_loss: 0.0313492 | Time: 3273.48 ms [2022-03-12 09:20:21 main:574] : INFO : Epoch 1906 | loss: 0.031016 | val_loss: 0.031279 | Time: 3233.21 ms [2022-03-12 09:20:24 main:574] : INFO : Epoch 1907 | loss: 0.0310195 | val_loss: 0.0313054 | Time: 3261.89 ms [2022-03-12 09:20:27 main:574] : INFO : Epoch 1908 | loss: 0.0310185 | val_loss: 0.0312965 | Time: 3250.89 ms [2022-03-12 09:20:31 main:574] : INFO : Epoch 1909 | loss: 0.0310216 | val_loss: 0.0312801 | Time: 3284.5 ms [2022-03-12 09:20:34 main:574] : INFO : Epoch 1910 | loss: 0.0310303 | val_loss: 0.0313076 | Time: 3237.78 ms [2022-03-12 09:20:37 main:574] : INFO : Epoch 1911 | loss: 0.0310541 | val_loss: 0.0312439 | Time: 3301.8 ms [2022-03-12 09:20:40 main:574] : INFO : Epoch 1912 | loss: 0.0310466 | val_loss: 0.0313102 | Time: 3225.96 ms [2022-03-12 09:20:44 main:574] : INFO : Epoch 1913 | loss: 0.0310236 | val_loss: 0.0313101 | Time: 3234.87 ms [2022-03-12 09:20:47 main:574] : INFO : Epoch 1914 | loss: 0.0310094 | val_loss: 0.0312934 | Time: 3243.03 ms [2022-03-12 09:20:50 main:574] : INFO : Epoch 1915 | loss: 0.0310172 | val_loss: 0.0313157 | Time: 3223.43 ms [2022-03-12 09:20:53 main:574] : INFO : Epoch 1916 | loss: 0.0310166 | val_loss: 0.031283 | Time: 3273.13 ms [2022-03-12 09:20:57 main:574] : INFO : Epoch 1917 | loss: 0.0310242 | val_loss: 0.0312787 | Time: 3264.83 ms [2022-03-12 09:21:00 main:574] : INFO : Epoch 1918 | loss: 0.0310182 | val_loss: 0.0313069 | Time: 3276.31 ms [2022-03-12 09:21:03 main:574] : INFO : Epoch 1919 | loss: 0.0310142 | val_loss: 0.0313113 | Time: 3297.51 ms [2022-03-12 09:21:07 main:574] : INFO : Epoch 1920 | loss: 0.0310122 | val_loss: 0.0312958 | Time: 3261.08 ms [2022-03-12 09:21:10 main:574] : INFO : Epoch 1921 | loss: 0.0310163 | val_loss: 0.0312867 | Time: 3275.62 ms [2022-03-12 09:21:13 main:574] : INFO : Epoch 1922 | loss: 0.0310118 | val_loss: 0.0312753 | Time: 3242.92 ms [2022-03-12 09:21:16 main:574] : INFO : Epoch 1923 | loss: 0.0310177 | val_loss: 0.0313029 | Time: 3260.99 ms [2022-03-12 09:21:20 main:574] : INFO : Epoch 1924 | loss: 0.0310199 | val_loss: 0.0312888 | Time: 3285.24 ms [2022-03-12 09:21:23 main:574] : INFO : Epoch 1925 | loss: 0.0310219 | val_loss: 0.0312991 | Time: 3235.34 ms [2022-03-12 09:21:26 main:574] : INFO : Epoch 1926 | loss: 0.0310098 | val_loss: 0.0312867 | Time: 3241.3 ms [2022-03-12 09:21:29 main:574] : INFO : Epoch 1927 | loss: 0.0310141 | val_loss: 0.031277 | Time: 3247.5 ms [2022-03-12 09:21:33 main:574] : INFO : Epoch 1928 | loss: 0.0310118 | val_loss: 0.0312981 | Time: 3271.14 ms [2022-03-12 09:21:36 main:574] : INFO : Epoch 1929 | loss: 0.0310139 | val_loss: 0.0312809 | Time: 3252.25 ms [2022-03-12 09:21:39 main:574] : INFO : Epoch 1930 | loss: 0.0310235 | val_loss: 0.0313173 | Time: 3216.58 ms [2022-03-12 09:21:42 main:574] : INFO : Epoch 1931 | loss: 0.0310203 | val_loss: 0.0312808 | Time: 3285.82 ms [2022-03-12 09:21:46 main:574] : INFO : Epoch 1932 | loss: 0.0310217 | val_loss: 0.0312866 | Time: 3254.12 ms [2022-03-12 09:21:49 main:574] : INFO : Epoch 1933 | loss: 0.0310206 | val_loss: 0.0312782 | Time: 3232.62 ms [2022-03-12 09:21:52 main:574] : INFO : Epoch 1934 | loss: 0.0310268 | val_loss: 0.0312826 | Time: 3263.96 ms [2022-03-12 09:21:55 main:574] : INFO : Epoch 1935 | loss: 0.0310333 | val_loss: 0.0312532 | Time: 3247.24 ms [2022-03-12 09:21:59 main:574] : INFO : Epoch 1936 | loss: 0.0310315 | val_loss: 0.0312865 | Time: 3252.02 ms [2022-03-12 09:22:02 main:574] : INFO : Epoch 1937 | loss: 0.0310204 | val_loss: 0.0312857 | Time: 3248.21 ms [2022-03-12 09:22:05 main:574] : INFO : Epoch 1938 | loss: 0.0310165 | val_loss: 0.0312825 | Time: 3229.87 ms [2022-03-12 09:22:08 main:574] : INFO : Epoch 1939 | loss: 0.0310102 | val_loss: 0.0313019 | Time: 3216.96 ms [2022-03-12 09:22:12 main:574] : INFO : Epoch 1940 | loss: 0.0310139 | val_loss: 0.0312868 | Time: 3236.22 ms [2022-03-12 09:22:15 main:574] : INFO : Epoch 1941 | loss: 0.0310172 | val_loss: 0.0312871 | Time: 3271.16 ms [2022-03-12 09:22:18 main:574] : INFO : Epoch 1942 | loss: 0.0310245 | val_loss: 0.0312793 | Time: 3223.55 ms [2022-03-12 09:22:21 main:574] : INFO : Epoch 1943 | loss: 0.0310196 | val_loss: 0.0312988 | Time: 3301.03 ms [2022-03-12 09:22:25 main:574] : INFO : Epoch 1944 | loss: 0.0310263 | val_loss: 0.0312553 | Time: 3298.19 ms [2022-03-12 09:22:28 main:574] : INFO : Epoch 1945 | loss: 0.0310559 | val_loss: 0.0312615 | Time: 3289.02 ms [2022-03-12 09:22:31 main:574] : INFO : Epoch 1946 | loss: 0.0310346 | val_loss: 0.0313211 | Time: 3241.84 ms [2022-03-12 09:22:34 main:574] : INFO : Epoch 1947 | loss: 0.0310216 | val_loss: 0.0313071 | Time: 3220.48 ms [2022-03-12 09:22:38 main:574] : INFO : Epoch 1948 | loss: 0.0310128 | val_loss: 0.0312867 | Time: 3246.54 ms [2022-03-12 09:22:41 main:574] : INFO : Epoch 1949 | loss: 0.0310097 | val_loss: 0.0312827 | Time: 3272.16 ms [2022-03-12 09:22:44 main:574] : INFO : Epoch 1950 | loss: 0.0310068 | val_loss: 0.0312955 | Time: 3256.34 ms [2022-03-12 09:22:47 main:574] : INFO : Epoch 1951 | loss: 0.0310162 | val_loss: 0.0312723 | Time: 3227.88 ms [2022-03-12 09:22:51 main:574] : INFO : Epoch 1952 | loss: 0.0310219 | val_loss: 0.0313106 | Time: 3294.62 ms [2022-03-12 09:22:54 main:574] : INFO : Epoch 1953 | loss: 0.0310241 | val_loss: 0.0312914 | Time: 3268.7 ms [2022-03-12 09:22:57 main:574] : INFO : Epoch 1954 | loss: 0.0310251 | val_loss: 0.0312802 | Time: 3280.79 ms [2022-03-12 09:23:01 main:574] : INFO : Epoch 1955 | loss: 0.0310251 | val_loss: 0.0312636 | Time: 3217.26 ms [2022-03-12 09:23:04 main:574] : INFO : Epoch 1956 | loss: 0.0310252 | val_loss: 0.0312593 | Time: 3237.99 ms [2022-03-12 09:23:07 main:574] : INFO : Epoch 1957 | loss: 0.0310169 | val_loss: 0.0313079 | Time: 3274.51 ms [2022-03-12 09:23:10 main:574] : INFO : Epoch 1958 | loss: 0.0310266 | val_loss: 0.0312993 | Time: 3229.25 ms [2022-03-12 09:23:14 main:574] : INFO : Epoch 1959 | loss: 0.0310201 | val_loss: 0.0313074 | Time: 3270.19 ms [2022-03-12 09:23:17 main:574] : INFO : Epoch 1960 | loss: 0.0310169 | val_loss: 0.0313047 | Time: 3302.01 ms [2022-03-12 09:23:20 main:574] : INFO : Epoch 1961 | loss: 0.031016 | val_loss: 0.0312948 | Time: 3233.28 ms [2022-03-12 09:23:23 main:574] : INFO : Epoch 1962 | loss: 0.0310218 | val_loss: 0.0313128 | Time: 3217.18 ms [2022-03-12 09:23:27 main:574] : INFO : Epoch 1963 | loss: 0.0310266 | val_loss: 0.0313156 | Time: 3217.09 ms [2022-03-12 09:23:30 main:574] : INFO : Epoch 1964 | loss: 0.0310274 | val_loss: 0.0312962 | Time: 3302.71 ms [2022-03-12 09:23:33 main:574] : INFO : Epoch 1965 | loss: 0.031022 | val_loss: 0.0313222 | Time: 3284.34 ms [2022-03-12 09:23:36 main:574] : INFO : Epoch 1966 | loss: 0.0310192 | val_loss: 0.031288 | Time: 3274.07 ms [2022-03-12 09:23:40 main:574] : INFO : Epoch 1967 | loss: 0.0310174 | val_loss: 0.0313092 | Time: 3323.5 ms [2022-03-12 09:23:43 main:574] : INFO : Epoch 1968 | loss: 0.0310164 | val_loss: 0.031272 | Time: 3272.72 ms [2022-03-12 09:23:46 main:574] : INFO : Epoch 1969 | loss: 0.0310168 | val_loss: 0.0312946 | Time: 3290.99 ms [2022-03-12 09:23:50 main:574] : INFO : Epoch 1970 | loss: 0.0310199 | val_loss: 0.0312786 | Time: 3298.95 ms [2022-03-12 09:23:53 main:574] : INFO : Epoch 1971 | loss: 0.0310183 | val_loss: 0.0312958 | Time: 3253.9 ms [2022-03-12 09:23:56 main:574] : INFO : Epoch 1972 | loss: 0.0310132 | val_loss: 0.0313305 | Time: 3283.34 ms [2022-03-12 09:23:59 main:574] : INFO : Epoch 1973 | loss: 0.0310145 | val_loss: 0.0312844 | Time: 3269.46 ms [2022-03-12 09:24:03 main:574] : INFO : Epoch 1974 | loss: 0.0310162 | val_loss: 0.0312786 | Time: 3311.06 ms [2022-03-12 09:24:06 main:574] : INFO : Epoch 1975 | loss: 0.0310335 | val_loss: 0.0312695 | Time: 3257.24 ms [2022-03-12 09:24:09 main:574] : INFO : Epoch 1976 | loss: 0.0310292 | val_loss: 0.0312953 | Time: 3255.05 ms [2022-03-12 09:24:13 main:574] : INFO : Epoch 1977 | loss: 0.0310233 | val_loss: 0.0312778 | Time: 3283.77 ms [2022-03-12 09:24:16 main:574] : INFO : Epoch 1978 | loss: 0.0310249 | val_loss: 0.0312767 | Time: 3285.95 ms [2022-03-12 09:24:19 main:574] : INFO : Epoch 1979 | loss: 0.0310303 | val_loss: 0.0312908 | Time: 3252.63 ms [2022-03-12 09:24:22 main:574] : INFO : Epoch 1980 | loss: 0.0310298 | val_loss: 0.0312622 | Time: 3245.42 ms [2022-03-12 09:24:26 main:574] : INFO : Epoch 1981 | loss: 0.0310348 | val_loss: 0.0313121 | Time: 3285.32 ms [2022-03-12 09:24:29 main:574] : INFO : Epoch 1982 | loss: 0.0310272 | val_loss: 0.0312849 | Time: 3309.87 ms [2022-03-12 09:24:32 main:574] : INFO : Epoch 1983 | loss: 0.0310276 | val_loss: 0.031279 | Time: 3248.31 ms [2022-03-12 09:24:35 main:574] : INFO : Epoch 1984 | loss: 0.0310314 | val_loss: 0.0312985 | Time: 3266.25 ms [2022-03-12 09:24:39 main:574] : INFO : Epoch 1985 | loss: 0.0310174 | val_loss: 0.0312992 | Time: 3321.97 ms [2022-03-12 09:24:42 main:574] : INFO : Epoch 1986 | loss: 0.031013 | val_loss: 0.0312848 | Time: 3241.78 ms [2022-03-12 09:24:45 main:574] : INFO : Epoch 1987 | loss: 0.0310089 | val_loss: 0.0313061 | Time: 3243.24 ms [2022-03-12 09:24:49 main:574] : INFO : Epoch 1988 | loss: 0.031008 | val_loss: 0.0313091 | Time: 3268.96 ms [2022-03-12 09:24:52 main:574] : INFO : Epoch 1989 | loss: 0.0310216 | val_loss: 0.0312906 | Time: 3284.53 ms [2022-03-12 09:24:55 main:574] : INFO : Epoch 1990 | loss: 0.0310256 | val_loss: 0.031289 | Time: 3261.4 ms [2022-03-12 09:24:58 main:574] : INFO : Epoch 1991 | loss: 0.0310238 | val_loss: 0.0313024 | Time: 3308.27 ms [2022-03-12 09:25:02 main:574] : INFO : Epoch 1992 | loss: 0.0310181 | val_loss: 0.0312948 | Time: 3246.5 ms [2022-03-12 09:25:05 main:574] : INFO : Epoch 1993 | loss: 0.0310208 | val_loss: 0.0312983 | Time: 3294.49 ms [2022-03-12 09:25:08 main:574] : INFO : Epoch 1994 | loss: 0.0310229 | val_loss: 0.031292 | Time: 3278.06 ms [2022-03-12 09:25:12 main:574] : INFO : Epoch 1995 | loss: 0.031019 | val_loss: 0.0312902 | Time: 3260.61 ms [2022-03-12 09:25:15 main:574] : INFO : Epoch 1996 | loss: 0.0310141 | val_loss: 0.0312806 | Time: 3305.86 ms [2022-03-12 09:25:18 main:574] : INFO : Epoch 1997 | loss: 0.0310145 | val_loss: 0.0312688 | Time: 3296.53 ms [2022-03-12 09:25:21 main:574] : INFO : Epoch 1998 | loss: 0.0310287 | val_loss: 0.031276 | Time: 3294.99 ms [2022-03-12 09:25:25 main:574] : INFO : Epoch 1999 | loss: 0.0310258 | val_loss: 0.0312512 | Time: 3254.75 ms [2022-03-12 09:25:28 main:574] : INFO : Epoch 2000 | loss: 0.0310297 | val_loss: 0.0313248 | Time: 3267.91 ms [2022-03-12 09:25:31 main:574] : INFO : Epoch 2001 | loss: 0.031039 | val_loss: 0.0312782 | Time: 3315.58 ms [2022-03-12 09:25:35 main:574] : INFO : Epoch 2002 | loss: 0.0310252 | val_loss: 0.0313328 | Time: 3249.61 ms [2022-03-12 09:25:38 main:574] : INFO : Epoch 2003 | loss: 0.0310198 | val_loss: 0.0313118 | Time: 3285.97 ms [2022-03-12 09:25:41 main:574] : INFO : Epoch 2004 | loss: 0.0310212 | val_loss: 0.0312763 | Time: 3276.88 ms [2022-03-12 09:25:44 main:574] : INFO : Epoch 2005 | loss: 0.0310318 | val_loss: 0.0312968 | Time: 3335.28 ms [2022-03-12 09:25:48 main:574] : INFO : Epoch 2006 | loss: 0.0310226 | val_loss: 0.0312975 | Time: 3206.89 ms [2022-03-12 09:25:51 main:574] : INFO : Epoch 2007 | loss: 0.0310242 | val_loss: 0.0312991 | Time: 3283.73 ms [2022-03-12 09:25:54 main:574] : INFO : Epoch 2008 | loss: 0.03102 | val_loss: 0.0312922 | Time: 3206.53 ms [2022-03-12 09:25:57 main:574] : INFO : Epoch 2009 | loss: 0.0310134 | val_loss: 0.0313097 | Time: 3210.9 ms [2022-03-12 09:26:01 main:574] : INFO : Epoch 2010 | loss: 0.0310107 | val_loss: 0.0313069 | Time: 3297 ms [2022-03-12 09:26:04 main:574] : INFO : Epoch 2011 | loss: 0.031017 | val_loss: 0.0312784 | Time: 3285.47 ms [2022-03-12 09:26:07 main:574] : INFO : Epoch 2012 | loss: 0.0310196 | val_loss: 0.0312751 | Time: 3259.22 ms [2022-03-12 09:26:11 main:574] : INFO : Epoch 2013 | loss: 0.0310292 | val_loss: 0.0312904 | Time: 3263.34 ms [2022-03-12 09:26:14 main:574] : INFO : Epoch 2014 | loss: 0.0310242 | val_loss: 0.0312637 | Time: 3213.59 ms [2022-03-12 09:26:17 main:574] : INFO : Epoch 2015 | loss: 0.0310193 | val_loss: 0.0313228 | Time: 3189.43 ms [2022-03-12 09:26:20 main:574] : INFO : Epoch 2016 | loss: 0.0310138 | val_loss: 0.0312938 | Time: 3285.43 ms [2022-03-12 09:26:23 main:574] : INFO : Epoch 2017 | loss: 0.0310062 | val_loss: 0.031297 | Time: 3247.03 ms [2022-03-12 09:26:27 main:574] : INFO : Epoch 2018 | loss: 0.0310154 | val_loss: 0.031316 | Time: 3278.11 ms [2022-03-12 09:26:30 main:574] : INFO : Epoch 2019 | loss: 0.0310089 | val_loss: 0.0313146 | Time: 3245.93 ms [2022-03-12 09:26:33 main:574] : INFO : Epoch 2020 | loss: 0.0310224 | val_loss: 0.0312698 | Time: 3238.94 ms [2022-03-12 09:26:37 main:574] : INFO : Epoch 2021 | loss: 0.0310249 | val_loss: 0.0313169 | Time: 3309.89 ms [2022-03-12 09:26:40 main:574] : INFO : Epoch 2022 | loss: 0.0310215 | val_loss: 0.0312991 | Time: 3240.93 ms [2022-03-12 09:26:43 main:574] : INFO : Epoch 2023 | loss: 0.0310154 | val_loss: 0.0313124 | Time: 3217.11 ms [2022-03-12 09:26:46 main:574] : INFO : Epoch 2024 | loss: 0.0310172 | val_loss: 0.0313269 | Time: 3238.09 ms [2022-03-12 09:26:50 main:574] : INFO : Epoch 2025 | loss: 0.0310142 | val_loss: 0.0312922 | Time: 3263.59 ms [2022-03-12 09:26:53 main:574] : INFO : Epoch 2026 | loss: 0.0310193 | val_loss: 0.0312733 | Time: 3274.14 ms [2022-03-12 09:26:56 main:574] : INFO : Epoch 2027 | loss: 0.0310251 | val_loss: 0.031285 | Time: 3250.76 ms [2022-03-12 09:26:59 main:574] : INFO : Epoch 2028 | loss: 0.0310228 | val_loss: 0.0312856 | Time: 3357.28 ms [2022-03-12 09:27:03 main:574] : INFO : Epoch 2029 | loss: 0.031019 | val_loss: 0.0313012 | Time: 3262.23 ms [2022-03-12 09:27:06 main:574] : INFO : Epoch 2030 | loss: 0.0310117 | val_loss: 0.0312878 | Time: 3243.25 ms [2022-03-12 09:27:09 main:574] : INFO : Epoch 2031 | loss: 0.0310168 | val_loss: 0.0312582 | Time: 3256.57 ms [2022-03-12 09:27:12 main:574] : INFO : Epoch 2032 | loss: 0.0310253 | val_loss: 0.0312832 | Time: 3197.46 ms [2022-03-12 09:27:16 main:574] : INFO : Epoch 2033 | loss: 0.0310268 | val_loss: 0.0312706 | Time: 3258.04 ms [2022-03-12 09:27:19 main:574] : INFO : Epoch 2034 | loss: 0.0310192 | val_loss: 0.0312974 | Time: 3269.9 ms [2022-03-12 09:27:22 main:574] : INFO : Epoch 2035 | loss: 0.0310057 | val_loss: 0.0313074 | Time: 3322.02 ms [2022-03-12 09:27:26 main:574] : INFO : Epoch 2036 | loss: 0.0310119 | val_loss: 0.0313281 | Time: 3297.2 ms [2022-03-12 09:27:29 main:574] : INFO : Epoch 2037 | loss: 0.0310053 | val_loss: 0.0313301 | Time: 3282.91 ms [2022-03-12 09:27:32 main:574] : INFO : Epoch 2038 | loss: 0.0310108 | val_loss: 0.0312792 | Time: 3275.28 ms [2022-03-12 09:27:35 main:574] : INFO : Epoch 2039 | loss: 0.031017 | val_loss: 0.0313022 | Time: 3250.84 ms [2022-03-12 09:27:39 main:574] : INFO : Epoch 2040 | loss: 0.0310146 | val_loss: 0.0313301 | Time: 3301.49 ms [2022-03-12 09:27:42 main:574] : INFO : Epoch 2041 | loss: 0.0310157 | val_loss: 0.0313019 | Time: 3255.08 ms [2022-03-12 09:27:45 main:574] : INFO : Epoch 2042 | loss: 0.031019 | val_loss: 0.0312879 | Time: 3260.6 ms [2022-03-12 09:27:49 main:574] : INFO : Epoch 2043 | loss: 0.0310151 | val_loss: 0.0313242 | Time: 3322.58 ms [2022-03-12 09:27:52 main:574] : INFO : Epoch 2044 | loss: 0.0310155 | val_loss: 0.0313086 | Time: 3282.18 ms [2022-03-12 09:27:55 main:574] : INFO : Epoch 2045 | loss: 0.0310154 | val_loss: 0.0312761 | Time: 3217.3 ms [2022-03-12 09:27:58 main:574] : INFO : Epoch 2046 | loss: 0.0310188 | val_loss: 0.0313035 | Time: 3244.22 ms [2022-03-12 09:28:02 main:574] : INFO : Epoch 2047 | loss: 0.0310172 | val_loss: 0.0313129 | Time: 3299.36 ms [2022-03-12 09:28:05 main:574] : INFO : Epoch 2048 | loss: 0.0310154 | val_loss: 0.0312935 | Time: 3253.61 ms [2022-03-12 09:28:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312935 [2022-03-12 09:28:05 main:603] : INFO : Saving end state to config to file [2022-03-12 09:28:05 main:608] : INFO : Success, exiting.. 09:28:05 (8860): 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)