Task 12953563
| Name | ParityModified-1647040816-3594-0_0 |
| Workunit | 10085895 |
| Created | 11 Mar 2022, 23:20:21 UTC |
| Sent | 12 Mar 2022, 1:17:26 UTC |
| Report deadline | 20 Mar 2022, 1:17:26 UTC |
| Received | 12 Mar 2022, 6:49:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 51 min 46 sec |
| CPU time | 1 hours 49 min 8 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 | 4.37 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: 0.0309532 | val_loss: 0.0312891 | Time: 3230.69 ms
[2022-03-12 07:08:31 main:574] : INFO : Epoch 1543 | loss: 0.0309534 | val_loss: 0.0313196 | Time: 3271.46 ms
[2022-03-12 07:08:35 main:574] : INFO : Epoch 1544 | loss: 0.0309563 | val_loss: 0.0312859 | Time: 3271.76 ms
[2022-03-12 07:08:38 main:574] : INFO : Epoch 1545 | loss: 0.0309532 | val_loss: 0.0312838 | Time: 3264.02 ms
[2022-03-12 07:08:41 main:574] : INFO : Epoch 1546 | loss: 0.0309536 | val_loss: 0.0313109 | Time: 3296.41 ms
[2022-03-12 07:08:45 main:574] : INFO : Epoch 1547 | loss: 0.0309464 | val_loss: 0.0312837 | Time: 3236.74 ms
[2022-03-12 07:08:48 main:574] : INFO : Epoch 1548 | loss: 0.0309565 | val_loss: 0.0313405 | Time: 3244.93 ms
[2022-03-12 07:08:51 main:574] : INFO : Epoch 1549 | loss: 0.0309516 | val_loss: 0.0312902 | Time: 3258.18 ms
[2022-03-12 07:08:54 main:574] : INFO : Epoch 1550 | loss: 0.0309639 | val_loss: 0.0312853 | Time: 3211.57 ms
[2022-03-12 07:08:58 main:574] : INFO : Epoch 1551 | loss: 0.0309537 | val_loss: 0.0313005 | Time: 3225.09 ms
[2022-03-12 07:09:01 main:574] : INFO : Epoch 1552 | loss: 0.0309605 | val_loss: 0.0312859 | Time: 3242.62 ms
[2022-03-12 07:09:04 main:574] : INFO : Epoch 1553 | loss: 0.0309678 | val_loss: 0.031339 | Time: 3220.87 ms
[2022-03-12 07:09:07 main:574] : INFO : Epoch 1554 | loss: 0.0309574 | val_loss: 0.0312902 | Time: 3306.92 ms
[2022-03-12 07:09:11 main:574] : INFO : Epoch 1555 | loss: 0.0309497 | val_loss: 0.031302 | Time: 3285.25 ms
[2022-03-12 07:09:14 main:574] : INFO : Epoch 1556 | loss: 0.0309559 | val_loss: 0.0312945 | Time: 3247.57 ms
[2022-03-12 07:09:17 main:574] : INFO : Epoch 1557 | loss: 0.0309516 | val_loss: 0.031318 | Time: 3274.95 ms
[2022-03-12 07:09:20 main:574] : INFO : Epoch 1558 | loss: 0.0309428 | val_loss: 0.0313215 | Time: 3252.15 ms
[2022-03-12 07:09:24 main:574] : INFO : Epoch 1559 | loss: 0.0309425 | val_loss: 0.0313315 | Time: 3280.73 ms
[2022-03-12 07:09:27 main:574] : INFO : Epoch 1560 | loss: 0.0309435 | val_loss: 0.0312815 | Time: 3262.7 ms
[2022-03-12 07:09:30 main:574] : INFO : Epoch 1561 | loss: 0.03095 | val_loss: 0.0313075 | Time: 3252.34 ms
[2022-03-12 07:09:33 main:574] : INFO : Epoch 1562 | loss: 0.0309563 | val_loss: 0.0313061 | Time: 3307.43 ms
[2022-03-12 07:09:37 main:574] : INFO : Epoch 1563 | loss: 0.0309572 | val_loss: 0.0313284 | Time: 3259.95 ms
[2022-03-12 07:09:40 main:574] : INFO : Epoch 1564 | loss: 0.0309518 | val_loss: 0.0313039 | Time: 3292.07 ms
[2022-03-12 07:09:43 main:574] : INFO : Epoch 1565 | loss: 0.0309547 | val_loss: 0.0313103 | Time: 3204.11 ms
[2022-03-12 07:09:47 main:574] : INFO : Epoch 1566 | loss: 0.0309482 | val_loss: 0.0313037 | Time: 3270.08 ms
[2022-03-12 07:09:50 main:574] : INFO : Epoch 1567 | loss: 0.0309512 | val_loss: 0.03129 | Time: 3248.42 ms
[2022-03-12 07:09:53 main:574] : INFO : Epoch 1568 | loss: 0.03095 | val_loss: 0.0312579 | Time: 3278.03 ms
[2022-03-12 07:09:56 main:574] : INFO : Epoch 1569 | loss: 0.0309605 | val_loss: 0.0313167 | Time: 3256.46 ms
[2022-03-12 07:10:00 main:574] : INFO : Epoch 1570 | loss: 0.0309626 | val_loss: 0.0312842 | Time: 3323.96 ms
[2022-03-12 07:10:03 main:574] : INFO : Epoch 1571 | loss: 0.0309591 | val_loss: 0.031268 | Time: 3271.08 ms
[2022-03-12 07:10:06 main:574] : INFO : Epoch 1572 | loss: 0.0309525 | val_loss: 0.0313206 | Time: 3251.3 ms
[2022-03-12 07:10:09 main:574] : INFO : Epoch 1573 | loss: 0.0309523 | val_loss: 0.0313286 | Time: 3317.37 ms
[2022-03-12 07:10:13 main:574] : INFO : Epoch 1574 | loss: 0.0309654 | val_loss: 0.0312778 | Time: 3274.61 ms
[2022-03-12 07:10:16 main:574] : INFO : Epoch 1575 | loss: 0.030958 | val_loss: 0.0313189 | Time: 3272.53 ms
[2022-03-12 07:10:20 main:574] : INFO : Epoch 1576 | loss: 0.0309572 | val_loss: 0.0313268 | Time: 3510.15 ms
[2022-03-12 07:10:23 main:574] : INFO : Epoch 1577 | loss: 0.0309621 | val_loss: 0.0313632 | Time: 3334.61 ms
[2022-03-12 07:10:26 main:574] : INFO : Epoch 1578 | loss: 0.0309652 | val_loss: 0.0312946 | Time: 3317.53 ms
[2022-03-12 07:10:30 main:574] : INFO : Epoch 1579 | loss: 0.0309527 | val_loss: 0.0313096 | Time: 3284.59 ms
[2022-03-12 07:10:33 main:574] : INFO : Epoch 1580 | loss: 0.0309578 | val_loss: 0.0312507 | Time: 3314.49 ms
[2022-03-12 07:10:36 main:574] : INFO : Epoch 1581 | loss: 0.0309715 | val_loss: 0.0313233 | Time: 3284.05 ms
[2022-03-12 07:10:39 main:574] : INFO : Epoch 1582 | loss: 0.0309556 | val_loss: 0.0312905 | Time: 3315.78 ms
[2022-03-12 07:10:43 main:574] : INFO : Epoch 1583 | loss: 0.0309569 | val_loss: 0.031316 | Time: 3227.57 ms
[2022-03-12 07:10:46 main:574] : INFO : Epoch 1584 | loss: 0.0309491 | val_loss: 0.031278 | Time: 3277.69 ms
[2022-03-12 07:10:49 main:574] : INFO : Epoch 1585 | loss: 0.0309479 | val_loss: 0.0313095 | Time: 3208.18 ms
[2022-03-12 07:10:52 main:574] : INFO : Epoch 1586 | loss: 0.0309478 | val_loss: 0.031299 | Time: 3308.8 ms
[2022-03-12 07:10:56 main:574] : INFO : Epoch 1587 | loss: 0.0309534 | val_loss: 0.0312677 | Time: 3248.02 ms
[2022-03-12 07:10:59 main:574] : INFO : Epoch 1588 | loss: 0.0309572 | val_loss: 0.0312772 | Time: 3213.83 ms
[2022-03-12 07:11:02 main:574] : INFO : Epoch 1589 | loss: 0.0309565 | val_loss: 0.0312651 | Time: 3292.26 ms
[2022-03-12 07:11:05 main:574] : INFO : Epoch 1590 | loss: 0.0309554 | val_loss: 0.0313018 | Time: 3249.38 ms
[2022-03-12 07:11:09 main:574] : INFO : Epoch 1591 | loss: 0.0309547 | val_loss: 0.0312725 | Time: 3287.74 ms
[2022-03-12 07:11:12 main:574] : INFO : Epoch 1592 | loss: 0.0309539 | val_loss: 0.0313312 | Time: 3300.79 ms
[2022-03-12 07:11:15 main:574] : INFO : Epoch 1593 | loss: 0.0309631 | val_loss: 0.0313124 | Time: 3319.64 ms
[2022-03-12 07:11:19 main:574] : INFO : Epoch 1594 | loss: 0.0309594 | val_loss: 0.0313198 | Time: 3271.88 ms
[2022-03-12 07:11:22 main:574] : INFO : Epoch 1595 | loss: 0.0309544 | val_loss: 0.03133 | Time: 3302.56 ms
[2022-03-12 07:11:25 main:574] : INFO : Epoch 1596 | loss: 0.0309471 | val_loss: 0.0313387 | Time: 3253.6 ms
[2022-03-12 07:11:29 main:574] : INFO : Epoch 1597 | loss: 0.0309524 | val_loss: 0.0312816 | Time: 3262.55 ms
[2022-03-12 07:11:32 main:574] : INFO : Epoch 1598 | loss: 0.0309496 | val_loss: 0.0313308 | Time: 3231.94 ms
[2022-03-12 07:11:35 main:574] : INFO : Epoch 1599 | loss: 0.0309466 | val_loss: 0.0312934 | Time: 3216.83 ms
[2022-03-12 07:11:38 main:574] : INFO : Epoch 1600 | loss: 0.0309473 | val_loss: 0.0313284 | Time: 3258.3 ms
[2022-03-12 07:11:42 main:574] : INFO : Epoch 1601 | loss: 0.0309493 | val_loss: 0.0313152 | Time: 3277.14 ms
[2022-03-12 07:11:45 main:574] : INFO : Epoch 1602 | loss: 0.030958 | val_loss: 0.0312886 | Time: 3282.67 ms
[2022-03-12 07:11:48 main:574] : INFO : Epoch 1603 | loss: 0.0309609 | val_loss: 0.0313219 | Time: 3249.58 ms
[2022-03-12 07:11:51 main:574] : INFO : Epoch 1604 | loss: 0.0309587 | val_loss: 0.0313367 | Time: 3316.47 ms
[2022-03-12 07:11:55 main:574] : INFO : Epoch 1605 | loss: 0.0309567 | val_loss: 0.0312852 | Time: 3280.23 ms
[2022-03-12 07:11:58 main:574] : INFO : Epoch 1606 | loss: 0.0309614 | val_loss: 0.0313097 | Time: 3258.83 ms
[2022-03-12 07:12:01 main:574] : INFO : Epoch 1607 | loss: 0.0309559 | val_loss: 0.0312731 | Time: 3219.09 ms
[2022-03-12 07:12:04 main:574] : INFO : Epoch 1608 | loss: 0.0309634 | val_loss: 0.0313114 | Time: 3250.85 ms
[2022-03-12 07:12:08 main:574] : INFO : Epoch 1609 | loss: 0.0309464 | val_loss: 0.0313422 | Time: 3245.41 ms
[2022-03-12 07:12:11 main:574] : INFO : Epoch 1610 | loss: 0.0309646 | val_loss: 0.031291 | Time: 3273.71 ms
[2022-03-12 07:12:14 main:574] : INFO : Epoch 1611 | loss: 0.030986 | val_loss: 0.031292 | Time: 3270.63 ms
[2022-03-12 07:12:17 main:574] : INFO : Epoch 1612 | loss: 0.0309992 | val_loss: 0.0313235 | Time: 3284.8 ms
[2022-03-12 07:12:21 main:574] : INFO : Epoch 1613 | loss: 0.0310033 | val_loss: 0.0312707 | Time: 3242.12 ms
[2022-03-12 07:12:24 main:574] : INFO : Epoch 1614 | loss: 0.0309656 | val_loss: 0.0313 | Time: 3243.11 ms
[2022-03-12 07:12:27 main:574] : INFO : Epoch 1615 | loss: 0.0309556 | val_loss: 0.031312 | Time: 3259.88 ms
[2022-03-12 07:12:31 main:574] : INFO : Epoch 1616 | loss: 0.0309481 | val_loss: 0.0313011 | Time: 3278.5 ms
[2022-03-12 07:12:34 main:574] : INFO : Epoch 1617 | loss: 0.0309655 | val_loss: 0.0312956 | Time: 3289.93 ms
[2022-03-12 07:12:37 main:574] : INFO : Epoch 1618 | loss: 0.0309542 | val_loss: 0.0312845 | Time: 3261.48 ms
[2022-03-12 07:12:40 main:574] : INFO : Epoch 1619 | loss: 0.0309545 | val_loss: 0.0312946 | Time: 3257.83 ms
[2022-03-12 07:12:44 main:574] : INFO : Epoch 1620 | loss: 0.0309601 | val_loss: 0.0312784 | Time: 3239.67 ms
[2022-03-12 07:12:47 main:574] : INFO : Epoch 1621 | loss: 0.0309522 | val_loss: 0.0313125 | Time: 3269.97 ms
[2022-03-12 07:12:50 main:574] : INFO : Epoch 1622 | loss: 0.0309519 | val_loss: 0.0312904 | Time: 3225.92 ms
[2022-03-12 07:12:53 main:574] : INFO : Epoch 1623 | loss: 0.0309567 | val_loss: 0.031281 | Time: 3248.39 ms
[2022-03-12 07:12:57 main:574] : INFO : Epoch 1624 | loss: 0.0309533 | val_loss: 0.0312927 | Time: 3253.89 ms
[2022-03-12 07:13:00 main:574] : INFO : Epoch 1625 | loss: 0.0309459 | val_loss: 0.0313379 | Time: 3262.44 ms
[2022-03-12 07:13:03 main:574] : INFO : Epoch 1626 | loss: 0.0309446 | val_loss: 0.0312852 | Time: 3255.67 ms
[2022-03-12 07:13:06 main:574] : INFO : Epoch 1627 | loss: 0.0309491 | val_loss: 0.0312843 | Time: 3255.35 ms
[2022-03-12 07:13:10 main:574] : INFO : Epoch 1628 | loss: 0.0309473 | val_loss: 0.0313174 | Time: 3270.05 ms
[2022-03-12 07:13:13 main:574] : INFO : Epoch 1629 | loss: 0.0309506 | val_loss: 0.0312947 | Time: 3287.23 ms
[2022-03-12 07:13:16 main:574] : INFO : Epoch 1630 | loss: 0.030957 | val_loss: 0.0312724 | Time: 3296.07 ms
[2022-03-12 07:13:20 main:574] : INFO : Epoch 1631 | loss: 0.0309546 | val_loss: 0.0313198 | Time: 3311.29 ms
[2022-03-12 07:13:23 main:574] : INFO : Epoch 1632 | loss: 0.0309593 | val_loss: 0.0312452 | Time: 3316.24 ms
[2022-03-12 07:13:26 main:574] : INFO : Epoch 1633 | loss: 0.030962 | val_loss: 0.0313355 | Time: 3334.75 ms
[2022-03-12 07:13:29 main:574] : INFO : Epoch 1634 | loss: 0.030959 | val_loss: 0.0313166 | Time: 3241.05 ms
[2022-03-12 07:13:33 main:574] : INFO : Epoch 1635 | loss: 0.0309502 | val_loss: 0.0313017 | Time: 3261.13 ms
[2022-03-12 07:13:36 main:574] : INFO : Epoch 1636 | loss: 0.0309495 | val_loss: 0.0313249 | Time: 3350.31 ms
[2022-03-12 07:13:39 main:574] : INFO : Epoch 1637 | loss: 0.0309565 | val_loss: 0.0312869 | Time: 3231.42 ms
[2022-03-12 07:13:43 main:574] : INFO : Epoch 1638 | loss: 0.0309498 | val_loss: 0.0312962 | Time: 3329.71 ms
[2022-03-12 07:13:46 main:574] : INFO : Epoch 1639 | loss: 0.0309521 | val_loss: 0.0313167 | Time: 3270.1 ms
[2022-03-12 07:13:49 main:574] : INFO : Epoch 1640 | loss: 0.0309633 | val_loss: 0.0313451 | Time: 3301.1 ms
[2022-03-12 07:13:52 main:574] : INFO : Epoch 1641 | loss: 0.0309563 | val_loss: 0.0313086 | Time: 3240.88 ms
[2022-03-12 07:13:56 main:574] : INFO : Epoch 1642 | loss: 0.0309644 | val_loss: 0.0313158 | Time: 3280.82 ms
[2022-03-12 07:13:59 main:574] : INFO : Epoch 1643 | loss: 0.0309644 | val_loss: 0.031264 | Time: 3252.81 ms
[2022-03-12 07:14:02 main:574] : INFO : Epoch 1644 | loss: 0.0309508 | val_loss: 0.031338 | Time: 3289.01 ms
[2022-03-12 07:14:06 main:574] : INFO : Epoch 1645 | loss: 0.0309497 | val_loss: 0.0312994 | Time: 3278.76 ms
[2022-03-12 07:14:09 main:574] : INFO : Epoch 1646 | loss: 0.0309628 | val_loss: 0.0312763 | Time: 3248.11 ms
[2022-03-12 07:14:12 main:574] : INFO : Epoch 1647 | loss: 0.030957 | val_loss: 0.0313014 | Time: 3282.76 ms
[2022-03-12 07:14:15 main:574] : INFO : Epoch 1648 | loss: 0.0309451 | val_loss: 0.0313099 | Time: 3223.36 ms
[2022-03-12 07:14:19 main:574] : INFO : Epoch 1649 | loss: 0.0309437 | val_loss: 0.0313164 | Time: 3299.4 ms
[2022-03-12 07:14:22 main:574] : INFO : Epoch 1650 | loss: 0.030951 | val_loss: 0.0312944 | Time: 3269.27 ms
[2022-03-12 07:14:25 main:574] : INFO : Epoch 1651 | loss: 0.0309585 | val_loss: 0.0313063 | Time: 3335.19 ms
[2022-03-12 07:14:29 main:574] : INFO : Epoch 1652 | loss: 0.0309434 | val_loss: 0.0313071 | Time: 3287.7 ms
[2022-03-12 07:14:32 main:574] : INFO : Epoch 1653 | loss: 0.03094 | val_loss: 0.0312957 | Time: 3245.8 ms
[2022-03-12 07:14:35 main:574] : INFO : Epoch 1654 | loss: 0.0309399 | val_loss: 0.031296 | Time: 3260.89 ms
[2022-03-12 07:14:38 main:574] : INFO : Epoch 1655 | loss: 0.0309434 | val_loss: 0.031294 | Time: 3237.47 ms
[2022-03-12 07:14:42 main:574] : INFO : Epoch 1656 | loss: 0.0309437 | val_loss: 0.0313006 | Time: 3211.03 ms
[2022-03-12 07:14:45 main:574] : INFO : Epoch 1657 | loss: 0.0309459 | val_loss: 0.0313009 | Time: 3258.57 ms
[2022-03-12 07:14:48 main:574] : INFO : Epoch 1658 | loss: 0.030964 | val_loss: 0.0313163 | Time: 3266.6 ms
[2022-03-12 07:14:51 main:574] : INFO : Epoch 1659 | loss: 0.0309591 | val_loss: 0.0312753 | Time: 3341.41 ms
[2022-03-12 07:14:55 main:574] : INFO : Epoch 1660 | loss: 0.030963 | val_loss: 0.0313189 | Time: 3238.61 ms
[2022-03-12 07:14:58 main:574] : INFO : Epoch 1661 | loss: 0.0309553 | val_loss: 0.0313332 | Time: 3267 ms
[2022-03-12 07:15:01 main:574] : INFO : Epoch 1662 | loss: 0.0309486 | val_loss: 0.0313284 | Time: 3236.74 ms
[2022-03-12 07:15:04 main:574] : INFO : Epoch 1663 | loss: 0.0309525 | val_loss: 0.0313057 | Time: 3309.57 ms
[2022-03-12 07:15:08 main:574] : INFO : Epoch 1664 | loss: 0.0309478 | val_loss: 0.0313339 | Time: 3345.99 ms
[2022-03-12 07:15:11 main:574] : INFO : Epoch 1665 | loss: 0.0309467 | val_loss: 0.0313242 | Time: 3298.26 ms
[2022-03-12 07:15:14 main:574] : INFO : Epoch 1666 | loss: 0.0309558 | val_loss: 0.0312968 | Time: 3284.14 ms
[2022-03-12 07:15:18 main:574] : INFO : Epoch 1667 | loss: 0.030963 | val_loss: 0.0312749 | Time: 3274.9 ms
[2022-03-12 07:15:21 main:574] : INFO : Epoch 1668 | loss: 0.0309657 | val_loss: 0.0312769 | Time: 3300.98 ms
[2022-03-12 07:15:24 main:574] : INFO : Epoch 1669 | loss: 0.0309555 | val_loss: 0.0313236 | Time: 3240.67 ms
[2022-03-12 07:15:28 main:574] : INFO : Epoch 1670 | loss: 0.0309483 | val_loss: 0.0312876 | Time: 3250.76 ms
[2022-03-12 07:15:31 main:574] : INFO : Epoch 1671 | loss: 0.0309488 | val_loss: 0.0313383 | Time: 3239.9 ms
[2022-03-12 07:15:34 main:574] : INFO : Epoch 1672 | loss: 0.0309544 | val_loss: 0.0312829 | Time: 3295.1 ms
[2022-03-12 07:15:37 main:574] : INFO : Epoch 1673 | loss: 0.0309726 | val_loss: 0.0312796 | Time: 3263.53 ms
[2022-03-12 07:15:41 main:574] : INFO : Epoch 1674 | loss: 0.0309682 | val_loss: 0.0313339 | Time: 3310.33 ms
[2022-03-12 07:15:44 main:574] : INFO : Epoch 1675 | loss: 0.0309539 | val_loss: 0.0312903 | Time: 3266.5 ms
[2022-03-12 07:15:47 main:574] : INFO : Epoch 1676 | loss: 0.0309459 | val_loss: 0.0313374 | Time: 3236.3 ms
[2022-03-12 07:15:50 main:574] : INFO : Epoch 1677 | loss: 0.0309591 | val_loss: 0.0312939 | Time: 3236.35 ms
[2022-03-12 07:15:54 main:574] : INFO : Epoch 1678 | loss: 0.0309675 | val_loss: 0.0313141 | Time: 3360.67 ms
[2022-03-12 07:15:57 main:574] : INFO : Epoch 1679 | loss: 0.030955 | val_loss: 0.0312857 | Time: 3256.17 ms
[2022-03-12 07:16:00 main:574] : INFO : Epoch 1680 | loss: 0.0309486 | val_loss: 0.0313006 | Time: 3282.45 ms
[2022-03-12 07:16:04 main:574] : INFO : Epoch 1681 | loss: 0.0309646 | val_loss: 0.0312548 | Time: 3275.99 ms
[2022-03-12 07:16:07 main:574] : INFO : Epoch 1682 | loss: 0.0309648 | val_loss: 0.0312841 | Time: 3253.58 ms
[2022-03-12 07:16:10 main:574] : INFO : Epoch 1683 | loss: 0.0309544 | val_loss: 0.031302 | Time: 3255.16 ms
[2022-03-12 07:16:13 main:574] : INFO : Epoch 1684 | loss: 0.0309413 | val_loss: 0.0312994 | Time: 3264.46 ms
[2022-03-12 07:16:17 main:574] : INFO : Epoch 1685 | loss: 0.0309461 | val_loss: 0.0313016 | Time: 3283.96 ms
[2022-03-12 07:16:20 main:574] : INFO : Epoch 1686 | loss: 0.030949 | val_loss: 0.0312791 | Time: 3224.89 ms
[2022-03-12 07:16:23 main:574] : INFO : Epoch 1687 | loss: 0.0309466 | val_loss: 0.0312962 | Time: 3356.85 ms
[2022-03-12 07:16:26 main:574] : INFO : Epoch 1688 | loss: 0.030942 | val_loss: 0.0312729 | Time: 3252.64 ms
[2022-03-12 07:16:30 main:574] : INFO : Epoch 1689 | loss: 0.0309784 | val_loss: 0.031248 | Time: 3228.58 ms
[2022-03-12 07:16:33 main:574] : INFO : Epoch 1690 | loss: 0.0309909 | val_loss: 0.0312733 | Time: 3244.6 ms
[2022-03-12 07:16:36 main:574] : INFO : Epoch 1691 | loss: 0.0309641 | val_loss: 0.0312768 | Time: 3233.97 ms
[2022-03-12 07:16:40 main:574] : INFO : Epoch 1692 | loss: 0.030962 | val_loss: 0.0312989 | Time: 3316.93 ms
[2022-03-12 07:16:43 main:574] : INFO : Epoch 1693 | loss: 0.0309543 | val_loss: 0.0313268 | Time: 3202.08 ms
[2022-03-12 07:16:46 main:574] : INFO : Epoch 1694 | loss: 0.0309458 | val_loss: 0.0312891 | Time: 3272.64 ms
[2022-03-12 07:16:49 main:574] : INFO : Epoch 1695 | loss: 0.0309507 | val_loss: 0.0312908 | Time: 3260.95 ms
[2022-03-12 07:16:53 main:574] : INFO : Epoch 1696 | loss: 0.0309441 | val_loss: 0.0313051 | Time: 3294.92 ms
[2022-03-12 07:16:56 main:574] : INFO : Epoch 1697 | loss: 0.0309477 | val_loss: 0.03132 | Time: 3250.3 ms
[2022-03-12 07:16:59 main:574] : INFO : Epoch 1698 | loss: 0.030951 | val_loss: 0.031293 | Time: 3272.45 ms
[2022-03-12 07:17:02 main:574] : INFO : Epoch 1699 | loss: 0.0309537 | val_loss: 0.0313225 | Time: 3272.27 ms
[2022-03-12 07:17:06 main:574] : INFO : Epoch 1700 | loss: 0.0309539 | val_loss: 0.0313043 | Time: 3297.62 ms
[2022-03-12 07:17:09 main:574] : INFO : Epoch 1701 | loss: 0.0309587 | val_loss: 0.0313288 | Time: 3293.6 ms
[2022-03-12 07:17:12 main:574] : INFO : Epoch 1702 | loss: 0.0309788 | val_loss: 0.0313275 | Time: 3234.02 ms
[2022-03-12 07:17:15 main:574] : INFO : Epoch 1703 | loss: 0.0309954 | val_loss: 0.0313106 | Time: 3257.91 ms
[2022-03-12 07:17:19 main:574] : INFO : Epoch 1704 | loss: 0.0309678 | val_loss: 0.0313094 | Time: 3252.37 ms
[2022-03-12 07:17:22 main:574] : INFO : Epoch 1705 | loss: 0.03095 | val_loss: 0.0313286 | Time: 3273.7 ms
[2022-03-12 07:17:25 main:574] : INFO : Epoch 1706 | loss: 0.0309478 | val_loss: 0.0312895 | Time: 3280.63 ms
[2022-03-12 07:17:29 main:574] : INFO : Epoch 1707 | loss: 0.0309428 | val_loss: 0.0312867 | Time: 3249.76 ms
[2022-03-12 07:17:32 main:574] : INFO : Epoch 1708 | loss: 0.0309467 | val_loss: 0.0313187 | Time: 3244.93 ms
[2022-03-12 07:17:35 main:574] : INFO : Epoch 1709 | loss: 0.0309471 | val_loss: 0.0312964 | Time: 3280.57 ms
[2022-03-12 07:17:38 main:574] : INFO : Epoch 1710 | loss: 0.0309587 | val_loss: 0.0313333 | Time: 3308.34 ms
[2022-03-12 07:17:42 main:574] : INFO : Epoch 1711 | loss: 0.0309496 | val_loss: 0.0312954 | Time: 3271.48 ms
[2022-03-12 07:17:45 main:574] : INFO : Epoch 1712 | loss: 0.0309518 | val_loss: 0.0312817 | Time: 3257.71 ms
[2022-03-12 07:17:48 main:574] : INFO : Epoch 1713 | loss: 0.0309505 | val_loss: 0.0313279 | Time: 3252.87 ms
[2022-03-12 07:17:51 main:574] : INFO : Epoch 1714 | loss: 0.0309633 | val_loss: 0.0313014 | Time: 3282.83 ms
[2022-03-12 07:17:55 main:574] : INFO : Epoch 1715 | loss: 0.0309649 | val_loss: 0.0313046 | Time: 3205.98 ms
[2022-03-12 07:17:58 main:574] : INFO : Epoch 1716 | loss: 0.0309532 | val_loss: 0.0313098 | Time: 3285.06 ms
[2022-03-12 07:18:01 main:574] : INFO : Epoch 1717 | loss: 0.0309575 | val_loss: 0.0312808 | Time: 3284.62 ms
[2022-03-12 07:18:05 main:574] : INFO : Epoch 1718 | loss: 0.0309593 | val_loss: 0.0312898 | Time: 3289.1 ms
[2022-03-12 07:18:08 main:574] : INFO : Epoch 1719 | loss: 0.0309433 | val_loss: 0.0312919 | Time: 3241.75 ms
[2022-03-12 07:18:11 main:574] : INFO : Epoch 1720 | loss: 0.030942 | val_loss: 0.0313183 | Time: 3283.75 ms
[2022-03-12 07:18:14 main:574] : INFO : Epoch 1721 | loss: 0.0309427 | val_loss: 0.0312941 | Time: 3298.67 ms
[2022-03-12 07:18:18 main:574] : INFO : Epoch 1722 | loss: 0.0309392 | val_loss: 0.0313294 | Time: 3306.02 ms
[2022-03-12 07:18:21 main:574] : INFO : Epoch 1723 | loss: 0.030946 | val_loss: 0.0313099 | Time: 3265.34 ms
[2022-03-12 07:18:24 main:574] : INFO : Epoch 1724 | loss: 0.0309598 | val_loss: 0.0312655 | Time: 3276.26 ms
[2022-03-12 07:18:27 main:574] : INFO : Epoch 1725 | loss: 0.0309616 | val_loss: 0.0313186 | Time: 3246.93 ms
[2022-03-12 07:18:31 main:574] : INFO : Epoch 1726 | loss: 0.0309545 | val_loss: 0.0312719 | Time: 3260.35 ms
[2022-03-12 07:18:34 main:574] : INFO : Epoch 1727 | loss: 0.0309555 | val_loss: 0.0312915 | Time: 3259.19 ms
[2022-03-12 07:18:37 main:574] : INFO : Epoch 1728 | loss: 0.0309519 | val_loss: 0.0312885 | Time: 3251.97 ms
[2022-03-12 07:18:41 main:574] : INFO : Epoch 1729 | loss: 0.0309417 | val_loss: 0.0312792 | Time: 3284 ms
[2022-03-12 07:18:44 main:574] : INFO : Epoch 1730 | loss: 0.0309657 | val_loss: 0.0312771 | Time: 3245.95 ms
[2022-03-12 07:18:47 main:574] : INFO : Epoch 1731 | loss: 0.0309551 | val_loss: 0.0313353 | Time: 3217.88 ms
[2022-03-12 07:18:50 main:574] : INFO : Epoch 1732 | loss: 0.0309454 | val_loss: 0.0312872 | Time: 3236.63 ms
[2022-03-12 07:18:54 main:574] : INFO : Epoch 1733 | loss: 0.0309471 | val_loss: 0.0312946 | Time: 3276.29 ms
[2022-03-12 07:18:57 main:574] : INFO : Epoch 1734 | loss: 0.0309497 | val_loss: 0.0313201 | Time: 3270.85 ms
[2022-03-12 07:19:00 main:574] : INFO : Epoch 1735 | loss: 0.0309456 | val_loss: 0.0313015 | Time: 3270.59 ms
[2022-03-12 07:19:03 main:574] : INFO : Epoch 1736 | loss: 0.030967 | val_loss: 0.0313066 | Time: 3321.37 ms
[2022-03-12 07:19:07 main:574] : INFO : Epoch 1737 | loss: 0.0309774 | val_loss: 0.0315873 | Time: 3267.93 ms
[2022-03-12 07:19:10 main:574] : INFO : Epoch 1738 | loss: 0.0312955 | val_loss: 0.0312798 | Time: 3270.59 ms
[2022-03-12 07:19:13 main:574] : INFO : Epoch 1739 | loss: 0.0312108 | val_loss: 0.0313165 | Time: 3350.14 ms
[2022-03-12 07:19:17 main:574] : INFO : Epoch 1740 | loss: 0.0310231 | val_loss: 0.0312964 | Time: 3250.09 ms
[2022-03-12 07:19:20 main:574] : INFO : Epoch 1741 | loss: 0.0309733 | val_loss: 0.0313028 | Time: 3248.73 ms
[2022-03-12 07:19:23 main:574] : INFO : Epoch 1742 | loss: 0.0310228 | val_loss: 0.0312887 | Time: 3268.51 ms
[2022-03-12 07:19:26 main:574] : INFO : Epoch 1743 | loss: 0.0309936 | val_loss: 0.0313106 | Time: 3274.7 ms
[2022-03-12 07:19:30 main:574] : INFO : Epoch 1744 | loss: 0.0309644 | val_loss: 0.0313253 | Time: 3256.8 ms
[2022-03-12 07:19:33 main:574] : INFO : Epoch 1745 | loss: 0.0309488 | val_loss: 0.0312924 | Time: 3277.26 ms
[2022-03-12 07:19:36 main:574] : INFO : Epoch 1746 | loss: 0.030949 | val_loss: 0.0313748 | Time: 3302.11 ms
[2022-03-12 07:19:39 main:574] : INFO : Epoch 1747 | loss: 0.0309634 | val_loss: 0.0313381 | Time: 3233.96 ms
[2022-03-12 07:19:43 main:574] : INFO : Epoch 1748 | loss: 0.0309568 | val_loss: 0.031303 | Time: 3296.53 ms
[2022-03-12 07:19:46 main:574] : INFO : Epoch 1749 | loss: 0.0309596 | val_loss: 0.0312789 | Time: 3305.52 ms
[2022-03-12 07:19:49 main:574] : INFO : Epoch 1750 | loss: 0.0309707 | val_loss: 0.0313195 | Time: 3231.84 ms
[2022-03-12 07:19:53 main:574] : INFO : Epoch 1751 | loss: 0.0309581 | val_loss: 0.0313091 | Time: 3299.15 ms
[2022-03-12 07:19:56 main:574] : INFO : Epoch 1752 | loss: 0.0309535 | val_loss: 0.0312979 | Time: 3252.12 ms
[2022-03-12 07:19:59 main:574] : INFO : Epoch 1753 | loss: 0.030947 | val_loss: 0.0313162 | Time: 3210.49 ms
[2022-03-12 07:20:02 main:574] : INFO : Epoch 1754 | loss: 0.0309429 | val_loss: 0.0313251 | Time: 3261.45 ms
[2022-03-12 07:20:06 main:574] : INFO : Epoch 1755 | loss: 0.0310045 | val_loss: 0.031314 | Time: 3286.06 ms
[2022-03-12 07:20:09 main:574] : INFO : Epoch 1756 | loss: 0.0309698 | val_loss: 0.0312817 | Time: 3249.72 ms
[2022-03-12 07:20:12 main:574] : INFO : Epoch 1757 | loss: 0.0309566 | val_loss: 0.0313191 | Time: 3257.14 ms
[2022-03-12 07:20:15 main:574] : INFO : Epoch 1758 | loss: 0.0309461 | val_loss: 0.0312795 | Time: 3261.15 ms
[2022-03-12 07:20:19 main:574] : INFO : Epoch 1759 | loss: 0.0309546 | val_loss: 0.0313141 | Time: 3261.85 ms
[2022-03-12 07:20:22 main:574] : INFO : Epoch 1760 | loss: 0.0309448 | val_loss: 0.0312892 | Time: 3291.98 ms
[2022-03-12 07:20:25 main:574] : INFO : Epoch 1761 | loss: 0.0309428 | val_loss: 0.0313208 | Time: 3240.09 ms
[2022-03-12 07:20:29 main:574] : INFO : Epoch 1762 | loss: 0.0309426 | val_loss: 0.0313171 | Time: 3307.5 ms
[2022-03-12 07:20:32 main:574] : INFO : Epoch 1763 | loss: 0.0309483 | val_loss: 0.0312733 | Time: 3283.08 ms
[2022-03-12 07:20:35 main:574] : INFO : Epoch 1764 | loss: 0.0309446 | val_loss: 0.03132 | Time: 3270.23 ms
[2022-03-12 07:20:38 main:574] : INFO : Epoch 1765 | loss: 0.0309532 | val_loss: 0.03126 | Time: 3237.54 ms
[2022-03-12 07:20:42 main:574] : INFO : Epoch 1766 | loss: 0.0309722 | val_loss: 0.0312918 | Time: 3294.73 ms
[2022-03-12 07:20:45 main:574] : INFO : Epoch 1767 | loss: 0.0309592 | val_loss: 0.031313 | Time: 3309.18 ms
[2022-03-12 07:20:48 main:574] : INFO : Epoch 1768 | loss: 0.030958 | val_loss: 0.0313155 | Time: 3263.35 ms
[2022-03-12 07:20:51 main:574] : INFO : Epoch 1769 | loss: 0.0309464 | val_loss: 0.0313216 | Time: 3252.63 ms
[2022-03-12 07:20:55 main:574] : INFO : Epoch 1770 | loss: 0.0309594 | val_loss: 0.0312711 | Time: 3285.27 ms
[2022-03-12 07:20:58 main:574] : INFO : Epoch 1771 | loss: 0.0309677 | val_loss: 0.0312834 | Time: 3240.67 ms
[2022-03-12 07:21:01 main:574] : INFO : Epoch 1772 | loss: 0.030964 | val_loss: 0.0313236 | Time: 3304.05 ms
[2022-03-12 07:21:05 main:574] : INFO : Epoch 1773 | loss: 0.030955 | val_loss: 0.0313005 | Time: 3254.98 ms
[2022-03-12 07:21:08 main:574] : INFO : Epoch 1774 | loss: 0.0309495 | val_loss: 0.0313246 | Time: 3236.42 ms
[2022-03-12 07:21:11 main:574] : INFO : Epoch 1775 | loss: 0.0309792 | val_loss: 0.0313775 | Time: 3271.23 ms
[2022-03-12 07:21:14 main:574] : INFO : Epoch 1776 | loss: 0.0309682 | val_loss: 0.0313064 | Time: 3228.98 ms
[2022-03-12 07:21:18 main:574] : INFO : Epoch 1777 | loss: 0.0309472 | val_loss: 0.031292 | Time: 3275.45 ms
[2022-03-12 07:21:21 main:574] : INFO : Epoch 1778 | loss: 0.0309435 | val_loss: 0.0312974 | Time: 3183.69 ms
[2022-03-12 07:21:24 main:574] : INFO : Epoch 1779 | loss: 0.0309377 | val_loss: 0.0313337 | Time: 3313.34 ms
[2022-03-12 07:21:27 main:574] : INFO : Epoch 1780 | loss: 0.0309427 | val_loss: 0.0313177 | Time: 3227.65 ms
[2022-03-12 07:21:31 main:574] : INFO : Epoch 1781 | loss: 0.0309422 | val_loss: 0.0313341 | Time: 3314.28 ms
[2022-03-12 07:21:34 main:574] : INFO : Epoch 1782 | loss: 0.030956 | val_loss: 0.0313537 | Time: 3203.68 ms
[2022-03-12 07:21:37 main:574] : INFO : Epoch 1783 | loss: 0.0309585 | val_loss: 0.0313012 | Time: 3246.67 ms
[2022-03-12 07:21:40 main:574] : INFO : Epoch 1784 | loss: 0.0309562 | val_loss: 0.0313002 | Time: 3245.25 ms
[2022-03-12 07:21:44 main:574] : INFO : Epoch 1785 | loss: 0.0309467 | val_loss: 0.0313304 | Time: 3276.46 ms
[2022-03-12 07:21:47 main:574] : INFO : Epoch 1786 | loss: 0.0309383 | val_loss: 0.0313397 | Time: 3219.44 ms
[2022-03-12 07:21:50 main:574] : INFO : Epoch 1787 | loss: 0.0309437 | val_loss: 0.0312581 | Time: 3283.65 ms
[2022-03-12 07:21:53 main:574] : INFO : Epoch 1788 | loss: 0.0309549 | val_loss: 0.0312702 | Time: 3317.69 ms
[2022-03-12 07:21:57 main:574] : INFO : Epoch 1789 | loss: 0.0309864 | val_loss: 0.0312718 | Time: 3242.14 ms
[2022-03-12 07:22:00 main:574] : INFO : Epoch 1790 | loss: 0.0309698 | val_loss: 0.0312832 | Time: 3289.57 ms
[2022-03-12 07:22:03 main:574] : INFO : Epoch 1791 | loss: 0.0309648 | val_loss: 0.0312783 | Time: 3251.41 ms
[2022-03-12 07:22:07 main:574] : INFO : Epoch 1792 | loss: 0.0309472 | val_loss: 0.0313321 | Time: 3236.32 ms
[2022-03-12 07:22:10 main:574] : INFO : Epoch 1793 | loss: 0.0309381 | val_loss: 0.0313156 | Time: 3283.75 ms
[2022-03-12 07:22:13 main:574] : INFO : Epoch 1794 | loss: 0.0309638 | val_loss: 0.031298 | Time: 3252.68 ms
[2022-03-12 07:22:16 main:574] : INFO : Epoch 1795 | loss: 0.0309564 | val_loss: 0.0313638 | Time: 3264.89 ms
[2022-03-12 07:22:20 main:574] : INFO : Epoch 1796 | loss: 0.0309487 | val_loss: 0.0313245 | Time: 3289.65 ms
[2022-03-12 07:22:23 main:574] : INFO : Epoch 1797 | loss: 0.0309429 | val_loss: 0.0313465 | Time: 3315.61 ms
[2022-03-12 07:22:26 main:574] : INFO : Epoch 1798 | loss: 0.030952 | val_loss: 0.0313033 | Time: 3283.36 ms
[2022-03-12 07:22:30 main:574] : INFO : Epoch 1799 | loss: 0.0309562 | val_loss: 0.0312976 | Time: 3318.43 ms
[2022-03-12 07:22:33 main:574] : INFO : Epoch 1800 | loss: 0.0309533 | val_loss: 0.0312928 | Time: 3230.51 ms
[2022-03-12 07:22:36 main:574] : INFO : Epoch 1801 | loss: 0.030952 | val_loss: 0.0313214 | Time: 3255.17 ms
[2022-03-12 07:22:39 main:574] : INFO : Epoch 1802 | loss: 0.030947 | val_loss: 0.0313094 | Time: 3294.55 ms
[2022-03-12 07:22:43 main:574] : INFO : Epoch 1803 | loss: 0.0309546 | val_loss: 0.031297 | Time: 3246.13 ms
[2022-03-12 07:22:46 main:574] : INFO : Epoch 1804 | loss: 0.0309576 | val_loss: 0.0312592 | Time: 3276.85 ms
[2022-03-12 07:22:49 main:574] : INFO : Epoch 1805 | loss: 0.0309646 | val_loss: 0.031342 | Time: 3265.74 ms
[2022-03-12 07:22:52 main:574] : INFO : Epoch 1806 | loss: 0.030962 | val_loss: 0.031315 | Time: 3298.78 ms
[2022-03-12 07:22:56 main:574] : INFO : Epoch 1807 | loss: 0.0309655 | val_loss: 0.0313063 | Time: 3254.17 ms
[2022-03-12 07:22:59 main:574] : INFO : Epoch 1808 | loss: 0.0309527 | val_loss: 0.0313 | Time: 3338.05 ms
[2022-03-12 07:23:02 main:574] : INFO : Epoch 1809 | loss: 0.0309532 | val_loss: 0.0312754 | Time: 3263.96 ms
[2022-03-12 07:23:06 main:574] : INFO : Epoch 1810 | loss: 0.0309494 | val_loss: 0.0313084 | Time: 3251.94 ms
[2022-03-12 07:23:09 main:574] : INFO : Epoch 1811 | loss: 0.0309437 | val_loss: 0.0313225 | Time: 3269.64 ms
[2022-03-12 07:23:12 main:574] : INFO : Epoch 1812 | loss: 0.0309529 | val_loss: 0.0312598 | Time: 3274.1 ms
[2022-03-12 07:23:15 main:574] : INFO : Epoch 1813 | loss: 0.0309624 | val_loss: 0.0312992 | Time: 3273.72 ms
[2022-03-12 07:23:19 main:574] : INFO : Epoch 1814 | loss: 0.0309615 | val_loss: 0.0312966 | Time: 3259.79 ms
[2022-03-12 07:23:22 main:574] : INFO : Epoch 1815 | loss: 0.0309514 | val_loss: 0.0313182 | Time: 3230.49 ms
[2022-03-12 07:23:25 main:574] : INFO : Epoch 1816 | loss: 0.0309434 | val_loss: 0.0313154 | Time: 3248.11 ms
[2022-03-12 07:23:28 main:574] : INFO : Epoch 1817 | loss: 0.0309417 | val_loss: 0.0313186 | Time: 3299.25 ms
[2022-03-12 07:23:32 main:574] : INFO : Epoch 1818 | loss: 0.0309525 | val_loss: 0.0313294 | Time: 3303.72 ms
[2022-03-12 07:23:35 main:574] : INFO : Epoch 1819 | loss: 0.0309559 | val_loss: 0.031301 | Time: 3240.56 ms
[2022-03-12 07:23:38 main:574] : INFO : Epoch 1820 | loss: 0.0309589 | val_loss: 0.0312807 | Time: 3257.25 ms
[2022-03-12 07:23:42 main:574] : INFO : Epoch 1821 | loss: 0.0309611 | val_loss: 0.0313008 | Time: 3260.47 ms
[2022-03-12 07:23:45 main:574] : INFO : Epoch 1822 | loss: 0.0309501 | val_loss: 0.0313369 | Time: 3287.12 ms
[2022-03-12 07:23:48 main:574] : INFO : Epoch 1823 | loss: 0.0309432 | val_loss: 0.031297 | Time: 3314.28 ms
[2022-03-12 07:23:51 main:574] : INFO : Epoch 1824 | loss: 0.0309415 | val_loss: 0.0313448 | Time: 3248.93 ms
[2022-03-12 07:23:55 main:574] : INFO : Epoch 1825 | loss: 0.0309627 | val_loss: 0.0313322 | Time: 3216.39 ms
[2022-03-12 07:23:58 main:574] : INFO : Epoch 1826 | loss: 0.0309562 | val_loss: 0.0312838 | Time: 3340.38 ms
[2022-03-12 07:24:01 main:574] : INFO : Epoch 1827 | loss: 0.0309496 | val_loss: 0.0313061 | Time: 3209.74 ms
[2022-03-12 07:24:04 main:574] : INFO : Epoch 1828 | loss: 0.0309499 | val_loss: 0.0313019 | Time: 3238.94 ms
[2022-03-12 07:24:08 main:574] : INFO : Epoch 1829 | loss: 0.0309518 | val_loss: 0.0312897 | Time: 3307.23 ms
[2022-03-12 07:24:11 main:574] : INFO : Epoch 1830 | loss: 0.030957 | val_loss: 0.0313093 | Time: 3276.91 ms
[2022-03-12 07:24:14 main:574] : INFO : Epoch 1831 | loss: 0.0309504 | val_loss: 0.031287 | Time: 3261.2 ms
[2022-03-12 07:24:18 main:574] : INFO : Epoch 1832 | loss: 0.0309538 | val_loss: 0.0312961 | Time: 3265.02 ms
[2022-03-12 07:24:21 main:574] : INFO : Epoch 1833 | loss: 0.0309566 | val_loss: 0.0312619 | Time: 3250.28 ms
[2022-03-12 07:24:24 main:574] : INFO : Epoch 1834 | loss: 0.0309541 | val_loss: 0.0313007 | Time: 3274.01 ms
[2022-03-12 07:24:27 main:574] : INFO : Epoch 1835 | loss: 0.0309584 | val_loss: 0.0313059 | Time: 3219.63 ms
[2022-03-12 07:24:31 main:574] : INFO : Epoch 1836 | loss: 0.0309556 | val_loss: 0.0312927 | Time: 3271.6 ms
[2022-03-12 07:24:34 main:574] : INFO : Epoch 1837 | loss: 0.0309529 | val_loss: 0.031308 | Time: 3248.55 ms
[2022-03-12 07:24:37 main:574] : INFO : Epoch 1838 | loss: 0.0309442 | val_loss: 0.0313228 | Time: 3362.62 ms
[2022-03-12 07:24:40 main:574] : INFO : Epoch 1839 | loss: 0.0309439 | val_loss: 0.0312457 | Time: 3289.33 ms
[2022-03-12 07:24:44 main:574] : INFO : Epoch 1840 | loss: 0.0309592 | val_loss: 0.0312922 | Time: 3221.45 ms
[2022-03-12 07:24:47 main:574] : INFO : Epoch 1841 | loss: 0.0309574 | val_loss: 0.0313086 | Time: 3272.52 ms
[2022-03-12 07:24:50 main:574] : INFO : Epoch 1842 | loss: 0.030959 | val_loss: 0.0312755 | Time: 3282.74 ms
[2022-03-12 07:24:54 main:574] : INFO : Epoch 1843 | loss: 0.0309599 | val_loss: 0.0313065 | Time: 3278.11 ms
[2022-03-12 07:24:57 main:574] : INFO : Epoch 1844 | loss: 0.0309503 | val_loss: 0.0312832 | Time: 3305.07 ms
[2022-03-12 07:25:00 main:574] : INFO : Epoch 1845 | loss: 0.0309602 | val_loss: 0.0312881 | Time: 3316.78 ms
[2022-03-12 07:25:03 main:574] : INFO : Epoch 1846 | loss: 0.030962 | val_loss: 0.0313183 | Time: 3247.31 ms
[2022-03-12 07:25:07 main:574] : INFO : Epoch 1847 | loss: 0.0309559 | val_loss: 0.0313218 | Time: 3274.28 ms
[2022-03-12 07:25:10 main:574] : INFO : Epoch 1848 | loss: 0.0309545 | val_loss: 0.0313041 | Time: 3269.19 ms
[2022-03-12 07:25:13 main:574] : INFO : Epoch 1849 | loss: 0.0309433 | val_loss: 0.0313514 | Time: 3309.21 ms
[2022-03-12 07:25:17 main:574] : INFO : Epoch 1850 | loss: 0.0309541 | val_loss: 0.0313208 | Time: 3320.44 ms
[2022-03-12 07:25:20 main:574] : INFO : Epoch 1851 | loss: 0.0309774 | val_loss: 0.0312945 | Time: 3233.15 ms
[2022-03-12 07:25:23 main:574] : INFO : Epoch 1852 | loss: 0.0309589 | val_loss: 0.0312943 | Time: 3294.47 ms
[2022-03-12 07:25:26 main:574] : INFO : Epoch 1853 | loss: 0.030955 | val_loss: 0.0313101 | Time: 3230.72 ms
[2022-03-12 07:25:30 main:574] : INFO : Epoch 1854 | loss: 0.0309448 | val_loss: 0.0312905 | Time: 3259.34 ms
[2022-03-12 07:25:33 main:574] : INFO : Epoch 1855 | loss: 0.0309712 | val_loss: 0.0312942 | Time: 3269.34 ms
[2022-03-12 07:25:36 main:574] : INFO : Epoch 1856 | loss: 0.0309807 | val_loss: 0.0313141 | Time: 3267.39 ms
[2022-03-12 07:25:40 main:574] : INFO : Epoch 1857 | loss: 0.0309626 | val_loss: 0.0312502 | Time: 3306.69 ms
[2022-03-12 07:25:43 main:574] : INFO : Epoch 1858 | loss: 0.0309653 | val_loss: 0.0313257 | Time: 3329.53 ms
[2022-03-12 07:25:46 main:574] : INFO : Epoch 1859 | loss: 0.0309561 | val_loss: 0.0312889 | Time: 3277.04 ms
[2022-03-12 07:25:49 main:574] : INFO : Epoch 1860 | loss: 0.0309497 | val_loss: 0.0313168 | Time: 3283.45 ms
[2022-03-12 07:25:53 main:574] : INFO : Epoch 1861 | loss: 0.0309422 | val_loss: 0.0313072 | Time: 3280.05 ms
[2022-03-12 07:25:56 main:574] : INFO : Epoch 1862 | loss: 0.0309497 | val_loss: 0.0312883 | Time: 3262.56 ms
[2022-03-12 07:25:59 main:574] : INFO : Epoch 1863 | loss: 0.0309417 | val_loss: 0.0313156 | Time: 3327.95 ms
[2022-03-12 07:26:03 main:574] : INFO : Epoch 1864 | loss: 0.0309486 | val_loss: 0.0312984 | Time: 3283.13 ms
[2022-03-12 07:26:06 main:574] : INFO : Epoch 1865 | loss: 0.0309592 | val_loss: 0.0313284 | Time: 3285.33 ms
[2022-03-12 07:26:09 main:574] : INFO : Epoch 1866 | loss: 0.0309659 | val_loss: 0.0312949 | Time: 3260.08 ms
[2022-03-12 07:26:12 main:574] : INFO : Epoch 1867 | loss: 0.0309611 | val_loss: 0.0312586 | Time: 3270.67 ms
[2022-03-12 07:26:16 main:574] : INFO : Epoch 1868 | loss: 0.0309624 | val_loss: 0.0312848 | Time: 3274.94 ms
[2022-03-12 07:26:19 main:574] : INFO : Epoch 1869 | loss: 0.0309692 | val_loss: 0.031292 | Time: 3281.53 ms
[2022-03-12 07:26:22 main:574] : INFO : Epoch 1870 | loss: 0.0309563 | val_loss: 0.0312823 | Time: 3252.28 ms
[2022-03-12 07:26:26 main:574] : INFO : Epoch 1871 | loss: 0.0309494 | val_loss: 0.0312918 | Time: 3295.08 ms
[2022-03-12 07:26:29 main:574] : INFO : Epoch 1872 | loss: 0.0309503 | val_loss: 0.0312827 | Time: 3263.5 ms
[2022-03-12 07:26:32 main:574] : INFO : Epoch 1873 | loss: 0.0309449 | val_loss: 0.0313358 | Time: 3285.31 ms
[2022-03-12 07:26:35 main:574] : INFO : Epoch 1874 | loss: 0.0309586 | val_loss: 0.0312842 | Time: 3267.74 ms
[2022-03-12 07:26:39 main:574] : INFO : Epoch 1875 | loss: 0.0309534 | val_loss: 0.0313257 | Time: 3265.01 ms
[2022-03-12 07:26:42 main:574] : INFO : Epoch 1876 | loss: 0.030948 | val_loss: 0.03129 | Time: 3243.21 ms
[2022-03-12 07:26:45 main:574] : INFO : Epoch 1877 | loss: 0.0309548 | val_loss: 0.0313327 | Time: 3232.39 ms
[2022-03-12 07:26:48 main:574] : INFO : Epoch 1878 | loss: 0.0309502 | val_loss: 0.0312915 | Time: 3306.41 ms
[2022-03-12 07:26:52 main:574] : INFO : Epoch 1879 | loss: 0.0309476 | val_loss: 0.0313187 | Time: 3265.71 ms
[2022-03-12 07:26:55 main:574] : INFO : Epoch 1880 | loss: 0.0309578 | val_loss: 0.0313379 | Time: 3266.88 ms
[2022-03-12 07:26:58 main:574] : INFO : Epoch 1881 | loss: 0.0309549 | val_loss: 0.0313056 | Time: 3302.53 ms
[2022-03-12 07:27:01 main:574] : INFO : Epoch 1882 | loss: 0.0309591 | val_loss: 0.0312751 | Time: 3216.24 ms
[2022-03-12 07:27:05 main:574] : INFO : Epoch 1883 | loss: 0.0309677 | val_loss: 0.0312661 | Time: 3275.34 ms
[2022-03-12 07:27:08 main:574] : INFO : Epoch 1884 | loss: 0.0309835 | val_loss: 0.0312832 | Time: 3266.71 ms
[2022-03-12 07:27:11 main:574] : INFO : Epoch 1885 | loss: 0.0309652 | val_loss: 0.0312822 | Time: 3258.23 ms
[2022-03-12 07:27:15 main:574] : INFO : Epoch 1886 | loss: 0.0309491 | val_loss: 0.0313118 | Time: 3227.38 ms
[2022-03-12 07:27:18 main:574] : INFO : Epoch 1887 | loss: 0.0309412 | val_loss: 0.0312928 | Time: 3289.61 ms
[2022-03-12 07:27:21 main:574] : INFO : Epoch 1888 | loss: 0.0309491 | val_loss: 0.0312975 | Time: 3254.01 ms
[2022-03-12 07:27:24 main:574] : INFO : Epoch 1889 | loss: 0.03095 | val_loss: 0.0313261 | Time: 3292.14 ms
[2022-03-12 07:27:28 main:574] : INFO : Epoch 1890 | loss: 0.0309475 | val_loss: 0.0313448 | Time: 3271.92 ms
[2022-03-12 07:27:31 main:574] : INFO : Epoch 1891 | loss: 0.030946 | val_loss: 0.031316 | Time: 3281.84 ms
[2022-03-12 07:27:34 main:574] : INFO : Epoch 1892 | loss: 0.0309639 | val_loss: 0.0313253 | Time: 3284.6 ms
[2022-03-12 07:27:37 main:574] : INFO : Epoch 1893 | loss: 0.030947 | val_loss: 0.0312911 | Time: 3236.21 ms
[2022-03-12 07:27:41 main:574] : INFO : Epoch 1894 | loss: 0.0309411 | val_loss: 0.0313038 | Time: 3229.23 ms
[2022-03-12 07:27:44 main:574] : INFO : Epoch 1895 | loss: 0.0309429 | val_loss: 0.0312926 | Time: 3286.07 ms
[2022-03-12 07:27:47 main:574] : INFO : Epoch 1896 | loss: 0.0309507 | val_loss: 0.0312889 | Time: 3320.18 ms
[2022-03-12 07:27:51 main:574] : INFO : Epoch 1897 | loss: 0.0309457 | val_loss: 0.0313079 | Time: 3250.86 ms
[2022-03-12 07:27:54 main:574] : INFO : Epoch 1898 | loss: 0.0309494 | val_loss: 0.0313237 | Time: 3282.54 ms
[2022-03-12 07:27:57 main:574] : INFO : Epoch 1899 | loss: 0.0309468 | val_loss: 0.0313265 | Time: 3243.14 ms
[2022-03-12 07:28:00 main:574] : INFO : Epoch 1900 | loss: 0.0309409 | val_loss: 0.0313078 | Time: 3238.5 ms
[2022-03-12 07:28:04 main:574] : INFO : Epoch 1901 | loss: 0.0309485 | val_loss: 0.0312783 | Time: 3295.81 ms
[2022-03-12 07:28:07 main:574] : INFO : Epoch 1902 | loss: 0.0309506 | val_loss: 0.0313241 | Time: 3313.93 ms
[2022-03-12 07:28:10 main:574] : INFO : Epoch 1903 | loss: 0.0309704 | val_loss: 0.0313017 | Time: 3295.72 ms
[2022-03-12 07:28:13 main:574] : INFO : Epoch 1904 | loss: 0.0309811 | val_loss: 0.0312527 | Time: 3253.07 ms
[2022-03-12 07:28:17 main:574] : INFO : Epoch 1905 | loss: 0.0309932 | val_loss: 0.0312793 | Time: 3281.9 ms
[2022-03-12 07:28:20 main:574] : INFO : Epoch 1906 | loss: 0.0309635 | val_loss: 0.0313236 | Time: 3326.77 ms
[2022-03-12 07:28:23 main:574] : INFO : Epoch 1907 | loss: 0.030956 | val_loss: 0.0313302 | Time: 3235.13 ms
[2022-03-12 07:28:27 main:574] : INFO : Epoch 1908 | loss: 0.0309567 | val_loss: 0.0313204 | Time: 3265.19 ms
[2022-03-12 07:28:30 main:574] : INFO : Epoch 1909 | loss: 0.0309579 | val_loss: 0.0312703 | Time: 3230.16 ms
[2022-03-12 07:28:33 main:574] : INFO : Epoch 1910 | loss: 0.0309653 | val_loss: 0.0312716 | Time: 3282.16 ms
[2022-03-12 07:28:36 main:574] : INFO : Epoch 1911 | loss: 0.0309503 | val_loss: 0.0313081 | Time: 3234.8 ms
[2022-03-12 07:28:40 main:574] : INFO : Epoch 1912 | loss: 0.0309471 | val_loss: 0.0312844 | Time: 3262.55 ms
[2022-03-12 07:28:43 main:574] : INFO : Epoch 1913 | loss: 0.0309463 | val_loss: 0.0313259 | Time: 3260.88 ms
[2022-03-12 07:28:46 main:574] : INFO : Epoch 1914 | loss: 0.0309493 | val_loss: 0.0313021 | Time: 3301.62 ms
[2022-03-12 07:28:49 main:574] : INFO : Epoch 1915 | loss: 0.0309496 | val_loss: 0.0313301 | Time: 3179.89 ms
[2022-03-12 07:28:53 main:574] : INFO : Epoch 1916 | loss: 0.0309538 | val_loss: 0.0312845 | Time: 3234.74 ms
[2022-03-12 07:28:56 main:574] : INFO : Epoch 1917 | loss: 0.0309539 | val_loss: 0.0313072 | Time: 3228.11 ms
[2022-03-12 07:28:59 main:574] : INFO : Epoch 1918 | loss: 0.0309489 | val_loss: 0.0313236 | Time: 3249.47 ms
[2022-03-12 07:29:02 main:574] : INFO : Epoch 1919 | loss: 0.0309624 | val_loss: 0.0312688 | Time: 3249.57 ms
[2022-03-12 07:29:06 main:574] : INFO : Epoch 1920 | loss: 0.0309609 | val_loss: 0.0313175 | Time: 3308.76 ms
[2022-03-12 07:29:09 main:574] : INFO : Epoch 1921 | loss: 0.030956 | val_loss: 0.0312942 | Time: 3242.53 ms
[2022-03-12 07:29:12 main:574] : INFO : Epoch 1922 | loss: 0.0309464 | val_loss: 0.0313115 | Time: 3348.28 ms
[2022-03-12 07:29:16 main:574] : INFO : Epoch 1923 | loss: 0.0309437 | val_loss: 0.0312933 | Time: 3309.22 ms
[2022-03-12 07:29:19 main:574] : INFO : Epoch 1924 | loss: 0.030958 | val_loss: 0.0312967 | Time: 3310.02 ms
[2022-03-12 07:29:22 main:574] : INFO : Epoch 1925 | loss: 0.0309468 | val_loss: 0.0312978 | Time: 3258.79 ms
[2022-03-12 07:29:25 main:574] : INFO : Epoch 1926 | loss: 0.0309584 | val_loss: 0.0313224 | Time: 3314.41 ms
[2022-03-12 07:29:29 main:574] : INFO : Epoch 1927 | loss: 0.0309649 | val_loss: 0.0312684 | Time: 3262.84 ms
[2022-03-12 07:29:32 main:574] : INFO : Epoch 1928 | loss: 0.0309727 | val_loss: 0.0312801 | Time: 3288.11 ms
[2022-03-12 07:29:35 main:574] : INFO : Epoch 1929 | loss: 0.0309551 | val_loss: 0.0313048 | Time: 3271.75 ms
[2022-03-12 07:29:39 main:574] : INFO : Epoch 1930 | loss: 0.0309527 | val_loss: 0.0313139 | Time: 3242.22 ms
[2022-03-12 07:29:42 main:574] : INFO : Epoch 1931 | loss: 0.0309475 | val_loss: 0.031288 | Time: 3289.56 ms
[2022-03-12 07:29:45 main:574] : INFO : Epoch 1932 | loss: 0.0309574 | val_loss: 0.0312957 | Time: 3331.28 ms
[2022-03-12 07:29:48 main:574] : INFO : Epoch 1933 | loss: 0.0309624 | val_loss: 0.0313279 | Time: 3254.65 ms
[2022-03-12 07:29:52 main:574] : INFO : Epoch 1934 | loss: 0.0309478 | val_loss: 0.0313148 | Time: 3257.36 ms
[2022-03-12 07:29:55 main:574] : INFO : Epoch 1935 | loss: 0.0309432 | val_loss: 0.0312936 | Time: 3231.09 ms
[2022-03-12 07:29:58 main:574] : INFO : Epoch 1936 | loss: 0.0309379 | val_loss: 0.0312973 | Time: 3280.45 ms
[2022-03-12 07:30:02 main:574] : INFO : Epoch 1937 | loss: 0.0309391 | val_loss: 0.0313073 | Time: 3316.46 ms
[2022-03-12 07:30:05 main:574] : INFO : Epoch 1938 | loss: 0.0309378 | val_loss: 0.0313166 | Time: 3251.53 ms
[2022-03-12 07:30:08 main:574] : INFO : Epoch 1939 | loss: 0.0309523 | val_loss: 0.0313259 | Time: 3304.87 ms
[2022-03-12 07:30:11 main:574] : INFO : Epoch 1940 | loss: 0.0309566 | val_loss: 0.0313011 | Time: 3257.31 ms
[2022-03-12 07:30:15 main:574] : INFO : Epoch 1941 | loss: 0.0309714 | val_loss: 0.0313211 | Time: 3325.26 ms
[2022-03-12 07:30:18 main:574] : INFO : Epoch 1942 | loss: 0.0309579 | val_loss: 0.0313448 | Time: 3294.95 ms
[2022-03-12 07:30:21 main:574] : INFO : Epoch 1943 | loss: 0.0309492 | val_loss: 0.0312869 | Time: 3260.66 ms
[2022-03-12 07:30:25 main:574] : INFO : Epoch 1944 | loss: 0.0309464 | val_loss: 0.0313349 | Time: 3260.98 ms
[2022-03-12 07:30:28 main:574] : INFO : Epoch 1945 | loss: 0.0309507 | val_loss: 0.0313187 | Time: 3281.57 ms
[2022-03-12 07:30:31 main:574] : INFO : Epoch 1946 | loss: 0.0309726 | val_loss: 0.0312942 | Time: 3260.2 ms
[2022-03-12 07:30:34 main:574] : INFO : Epoch 1947 | loss: 0.0309716 | val_loss: 0.0312913 | Time: 3244.23 ms
[2022-03-12 07:30:38 main:574] : INFO : Epoch 1948 | loss: 0.0309582 | val_loss: 0.0313145 | Time: 3192.98 ms
[2022-03-12 07:30:41 main:574] : INFO : Epoch 1949 | loss: 0.0309436 | val_loss: 0.031298 | Time: 3308.61 ms
[2022-03-12 07:30:44 main:574] : INFO : Epoch 1950 | loss: 0.0309564 | val_loss: 0.0313296 | Time: 3327.03 ms
[2022-03-12 07:30:47 main:574] : INFO : Epoch 1951 | loss: 0.0309522 | val_loss: 0.0312711 | Time: 3226.22 ms
[2022-03-12 07:30:51 main:574] : INFO : Epoch 1952 | loss: 0.0309637 | val_loss: 0.031285 | Time: 3301.66 ms
[2022-03-12 07:30:54 main:574] : INFO : Epoch 1953 | loss: 0.0309563 | val_loss: 0.0312934 | Time: 3226.88 ms
[2022-03-12 07:30:57 main:574] : INFO : Epoch 1954 | loss: 0.0309653 | val_loss: 0.0313045 | Time: 3266.02 ms
[2022-03-12 07:31:00 main:574] : INFO : Epoch 1955 | loss: 0.0309645 | val_loss: 0.03132 | Time: 3224.2 ms
[2022-03-12 07:31:04 main:574] : INFO : Epoch 1956 | loss: 0.0309588 | val_loss: 0.031277 | Time: 3254.52 ms
[2022-03-12 07:31:07 main:574] : INFO : Epoch 1957 | loss: 0.0309573 | val_loss: 0.0313345 | Time: 3260.41 ms
[2022-03-12 07:31:10 main:574] : INFO : Epoch 1958 | loss: 0.0309546 | val_loss: 0.0312849 | Time: 3237.9 ms
[2022-03-12 07:31:13 main:574] : INFO : Epoch 1959 | loss: 0.0309502 | val_loss: 0.0313116 | Time: 3273.96 ms
[2022-03-12 07:31:17 main:574] : INFO : Epoch 1960 | loss: 0.0309456 | val_loss: 0.0313057 | Time: 3190.38 ms
[2022-03-12 07:31:20 main:574] : INFO : Epoch 1961 | loss: 0.0309439 | val_loss: 0.0313091 | Time: 3235.51 ms
[2022-03-12 07:31:23 main:574] : INFO : Epoch 1962 | loss: 0.0309449 | val_loss: 0.0312611 | Time: 3238.96 ms
[2022-03-12 07:31:26 main:574] : INFO : Epoch 1963 | loss: 0.0309474 | val_loss: 0.031338 | Time: 3279.56 ms
[2022-03-12 07:31:30 main:574] : INFO : Epoch 1964 | loss: 0.0309419 | val_loss: 0.0313083 | Time: 3217.23 ms
[2022-03-12 07:31:33 main:574] : INFO : Epoch 1965 | loss: 0.0309611 | val_loss: 0.0313253 | Time: 3289.86 ms
[2022-03-12 07:31:36 main:574] : INFO : Epoch 1966 | loss: 0.030955 | val_loss: 0.0313257 | Time: 3286.5 ms
[2022-03-12 07:31:40 main:574] : INFO : Epoch 1967 | loss: 0.0309518 | val_loss: 0.0313047 | Time: 3287.72 ms
[2022-03-12 07:31:43 main:574] : INFO : Epoch 1968 | loss: 0.0309602 | val_loss: 0.0312985 | Time: 3233.4 ms
[2022-03-12 07:31:46 main:574] : INFO : Epoch 1969 | loss: 0.0309633 | val_loss: 0.0312881 | Time: 3237.81 ms
[2022-03-12 07:31:49 main:574] : INFO : Epoch 1970 | loss: 0.0309597 | val_loss: 0.0313262 | Time: 3282.51 ms
[2022-03-12 07:31:53 main:574] : INFO : Epoch 1971 | loss: 0.0309507 | val_loss: 0.0312919 | Time: 3288.99 ms
[2022-03-12 07:31:56 main:574] : INFO : Epoch 1972 | loss: 0.0309432 | val_loss: 0.0312839 | Time: 3202.1 ms
[2022-03-12 07:31:59 main:574] : INFO : Epoch 1973 | loss: 0.0309506 | val_loss: 0.0312907 | Time: 3280.48 ms
[2022-03-12 07:32:02 main:574] : INFO : Epoch 1974 | loss: 0.030948 | val_loss: 0.031303 | Time: 3210.74 ms
[2022-03-12 07:32:06 main:574] : INFO : Epoch 1975 | loss: 0.0309453 | val_loss: 0.0313199 | Time: 3252.95 ms
[2022-03-12 07:32:09 main:574] : INFO : Epoch 1976 | loss: 0.0309442 | val_loss: 0.0313075 | Time: 3228.68 ms
[2022-03-12 07:32:12 main:574] : INFO : Epoch 1977 | loss: 0.0309493 | val_loss: 0.0312934 | Time: 3223.42 ms
[2022-03-12 07:32:15 main:574] : INFO : Epoch 1978 | loss: 0.0309614 | val_loss: 0.0312839 | Time: 3275.66 ms
[2022-03-12 07:32:19 main:574] : INFO : Epoch 1979 | loss: 0.0309545 | val_loss: 0.031314 | Time: 3276.13 ms
[2022-03-12 07:32:22 main:574] : INFO : Epoch 1980 | loss: 0.0309464 | val_loss: 0.0313108 | Time: 3294.15 ms
[2022-03-12 07:32:25 main:574] : INFO : Epoch 1981 | loss: 0.0309512 | val_loss: 0.0312941 | Time: 3288.44 ms
[2022-03-12 07:32:28 main:574] : INFO : Epoch 1982 | loss: 0.0309629 | val_loss: 0.0313072 | Time: 3259.62 ms
[2022-03-12 07:32:32 main:574] : INFO : Epoch 1983 | loss: 0.0309589 | val_loss: 0.0313257 | Time: 3278.17 ms
[2022-03-12 07:32:35 main:574] : INFO : Epoch 1984 | loss: 0.0309513 | val_loss: 0.0312817 | Time: 3216.48 ms
[2022-03-12 07:32:38 main:574] : INFO : Epoch 1985 | loss: 0.0309646 | val_loss: 0.0312935 | Time: 3274.17 ms
[2022-03-12 07:32:41 main:574] : INFO : Epoch 1986 | loss: 0.030954 | val_loss: 0.0312857 | Time: 3288.8 ms
[2022-03-12 07:32:45 main:574] : INFO : Epoch 1987 | loss: 0.0309523 | val_loss: 0.0312996 | Time: 3216.11 ms
[2022-03-12 07:32:48 main:574] : INFO : Epoch 1988 | loss: 0.0309576 | val_loss: 0.0313108 | Time: 3304.94 ms
[2022-03-12 07:32:51 main:574] : INFO : Epoch 1989 | loss: 0.0309553 | val_loss: 0.0312736 | Time: 3285.41 ms
[2022-03-12 07:32:55 main:574] : INFO : Epoch 1990 | loss: 0.030953 | val_loss: 0.0312897 | Time: 3225.93 ms
[2022-03-12 07:32:58 main:574] : INFO : Epoch 1991 | loss: 0.0309509 | val_loss: 0.0312799 | Time: 3280.46 ms
[2022-03-12 07:33:01 main:574] : INFO : Epoch 1992 | loss: 0.0309664 | val_loss: 0.0313209 | Time: 3249.35 ms
[2022-03-12 07:33:04 main:574] : INFO : Epoch 1993 | loss: 0.0309718 | val_loss: 0.0312857 | Time: 3239.92 ms
[2022-03-12 07:33:08 main:574] : INFO : Epoch 1994 | loss: 0.0309747 | val_loss: 0.0312642 | Time: 3297.78 ms
[2022-03-12 07:33:11 main:574] : INFO : Epoch 1995 | loss: 0.0309541 | val_loss: 0.0313233 | Time: 3246.39 ms
[2022-03-12 07:33:14 main:574] : INFO : Epoch 1996 | loss: 0.0309499 | val_loss: 0.0313082 | Time: 3289.25 ms
[2022-03-12 07:33:17 main:574] : INFO : Epoch 1997 | loss: 0.0309448 | val_loss: 0.0313289 | Time: 3291.26 ms
[2022-03-12 07:33:21 main:574] : INFO : Epoch 1998 | loss: 0.0309583 | val_loss: 0.0312866 | Time: 3259.03 ms
[2022-03-12 07:33:24 main:574] : INFO : Epoch 1999 | loss: 0.030952 | val_loss: 0.031335 | Time: 3277.87 ms
[2022-03-12 07:33:27 main:574] : INFO : Epoch 2000 | loss: 0.030937 | val_loss: 0.0312858 | Time: 3333.76 ms
[2022-03-12 07:33:31 main:574] : INFO : Epoch 2001 | loss: 0.0309401 | val_loss: 0.0313277 | Time: 3278.09 ms
[2022-03-12 07:33:34 main:574] : INFO : Epoch 2002 | loss: 0.0309554 | val_loss: 0.0313016 | Time: 3311.26 ms
[2022-03-12 07:33:37 main:574] : INFO : Epoch 2003 | loss: 0.030956 | val_loss: 0.0312934 | Time: 3214.53 ms
[2022-03-12 07:33:40 main:574] : INFO : Epoch 2004 | loss: 0.0309545 | val_loss: 0.0313054 | Time: 3254.84 ms
[2022-03-12 07:33:44 main:574] : INFO : Epoch 2005 | loss: 0.0309614 | val_loss: 0.0313018 | Time: 3287.1 ms
[2022-03-12 07:33:47 main:574] : INFO : Epoch 2006 | loss: 0.0309477 | val_loss: 0.0312976 | Time: 3247.91 ms
[2022-03-12 07:33:50 main:574] : INFO : Epoch 2007 | loss: 0.0309554 | val_loss: 0.0312979 | Time: 3284.76 ms
[2022-03-12 07:33:54 main:574] : INFO : Epoch 2008 | loss: 0.0309468 | val_loss: 0.0313019 | Time: 3299.24 ms
[2022-03-12 07:33:57 main:574] : INFO : Epoch 2009 | loss: 0.0309431 | val_loss: 0.0313231 | Time: 3299.69 ms
[2022-03-12 07:34:00 main:574] : INFO : Epoch 2010 | loss: 0.0309482 | val_loss: 0.0312904 | Time: 3232.17 ms
[2022-03-12 07:34:03 main:574] : INFO : Epoch 2011 | loss: 0.0309469 | val_loss: 0.0313251 | Time: 3270.59 ms
[2022-03-12 07:34:07 main:574] : INFO : Epoch 2012 | loss: 0.0309462 | val_loss: 0.0313017 | Time: 3278.1 ms
[2022-03-12 07:34:10 main:574] : INFO : Epoch 2013 | loss: 0.0309477 | val_loss: 0.0313088 | Time: 3268.1 ms
[2022-03-12 07:34:13 main:574] : INFO : Epoch 2014 | loss: 0.0309657 | val_loss: 0.031296 | Time: 3289.64 ms
[2022-03-12 07:34:16 main:574] : INFO : Epoch 2015 | loss: 0.0309511 | val_loss: 0.0312857 | Time: 3265.87 ms
[2022-03-12 07:34:20 main:574] : INFO : Epoch 2016 | loss: 0.0309466 | val_loss: 0.031297 | Time: 3248.74 ms
[2022-03-12 07:34:23 main:574] : INFO : Epoch 2017 | loss: 0.0309449 | val_loss: 0.0312814 | Time: 3281.09 ms
[2022-03-12 07:34:26 main:574] : INFO : Epoch 2018 | loss: 0.0309448 | val_loss: 0.0312918 | Time: 3267.81 ms
[2022-03-12 07:34:30 main:574] : INFO : Epoch 2019 | loss: 0.0309485 | val_loss: 0.0313162 | Time: 3271.79 ms
[2022-03-12 07:34:33 main:574] : INFO : Epoch 2020 | loss: 0.0309649 | val_loss: 0.0312865 | Time: 3243.2 ms
[2022-03-12 07:34:36 main:574] : INFO : Epoch 2021 | loss: 0.03096 | val_loss: 0.0313213 | Time: 3250.23 ms
[2022-03-12 07:34:39 main:574] : INFO : Epoch 2022 | loss: 0.0309537 | val_loss: 0.0313033 | Time: 3251.69 ms
[2022-03-12 07:34:43 main:574] : INFO : Epoch 2023 | loss: 0.0309648 | val_loss: 0.0312587 | Time: 3278.63 ms
[2022-03-12 07:34:46 main:574] : INFO : Epoch 2024 | loss: 0.0309924 | val_loss: 0.0312742 | Time: 3266.67 ms
[2022-03-12 07:34:49 main:574] : INFO : Epoch 2025 | loss: 0.0309712 | val_loss: 0.0312835 | Time: 3242.43 ms
[2022-03-12 07:34:52 main:574] : INFO : Epoch 2026 | loss: 0.030954 | val_loss: 0.0312668 | Time: 3240.94 ms
[2022-03-12 07:34:56 main:574] : INFO : Epoch 2027 | loss: 0.0309526 | val_loss: 0.0313267 | Time: 3248.66 ms
[2022-03-12 07:34:59 main:574] : INFO : Epoch 2028 | loss: 0.0309495 | val_loss: 0.031326 | Time: 3271.02 ms
[2022-03-12 07:35:02 main:574] : INFO : Epoch 2029 | loss: 0.0309527 | val_loss: 0.0313155 | Time: 3248.22 ms
[2022-03-12 07:35:05 main:574] : INFO : Epoch 2030 | loss: 0.0309576 | val_loss: 0.0313257 | Time: 3273.9 ms
[2022-03-12 07:35:09 main:574] : INFO : Epoch 2031 | loss: 0.0309432 | val_loss: 0.03133 | Time: 3285.29 ms
[2022-03-12 07:35:12 main:574] : INFO : Epoch 2032 | loss: 0.0309478 | val_loss: 0.0313361 | Time: 3285.28 ms
[2022-03-12 07:35:15 main:574] : INFO : Epoch 2033 | loss: 0.0309507 | val_loss: 0.0312896 | Time: 3266.9 ms
[2022-03-12 07:35:19 main:574] : INFO : Epoch 2034 | loss: 0.0309549 | val_loss: 0.0312666 | Time: 3269.04 ms
[2022-03-12 07:35:22 main:574] : INFO : Epoch 2035 | loss: 0.0309613 | val_loss: 0.0313614 | Time: 3271.31 ms
[2022-03-12 07:35:25 main:574] : INFO : Epoch 2036 | loss: 0.0309545 | val_loss: 0.0312698 | Time: 3282.33 ms
[2022-03-12 07:35:28 main:574] : INFO : Epoch 2037 | loss: 0.030956 | val_loss: 0.0313031 | Time: 3283.3 ms
[2022-03-12 07:35:32 main:574] : INFO : Epoch 2038 | loss: 0.0309642 | val_loss: 0.0312531 | Time: 3291.65 ms
[2022-03-12 07:35:35 main:574] : INFO : Epoch 2039 | loss: 0.0309737 | val_loss: 0.0313044 | Time: 3228.03 ms
[2022-03-12 07:35:38 main:574] : INFO : Epoch 2040 | loss: 0.0309573 | val_loss: 0.0313376 | Time: 3225.28 ms
[2022-03-12 07:35:41 main:574] : INFO : Epoch 2041 | loss: 0.0309522 | val_loss: 0.0313076 | Time: 3235.32 ms
[2022-03-12 07:35:45 main:574] : INFO : Epoch 2042 | loss: 0.0309554 | val_loss: 0.0313056 | Time: 3291.16 ms
[2022-03-12 07:35:48 main:574] : INFO : Epoch 2043 | loss: 0.0309535 | val_loss: 0.0313215 | Time: 3226.62 ms
[2022-03-12 07:35:51 main:574] : INFO : Epoch 2044 | loss: 0.0309548 | val_loss: 0.0312726 | Time: 3284.13 ms
[2022-03-12 07:35:54 main:574] : INFO : Epoch 2045 | loss: 0.0309844 | val_loss: 0.0312741 | Time: 3274.03 ms
[2022-03-12 07:35:58 main:574] : INFO : Epoch 2046 | loss: 0.0310082 | val_loss: 0.0312687 | Time: 3267.21 ms
[2022-03-12 07:36:01 main:574] : INFO : Epoch 2047 | loss: 0.0309688 | val_loss: 0.031304 | Time: 3202.75 ms
[2022-03-12 07:36:04 main:574] : INFO : Epoch 2048 | loss: 0.03095 | val_loss: 0.0312972 | Time: 3246.73 ms
[2022-03-12 07:36:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312972
[2022-03-12 07:36:04 main:603] : INFO : Saving end state to config to file
[2022-03-12 07:36:04 main:608] : INFO : Success, exiting..
07:36:04 (15820): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)