Task 14627483
| Name | ParityModified-1647048157-29154-3-0_2 |
| Workunit | 11617780 |
| Created | 22 Apr 2022, 18:18:44 UTC |
| Sent | 22 Apr 2022, 18:18:53 UTC |
| Report deadline | 30 Apr 2022, 18:18:53 UTC |
| Received | 22 Apr 2022, 21:28:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 2 hours 0 min 50 sec |
| CPU time | 1 hours 32 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 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: 0.0311475 | val_loss: 0.0311591 | Time: 3157.73 ms
[2022-04-22 22:42:23 main:574] : INFO : Epoch 1543 | loss: 0.0311457 | val_loss: 0.0311574 | Time: 3216.97 ms
[2022-04-22 22:42:27 main:574] : INFO : Epoch 1544 | loss: 0.031144 | val_loss: 0.0311613 | Time: 3439.78 ms
[2022-04-22 22:42:30 main:574] : INFO : Epoch 1545 | loss: 0.0311433 | val_loss: 0.0311604 | Time: 3149.45 ms
[2022-04-22 22:42:34 main:574] : INFO : Epoch 1546 | loss: 0.0311453 | val_loss: 0.031164 | Time: 3336.58 ms
[2022-04-22 22:42:37 main:574] : INFO : Epoch 1547 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 3051.35 ms
[2022-04-22 22:42:40 main:574] : INFO : Epoch 1548 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 3219.17 ms
[2022-04-22 22:42:43 main:574] : INFO : Epoch 1549 | loss: 0.0311432 | val_loss: 0.0311586 | Time: 3332.24 ms
[2022-04-22 22:42:47 main:574] : INFO : Epoch 1550 | loss: 0.0311434 | val_loss: 0.0311649 | Time: 3307.22 ms
[2022-04-22 22:42:50 main:574] : INFO : Epoch 1551 | loss: 0.0311433 | val_loss: 0.0311591 | Time: 3278.57 ms
[2022-04-22 22:42:54 main:574] : INFO : Epoch 1552 | loss: 0.0311447 | val_loss: 0.0311629 | Time: 3500.91 ms
[2022-04-22 22:42:57 main:574] : INFO : Epoch 1553 | loss: 0.0311461 | val_loss: 0.0311609 | Time: 3130.02 ms
[2022-04-22 22:43:00 main:574] : INFO : Epoch 1554 | loss: 0.0311468 | val_loss: 0.0311625 | Time: 3271.62 ms
[2022-04-22 22:43:04 main:574] : INFO : Epoch 1555 | loss: 0.0311493 | val_loss: 0.0311634 | Time: 3484.39 ms
[2022-04-22 22:43:07 main:574] : INFO : Epoch 1556 | loss: 0.0311482 | val_loss: 0.0311623 | Time: 3056.03 ms
[2022-04-22 22:43:10 main:574] : INFO : Epoch 1557 | loss: 0.0311457 | val_loss: 0.0311611 | Time: 3231.64 ms
[2022-04-22 22:43:13 main:574] : INFO : Epoch 1558 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 3237.96 ms
[2022-04-22 22:43:16 main:574] : INFO : Epoch 1559 | loss: 0.0311465 | val_loss: 0.0311617 | Time: 3123.06 ms
[2022-04-22 22:43:20 main:574] : INFO : Epoch 1560 | loss: 0.0311476 | val_loss: 0.0311597 | Time: 3396.15 ms
[2022-04-22 22:43:24 main:574] : INFO : Epoch 1561 | loss: 0.031146 | val_loss: 0.0311617 | Time: 3693.23 ms
[2022-04-22 22:43:27 main:574] : INFO : Epoch 1562 | loss: 0.0311433 | val_loss: 0.0311594 | Time: 3099.1 ms
[2022-04-22 22:43:30 main:574] : INFO : Epoch 1563 | loss: 0.0311425 | val_loss: 0.0311584 | Time: 3406.09 ms
[2022-04-22 22:43:34 main:574] : INFO : Epoch 1564 | loss: 0.0311431 | val_loss: 0.031161 | Time: 3524.41 ms
[2022-04-22 22:43:37 main:574] : INFO : Epoch 1565 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 3149.78 ms
[2022-04-22 22:43:40 main:574] : INFO : Epoch 1566 | loss: 0.0311436 | val_loss: 0.0311604 | Time: 3222.36 ms
[2022-04-22 22:43:44 main:574] : INFO : Epoch 1567 | loss: 0.0311426 | val_loss: 0.0311603 | Time: 3161.88 ms
[2022-04-22 22:43:47 main:574] : INFO : Epoch 1568 | loss: 0.0311414 | val_loss: 0.0311601 | Time: 3325.49 ms
[2022-04-22 22:43:50 main:574] : INFO : Epoch 1569 | loss: 0.0311438 | val_loss: 0.0311693 | Time: 3205 ms
[2022-04-22 22:43:54 main:574] : INFO : Epoch 1570 | loss: 0.0311466 | val_loss: 0.0311598 | Time: 3161.51 ms
[2022-04-22 22:43:57 main:574] : INFO : Epoch 1571 | loss: 0.0311441 | val_loss: 0.0311593 | Time: 3358.55 ms
[2022-04-22 22:44:00 main:574] : INFO : Epoch 1572 | loss: 0.031141 | val_loss: 0.0311582 | Time: 3390.53 ms
[2022-04-22 22:44:03 main:574] : INFO : Epoch 1573 | loss: 0.0311399 | val_loss: 0.0311593 | Time: 3069.3 ms
[2022-04-22 22:44:07 main:574] : INFO : Epoch 1574 | loss: 0.0311406 | val_loss: 0.0311603 | Time: 3325.26 ms
[2022-04-22 22:44:10 main:574] : INFO : Epoch 1575 | loss: 0.0311436 | val_loss: 0.0311639 | Time: 3090.96 ms
[2022-04-22 22:44:13 main:574] : INFO : Epoch 1576 | loss: 0.0311422 | val_loss: 0.0311615 | Time: 3290.27 ms
[2022-04-22 22:44:17 main:574] : INFO : Epoch 1577 | loss: 0.0311425 | val_loss: 0.0311654 | Time: 3472.85 ms
[2022-04-22 22:44:20 main:574] : INFO : Epoch 1578 | loss: 0.031143 | val_loss: 0.0311651 | Time: 3217.8 ms
[2022-04-22 22:44:23 main:574] : INFO : Epoch 1579 | loss: 0.0311418 | val_loss: 0.0311635 | Time: 3163.45 ms
[2022-04-22 22:44:27 main:574] : INFO : Epoch 1580 | loss: 0.0311402 | val_loss: 0.0311632 | Time: 3280.76 ms
[2022-04-22 22:44:30 main:574] : INFO : Epoch 1581 | loss: 0.0311415 | val_loss: 0.031162 | Time: 3266.15 ms
[2022-04-22 22:44:33 main:574] : INFO : Epoch 1582 | loss: 0.0311417 | val_loss: 0.0311594 | Time: 3409.28 ms
[2022-04-22 22:44:37 main:574] : INFO : Epoch 1583 | loss: 0.0311396 | val_loss: 0.031158 | Time: 3380.12 ms
[2022-04-22 22:44:40 main:574] : INFO : Epoch 1584 | loss: 0.0311397 | val_loss: 0.0311587 | Time: 3226.22 ms
[2022-04-22 22:44:43 main:574] : INFO : Epoch 1585 | loss: 0.0311395 | val_loss: 0.0311692 | Time: 3327.37 ms
[2022-04-22 22:44:47 main:574] : INFO : Epoch 1586 | loss: 0.0311404 | val_loss: 0.0311713 | Time: 3368.33 ms
[2022-04-22 22:44:51 main:574] : INFO : Epoch 1587 | loss: 0.0311421 | val_loss: 0.0311671 | Time: 3400.32 ms
[2022-04-22 22:44:54 main:574] : INFO : Epoch 1588 | loss: 0.0311429 | val_loss: 0.0311663 | Time: 3334.25 ms
[2022-04-22 22:44:58 main:574] : INFO : Epoch 1589 | loss: 0.0311439 | val_loss: 0.0311641 | Time: 3479.68 ms
[2022-04-22 22:45:01 main:574] : INFO : Epoch 1590 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 3334.58 ms
[2022-04-22 22:45:05 main:574] : INFO : Epoch 1591 | loss: 0.0311434 | val_loss: 0.0311653 | Time: 3405.49 ms
[2022-04-22 22:45:08 main:574] : INFO : Epoch 1592 | loss: 0.0311443 | val_loss: 0.0311687 | Time: 3314.4 ms
[2022-04-22 22:45:11 main:574] : INFO : Epoch 1593 | loss: 0.0311441 | val_loss: 0.0311633 | Time: 3113.62 ms
[2022-04-22 22:45:15 main:574] : INFO : Epoch 1594 | loss: 0.0311427 | val_loss: 0.0311627 | Time: 3345.42 ms
[2022-04-22 22:45:18 main:574] : INFO : Epoch 1595 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 3379.75 ms
[2022-04-22 22:45:21 main:574] : INFO : Epoch 1596 | loss: 0.0311423 | val_loss: 0.0311618 | Time: 3077.08 ms
[2022-04-22 22:45:25 main:574] : INFO : Epoch 1597 | loss: 0.0311406 | val_loss: 0.03116 | Time: 3339.59 ms
[2022-04-22 22:45:28 main:574] : INFO : Epoch 1598 | loss: 0.0311397 | val_loss: 0.0311626 | Time: 3282.97 ms
[2022-04-22 22:45:31 main:574] : INFO : Epoch 1599 | loss: 0.0311401 | val_loss: 0.0311628 | Time: 3209.38 ms
[2022-04-22 22:45:35 main:574] : INFO : Epoch 1600 | loss: 0.0311378 | val_loss: 0.0311593 | Time: 3467.86 ms
[2022-04-22 22:45:38 main:574] : INFO : Epoch 1601 | loss: 0.0311391 | val_loss: 0.031165 | Time: 3158.35 ms
[2022-04-22 22:45:42 main:574] : INFO : Epoch 1602 | loss: 0.0311376 | val_loss: 0.0311652 | Time: 3260.98 ms
[2022-04-22 22:45:45 main:574] : INFO : Epoch 1603 | loss: 0.0311399 | val_loss: 0.031164 | Time: 3408.74 ms
[2022-04-22 22:45:48 main:574] : INFO : Epoch 1604 | loss: 0.0311444 | val_loss: 0.0311672 | Time: 3258.97 ms
[2022-04-22 22:45:52 main:574] : INFO : Epoch 1605 | loss: 0.0311438 | val_loss: 0.0311617 | Time: 3260.72 ms
[2022-04-22 22:45:55 main:574] : INFO : Epoch 1606 | loss: 0.0311431 | val_loss: 0.0311716 | Time: 3437.2 ms
[2022-04-22 22:45:58 main:574] : INFO : Epoch 1607 | loss: 0.0311434 | val_loss: 0.0311748 | Time: 3339.47 ms
[2022-04-22 22:46:02 main:574] : INFO : Epoch 1608 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 3155.34 ms
[2022-04-22 22:46:05 main:574] : INFO : Epoch 1609 | loss: 0.0311463 | val_loss: 0.0311661 | Time: 3271.27 ms
[2022-04-22 22:46:08 main:574] : INFO : Epoch 1610 | loss: 0.0311439 | val_loss: 0.0311661 | Time: 3174.68 ms
[2022-04-22 22:46:11 main:574] : INFO : Epoch 1611 | loss: 0.0311433 | val_loss: 0.0311632 | Time: 3181.29 ms
[2022-04-22 22:46:15 main:574] : INFO : Epoch 1612 | loss: 0.0311425 | val_loss: 0.0311627 | Time: 3115.82 ms
[2022-04-22 22:46:18 main:574] : INFO : Epoch 1613 | loss: 0.0311413 | val_loss: 0.0311675 | Time: 3483.48 ms
[2022-04-22 22:46:21 main:574] : INFO : Epoch 1614 | loss: 0.0311426 | val_loss: 0.0311605 | Time: 3269.25 ms
[2022-04-22 22:46:35 main:574] : INFO : Epoch 1615 | loss: 0.0311427 | val_loss: 0.0311779 | Time: 13492.9 ms
[2022-04-22 22:46:38 main:574] : INFO : Epoch 1616 | loss: 0.0311435 | val_loss: 0.0311601 | Time: 3285.31 ms
[2022-04-22 22:46:42 main:574] : INFO : Epoch 1617 | loss: 0.0311432 | val_loss: 0.0311592 | Time: 3311.67 ms
[2022-04-22 22:46:45 main:574] : INFO : Epoch 1618 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 2979.34 ms
[2022-04-22 22:46:48 main:574] : INFO : Epoch 1619 | loss: 0.0311433 | val_loss: 0.0311642 | Time: 3235.06 ms
[2022-04-22 22:46:51 main:574] : INFO : Epoch 1620 | loss: 0.0311436 | val_loss: 0.0311593 | Time: 3187.66 ms
[2022-04-22 22:46:54 main:574] : INFO : Epoch 1621 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 3017.76 ms
[2022-04-22 22:46:58 main:574] : INFO : Epoch 1622 | loss: 0.0311411 | val_loss: 0.0311606 | Time: 3361.4 ms
[2022-04-22 22:47:02 main:574] : INFO : Epoch 1623 | loss: 0.0311399 | val_loss: 0.0311598 | Time: 3805.52 ms
[2022-04-22 22:47:05 main:574] : INFO : Epoch 1624 | loss: 0.0311405 | val_loss: 0.0311601 | Time: 3580.95 ms
[2022-04-22 22:47:09 main:574] : INFO : Epoch 1625 | loss: 0.0311397 | val_loss: 0.0311577 | Time: 3807.83 ms
[2022-04-22 22:47:12 main:574] : INFO : Epoch 1626 | loss: 0.031139 | val_loss: 0.0311585 | Time: 3292.63 ms
[2022-04-22 22:47:16 main:574] : INFO : Epoch 1627 | loss: 0.0311397 | val_loss: 0.0311597 | Time: 3234.69 ms
[2022-04-22 22:47:19 main:574] : INFO : Epoch 1628 | loss: 0.0311407 | val_loss: 0.0311649 | Time: 3143.18 ms
[2022-04-22 22:47:22 main:574] : INFO : Epoch 1629 | loss: 0.0311415 | val_loss: 0.0311618 | Time: 3250.65 ms
[2022-04-22 22:47:25 main:574] : INFO : Epoch 1630 | loss: 0.0311398 | val_loss: 0.0311734 | Time: 2983.97 ms
[2022-04-22 22:47:29 main:574] : INFO : Epoch 1631 | loss: 0.0311407 | val_loss: 0.0311703 | Time: 3166.63 ms
[2022-04-22 22:47:32 main:574] : INFO : Epoch 1632 | loss: 0.0311381 | val_loss: 0.0311605 | Time: 3246.79 ms
[2022-04-22 22:47:35 main:574] : INFO : Epoch 1633 | loss: 0.0311369 | val_loss: 0.0311682 | Time: 3391.71 ms
[2022-04-22 22:47:39 main:574] : INFO : Epoch 1634 | loss: 0.0311403 | val_loss: 0.0311644 | Time: 3262.47 ms
[2022-04-22 22:47:42 main:574] : INFO : Epoch 1635 | loss: 0.0311416 | val_loss: 0.0311601 | Time: 3094.99 ms
[2022-04-22 22:47:45 main:574] : INFO : Epoch 1636 | loss: 0.0311405 | val_loss: 0.0311676 | Time: 3091.6 ms
[2022-04-22 22:47:48 main:574] : INFO : Epoch 1637 | loss: 0.0311416 | val_loss: 0.0311575 | Time: 3240.25 ms
[2022-04-22 22:47:52 main:574] : INFO : Epoch 1638 | loss: 0.03114 | val_loss: 0.0311608 | Time: 3126.3 ms
[2022-04-22 22:47:55 main:574] : INFO : Epoch 1639 | loss: 0.0311397 | val_loss: 0.0311603 | Time: 3385.16 ms
[2022-04-22 22:47:58 main:574] : INFO : Epoch 1640 | loss: 0.0311391 | val_loss: 0.0311692 | Time: 3169.2 ms
[2022-04-22 22:48:02 main:574] : INFO : Epoch 1641 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 3296.85 ms
[2022-04-22 22:48:05 main:574] : INFO : Epoch 1642 | loss: 0.031139 | val_loss: 0.0311584 | Time: 2998.97 ms
[2022-04-22 22:48:08 main:574] : INFO : Epoch 1643 | loss: 0.0311368 | val_loss: 0.0311576 | Time: 3414.84 ms
[2022-04-22 22:48:12 main:574] : INFO : Epoch 1644 | loss: 0.0311365 | val_loss: 0.0311641 | Time: 3535.59 ms
[2022-04-22 22:48:15 main:574] : INFO : Epoch 1645 | loss: 0.0311373 | val_loss: 0.0311597 | Time: 3034.23 ms
[2022-04-22 22:48:18 main:574] : INFO : Epoch 1646 | loss: 0.0311383 | val_loss: 0.0311614 | Time: 3327.63 ms
[2022-04-22 22:48:21 main:574] : INFO : Epoch 1647 | loss: 0.031137 | val_loss: 0.0311721 | Time: 3170.68 ms
[2022-04-22 22:48:25 main:574] : INFO : Epoch 1648 | loss: 0.031139 | val_loss: 0.0311611 | Time: 3299.2 ms
[2022-04-22 22:48:28 main:574] : INFO : Epoch 1649 | loss: 0.0311411 | val_loss: 0.0311632 | Time: 2927.84 ms
[2022-04-22 22:48:31 main:574] : INFO : Epoch 1650 | loss: 0.0311394 | val_loss: 0.0311612 | Time: 3408.04 ms
[2022-04-22 22:48:34 main:574] : INFO : Epoch 1651 | loss: 0.0311385 | val_loss: 0.0311605 | Time: 3168.8 ms
[2022-04-22 22:48:38 main:574] : INFO : Epoch 1652 | loss: 0.0311387 | val_loss: 0.0311606 | Time: 3490.56 ms
[2022-04-22 22:48:42 main:574] : INFO : Epoch 1653 | loss: 0.0311405 | val_loss: 0.0311602 | Time: 3583.6 ms
[2022-04-22 22:48:45 main:574] : INFO : Epoch 1654 | loss: 0.0311379 | val_loss: 0.0311643 | Time: 3117.15 ms
[2022-04-22 22:48:48 main:574] : INFO : Epoch 1655 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 3330.73 ms
[2022-04-22 22:48:52 main:574] : INFO : Epoch 1656 | loss: 0.0311394 | val_loss: 0.0311589 | Time: 3154.06 ms
[2022-04-22 22:48:55 main:574] : INFO : Epoch 1657 | loss: 0.0311394 | val_loss: 0.031174 | Time: 3368.01 ms
[2022-04-22 22:48:58 main:574] : INFO : Epoch 1658 | loss: 0.0311393 | val_loss: 0.0311619 | Time: 3205.06 ms
[2022-04-22 22:49:02 main:574] : INFO : Epoch 1659 | loss: 0.0311369 | val_loss: 0.0311603 | Time: 3358.78 ms
[2022-04-22 22:49:05 main:574] : INFO : Epoch 1660 | loss: 0.0311363 | val_loss: 0.0311597 | Time: 3101.68 ms
[2022-04-22 22:49:08 main:574] : INFO : Epoch 1661 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 3563.02 ms
[2022-04-22 22:49:12 main:574] : INFO : Epoch 1662 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 3468.08 ms
[2022-04-22 22:49:16 main:574] : INFO : Epoch 1663 | loss: 0.0311368 | val_loss: 0.0311661 | Time: 3638.6 ms
[2022-04-22 22:49:20 main:574] : INFO : Epoch 1664 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 3834.42 ms
[2022-04-22 22:49:24 main:574] : INFO : Epoch 1665 | loss: 0.0311366 | val_loss: 0.0311618 | Time: 3928.57 ms
[2022-04-22 22:49:28 main:574] : INFO : Epoch 1666 | loss: 0.0311365 | val_loss: 0.0311678 | Time: 3867.39 ms
[2022-04-22 22:49:32 main:574] : INFO : Epoch 1667 | loss: 0.0311363 | val_loss: 0.0311697 | Time: 4207.81 ms
[2022-04-22 22:49:36 main:574] : INFO : Epoch 1668 | loss: 0.0311369 | val_loss: 0.0311638 | Time: 3697.22 ms
[2022-04-22 22:49:40 main:574] : INFO : Epoch 1669 | loss: 0.0311361 | val_loss: 0.0311627 | Time: 3771.53 ms
[2022-04-22 22:49:43 main:574] : INFO : Epoch 1670 | loss: 0.0311349 | val_loss: 0.031168 | Time: 3386.52 ms
[2022-04-22 22:49:47 main:574] : INFO : Epoch 1671 | loss: 0.0311369 | val_loss: 0.0311608 | Time: 3409.36 ms
[2022-04-22 22:49:51 main:574] : INFO : Epoch 1672 | loss: 0.0311397 | val_loss: 0.0311637 | Time: 3808.74 ms
[2022-04-22 22:49:55 main:574] : INFO : Epoch 1673 | loss: 0.0311407 | val_loss: 0.031164 | Time: 3855.77 ms
[2022-04-22 22:49:59 main:574] : INFO : Epoch 1674 | loss: 0.0311372 | val_loss: 0.0311605 | Time: 3854.39 ms
[2022-04-22 22:50:02 main:574] : INFO : Epoch 1675 | loss: 0.0311355 | val_loss: 0.0311587 | Time: 3511.55 ms
[2022-04-22 22:50:06 main:574] : INFO : Epoch 1676 | loss: 0.0311356 | val_loss: 0.0311616 | Time: 3623.91 ms
[2022-04-22 22:50:10 main:574] : INFO : Epoch 1677 | loss: 0.0311357 | val_loss: 0.03116 | Time: 3690.8 ms
[2022-04-22 22:50:13 main:574] : INFO : Epoch 1678 | loss: 0.0311355 | val_loss: 0.0311617 | Time: 3726.37 ms
[2022-04-22 22:50:17 main:574] : INFO : Epoch 1679 | loss: 0.0311349 | val_loss: 0.0311645 | Time: 3817.6 ms
[2022-04-22 22:50:21 main:574] : INFO : Epoch 1680 | loss: 0.0311342 | val_loss: 0.0311674 | Time: 3899.4 ms
[2022-04-22 22:50:25 main:574] : INFO : Epoch 1681 | loss: 0.0311367 | val_loss: 0.0311672 | Time: 3615.12 ms
[2022-04-22 22:50:29 main:574] : INFO : Epoch 1682 | loss: 0.0311354 | val_loss: 0.031169 | Time: 3460.68 ms
[2022-04-22 22:50:33 main:574] : INFO : Epoch 1683 | loss: 0.0311342 | val_loss: 0.0311686 | Time: 4200.08 ms
[2022-04-22 22:50:37 main:574] : INFO : Epoch 1684 | loss: 0.0311396 | val_loss: 0.0311627 | Time: 3712.83 ms
[2022-04-22 22:50:40 main:574] : INFO : Epoch 1685 | loss: 0.0311403 | val_loss: 0.0311625 | Time: 3650.16 ms
[2022-04-22 22:50:44 main:574] : INFO : Epoch 1686 | loss: 0.0311394 | val_loss: 0.0311674 | Time: 3391.37 ms
[2022-04-22 22:50:48 main:574] : INFO : Epoch 1687 | loss: 0.0311401 | val_loss: 0.0311637 | Time: 3652.26 ms
[2022-04-22 22:50:51 main:574] : INFO : Epoch 1688 | loss: 0.0311401 | val_loss: 0.0311631 | Time: 3533.46 ms
[2022-04-22 22:50:55 main:574] : INFO : Epoch 1689 | loss: 0.0311409 | val_loss: 0.0311672 | Time: 3542.84 ms
[2022-04-22 22:50:58 main:574] : INFO : Epoch 1690 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 3515.13 ms
[2022-04-22 22:51:02 main:574] : INFO : Epoch 1691 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 3536.06 ms
[2022-04-22 22:51:05 main:574] : INFO : Epoch 1692 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 3405.13 ms
[2022-04-22 22:51:09 main:574] : INFO : Epoch 1693 | loss: 0.0342494 | val_loss: 0.0324391 | Time: 3250.42 ms
[2022-04-22 22:51:12 main:574] : INFO : Epoch 1694 | loss: 0.0322229 | val_loss: 0.0314413 | Time: 3663.74 ms
[2022-04-22 22:51:16 main:574] : INFO : Epoch 1695 | loss: 0.0312965 | val_loss: 0.0312253 | Time: 3523.5 ms
[2022-04-22 22:51:20 main:574] : INFO : Epoch 1696 | loss: 0.0312182 | val_loss: 0.0311987 | Time: 3525.3 ms
[2022-04-22 22:51:23 main:574] : INFO : Epoch 1697 | loss: 0.0311844 | val_loss: 0.0311713 | Time: 3391.22 ms
[2022-04-22 22:51:27 main:574] : INFO : Epoch 1698 | loss: 0.0311715 | val_loss: 0.0311666 | Time: 3334.21 ms
[2022-04-22 22:51:30 main:574] : INFO : Epoch 1699 | loss: 0.0311694 | val_loss: 0.0311673 | Time: 3080.44 ms
[2022-04-22 22:51:33 main:574] : INFO : Epoch 1700 | loss: 0.0311666 | val_loss: 0.0311675 | Time: 3349.67 ms
[2022-04-22 22:51:37 main:574] : INFO : Epoch 1701 | loss: 0.0311645 | val_loss: 0.0311639 | Time: 3354.06 ms
[2022-04-22 22:51:40 main:574] : INFO : Epoch 1702 | loss: 0.0311644 | val_loss: 0.0311626 | Time: 3134.92 ms
[2022-04-22 22:51:43 main:574] : INFO : Epoch 1703 | loss: 0.0311616 | val_loss: 0.0311639 | Time: 3555.86 ms
[2022-04-22 22:51:47 main:574] : INFO : Epoch 1704 | loss: 0.0311634 | val_loss: 0.0311641 | Time: 3219.64 ms
[2022-04-22 22:51:50 main:574] : INFO : Epoch 1705 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 3530.17 ms
[2022-04-22 22:51:54 main:574] : INFO : Epoch 1706 | loss: 0.0311615 | val_loss: 0.0311703 | Time: 3315.43 ms
[2022-04-22 22:51:57 main:574] : INFO : Epoch 1707 | loss: 0.0311631 | val_loss: 0.0311624 | Time: 3400.68 ms
[2022-04-22 22:52:00 main:574] : INFO : Epoch 1708 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 3230.06 ms
[2022-04-22 22:52:04 main:574] : INFO : Epoch 1709 | loss: 0.0311616 | val_loss: 0.031173 | Time: 3257.99 ms
[2022-04-22 22:52:07 main:574] : INFO : Epoch 1710 | loss: 0.0311599 | val_loss: 0.0311627 | Time: 3691.4 ms
[2022-04-22 22:52:11 main:574] : INFO : Epoch 1711 | loss: 0.0311627 | val_loss: 0.031161 | Time: 3178.58 ms
[2022-04-22 22:52:14 main:574] : INFO : Epoch 1712 | loss: 0.0311638 | val_loss: 0.0311605 | Time: 3225.68 ms
[2022-04-22 22:52:17 main:574] : INFO : Epoch 1713 | loss: 0.0311635 | val_loss: 0.0311588 | Time: 3391.41 ms
[2022-04-22 22:52:21 main:574] : INFO : Epoch 1714 | loss: 0.0311603 | val_loss: 0.0311585 | Time: 3284.7 ms
[2022-04-22 22:52:24 main:574] : INFO : Epoch 1715 | loss: 0.0311597 | val_loss: 0.031169 | Time: 3493.68 ms
[2022-04-22 22:52:28 main:574] : INFO : Epoch 1716 | loss: 0.0311584 | val_loss: 0.0311588 | Time: 3255.42 ms
[2022-04-22 22:52:31 main:574] : INFO : Epoch 1717 | loss: 0.0311568 | val_loss: 0.0311599 | Time: 3166.02 ms
[2022-04-22 22:52:34 main:574] : INFO : Epoch 1718 | loss: 0.0311572 | val_loss: 0.0311578 | Time: 3593.77 ms
[2022-04-22 22:52:38 main:574] : INFO : Epoch 1719 | loss: 0.0311587 | val_loss: 0.0311615 | Time: 3455.44 ms
[2022-04-22 22:52:42 main:574] : INFO : Epoch 1720 | loss: 0.0311583 | val_loss: 0.0311595 | Time: 3592.97 ms
[2022-04-22 22:52:45 main:574] : INFO : Epoch 1721 | loss: 0.0311586 | val_loss: 0.0311583 | Time: 3642.78 ms
[2022-04-22 22:52:49 main:574] : INFO : Epoch 1722 | loss: 0.0311565 | val_loss: 0.031161 | Time: 3204.87 ms
[2022-04-22 22:52:53 main:574] : INFO : Epoch 1723 | loss: 0.0311557 | val_loss: 0.031159 | Time: 3938.52 ms
[2022-04-22 22:52:56 main:574] : INFO : Epoch 1724 | loss: 0.0311552 | val_loss: 0.0311589 | Time: 3388.24 ms
[2022-04-22 22:52:59 main:574] : INFO : Epoch 1725 | loss: 0.0311545 | val_loss: 0.031159 | Time: 3377.9 ms
[2022-04-22 22:53:03 main:574] : INFO : Epoch 1726 | loss: 0.0311547 | val_loss: 0.0311605 | Time: 3432.05 ms
[2022-04-22 22:53:06 main:574] : INFO : Epoch 1727 | loss: 0.0311536 | val_loss: 0.0311611 | Time: 3503.82 ms
[2022-04-22 22:53:10 main:574] : INFO : Epoch 1728 | loss: 0.0311541 | val_loss: 0.0311592 | Time: 3318.1 ms
[2022-04-22 22:53:13 main:574] : INFO : Epoch 1729 | loss: 0.0311528 | val_loss: 0.0311592 | Time: 3481.97 ms
[2022-04-22 22:53:17 main:574] : INFO : Epoch 1730 | loss: 0.0311532 | val_loss: 0.0311602 | Time: 3271.2 ms
[2022-04-22 22:53:20 main:574] : INFO : Epoch 1731 | loss: 0.0311537 | val_loss: 0.0311596 | Time: 3248.98 ms
[2022-04-22 22:53:24 main:574] : INFO : Epoch 1732 | loss: 0.031155 | val_loss: 0.0311604 | Time: 3621.71 ms
[2022-04-22 22:53:27 main:574] : INFO : Epoch 1733 | loss: 0.0311541 | val_loss: 0.0311596 | Time: 3302.23 ms
[2022-04-22 22:53:30 main:574] : INFO : Epoch 1734 | loss: 0.0311521 | val_loss: 0.0311594 | Time: 3136.55 ms
[2022-04-22 22:53:34 main:574] : INFO : Epoch 1735 | loss: 0.0311553 | val_loss: 0.0311643 | Time: 3308.01 ms
[2022-04-22 22:53:37 main:574] : INFO : Epoch 1736 | loss: 0.0311533 | val_loss: 0.0311606 | Time: 3391.42 ms
[2022-04-22 22:53:40 main:574] : INFO : Epoch 1737 | loss: 0.0311511 | val_loss: 0.0311589 | Time: 3150.02 ms
[2022-04-22 22:53:43 main:574] : INFO : Epoch 1738 | loss: 0.0311506 | val_loss: 0.0311585 | Time: 3242.82 ms
[2022-04-22 22:53:47 main:574] : INFO : Epoch 1739 | loss: 0.0311495 | val_loss: 0.0311585 | Time: 3180.78 ms
[2022-04-22 22:53:50 main:574] : INFO : Epoch 1740 | loss: 0.0311505 | val_loss: 0.0311612 | Time: 3573.6 ms
[2022-04-22 22:53:54 main:574] : INFO : Epoch 1741 | loss: 0.0311521 | val_loss: 0.0311585 | Time: 3471.77 ms
[2022-04-22 22:53:57 main:574] : INFO : Epoch 1742 | loss: 0.031152 | val_loss: 0.0311587 | Time: 3187.63 ms
[2022-04-22 22:54:01 main:574] : INFO : Epoch 1743 | loss: 0.031149 | val_loss: 0.0311584 | Time: 3343.42 ms
[2022-04-22 22:54:04 main:574] : INFO : Epoch 1744 | loss: 0.0311481 | val_loss: 0.0311613 | Time: 3429.63 ms
[2022-04-22 22:54:07 main:574] : INFO : Epoch 1745 | loss: 0.0311493 | val_loss: 0.0311588 | Time: 3032.35 ms
[2022-04-22 22:54:11 main:574] : INFO : Epoch 1746 | loss: 0.0311472 | val_loss: 0.0311594 | Time: 3363.87 ms
[2022-04-22 22:54:14 main:574] : INFO : Epoch 1747 | loss: 0.0311472 | val_loss: 0.0311576 | Time: 3144.13 ms
[2022-04-22 22:54:17 main:574] : INFO : Epoch 1748 | loss: 0.0311471 | val_loss: 0.0311581 | Time: 3472.83 ms
[2022-04-22 22:54:21 main:574] : INFO : Epoch 1749 | loss: 0.0311482 | val_loss: 0.0311607 | Time: 3228.58 ms
[2022-04-22 22:54:24 main:574] : INFO : Epoch 1750 | loss: 0.0311464 | val_loss: 0.0311571 | Time: 3051.88 ms
[2022-04-22 22:54:27 main:574] : INFO : Epoch 1751 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 3468.03 ms
[2022-04-22 22:54:30 main:574] : INFO : Epoch 1752 | loss: 0.0311545 | val_loss: 0.0311615 | Time: 3217.27 ms
[2022-04-22 22:54:34 main:574] : INFO : Epoch 1753 | loss: 0.0311511 | val_loss: 0.0311572 | Time: 3072.66 ms
[2022-04-22 22:54:37 main:574] : INFO : Epoch 1754 | loss: 0.0311504 | val_loss: 0.0311561 | Time: 3213.68 ms
[2022-04-22 22:54:40 main:574] : INFO : Epoch 1755 | loss: 0.0311486 | val_loss: 0.0311572 | Time: 3257.83 ms
[2022-04-22 22:54:43 main:574] : INFO : Epoch 1756 | loss: 0.0311487 | val_loss: 0.0311572 | Time: 3092.76 ms
[2022-04-22 22:54:47 main:574] : INFO : Epoch 1757 | loss: 0.03115 | val_loss: 0.0311588 | Time: 3506.6 ms
[2022-04-22 22:54:50 main:574] : INFO : Epoch 1758 | loss: 0.031147 | val_loss: 0.0311584 | Time: 3159.06 ms
[2022-04-22 22:54:53 main:574] : INFO : Epoch 1759 | loss: 0.0311473 | val_loss: 0.0311577 | Time: 3240.34 ms
[2022-04-22 22:54:57 main:574] : INFO : Epoch 1760 | loss: 0.0311472 | val_loss: 0.0311595 | Time: 3309.21 ms
[2022-04-22 22:55:00 main:574] : INFO : Epoch 1761 | loss: 0.0311474 | val_loss: 0.0311589 | Time: 3238.69 ms
[2022-04-22 22:55:03 main:574] : INFO : Epoch 1762 | loss: 0.031148 | val_loss: 0.0311573 | Time: 3339.24 ms
[2022-04-22 22:55:07 main:574] : INFO : Epoch 1763 | loss: 0.0311487 | val_loss: 0.0311574 | Time: 3196.6 ms
[2022-04-22 22:55:10 main:574] : INFO : Epoch 1764 | loss: 0.031147 | val_loss: 0.0311569 | Time: 3235.78 ms
[2022-04-22 22:55:13 main:574] : INFO : Epoch 1765 | loss: 0.0311463 | val_loss: 0.0311574 | Time: 3393.46 ms
[2022-04-22 22:55:17 main:574] : INFO : Epoch 1766 | loss: 0.0311476 | val_loss: 0.0311587 | Time: 3373.63 ms
[2022-04-22 22:55:20 main:574] : INFO : Epoch 1767 | loss: 0.0311456 | val_loss: 0.0311568 | Time: 3235.78 ms
[2022-04-22 22:55:23 main:574] : INFO : Epoch 1768 | loss: 0.0311451 | val_loss: 0.0311581 | Time: 3323.31 ms
[2022-04-22 22:55:27 main:574] : INFO : Epoch 1769 | loss: 0.0311451 | val_loss: 0.0311588 | Time: 3341.92 ms
[2022-04-22 22:55:30 main:574] : INFO : Epoch 1770 | loss: 0.0311437 | val_loss: 0.0311589 | Time: 3461.45 ms
[2022-04-22 22:55:34 main:574] : INFO : Epoch 1771 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 3452.95 ms
[2022-04-22 22:55:37 main:574] : INFO : Epoch 1772 | loss: 0.0311445 | val_loss: 0.0311607 | Time: 3316.69 ms
[2022-04-22 22:55:41 main:574] : INFO : Epoch 1773 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 3237.09 ms
[2022-04-22 22:55:44 main:574] : INFO : Epoch 1774 | loss: 0.0311442 | val_loss: 0.031162 | Time: 3299.35 ms
[2022-04-22 22:55:47 main:574] : INFO : Epoch 1775 | loss: 0.0311451 | val_loss: 0.0311598 | Time: 3426.65 ms
[2022-04-22 22:55:51 main:574] : INFO : Epoch 1776 | loss: 0.0311466 | val_loss: 0.0311634 | Time: 3178.94 ms
[2022-04-22 22:55:54 main:574] : INFO : Epoch 1777 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 3132.92 ms
[2022-04-22 22:55:57 main:574] : INFO : Epoch 1778 | loss: 0.0311465 | val_loss: 0.0311611 | Time: 3293.14 ms
[2022-04-22 22:56:00 main:574] : INFO : Epoch 1779 | loss: 0.0311456 | val_loss: 0.0311596 | Time: 3272.51 ms
[2022-04-22 22:56:03 main:574] : INFO : Epoch 1780 | loss: 0.031144 | val_loss: 0.031159 | Time: 3049.73 ms
[2022-04-22 22:56:07 main:574] : INFO : Epoch 1781 | loss: 0.0311451 | val_loss: 0.0311569 | Time: 3511.91 ms
[2022-04-22 22:56:11 main:574] : INFO : Epoch 1782 | loss: 0.0311445 | val_loss: 0.0311559 | Time: 3348.93 ms
[2022-04-22 22:56:14 main:574] : INFO : Epoch 1783 | loss: 0.0311432 | val_loss: 0.0311559 | Time: 3091.02 ms
[2022-04-22 22:56:17 main:574] : INFO : Epoch 1784 | loss: 0.031143 | val_loss: 0.0311584 | Time: 3363.37 ms
[2022-04-22 22:56:21 main:574] : INFO : Epoch 1785 | loss: 0.0311418 | val_loss: 0.0311564 | Time: 3516.24 ms
[2022-04-22 22:56:24 main:574] : INFO : Epoch 1786 | loss: 0.0311429 | val_loss: 0.0311612 | Time: 3368.24 ms
[2022-04-22 22:56:28 main:574] : INFO : Epoch 1787 | loss: 0.0311446 | val_loss: 0.0311577 | Time: 3559.7 ms
[2022-04-22 22:56:31 main:574] : INFO : Epoch 1788 | loss: 0.0311422 | val_loss: 0.031157 | Time: 3152.47 ms
[2022-04-22 22:56:34 main:574] : INFO : Epoch 1789 | loss: 0.0311402 | val_loss: 0.0311597 | Time: 3267.06 ms
[2022-04-22 22:56:38 main:574] : INFO : Epoch 1790 | loss: 0.0311409 | val_loss: 0.0311591 | Time: 3514.35 ms
[2022-04-22 22:56:41 main:574] : INFO : Epoch 1791 | loss: 0.0311415 | val_loss: 0.0311569 | Time: 3070.3 ms
[2022-04-22 22:56:45 main:574] : INFO : Epoch 1792 | loss: 0.031143 | val_loss: 0.031159 | Time: 3512.71 ms
[2022-04-22 22:56:48 main:574] : INFO : Epoch 1793 | loss: 0.0311446 | val_loss: 0.0311569 | Time: 3440.34 ms
[2022-04-22 22:56:52 main:574] : INFO : Epoch 1794 | loss: 0.0311429 | val_loss: 0.0311586 | Time: 3317.39 ms
[2022-04-22 22:56:55 main:574] : INFO : Epoch 1795 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 3357.55 ms
[2022-04-22 22:56:58 main:574] : INFO : Epoch 1796 | loss: 0.0311426 | val_loss: 0.0311579 | Time: 3289.87 ms
[2022-04-22 22:57:02 main:574] : INFO : Epoch 1797 | loss: 0.031142 | val_loss: 0.0311553 | Time: 3296.74 ms
[2022-04-22 22:57:05 main:574] : INFO : Epoch 1798 | loss: 0.0311417 | val_loss: 0.0311568 | Time: 3151.98 ms
[2022-04-22 22:57:08 main:574] : INFO : Epoch 1799 | loss: 0.0311426 | val_loss: 0.0311579 | Time: 3354.91 ms
[2022-04-22 22:57:12 main:574] : INFO : Epoch 1800 | loss: 0.0311429 | val_loss: 0.0311603 | Time: 3366.96 ms
[2022-04-22 22:57:16 main:574] : INFO : Epoch 1801 | loss: 0.031141 | val_loss: 0.0311583 | Time: 3366.89 ms
[2022-04-22 22:57:19 main:574] : INFO : Epoch 1802 | loss: 0.031141 | val_loss: 0.0311553 | Time: 3587.22 ms
[2022-04-22 22:57:22 main:574] : INFO : Epoch 1803 | loss: 0.03114 | val_loss: 0.0311587 | Time: 3095.91 ms
[2022-04-22 22:57:26 main:574] : INFO : Epoch 1804 | loss: 0.0311404 | val_loss: 0.0311579 | Time: 3386.17 ms
[2022-04-22 22:57:29 main:574] : INFO : Epoch 1805 | loss: 0.0311395 | val_loss: 0.0311573 | Time: 3301.93 ms
[2022-04-22 22:57:33 main:574] : INFO : Epoch 1806 | loss: 0.0311395 | val_loss: 0.0311561 | Time: 3420.64 ms
[2022-04-22 22:57:36 main:574] : INFO : Epoch 1807 | loss: 0.0311397 | val_loss: 0.0311548 | Time: 3372.28 ms
[2022-04-22 22:57:39 main:574] : INFO : Epoch 1808 | loss: 0.0311406 | val_loss: 0.0311571 | Time: 3225.42 ms
[2022-04-22 22:57:43 main:574] : INFO : Epoch 1809 | loss: 0.0311413 | val_loss: 0.0311552 | Time: 3344.41 ms
[2022-04-22 22:57:46 main:574] : INFO : Epoch 1810 | loss: 0.0311426 | val_loss: 0.0311565 | Time: 3188.18 ms
[2022-04-22 22:57:50 main:574] : INFO : Epoch 1811 | loss: 0.0311434 | val_loss: 0.0311545 | Time: 3432.5 ms
[2022-04-22 22:57:53 main:574] : INFO : Epoch 1812 | loss: 0.0311452 | val_loss: 0.0311592 | Time: 3527.35 ms
[2022-04-22 22:57:56 main:574] : INFO : Epoch 1813 | loss: 0.0311428 | val_loss: 0.0311548 | Time: 3214.62 ms
[2022-04-22 22:58:00 main:574] : INFO : Epoch 1814 | loss: 0.0311413 | val_loss: 0.0311545 | Time: 3423.37 ms
[2022-04-22 22:58:03 main:574] : INFO : Epoch 1815 | loss: 0.0311431 | val_loss: 0.031158 | Time: 3172.2 ms
[2022-04-22 22:58:07 main:574] : INFO : Epoch 1816 | loss: 0.0311465 | val_loss: 0.0311555 | Time: 3385.43 ms
[2022-04-22 22:58:10 main:574] : INFO : Epoch 1817 | loss: 0.0311471 | val_loss: 0.0311546 | Time: 3359.15 ms
[2022-04-22 22:58:13 main:574] : INFO : Epoch 1818 | loss: 0.0311436 | val_loss: 0.0311568 | Time: 3174.16 ms
[2022-04-22 22:58:17 main:574] : INFO : Epoch 1819 | loss: 0.0311423 | val_loss: 0.0311555 | Time: 3346.69 ms
[2022-04-22 22:58:20 main:574] : INFO : Epoch 1820 | loss: 0.0311447 | val_loss: 0.0311541 | Time: 3263.54 ms
[2022-04-22 22:58:23 main:574] : INFO : Epoch 1821 | loss: 0.0311458 | val_loss: 0.0311541 | Time: 3259.24 ms
[2022-04-22 22:58:27 main:574] : INFO : Epoch 1822 | loss: 0.0311458 | val_loss: 0.031157 | Time: 3098.41 ms
[2022-04-22 22:58:30 main:574] : INFO : Epoch 1823 | loss: 0.0311432 | val_loss: 0.0311583 | Time: 3310.6 ms
[2022-04-22 22:58:33 main:574] : INFO : Epoch 1824 | loss: 0.031143 | val_loss: 0.0311561 | Time: 3113.62 ms
[2022-04-22 22:58:36 main:574] : INFO : Epoch 1825 | loss: 0.0311438 | val_loss: 0.0311558 | Time: 3332.58 ms
[2022-04-22 22:58:40 main:574] : INFO : Epoch 1826 | loss: 0.0311446 | val_loss: 0.0311567 | Time: 3185.15 ms
[2022-04-22 22:58:43 main:574] : INFO : Epoch 1827 | loss: 0.0311426 | val_loss: 0.0311567 | Time: 3322.77 ms
[2022-04-22 22:58:46 main:574] : INFO : Epoch 1828 | loss: 0.031143 | val_loss: 0.0311566 | Time: 3168.01 ms
[2022-04-22 22:58:50 main:574] : INFO : Epoch 1829 | loss: 0.0311424 | val_loss: 0.0311572 | Time: 3356.8 ms
[2022-04-22 22:58:53 main:574] : INFO : Epoch 1830 | loss: 0.0311414 | val_loss: 0.0311553 | Time: 3367.12 ms
[2022-04-22 22:58:57 main:574] : INFO : Epoch 1831 | loss: 0.0311401 | val_loss: 0.0311566 | Time: 3445.31 ms
[2022-04-22 22:59:01 main:574] : INFO : Epoch 1832 | loss: 0.0311404 | val_loss: 0.0311565 | Time: 3814.93 ms
[2022-04-22 22:59:04 main:574] : INFO : Epoch 1833 | loss: 0.0311406 | val_loss: 0.0311551 | Time: 3558.06 ms
[2022-04-22 22:59:07 main:574] : INFO : Epoch 1834 | loss: 0.0311397 | val_loss: 0.0311554 | Time: 3155.79 ms
[2022-04-22 22:59:11 main:574] : INFO : Epoch 1835 | loss: 0.0311421 | val_loss: 0.0311584 | Time: 3412.61 ms
[2022-04-22 22:59:14 main:574] : INFO : Epoch 1836 | loss: 0.0311509 | val_loss: 0.0311571 | Time: 3310.14 ms
[2022-04-22 22:59:18 main:574] : INFO : Epoch 1837 | loss: 0.0311489 | val_loss: 0.0311585 | Time: 3059.74 ms
[2022-04-22 22:59:21 main:574] : INFO : Epoch 1838 | loss: 0.0311461 | val_loss: 0.0311576 | Time: 3648.61 ms
[2022-04-22 22:59:25 main:574] : INFO : Epoch 1839 | loss: 0.0311466 | val_loss: 0.0311548 | Time: 3315.93 ms
[2022-04-22 22:59:28 main:574] : INFO : Epoch 1840 | loss: 0.0311445 | val_loss: 0.031155 | Time: 3153.02 ms
[2022-04-22 22:59:31 main:574] : INFO : Epoch 1841 | loss: 0.0311431 | val_loss: 0.0311537 | Time: 3327.68 ms
[2022-04-22 22:59:35 main:574] : INFO : Epoch 1842 | loss: 0.0311446 | val_loss: 0.0311537 | Time: 3385.54 ms
[2022-04-22 22:59:38 main:574] : INFO : Epoch 1843 | loss: 0.0311497 | val_loss: 0.031154 | Time: 3322.97 ms
[2022-04-22 22:59:41 main:574] : INFO : Epoch 1844 | loss: 0.03115 | val_loss: 0.0311572 | Time: 3278.39 ms
[2022-04-22 22:59:45 main:574] : INFO : Epoch 1845 | loss: 0.0311493 | val_loss: 0.0311524 | Time: 3187.88 ms
[2022-04-22 22:59:48 main:574] : INFO : Epoch 1846 | loss: 0.0311451 | val_loss: 0.0311515 | Time: 3328.79 ms
[2022-04-22 22:59:51 main:574] : INFO : Epoch 1847 | loss: 0.0311439 | val_loss: 0.0311541 | Time: 3347.75 ms
[2022-04-22 22:59:55 main:574] : INFO : Epoch 1848 | loss: 0.0311432 | val_loss: 0.0311526 | Time: 3269.14 ms
[2022-04-22 22:59:58 main:574] : INFO : Epoch 1849 | loss: 0.0311429 | val_loss: 0.031153 | Time: 3399.25 ms
[2022-04-22 23:00:02 main:574] : INFO : Epoch 1850 | loss: 0.0311427 | val_loss: 0.0311549 | Time: 3333.99 ms
[2022-04-22 23:00:05 main:574] : INFO : Epoch 1851 | loss: 0.0311424 | val_loss: 0.0311542 | Time: 3345.75 ms
[2022-04-22 23:00:08 main:574] : INFO : Epoch 1852 | loss: 0.0311409 | val_loss: 0.0311526 | Time: 3362.77 ms
[2022-04-22 23:00:12 main:574] : INFO : Epoch 1853 | loss: 0.0311418 | val_loss: 0.0311522 | Time: 3184.87 ms
[2022-04-22 23:00:15 main:574] : INFO : Epoch 1854 | loss: 0.0311418 | val_loss: 0.031155 | Time: 3072.23 ms
[2022-04-22 23:00:18 main:574] : INFO : Epoch 1855 | loss: 0.0311445 | val_loss: 0.0311551 | Time: 3321.1 ms
[2022-04-22 23:00:21 main:574] : INFO : Epoch 1856 | loss: 0.0311449 | val_loss: 0.031154 | Time: 3224.54 ms
[2022-04-22 23:00:25 main:574] : INFO : Epoch 1857 | loss: 0.0311419 | val_loss: 0.0311526 | Time: 3291.36 ms
[2022-04-22 23:00:28 main:574] : INFO : Epoch 1858 | loss: 0.0311426 | val_loss: 0.0311562 | Time: 3342.84 ms
[2022-04-22 23:00:31 main:574] : INFO : Epoch 1859 | loss: 0.0311414 | val_loss: 0.0311525 | Time: 3195.98 ms
[2022-04-22 23:00:35 main:574] : INFO : Epoch 1860 | loss: 0.0311413 | val_loss: 0.0311541 | Time: 3216.49 ms
[2022-04-22 23:00:38 main:574] : INFO : Epoch 1861 | loss: 0.0311409 | val_loss: 0.0311534 | Time: 3230.45 ms
[2022-04-22 23:00:42 main:574] : INFO : Epoch 1862 | loss: 0.0311394 | val_loss: 0.0311516 | Time: 3453.99 ms
[2022-04-22 23:00:45 main:574] : INFO : Epoch 1863 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 3282.76 ms
[2022-04-22 23:00:48 main:574] : INFO : Epoch 1864 | loss: 0.0311396 | val_loss: 0.0311552 | Time: 3429.44 ms
[2022-04-22 23:00:52 main:574] : INFO : Epoch 1865 | loss: 0.0311414 | val_loss: 0.0311586 | Time: 3573.13 ms
[2022-04-22 23:00:55 main:574] : INFO : Epoch 1866 | loss: 0.03114 | val_loss: 0.0311545 | Time: 3217.39 ms
[2022-04-22 23:00:59 main:574] : INFO : Epoch 1867 | loss: 0.0311388 | val_loss: 0.0311542 | Time: 3378.81 ms
[2022-04-22 23:01:02 main:574] : INFO : Epoch 1868 | loss: 0.031141 | val_loss: 0.0311544 | Time: 3323.52 ms
[2022-04-22 23:01:06 main:574] : INFO : Epoch 1869 | loss: 0.0311404 | val_loss: 0.0311542 | Time: 3283.76 ms
[2022-04-22 23:01:09 main:574] : INFO : Epoch 1870 | loss: 0.0311382 | val_loss: 0.0311527 | Time: 3465.98 ms
[2022-04-22 23:01:12 main:574] : INFO : Epoch 1871 | loss: 0.0311396 | val_loss: 0.031153 | Time: 3432.34 ms
[2022-04-22 23:01:16 main:574] : INFO : Epoch 1872 | loss: 0.0311381 | val_loss: 0.0311533 | Time: 3354.84 ms
[2022-04-22 23:01:19 main:574] : INFO : Epoch 1873 | loss: 0.031137 | val_loss: 0.031153 | Time: 3210.56 ms
[2022-04-22 23:01:23 main:574] : INFO : Epoch 1874 | loss: 0.031137 | val_loss: 0.0311522 | Time: 3271.22 ms
[2022-04-22 23:01:26 main:574] : INFO : Epoch 1875 | loss: 0.031137 | val_loss: 0.0311519 | Time: 3403.26 ms
[2022-04-22 23:01:29 main:574] : INFO : Epoch 1876 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 3227.56 ms
[2022-04-22 23:01:33 main:574] : INFO : Epoch 1877 | loss: 0.0311391 | val_loss: 0.0311526 | Time: 3265.49 ms
[2022-04-22 23:01:36 main:574] : INFO : Epoch 1878 | loss: 0.0311374 | val_loss: 0.0311544 | Time: 3634.73 ms
[2022-04-22 23:01:40 main:574] : INFO : Epoch 1879 | loss: 0.0311375 | val_loss: 0.0311578 | Time: 3483.28 ms
[2022-04-22 23:01:43 main:574] : INFO : Epoch 1880 | loss: 0.03114 | val_loss: 0.0311535 | Time: 3326.87 ms
[2022-04-22 23:01:47 main:574] : INFO : Epoch 1881 | loss: 0.0311417 | val_loss: 0.0311659 | Time: 3312.57 ms
[2022-04-22 23:01:50 main:574] : INFO : Epoch 1882 | loss: 0.0311428 | val_loss: 0.0311541 | Time: 3308.27 ms
[2022-04-22 23:01:53 main:574] : INFO : Epoch 1883 | loss: 0.0311384 | val_loss: 0.0311532 | Time: 3158.5 ms
[2022-04-22 23:01:57 main:574] : INFO : Epoch 1884 | loss: 0.0311372 | val_loss: 0.0311537 | Time: 3347.72 ms
[2022-04-22 23:02:00 main:574] : INFO : Epoch 1885 | loss: 0.0311357 | val_loss: 0.0311555 | Time: 3207.56 ms
[2022-04-22 23:02:04 main:574] : INFO : Epoch 1886 | loss: 0.0311373 | val_loss: 0.0311512 | Time: 3674 ms
[2022-04-22 23:02:07 main:574] : INFO : Epoch 1887 | loss: 0.0311355 | val_loss: 0.0311534 | Time: 3281.69 ms
[2022-04-22 23:02:11 main:574] : INFO : Epoch 1888 | loss: 0.0311355 | val_loss: 0.0311531 | Time: 3268.24 ms
[2022-04-22 23:02:15 main:574] : INFO : Epoch 1889 | loss: 0.0311352 | val_loss: 0.0311513 | Time: 3979.76 ms
[2022-04-22 23:02:18 main:574] : INFO : Epoch 1890 | loss: 0.0311351 | val_loss: 0.0311571 | Time: 3023.46 ms
[2022-04-22 23:02:21 main:574] : INFO : Epoch 1891 | loss: 0.031137 | val_loss: 0.0311565 | Time: 3452.45 ms
[2022-04-22 23:02:25 main:574] : INFO : Epoch 1892 | loss: 0.0311373 | val_loss: 0.0311524 | Time: 3333.66 ms
[2022-04-22 23:02:28 main:574] : INFO : Epoch 1893 | loss: 0.0311367 | val_loss: 0.0311536 | Time: 3404.55 ms
[2022-04-22 23:02:31 main:574] : INFO : Epoch 1894 | loss: 0.0311373 | val_loss: 0.0311548 | Time: 3236.4 ms
[2022-04-22 23:02:35 main:574] : INFO : Epoch 1895 | loss: 0.0311355 | val_loss: 0.0311568 | Time: 3338.76 ms
[2022-04-22 23:02:38 main:574] : INFO : Epoch 1896 | loss: 0.0311346 | val_loss: 0.0311548 | Time: 3103.39 ms
[2022-04-22 23:02:41 main:574] : INFO : Epoch 1897 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 3389.92 ms
[2022-04-22 23:02:45 main:574] : INFO : Epoch 1898 | loss: 0.0311358 | val_loss: 0.0311533 | Time: 3489.94 ms
[2022-04-22 23:02:48 main:574] : INFO : Epoch 1899 | loss: 0.0311373 | val_loss: 0.0311588 | Time: 3094.11 ms
[2022-04-22 23:02:51 main:574] : INFO : Epoch 1900 | loss: 0.0311362 | val_loss: 0.0311545 | Time: 3185.09 ms
[2022-04-22 23:02:55 main:574] : INFO : Epoch 1901 | loss: 0.0311337 | val_loss: 0.0311529 | Time: 3289.9 ms
[2022-04-22 23:02:58 main:574] : INFO : Epoch 1902 | loss: 0.0311374 | val_loss: 0.0311562 | Time: 3287.84 ms
[2022-04-22 23:03:01 main:574] : INFO : Epoch 1903 | loss: 0.0311345 | val_loss: 0.0311555 | Time: 3254.94 ms
[2022-04-22 23:03:05 main:574] : INFO : Epoch 1904 | loss: 0.0311348 | val_loss: 0.0311539 | Time: 3239.85 ms
[2022-04-22 23:03:08 main:574] : INFO : Epoch 1905 | loss: 0.0311332 | val_loss: 0.0311522 | Time: 3234.45 ms
[2022-04-22 23:03:11 main:574] : INFO : Epoch 1906 | loss: 0.031133 | val_loss: 0.031154 | Time: 3168.79 ms
[2022-04-22 23:03:15 main:574] : INFO : Epoch 1907 | loss: 0.0311339 | val_loss: 0.0311554 | Time: 3362.37 ms
[2022-04-22 23:03:18 main:574] : INFO : Epoch 1908 | loss: 0.0311329 | val_loss: 0.0311527 | Time: 3659.52 ms
[2022-04-22 23:03:22 main:574] : INFO : Epoch 1909 | loss: 0.0311337 | val_loss: 0.0311545 | Time: 3320.13 ms
[2022-04-22 23:03:25 main:574] : INFO : Epoch 1910 | loss: 0.031133 | val_loss: 0.0311541 | Time: 3238.78 ms
[2022-04-22 23:03:28 main:574] : INFO : Epoch 1911 | loss: 0.0311337 | val_loss: 0.0311531 | Time: 3151.38 ms
[2022-04-22 23:03:32 main:574] : INFO : Epoch 1912 | loss: 0.0311338 | val_loss: 0.0311586 | Time: 3354.7 ms
[2022-04-22 23:03:35 main:574] : INFO : Epoch 1913 | loss: 0.0311348 | val_loss: 0.0311593 | Time: 3167.55 ms
[2022-04-22 23:03:39 main:574] : INFO : Epoch 1914 | loss: 0.0311344 | val_loss: 0.0311564 | Time: 3379.46 ms
[2022-04-22 23:03:42 main:574] : INFO : Epoch 1915 | loss: 0.0311362 | val_loss: 0.0311571 | Time: 3079.51 ms
[2022-04-22 23:03:45 main:574] : INFO : Epoch 1916 | loss: 0.0311338 | val_loss: 0.031156 | Time: 3321.52 ms
[2022-04-22 23:03:48 main:574] : INFO : Epoch 1917 | loss: 0.0311336 | val_loss: 0.0311537 | Time: 3136.34 ms
[2022-04-22 23:03:52 main:574] : INFO : Epoch 1918 | loss: 0.0311409 | val_loss: 0.0311592 | Time: 3240.6 ms
[2022-04-22 23:03:55 main:574] : INFO : Epoch 1919 | loss: 0.031142 | val_loss: 0.0311547 | Time: 3114.51 ms
[2022-04-22 23:03:58 main:574] : INFO : Epoch 1920 | loss: 0.0311386 | val_loss: 0.0311555 | Time: 3342.59 ms
[2022-04-22 23:04:02 main:574] : INFO : Epoch 1921 | loss: 0.031138 | val_loss: 0.0311588 | Time: 3293.08 ms
[2022-04-22 23:04:05 main:574] : INFO : Epoch 1922 | loss: 0.0311383 | val_loss: 0.0311632 | Time: 3195.65 ms
[2022-04-22 23:04:08 main:574] : INFO : Epoch 1923 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 3435.55 ms
[2022-04-22 23:04:12 main:574] : INFO : Epoch 1924 | loss: 0.0311373 | val_loss: 0.0311567 | Time: 3289.62 ms
[2022-04-22 23:04:15 main:574] : INFO : Epoch 1925 | loss: 0.0311367 | val_loss: 0.031152 | Time: 3173.1 ms
[2022-04-22 23:04:18 main:574] : INFO : Epoch 1926 | loss: 0.0311369 | val_loss: 0.0311565 | Time: 3317.22 ms
[2022-04-22 23:04:22 main:574] : INFO : Epoch 1927 | loss: 0.0311355 | val_loss: 0.0311572 | Time: 3274.05 ms
[2022-04-22 23:04:25 main:574] : INFO : Epoch 1928 | loss: 0.0311343 | val_loss: 0.0311548 | Time: 3425.85 ms
[2022-04-22 23:04:28 main:574] : INFO : Epoch 1929 | loss: 0.0311343 | val_loss: 0.0311524 | Time: 3087.74 ms
[2022-04-22 23:04:32 main:574] : INFO : Epoch 1930 | loss: 0.0311341 | val_loss: 0.0311557 | Time: 3365.9 ms
[2022-04-22 23:04:36 main:574] : INFO : Epoch 1931 | loss: 0.0311399 | val_loss: 0.0311577 | Time: 3857.29 ms
[2022-04-22 23:04:39 main:574] : INFO : Epoch 1932 | loss: 0.0311395 | val_loss: 0.0311564 | Time: 3372.32 ms
[2022-04-22 23:04:43 main:574] : INFO : Epoch 1933 | loss: 0.0311355 | val_loss: 0.0311524 | Time: 3224.42 ms
[2022-04-22 23:04:46 main:574] : INFO : Epoch 1934 | loss: 0.0311353 | val_loss: 0.031153 | Time: 3238.73 ms
[2022-04-22 23:04:50 main:574] : INFO : Epoch 1935 | loss: 0.0311345 | val_loss: 0.0311515 | Time: 3283.78 ms
[2022-04-22 23:04:53 main:574] : INFO : Epoch 1936 | loss: 0.0311347 | val_loss: 0.0311544 | Time: 3126.98 ms
[2022-04-22 23:04:56 main:574] : INFO : Epoch 1937 | loss: 0.0311348 | val_loss: 0.0311522 | Time: 3408.22 ms
[2022-04-22 23:05:00 main:574] : INFO : Epoch 1938 | loss: 0.0311371 | val_loss: 0.0311584 | Time: 3109.02 ms
[2022-04-22 23:05:03 main:574] : INFO : Epoch 1939 | loss: 0.0311424 | val_loss: 0.0311607 | Time: 3133.27 ms
[2022-04-22 23:05:06 main:574] : INFO : Epoch 1940 | loss: 0.031138 | val_loss: 0.031158 | Time: 3389.48 ms
[2022-04-22 23:05:10 main:574] : INFO : Epoch 1941 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 3300.39 ms
[2022-04-22 23:05:13 main:574] : INFO : Epoch 1942 | loss: 0.0311346 | val_loss: 0.0311579 | Time: 3259.67 ms
[2022-04-22 23:05:17 main:574] : INFO : Epoch 1943 | loss: 0.0311342 | val_loss: 0.0311573 | Time: 3293.39 ms
[2022-04-22 23:05:20 main:574] : INFO : Epoch 1944 | loss: 0.0311354 | val_loss: 0.0311585 | Time: 3274.02 ms
[2022-04-22 23:05:23 main:574] : INFO : Epoch 1945 | loss: 0.0311378 | val_loss: 0.0311587 | Time: 3126.32 ms
[2022-04-22 23:05:26 main:574] : INFO : Epoch 1946 | loss: 0.0311371 | val_loss: 0.0311563 | Time: 3262.61 ms
[2022-04-22 23:05:30 main:574] : INFO : Epoch 1947 | loss: 0.0311343 | val_loss: 0.0311563 | Time: 3357.58 ms
[2022-04-22 23:05:33 main:574] : INFO : Epoch 1948 | loss: 0.0311317 | val_loss: 0.0311512 | Time: 3038.79 ms
[2022-04-22 23:05:37 main:574] : INFO : Epoch 1949 | loss: 0.0311321 | val_loss: 0.0311548 | Time: 3663.84 ms
[2022-04-22 23:05:40 main:574] : INFO : Epoch 1950 | loss: 0.0311311 | val_loss: 0.0311506 | Time: 3485.94 ms
[2022-04-22 23:05:44 main:574] : INFO : Epoch 1951 | loss: 0.0311326 | val_loss: 0.0311514 | Time: 3281.6 ms
[2022-04-22 23:05:47 main:574] : INFO : Epoch 1952 | loss: 0.0311311 | val_loss: 0.031156 | Time: 3628.23 ms
[2022-04-22 23:05:50 main:574] : INFO : Epoch 1953 | loss: 0.0311342 | val_loss: 0.0311537 | Time: 3161.36 ms
[2022-04-22 23:05:54 main:574] : INFO : Epoch 1954 | loss: 0.0311335 | val_loss: 0.0311574 | Time: 3229.74 ms
[2022-04-22 23:05:57 main:574] : INFO : Epoch 1955 | loss: 0.0311324 | val_loss: 0.0311554 | Time: 3223.94 ms
[2022-04-22 23:06:00 main:574] : INFO : Epoch 1956 | loss: 0.0311344 | val_loss: 0.0311601 | Time: 3221.3 ms
[2022-04-22 23:06:03 main:574] : INFO : Epoch 1957 | loss: 0.0311346 | val_loss: 0.0311566 | Time: 3049.32 ms
[2022-04-22 23:06:07 main:574] : INFO : Epoch 1958 | loss: 0.0311324 | val_loss: 0.0311548 | Time: 3410.84 ms
[2022-04-22 23:06:10 main:574] : INFO : Epoch 1959 | loss: 0.031134 | val_loss: 0.0311543 | Time: 3157.04 ms
[2022-04-22 23:06:14 main:574] : INFO : Epoch 1960 | loss: 0.0311336 | val_loss: 0.0311561 | Time: 3235.03 ms
[2022-04-22 23:06:17 main:574] : INFO : Epoch 1961 | loss: 0.0311345 | val_loss: 0.0311558 | Time: 3591.68 ms
[2022-04-22 23:06:21 main:574] : INFO : Epoch 1962 | loss: 0.0311337 | val_loss: 0.031156 | Time: 3371.27 ms
[2022-04-22 23:06:24 main:574] : INFO : Epoch 1963 | loss: 0.0311347 | val_loss: 0.0311587 | Time: 3135.18 ms
[2022-04-22 23:06:28 main:574] : INFO : Epoch 1964 | loss: 0.0311357 | val_loss: 0.031162 | Time: 3418.32 ms
[2022-04-22 23:06:31 main:574] : INFO : Epoch 1965 | loss: 0.0311409 | val_loss: 0.0311658 | Time: 3387.65 ms
[2022-04-22 23:06:34 main:574] : INFO : Epoch 1966 | loss: 0.031134 | val_loss: 0.0311543 | Time: 3262.09 ms
[2022-04-22 23:06:38 main:574] : INFO : Epoch 1967 | loss: 0.0311318 | val_loss: 0.0311525 | Time: 3864.92 ms
[2022-04-22 23:06:41 main:574] : INFO : Epoch 1968 | loss: 0.0311314 | val_loss: 0.0311541 | Time: 3082.81 ms
[2022-04-22 23:06:45 main:574] : INFO : Epoch 1969 | loss: 0.031133 | val_loss: 0.0311579 | Time: 3373.86 ms
[2022-04-22 23:06:49 main:574] : INFO : Epoch 1970 | loss: 0.0311334 | val_loss: 0.0311565 | Time: 3577 ms
[2022-04-22 23:06:52 main:574] : INFO : Epoch 1971 | loss: 0.0311326 | val_loss: 0.0311617 | Time: 3280.25 ms
[2022-04-22 23:06:55 main:574] : INFO : Epoch 1972 | loss: 0.0311349 | val_loss: 0.0311522 | Time: 3384.22 ms
[2022-04-22 23:06:59 main:574] : INFO : Epoch 1973 | loss: 0.0311309 | val_loss: 0.0311529 | Time: 3410.99 ms
[2022-04-22 23:07:02 main:574] : INFO : Epoch 1974 | loss: 0.0311319 | val_loss: 0.0311567 | Time: 3159.24 ms
[2022-04-22 23:07:05 main:574] : INFO : Epoch 1975 | loss: 0.0311308 | val_loss: 0.0311509 | Time: 3294.2 ms
[2022-04-22 23:07:09 main:574] : INFO : Epoch 1976 | loss: 0.03113 | val_loss: 0.0311513 | Time: 3272.47 ms
[2022-04-22 23:07:12 main:574] : INFO : Epoch 1977 | loss: 0.0311309 | val_loss: 0.0311555 | Time: 3301.95 ms
[2022-04-22 23:07:16 main:574] : INFO : Epoch 1978 | loss: 0.0311329 | val_loss: 0.0311605 | Time: 3598.88 ms
[2022-04-22 23:07:20 main:574] : INFO : Epoch 1979 | loss: 0.0311303 | val_loss: 0.0311521 | Time: 3699.59 ms
[2022-04-22 23:07:23 main:574] : INFO : Epoch 1980 | loss: 0.0311312 | val_loss: 0.0311555 | Time: 3216.94 ms
[2022-04-22 23:07:27 main:574] : INFO : Epoch 1981 | loss: 0.0311286 | val_loss: 0.0311552 | Time: 3393.49 ms
[2022-04-22 23:07:30 main:574] : INFO : Epoch 1982 | loss: 0.0311308 | val_loss: 0.0311546 | Time: 3549.68 ms
[2022-04-22 23:07:34 main:574] : INFO : Epoch 1983 | loss: 0.0311311 | val_loss: 0.031155 | Time: 3328.24 ms
[2022-04-22 23:07:37 main:574] : INFO : Epoch 1984 | loss: 0.0311341 | val_loss: 0.0311607 | Time: 3179.22 ms
[2022-04-22 23:07:41 main:574] : INFO : Epoch 1985 | loss: 0.0311318 | val_loss: 0.031152 | Time: 3460.73 ms
[2022-04-22 23:07:44 main:574] : INFO : Epoch 1986 | loss: 0.0311303 | val_loss: 0.0311531 | Time: 3406.84 ms
[2022-04-22 23:07:48 main:574] : INFO : Epoch 1987 | loss: 0.0311311 | val_loss: 0.031153 | Time: 3615.14 ms
[2022-04-22 23:07:51 main:574] : INFO : Epoch 1988 | loss: 0.0311331 | val_loss: 0.0311545 | Time: 3346.5 ms
[2022-04-22 23:07:54 main:574] : INFO : Epoch 1989 | loss: 0.0311309 | val_loss: 0.0311555 | Time: 3226.9 ms
[2022-04-22 23:07:58 main:574] : INFO : Epoch 1990 | loss: 0.0311308 | val_loss: 0.031154 | Time: 3395.27 ms
[2022-04-22 23:08:01 main:574] : INFO : Epoch 1991 | loss: 0.0311317 | val_loss: 0.0311581 | Time: 3336.41 ms
[2022-04-22 23:08:05 main:574] : INFO : Epoch 1992 | loss: 0.0311281 | val_loss: 0.0311578 | Time: 3241.72 ms
[2022-04-22 23:08:08 main:574] : INFO : Epoch 1993 | loss: 0.0311293 | val_loss: 0.0311543 | Time: 3173.66 ms
[2022-04-22 23:08:11 main:574] : INFO : Epoch 1994 | loss: 0.0311297 | val_loss: 0.031155 | Time: 3269.33 ms
[2022-04-22 23:08:15 main:574] : INFO : Epoch 1995 | loss: 0.0311283 | val_loss: 0.0311611 | Time: 3430.49 ms
[2022-04-22 23:08:18 main:574] : INFO : Epoch 1996 | loss: 0.0311312 | val_loss: 0.0311596 | Time: 3217.74 ms
[2022-04-22 23:08:21 main:574] : INFO : Epoch 1997 | loss: 0.0311287 | val_loss: 0.0311551 | Time: 3329.62 ms
[2022-04-22 23:08:25 main:574] : INFO : Epoch 1998 | loss: 0.0311295 | val_loss: 0.0311535 | Time: 3174.68 ms
[2022-04-22 23:08:28 main:574] : INFO : Epoch 1999 | loss: 0.0311296 | val_loss: 0.031154 | Time: 3530.55 ms
[2022-04-22 23:08:32 main:574] : INFO : Epoch 2000 | loss: 0.0311271 | val_loss: 0.0311538 | Time: 3331.77 ms
[2022-04-22 23:08:35 main:574] : INFO : Epoch 2001 | loss: 0.0311265 | val_loss: 0.031154 | Time: 3145.26 ms
[2022-04-22 23:08:39 main:574] : INFO : Epoch 2002 | loss: 0.0311272 | val_loss: 0.0311554 | Time: 3244.9 ms
[2022-04-22 23:08:42 main:574] : INFO : Epoch 2003 | loss: 0.031127 | val_loss: 0.0311499 | Time: 3340.85 ms
[2022-04-22 23:08:46 main:574] : INFO : Epoch 2004 | loss: 0.0311263 | val_loss: 0.031154 | Time: 3264.46 ms
[2022-04-22 23:08:49 main:574] : INFO : Epoch 2005 | loss: 0.0311282 | val_loss: 0.0311572 | Time: 3254.33 ms
[2022-04-22 23:08:53 main:574] : INFO : Epoch 2006 | loss: 0.0311294 | val_loss: 0.0311592 | Time: 3624.15 ms
[2022-04-22 23:08:56 main:574] : INFO : Epoch 2007 | loss: 0.0311325 | val_loss: 0.0311717 | Time: 3161.52 ms
[2022-04-22 23:09:00 main:574] : INFO : Epoch 2008 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 3555.1 ms
[2022-04-22 23:09:04 main:574] : INFO : Epoch 2009 | loss: 0.0311297 | val_loss: 0.0311553 | Time: 3263.39 ms
[2022-04-22 23:09:07 main:574] : INFO : Epoch 2010 | loss: 0.0311277 | val_loss: 0.0311525 | Time: 3073.51 ms
[2022-04-22 23:09:10 main:574] : INFO : Epoch 2011 | loss: 0.0311295 | val_loss: 0.0311546 | Time: 3227.11 ms
[2022-04-22 23:09:13 main:574] : INFO : Epoch 2012 | loss: 0.0311313 | val_loss: 0.0311562 | Time: 3387.48 ms
[2022-04-22 23:09:17 main:574] : INFO : Epoch 2013 | loss: 0.0311325 | val_loss: 0.0311539 | Time: 3370.8 ms
[2022-04-22 23:09:20 main:574] : INFO : Epoch 2014 | loss: 0.0311324 | val_loss: 0.0311552 | Time: 3249.77 ms
[2022-04-22 23:09:23 main:574] : INFO : Epoch 2015 | loss: 0.0311293 | val_loss: 0.031149 | Time: 3214.72 ms
[2022-04-22 23:09:27 main:574] : INFO : Epoch 2016 | loss: 0.0311288 | val_loss: 0.0311536 | Time: 3424.24 ms
[2022-04-22 23:09:30 main:574] : INFO : Epoch 2017 | loss: 0.0311302 | val_loss: 0.0311624 | Time: 3391.98 ms
[2022-04-22 23:09:34 main:574] : INFO : Epoch 2018 | loss: 0.0311309 | val_loss: 0.0311523 | Time: 3522.69 ms
[2022-04-22 23:09:38 main:574] : INFO : Epoch 2019 | loss: 0.0311316 | val_loss: 0.0311583 | Time: 3189.86 ms
[2022-04-22 23:09:41 main:574] : INFO : Epoch 2020 | loss: 0.0311294 | val_loss: 0.0311564 | Time: 3634.89 ms
[2022-04-22 23:09:45 main:574] : INFO : Epoch 2021 | loss: 0.0311312 | val_loss: 0.0311604 | Time: 3211.39 ms
[2022-04-22 23:09:49 main:574] : INFO : Epoch 2022 | loss: 0.031132 | val_loss: 0.0311562 | Time: 3735.82 ms
[2022-04-22 23:09:53 main:574] : INFO : Epoch 2023 | loss: 0.0311319 | val_loss: 0.0311534 | Time: 3389.56 ms
[2022-04-22 23:09:57 main:574] : INFO : Epoch 2024 | loss: 0.0311301 | val_loss: 0.0311539 | Time: 3494.74 ms
[2022-04-22 23:10:01 main:574] : INFO : Epoch 2025 | loss: 0.031129 | val_loss: 0.0311541 | Time: 3898.78 ms
[2022-04-22 23:10:05 main:574] : INFO : Epoch 2026 | loss: 0.031128 | val_loss: 0.0311531 | Time: 3452.31 ms
[2022-04-22 23:10:08 main:574] : INFO : Epoch 2027 | loss: 0.031127 | val_loss: 0.031152 | Time: 3538.36 ms
[2022-04-22 23:10:12 main:574] : INFO : Epoch 2028 | loss: 0.0311276 | val_loss: 0.0311587 | Time: 3437.67 ms
[2022-04-22 23:10:16 main:574] : INFO : Epoch 2029 | loss: 0.0311282 | val_loss: 0.0311523 | Time: 3436.49 ms
[2022-04-22 23:10:20 main:574] : INFO : Epoch 2030 | loss: 0.0311274 | val_loss: 0.031152 | Time: 3277.17 ms
[2022-04-22 23:10:23 main:574] : INFO : Epoch 2031 | loss: 0.0311287 | val_loss: 0.0311519 | Time: 3347.73 ms
[2022-04-22 23:10:27 main:574] : INFO : Epoch 2032 | loss: 0.0311352 | val_loss: 0.0311531 | Time: 3384.28 ms
[2022-04-22 23:10:31 main:574] : INFO : Epoch 2033 | loss: 0.0311322 | val_loss: 0.0311531 | Time: 3555.23 ms
[2022-04-22 23:10:35 main:574] : INFO : Epoch 2034 | loss: 0.0311301 | val_loss: 0.0311505 | Time: 3322.3 ms
[2022-04-22 23:10:39 main:574] : INFO : Epoch 2035 | loss: 0.0311293 | val_loss: 0.0311508 | Time: 3520.93 ms
[2022-04-22 23:10:43 main:574] : INFO : Epoch 2036 | loss: 0.03113 | val_loss: 0.0311563 | Time: 3291.87 ms
[2022-04-22 23:10:47 main:574] : INFO : Epoch 2037 | loss: 0.0311302 | val_loss: 0.0311493 | Time: 3320.89 ms
[2022-04-22 23:10:50 main:574] : INFO : Epoch 2038 | loss: 0.0311308 | val_loss: 0.0311499 | Time: 3316.39 ms
[2022-04-22 23:10:54 main:574] : INFO : Epoch 2039 | loss: 0.0311308 | val_loss: 0.0311536 | Time: 3288.1 ms
[2022-04-22 23:10:58 main:574] : INFO : Epoch 2040 | loss: 0.0311321 | val_loss: 0.0311515 | Time: 3180 ms
[2022-04-22 23:11:03 main:574] : INFO : Epoch 2041 | loss: 0.0311357 | val_loss: 0.0311592 | Time: 3499.76 ms
[2022-04-22 23:11:07 main:574] : INFO : Epoch 2042 | loss: 0.0311343 | val_loss: 0.0311598 | Time: 3220.84 ms
[2022-04-22 23:11:10 main:574] : INFO : Epoch 2043 | loss: 0.031132 | val_loss: 0.0311568 | Time: 3331.11 ms
[2022-04-22 23:11:14 main:574] : INFO : Epoch 2044 | loss: 0.0311329 | val_loss: 0.0311551 | Time: 3286.01 ms
[2022-04-22 23:11:17 main:574] : INFO : Epoch 2045 | loss: 0.0311349 | val_loss: 0.0311576 | Time: 3664.18 ms
[2022-04-22 23:11:21 main:574] : INFO : Epoch 2046 | loss: 0.0311339 | val_loss: 0.0311541 | Time: 3287.42 ms
[2022-04-22 23:11:24 main:574] : INFO : Epoch 2047 | loss: 0.0311361 | val_loss: 0.031156 | Time: 3345.39 ms
[2022-04-22 23:11:28 main:574] : INFO : Epoch 2048 | loss: 0.0311351 | val_loss: 0.0311559 | Time: 3600.64 ms
[2022-04-22 23:11:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311559
[2022-04-22 23:11:28 main:603] : INFO : Saving end state to config to file
[2022-04-22 23:11:28 main:608] : INFO : Success, exiting..
23:11:28 (39020): 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)