Task 13932045
| Name | ParityModified-1647047985-20448-1-0_0 |
| Workunit | 11008589 |
| Created | 28 Mar 2022, 6:09:33 UTC |
| Sent | 1 Apr 2022, 20:22:43 UTC |
| Report deadline | 9 Apr 2022, 20:22:43 UTC |
| Received | 2 Apr 2022, 0:03:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16372 |
| Run time | 2 hours 21 min 43 sec |
| CPU time | 2 hours 20 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,613.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 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: 0.0311369 | val_loss: 0.0311566 | Time: 3341.13 ms
[2022-04-01 17:33:47 main:574] : INFO : Epoch 1543 | loss: 0.0311362 | val_loss: 0.0311563 | Time: 3308.69 ms
[2022-04-01 17:33:51 main:574] : INFO : Epoch 1544 | loss: 0.0311343 | val_loss: 0.0311603 | Time: 3354.32 ms
[2022-04-01 17:33:54 main:574] : INFO : Epoch 1545 | loss: 0.0311337 | val_loss: 0.0311565 | Time: 3364.05 ms
[2022-04-01 17:33:57 main:574] : INFO : Epoch 1546 | loss: 0.0311328 | val_loss: 0.0311606 | Time: 3383.39 ms
[2022-04-01 17:34:01 main:574] : INFO : Epoch 1547 | loss: 0.0311366 | val_loss: 0.0311612 | Time: 3351.8 ms
[2022-04-01 17:34:04 main:574] : INFO : Epoch 1548 | loss: 0.0311361 | val_loss: 0.0311614 | Time: 3368.91 ms
[2022-04-01 17:34:07 main:574] : INFO : Epoch 1549 | loss: 0.0311348 | val_loss: 0.0311556 | Time: 3317.44 ms
[2022-04-01 17:34:11 main:574] : INFO : Epoch 1550 | loss: 0.031135 | val_loss: 0.0311588 | Time: 3328.84 ms
[2022-04-01 17:34:14 main:574] : INFO : Epoch 1551 | loss: 0.0311341 | val_loss: 0.0311587 | Time: 3344.74 ms
[2022-04-01 17:34:17 main:574] : INFO : Epoch 1552 | loss: 0.0311332 | val_loss: 0.0311596 | Time: 3318.11 ms
[2022-04-01 17:34:21 main:574] : INFO : Epoch 1553 | loss: 0.0311331 | val_loss: 0.0311599 | Time: 3329.33 ms
[2022-04-01 17:34:24 main:574] : INFO : Epoch 1554 | loss: 0.031143 | val_loss: 0.0311602 | Time: 3336.74 ms
[2022-04-01 17:34:27 main:574] : INFO : Epoch 1555 | loss: 0.0311459 | val_loss: 0.0311546 | Time: 3360.38 ms
[2022-04-01 17:34:31 main:574] : INFO : Epoch 1556 | loss: 0.0311453 | val_loss: 0.0311554 | Time: 3336.38 ms
[2022-04-01 17:34:34 main:574] : INFO : Epoch 1557 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 3345.74 ms
[2022-04-01 17:34:37 main:574] : INFO : Epoch 1558 | loss: 0.0311497 | val_loss: 0.0311589 | Time: 3331.58 ms
[2022-04-01 17:34:41 main:574] : INFO : Epoch 1559 | loss: 0.0311458 | val_loss: 0.0311581 | Time: 3318.04 ms
[2022-04-01 17:34:44 main:574] : INFO : Epoch 1560 | loss: 0.0311428 | val_loss: 0.0311598 | Time: 3345.74 ms
[2022-04-01 17:34:47 main:574] : INFO : Epoch 1561 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 3327.9 ms
[2022-04-01 17:34:51 main:574] : INFO : Epoch 1562 | loss: 0.0311407 | val_loss: 0.0311594 | Time: 3327.69 ms
[2022-04-01 17:34:54 main:574] : INFO : Epoch 1563 | loss: 0.0311411 | val_loss: 0.0311573 | Time: 3314.33 ms
[2022-04-01 17:34:57 main:574] : INFO : Epoch 1564 | loss: 0.0311412 | val_loss: 0.0311616 | Time: 3348.08 ms
[2022-04-01 17:35:01 main:574] : INFO : Epoch 1565 | loss: 0.0311428 | val_loss: 0.0311612 | Time: 3330.07 ms
[2022-04-01 17:35:04 main:574] : INFO : Epoch 1566 | loss: 0.0311445 | val_loss: 0.0311601 | Time: 3337.96 ms
[2022-04-01 17:35:07 main:574] : INFO : Epoch 1567 | loss: 0.0311466 | val_loss: 0.0311617 | Time: 3315.71 ms
[2022-04-01 17:35:11 main:574] : INFO : Epoch 1568 | loss: 0.0311488 | val_loss: 0.0311658 | Time: 3326.49 ms
[2022-04-01 17:35:14 main:574] : INFO : Epoch 1569 | loss: 0.0311525 | val_loss: 0.0311609 | Time: 3344.97 ms
[2022-04-01 17:35:17 main:574] : INFO : Epoch 1570 | loss: 0.0311501 | val_loss: 0.0311583 | Time: 3316.86 ms
[2022-04-01 17:35:21 main:574] : INFO : Epoch 1571 | loss: 0.0311494 | val_loss: 0.0311585 | Time: 3320 ms
[2022-04-01 17:35:24 main:574] : INFO : Epoch 1572 | loss: 0.0311479 | val_loss: 0.0311584 | Time: 3326.25 ms
[2022-04-01 17:35:27 main:574] : INFO : Epoch 1573 | loss: 0.0311469 | val_loss: 0.0311592 | Time: 3394.07 ms
[2022-04-01 17:35:31 main:574] : INFO : Epoch 1574 | loss: 0.031146 | val_loss: 0.0311582 | Time: 3318.21 ms
[2022-04-01 17:35:34 main:574] : INFO : Epoch 1575 | loss: 0.0311451 | val_loss: 0.0311624 | Time: 3333.41 ms
[2022-04-01 17:35:38 main:574] : INFO : Epoch 1576 | loss: 0.0311446 | val_loss: 0.0311613 | Time: 3342.54 ms
[2022-04-01 17:35:41 main:574] : INFO : Epoch 1577 | loss: 0.0311444 | val_loss: 0.0311613 | Time: 3314.08 ms
[2022-04-01 17:35:44 main:574] : INFO : Epoch 1578 | loss: 0.0311435 | val_loss: 0.0311609 | Time: 3338.95 ms
[2022-04-01 17:35:48 main:574] : INFO : Epoch 1579 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 3356.08 ms
[2022-04-01 17:35:51 main:574] : INFO : Epoch 1580 | loss: 0.0311445 | val_loss: 0.0311638 | Time: 3333.97 ms
[2022-04-01 17:35:54 main:574] : INFO : Epoch 1581 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 3329.02 ms
[2022-04-01 17:35:58 main:574] : INFO : Epoch 1582 | loss: 0.031143 | val_loss: 0.0311657 | Time: 3345.42 ms
[2022-04-01 17:36:01 main:574] : INFO : Epoch 1583 | loss: 0.0311424 | val_loss: 0.0311635 | Time: 3335.82 ms
[2022-04-01 17:36:04 main:574] : INFO : Epoch 1584 | loss: 0.0311417 | val_loss: 0.0311593 | Time: 3351.26 ms
[2022-04-01 17:36:08 main:574] : INFO : Epoch 1585 | loss: 0.0311425 | val_loss: 0.0311616 | Time: 3422.28 ms
[2022-04-01 17:36:11 main:574] : INFO : Epoch 1586 | loss: 0.0311441 | val_loss: 0.0311607 | Time: 3381.51 ms
[2022-04-01 17:36:24 main:574] : INFO : Epoch 1587 | loss: 0.0311426 | val_loss: 0.0311601 | Time: 13416.1 ms
[2022-04-01 17:36:28 main:574] : INFO : Epoch 1588 | loss: 0.0311415 | val_loss: 0.031159 | Time: 3219.72 ms
[2022-04-01 17:36:31 main:574] : INFO : Epoch 1589 | loss: 0.0311433 | val_loss: 0.0311599 | Time: 3190.52 ms
[2022-04-01 17:36:34 main:574] : INFO : Epoch 1590 | loss: 0.031146 | val_loss: 0.0311594 | Time: 3291.05 ms
[2022-04-01 17:36:37 main:574] : INFO : Epoch 1591 | loss: 0.0311445 | val_loss: 0.0311584 | Time: 3279.5 ms
[2022-04-01 17:36:41 main:574] : INFO : Epoch 1592 | loss: 0.0311434 | val_loss: 0.0311587 | Time: 3284.93 ms
[2022-04-01 17:36:44 main:574] : INFO : Epoch 1593 | loss: 0.0311421 | val_loss: 0.031158 | Time: 3337.42 ms
[2022-04-01 17:36:47 main:574] : INFO : Epoch 1594 | loss: 0.0311417 | val_loss: 0.0311572 | Time: 3307.51 ms
[2022-04-01 17:36:51 main:574] : INFO : Epoch 1595 | loss: 0.0311418 | val_loss: 0.0311581 | Time: 3319.64 ms
[2022-04-01 17:36:54 main:574] : INFO : Epoch 1596 | loss: 0.0311418 | val_loss: 0.0311597 | Time: 3334.9 ms
[2022-04-01 17:36:57 main:574] : INFO : Epoch 1597 | loss: 0.0311429 | val_loss: 0.0311601 | Time: 3321.26 ms
[2022-04-01 17:37:01 main:574] : INFO : Epoch 1598 | loss: 0.0311515 | val_loss: 0.031158 | Time: 3326.67 ms
[2022-04-01 17:37:04 main:574] : INFO : Epoch 1599 | loss: 0.0311523 | val_loss: 0.0311578 | Time: 3341.53 ms
[2022-04-01 17:37:07 main:574] : INFO : Epoch 1600 | loss: 0.031151 | val_loss: 0.0311593 | Time: 3355.44 ms
[2022-04-01 17:37:11 main:574] : INFO : Epoch 1601 | loss: 0.0311506 | val_loss: 0.0311589 | Time: 3417.28 ms
[2022-04-01 17:37:14 main:574] : INFO : Epoch 1602 | loss: 0.0311506 | val_loss: 0.0311586 | Time: 3374.92 ms
[2022-04-01 17:37:18 main:574] : INFO : Epoch 1603 | loss: 0.0311482 | val_loss: 0.0311612 | Time: 3320.97 ms
[2022-04-01 17:37:21 main:574] : INFO : Epoch 1604 | loss: 0.0311482 | val_loss: 0.0311607 | Time: 3311.13 ms
[2022-04-01 17:37:24 main:574] : INFO : Epoch 1605 | loss: 0.031149 | val_loss: 0.0311615 | Time: 3327.13 ms
[2022-04-01 17:37:28 main:574] : INFO : Epoch 1606 | loss: 0.0311478 | val_loss: 0.0311602 | Time: 3345.68 ms
[2022-04-01 17:37:31 main:574] : INFO : Epoch 1607 | loss: 0.0311459 | val_loss: 0.0311628 | Time: 3298.22 ms
[2022-04-01 17:37:34 main:574] : INFO : Epoch 1608 | loss: 0.0311464 | val_loss: 0.0311595 | Time: 3352.29 ms
[2022-04-01 17:37:38 main:574] : INFO : Epoch 1609 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 3363.91 ms
[2022-04-01 17:37:41 main:574] : INFO : Epoch 1610 | loss: 0.0311457 | val_loss: 0.0311619 | Time: 3295.09 ms
[2022-04-01 17:37:44 main:574] : INFO : Epoch 1611 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 3347.72 ms
[2022-04-01 17:37:48 main:574] : INFO : Epoch 1612 | loss: 0.0311478 | val_loss: 0.0311583 | Time: 3339.31 ms
[2022-04-01 17:37:51 main:574] : INFO : Epoch 1613 | loss: 0.0311451 | val_loss: 0.0311586 | Time: 3330.59 ms
[2022-04-01 17:37:54 main:574] : INFO : Epoch 1614 | loss: 0.031144 | val_loss: 0.0311565 | Time: 3323.62 ms
[2022-04-01 17:37:58 main:574] : INFO : Epoch 1615 | loss: 0.0311466 | val_loss: 0.0311606 | Time: 3337 ms
[2022-04-01 17:38:01 main:574] : INFO : Epoch 1616 | loss: 0.0311561 | val_loss: 0.0311608 | Time: 3320.05 ms
[2022-04-01 17:38:04 main:574] : INFO : Epoch 1617 | loss: 0.0311525 | val_loss: 0.0311587 | Time: 3329.08 ms
[2022-04-01 17:38:08 main:574] : INFO : Epoch 1618 | loss: 0.0311497 | val_loss: 0.0311563 | Time: 3355.41 ms
[2022-04-01 17:38:11 main:574] : INFO : Epoch 1619 | loss: 0.0311499 | val_loss: 0.0311564 | Time: 3322.97 ms
[2022-04-01 17:38:14 main:574] : INFO : Epoch 1620 | loss: 0.031148 | val_loss: 0.031154 | Time: 3346.87 ms
[2022-04-01 17:38:18 main:574] : INFO : Epoch 1621 | loss: 0.0311473 | val_loss: 0.031157 | Time: 3336.63 ms
[2022-04-01 17:38:21 main:574] : INFO : Epoch 1622 | loss: 0.0311471 | val_loss: 0.0311554 | Time: 3316.79 ms
[2022-04-01 17:38:24 main:574] : INFO : Epoch 1623 | loss: 0.0311471 | val_loss: 0.0311609 | Time: 3352.76 ms
[2022-04-01 17:38:28 main:574] : INFO : Epoch 1624 | loss: 0.0311474 | val_loss: 0.0311578 | Time: 3395.23 ms
[2022-04-01 17:38:31 main:574] : INFO : Epoch 1625 | loss: 0.0311447 | val_loss: 0.031156 | Time: 3344.26 ms
[2022-04-01 17:38:34 main:574] : INFO : Epoch 1626 | loss: 0.0311434 | val_loss: 0.0311552 | Time: 3349.35 ms
[2022-04-01 17:38:38 main:574] : INFO : Epoch 1627 | loss: 0.0311422 | val_loss: 0.031158 | Time: 3358.8 ms
[2022-04-01 17:38:41 main:574] : INFO : Epoch 1628 | loss: 0.0311435 | val_loss: 0.0311577 | Time: 3315.02 ms
[2022-04-01 17:38:44 main:574] : INFO : Epoch 1629 | loss: 0.031144 | val_loss: 0.0311572 | Time: 3346.44 ms
[2022-04-01 17:38:48 main:574] : INFO : Epoch 1630 | loss: 0.0311421 | val_loss: 0.0311541 | Time: 3371.47 ms
[2022-04-01 17:38:51 main:574] : INFO : Epoch 1631 | loss: 0.0311415 | val_loss: 0.0311554 | Time: 3322.28 ms
[2022-04-01 17:38:54 main:574] : INFO : Epoch 1632 | loss: 0.0311404 | val_loss: 0.0311553 | Time: 3337.99 ms
[2022-04-01 17:38:58 main:574] : INFO : Epoch 1633 | loss: 0.0311399 | val_loss: 0.0311548 | Time: 3379.02 ms
[2022-04-01 17:39:01 main:574] : INFO : Epoch 1634 | loss: 0.0311401 | val_loss: 0.0311569 | Time: 3405.03 ms
[2022-04-01 17:39:05 main:574] : INFO : Epoch 1635 | loss: 0.0311399 | val_loss: 0.0311571 | Time: 3369.39 ms
[2022-04-01 17:39:08 main:574] : INFO : Epoch 1636 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 3357.41 ms
[2022-04-01 17:39:11 main:574] : INFO : Epoch 1637 | loss: 0.0311388 | val_loss: 0.0311554 | Time: 3292.27 ms
[2022-04-01 17:39:15 main:574] : INFO : Epoch 1638 | loss: 0.0311393 | val_loss: 0.0311562 | Time: 3350.17 ms
[2022-04-01 17:39:18 main:574] : INFO : Epoch 1639 | loss: 0.0311417 | val_loss: 0.0311601 | Time: 3355.75 ms
[2022-04-01 17:39:21 main:574] : INFO : Epoch 1640 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 3330.78 ms
[2022-04-01 17:39:25 main:574] : INFO : Epoch 1641 | loss: 0.0311383 | val_loss: 0.0311558 | Time: 3345.74 ms
[2022-04-01 17:39:28 main:574] : INFO : Epoch 1642 | loss: 0.0311373 | val_loss: 0.0311543 | Time: 3388.88 ms
[2022-04-01 17:39:31 main:574] : INFO : Epoch 1643 | loss: 0.0311387 | val_loss: 0.0311531 | Time: 3360.1 ms
[2022-04-01 17:39:35 main:574] : INFO : Epoch 1644 | loss: 0.0311386 | val_loss: 0.0311546 | Time: 3350.11 ms
[2022-04-01 17:39:38 main:574] : INFO : Epoch 1645 | loss: 0.0311375 | val_loss: 0.0311553 | Time: 3368.85 ms
[2022-04-01 17:39:41 main:574] : INFO : Epoch 1646 | loss: 0.0311368 | val_loss: 0.0311541 | Time: 3311.62 ms
[2022-04-01 17:39:45 main:574] : INFO : Epoch 1647 | loss: 0.0311353 | val_loss: 0.0311539 | Time: 3364.68 ms
[2022-04-01 17:39:48 main:574] : INFO : Epoch 1648 | loss: 0.0311356 | val_loss: 0.0311556 | Time: 3380.07 ms
[2022-04-01 17:39:52 main:574] : INFO : Epoch 1649 | loss: 0.0311361 | val_loss: 0.0311548 | Time: 3348.6 ms
[2022-04-01 17:39:55 main:574] : INFO : Epoch 1650 | loss: 0.0311371 | val_loss: 0.0311553 | Time: 3371.71 ms
[2022-04-01 17:39:58 main:574] : INFO : Epoch 1651 | loss: 0.0311369 | val_loss: 0.0311561 | Time: 3371.66 ms
[2022-04-01 17:40:02 main:574] : INFO : Epoch 1652 | loss: 0.0311369 | val_loss: 0.031156 | Time: 3351.47 ms
[2022-04-01 17:40:05 main:574] : INFO : Epoch 1653 | loss: 0.0311363 | val_loss: 0.0311551 | Time: 3359.96 ms
[2022-04-01 17:40:08 main:574] : INFO : Epoch 1654 | loss: 0.0311347 | val_loss: 0.0311557 | Time: 3372.03 ms
[2022-04-01 17:40:12 main:574] : INFO : Epoch 1655 | loss: 0.031134 | val_loss: 0.0311566 | Time: 3352.76 ms
[2022-04-01 17:40:15 main:574] : INFO : Epoch 1656 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 3397.65 ms
[2022-04-01 17:40:19 main:574] : INFO : Epoch 1657 | loss: 0.0311361 | val_loss: 0.031158 | Time: 3363.91 ms
[2022-04-01 17:40:22 main:574] : INFO : Epoch 1658 | loss: 0.0311433 | val_loss: 0.0311592 | Time: 3325.71 ms
[2022-04-01 17:40:25 main:574] : INFO : Epoch 1659 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 3344.48 ms
[2022-04-01 17:40:29 main:574] : INFO : Epoch 1660 | loss: 0.031142 | val_loss: 0.0311607 | Time: 3350.44 ms
[2022-04-01 17:40:32 main:574] : INFO : Epoch 1661 | loss: 0.0311415 | val_loss: 0.0311549 | Time: 3348.54 ms
[2022-04-01 17:40:35 main:574] : INFO : Epoch 1662 | loss: 0.0311401 | val_loss: 0.0311612 | Time: 3354.79 ms
[2022-04-01 17:40:39 main:574] : INFO : Epoch 1663 | loss: 0.0311393 | val_loss: 0.0311598 | Time: 3351.47 ms
[2022-04-01 17:40:42 main:574] : INFO : Epoch 1664 | loss: 0.0311393 | val_loss: 0.031168 | Time: 3342.81 ms
[2022-04-01 17:40:45 main:574] : INFO : Epoch 1665 | loss: 0.031139 | val_loss: 0.0311597 | Time: 3351.78 ms
[2022-04-01 17:40:49 main:574] : INFO : Epoch 1666 | loss: 0.0311348 | val_loss: 0.0311578 | Time: 3383.96 ms
[2022-04-01 17:40:52 main:574] : INFO : Epoch 1667 | loss: 0.0311354 | val_loss: 0.0311533 | Time: 3344.47 ms
[2022-04-01 17:40:55 main:574] : INFO : Epoch 1668 | loss: 0.0311342 | val_loss: 0.0311565 | Time: 3373.42 ms
[2022-04-01 17:40:59 main:574] : INFO : Epoch 1669 | loss: 0.031145 | val_loss: 0.0311595 | Time: 3415.82 ms
[2022-04-01 17:41:02 main:574] : INFO : Epoch 1670 | loss: 0.0311483 | val_loss: 0.0311555 | Time: 3363.19 ms
[2022-04-01 17:41:06 main:574] : INFO : Epoch 1671 | loss: 0.0311427 | val_loss: 0.0311556 | Time: 3349.9 ms
[2022-04-01 17:41:09 main:574] : INFO : Epoch 1672 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 3387.76 ms
[2022-04-01 17:41:12 main:574] : INFO : Epoch 1673 | loss: 0.0311376 | val_loss: 0.0311586 | Time: 3315.33 ms
[2022-04-01 17:41:16 main:574] : INFO : Epoch 1674 | loss: 0.0311407 | val_loss: 0.0311582 | Time: 3523.26 ms
[2022-04-01 17:41:19 main:574] : INFO : Epoch 1675 | loss: 0.0311425 | val_loss: 0.0311546 | Time: 3372.12 ms
[2022-04-01 17:41:23 main:574] : INFO : Epoch 1676 | loss: 0.0311429 | val_loss: 0.0311565 | Time: 3384.22 ms
[2022-04-01 17:41:26 main:574] : INFO : Epoch 1677 | loss: 0.0311418 | val_loss: 0.0311544 | Time: 3389.25 ms
[2022-04-01 17:41:29 main:574] : INFO : Epoch 1678 | loss: 0.0311425 | val_loss: 0.0311553 | Time: 3355.06 ms
[2022-04-01 17:41:33 main:574] : INFO : Epoch 1679 | loss: 0.0311401 | val_loss: 0.0311541 | Time: 3374.05 ms
[2022-04-01 17:41:36 main:574] : INFO : Epoch 1680 | loss: 0.0311393 | val_loss: 0.0311565 | Time: 3361.24 ms
[2022-04-01 17:41:39 main:574] : INFO : Epoch 1681 | loss: 0.0311383 | val_loss: 0.0311549 | Time: 3393.16 ms
[2022-04-01 17:41:43 main:574] : INFO : Epoch 1682 | loss: 0.031136 | val_loss: 0.031158 | Time: 3351.47 ms
[2022-04-01 17:41:46 main:574] : INFO : Epoch 1683 | loss: 0.0311377 | val_loss: 0.031157 | Time: 3315.23 ms
[2022-04-01 17:41:50 main:574] : INFO : Epoch 1684 | loss: 0.031137 | val_loss: 0.0311567 | Time: 3345.06 ms
[2022-04-01 17:41:53 main:574] : INFO : Epoch 1685 | loss: 0.0311345 | val_loss: 0.0311548 | Time: 3358.19 ms
[2022-04-01 17:41:56 main:574] : INFO : Epoch 1686 | loss: 0.0311342 | val_loss: 0.0311545 | Time: 3467.87 ms
[2022-04-01 17:42:00 main:574] : INFO : Epoch 1687 | loss: 0.0311342 | val_loss: 0.0311567 | Time: 3388.09 ms
[2022-04-01 17:42:03 main:574] : INFO : Epoch 1688 | loss: 0.0311344 | val_loss: 0.031155 | Time: 3376.52 ms
[2022-04-01 17:42:06 main:574] : INFO : Epoch 1689 | loss: 0.0311349 | val_loss: 0.0311589 | Time: 3307.45 ms
[2022-04-01 17:42:10 main:574] : INFO : Epoch 1690 | loss: 0.0311349 | val_loss: 0.0311534 | Time: 3338.23 ms
[2022-04-01 17:42:13 main:574] : INFO : Epoch 1691 | loss: 0.0311338 | val_loss: 0.0311565 | Time: 3343.65 ms
[2022-04-01 17:42:16 main:574] : INFO : Epoch 1692 | loss: 0.031134 | val_loss: 0.0311548 | Time: 3302.11 ms
[2022-04-01 17:42:20 main:574] : INFO : Epoch 1693 | loss: 0.0311333 | val_loss: 0.0311549 | Time: 3333.01 ms
[2022-04-01 17:42:23 main:574] : INFO : Epoch 1694 | loss: 0.0311332 | val_loss: 0.0311545 | Time: 3351.52 ms
[2022-04-01 17:42:26 main:574] : INFO : Epoch 1695 | loss: 0.0311333 | val_loss: 0.0311601 | Time: 3356.1 ms
[2022-04-01 17:42:30 main:574] : INFO : Epoch 1696 | loss: 0.0311346 | val_loss: 0.0311577 | Time: 3367.25 ms
[2022-04-01 17:42:33 main:574] : INFO : Epoch 1697 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 3354.12 ms
[2022-04-01 17:42:37 main:574] : INFO : Epoch 1698 | loss: 0.0311391 | val_loss: 0.0311624 | Time: 3335.67 ms
[2022-04-01 17:42:40 main:574] : INFO : Epoch 1699 | loss: 0.0311372 | val_loss: 0.0311603 | Time: 3341.02 ms
[2022-04-01 17:42:43 main:574] : INFO : Epoch 1700 | loss: 0.0311351 | val_loss: 0.0311602 | Time: 3327.98 ms
[2022-04-01 17:42:47 main:574] : INFO : Epoch 1701 | loss: 0.0311341 | val_loss: 0.0311589 | Time: 3316.47 ms
[2022-04-01 17:42:50 main:574] : INFO : Epoch 1702 | loss: 0.0311318 | val_loss: 0.0311591 | Time: 3349.97 ms
[2022-04-01 17:42:53 main:574] : INFO : Epoch 1703 | loss: 0.0311325 | val_loss: 0.031157 | Time: 3353.87 ms
[2022-04-01 17:42:57 main:574] : INFO : Epoch 1704 | loss: 0.0311339 | val_loss: 0.0311552 | Time: 3339.19 ms
[2022-04-01 17:43:00 main:574] : INFO : Epoch 1705 | loss: 0.0311345 | val_loss: 0.0311571 | Time: 3340.44 ms
[2022-04-01 17:43:03 main:574] : INFO : Epoch 1706 | loss: 0.0311334 | val_loss: 0.031154 | Time: 3348.36 ms
[2022-04-01 17:43:07 main:574] : INFO : Epoch 1707 | loss: 0.0311331 | val_loss: 0.0311576 | Time: 3336.97 ms
[2022-04-01 17:43:10 main:574] : INFO : Epoch 1708 | loss: 0.0311344 | val_loss: 0.0311578 | Time: 3340.85 ms
[2022-04-01 17:43:13 main:574] : INFO : Epoch 1709 | loss: 0.0311328 | val_loss: 0.0311574 | Time: 3338.98 ms
[2022-04-01 17:43:17 main:574] : INFO : Epoch 1710 | loss: 0.0311315 | val_loss: 0.0311579 | Time: 3291.54 ms
[2022-04-01 17:43:20 main:574] : INFO : Epoch 1711 | loss: 0.0311333 | val_loss: 0.0311599 | Time: 3343.79 ms
[2022-04-01 17:43:23 main:574] : INFO : Epoch 1712 | loss: 0.0311341 | val_loss: 0.0311575 | Time: 3387.91 ms
[2022-04-01 17:43:27 main:574] : INFO : Epoch 1713 | loss: 0.0311325 | val_loss: 0.0311581 | Time: 3325.94 ms
[2022-04-01 17:43:30 main:574] : INFO : Epoch 1714 | loss: 0.0311318 | val_loss: 0.0311613 | Time: 3334.8 ms
[2022-04-01 17:43:33 main:574] : INFO : Epoch 1715 | loss: 0.0311317 | val_loss: 0.0311568 | Time: 3315.07 ms
[2022-04-01 17:43:37 main:574] : INFO : Epoch 1716 | loss: 0.0311337 | val_loss: 0.0311625 | Time: 3310.5 ms
[2022-04-01 17:43:40 main:574] : INFO : Epoch 1717 | loss: 0.0311326 | val_loss: 0.0311595 | Time: 3345.53 ms
[2022-04-01 17:43:43 main:574] : INFO : Epoch 1718 | loss: 0.0311313 | val_loss: 0.0311593 | Time: 3333.17 ms
[2022-04-01 17:43:47 main:574] : INFO : Epoch 1719 | loss: 0.0311307 | val_loss: 0.0311601 | Time: 3310.51 ms
[2022-04-01 17:43:50 main:574] : INFO : Epoch 1720 | loss: 0.0311313 | val_loss: 0.0311615 | Time: 3360.73 ms
[2022-04-01 17:43:53 main:574] : INFO : Epoch 1721 | loss: 0.0311325 | val_loss: 0.0311619 | Time: 3335.58 ms
[2022-04-01 17:43:57 main:574] : INFO : Epoch 1722 | loss: 0.0311298 | val_loss: 0.0311587 | Time: 3304.43 ms
[2022-04-01 17:44:00 main:574] : INFO : Epoch 1723 | loss: 0.0311313 | val_loss: 0.0311579 | Time: 3337.59 ms
[2022-04-01 17:44:03 main:574] : INFO : Epoch 1724 | loss: 0.0311294 | val_loss: 0.0311599 | Time: 3330.82 ms
[2022-04-01 17:44:07 main:574] : INFO : Epoch 1725 | loss: 0.031136 | val_loss: 0.0311602 | Time: 3309.23 ms
[2022-04-01 17:44:10 main:574] : INFO : Epoch 1726 | loss: 0.0311377 | val_loss: 0.0311589 | Time: 3337.3 ms
[2022-04-01 17:44:13 main:574] : INFO : Epoch 1727 | loss: 0.0311328 | val_loss: 0.0311561 | Time: 3330.86 ms
[2022-04-01 17:44:17 main:574] : INFO : Epoch 1728 | loss: 0.0311326 | val_loss: 0.0311557 | Time: 3297.24 ms
[2022-04-01 17:44:20 main:574] : INFO : Epoch 1729 | loss: 0.031134 | val_loss: 0.0311542 | Time: 3341.12 ms
[2022-04-01 17:44:23 main:574] : INFO : Epoch 1730 | loss: 0.0311337 | val_loss: 0.0311594 | Time: 3346.6 ms
[2022-04-01 17:44:27 main:574] : INFO : Epoch 1731 | loss: 0.0311337 | val_loss: 0.0311572 | Time: 3330.87 ms
[2022-04-01 17:44:30 main:574] : INFO : Epoch 1732 | loss: 0.0311316 | val_loss: 0.0311588 | Time: 3345.04 ms
[2022-04-01 17:44:33 main:574] : INFO : Epoch 1733 | loss: 0.0311311 | val_loss: 0.0311586 | Time: 3335.21 ms
[2022-04-01 17:44:37 main:574] : INFO : Epoch 1734 | loss: 0.0311309 | val_loss: 0.0311599 | Time: 3320.09 ms
[2022-04-01 17:44:40 main:574] : INFO : Epoch 1735 | loss: 0.0311303 | val_loss: 0.0311568 | Time: 3357.87 ms
[2022-04-01 17:44:43 main:574] : INFO : Epoch 1736 | loss: 0.0311289 | val_loss: 0.031159 | Time: 3335.42 ms
[2022-04-01 17:44:47 main:574] : INFO : Epoch 1737 | loss: 0.0311317 | val_loss: 0.0311659 | Time: 3314.05 ms
[2022-04-01 17:44:50 main:574] : INFO : Epoch 1738 | loss: 0.031131 | val_loss: 0.0311555 | Time: 3334.88 ms
[2022-04-01 17:44:53 main:574] : INFO : Epoch 1739 | loss: 0.0311293 | val_loss: 0.03116 | Time: 3346.3 ms
[2022-04-01 17:44:57 main:574] : INFO : Epoch 1740 | loss: 0.0311293 | val_loss: 0.031159 | Time: 3296.76 ms
[2022-04-01 17:45:00 main:574] : INFO : Epoch 1741 | loss: 0.0311283 | val_loss: 0.0311576 | Time: 3396.48 ms
[2022-04-01 17:45:04 main:574] : INFO : Epoch 1742 | loss: 0.0311285 | val_loss: 0.03116 | Time: 3427.1 ms
[2022-04-01 17:45:07 main:574] : INFO : Epoch 1743 | loss: 0.0311282 | val_loss: 0.0311573 | Time: 3310.53 ms
[2022-04-01 17:45:10 main:574] : INFO : Epoch 1744 | loss: 0.0311294 | val_loss: 0.031157 | Time: 3306.1 ms
[2022-04-01 17:45:13 main:574] : INFO : Epoch 1745 | loss: 0.0311303 | val_loss: 0.0311563 | Time: 3324.14 ms
[2022-04-01 17:45:17 main:574] : INFO : Epoch 1746 | loss: 0.0311309 | val_loss: 0.0311534 | Time: 3303.91 ms
[2022-04-01 17:45:20 main:574] : INFO : Epoch 1747 | loss: 0.0311391 | val_loss: 0.0311516 | Time: 3338.58 ms
[2022-04-01 17:45:23 main:574] : INFO : Epoch 1748 | loss: 0.0311384 | val_loss: 0.031154 | Time: 3346.71 ms
[2022-04-01 17:45:27 main:574] : INFO : Epoch 1749 | loss: 0.0311361 | val_loss: 0.0311571 | Time: 3316.53 ms
[2022-04-01 17:45:30 main:574] : INFO : Epoch 1750 | loss: 0.0311349 | val_loss: 0.0311572 | Time: 3320.63 ms
[2022-04-01 17:45:33 main:574] : INFO : Epoch 1751 | loss: 0.0311342 | val_loss: 0.0311572 | Time: 3327.69 ms
[2022-04-01 17:45:37 main:574] : INFO : Epoch 1752 | loss: 0.0311325 | val_loss: 0.0311574 | Time: 3291.9 ms
[2022-04-01 17:45:40 main:574] : INFO : Epoch 1753 | loss: 0.0311314 | val_loss: 0.0311573 | Time: 3322.81 ms
[2022-04-01 17:45:43 main:574] : INFO : Epoch 1754 | loss: 0.0311342 | val_loss: 0.0311571 | Time: 3315.77 ms
[2022-04-01 17:45:47 main:574] : INFO : Epoch 1755 | loss: 0.0311351 | val_loss: 0.0311571 | Time: 3302.77 ms
[2022-04-01 17:45:50 main:574] : INFO : Epoch 1756 | loss: 0.0311346 | val_loss: 0.0311576 | Time: 3359.58 ms
[2022-04-01 17:45:54 main:574] : INFO : Epoch 1757 | loss: 0.0311355 | val_loss: 0.0311589 | Time: 3860.39 ms
[2022-04-01 17:45:57 main:574] : INFO : Epoch 1758 | loss: 0.03114 | val_loss: 0.0311578 | Time: 3408.06 ms
[2022-04-01 17:46:01 main:574] : INFO : Epoch 1759 | loss: 0.0311353 | val_loss: 0.0311563 | Time: 3356 ms
[2022-04-01 17:46:04 main:574] : INFO : Epoch 1760 | loss: 0.0311327 | val_loss: 0.0311629 | Time: 3357.5 ms
[2022-04-01 17:46:07 main:574] : INFO : Epoch 1761 | loss: 0.0311318 | val_loss: 0.0311589 | Time: 3355.2 ms
[2022-04-01 17:46:11 main:574] : INFO : Epoch 1762 | loss: 0.0311299 | val_loss: 0.0311561 | Time: 3337.29 ms
[2022-04-01 17:46:14 main:574] : INFO : Epoch 1763 | loss: 0.0311315 | val_loss: 0.031158 | Time: 3347.94 ms
[2022-04-01 17:46:17 main:574] : INFO : Epoch 1764 | loss: 0.0311316 | val_loss: 0.0311563 | Time: 3351.76 ms
[2022-04-01 17:46:21 main:574] : INFO : Epoch 1765 | loss: 0.0311307 | val_loss: 0.0311574 | Time: 3318.28 ms
[2022-04-01 17:46:24 main:574] : INFO : Epoch 1766 | loss: 0.0311297 | val_loss: 0.0311566 | Time: 3339.98 ms
[2022-04-01 17:46:27 main:574] : INFO : Epoch 1767 | loss: 0.0311292 | val_loss: 0.031157 | Time: 3347.91 ms
[2022-04-01 17:46:31 main:574] : INFO : Epoch 1768 | loss: 0.0311289 | val_loss: 0.0311552 | Time: 3319.37 ms
[2022-04-01 17:46:34 main:574] : INFO : Epoch 1769 | loss: 0.0311295 | val_loss: 0.0311584 | Time: 3350.56 ms
[2022-04-01 17:46:37 main:574] : INFO : Epoch 1770 | loss: 0.0311282 | val_loss: 0.0311582 | Time: 3330.87 ms
[2022-04-01 17:46:41 main:574] : INFO : Epoch 1771 | loss: 0.0311289 | val_loss: 0.0311591 | Time: 3289.74 ms
[2022-04-01 17:46:44 main:574] : INFO : Epoch 1772 | loss: 0.0311296 | val_loss: 0.0311577 | Time: 3309.47 ms
[2022-04-01 17:46:47 main:574] : INFO : Epoch 1773 | loss: 0.0311307 | val_loss: 0.0311582 | Time: 3325.09 ms
[2022-04-01 17:46:51 main:574] : INFO : Epoch 1774 | loss: 0.0311314 | val_loss: 0.0311574 | Time: 3329.61 ms
[2022-04-01 17:46:54 main:574] : INFO : Epoch 1775 | loss: 0.0311292 | val_loss: 0.0311591 | Time: 3346.87 ms
[2022-04-01 17:46:57 main:574] : INFO : Epoch 1776 | loss: 0.0311284 | val_loss: 0.0311593 | Time: 3331.28 ms
[2022-04-01 17:47:01 main:574] : INFO : Epoch 1777 | loss: 0.0311275 | val_loss: 0.0311588 | Time: 3311.68 ms
[2022-04-01 17:47:04 main:574] : INFO : Epoch 1778 | loss: 0.0311256 | val_loss: 0.0311568 | Time: 3327.28 ms
[2022-04-01 17:47:07 main:574] : INFO : Epoch 1779 | loss: 0.0311267 | val_loss: 0.0311594 | Time: 3331.69 ms
[2022-04-01 17:47:11 main:574] : INFO : Epoch 1780 | loss: 0.0311279 | val_loss: 0.0311569 | Time: 3346.89 ms
[2022-04-01 17:47:14 main:574] : INFO : Epoch 1781 | loss: 0.0311268 | val_loss: 0.0311585 | Time: 3347.51 ms
[2022-04-01 17:47:17 main:574] : INFO : Epoch 1782 | loss: 0.0311299 | val_loss: 0.0311591 | Time: 3331.64 ms
[2022-04-01 17:47:21 main:574] : INFO : Epoch 1783 | loss: 0.0311288 | val_loss: 0.0311586 | Time: 3331.25 ms
[2022-04-01 17:47:24 main:574] : INFO : Epoch 1784 | loss: 0.0311317 | val_loss: 0.0311593 | Time: 3328.07 ms
[2022-04-01 17:47:27 main:574] : INFO : Epoch 1785 | loss: 0.0311318 | val_loss: 0.0311613 | Time: 3372.75 ms
[2022-04-01 17:47:31 main:574] : INFO : Epoch 1786 | loss: 0.0311353 | val_loss: 0.0311588 | Time: 3315.92 ms
[2022-04-01 17:47:34 main:574] : INFO : Epoch 1787 | loss: 0.0311295 | val_loss: 0.0311592 | Time: 3326.68 ms
[2022-04-01 17:47:37 main:574] : INFO : Epoch 1788 | loss: 0.0311269 | val_loss: 0.031156 | Time: 3325.67 ms
[2022-04-01 17:47:41 main:574] : INFO : Epoch 1789 | loss: 0.0311277 | val_loss: 0.031159 | Time: 3306.56 ms
[2022-04-01 17:47:44 main:574] : INFO : Epoch 1790 | loss: 0.031126 | val_loss: 0.0311612 | Time: 3345.6 ms
[2022-04-01 17:47:47 main:574] : INFO : Epoch 1791 | loss: 0.031125 | val_loss: 0.0311575 | Time: 3342.55 ms
[2022-04-01 17:47:51 main:574] : INFO : Epoch 1792 | loss: 0.0311257 | val_loss: 0.031159 | Time: 3361.03 ms
[2022-04-01 17:47:54 main:574] : INFO : Epoch 1793 | loss: 0.0311261 | val_loss: 0.0311577 | Time: 3389.68 ms
[2022-04-01 17:47:58 main:574] : INFO : Epoch 1794 | loss: 0.0311264 | val_loss: 0.0311569 | Time: 3329.1 ms
[2022-04-01 17:48:01 main:574] : INFO : Epoch 1795 | loss: 0.0311262 | val_loss: 0.031157 | Time: 3427.73 ms
[2022-04-01 17:48:05 main:574] : INFO : Epoch 1796 | loss: 0.0311317 | val_loss: 0.0311556 | Time: 3836.66 ms
[2022-04-01 17:48:08 main:574] : INFO : Epoch 1797 | loss: 0.0311356 | val_loss: 0.0311575 | Time: 3360.06 ms
[2022-04-01 17:48:12 main:574] : INFO : Epoch 1798 | loss: 0.0311317 | val_loss: 0.0311568 | Time: 3305.92 ms
[2022-04-01 17:48:15 main:574] : INFO : Epoch 1799 | loss: 0.0311334 | val_loss: 0.0311572 | Time: 3308.26 ms
[2022-04-01 17:48:18 main:574] : INFO : Epoch 1800 | loss: 0.0311335 | val_loss: 0.0311557 | Time: 3324.13 ms
[2022-04-01 17:48:21 main:574] : INFO : Epoch 1801 | loss: 0.0311311 | val_loss: 0.0311579 | Time: 3294.74 ms
[2022-04-01 17:48:25 main:574] : INFO : Epoch 1802 | loss: 0.0311311 | val_loss: 0.0311631 | Time: 3317.61 ms
[2022-04-01 17:48:28 main:574] : INFO : Epoch 1803 | loss: 0.0311313 | val_loss: 0.0311626 | Time: 3332.7 ms
[2022-04-01 17:48:31 main:574] : INFO : Epoch 1804 | loss: 0.0311289 | val_loss: 0.0311587 | Time: 3262.53 ms
[2022-04-01 17:48:35 main:574] : INFO : Epoch 1805 | loss: 0.0311321 | val_loss: 0.0311579 | Time: 3310.68 ms
[2022-04-01 17:48:38 main:574] : INFO : Epoch 1806 | loss: 0.0311317 | val_loss: 0.0311585 | Time: 3313.74 ms
[2022-04-01 17:48:41 main:574] : INFO : Epoch 1807 | loss: 0.031134 | val_loss: 0.0311613 | Time: 3275.42 ms
[2022-04-01 17:48:45 main:574] : INFO : Epoch 1808 | loss: 0.0311398 | val_loss: 0.0311594 | Time: 3312.69 ms
[2022-04-01 17:48:48 main:574] : INFO : Epoch 1809 | loss: 0.031138 | val_loss: 0.0311572 | Time: 3298.52 ms
[2022-04-01 17:48:51 main:574] : INFO : Epoch 1810 | loss: 0.0311347 | val_loss: 0.0311592 | Time: 3261.56 ms
[2022-04-01 17:48:54 main:574] : INFO : Epoch 1811 | loss: 0.0311345 | val_loss: 0.03116 | Time: 3324.87 ms
[2022-04-01 17:48:58 main:574] : INFO : Epoch 1812 | loss: 0.0311409 | val_loss: 0.031167 | Time: 3322.15 ms
[2022-04-01 17:49:01 main:574] : INFO : Epoch 1813 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 3312.99 ms
[2022-04-01 17:49:04 main:574] : INFO : Epoch 1814 | loss: 0.0311358 | val_loss: 0.0311577 | Time: 3313.95 ms
[2022-04-01 17:49:08 main:574] : INFO : Epoch 1815 | loss: 0.0311334 | val_loss: 0.031158 | Time: 3293.42 ms
[2022-04-01 17:49:11 main:574] : INFO : Epoch 1816 | loss: 0.0311312 | val_loss: 0.0311559 | Time: 3274 ms
[2022-04-01 17:49:14 main:574] : INFO : Epoch 1817 | loss: 0.0311304 | val_loss: 0.0311603 | Time: 3286.59 ms
[2022-04-01 17:49:18 main:574] : INFO : Epoch 1818 | loss: 0.0311293 | val_loss: 0.0311591 | Time: 3311.16 ms
[2022-04-01 17:49:21 main:574] : INFO : Epoch 1819 | loss: 0.0311271 | val_loss: 0.0311581 | Time: 3273.08 ms
[2022-04-01 17:49:24 main:574] : INFO : Epoch 1820 | loss: 0.0311303 | val_loss: 0.0311575 | Time: 3304.08 ms
[2022-04-01 17:49:28 main:574] : INFO : Epoch 1821 | loss: 0.0311272 | val_loss: 0.0311598 | Time: 3312.94 ms
[2022-04-01 17:49:31 main:574] : INFO : Epoch 1822 | loss: 0.0311257 | val_loss: 0.0311599 | Time: 3299.75 ms
[2022-04-01 17:49:34 main:574] : INFO : Epoch 1823 | loss: 0.0311309 | val_loss: 0.0311572 | Time: 3298.78 ms
[2022-04-01 17:49:37 main:574] : INFO : Epoch 1824 | loss: 0.0311375 | val_loss: 0.0311583 | Time: 3289.59 ms
[2022-04-01 17:49:41 main:574] : INFO : Epoch 1825 | loss: 0.0311338 | val_loss: 0.0311576 | Time: 3280.01 ms
[2022-04-01 17:49:44 main:574] : INFO : Epoch 1826 | loss: 0.0311302 | val_loss: 0.0311602 | Time: 3294.64 ms
[2022-04-01 17:49:47 main:574] : INFO : Epoch 1827 | loss: 0.031129 | val_loss: 0.0311599 | Time: 3274.62 ms
[2022-04-01 17:49:51 main:574] : INFO : Epoch 1828 | loss: 0.0311279 | val_loss: 0.0311586 | Time: 3273.28 ms
[2022-04-01 17:49:54 main:574] : INFO : Epoch 1829 | loss: 0.0311264 | val_loss: 0.0311592 | Time: 3301.64 ms
[2022-04-01 17:49:57 main:574] : INFO : Epoch 1830 | loss: 0.0311312 | val_loss: 0.0311585 | Time: 3291.46 ms
[2022-04-01 17:50:01 main:574] : INFO : Epoch 1831 | loss: 0.0311316 | val_loss: 0.0311554 | Time: 3333.39 ms
[2022-04-01 17:50:04 main:574] : INFO : Epoch 1832 | loss: 0.0311309 | val_loss: 0.0311567 | Time: 3301.89 ms
[2022-04-01 17:50:07 main:574] : INFO : Epoch 1833 | loss: 0.0311294 | val_loss: 0.031156 | Time: 3281.34 ms
[2022-04-01 17:50:10 main:574] : INFO : Epoch 1834 | loss: 0.0311286 | val_loss: 0.0311582 | Time: 3296.64 ms
[2022-04-01 17:50:14 main:574] : INFO : Epoch 1835 | loss: 0.0311282 | val_loss: 0.0311589 | Time: 3294.79 ms
[2022-04-01 17:50:17 main:574] : INFO : Epoch 1836 | loss: 0.0311272 | val_loss: 0.0311591 | Time: 3355.58 ms
[2022-04-01 17:50:20 main:574] : INFO : Epoch 1837 | loss: 0.0311263 | val_loss: 0.0311592 | Time: 3288.88 ms
[2022-04-01 17:50:24 main:574] : INFO : Epoch 1838 | loss: 0.0311261 | val_loss: 0.0311562 | Time: 3294.16 ms
[2022-04-01 17:50:27 main:574] : INFO : Epoch 1839 | loss: 0.0311281 | val_loss: 0.0311565 | Time: 3307.91 ms
[2022-04-01 17:50:30 main:574] : INFO : Epoch 1840 | loss: 0.0311298 | val_loss: 0.0311601 | Time: 3294.49 ms
[2022-04-01 17:50:34 main:574] : INFO : Epoch 1841 | loss: 0.0311278 | val_loss: 0.0311601 | Time: 3346.07 ms
[2022-04-01 17:50:37 main:574] : INFO : Epoch 1842 | loss: 0.0311278 | val_loss: 0.0311616 | Time: 3280.19 ms
[2022-04-01 17:50:40 main:574] : INFO : Epoch 1843 | loss: 0.0311254 | val_loss: 0.0311626 | Time: 3317.95 ms
[2022-04-01 17:50:44 main:574] : INFO : Epoch 1844 | loss: 0.0311258 | val_loss: 0.0311585 | Time: 3286.69 ms
[2022-04-01 17:50:47 main:574] : INFO : Epoch 1845 | loss: 0.0311262 | val_loss: 0.0311587 | Time: 3278.17 ms
[2022-04-01 17:50:50 main:574] : INFO : Epoch 1846 | loss: 0.0311259 | val_loss: 0.031159 | Time: 3312.93 ms
[2022-04-01 17:50:53 main:574] : INFO : Epoch 1847 | loss: 0.0311243 | val_loss: 0.0311614 | Time: 3296.53 ms
[2022-04-01 17:50:57 main:574] : INFO : Epoch 1848 | loss: 0.031124 | val_loss: 0.0311616 | Time: 3290.4 ms
[2022-04-01 17:51:00 main:574] : INFO : Epoch 1849 | loss: 0.0311241 | val_loss: 0.0311611 | Time: 3378.78 ms
[2022-04-01 17:51:03 main:574] : INFO : Epoch 1850 | loss: 0.031122 | val_loss: 0.031159 | Time: 3318.22 ms
[2022-04-01 17:51:07 main:574] : INFO : Epoch 1851 | loss: 0.0311219 | val_loss: 0.031158 | Time: 3273.18 ms
[2022-04-01 17:51:10 main:574] : INFO : Epoch 1852 | loss: 0.031123 | val_loss: 0.0311596 | Time: 3314.91 ms
[2022-04-01 17:51:13 main:574] : INFO : Epoch 1853 | loss: 0.0311217 | val_loss: 0.0311592 | Time: 3334.33 ms
[2022-04-01 17:51:17 main:574] : INFO : Epoch 1854 | loss: 0.0311246 | val_loss: 0.0311582 | Time: 3351.65 ms
[2022-04-01 17:51:20 main:574] : INFO : Epoch 1855 | loss: 0.031124 | val_loss: 0.0311585 | Time: 3333.53 ms
[2022-04-01 17:51:23 main:574] : INFO : Epoch 1856 | loss: 0.0311236 | val_loss: 0.0311621 | Time: 3316.42 ms
[2022-04-01 17:51:36 main:574] : INFO : Epoch 1857 | loss: 0.031125 | val_loss: 0.031158 | Time: 13120.7 ms
[2022-04-01 17:51:40 main:574] : INFO : Epoch 1858 | loss: 0.0311387 | val_loss: 0.0311684 | Time: 3146.26 ms
[2022-04-01 17:51:43 main:574] : INFO : Epoch 1859 | loss: 0.0311424 | val_loss: 0.0311651 | Time: 3196.96 ms
[2022-04-01 17:51:46 main:574] : INFO : Epoch 1860 | loss: 0.0311397 | val_loss: 0.0311651 | Time: 3198.43 ms
[2022-04-01 17:51:49 main:574] : INFO : Epoch 1861 | loss: 0.0311512 | val_loss: 0.0311619 | Time: 3231.29 ms
[2022-04-01 17:51:53 main:574] : INFO : Epoch 1862 | loss: 0.031151 | val_loss: 0.0311717 | Time: 3248.32 ms
[2022-04-01 17:51:56 main:574] : INFO : Epoch 1863 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 3270.67 ms
[2022-04-01 17:51:59 main:574] : INFO : Epoch 1864 | loss: 0.0311502 | val_loss: 0.0311624 | Time: 3337.41 ms
[2022-04-01 17:52:02 main:574] : INFO : Epoch 1865 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 3299.22 ms
[2022-04-01 17:52:06 main:574] : INFO : Epoch 1866 | loss: 0.0311471 | val_loss: 0.0311591 | Time: 3288.97 ms
[2022-04-01 17:52:09 main:574] : INFO : Epoch 1867 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 3303.9 ms
[2022-04-01 17:52:12 main:574] : INFO : Epoch 1868 | loss: 0.0311422 | val_loss: 0.0311597 | Time: 3411.1 ms
[2022-04-01 17:52:16 main:574] : INFO : Epoch 1869 | loss: 0.0311393 | val_loss: 0.0311608 | Time: 3280.07 ms
[2022-04-01 17:52:19 main:574] : INFO : Epoch 1870 | loss: 0.0311391 | val_loss: 0.0311601 | Time: 3319.26 ms
[2022-04-01 17:52:22 main:574] : INFO : Epoch 1871 | loss: 0.0311383 | val_loss: 0.0311582 | Time: 3272.86 ms
[2022-04-01 17:52:26 main:574] : INFO : Epoch 1872 | loss: 0.0311364 | val_loss: 0.0311592 | Time: 3303.44 ms
[2022-04-01 17:52:29 main:574] : INFO : Epoch 1873 | loss: 0.031136 | val_loss: 0.0311593 | Time: 3304.75 ms
[2022-04-01 17:52:32 main:574] : INFO : Epoch 1874 | loss: 0.0311345 | val_loss: 0.0311599 | Time: 3282.91 ms
[2022-04-01 17:52:36 main:574] : INFO : Epoch 1875 | loss: 0.0311332 | val_loss: 0.0311605 | Time: 3293.81 ms
[2022-04-01 17:52:39 main:574] : INFO : Epoch 1876 | loss: 0.0311331 | val_loss: 0.0311614 | Time: 3287.15 ms
[2022-04-01 17:52:42 main:574] : INFO : Epoch 1877 | loss: 0.0311326 | val_loss: 0.0311602 | Time: 3279.8 ms
[2022-04-01 17:52:45 main:574] : INFO : Epoch 1878 | loss: 0.031131 | val_loss: 0.0311624 | Time: 3295.09 ms
[2022-04-01 17:52:49 main:574] : INFO : Epoch 1879 | loss: 0.0311337 | val_loss: 0.0311667 | Time: 3294.99 ms
[2022-04-01 17:52:52 main:574] : INFO : Epoch 1880 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 3292.07 ms
[2022-04-01 17:52:55 main:574] : INFO : Epoch 1881 | loss: 0.0311423 | val_loss: 0.0311608 | Time: 3311.59 ms
[2022-04-01 17:52:59 main:574] : INFO : Epoch 1882 | loss: 0.0311408 | val_loss: 0.0311641 | Time: 3302.86 ms
[2022-04-01 17:53:02 main:574] : INFO : Epoch 1883 | loss: 0.0311423 | val_loss: 0.03116 | Time: 3306.65 ms
[2022-04-01 17:53:05 main:574] : INFO : Epoch 1884 | loss: 0.0311411 | val_loss: 0.0311652 | Time: 3323.19 ms
[2022-04-01 17:53:09 main:574] : INFO : Epoch 1885 | loss: 0.0311391 | val_loss: 0.0311621 | Time: 3293.4 ms
[2022-04-01 17:53:12 main:574] : INFO : Epoch 1886 | loss: 0.0311383 | val_loss: 0.0311604 | Time: 3280.12 ms
[2022-04-01 17:53:15 main:574] : INFO : Epoch 1887 | loss: 0.0311373 | val_loss: 0.0311607 | Time: 3303.42 ms
[2022-04-01 17:53:18 main:574] : INFO : Epoch 1888 | loss: 0.0311371 | val_loss: 0.0311605 | Time: 3310.09 ms
[2022-04-01 17:53:22 main:574] : INFO : Epoch 1889 | loss: 0.0311355 | val_loss: 0.0311663 | Time: 3281.33 ms
[2022-04-01 17:53:25 main:574] : INFO : Epoch 1890 | loss: 0.0311353 | val_loss: 0.0311582 | Time: 3304.55 ms
[2022-04-01 17:53:28 main:574] : INFO : Epoch 1891 | loss: 0.0311505 | val_loss: 0.031162 | Time: 3332.96 ms
[2022-04-01 17:53:32 main:574] : INFO : Epoch 1892 | loss: 0.0311529 | val_loss: 0.0311701 | Time: 3284.18 ms
[2022-04-01 17:53:35 main:574] : INFO : Epoch 1893 | loss: 0.0311514 | val_loss: 0.0311762 | Time: 3287.52 ms
[2022-04-01 17:53:38 main:574] : INFO : Epoch 1894 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 3307.78 ms
[2022-04-01 17:53:42 main:574] : INFO : Epoch 1895 | loss: 0.0311467 | val_loss: 0.0311605 | Time: 3272.19 ms
[2022-04-01 17:53:45 main:574] : INFO : Epoch 1896 | loss: 0.0311436 | val_loss: 0.03116 | Time: 3293.3 ms
[2022-04-01 17:53:48 main:574] : INFO : Epoch 1897 | loss: 0.0311425 | val_loss: 0.0311613 | Time: 3351.78 ms
[2022-04-01 17:53:51 main:574] : INFO : Epoch 1898 | loss: 0.0311429 | val_loss: 0.0311613 | Time: 3288.3 ms
[2022-04-01 17:53:55 main:574] : INFO : Epoch 1899 | loss: 0.0311409 | val_loss: 0.0311621 | Time: 3319.66 ms
[2022-04-01 17:53:58 main:574] : INFO : Epoch 1900 | loss: 0.0311392 | val_loss: 0.0311639 | Time: 3308.53 ms
[2022-04-01 17:54:01 main:574] : INFO : Epoch 1901 | loss: 0.0311391 | val_loss: 0.0311609 | Time: 3296.76 ms
[2022-04-01 17:54:05 main:574] : INFO : Epoch 1902 | loss: 0.0311378 | val_loss: 0.0311629 | Time: 3312.74 ms
[2022-04-01 17:54:08 main:574] : INFO : Epoch 1903 | loss: 0.0311367 | val_loss: 0.031159 | Time: 3327.96 ms
[2022-04-01 17:54:11 main:574] : INFO : Epoch 1904 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 3273.88 ms
[2022-04-01 17:54:15 main:574] : INFO : Epoch 1905 | loss: 0.0311374 | val_loss: 0.0311598 | Time: 3297.89 ms
[2022-04-01 17:54:18 main:574] : INFO : Epoch 1906 | loss: 0.0311375 | val_loss: 0.0311585 | Time: 3295.56 ms
[2022-04-01 17:54:21 main:574] : INFO : Epoch 1907 | loss: 0.0311358 | val_loss: 0.0311601 | Time: 3267.86 ms
[2022-04-01 17:54:25 main:574] : INFO : Epoch 1908 | loss: 0.0311366 | val_loss: 0.031158 | Time: 3313.63 ms
[2022-04-01 17:54:28 main:574] : INFO : Epoch 1909 | loss: 0.0311348 | val_loss: 0.0311571 | Time: 3333.31 ms
[2022-04-01 17:54:31 main:574] : INFO : Epoch 1910 | loss: 0.0311343 | val_loss: 0.0311584 | Time: 3280.07 ms
[2022-04-01 17:54:34 main:574] : INFO : Epoch 1911 | loss: 0.0311341 | val_loss: 0.0311579 | Time: 3301.71 ms
[2022-04-01 17:54:38 main:574] : INFO : Epoch 1912 | loss: 0.0311334 | val_loss: 0.0311626 | Time: 3320.27 ms
[2022-04-01 17:54:41 main:574] : INFO : Epoch 1913 | loss: 0.0311338 | val_loss: 0.031157 | Time: 3294.88 ms
[2022-04-01 17:54:44 main:574] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.0311632 | Time: 3323.96 ms
[2022-04-01 17:54:48 main:574] : INFO : Epoch 1915 | loss: 0.0311345 | val_loss: 0.0311569 | Time: 3319.04 ms
[2022-04-01 17:54:51 main:574] : INFO : Epoch 1916 | loss: 0.0311341 | val_loss: 0.0311634 | Time: 3287.19 ms
[2022-04-01 17:54:54 main:574] : INFO : Epoch 1917 | loss: 0.0311368 | val_loss: 0.0311582 | Time: 3318.36 ms
[2022-04-01 17:54:58 main:574] : INFO : Epoch 1918 | loss: 0.0311371 | val_loss: 0.031163 | Time: 3299.98 ms
[2022-04-01 17:55:01 main:574] : INFO : Epoch 1919 | loss: 0.0311347 | val_loss: 0.0311596 | Time: 3277.56 ms
[2022-04-01 17:55:04 main:574] : INFO : Epoch 1920 | loss: 0.0311325 | val_loss: 0.0311608 | Time: 3296.43 ms
[2022-04-01 17:55:08 main:574] : INFO : Epoch 1921 | loss: 0.0311323 | val_loss: 0.0311603 | Time: 3270.9 ms
[2022-04-01 17:55:11 main:574] : INFO : Epoch 1922 | loss: 0.0311312 | val_loss: 0.03116 | Time: 3259.63 ms
[2022-04-01 17:55:14 main:574] : INFO : Epoch 1923 | loss: 0.0311304 | val_loss: 0.0311619 | Time: 3297.96 ms
[2022-04-01 17:55:17 main:574] : INFO : Epoch 1924 | loss: 0.0311343 | val_loss: 0.03116 | Time: 3302.59 ms
[2022-04-01 17:55:21 main:574] : INFO : Epoch 1925 | loss: 0.0311354 | val_loss: 0.031157 | Time: 3283.63 ms
[2022-04-01 17:55:24 main:574] : INFO : Epoch 1926 | loss: 0.0311326 | val_loss: 0.0311575 | Time: 3321.85 ms
[2022-04-01 17:55:27 main:574] : INFO : Epoch 1927 | loss: 0.0311321 | val_loss: 0.0311574 | Time: 3334.36 ms
[2022-04-01 17:55:31 main:574] : INFO : Epoch 1928 | loss: 0.031133 | val_loss: 0.031158 | Time: 3306.35 ms
[2022-04-01 17:55:34 main:574] : INFO : Epoch 1929 | loss: 0.0311309 | val_loss: 0.0311599 | Time: 3330.23 ms
[2022-04-01 17:55:37 main:574] : INFO : Epoch 1930 | loss: 0.0311313 | val_loss: 0.031159 | Time: 3301.07 ms
[2022-04-01 17:55:41 main:574] : INFO : Epoch 1931 | loss: 0.0311318 | val_loss: 0.0311588 | Time: 3299.2 ms
[2022-04-01 17:55:44 main:574] : INFO : Epoch 1932 | loss: 0.0311314 | val_loss: 0.0311614 | Time: 3313.31 ms
[2022-04-01 17:55:47 main:574] : INFO : Epoch 1933 | loss: 0.031135 | val_loss: 0.0311594 | Time: 3286.01 ms
[2022-04-01 17:55:51 main:574] : INFO : Epoch 1934 | loss: 0.0311401 | val_loss: 0.0311593 | Time: 3303.58 ms
[2022-04-01 17:55:54 main:574] : INFO : Epoch 1935 | loss: 0.0311393 | val_loss: 0.0311573 | Time: 3309.38 ms
[2022-04-01 17:55:57 main:574] : INFO : Epoch 1936 | loss: 0.031139 | val_loss: 0.031157 | Time: 3282.67 ms
[2022-04-01 17:56:00 main:574] : INFO : Epoch 1937 | loss: 0.0311384 | val_loss: 0.0311609 | Time: 3304.76 ms
[2022-04-01 17:56:04 main:574] : INFO : Epoch 1938 | loss: 0.0311363 | val_loss: 0.0311576 | Time: 3313.03 ms
[2022-04-01 17:56:07 main:574] : INFO : Epoch 1939 | loss: 0.0311338 | val_loss: 0.031159 | Time: 3279.68 ms
[2022-04-01 17:56:10 main:574] : INFO : Epoch 1940 | loss: 0.0311334 | val_loss: 0.031158 | Time: 3330.6 ms
[2022-04-01 17:56:14 main:574] : INFO : Epoch 1941 | loss: 0.0311318 | val_loss: 0.0311566 | Time: 3323.28 ms
[2022-04-01 17:56:17 main:574] : INFO : Epoch 1942 | loss: 0.0311323 | val_loss: 0.0311591 | Time: 3296.21 ms
[2022-04-01 17:56:20 main:574] : INFO : Epoch 1943 | loss: 0.0311395 | val_loss: 0.0311629 | Time: 3319.76 ms
[2022-04-01 17:56:24 main:574] : INFO : Epoch 1944 | loss: 0.0311432 | val_loss: 0.0311614 | Time: 3341.94 ms
[2022-04-01 17:56:27 main:574] : INFO : Epoch 1945 | loss: 0.0311393 | val_loss: 0.0311579 | Time: 3329.06 ms
[2022-04-01 17:56:30 main:574] : INFO : Epoch 1946 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 3295.56 ms
[2022-04-01 17:56:34 main:574] : INFO : Epoch 1947 | loss: 0.0311368 | val_loss: 0.0311555 | Time: 3346.83 ms
[2022-04-01 17:56:37 main:574] : INFO : Epoch 1948 | loss: 0.0311372 | val_loss: 0.0311584 | Time: 3295.37 ms
[2022-04-01 17:56:40 main:574] : INFO : Epoch 1949 | loss: 0.0311354 | val_loss: 0.0311561 | Time: 3308.28 ms
[2022-04-01 17:56:44 main:574] : INFO : Epoch 1950 | loss: 0.0311352 | val_loss: 0.0311576 | Time: 3322.1 ms
[2022-04-01 17:56:47 main:574] : INFO : Epoch 1951 | loss: 0.0311351 | val_loss: 0.0311579 | Time: 3288.27 ms
[2022-04-01 17:56:50 main:574] : INFO : Epoch 1952 | loss: 0.0311402 | val_loss: 0.0312655 | Time: 3319.2 ms
[2022-04-01 17:56:53 main:574] : INFO : Epoch 1953 | loss: 0.0338089 | val_loss: 0.0316926 | Time: 3309.7 ms
[2022-04-01 17:56:57 main:574] : INFO : Epoch 1954 | loss: 0.0331139 | val_loss: 0.0314503 | Time: 3285.94 ms
[2022-04-01 17:57:00 main:574] : INFO : Epoch 1955 | loss: 0.031384 | val_loss: 0.0313069 | Time: 3382.9 ms
[2022-04-01 17:57:03 main:574] : INFO : Epoch 1956 | loss: 0.0312264 | val_loss: 0.0311989 | Time: 3334.42 ms
[2022-04-01 17:57:07 main:574] : INFO : Epoch 1957 | loss: 0.0311794 | val_loss: 0.0311753 | Time: 3319.31 ms
[2022-04-01 17:57:10 main:574] : INFO : Epoch 1958 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 3333.6 ms
[2022-04-01 17:57:13 main:574] : INFO : Epoch 1959 | loss: 0.0311646 | val_loss: 0.0311686 | Time: 3330.44 ms
[2022-04-01 17:57:17 main:574] : INFO : Epoch 1960 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 3291.35 ms
[2022-04-01 17:57:20 main:574] : INFO : Epoch 1961 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 3318.8 ms
[2022-04-01 17:57:23 main:574] : INFO : Epoch 1962 | loss: 0.0311616 | val_loss: 0.0311654 | Time: 3314.42 ms
[2022-04-01 17:57:27 main:574] : INFO : Epoch 1963 | loss: 0.0311608 | val_loss: 0.031166 | Time: 3326.36 ms
[2022-04-01 17:57:30 main:574] : INFO : Epoch 1964 | loss: 0.0311611 | val_loss: 0.0311649 | Time: 3296.95 ms
[2022-04-01 17:57:33 main:574] : INFO : Epoch 1965 | loss: 0.0311596 | val_loss: 0.0311621 | Time: 3326.74 ms
[2022-04-01 17:57:37 main:574] : INFO : Epoch 1966 | loss: 0.0311551 | val_loss: 0.0311586 | Time: 3282.35 ms
[2022-04-01 17:57:40 main:574] : INFO : Epoch 1967 | loss: 0.0311448 | val_loss: 0.0311569 | Time: 3305.65 ms
[2022-04-01 17:57:43 main:574] : INFO : Epoch 1968 | loss: 0.0311391 | val_loss: 0.0311576 | Time: 3299.43 ms
[2022-04-01 17:57:47 main:574] : INFO : Epoch 1969 | loss: 0.0311363 | val_loss: 0.0311595 | Time: 3280.5 ms
[2022-04-01 17:57:50 main:574] : INFO : Epoch 1970 | loss: 0.0311349 | val_loss: 0.0311571 | Time: 3287.92 ms
[2022-04-01 17:57:53 main:574] : INFO : Epoch 1971 | loss: 0.0311348 | val_loss: 0.0311573 | Time: 3322.61 ms
[2022-04-01 17:57:56 main:574] : INFO : Epoch 1972 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 3267.82 ms
[2022-04-01 17:58:00 main:574] : INFO : Epoch 1973 | loss: 0.0311346 | val_loss: 0.0311575 | Time: 3304.12 ms
[2022-04-01 17:58:03 main:574] : INFO : Epoch 1974 | loss: 0.0311334 | val_loss: 0.0311588 | Time: 3284.17 ms
[2022-04-01 17:58:06 main:574] : INFO : Epoch 1975 | loss: 0.0311371 | val_loss: 0.0311574 | Time: 3266.77 ms
[2022-04-01 17:58:10 main:574] : INFO : Epoch 1976 | loss: 0.0311438 | val_loss: 0.0311589 | Time: 3329.24 ms
[2022-04-01 17:58:13 main:574] : INFO : Epoch 1977 | loss: 0.0311405 | val_loss: 0.0311573 | Time: 3303.14 ms
[2022-04-01 17:58:16 main:574] : INFO : Epoch 1978 | loss: 0.0311387 | val_loss: 0.0311563 | Time: 3277.99 ms
[2022-04-01 17:58:20 main:574] : INFO : Epoch 1979 | loss: 0.0311386 | val_loss: 0.0311565 | Time: 3295.2 ms
[2022-04-01 17:58:23 main:574] : INFO : Epoch 1980 | loss: 0.031138 | val_loss: 0.0311564 | Time: 3270.33 ms
[2022-04-01 17:58:26 main:574] : INFO : Epoch 1981 | loss: 0.0311373 | val_loss: 0.031157 | Time: 3270.32 ms
[2022-04-01 17:58:29 main:574] : INFO : Epoch 1982 | loss: 0.0311366 | val_loss: 0.0311572 | Time: 3288.53 ms
[2022-04-01 17:58:33 main:574] : INFO : Epoch 1983 | loss: 0.0311351 | val_loss: 0.0311576 | Time: 3295.02 ms
[2022-04-01 17:58:36 main:574] : INFO : Epoch 1984 | loss: 0.0311349 | val_loss: 0.0311586 | Time: 3279.85 ms
[2022-04-01 17:58:39 main:574] : INFO : Epoch 1985 | loss: 0.0311331 | val_loss: 0.03116 | Time: 3292.63 ms
[2022-04-01 17:58:43 main:574] : INFO : Epoch 1986 | loss: 0.0311326 | val_loss: 0.0311584 | Time: 3295.57 ms
[2022-04-01 17:58:46 main:574] : INFO : Epoch 1987 | loss: 0.031131 | val_loss: 0.0311569 | Time: 3244.72 ms
[2022-04-01 17:58:49 main:574] : INFO : Epoch 1988 | loss: 0.0311308 | val_loss: 0.031156 | Time: 3305.02 ms
[2022-04-01 17:58:52 main:574] : INFO : Epoch 1989 | loss: 0.0311306 | val_loss: 0.0311579 | Time: 3270.46 ms
[2022-04-01 17:58:56 main:574] : INFO : Epoch 1990 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 3278.54 ms
[2022-04-01 17:58:59 main:574] : INFO : Epoch 1991 | loss: 0.0311308 | val_loss: 0.0311576 | Time: 3274.06 ms
[2022-04-01 17:59:02 main:574] : INFO : Epoch 1992 | loss: 0.0311302 | val_loss: 0.0311571 | Time: 3275.37 ms
[2022-04-01 17:59:06 main:574] : INFO : Epoch 1993 | loss: 0.0311297 | val_loss: 0.0311574 | Time: 3273.33 ms
[2022-04-01 17:59:09 main:574] : INFO : Epoch 1994 | loss: 0.0311291 | val_loss: 0.0311565 | Time: 3308.67 ms
[2022-04-01 17:59:12 main:574] : INFO : Epoch 1995 | loss: 0.0311284 | val_loss: 0.0311579 | Time: 3271.93 ms
[2022-04-01 17:59:15 main:574] : INFO : Epoch 1996 | loss: 0.031128 | val_loss: 0.0311572 | Time: 3315.51 ms
[2022-04-01 17:59:19 main:574] : INFO : Epoch 1997 | loss: 0.0311288 | val_loss: 0.0311572 | Time: 3307.17 ms
[2022-04-01 17:59:22 main:574] : INFO : Epoch 1998 | loss: 0.03113 | val_loss: 0.0311575 | Time: 3279.88 ms
[2022-04-01 17:59:25 main:574] : INFO : Epoch 1999 | loss: 0.0311316 | val_loss: 0.0311599 | Time: 3282.57 ms
[2022-04-01 17:59:29 main:574] : INFO : Epoch 2000 | loss: 0.0311293 | val_loss: 0.0311572 | Time: 3364.91 ms
[2022-04-01 17:59:32 main:574] : INFO : Epoch 2001 | loss: 0.0311282 | val_loss: 0.0311575 | Time: 3286.89 ms
[2022-04-01 17:59:35 main:574] : INFO : Epoch 2002 | loss: 0.0311278 | val_loss: 0.0311586 | Time: 3340.8 ms
[2022-04-01 17:59:39 main:574] : INFO : Epoch 2003 | loss: 0.0311265 | val_loss: 0.0311576 | Time: 3327.15 ms
[2022-04-01 17:59:42 main:574] : INFO : Epoch 2004 | loss: 0.0311291 | val_loss: 0.0311549 | Time: 3271.96 ms
[2022-04-01 17:59:45 main:574] : INFO : Epoch 2005 | loss: 0.0311317 | val_loss: 0.0311562 | Time: 3281.56 ms
[2022-04-01 17:59:48 main:574] : INFO : Epoch 2006 | loss: 0.03113 | val_loss: 0.0311544 | Time: 3291.91 ms
[2022-04-01 17:59:52 main:574] : INFO : Epoch 2007 | loss: 0.0311301 | val_loss: 0.0311557 | Time: 3290.41 ms
[2022-04-01 17:59:55 main:574] : INFO : Epoch 2008 | loss: 0.0311297 | val_loss: 0.0311588 | Time: 3302.33 ms
[2022-04-01 17:59:58 main:574] : INFO : Epoch 2009 | loss: 0.0311289 | val_loss: 0.0311594 | Time: 3294.22 ms
[2022-04-01 18:00:02 main:574] : INFO : Epoch 2010 | loss: 0.0311286 | val_loss: 0.0311571 | Time: 3336.91 ms
[2022-04-01 18:00:05 main:574] : INFO : Epoch 2011 | loss: 0.0311276 | val_loss: 0.0311584 | Time: 3318.75 ms
[2022-04-01 18:00:08 main:574] : INFO : Epoch 2012 | loss: 0.0311285 | val_loss: 0.0311552 | Time: 3275.6 ms
[2022-04-01 18:00:12 main:574] : INFO : Epoch 2013 | loss: 0.031127 | val_loss: 0.0311559 | Time: 3278.07 ms
[2022-04-01 18:00:15 main:574] : INFO : Epoch 2014 | loss: 0.0311297 | val_loss: 0.0311557 | Time: 3342.38 ms
[2022-04-01 18:00:18 main:574] : INFO : Epoch 2015 | loss: 0.0311305 | val_loss: 0.0311551 | Time: 3308.87 ms
[2022-04-01 18:00:22 main:574] : INFO : Epoch 2016 | loss: 0.0311282 | val_loss: 0.0311545 | Time: 3260.45 ms
[2022-04-01 18:00:25 main:574] : INFO : Epoch 2017 | loss: 0.0311273 | val_loss: 0.031155 | Time: 3277.53 ms
[2022-04-01 18:00:28 main:574] : INFO : Epoch 2018 | loss: 0.031129 | val_loss: 0.0311507 | Time: 3342.76 ms
[2022-04-01 18:00:31 main:574] : INFO : Epoch 2019 | loss: 0.031133 | val_loss: 0.0311541 | Time: 3266.48 ms
[2022-04-01 18:00:35 main:574] : INFO : Epoch 2020 | loss: 0.0311302 | val_loss: 0.0311536 | Time: 3307.34 ms
[2022-04-01 18:00:38 main:574] : INFO : Epoch 2021 | loss: 0.0311292 | val_loss: 0.0311534 | Time: 3289.78 ms
[2022-04-01 18:00:41 main:574] : INFO : Epoch 2022 | loss: 0.0311292 | val_loss: 0.0311574 | Time: 3277.09 ms
[2022-04-01 18:00:45 main:574] : INFO : Epoch 2023 | loss: 0.0311292 | val_loss: 0.0311534 | Time: 3309.34 ms
[2022-04-01 18:00:48 main:574] : INFO : Epoch 2024 | loss: 0.0311293 | val_loss: 0.0311586 | Time: 3309.31 ms
[2022-04-01 18:00:51 main:574] : INFO : Epoch 2025 | loss: 0.0311284 | val_loss: 0.0311564 | Time: 3349.97 ms
[2022-04-01 18:00:55 main:574] : INFO : Epoch 2026 | loss: 0.0311286 | val_loss: 0.0311574 | Time: 3330.33 ms
[2022-04-01 18:00:58 main:574] : INFO : Epoch 2027 | loss: 0.0311286 | val_loss: 0.031156 | Time: 3349.28 ms
[2022-04-01 18:01:01 main:574] : INFO : Epoch 2028 | loss: 0.0311374 | val_loss: 0.0311587 | Time: 3303.08 ms
[2022-04-01 18:01:05 main:574] : INFO : Epoch 2029 | loss: 0.0311407 | val_loss: 0.0311582 | Time: 3323.43 ms
[2022-04-01 18:01:08 main:574] : INFO : Epoch 2030 | loss: 0.0311433 | val_loss: 0.0311579 | Time: 3322.95 ms
[2022-04-01 18:01:11 main:574] : INFO : Epoch 2031 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 3281.69 ms
[2022-04-01 18:01:15 main:574] : INFO : Epoch 2032 | loss: 0.0311363 | val_loss: 0.0311576 | Time: 3312.04 ms
[2022-04-01 18:01:18 main:574] : INFO : Epoch 2033 | loss: 0.0311522 | val_loss: 0.0311756 | Time: 3298.89 ms
[2022-04-01 18:01:21 main:574] : INFO : Epoch 2034 | loss: 0.0311649 | val_loss: 0.0311669 | Time: 3292.26 ms
[2022-04-01 18:01:24 main:574] : INFO : Epoch 2035 | loss: 0.0311557 | val_loss: 0.0311605 | Time: 3315.48 ms
[2022-04-01 18:01:28 main:574] : INFO : Epoch 2036 | loss: 0.0311508 | val_loss: 0.0311574 | Time: 3327.35 ms
[2022-04-01 18:01:31 main:574] : INFO : Epoch 2037 | loss: 0.0311477 | val_loss: 0.0311555 | Time: 3284.22 ms
[2022-04-01 18:01:34 main:574] : INFO : Epoch 2038 | loss: 0.0311455 | val_loss: 0.0311542 | Time: 3300.42 ms
[2022-04-01 18:01:38 main:574] : INFO : Epoch 2039 | loss: 0.0311444 | val_loss: 0.0311584 | Time: 3296.98 ms
[2022-04-01 18:01:41 main:574] : INFO : Epoch 2040 | loss: 0.0311429 | val_loss: 0.0311562 | Time: 3275.67 ms
[2022-04-01 18:01:44 main:574] : INFO : Epoch 2041 | loss: 0.0311425 | val_loss: 0.0311563 | Time: 3317.94 ms
[2022-04-01 18:01:48 main:574] : INFO : Epoch 2042 | loss: 0.0311415 | val_loss: 0.0311567 | Time: 3294.6 ms
[2022-04-01 18:01:51 main:574] : INFO : Epoch 2043 | loss: 0.031139 | val_loss: 0.0311573 | Time: 3275.9 ms
[2022-04-01 18:01:54 main:574] : INFO : Epoch 2044 | loss: 0.0311375 | val_loss: 0.0311558 | Time: 3320.59 ms
[2022-04-01 18:01:57 main:574] : INFO : Epoch 2045 | loss: 0.0311367 | val_loss: 0.0311548 | Time: 3299.95 ms
[2022-04-01 18:02:01 main:574] : INFO : Epoch 2046 | loss: 0.0311374 | val_loss: 0.031156 | Time: 3289.26 ms
[2022-04-01 18:02:04 main:574] : INFO : Epoch 2047 | loss: 0.0311366 | val_loss: 0.0311551 | Time: 3309.27 ms
[2022-04-01 18:02:07 main:574] : INFO : Epoch 2048 | loss: 0.0311352 | val_loss: 0.0311552 | Time: 3298.23 ms
[2022-04-01 18:02:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311552
[2022-04-01 18:02:07 main:603] : INFO : Saving end state to config to file
[2022-04-01 18:02:07 main:608] : INFO : Success, exiting..
18:02:07 (35292): 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)