Task 7833867
| Name | ParityModified-1631730534-31903-2_2 |
| Workunit | 5244097 |
| Created | 5 Oct 2021, 2:24:00 UTC |
| Sent | 5 Oct 2021, 3:55:09 UTC |
| Report deadline | 12 Oct 2021, 3:55:09 UTC |
| Received | 5 Oct 2021, 5:59:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 2 min 22 sec |
| CPU time | 2 hours 1 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311383 | val_loss: 0.031154 | Time: 3582.14 ms
[2021-10-05 07:29:27 main:574] : INFO : Epoch 1543 | loss: 0.0311323 | val_loss: 0.031155 | Time: 3580.77 ms
[2021-10-05 07:29:31 main:574] : INFO : Epoch 1544 | loss: 0.0311306 | val_loss: 0.0311505 | Time: 3593.46 ms
[2021-10-05 07:29:34 main:574] : INFO : Epoch 1545 | loss: 0.0311336 | val_loss: 0.0311488 | Time: 3549.61 ms
[2021-10-05 07:29:38 main:574] : INFO : Epoch 1546 | loss: 0.0311324 | val_loss: 0.0311516 | Time: 3529.2 ms
[2021-10-05 07:29:41 main:574] : INFO : Epoch 1547 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 3587.87 ms
[2021-10-05 07:29:45 main:574] : INFO : Epoch 1548 | loss: 0.0311286 | val_loss: 0.0311612 | Time: 3585.83 ms
[2021-10-05 07:29:48 main:574] : INFO : Epoch 1549 | loss: 0.0311294 | val_loss: 0.0311479 | Time: 3606.83 ms
[2021-10-05 07:29:52 main:574] : INFO : Epoch 1550 | loss: 0.0311268 | val_loss: 0.0311521 | Time: 3603.4 ms
[2021-10-05 07:29:56 main:574] : INFO : Epoch 1551 | loss: 0.0311274 | val_loss: 0.0311534 | Time: 3553.77 ms
[2021-10-05 07:29:59 main:574] : INFO : Epoch 1552 | loss: 0.0311269 | val_loss: 0.0311491 | Time: 3601.83 ms
[2021-10-05 07:30:03 main:574] : INFO : Epoch 1553 | loss: 0.0311277 | val_loss: 0.031146 | Time: 3561.86 ms
[2021-10-05 07:30:06 main:574] : INFO : Epoch 1554 | loss: 0.0311267 | val_loss: 0.0311491 | Time: 3546.94 ms
[2021-10-05 07:30:10 main:574] : INFO : Epoch 1555 | loss: 0.0311277 | val_loss: 0.0311532 | Time: 3574.19 ms
[2021-10-05 07:30:13 main:574] : INFO : Epoch 1556 | loss: 0.0311266 | val_loss: 0.0311519 | Time: 3561.13 ms
[2021-10-05 07:30:17 main:574] : INFO : Epoch 1557 | loss: 0.0311248 | val_loss: 0.031149 | Time: 3623.67 ms
[2021-10-05 07:30:21 main:574] : INFO : Epoch 1558 | loss: 0.0311236 | val_loss: 0.0311511 | Time: 3557.28 ms
[2021-10-05 07:30:24 main:574] : INFO : Epoch 1559 | loss: 0.0311234 | val_loss: 0.0311547 | Time: 3558.5 ms
[2021-10-05 07:30:28 main:574] : INFO : Epoch 1560 | loss: 0.0311241 | val_loss: 0.0311475 | Time: 3549.41 ms
[2021-10-05 07:30:31 main:574] : INFO : Epoch 1561 | loss: 0.0311241 | val_loss: 0.0311531 | Time: 3557.53 ms
[2021-10-05 07:30:35 main:574] : INFO : Epoch 1562 | loss: 0.0311246 | val_loss: 0.0311469 | Time: 3610.81 ms
[2021-10-05 07:30:39 main:574] : INFO : Epoch 1563 | loss: 0.0311274 | val_loss: 0.0311556 | Time: 3594.77 ms
[2021-10-05 07:30:42 main:574] : INFO : Epoch 1564 | loss: 0.0311234 | val_loss: 0.0311494 | Time: 3602.31 ms
[2021-10-05 07:30:46 main:574] : INFO : Epoch 1565 | loss: 0.031124 | val_loss: 0.0311494 | Time: 3547.83 ms
[2021-10-05 07:30:49 main:574] : INFO : Epoch 1566 | loss: 0.0311242 | val_loss: 0.0311558 | Time: 3559.3 ms
[2021-10-05 07:30:53 main:574] : INFO : Epoch 1567 | loss: 0.0311308 | val_loss: 0.0311576 | Time: 3577.82 ms
[2021-10-05 07:30:56 main:574] : INFO : Epoch 1568 | loss: 0.0311312 | val_loss: 0.0311508 | Time: 3619.33 ms
[2021-10-05 07:31:00 main:574] : INFO : Epoch 1569 | loss: 0.0311278 | val_loss: 0.0311513 | Time: 3617.91 ms
[2021-10-05 07:31:04 main:574] : INFO : Epoch 1570 | loss: 0.0311286 | val_loss: 0.0311477 | Time: 3571.67 ms
[2021-10-05 07:31:07 main:574] : INFO : Epoch 1571 | loss: 0.0311265 | val_loss: 0.0311443 | Time: 3590.02 ms
[2021-10-05 07:31:11 main:574] : INFO : Epoch 1572 | loss: 0.0311325 | val_loss: 0.0311487 | Time: 3595.59 ms
[2021-10-05 07:31:14 main:574] : INFO : Epoch 1573 | loss: 0.03113 | val_loss: 0.0311507 | Time: 3571.93 ms
[2021-10-05 07:31:18 main:574] : INFO : Epoch 1574 | loss: 0.0311275 | val_loss: 0.0311489 | Time: 3582.8 ms
[2021-10-05 07:31:22 main:574] : INFO : Epoch 1575 | loss: 0.0311282 | val_loss: 0.0311543 | Time: 3564.23 ms
[2021-10-05 07:31:25 main:574] : INFO : Epoch 1576 | loss: 0.0311283 | val_loss: 0.0311498 | Time: 3595.1 ms
[2021-10-05 07:31:29 main:574] : INFO : Epoch 1577 | loss: 0.0311254 | val_loss: 0.031144 | Time: 3566.51 ms
[2021-10-05 07:31:32 main:574] : INFO : Epoch 1578 | loss: 0.0311258 | val_loss: 0.0311652 | Time: 3599.83 ms
[2021-10-05 07:31:36 main:574] : INFO : Epoch 1579 | loss: 0.0311289 | val_loss: 0.0311471 | Time: 3566.31 ms
[2021-10-05 07:31:40 main:574] : INFO : Epoch 1580 | loss: 0.0311253 | val_loss: 0.0311535 | Time: 3565.37 ms
[2021-10-05 07:31:43 main:574] : INFO : Epoch 1581 | loss: 0.0311248 | val_loss: 0.0311431 | Time: 3566.3 ms
[2021-10-05 07:31:47 main:574] : INFO : Epoch 1582 | loss: 0.0311239 | val_loss: 0.0311523 | Time: 3548.52 ms
[2021-10-05 07:31:50 main:574] : INFO : Epoch 1583 | loss: 0.0311248 | val_loss: 0.031148 | Time: 3630.29 ms
[2021-10-05 07:31:54 main:574] : INFO : Epoch 1584 | loss: 0.0311244 | val_loss: 0.0311547 | Time: 3590.14 ms
[2021-10-05 07:31:57 main:574] : INFO : Epoch 1585 | loss: 0.0311245 | val_loss: 0.0311483 | Time: 3575.22 ms
[2021-10-05 07:32:01 main:574] : INFO : Epoch 1586 | loss: 0.0311237 | val_loss: 0.0311487 | Time: 3630.2 ms
[2021-10-05 07:32:05 main:574] : INFO : Epoch 1587 | loss: 0.0311249 | val_loss: 0.0311441 | Time: 3576.6 ms
[2021-10-05 07:32:08 main:574] : INFO : Epoch 1588 | loss: 0.0311283 | val_loss: 0.0311439 | Time: 3584.28 ms
[2021-10-05 07:32:12 main:574] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.031146 | Time: 3579.07 ms
[2021-10-05 07:32:15 main:574] : INFO : Epoch 1590 | loss: 0.0311238 | val_loss: 0.0311497 | Time: 3611.92 ms
[2021-10-05 07:32:19 main:574] : INFO : Epoch 1591 | loss: 0.0311246 | val_loss: 0.031149 | Time: 3580.84 ms
[2021-10-05 07:32:23 main:574] : INFO : Epoch 1592 | loss: 0.0311231 | val_loss: 0.031147 | Time: 3522.44 ms
[2021-10-05 07:32:26 main:574] : INFO : Epoch 1593 | loss: 0.0311191 | val_loss: 0.0311483 | Time: 3589.84 ms
[2021-10-05 07:32:30 main:574] : INFO : Epoch 1594 | loss: 0.0311235 | val_loss: 0.0311454 | Time: 3582.76 ms
[2021-10-05 07:32:33 main:574] : INFO : Epoch 1595 | loss: 0.0311243 | val_loss: 0.0311462 | Time: 3603.87 ms
[2021-10-05 07:32:37 main:574] : INFO : Epoch 1596 | loss: 0.0311302 | val_loss: 0.0311432 | Time: 3591.93 ms
[2021-10-05 07:32:40 main:574] : INFO : Epoch 1597 | loss: 0.0311332 | val_loss: 0.0311486 | Time: 3562.79 ms
[2021-10-05 07:32:44 main:574] : INFO : Epoch 1598 | loss: 0.0311276 | val_loss: 0.0311464 | Time: 3571.11 ms
[2021-10-05 07:32:48 main:574] : INFO : Epoch 1599 | loss: 0.031125 | val_loss: 0.0311477 | Time: 3561.25 ms
[2021-10-05 07:32:51 main:574] : INFO : Epoch 1600 | loss: 0.031121 | val_loss: 0.0311454 | Time: 3572.09 ms
[2021-10-05 07:32:55 main:574] : INFO : Epoch 1601 | loss: 0.0311208 | val_loss: 0.031147 | Time: 3570.53 ms
[2021-10-05 07:32:58 main:574] : INFO : Epoch 1602 | loss: 0.031124 | val_loss: 0.0311489 | Time: 3597.52 ms
[2021-10-05 07:33:02 main:574] : INFO : Epoch 1603 | loss: 0.0311222 | val_loss: 0.0311607 | Time: 3547.3 ms
[2021-10-05 07:33:06 main:574] : INFO : Epoch 1604 | loss: 0.0311277 | val_loss: 0.0311475 | Time: 3597.12 ms
[2021-10-05 07:33:09 main:574] : INFO : Epoch 1605 | loss: 0.0311357 | val_loss: 0.0311797 | Time: 3639.81 ms
[2021-10-05 07:33:13 main:574] : INFO : Epoch 1606 | loss: 0.0311348 | val_loss: 0.0311506 | Time: 3707.06 ms
[2021-10-05 07:33:16 main:574] : INFO : Epoch 1607 | loss: 0.0311259 | val_loss: 0.0311413 | Time: 3574.18 ms
[2021-10-05 07:33:20 main:574] : INFO : Epoch 1608 | loss: 0.0311236 | val_loss: 0.0311455 | Time: 3593.94 ms
[2021-10-05 07:33:24 main:574] : INFO : Epoch 1609 | loss: 0.0311236 | val_loss: 0.0311476 | Time: 3562.83 ms
[2021-10-05 07:33:27 main:574] : INFO : Epoch 1610 | loss: 0.0311248 | val_loss: 0.0311465 | Time: 3575.5 ms
[2021-10-05 07:33:31 main:574] : INFO : Epoch 1611 | loss: 0.0311213 | val_loss: 0.0311519 | Time: 3558.5 ms
[2021-10-05 07:33:34 main:574] : INFO : Epoch 1612 | loss: 0.03112 | val_loss: 0.0311458 | Time: 3597.35 ms
[2021-10-05 07:33:38 main:574] : INFO : Epoch 1613 | loss: 0.0311191 | val_loss: 0.0311526 | Time: 3557.42 ms
[2021-10-05 07:33:42 main:574] : INFO : Epoch 1614 | loss: 0.0311222 | val_loss: 0.0311494 | Time: 3560.82 ms
[2021-10-05 07:33:45 main:574] : INFO : Epoch 1615 | loss: 0.0311215 | val_loss: 0.0311523 | Time: 3599.58 ms
[2021-10-05 07:33:49 main:574] : INFO : Epoch 1616 | loss: 0.0311221 | val_loss: 0.0311516 | Time: 3580.77 ms
[2021-10-05 07:33:52 main:574] : INFO : Epoch 1617 | loss: 0.0311221 | val_loss: 0.031144 | Time: 3570.53 ms
[2021-10-05 07:33:56 main:574] : INFO : Epoch 1618 | loss: 0.0311259 | val_loss: 0.03115 | Time: 3558.12 ms
[2021-10-05 07:33:59 main:574] : INFO : Epoch 1619 | loss: 0.0311273 | val_loss: 0.0311459 | Time: 3561.77 ms
[2021-10-05 07:34:03 main:574] : INFO : Epoch 1620 | loss: 0.0311264 | val_loss: 0.0311446 | Time: 3560.23 ms
[2021-10-05 07:34:07 main:574] : INFO : Epoch 1621 | loss: 0.0311249 | val_loss: 0.0311454 | Time: 3567.87 ms
[2021-10-05 07:34:10 main:574] : INFO : Epoch 1622 | loss: 0.0311227 | val_loss: 0.0311409 | Time: 3578.53 ms
[2021-10-05 07:34:14 main:574] : INFO : Epoch 1623 | loss: 0.0311198 | val_loss: 0.0311442 | Time: 3624.47 ms
[2021-10-05 07:34:17 main:574] : INFO : Epoch 1624 | loss: 0.0311213 | val_loss: 0.0311493 | Time: 3555.92 ms
[2021-10-05 07:34:21 main:574] : INFO : Epoch 1625 | loss: 0.0311206 | val_loss: 0.0311444 | Time: 3577.65 ms
[2021-10-05 07:34:24 main:574] : INFO : Epoch 1626 | loss: 0.0311186 | val_loss: 0.031151 | Time: 3569.97 ms
[2021-10-05 07:34:28 main:574] : INFO : Epoch 1627 | loss: 0.0311196 | val_loss: 0.0311412 | Time: 3553.54 ms
[2021-10-05 07:34:32 main:574] : INFO : Epoch 1628 | loss: 0.0311204 | val_loss: 0.0311519 | Time: 3602.99 ms
[2021-10-05 07:34:35 main:574] : INFO : Epoch 1629 | loss: 0.0311212 | val_loss: 0.0311465 | Time: 3646.16 ms
[2021-10-05 07:34:39 main:574] : INFO : Epoch 1630 | loss: 0.0311239 | val_loss: 0.0311504 | Time: 3569.33 ms
[2021-10-05 07:34:42 main:574] : INFO : Epoch 1631 | loss: 0.0311191 | val_loss: 0.0311554 | Time: 3541.68 ms
[2021-10-05 07:34:46 main:574] : INFO : Epoch 1632 | loss: 0.0311225 | val_loss: 0.0311437 | Time: 3566.44 ms
[2021-10-05 07:34:50 main:574] : INFO : Epoch 1633 | loss: 0.0311202 | val_loss: 0.0311422 | Time: 3562.99 ms
[2021-10-05 07:34:53 main:574] : INFO : Epoch 1634 | loss: 0.0311188 | val_loss: 0.0311523 | Time: 3583.42 ms
[2021-10-05 07:34:57 main:574] : INFO : Epoch 1635 | loss: 0.0311167 | val_loss: 0.0311425 | Time: 3625.77 ms
[2021-10-05 07:35:00 main:574] : INFO : Epoch 1636 | loss: 0.0311174 | val_loss: 0.0311481 | Time: 3557.75 ms
[2021-10-05 07:35:04 main:574] : INFO : Epoch 1637 | loss: 0.0311213 | val_loss: 0.0311452 | Time: 3576.43 ms
[2021-10-05 07:35:07 main:574] : INFO : Epoch 1638 | loss: 0.0311221 | val_loss: 0.0311538 | Time: 3559.17 ms
[2021-10-05 07:35:11 main:574] : INFO : Epoch 1639 | loss: 0.0311222 | val_loss: 0.031147 | Time: 3547.16 ms
[2021-10-05 07:35:15 main:574] : INFO : Epoch 1640 | loss: 0.031118 | val_loss: 0.0311505 | Time: 3550.35 ms
[2021-10-05 07:35:18 main:574] : INFO : Epoch 1641 | loss: 0.0311154 | val_loss: 0.0311502 | Time: 3585.19 ms
[2021-10-05 07:35:22 main:574] : INFO : Epoch 1642 | loss: 0.0311143 | val_loss: 0.0311476 | Time: 3562.05 ms
[2021-10-05 07:35:25 main:574] : INFO : Epoch 1643 | loss: 0.0311147 | val_loss: 0.0311469 | Time: 3606.76 ms
[2021-10-05 07:35:29 main:574] : INFO : Epoch 1644 | loss: 0.0311155 | val_loss: 0.0311529 | Time: 3562.18 ms
[2021-10-05 07:35:32 main:574] : INFO : Epoch 1645 | loss: 0.0311155 | val_loss: 0.0311479 | Time: 3572.65 ms
[2021-10-05 07:35:36 main:574] : INFO : Epoch 1646 | loss: 0.0311154 | val_loss: 0.0311438 | Time: 3632.71 ms
[2021-10-05 07:35:40 main:574] : INFO : Epoch 1647 | loss: 0.0311177 | val_loss: 0.0311501 | Time: 3542.09 ms
[2021-10-05 07:35:43 main:574] : INFO : Epoch 1648 | loss: 0.031115 | val_loss: 0.0311471 | Time: 3533.91 ms
[2021-10-05 07:35:47 main:574] : INFO : Epoch 1649 | loss: 0.0311148 | val_loss: 0.0311478 | Time: 3559.44 ms
[2021-10-05 07:35:50 main:574] : INFO : Epoch 1650 | loss: 0.0311136 | val_loss: 0.0311522 | Time: 3580.47 ms
[2021-10-05 07:35:54 main:574] : INFO : Epoch 1651 | loss: 0.0311197 | val_loss: 0.0311489 | Time: 3588.64 ms
[2021-10-05 07:35:58 main:574] : INFO : Epoch 1652 | loss: 0.0311164 | val_loss: 0.0311456 | Time: 3626.08 ms
[2021-10-05 07:36:01 main:574] : INFO : Epoch 1653 | loss: 0.0311175 | val_loss: 0.0311495 | Time: 3601.45 ms
[2021-10-05 07:36:05 main:574] : INFO : Epoch 1654 | loss: 0.0311156 | val_loss: 0.0311492 | Time: 3618.81 ms
[2021-10-05 07:36:08 main:574] : INFO : Epoch 1655 | loss: 0.0311189 | val_loss: 0.0311498 | Time: 3600.53 ms
[2021-10-05 07:36:12 main:574] : INFO : Epoch 1656 | loss: 0.0311176 | val_loss: 0.0311496 | Time: 3615.3 ms
[2021-10-05 07:36:16 main:574] : INFO : Epoch 1657 | loss: 0.0311206 | val_loss: 0.0311483 | Time: 3593.36 ms
[2021-10-05 07:36:19 main:574] : INFO : Epoch 1658 | loss: 0.0311251 | val_loss: 0.0311462 | Time: 3595.44 ms
[2021-10-05 07:36:23 main:574] : INFO : Epoch 1659 | loss: 0.0311358 | val_loss: 0.0311636 | Time: 3546.54 ms
[2021-10-05 07:36:26 main:574] : INFO : Epoch 1660 | loss: 0.0311514 | val_loss: 0.0311605 | Time: 3558.21 ms
[2021-10-05 07:36:30 main:574] : INFO : Epoch 1661 | loss: 0.0311506 | val_loss: 0.0311588 | Time: 3558.45 ms
[2021-10-05 07:36:33 main:574] : INFO : Epoch 1662 | loss: 0.0311495 | val_loss: 0.0311549 | Time: 3617.31 ms
[2021-10-05 07:36:37 main:574] : INFO : Epoch 1663 | loss: 0.0311437 | val_loss: 0.0311605 | Time: 3628.77 ms
[2021-10-05 07:36:41 main:574] : INFO : Epoch 1664 | loss: 0.0311417 | val_loss: 0.0311582 | Time: 3618.41 ms
[2021-10-05 07:36:44 main:574] : INFO : Epoch 1665 | loss: 0.0311408 | val_loss: 0.031159 | Time: 3605.86 ms
[2021-10-05 07:36:48 main:574] : INFO : Epoch 1666 | loss: 0.0311388 | val_loss: 0.0311515 | Time: 3581.45 ms
[2021-10-05 07:36:52 main:574] : INFO : Epoch 1667 | loss: 0.0311386 | val_loss: 0.0311559 | Time: 3554.75 ms
[2021-10-05 07:36:55 main:574] : INFO : Epoch 1668 | loss: 0.0311382 | val_loss: 0.031164 | Time: 3588.05 ms
[2021-10-05 07:36:59 main:574] : INFO : Epoch 1669 | loss: 0.0311372 | val_loss: 0.0311759 | Time: 3602.57 ms
[2021-10-05 07:37:02 main:574] : INFO : Epoch 1670 | loss: 0.031141 | val_loss: 0.0311663 | Time: 3621.52 ms
[2021-10-05 07:37:06 main:574] : INFO : Epoch 1671 | loss: 0.0311346 | val_loss: 0.0311505 | Time: 3616.51 ms
[2021-10-05 07:37:10 main:574] : INFO : Epoch 1672 | loss: 0.0311323 | val_loss: 0.0311823 | Time: 3578.71 ms
[2021-10-05 07:37:13 main:574] : INFO : Epoch 1673 | loss: 0.0311343 | val_loss: 0.0311638 | Time: 3538.53 ms
[2021-10-05 07:37:17 main:574] : INFO : Epoch 1674 | loss: 0.0311331 | val_loss: 0.0311629 | Time: 3572.27 ms
[2021-10-05 07:37:20 main:574] : INFO : Epoch 1675 | loss: 0.0311361 | val_loss: 0.0311606 | Time: 3574.25 ms
[2021-10-05 07:37:24 main:574] : INFO : Epoch 1676 | loss: 0.0311382 | val_loss: 0.031156 | Time: 3585.3 ms
[2021-10-05 07:37:27 main:574] : INFO : Epoch 1677 | loss: 0.0311369 | val_loss: 0.0311625 | Time: 3624.76 ms
[2021-10-05 07:37:31 main:574] : INFO : Epoch 1678 | loss: 0.0311319 | val_loss: 0.0311631 | Time: 3624.08 ms
[2021-10-05 07:37:35 main:574] : INFO : Epoch 1679 | loss: 0.0311343 | val_loss: 0.0311635 | Time: 3519.36 ms
[2021-10-05 07:37:38 main:574] : INFO : Epoch 1680 | loss: 0.0311374 | val_loss: 0.0311804 | Time: 3516.54 ms
[2021-10-05 07:37:42 main:574] : INFO : Epoch 1681 | loss: 0.0311342 | val_loss: 0.0311787 | Time: 3613.64 ms
[2021-10-05 07:37:45 main:574] : INFO : Epoch 1682 | loss: 0.031129 | val_loss: 0.0311912 | Time: 3550.92 ms
[2021-10-05 07:37:49 main:574] : INFO : Epoch 1683 | loss: 0.0311292 | val_loss: 0.0311778 | Time: 3585.77 ms
[2021-10-05 07:37:52 main:574] : INFO : Epoch 1684 | loss: 0.0311304 | val_loss: 0.0311874 | Time: 3587.38 ms
[2021-10-05 07:37:56 main:574] : INFO : Epoch 1685 | loss: 0.0311304 | val_loss: 0.031154 | Time: 3562.76 ms
[2021-10-05 07:38:00 main:574] : INFO : Epoch 1686 | loss: 0.03113 | val_loss: 0.0311847 | Time: 3566.72 ms
[2021-10-05 07:38:03 main:574] : INFO : Epoch 1687 | loss: 0.0311301 | val_loss: 0.0311495 | Time: 3553.74 ms
[2021-10-05 07:38:07 main:574] : INFO : Epoch 1688 | loss: 0.0311311 | val_loss: 0.0311559 | Time: 3587.67 ms
[2021-10-05 07:38:10 main:574] : INFO : Epoch 1689 | loss: 0.0311291 | val_loss: 0.0311488 | Time: 3584.11 ms
[2021-10-05 07:38:14 main:574] : INFO : Epoch 1690 | loss: 0.031128 | val_loss: 0.0311503 | Time: 3602.09 ms
[2021-10-05 07:38:18 main:574] : INFO : Epoch 1691 | loss: 0.0311261 | val_loss: 0.0311506 | Time: 3655.94 ms
[2021-10-05 07:38:21 main:574] : INFO : Epoch 1692 | loss: 0.0311275 | val_loss: 0.0311642 | Time: 3617.2 ms
[2021-10-05 07:38:25 main:574] : INFO : Epoch 1693 | loss: 0.0311288 | val_loss: 0.0311509 | Time: 3625.12 ms
[2021-10-05 07:38:28 main:574] : INFO : Epoch 1694 | loss: 0.0311282 | val_loss: 0.031151 | Time: 3595.92 ms
[2021-10-05 07:38:32 main:574] : INFO : Epoch 1695 | loss: 0.0311257 | val_loss: 0.0311588 | Time: 3522.4 ms
[2021-10-05 07:38:36 main:574] : INFO : Epoch 1696 | loss: 0.0311293 | val_loss: 0.0311528 | Time: 3594.37 ms
[2021-10-05 07:38:39 main:574] : INFO : Epoch 1697 | loss: 0.0311331 | val_loss: 0.0311524 | Time: 3568.35 ms
[2021-10-05 07:38:43 main:574] : INFO : Epoch 1698 | loss: 0.0311289 | val_loss: 0.0311587 | Time: 3583.71 ms
[2021-10-05 07:38:46 main:574] : INFO : Epoch 1699 | loss: 0.0311286 | val_loss: 0.0311577 | Time: 3580.37 ms
[2021-10-05 07:38:50 main:574] : INFO : Epoch 1700 | loss: 0.0311295 | val_loss: 0.0311552 | Time: 3584.25 ms
[2021-10-05 07:38:53 main:574] : INFO : Epoch 1701 | loss: 0.0311271 | val_loss: 0.0311524 | Time: 3542.41 ms
[2021-10-05 07:38:57 main:574] : INFO : Epoch 1702 | loss: 0.0311289 | val_loss: 0.0311499 | Time: 3550.82 ms
[2021-10-05 07:39:01 main:574] : INFO : Epoch 1703 | loss: 0.0311286 | val_loss: 0.0311536 | Time: 3514.49 ms
[2021-10-05 07:39:04 main:574] : INFO : Epoch 1704 | loss: 0.0311274 | val_loss: 0.0311563 | Time: 3575.77 ms
[2021-10-05 07:39:08 main:574] : INFO : Epoch 1705 | loss: 0.0311296 | val_loss: 0.0311485 | Time: 3592.84 ms
[2021-10-05 07:39:11 main:574] : INFO : Epoch 1706 | loss: 0.0311268 | val_loss: 0.0311522 | Time: 3614.18 ms
[2021-10-05 07:39:15 main:574] : INFO : Epoch 1707 | loss: 0.0311248 | val_loss: 0.0311571 | Time: 3680.84 ms
[2021-10-05 07:39:19 main:574] : INFO : Epoch 1708 | loss: 0.0311256 | val_loss: 0.0311583 | Time: 3608.02 ms
[2021-10-05 07:39:22 main:574] : INFO : Epoch 1709 | loss: 0.0311257 | val_loss: 0.0311522 | Time: 3569.27 ms
[2021-10-05 07:39:26 main:574] : INFO : Epoch 1710 | loss: 0.0311259 | val_loss: 0.0311486 | Time: 3561.8 ms
[2021-10-05 07:39:29 main:574] : INFO : Epoch 1711 | loss: 0.0311302 | val_loss: 0.0311462 | Time: 3603.61 ms
[2021-10-05 07:39:33 main:574] : INFO : Epoch 1712 | loss: 0.0311267 | val_loss: 0.0311513 | Time: 3600.42 ms
[2021-10-05 07:39:37 main:574] : INFO : Epoch 1713 | loss: 0.0311234 | val_loss: 0.0311488 | Time: 3542.32 ms
[2021-10-05 07:39:40 main:574] : INFO : Epoch 1714 | loss: 0.0311303 | val_loss: 0.0311536 | Time: 3543.94 ms
[2021-10-05 07:39:44 main:574] : INFO : Epoch 1715 | loss: 0.031128 | val_loss: 0.0311496 | Time: 3578.67 ms
[2021-10-05 07:39:47 main:574] : INFO : Epoch 1716 | loss: 0.0311218 | val_loss: 0.0311515 | Time: 3538.66 ms
[2021-10-05 07:39:51 main:574] : INFO : Epoch 1717 | loss: 0.0311246 | val_loss: 0.0311636 | Time: 3582.12 ms
[2021-10-05 07:39:54 main:574] : INFO : Epoch 1718 | loss: 0.031125 | val_loss: 0.0311552 | Time: 3549.39 ms
[2021-10-05 07:39:58 main:574] : INFO : Epoch 1719 | loss: 0.0311236 | val_loss: 0.0311626 | Time: 3575.43 ms
[2021-10-05 07:40:01 main:574] : INFO : Epoch 1720 | loss: 0.0311254 | val_loss: 0.0311536 | Time: 3574.87 ms
[2021-10-05 07:40:05 main:574] : INFO : Epoch 1721 | loss: 0.0311325 | val_loss: 0.0311517 | Time: 3632.61 ms
[2021-10-05 07:40:09 main:574] : INFO : Epoch 1722 | loss: 0.0311291 | val_loss: 0.0311505 | Time: 3571.04 ms
[2021-10-05 07:40:12 main:574] : INFO : Epoch 1723 | loss: 0.0311273 | val_loss: 0.0311538 | Time: 3613.35 ms
[2021-10-05 07:40:16 main:574] : INFO : Epoch 1724 | loss: 0.0311284 | val_loss: 0.0311527 | Time: 3564.07 ms
[2021-10-05 07:40:19 main:574] : INFO : Epoch 1725 | loss: 0.0311283 | val_loss: 0.0311554 | Time: 3571.3 ms
[2021-10-05 07:40:23 main:574] : INFO : Epoch 1726 | loss: 0.0311263 | val_loss: 0.0311513 | Time: 3574.34 ms
[2021-10-05 07:40:27 main:574] : INFO : Epoch 1727 | loss: 0.0311251 | val_loss: 0.0311533 | Time: 3593.59 ms
[2021-10-05 07:40:30 main:574] : INFO : Epoch 1728 | loss: 0.0311274 | val_loss: 0.0311633 | Time: 3600.73 ms
[2021-10-05 07:40:34 main:574] : INFO : Epoch 1729 | loss: 0.0311307 | val_loss: 0.0311554 | Time: 3605.43 ms
[2021-10-05 07:40:37 main:574] : INFO : Epoch 1730 | loss: 0.0311327 | val_loss: 0.0311538 | Time: 3560.79 ms
[2021-10-05 07:40:41 main:574] : INFO : Epoch 1731 | loss: 0.0311284 | val_loss: 0.0311599 | Time: 3558.99 ms
[2021-10-05 07:40:45 main:574] : INFO : Epoch 1732 | loss: 0.0311268 | val_loss: 0.0311492 | Time: 3555.36 ms
[2021-10-05 07:40:48 main:574] : INFO : Epoch 1733 | loss: 0.0311242 | val_loss: 0.0311512 | Time: 3546.45 ms
[2021-10-05 07:40:52 main:574] : INFO : Epoch 1734 | loss: 0.031125 | val_loss: 0.0311564 | Time: 3530.66 ms
[2021-10-05 07:40:55 main:574] : INFO : Epoch 1735 | loss: 0.0311242 | val_loss: 0.0311528 | Time: 3580.72 ms
[2021-10-05 07:40:59 main:574] : INFO : Epoch 1736 | loss: 0.0311255 | val_loss: 0.0311532 | Time: 3537.85 ms
[2021-10-05 07:41:02 main:574] : INFO : Epoch 1737 | loss: 0.0311253 | val_loss: 0.031155 | Time: 3525.6 ms
[2021-10-05 07:41:06 main:574] : INFO : Epoch 1738 | loss: 0.0311203 | val_loss: 0.0311546 | Time: 3531.59 ms
[2021-10-05 07:41:09 main:574] : INFO : Epoch 1739 | loss: 0.0311201 | val_loss: 0.0311572 | Time: 3577.68 ms
[2021-10-05 07:41:13 main:574] : INFO : Epoch 1740 | loss: 0.0311219 | val_loss: 0.0311539 | Time: 3671.87 ms
[2021-10-05 07:41:17 main:574] : INFO : Epoch 1741 | loss: 0.031121 | val_loss: 0.0311517 | Time: 3551.75 ms
[2021-10-05 07:41:20 main:574] : INFO : Epoch 1742 | loss: 0.0311245 | val_loss: 0.0311576 | Time: 3528.3 ms
[2021-10-05 07:41:24 main:574] : INFO : Epoch 1743 | loss: 0.0311285 | val_loss: 0.031151 | Time: 3648.36 ms
[2021-10-05 07:41:27 main:574] : INFO : Epoch 1744 | loss: 0.0311245 | val_loss: 0.0311533 | Time: 3573.63 ms
[2021-10-05 07:41:31 main:574] : INFO : Epoch 1745 | loss: 0.0311217 | val_loss: 0.0311527 | Time: 3534.15 ms
[2021-10-05 07:41:34 main:574] : INFO : Epoch 1746 | loss: 0.031121 | val_loss: 0.0311452 | Time: 3580.9 ms
[2021-10-05 07:41:38 main:574] : INFO : Epoch 1747 | loss: 0.0311206 | val_loss: 0.0311469 | Time: 3586.32 ms
[2021-10-05 07:41:42 main:574] : INFO : Epoch 1748 | loss: 0.0311226 | val_loss: 0.031161 | Time: 3593.65 ms
[2021-10-05 07:41:45 main:574] : INFO : Epoch 1749 | loss: 0.0311223 | val_loss: 0.0311467 | Time: 3533.87 ms
[2021-10-05 07:41:49 main:574] : INFO : Epoch 1750 | loss: 0.0311212 | val_loss: 0.0311403 | Time: 3565.16 ms
[2021-10-05 07:41:52 main:574] : INFO : Epoch 1751 | loss: 0.0311246 | val_loss: 0.0311521 | Time: 3533.08 ms
[2021-10-05 07:41:56 main:574] : INFO : Epoch 1752 | loss: 0.0311198 | val_loss: 0.031151 | Time: 3555.48 ms
[2021-10-05 07:41:59 main:574] : INFO : Epoch 1753 | loss: 0.0311242 | val_loss: 0.0311549 | Time: 3582.53 ms
[2021-10-05 07:42:03 main:574] : INFO : Epoch 1754 | loss: 0.0311234 | val_loss: 0.0311453 | Time: 3548.13 ms
[2021-10-05 07:42:07 main:574] : INFO : Epoch 1755 | loss: 0.0311181 | val_loss: 0.0311403 | Time: 3536.52 ms
[2021-10-05 07:42:10 main:574] : INFO : Epoch 1756 | loss: 0.0311196 | val_loss: 0.0311535 | Time: 3574.31 ms
[2021-10-05 07:42:14 main:574] : INFO : Epoch 1757 | loss: 0.0311186 | val_loss: 0.0311452 | Time: 3593 ms
[2021-10-05 07:42:17 main:574] : INFO : Epoch 1758 | loss: 0.031118 | val_loss: 0.0311479 | Time: 3588.79 ms
[2021-10-05 07:42:21 main:574] : INFO : Epoch 1759 | loss: 0.0311184 | val_loss: 0.0311506 | Time: 3538.4 ms
[2021-10-05 07:42:24 main:574] : INFO : Epoch 1760 | loss: 0.0311217 | val_loss: 0.0311443 | Time: 3551.1 ms
[2021-10-05 07:42:28 main:574] : INFO : Epoch 1761 | loss: 0.031122 | val_loss: 0.0311489 | Time: 3560.53 ms
[2021-10-05 07:42:32 main:574] : INFO : Epoch 1762 | loss: 0.0311314 | val_loss: 0.0311435 | Time: 3598.43 ms
[2021-10-05 07:42:35 main:574] : INFO : Epoch 1763 | loss: 0.0311298 | val_loss: 0.0311474 | Time: 3569.33 ms
[2021-10-05 07:42:39 main:574] : INFO : Epoch 1764 | loss: 0.031132 | val_loss: 0.0311541 | Time: 3563.2 ms
[2021-10-05 07:42:42 main:574] : INFO : Epoch 1765 | loss: 0.031132 | val_loss: 0.0311459 | Time: 3543.71 ms
[2021-10-05 07:42:46 main:574] : INFO : Epoch 1766 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 3546.65 ms
[2021-10-05 07:42:49 main:574] : INFO : Epoch 1767 | loss: 0.0311276 | val_loss: 0.0311488 | Time: 3578.3 ms
[2021-10-05 07:42:53 main:574] : INFO : Epoch 1768 | loss: 0.0311272 | val_loss: 0.0311454 | Time: 3588.21 ms
[2021-10-05 07:42:57 main:574] : INFO : Epoch 1769 | loss: 0.0311286 | val_loss: 0.0311601 | Time: 3560.65 ms
[2021-10-05 07:43:00 main:574] : INFO : Epoch 1770 | loss: 0.0311282 | val_loss: 0.0311503 | Time: 3552.35 ms
[2021-10-05 07:43:04 main:574] : INFO : Epoch 1771 | loss: 0.0311225 | val_loss: 0.0311515 | Time: 3601.38 ms
[2021-10-05 07:43:07 main:574] : INFO : Epoch 1772 | loss: 0.0311229 | val_loss: 0.0311509 | Time: 3578.34 ms
[2021-10-05 07:43:11 main:574] : INFO : Epoch 1773 | loss: 0.0311218 | val_loss: 0.0311504 | Time: 3549.78 ms
[2021-10-05 07:43:14 main:574] : INFO : Epoch 1774 | loss: 0.031123 | val_loss: 0.0311421 | Time: 3522.66 ms
[2021-10-05 07:43:18 main:574] : INFO : Epoch 1775 | loss: 0.0311235 | val_loss: 0.031159 | Time: 3563.32 ms
[2021-10-05 07:43:22 main:574] : INFO : Epoch 1776 | loss: 0.0311275 | val_loss: 0.0311564 | Time: 3597.52 ms
[2021-10-05 07:43:25 main:574] : INFO : Epoch 1777 | loss: 0.0311295 | val_loss: 0.0311498 | Time: 3647.48 ms
[2021-10-05 07:43:29 main:574] : INFO : Epoch 1778 | loss: 0.0311235 | val_loss: 0.0311515 | Time: 3573.09 ms
[2021-10-05 07:43:32 main:574] : INFO : Epoch 1779 | loss: 0.031126 | val_loss: 0.0311505 | Time: 3535.22 ms
[2021-10-05 07:43:36 main:574] : INFO : Epoch 1780 | loss: 0.0311226 | val_loss: 0.0311432 | Time: 3534.52 ms
[2021-10-05 07:43:39 main:574] : INFO : Epoch 1781 | loss: 0.031122 | val_loss: 0.0311502 | Time: 3524.86 ms
[2021-10-05 07:43:43 main:574] : INFO : Epoch 1782 | loss: 0.0311202 | val_loss: 0.0311438 | Time: 3548.7 ms
[2021-10-05 07:43:46 main:574] : INFO : Epoch 1783 | loss: 0.0311203 | val_loss: 0.0311502 | Time: 3536.66 ms
[2021-10-05 07:43:50 main:574] : INFO : Epoch 1784 | loss: 0.0311238 | val_loss: 0.031141 | Time: 3530.72 ms
[2021-10-05 07:43:54 main:574] : INFO : Epoch 1785 | loss: 0.0311274 | val_loss: 0.0311452 | Time: 3563.94 ms
[2021-10-05 07:43:57 main:574] : INFO : Epoch 1786 | loss: 0.0311259 | val_loss: 0.031146 | Time: 3588.43 ms
[2021-10-05 07:44:01 main:574] : INFO : Epoch 1787 | loss: 0.0311239 | val_loss: 0.0311425 | Time: 3517.95 ms
[2021-10-05 07:44:04 main:574] : INFO : Epoch 1788 | loss: 0.0311215 | val_loss: 0.0311594 | Time: 3501.28 ms
[2021-10-05 07:44:08 main:574] : INFO : Epoch 1789 | loss: 0.0311247 | val_loss: 0.0311467 | Time: 3550.42 ms
[2021-10-05 07:44:11 main:574] : INFO : Epoch 1790 | loss: 0.031124 | val_loss: 0.0311456 | Time: 3616.14 ms
[2021-10-05 07:44:15 main:574] : INFO : Epoch 1791 | loss: 0.0311252 | val_loss: 0.0311481 | Time: 3562.38 ms
[2021-10-05 07:44:19 main:574] : INFO : Epoch 1792 | loss: 0.0311215 | val_loss: 0.0311406 | Time: 3586.71 ms
[2021-10-05 07:44:22 main:574] : INFO : Epoch 1793 | loss: 0.0311195 | val_loss: 0.031143 | Time: 3604.14 ms
[2021-10-05 07:44:26 main:574] : INFO : Epoch 1794 | loss: 0.0311197 | val_loss: 0.0311444 | Time: 3556.66 ms
[2021-10-05 07:44:29 main:574] : INFO : Epoch 1795 | loss: 0.0311154 | val_loss: 0.0311428 | Time: 3538.59 ms
[2021-10-05 07:44:33 main:574] : INFO : Epoch 1796 | loss: 0.0311245 | val_loss: 0.031151 | Time: 3611.7 ms
[2021-10-05 07:44:36 main:574] : INFO : Epoch 1797 | loss: 0.0311302 | val_loss: 0.031148 | Time: 3557.5 ms
[2021-10-05 07:44:40 main:574] : INFO : Epoch 1798 | loss: 0.03113 | val_loss: 0.0311475 | Time: 3575.01 ms
[2021-10-05 07:44:44 main:574] : INFO : Epoch 1799 | loss: 0.0311312 | val_loss: 0.0311526 | Time: 3545.81 ms
[2021-10-05 07:44:47 main:574] : INFO : Epoch 1800 | loss: 0.0311276 | val_loss: 0.0311505 | Time: 3561.19 ms
[2021-10-05 07:44:51 main:574] : INFO : Epoch 1801 | loss: 0.031134 | val_loss: 0.0311539 | Time: 3562.03 ms
[2021-10-05 07:44:54 main:574] : INFO : Epoch 1802 | loss: 0.0311341 | val_loss: 0.0311479 | Time: 3563.37 ms
[2021-10-05 07:44:58 main:574] : INFO : Epoch 1803 | loss: 0.0311277 | val_loss: 0.0311468 | Time: 3577.67 ms
[2021-10-05 07:45:01 main:574] : INFO : Epoch 1804 | loss: 0.0311258 | val_loss: 0.0311515 | Time: 3530.64 ms
[2021-10-05 07:45:05 main:574] : INFO : Epoch 1805 | loss: 0.0311232 | val_loss: 0.0311439 | Time: 3570.96 ms
[2021-10-05 07:45:09 main:574] : INFO : Epoch 1806 | loss: 0.0311211 | val_loss: 0.0311465 | Time: 3579.84 ms
[2021-10-05 07:45:12 main:574] : INFO : Epoch 1807 | loss: 0.031123 | val_loss: 0.0311406 | Time: 3571.87 ms
[2021-10-05 07:45:16 main:574] : INFO : Epoch 1808 | loss: 0.0311206 | val_loss: 0.0311445 | Time: 3514.91 ms
[2021-10-05 07:45:19 main:574] : INFO : Epoch 1809 | loss: 0.0311196 | val_loss: 0.0311461 | Time: 3534.38 ms
[2021-10-05 07:45:23 main:574] : INFO : Epoch 1810 | loss: 0.0311217 | val_loss: 0.031144 | Time: 3520.93 ms
[2021-10-05 07:45:26 main:574] : INFO : Epoch 1811 | loss: 0.0311243 | val_loss: 0.0311497 | Time: 3549.03 ms
[2021-10-05 07:45:30 main:574] : INFO : Epoch 1812 | loss: 0.0311219 | val_loss: 0.0311396 | Time: 3551.55 ms
[2021-10-05 07:45:33 main:574] : INFO : Epoch 1813 | loss: 0.0311185 | val_loss: 0.0311385 | Time: 3569.96 ms
[2021-10-05 07:45:37 main:574] : INFO : Epoch 1814 | loss: 0.0311217 | val_loss: 0.0311479 | Time: 3562.46 ms
[2021-10-05 07:45:41 main:574] : INFO : Epoch 1815 | loss: 0.0311239 | val_loss: 0.0311501 | Time: 3594.04 ms
[2021-10-05 07:45:44 main:574] : INFO : Epoch 1816 | loss: 0.0311195 | val_loss: 0.0311445 | Time: 3584.74 ms
[2021-10-05 07:45:48 main:574] : INFO : Epoch 1817 | loss: 0.0311163 | val_loss: 0.0311469 | Time: 3613.59 ms
[2021-10-05 07:45:51 main:574] : INFO : Epoch 1818 | loss: 0.0311225 | val_loss: 0.0311586 | Time: 3610.87 ms
[2021-10-05 07:45:55 main:574] : INFO : Epoch 1819 | loss: 0.0311326 | val_loss: 0.031145 | Time: 3543.51 ms
[2021-10-05 07:45:58 main:574] : INFO : Epoch 1820 | loss: 0.0311219 | val_loss: 0.0311604 | Time: 3561.06 ms
[2021-10-05 07:46:02 main:574] : INFO : Epoch 1821 | loss: 0.0311199 | val_loss: 0.0311377 | Time: 3622.87 ms
[2021-10-05 07:46:06 main:574] : INFO : Epoch 1822 | loss: 0.0311161 | val_loss: 0.0311441 | Time: 3676.84 ms
[2021-10-05 07:46:09 main:574] : INFO : Epoch 1823 | loss: 0.03112 | val_loss: 0.0311454 | Time: 3673.34 ms
[2021-10-05 07:46:13 main:574] : INFO : Epoch 1824 | loss: 0.0311218 | val_loss: 0.0311412 | Time: 3566.2 ms
[2021-10-05 07:46:17 main:574] : INFO : Epoch 1825 | loss: 0.0311213 | val_loss: 0.0311395 | Time: 3579.84 ms
[2021-10-05 07:46:20 main:574] : INFO : Epoch 1826 | loss: 0.0311233 | val_loss: 0.031149 | Time: 3546.17 ms
[2021-10-05 07:46:24 main:574] : INFO : Epoch 1827 | loss: 0.0311318 | val_loss: 0.0311448 | Time: 3527.36 ms
[2021-10-05 07:46:27 main:574] : INFO : Epoch 1828 | loss: 0.0311291 | val_loss: 0.0311491 | Time: 3538.33 ms
[2021-10-05 07:46:31 main:574] : INFO : Epoch 1829 | loss: 0.031123 | val_loss: 0.031146 | Time: 3540.52 ms
[2021-10-05 07:46:34 main:574] : INFO : Epoch 1830 | loss: 0.0311224 | val_loss: 0.031146 | Time: 3570.79 ms
[2021-10-05 07:46:38 main:574] : INFO : Epoch 1831 | loss: 0.0311328 | val_loss: 0.0311457 | Time: 3555.87 ms
[2021-10-05 07:46:41 main:574] : INFO : Epoch 1832 | loss: 0.0311329 | val_loss: 0.0311458 | Time: 3523.4 ms
[2021-10-05 07:46:45 main:574] : INFO : Epoch 1833 | loss: 0.0311295 | val_loss: 0.0311499 | Time: 3522.07 ms
[2021-10-05 07:46:49 main:574] : INFO : Epoch 1834 | loss: 0.0311299 | val_loss: 0.0311581 | Time: 3537.68 ms
[2021-10-05 07:46:52 main:574] : INFO : Epoch 1835 | loss: 0.0311275 | val_loss: 0.031148 | Time: 3541.67 ms
[2021-10-05 07:46:56 main:574] : INFO : Epoch 1836 | loss: 0.0311268 | val_loss: 0.0311495 | Time: 3571.61 ms
[2021-10-05 07:46:59 main:574] : INFO : Epoch 1837 | loss: 0.031127 | val_loss: 0.0311431 | Time: 3539.52 ms
[2021-10-05 07:47:03 main:574] : INFO : Epoch 1838 | loss: 0.0311216 | val_loss: 0.0311425 | Time: 3554.24 ms
[2021-10-05 07:47:06 main:574] : INFO : Epoch 1839 | loss: 0.0311218 | val_loss: 0.0311451 | Time: 3522.78 ms
[2021-10-05 07:47:10 main:574] : INFO : Epoch 1840 | loss: 0.0311215 | val_loss: 0.0311465 | Time: 3539.61 ms
[2021-10-05 07:47:13 main:574] : INFO : Epoch 1841 | loss: 0.0311231 | val_loss: 0.031148 | Time: 3540.37 ms
[2021-10-05 07:47:17 main:574] : INFO : Epoch 1842 | loss: 0.031121 | val_loss: 0.0311417 | Time: 3576.03 ms
[2021-10-05 07:47:20 main:574] : INFO : Epoch 1843 | loss: 0.0311212 | val_loss: 0.0311467 | Time: 3522.54 ms
[2021-10-05 07:47:24 main:574] : INFO : Epoch 1844 | loss: 0.0311189 | val_loss: 0.0311472 | Time: 3554.77 ms
[2021-10-05 07:47:28 main:574] : INFO : Epoch 1845 | loss: 0.0311233 | val_loss: 0.0311475 | Time: 3589.69 ms
[2021-10-05 07:47:31 main:574] : INFO : Epoch 1846 | loss: 0.0311189 | val_loss: 0.0311423 | Time: 3555.85 ms
[2021-10-05 07:47:35 main:574] : INFO : Epoch 1847 | loss: 0.0311189 | val_loss: 0.0311449 | Time: 3566.21 ms
[2021-10-05 07:47:38 main:574] : INFO : Epoch 1848 | loss: 0.0311178 | val_loss: 0.0311445 | Time: 3565.93 ms
[2021-10-05 07:47:42 main:574] : INFO : Epoch 1849 | loss: 0.0311158 | val_loss: 0.0311404 | Time: 3571.58 ms
[2021-10-05 07:47:45 main:574] : INFO : Epoch 1850 | loss: 0.0311205 | val_loss: 0.0311467 | Time: 3533.9 ms
[2021-10-05 07:47:49 main:574] : INFO : Epoch 1851 | loss: 0.0311156 | val_loss: 0.0311462 | Time: 3502.94 ms
[2021-10-05 07:47:52 main:574] : INFO : Epoch 1852 | loss: 0.0311181 | val_loss: 0.0311532 | Time: 3540.14 ms
[2021-10-05 07:47:56 main:574] : INFO : Epoch 1853 | loss: 0.0311231 | val_loss: 0.0311429 | Time: 3593.28 ms
[2021-10-05 07:48:00 main:574] : INFO : Epoch 1854 | loss: 0.0311235 | val_loss: 0.0311619 | Time: 3583.04 ms
[2021-10-05 07:48:03 main:574] : INFO : Epoch 1855 | loss: 0.0311297 | val_loss: 0.0311571 | Time: 3596.86 ms
[2021-10-05 07:48:07 main:574] : INFO : Epoch 1856 | loss: 0.0311241 | val_loss: 0.0311492 | Time: 3554.74 ms
[2021-10-05 07:48:10 main:574] : INFO : Epoch 1857 | loss: 0.0311228 | val_loss: 0.0311485 | Time: 3548.83 ms
[2021-10-05 07:48:14 main:574] : INFO : Epoch 1858 | loss: 0.0311219 | val_loss: 0.0311445 | Time: 3586.09 ms
[2021-10-05 07:48:18 main:574] : INFO : Epoch 1859 | loss: 0.0311197 | val_loss: 0.031153 | Time: 3538.19 ms
[2021-10-05 07:48:21 main:574] : INFO : Epoch 1860 | loss: 0.0311183 | val_loss: 0.0311447 | Time: 3560.63 ms
[2021-10-05 07:48:25 main:574] : INFO : Epoch 1861 | loss: 0.0311164 | val_loss: 0.0311546 | Time: 3585.07 ms
[2021-10-05 07:48:28 main:574] : INFO : Epoch 1862 | loss: 0.031116 | val_loss: 0.0311418 | Time: 3538.38 ms
[2021-10-05 07:48:32 main:574] : INFO : Epoch 1863 | loss: 0.0311167 | val_loss: 0.0311456 | Time: 3553.92 ms
[2021-10-05 07:48:35 main:574] : INFO : Epoch 1864 | loss: 0.0311194 | val_loss: 0.0311405 | Time: 3574.63 ms
[2021-10-05 07:48:39 main:574] : INFO : Epoch 1865 | loss: 0.0311178 | val_loss: 0.0311481 | Time: 3581.01 ms
[2021-10-05 07:48:43 main:574] : INFO : Epoch 1866 | loss: 0.0311182 | val_loss: 0.0311517 | Time: 3581.28 ms
[2021-10-05 07:48:46 main:574] : INFO : Epoch 1867 | loss: 0.0311182 | val_loss: 0.0311489 | Time: 3562.62 ms
[2021-10-05 07:48:50 main:574] : INFO : Epoch 1868 | loss: 0.031116 | val_loss: 0.0311482 | Time: 3578.19 ms
[2021-10-05 07:48:53 main:574] : INFO : Epoch 1869 | loss: 0.0311176 | val_loss: 0.0311474 | Time: 3613.67 ms
[2021-10-05 07:48:57 main:574] : INFO : Epoch 1870 | loss: 0.0311207 | val_loss: 0.0311628 | Time: 3562.71 ms
[2021-10-05 07:49:00 main:574] : INFO : Epoch 1871 | loss: 0.0311228 | val_loss: 0.0311481 | Time: 3547.26 ms
[2021-10-05 07:49:04 main:574] : INFO : Epoch 1872 | loss: 0.0311192 | val_loss: 0.0311406 | Time: 3597.32 ms
[2021-10-05 07:49:08 main:574] : INFO : Epoch 1873 | loss: 0.0311187 | val_loss: 0.0311507 | Time: 3622.99 ms
[2021-10-05 07:49:11 main:574] : INFO : Epoch 1874 | loss: 0.0311192 | val_loss: 0.0311489 | Time: 3569.75 ms
[2021-10-05 07:49:15 main:574] : INFO : Epoch 1875 | loss: 0.0311214 | val_loss: 0.0311433 | Time: 3541.03 ms
[2021-10-05 07:49:18 main:574] : INFO : Epoch 1876 | loss: 0.0311181 | val_loss: 0.0311492 | Time: 3580.71 ms
[2021-10-05 07:49:22 main:574] : INFO : Epoch 1877 | loss: 0.0311182 | val_loss: 0.0311502 | Time: 3566.96 ms
[2021-10-05 07:49:25 main:574] : INFO : Epoch 1878 | loss: 0.0311159 | val_loss: 0.031152 | Time: 3564.98 ms
[2021-10-05 07:49:29 main:574] : INFO : Epoch 1879 | loss: 0.0311139 | val_loss: 0.0311478 | Time: 3581.2 ms
[2021-10-05 07:49:33 main:574] : INFO : Epoch 1880 | loss: 0.031114 | val_loss: 0.0311472 | Time: 3568.37 ms
[2021-10-05 07:49:36 main:574] : INFO : Epoch 1881 | loss: 0.031114 | val_loss: 0.0311462 | Time: 3656.11 ms
[2021-10-05 07:49:40 main:574] : INFO : Epoch 1882 | loss: 0.0311166 | val_loss: 0.0311409 | Time: 3635.4 ms
[2021-10-05 07:49:43 main:574] : INFO : Epoch 1883 | loss: 0.0311194 | val_loss: 0.0311398 | Time: 3551.28 ms
[2021-10-05 07:49:47 main:574] : INFO : Epoch 1884 | loss: 0.0311183 | val_loss: 0.031146 | Time: 3519.89 ms
[2021-10-05 07:49:51 main:574] : INFO : Epoch 1885 | loss: 0.0311205 | val_loss: 0.0311416 | Time: 3575.34 ms
[2021-10-05 07:49:54 main:574] : INFO : Epoch 1886 | loss: 0.0311274 | val_loss: 0.0311467 | Time: 3543.28 ms
[2021-10-05 07:49:58 main:574] : INFO : Epoch 1887 | loss: 0.0311217 | val_loss: 0.0311478 | Time: 3559.15 ms
[2021-10-05 07:50:01 main:574] : INFO : Epoch 1888 | loss: 0.0311201 | val_loss: 0.0311455 | Time: 3578.68 ms
[2021-10-05 07:50:05 main:574] : INFO : Epoch 1889 | loss: 0.0311166 | val_loss: 0.0311475 | Time: 3605.25 ms
[2021-10-05 07:50:08 main:574] : INFO : Epoch 1890 | loss: 0.0311176 | val_loss: 0.0311457 | Time: 3599.91 ms
[2021-10-05 07:50:12 main:574] : INFO : Epoch 1891 | loss: 0.0311159 | val_loss: 0.0311424 | Time: 3558.86 ms
[2021-10-05 07:50:16 main:574] : INFO : Epoch 1892 | loss: 0.0311153 | val_loss: 0.0311479 | Time: 3513.76 ms
[2021-10-05 07:50:19 main:574] : INFO : Epoch 1893 | loss: 0.0311145 | val_loss: 0.0311401 | Time: 3598.46 ms
[2021-10-05 07:50:23 main:574] : INFO : Epoch 1894 | loss: 0.0311188 | val_loss: 0.0311418 | Time: 3530.62 ms
[2021-10-05 07:50:26 main:574] : INFO : Epoch 1895 | loss: 0.0311149 | val_loss: 0.0311449 | Time: 3642.11 ms
[2021-10-05 07:50:30 main:574] : INFO : Epoch 1896 | loss: 0.0311194 | val_loss: 0.0311408 | Time: 3511.98 ms
[2021-10-05 07:50:33 main:574] : INFO : Epoch 1897 | loss: 0.0311231 | val_loss: 0.031145 | Time: 3570.03 ms
[2021-10-05 07:50:37 main:574] : INFO : Epoch 1898 | loss: 0.0311185 | val_loss: 0.0311422 | Time: 3556.16 ms
[2021-10-05 07:50:41 main:574] : INFO : Epoch 1899 | loss: 0.0311113 | val_loss: 0.0311483 | Time: 3565.01 ms
[2021-10-05 07:50:44 main:574] : INFO : Epoch 1900 | loss: 0.0311122 | val_loss: 0.0311474 | Time: 3558.27 ms
[2021-10-05 07:50:48 main:574] : INFO : Epoch 1901 | loss: 0.031114 | val_loss: 0.0311514 | Time: 3557.43 ms
[2021-10-05 07:50:51 main:574] : INFO : Epoch 1902 | loss: 0.0311236 | val_loss: 0.0311482 | Time: 3549.32 ms
[2021-10-05 07:50:55 main:574] : INFO : Epoch 1903 | loss: 0.0311187 | val_loss: 0.0311436 | Time: 3577.16 ms
[2021-10-05 07:50:58 main:574] : INFO : Epoch 1904 | loss: 0.0311129 | val_loss: 0.0311414 | Time: 3564.07 ms
[2021-10-05 07:51:02 main:574] : INFO : Epoch 1905 | loss: 0.0311116 | val_loss: 0.0311389 | Time: 3583.15 ms
[2021-10-05 07:51:06 main:574] : INFO : Epoch 1906 | loss: 0.031114 | val_loss: 0.031145 | Time: 3587.57 ms
[2021-10-05 07:51:09 main:574] : INFO : Epoch 1907 | loss: 0.0311158 | val_loss: 0.0311419 | Time: 3563.26 ms
[2021-10-05 07:51:13 main:574] : INFO : Epoch 1908 | loss: 0.0311156 | val_loss: 0.0311441 | Time: 3583.33 ms
[2021-10-05 07:51:16 main:574] : INFO : Epoch 1909 | loss: 0.0311112 | val_loss: 0.0311489 | Time: 3584.5 ms
[2021-10-05 07:51:20 main:574] : INFO : Epoch 1910 | loss: 0.0311191 | val_loss: 0.0311409 | Time: 3542.65 ms
[2021-10-05 07:51:23 main:574] : INFO : Epoch 1911 | loss: 0.0311173 | val_loss: 0.0311434 | Time: 3576.59 ms
[2021-10-05 07:51:27 main:574] : INFO : Epoch 1912 | loss: 0.0311186 | val_loss: 0.0311507 | Time: 3573.02 ms
[2021-10-05 07:51:31 main:574] : INFO : Epoch 1913 | loss: 0.0311182 | val_loss: 0.0311417 | Time: 3643.06 ms
[2021-10-05 07:51:34 main:574] : INFO : Epoch 1914 | loss: 0.0311125 | val_loss: 0.0311421 | Time: 3559.15 ms
[2021-10-05 07:51:38 main:574] : INFO : Epoch 1915 | loss: 0.03111 | val_loss: 0.031145 | Time: 3617.24 ms
[2021-10-05 07:51:41 main:574] : INFO : Epoch 1916 | loss: 0.0311102 | val_loss: 0.0311418 | Time: 3548.23 ms
[2021-10-05 07:51:45 main:574] : INFO : Epoch 1917 | loss: 0.0311152 | val_loss: 0.0311618 | Time: 3600.17 ms
[2021-10-05 07:51:49 main:574] : INFO : Epoch 1918 | loss: 0.0311148 | val_loss: 0.0311421 | Time: 3540.14 ms
[2021-10-05 07:51:52 main:574] : INFO : Epoch 1919 | loss: 0.0311113 | val_loss: 0.031141 | Time: 3545.55 ms
[2021-10-05 07:51:56 main:574] : INFO : Epoch 1920 | loss: 0.0311092 | val_loss: 0.0311483 | Time: 3575.84 ms
[2021-10-05 07:51:59 main:574] : INFO : Epoch 1921 | loss: 0.0311112 | val_loss: 0.0311405 | Time: 3567.1 ms
[2021-10-05 07:52:03 main:574] : INFO : Epoch 1922 | loss: 0.0311125 | val_loss: 0.031148 | Time: 3570.04 ms
[2021-10-05 07:52:06 main:574] : INFO : Epoch 1923 | loss: 0.031109 | val_loss: 0.0311508 | Time: 3611.56 ms
[2021-10-05 07:52:10 main:574] : INFO : Epoch 1924 | loss: 0.0311277 | val_loss: 0.0311469 | Time: 3585.03 ms
[2021-10-05 07:52:14 main:574] : INFO : Epoch 1925 | loss: 0.0311247 | val_loss: 0.0311452 | Time: 3567.44 ms
[2021-10-05 07:52:17 main:574] : INFO : Epoch 1926 | loss: 0.0311224 | val_loss: 0.031139 | Time: 3562.39 ms
[2021-10-05 07:52:21 main:574] : INFO : Epoch 1927 | loss: 0.0311218 | val_loss: 0.03114 | Time: 3531.69 ms
[2021-10-05 07:52:24 main:574] : INFO : Epoch 1928 | loss: 0.0311202 | val_loss: 0.0311453 | Time: 3609.65 ms
[2021-10-05 07:52:28 main:574] : INFO : Epoch 1929 | loss: 0.0311207 | val_loss: 0.0311603 | Time: 3602.44 ms
[2021-10-05 07:52:31 main:574] : INFO : Epoch 1930 | loss: 0.0311215 | val_loss: 0.0311446 | Time: 3573.56 ms
[2021-10-05 07:52:35 main:574] : INFO : Epoch 1931 | loss: 0.0311174 | val_loss: 0.031143 | Time: 3510.67 ms
[2021-10-05 07:52:39 main:574] : INFO : Epoch 1932 | loss: 0.0311159 | val_loss: 0.0311513 | Time: 3575.14 ms
[2021-10-05 07:52:42 main:574] : INFO : Epoch 1933 | loss: 0.0311146 | val_loss: 0.0311466 | Time: 3712.48 ms
[2021-10-05 07:52:46 main:574] : INFO : Epoch 1934 | loss: 0.0311161 | val_loss: 0.0311475 | Time: 3559.38 ms
[2021-10-05 07:52:49 main:574] : INFO : Epoch 1935 | loss: 0.0311169 | val_loss: 0.0311474 | Time: 3615.7 ms
[2021-10-05 07:52:53 main:574] : INFO : Epoch 1936 | loss: 0.0311188 | val_loss: 0.0311541 | Time: 3645.42 ms
[2021-10-05 07:52:57 main:574] : INFO : Epoch 1937 | loss: 0.0311147 | val_loss: 0.0311406 | Time: 3591.4 ms
[2021-10-05 07:53:00 main:574] : INFO : Epoch 1938 | loss: 0.0311125 | val_loss: 0.0311417 | Time: 3556.15 ms
[2021-10-05 07:53:04 main:574] : INFO : Epoch 1939 | loss: 0.0311115 | val_loss: 0.0311449 | Time: 3560.15 ms
[2021-10-05 07:53:07 main:574] : INFO : Epoch 1940 | loss: 0.031113 | val_loss: 0.0311462 | Time: 3575.73 ms
[2021-10-05 07:53:11 main:574] : INFO : Epoch 1941 | loss: 0.0311135 | val_loss: 0.031143 | Time: 3537.04 ms
[2021-10-05 07:53:15 main:574] : INFO : Epoch 1942 | loss: 0.0311135 | val_loss: 0.0311439 | Time: 3533.87 ms
[2021-10-05 07:53:18 main:574] : INFO : Epoch 1943 | loss: 0.0311136 | val_loss: 0.031139 | Time: 3601.74 ms
[2021-10-05 07:53:22 main:574] : INFO : Epoch 1944 | loss: 0.0311106 | val_loss: 0.0311368 | Time: 3566.61 ms
[2021-10-05 07:53:25 main:574] : INFO : Epoch 1945 | loss: 0.0311092 | val_loss: 0.0311479 | Time: 3566.63 ms
[2021-10-05 07:53:29 main:574] : INFO : Epoch 1946 | loss: 0.0311116 | val_loss: 0.0311421 | Time: 3589.15 ms
[2021-10-05 07:53:32 main:574] : INFO : Epoch 1947 | loss: 0.0311112 | val_loss: 0.0311434 | Time: 3546.1 ms
[2021-10-05 07:53:36 main:574] : INFO : Epoch 1948 | loss: 0.0311105 | val_loss: 0.0311447 | Time: 3580.85 ms
[2021-10-05 07:53:40 main:574] : INFO : Epoch 1949 | loss: 0.03111 | val_loss: 0.0311438 | Time: 3573.27 ms
[2021-10-05 07:53:43 main:574] : INFO : Epoch 1950 | loss: 0.0311073 | val_loss: 0.031147 | Time: 3611.03 ms
[2021-10-05 07:53:47 main:574] : INFO : Epoch 1951 | loss: 0.0311097 | val_loss: 0.0311447 | Time: 3615.87 ms
[2021-10-05 07:53:50 main:574] : INFO : Epoch 1952 | loss: 0.0311102 | val_loss: 0.0311431 | Time: 3546.38 ms
[2021-10-05 07:53:54 main:574] : INFO : Epoch 1953 | loss: 0.0311132 | val_loss: 0.0311514 | Time: 3577.18 ms
[2021-10-05 07:53:58 main:574] : INFO : Epoch 1954 | loss: 0.0311143 | val_loss: 0.0311408 | Time: 3634.34 ms
[2021-10-05 07:54:01 main:574] : INFO : Epoch 1955 | loss: 0.0311163 | val_loss: 0.0311482 | Time: 3552.19 ms
[2021-10-05 07:54:05 main:574] : INFO : Epoch 1956 | loss: 0.031119 | val_loss: 0.0311568 | Time: 3597.97 ms
[2021-10-05 07:54:08 main:574] : INFO : Epoch 1957 | loss: 0.0311209 | val_loss: 0.0311447 | Time: 3599.24 ms
[2021-10-05 07:54:12 main:574] : INFO : Epoch 1958 | loss: 0.0311125 | val_loss: 0.0311449 | Time: 3594.05 ms
[2021-10-05 07:54:16 main:574] : INFO : Epoch 1959 | loss: 0.031109 | val_loss: 0.0311486 | Time: 3594.92 ms
[2021-10-05 07:54:19 main:574] : INFO : Epoch 1960 | loss: 0.0311116 | val_loss: 0.0311438 | Time: 3606.98 ms
[2021-10-05 07:54:23 main:574] : INFO : Epoch 1961 | loss: 0.0311102 | val_loss: 0.0311454 | Time: 3590.31 ms
[2021-10-05 07:54:26 main:574] : INFO : Epoch 1962 | loss: 0.0311145 | val_loss: 0.0311432 | Time: 3624.48 ms
[2021-10-05 07:54:30 main:574] : INFO : Epoch 1963 | loss: 0.0311248 | val_loss: 0.0311519 | Time: 3574.1 ms
[2021-10-05 07:54:34 main:574] : INFO : Epoch 1964 | loss: 0.0311225 | val_loss: 0.0311432 | Time: 3583.08 ms
[2021-10-05 07:54:37 main:574] : INFO : Epoch 1965 | loss: 0.031122 | val_loss: 0.0311502 | Time: 3633.58 ms
[2021-10-05 07:54:41 main:574] : INFO : Epoch 1966 | loss: 0.031118 | val_loss: 0.0311476 | Time: 3557.7 ms
[2021-10-05 07:54:44 main:574] : INFO : Epoch 1967 | loss: 0.0311174 | val_loss: 0.031148 | Time: 3582.42 ms
[2021-10-05 07:54:48 main:574] : INFO : Epoch 1968 | loss: 0.0311193 | val_loss: 0.031149 | Time: 3659.29 ms
[2021-10-05 07:54:52 main:574] : INFO : Epoch 1969 | loss: 0.0311163 | val_loss: 0.03115 | Time: 3611.27 ms
[2021-10-05 07:54:55 main:574] : INFO : Epoch 1970 | loss: 0.0311154 | val_loss: 0.0311431 | Time: 3594.41 ms
[2021-10-05 07:54:59 main:574] : INFO : Epoch 1971 | loss: 0.0311101 | val_loss: 0.0311399 | Time: 3616.07 ms
[2021-10-05 07:55:02 main:574] : INFO : Epoch 1972 | loss: 0.0311103 | val_loss: 0.0311371 | Time: 3597.72 ms
[2021-10-05 07:55:06 main:574] : INFO : Epoch 1973 | loss: 0.0311117 | val_loss: 0.031148 | Time: 3595.86 ms
[2021-10-05 07:55:10 main:574] : INFO : Epoch 1974 | loss: 0.0311092 | val_loss: 0.0311394 | Time: 3590.27 ms
[2021-10-05 07:55:13 main:574] : INFO : Epoch 1975 | loss: 0.0311092 | val_loss: 0.0311488 | Time: 3568.25 ms
[2021-10-05 07:55:17 main:574] : INFO : Epoch 1976 | loss: 0.0311098 | val_loss: 0.0311367 | Time: 3543.44 ms
[2021-10-05 07:55:20 main:574] : INFO : Epoch 1977 | loss: 0.0311099 | val_loss: 0.0311356 | Time: 3589.25 ms
[2021-10-05 07:55:24 main:574] : INFO : Epoch 1978 | loss: 0.0311084 | val_loss: 0.0311459 | Time: 3568.93 ms
[2021-10-05 07:55:27 main:574] : INFO : Epoch 1979 | loss: 0.0311098 | val_loss: 0.0311472 | Time: 3585.25 ms
[2021-10-05 07:55:31 main:574] : INFO : Epoch 1980 | loss: 0.0311123 | val_loss: 0.0311428 | Time: 3534.84 ms
[2021-10-05 07:55:35 main:574] : INFO : Epoch 1981 | loss: 0.0311136 | val_loss: 0.0311392 | Time: 3570.37 ms
[2021-10-05 07:55:38 main:574] : INFO : Epoch 1982 | loss: 0.031112 | val_loss: 0.0311391 | Time: 3594.99 ms
[2021-10-05 07:55:42 main:574] : INFO : Epoch 1983 | loss: 0.0311164 | val_loss: 0.0311417 | Time: 3534.85 ms
[2021-10-05 07:55:45 main:574] : INFO : Epoch 1984 | loss: 0.0311185 | val_loss: 0.0311497 | Time: 3600.84 ms
[2021-10-05 07:55:49 main:574] : INFO : Epoch 1985 | loss: 0.0311158 | val_loss: 0.0311452 | Time: 3603.67 ms
[2021-10-05 07:55:52 main:574] : INFO : Epoch 1986 | loss: 0.0311153 | val_loss: 0.0311429 | Time: 3534.41 ms
[2021-10-05 07:55:56 main:574] : INFO : Epoch 1987 | loss: 0.0311144 | val_loss: 0.031139 | Time: 3600.82 ms
[2021-10-05 07:56:00 main:574] : INFO : Epoch 1988 | loss: 0.0311124 | val_loss: 0.0311413 | Time: 3600.75 ms
[2021-10-05 07:56:03 main:574] : INFO : Epoch 1989 | loss: 0.0311147 | val_loss: 0.0311487 | Time: 3600.25 ms
[2021-10-05 07:56:07 main:574] : INFO : Epoch 1990 | loss: 0.0311113 | val_loss: 0.0311389 | Time: 3549.3 ms
[2021-10-05 07:56:10 main:574] : INFO : Epoch 1991 | loss: 0.0311081 | val_loss: 0.0311445 | Time: 3541.67 ms
[2021-10-05 07:56:14 main:574] : INFO : Epoch 1992 | loss: 0.031109 | val_loss: 0.0311526 | Time: 3576.66 ms
[2021-10-05 07:56:18 main:574] : INFO : Epoch 1993 | loss: 0.0311071 | val_loss: 0.031143 | Time: 3568.32 ms
[2021-10-05 07:56:21 main:574] : INFO : Epoch 1994 | loss: 0.031106 | val_loss: 0.0311398 | Time: 3534.58 ms
[2021-10-05 07:56:25 main:574] : INFO : Epoch 1995 | loss: 0.0311084 | val_loss: 0.031142 | Time: 3556.28 ms
[2021-10-05 07:56:28 main:574] : INFO : Epoch 1996 | loss: 0.0311081 | val_loss: 0.0311423 | Time: 3526.74 ms
[2021-10-05 07:56:32 main:574] : INFO : Epoch 1997 | loss: 0.0311089 | val_loss: 0.0311458 | Time: 3548.48 ms
[2021-10-05 07:56:35 main:574] : INFO : Epoch 1998 | loss: 0.0311081 | val_loss: 0.0311395 | Time: 3613.47 ms
[2021-10-05 07:56:39 main:574] : INFO : Epoch 1999 | loss: 0.0311065 | val_loss: 0.0311368 | Time: 3568.9 ms
[2021-10-05 07:56:43 main:574] : INFO : Epoch 2000 | loss: 0.0311099 | val_loss: 0.0311543 | Time: 3625.57 ms
[2021-10-05 07:56:46 main:574] : INFO : Epoch 2001 | loss: 0.0311336 | val_loss: 0.0311625 | Time: 3590.94 ms
[2021-10-05 07:56:50 main:574] : INFO : Epoch 2002 | loss: 0.031147 | val_loss: 0.0311526 | Time: 3544.89 ms
[2021-10-05 07:56:53 main:574] : INFO : Epoch 2003 | loss: 0.0311371 | val_loss: 0.031138 | Time: 3585.95 ms
[2021-10-05 07:56:57 main:574] : INFO : Epoch 2004 | loss: 0.0311304 | val_loss: 0.0311377 | Time: 3574.34 ms
[2021-10-05 07:57:00 main:574] : INFO : Epoch 2005 | loss: 0.0311314 | val_loss: 0.0311343 | Time: 3576.62 ms
[2021-10-05 07:57:04 main:574] : INFO : Epoch 2006 | loss: 0.0311255 | val_loss: 0.0311335 | Time: 3564.87 ms
[2021-10-05 07:57:08 main:574] : INFO : Epoch 2007 | loss: 0.031122 | val_loss: 0.0311351 | Time: 3560.06 ms
[2021-10-05 07:57:11 main:574] : INFO : Epoch 2008 | loss: 0.0311202 | val_loss: 0.0311382 | Time: 3555.02 ms
[2021-10-05 07:57:15 main:574] : INFO : Epoch 2009 | loss: 0.0311189 | val_loss: 0.0311338 | Time: 3576.55 ms
[2021-10-05 07:57:18 main:574] : INFO : Epoch 2010 | loss: 0.0311183 | val_loss: 0.031145 | Time: 3557.57 ms
[2021-10-05 07:57:22 main:574] : INFO : Epoch 2011 | loss: 0.0311197 | val_loss: 0.0311359 | Time: 3588.89 ms
[2021-10-05 07:57:25 main:574] : INFO : Epoch 2012 | loss: 0.0311183 | val_loss: 0.0311376 | Time: 3617.76 ms
[2021-10-05 07:57:29 main:574] : INFO : Epoch 2013 | loss: 0.0311157 | val_loss: 0.0311361 | Time: 3529.02 ms
[2021-10-05 07:57:33 main:574] : INFO : Epoch 2014 | loss: 0.0311148 | val_loss: 0.0311369 | Time: 3589.37 ms
[2021-10-05 07:57:36 main:574] : INFO : Epoch 2015 | loss: 0.0311154 | val_loss: 0.031145 | Time: 3559.43 ms
[2021-10-05 07:57:40 main:574] : INFO : Epoch 2016 | loss: 0.0311217 | val_loss: 0.0311423 | Time: 3519.1 ms
[2021-10-05 07:57:43 main:574] : INFO : Epoch 2017 | loss: 0.0311241 | val_loss: 0.031137 | Time: 3576.22 ms
[2021-10-05 07:57:47 main:574] : INFO : Epoch 2018 | loss: 0.0311221 | val_loss: 0.0311417 | Time: 3553.73 ms
[2021-10-05 07:57:50 main:574] : INFO : Epoch 2019 | loss: 0.0311238 | val_loss: 0.0311378 | Time: 3566.57 ms
[2021-10-05 07:57:54 main:574] : INFO : Epoch 2020 | loss: 0.0311261 | val_loss: 0.0311421 | Time: 3592.03 ms
[2021-10-05 07:57:58 main:574] : INFO : Epoch 2021 | loss: 0.0311235 | val_loss: 0.0311352 | Time: 3526.1 ms
[2021-10-05 07:58:01 main:574] : INFO : Epoch 2022 | loss: 0.0311223 | val_loss: 0.0311472 | Time: 3552.69 ms
[2021-10-05 07:58:05 main:574] : INFO : Epoch 2023 | loss: 0.031123 | val_loss: 0.0311376 | Time: 3560.11 ms
[2021-10-05 07:58:08 main:574] : INFO : Epoch 2024 | loss: 0.0311182 | val_loss: 0.0311322 | Time: 3560.55 ms
[2021-10-05 07:58:12 main:574] : INFO : Epoch 2025 | loss: 0.0311157 | val_loss: 0.0311323 | Time: 3584.59 ms
[2021-10-05 07:58:15 main:574] : INFO : Epoch 2026 | loss: 0.0311172 | val_loss: 0.0311324 | Time: 3591.32 ms
[2021-10-05 07:58:19 main:574] : INFO : Epoch 2027 | loss: 0.0311142 | val_loss: 0.0311415 | Time: 3639.63 ms
[2021-10-05 07:58:23 main:574] : INFO : Epoch 2028 | loss: 0.0311122 | val_loss: 0.0311383 | Time: 3562.13 ms
[2021-10-05 07:58:26 main:574] : INFO : Epoch 2029 | loss: 0.0311153 | val_loss: 0.0311394 | Time: 3577.71 ms
[2021-10-05 07:58:30 main:574] : INFO : Epoch 2030 | loss: 0.0311165 | val_loss: 0.0311354 | Time: 3599.96 ms
[2021-10-05 07:58:33 main:574] : INFO : Epoch 2031 | loss: 0.0311137 | val_loss: 0.031141 | Time: 3545.19 ms
[2021-10-05 07:58:37 main:574] : INFO : Epoch 2032 | loss: 0.0311231 | val_loss: 0.0311382 | Time: 3556.83 ms
[2021-10-05 07:58:40 main:574] : INFO : Epoch 2033 | loss: 0.0311322 | val_loss: 0.0311388 | Time: 3539.8 ms
[2021-10-05 07:58:44 main:574] : INFO : Epoch 2034 | loss: 0.0311283 | val_loss: 0.0311406 | Time: 3570.8 ms
[2021-10-05 07:58:48 main:574] : INFO : Epoch 2035 | loss: 0.0311279 | val_loss: 0.0311418 | Time: 3573.18 ms
[2021-10-05 07:58:51 main:574] : INFO : Epoch 2036 | loss: 0.0311286 | val_loss: 0.0311391 | Time: 3601.63 ms
[2021-10-05 07:58:55 main:574] : INFO : Epoch 2037 | loss: 0.0311205 | val_loss: 0.0311335 | Time: 3554.65 ms
[2021-10-05 07:58:58 main:574] : INFO : Epoch 2038 | loss: 0.031118 | val_loss: 0.0311324 | Time: 3558.88 ms
[2021-10-05 07:59:02 main:574] : INFO : Epoch 2039 | loss: 0.0311172 | val_loss: 0.0311319 | Time: 3577.2 ms
[2021-10-05 07:59:05 main:574] : INFO : Epoch 2040 | loss: 0.031118 | val_loss: 0.0311365 | Time: 3566.04 ms
[2021-10-05 07:59:09 main:574] : INFO : Epoch 2041 | loss: 0.0311262 | val_loss: 0.0311449 | Time: 3563.04 ms
[2021-10-05 07:59:13 main:574] : INFO : Epoch 2042 | loss: 0.0311249 | val_loss: 0.0311383 | Time: 3585.6 ms
[2021-10-05 07:59:16 main:574] : INFO : Epoch 2043 | loss: 0.0311217 | val_loss: 0.0311403 | Time: 3609.9 ms
[2021-10-05 07:59:20 main:574] : INFO : Epoch 2044 | loss: 0.0311201 | val_loss: 0.0311398 | Time: 3551.51 ms
[2021-10-05 07:59:23 main:574] : INFO : Epoch 2045 | loss: 0.0311163 | val_loss: 0.0311349 | Time: 3576.13 ms
[2021-10-05 07:59:27 main:574] : INFO : Epoch 2046 | loss: 0.0311162 | val_loss: 0.0311335 | Time: 3579.26 ms
[2021-10-05 07:59:31 main:574] : INFO : Epoch 2047 | loss: 0.0311152 | val_loss: 0.0311421 | Time: 3626.35 ms
[2021-10-05 07:59:34 main:574] : INFO : Epoch 2048 | loss: 0.0311153 | val_loss: 0.031138 | Time: 3572.09 ms
[2021-10-05 07:59:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031138
[2021-10-05 07:59:34 main:603] : INFO : Saving end state to config to file
[2021-10-05 07:59:34 main:608] : INFO : Success, exiting..
07:59:34 (21096): 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)