Task 10407674
| Name | ParityModified-1639952248-26789-1-0_0 |
| Workunit | 7753370 |
| Created | 3 Jan 2022, 13:07:46 UTC |
| Sent | 20 Jan 2022, 18:22:43 UTC |
| Report deadline | 28 Jan 2022, 18:22:43 UTC |
| Received | 20 Jan 2022, 22:56:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 33 min 6 sec |
| CPU time | 4 hours 17 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 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: 0.031229 | val_loss: 0.0312339 | Time: 7069.27 ms
[2022-01-20 22:55:19 main:574] : INFO : Epoch 1543 | loss: 0.0312345 | val_loss: 0.0312357 | Time: 7232.06 ms
[2022-01-20 22:55:26 main:574] : INFO : Epoch 1544 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 7114.98 ms
[2022-01-20 22:55:33 main:574] : INFO : Epoch 1545 | loss: 0.0312329 | val_loss: 0.0312343 | Time: 7213.02 ms
[2022-01-20 22:55:40 main:574] : INFO : Epoch 1546 | loss: 0.0312485 | val_loss: 0.0314752 | Time: 7227.93 ms
[2022-01-20 22:55:48 main:574] : INFO : Epoch 1547 | loss: 0.0606977 | val_loss: 0.0387913 | Time: 7230.02 ms
[2022-01-20 22:55:55 main:574] : INFO : Epoch 1548 | loss: 0.0544546 | val_loss: 0.0350121 | Time: 7106.15 ms
[2022-01-20 22:56:02 main:574] : INFO : Epoch 1549 | loss: 0.0322341 | val_loss: 0.0317777 | Time: 7192.63 ms
[2022-01-20 22:56:09 main:574] : INFO : Epoch 1550 | loss: 0.0314549 | val_loss: 0.0313008 | Time: 7185.02 ms
[2022-01-20 22:56:16 main:574] : INFO : Epoch 1551 | loss: 0.0312977 | val_loss: 0.0312825 | Time: 7068.93 ms
[2022-01-20 22:56:24 main:574] : INFO : Epoch 1552 | loss: 0.0312697 | val_loss: 0.0312636 | Time: 7249.71 ms
[2022-01-20 22:56:31 main:574] : INFO : Epoch 1553 | loss: 0.0312601 | val_loss: 0.0312595 | Time: 7307.34 ms
[2022-01-20 22:56:38 main:574] : INFO : Epoch 1554 | loss: 0.0312569 | val_loss: 0.0312563 | Time: 7117.2 ms
[2022-01-20 22:56:45 main:574] : INFO : Epoch 1555 | loss: 0.0312548 | val_loss: 0.0312548 | Time: 7049.95 ms
[2022-01-20 22:56:53 main:574] : INFO : Epoch 1556 | loss: 0.0312537 | val_loss: 0.0312539 | Time: 7170.54 ms
[2022-01-20 22:57:00 main:574] : INFO : Epoch 1557 | loss: 0.0312527 | val_loss: 0.0312528 | Time: 7128.11 ms
[2022-01-20 22:57:07 main:574] : INFO : Epoch 1558 | loss: 0.0312518 | val_loss: 0.031252 | Time: 7143.5 ms
[2022-01-20 22:57:14 main:574] : INFO : Epoch 1559 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 7256.69 ms
[2022-01-20 22:57:22 main:574] : INFO : Epoch 1560 | loss: 0.0312508 | val_loss: 0.031251 | Time: 7212.96 ms
[2022-01-20 22:57:29 main:574] : INFO : Epoch 1561 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 7132.2 ms
[2022-01-20 22:57:36 main:574] : INFO : Epoch 1562 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 7173.7 ms
[2022-01-20 22:57:43 main:574] : INFO : Epoch 1563 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 7150.15 ms
[2022-01-20 22:57:50 main:574] : INFO : Epoch 1564 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 7044.96 ms
[2022-01-20 22:57:58 main:574] : INFO : Epoch 1565 | loss: 0.0312484 | val_loss: 0.031249 | Time: 7114.58 ms
[2022-01-20 22:58:05 main:574] : INFO : Epoch 1566 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 7121.38 ms
[2022-01-20 22:58:12 main:574] : INFO : Epoch 1567 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 7154.9 ms
[2022-01-20 22:58:19 main:574] : INFO : Epoch 1568 | loss: 0.0312474 | val_loss: 0.031248 | Time: 7290.84 ms
[2022-01-20 22:58:27 main:574] : INFO : Epoch 1569 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 7235.13 ms
[2022-01-20 22:58:34 main:574] : INFO : Epoch 1570 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 7151.94 ms
[2022-01-20 22:58:41 main:574] : INFO : Epoch 1571 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 7171.93 ms
[2022-01-20 22:58:48 main:574] : INFO : Epoch 1572 | loss: 0.031247 | val_loss: 0.0312484 | Time: 7139.94 ms
[2022-01-20 22:58:56 main:574] : INFO : Epoch 1573 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 7289.4 ms
[2022-01-20 22:59:03 main:574] : INFO : Epoch 1574 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 7070.29 ms
[2022-01-20 22:59:11 main:574] : INFO : Epoch 1575 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 7762.4 ms
[2022-01-20 22:59:18 main:574] : INFO : Epoch 1576 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 7081.49 ms
[2022-01-20 22:59:25 main:574] : INFO : Epoch 1577 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 7167.66 ms
[2022-01-20 22:59:32 main:574] : INFO : Epoch 1578 | loss: 0.0312456 | val_loss: 0.031246 | Time: 7083.75 ms
[2022-01-20 22:59:39 main:574] : INFO : Epoch 1579 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 7148 ms
[2022-01-20 22:59:46 main:574] : INFO : Epoch 1580 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 7070.92 ms
[2022-01-20 22:59:54 main:574] : INFO : Epoch 1581 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 7213.6 ms
[2022-01-20 23:00:01 main:574] : INFO : Epoch 1582 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 7124.62 ms
[2022-01-20 23:00:08 main:574] : INFO : Epoch 1583 | loss: 0.0312445 | val_loss: 0.0312452 | Time: 7244.6 ms
[2022-01-20 23:00:15 main:574] : INFO : Epoch 1584 | loss: 0.0312444 | val_loss: 0.031245 | Time: 7180.9 ms
[2022-01-20 23:00:22 main:574] : INFO : Epoch 1585 | loss: 0.0312442 | val_loss: 0.031245 | Time: 7050.65 ms
[2022-01-20 23:00:30 main:574] : INFO : Epoch 1586 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 7062.55 ms
[2022-01-20 23:00:37 main:574] : INFO : Epoch 1587 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 7112.04 ms
[2022-01-20 23:00:44 main:574] : INFO : Epoch 1588 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 7166.64 ms
[2022-01-20 23:00:51 main:574] : INFO : Epoch 1589 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 7132.81 ms
[2022-01-20 23:00:58 main:574] : INFO : Epoch 1590 | loss: 0.0312432 | val_loss: 0.0312441 | Time: 7013.68 ms
[2022-01-20 23:01:05 main:574] : INFO : Epoch 1591 | loss: 0.031243 | val_loss: 0.0312441 | Time: 7109.45 ms
[2022-01-20 23:01:12 main:574] : INFO : Epoch 1592 | loss: 0.0312432 | val_loss: 0.031244 | Time: 7065.86 ms
[2022-01-20 23:01:20 main:574] : INFO : Epoch 1593 | loss: 0.031243 | val_loss: 0.0312438 | Time: 7243.61 ms
[2022-01-20 23:01:27 main:574] : INFO : Epoch 1594 | loss: 0.0312426 | val_loss: 0.0312436 | Time: 7197.12 ms
[2022-01-20 23:01:34 main:574] : INFO : Epoch 1595 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 7130.78 ms
[2022-01-20 23:01:41 main:574] : INFO : Epoch 1596 | loss: 0.0312432 | val_loss: 0.0312436 | Time: 7094.22 ms
[2022-01-20 23:01:48 main:574] : INFO : Epoch 1597 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 7117.38 ms
[2022-01-20 23:01:56 main:574] : INFO : Epoch 1598 | loss: 0.031242 | val_loss: 0.031243 | Time: 7202.27 ms
[2022-01-20 23:02:03 main:574] : INFO : Epoch 1599 | loss: 0.031242 | val_loss: 0.0312431 | Time: 7448.1 ms
[2022-01-20 23:02:10 main:574] : INFO : Epoch 1600 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 7169.06 ms
[2022-01-20 23:02:18 main:574] : INFO : Epoch 1601 | loss: 0.0312416 | val_loss: 0.031243 | Time: 7118.68 ms
[2022-01-20 23:02:25 main:574] : INFO : Epoch 1602 | loss: 0.0312415 | val_loss: 0.0312425 | Time: 7159.12 ms
[2022-01-20 23:02:32 main:574] : INFO : Epoch 1603 | loss: 0.0312413 | val_loss: 0.0312431 | Time: 7061.68 ms
[2022-01-20 23:02:39 main:574] : INFO : Epoch 1604 | loss: 0.0312412 | val_loss: 0.0312421 | Time: 7147.83 ms
[2022-01-20 23:02:46 main:574] : INFO : Epoch 1605 | loss: 0.0312411 | val_loss: 0.0312423 | Time: 7194.47 ms
[2022-01-20 23:02:54 main:574] : INFO : Epoch 1606 | loss: 0.0312407 | val_loss: 0.0312419 | Time: 7232.3 ms
[2022-01-20 23:03:01 main:574] : INFO : Epoch 1607 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 7145.66 ms
[2022-01-20 23:03:08 main:574] : INFO : Epoch 1608 | loss: 0.0312404 | val_loss: 0.0312416 | Time: 7467.38 ms
[2022-01-20 23:03:16 main:574] : INFO : Epoch 1609 | loss: 0.0312403 | val_loss: 0.0312415 | Time: 7185.66 ms
[2022-01-20 23:03:23 main:574] : INFO : Epoch 1610 | loss: 0.03124 | val_loss: 0.0312416 | Time: 7098.34 ms
[2022-01-20 23:03:30 main:574] : INFO : Epoch 1611 | loss: 0.0312399 | val_loss: 0.0312412 | Time: 7105.82 ms
[2022-01-20 23:03:37 main:574] : INFO : Epoch 1612 | loss: 0.0312399 | val_loss: 0.0312414 | Time: 7191.44 ms
[2022-01-20 23:03:44 main:574] : INFO : Epoch 1613 | loss: 0.0312396 | val_loss: 0.0312408 | Time: 7123.31 ms
[2022-01-20 23:03:52 main:574] : INFO : Epoch 1614 | loss: 0.0312396 | val_loss: 0.0312406 | Time: 7201.73 ms
[2022-01-20 23:03:59 main:574] : INFO : Epoch 1615 | loss: 0.0312395 | val_loss: 0.0312409 | Time: 7228.23 ms
[2022-01-20 23:04:06 main:574] : INFO : Epoch 1616 | loss: 0.0312392 | val_loss: 0.0312403 | Time: 7195.2 ms
[2022-01-20 23:04:13 main:574] : INFO : Epoch 1617 | loss: 0.0312392 | val_loss: 0.0312412 | Time: 7197.56 ms
[2022-01-20 23:04:21 main:574] : INFO : Epoch 1618 | loss: 0.0312394 | val_loss: 0.0312404 | Time: 7133.57 ms
[2022-01-20 23:04:28 main:574] : INFO : Epoch 1619 | loss: 0.0312386 | val_loss: 0.0312398 | Time: 7080.13 ms
[2022-01-20 23:04:35 main:574] : INFO : Epoch 1620 | loss: 0.0312384 | val_loss: 0.0312401 | Time: 7307.2 ms
[2022-01-20 23:04:42 main:574] : INFO : Epoch 1621 | loss: 0.0312382 | val_loss: 0.0312394 | Time: 7136.39 ms
[2022-01-20 23:04:50 main:574] : INFO : Epoch 1622 | loss: 0.0312378 | val_loss: 0.0312392 | Time: 7085.41 ms
[2022-01-20 23:04:57 main:574] : INFO : Epoch 1623 | loss: 0.0312375 | val_loss: 0.0312393 | Time: 7180.73 ms
[2022-01-20 23:05:04 main:574] : INFO : Epoch 1624 | loss: 0.0312375 | val_loss: 0.0312387 | Time: 7107.78 ms
[2022-01-20 23:05:11 main:574] : INFO : Epoch 1625 | loss: 0.0312374 | val_loss: 0.0312387 | Time: 7281.98 ms
[2022-01-20 23:05:19 main:574] : INFO : Epoch 1626 | loss: 0.0312374 | val_loss: 0.0312386 | Time: 7970.09 ms
[2022-01-20 23:05:27 main:574] : INFO : Epoch 1627 | loss: 0.031237 | val_loss: 0.0312383 | Time: 7258.55 ms
[2022-01-20 23:05:34 main:574] : INFO : Epoch 1628 | loss: 0.0312365 | val_loss: 0.0312386 | Time: 7169.54 ms
[2022-01-20 23:05:41 main:574] : INFO : Epoch 1629 | loss: 0.0312363 | val_loss: 0.0312381 | Time: 7222.69 ms
[2022-01-20 23:05:48 main:574] : INFO : Epoch 1630 | loss: 0.0312362 | val_loss: 0.0312377 | Time: 7153.54 ms
[2022-01-20 23:05:56 main:574] : INFO : Epoch 1631 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 7066.72 ms
[2022-01-20 23:06:03 main:574] : INFO : Epoch 1632 | loss: 0.0312357 | val_loss: 0.0312371 | Time: 7169.83 ms
[2022-01-20 23:06:10 main:574] : INFO : Epoch 1633 | loss: 0.0312354 | val_loss: 0.0312369 | Time: 7222.87 ms
[2022-01-20 23:06:17 main:574] : INFO : Epoch 1634 | loss: 0.0312351 | val_loss: 0.0312368 | Time: 7117.88 ms
[2022-01-20 23:06:24 main:574] : INFO : Epoch 1635 | loss: 0.0312349 | val_loss: 0.031237 | Time: 7034.66 ms
[2022-01-20 23:06:32 main:574] : INFO : Epoch 1636 | loss: 0.031235 | val_loss: 0.0312365 | Time: 7154.07 ms
[2022-01-20 23:06:39 main:574] : INFO : Epoch 1637 | loss: 0.0312346 | val_loss: 0.0312362 | Time: 7150.38 ms
[2022-01-20 23:06:46 main:574] : INFO : Epoch 1638 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 7000.26 ms
[2022-01-20 23:06:53 main:574] : INFO : Epoch 1639 | loss: 0.0312341 | val_loss: 0.0312358 | Time: 7168.76 ms
[2022-01-20 23:07:00 main:574] : INFO : Epoch 1640 | loss: 0.031234 | val_loss: 0.031236 | Time: 7117.85 ms
[2022-01-20 23:07:07 main:574] : INFO : Epoch 1641 | loss: 0.0312337 | val_loss: 0.0312358 | Time: 7248.21 ms
[2022-01-20 23:07:15 main:574] : INFO : Epoch 1642 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 7031.69 ms
[2022-01-20 23:07:22 main:574] : INFO : Epoch 1643 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 7153.23 ms
[2022-01-20 23:07:29 main:574] : INFO : Epoch 1644 | loss: 0.0312334 | val_loss: 0.0312351 | Time: 7057.41 ms
[2022-01-20 23:07:36 main:574] : INFO : Epoch 1645 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 7034.76 ms
[2022-01-20 23:07:43 main:574] : INFO : Epoch 1646 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 7121.7 ms
[2022-01-20 23:07:50 main:574] : INFO : Epoch 1647 | loss: 0.0312332 | val_loss: 0.0312356 | Time: 7017.06 ms
[2022-01-20 23:07:57 main:574] : INFO : Epoch 1648 | loss: 0.0312332 | val_loss: 0.0312345 | Time: 7083.41 ms
[2022-01-20 23:08:05 main:574] : INFO : Epoch 1649 | loss: 0.0312325 | val_loss: 0.0312347 | Time: 7118.49 ms
[2022-01-20 23:08:12 main:574] : INFO : Epoch 1650 | loss: 0.0312333 | val_loss: 0.0312358 | Time: 7114.56 ms
[2022-01-20 23:08:19 main:574] : INFO : Epoch 1651 | loss: 0.0312329 | val_loss: 0.0312343 | Time: 7067.91 ms
[2022-01-20 23:08:26 main:574] : INFO : Epoch 1652 | loss: 0.0312321 | val_loss: 0.0312341 | Time: 7080.61 ms
[2022-01-20 23:08:33 main:574] : INFO : Epoch 1653 | loss: 0.0312321 | val_loss: 0.0312342 | Time: 7193.72 ms
[2022-01-20 23:08:40 main:574] : INFO : Epoch 1654 | loss: 0.0312321 | val_loss: 0.031234 | Time: 7135.49 ms
[2022-01-20 23:08:47 main:574] : INFO : Epoch 1655 | loss: 0.0312315 | val_loss: 0.0312341 | Time: 6936.89 ms
[2022-01-20 23:08:55 main:574] : INFO : Epoch 1656 | loss: 0.0312318 | val_loss: 0.0312335 | Time: 7273.08 ms
[2022-01-20 23:09:02 main:574] : INFO : Epoch 1657 | loss: 0.0312316 | val_loss: 0.0312334 | Time: 7151.95 ms
[2022-01-20 23:09:09 main:574] : INFO : Epoch 1658 | loss: 0.0312318 | val_loss: 0.0312358 | Time: 7010.52 ms
[2022-01-20 23:09:16 main:574] : INFO : Epoch 1659 | loss: 0.0312314 | val_loss: 0.0312333 | Time: 7082.98 ms
[2022-01-20 23:09:23 main:574] : INFO : Epoch 1660 | loss: 0.0312312 | val_loss: 0.0312335 | Time: 7185.42 ms
[2022-01-20 23:09:30 main:574] : INFO : Epoch 1661 | loss: 0.0312307 | val_loss: 0.0312329 | Time: 7001.69 ms
[2022-01-20 23:09:38 main:574] : INFO : Epoch 1662 | loss: 0.0312308 | val_loss: 0.0312328 | Time: 7042.47 ms
[2022-01-20 23:09:45 main:574] : INFO : Epoch 1663 | loss: 0.0312313 | val_loss: 0.0312338 | Time: 7074.86 ms
[2022-01-20 23:09:52 main:574] : INFO : Epoch 1664 | loss: 0.0312321 | val_loss: 0.0312345 | Time: 7066.1 ms
[2022-01-20 23:09:59 main:574] : INFO : Epoch 1665 | loss: 0.0312311 | val_loss: 0.0312325 | Time: 7073.3 ms
[2022-01-20 23:10:06 main:574] : INFO : Epoch 1666 | loss: 0.0312305 | val_loss: 0.0312327 | Time: 7123.09 ms
[2022-01-20 23:10:13 main:574] : INFO : Epoch 1667 | loss: 0.0312302 | val_loss: 0.0312324 | Time: 7064.63 ms
[2022-01-20 23:10:20 main:574] : INFO : Epoch 1668 | loss: 0.0312305 | val_loss: 0.0312335 | Time: 7140.46 ms
[2022-01-20 23:10:27 main:574] : INFO : Epoch 1669 | loss: 0.0312304 | val_loss: 0.031232 | Time: 7013.67 ms
[2022-01-20 23:10:35 main:574] : INFO : Epoch 1670 | loss: 0.03123 | val_loss: 0.0312323 | Time: 7113.67 ms
[2022-01-20 23:10:42 main:574] : INFO : Epoch 1671 | loss: 0.0312299 | val_loss: 0.0312319 | Time: 7232.6 ms
[2022-01-20 23:10:49 main:574] : INFO : Epoch 1672 | loss: 0.03123 | val_loss: 0.0312324 | Time: 7171.02 ms
[2022-01-20 23:10:56 main:574] : INFO : Epoch 1673 | loss: 0.0312312 | val_loss: 0.0312319 | Time: 7045.75 ms
[2022-01-20 23:11:04 main:574] : INFO : Epoch 1674 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 7194.81 ms
[2022-01-20 23:11:11 main:574] : INFO : Epoch 1675 | loss: 0.0312294 | val_loss: 0.0312318 | Time: 6988.46 ms
[2022-01-20 23:11:18 main:574] : INFO : Epoch 1676 | loss: 0.0312295 | val_loss: 0.0312318 | Time: 7298.1 ms
[2022-01-20 23:11:25 main:574] : INFO : Epoch 1677 | loss: 0.0312294 | val_loss: 0.0312328 | Time: 7191.64 ms
[2022-01-20 23:11:32 main:574] : INFO : Epoch 1678 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 7075.76 ms
[2022-01-20 23:11:39 main:574] : INFO : Epoch 1679 | loss: 0.031229 | val_loss: 0.031231 | Time: 7080.69 ms
[2022-01-20 23:11:47 main:574] : INFO : Epoch 1680 | loss: 0.0312292 | val_loss: 0.0312309 | Time: 7131.71 ms
[2022-01-20 23:11:54 main:574] : INFO : Epoch 1681 | loss: 0.0312291 | val_loss: 0.0312311 | Time: 7095.31 ms
[2022-01-20 23:12:01 main:574] : INFO : Epoch 1682 | loss: 0.0312289 | val_loss: 0.0312308 | Time: 7106.45 ms
[2022-01-20 23:12:08 main:574] : INFO : Epoch 1683 | loss: 0.0312287 | val_loss: 0.0312306 | Time: 7147.57 ms
[2022-01-20 23:12:16 main:574] : INFO : Epoch 1684 | loss: 0.0312284 | val_loss: 0.0312307 | Time: 7101.18 ms
[2022-01-20 23:12:23 main:574] : INFO : Epoch 1685 | loss: 0.0312283 | val_loss: 0.0312305 | Time: 7089.76 ms
[2022-01-20 23:12:30 main:574] : INFO : Epoch 1686 | loss: 0.0312287 | val_loss: 0.0312305 | Time: 7074.3 ms
[2022-01-20 23:12:37 main:574] : INFO : Epoch 1687 | loss: 0.0312284 | val_loss: 0.0312306 | Time: 7309.04 ms
[2022-01-20 23:12:44 main:574] : INFO : Epoch 1688 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 7054.34 ms
[2022-01-20 23:12:52 main:574] : INFO : Epoch 1689 | loss: 0.0312279 | val_loss: 0.0312302 | Time: 7088.3 ms
[2022-01-20 23:12:59 main:574] : INFO : Epoch 1690 | loss: 0.0312278 | val_loss: 0.0312298 | Time: 7082.33 ms
[2022-01-20 23:13:06 main:574] : INFO : Epoch 1691 | loss: 0.0312279 | val_loss: 0.0312327 | Time: 7088.09 ms
[2022-01-20 23:13:13 main:574] : INFO : Epoch 1692 | loss: 0.0312296 | val_loss: 0.03123 | Time: 7080.31 ms
[2022-01-20 23:13:20 main:574] : INFO : Epoch 1693 | loss: 0.0312281 | val_loss: 0.0312302 | Time: 7109.97 ms
[2022-01-20 23:13:27 main:574] : INFO : Epoch 1694 | loss: 0.0312285 | val_loss: 0.0312298 | Time: 7059.75 ms
[2022-01-20 23:13:34 main:574] : INFO : Epoch 1695 | loss: 0.0312279 | val_loss: 0.0312295 | Time: 7123.46 ms
[2022-01-20 23:13:42 main:574] : INFO : Epoch 1696 | loss: 0.0312281 | val_loss: 0.0312297 | Time: 7087.32 ms
[2022-01-20 23:13:49 main:574] : INFO : Epoch 1697 | loss: 0.0312281 | val_loss: 0.0312293 | Time: 7087.42 ms
[2022-01-20 23:13:56 main:574] : INFO : Epoch 1698 | loss: 0.0312273 | val_loss: 0.0312292 | Time: 7056.38 ms
[2022-01-20 23:14:03 main:574] : INFO : Epoch 1699 | loss: 0.0312271 | val_loss: 0.0312298 | Time: 7114.35 ms
[2022-01-20 23:14:10 main:574] : INFO : Epoch 1700 | loss: 0.0312271 | val_loss: 0.0312289 | Time: 7065.87 ms
[2022-01-20 23:14:17 main:574] : INFO : Epoch 1701 | loss: 0.031228 | val_loss: 0.0312312 | Time: 7022.43 ms
[2022-01-20 23:14:24 main:574] : INFO : Epoch 1702 | loss: 0.0312284 | val_loss: 0.031229 | Time: 7168.87 ms
[2022-01-20 23:14:32 main:574] : INFO : Epoch 1703 | loss: 0.0312279 | val_loss: 0.0312306 | Time: 7279.88 ms
[2022-01-20 23:14:39 main:574] : INFO : Epoch 1704 | loss: 0.0312279 | val_loss: 0.0312313 | Time: 6984.96 ms
[2022-01-20 23:14:46 main:574] : INFO : Epoch 1705 | loss: 0.031227 | val_loss: 0.0312282 | Time: 7173.34 ms
[2022-01-20 23:14:53 main:574] : INFO : Epoch 1706 | loss: 0.0312265 | val_loss: 0.0312284 | Time: 7102.77 ms
[2022-01-20 23:15:00 main:574] : INFO : Epoch 1707 | loss: 0.0312263 | val_loss: 0.0312281 | Time: 7115.85 ms
[2022-01-20 23:15:08 main:574] : INFO : Epoch 1708 | loss: 0.0312262 | val_loss: 0.0312283 | Time: 7233.26 ms
[2022-01-20 23:15:15 main:574] : INFO : Epoch 1709 | loss: 0.0312286 | val_loss: 0.0312312 | Time: 7078.39 ms
[2022-01-20 23:15:22 main:574] : INFO : Epoch 1710 | loss: 0.0312277 | val_loss: 0.0312293 | Time: 7102.83 ms
[2022-01-20 23:15:29 main:574] : INFO : Epoch 1711 | loss: 0.0312261 | val_loss: 0.0312288 | Time: 6939.67 ms
[2022-01-20 23:15:36 main:574] : INFO : Epoch 1712 | loss: 0.0312274 | val_loss: 0.0312283 | Time: 7145.57 ms
[2022-01-20 23:15:43 main:574] : INFO : Epoch 1713 | loss: 0.0312264 | val_loss: 0.031229 | Time: 7052.08 ms
[2022-01-20 23:15:50 main:574] : INFO : Epoch 1714 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 7062.91 ms
[2022-01-20 23:15:58 main:574] : INFO : Epoch 1715 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 7059.73 ms
[2022-01-20 23:16:05 main:574] : INFO : Epoch 1716 | loss: 0.0312256 | val_loss: 0.0312271 | Time: 7075.6 ms
[2022-01-20 23:16:12 main:574] : INFO : Epoch 1717 | loss: 0.0312251 | val_loss: 0.0312267 | Time: 7057.58 ms
[2022-01-20 23:16:19 main:574] : INFO : Epoch 1718 | loss: 0.0312251 | val_loss: 0.0312269 | Time: 7101.07 ms
[2022-01-20 23:16:26 main:574] : INFO : Epoch 1719 | loss: 0.031225 | val_loss: 0.031227 | Time: 7200.58 ms
[2022-01-20 23:16:33 main:574] : INFO : Epoch 1720 | loss: 0.0312258 | val_loss: 0.0312272 | Time: 7132.95 ms
[2022-01-20 23:16:40 main:574] : INFO : Epoch 1721 | loss: 0.0312249 | val_loss: 0.0312298 | Time: 7038.6 ms
[2022-01-20 23:16:48 main:574] : INFO : Epoch 1722 | loss: 0.0312272 | val_loss: 0.0312265 | Time: 7045.66 ms
[2022-01-20 23:16:55 main:574] : INFO : Epoch 1723 | loss: 0.0312247 | val_loss: 0.0312258 | Time: 7044.9 ms
[2022-01-20 23:17:02 main:574] : INFO : Epoch 1724 | loss: 0.0312243 | val_loss: 0.0312257 | Time: 7138.12 ms
[2022-01-20 23:17:09 main:574] : INFO : Epoch 1725 | loss: 0.031227 | val_loss: 0.0312311 | Time: 7133.3 ms
[2022-01-20 23:17:16 main:574] : INFO : Epoch 1726 | loss: 0.0312253 | val_loss: 0.0312258 | Time: 7108.77 ms
[2022-01-20 23:17:23 main:574] : INFO : Epoch 1727 | loss: 0.0312239 | val_loss: 0.0312252 | Time: 7073.87 ms
[2022-01-20 23:17:31 main:574] : INFO : Epoch 1728 | loss: 0.031224 | val_loss: 0.0312257 | Time: 7116.03 ms
[2022-01-20 23:17:38 main:574] : INFO : Epoch 1729 | loss: 0.0312238 | val_loss: 0.031225 | Time: 7229.44 ms
[2022-01-20 23:17:45 main:574] : INFO : Epoch 1730 | loss: 0.0312235 | val_loss: 0.0312249 | Time: 7061.09 ms
[2022-01-20 23:17:52 main:574] : INFO : Epoch 1731 | loss: 0.0312233 | val_loss: 0.0312274 | Time: 7174.42 ms
[2022-01-20 23:17:59 main:574] : INFO : Epoch 1732 | loss: 0.0312242 | val_loss: 0.0312294 | Time: 7148.28 ms
[2022-01-20 23:18:07 main:574] : INFO : Epoch 1733 | loss: 0.0312247 | val_loss: 0.0312255 | Time: 7122.32 ms
[2022-01-20 23:18:14 main:574] : INFO : Epoch 1734 | loss: 0.0312245 | val_loss: 0.0312272 | Time: 7024.61 ms
[2022-01-20 23:18:21 main:574] : INFO : Epoch 1735 | loss: 0.0312265 | val_loss: 0.0312284 | Time: 6986.87 ms
[2022-01-20 23:18:28 main:574] : INFO : Epoch 1736 | loss: 0.0312233 | val_loss: 0.0312243 | Time: 7076.79 ms
[2022-01-20 23:18:35 main:574] : INFO : Epoch 1737 | loss: 0.0312223 | val_loss: 0.0312244 | Time: 7159.22 ms
[2022-01-20 23:18:42 main:574] : INFO : Epoch 1738 | loss: 0.0312252 | val_loss: 0.0312285 | Time: 7103.2 ms
[2022-01-20 23:18:50 main:574] : INFO : Epoch 1739 | loss: 0.0312241 | val_loss: 0.0312282 | Time: 7471.75 ms
[2022-01-20 23:18:57 main:574] : INFO : Epoch 1740 | loss: 0.0312225 | val_loss: 0.0312235 | Time: 7177.71 ms
[2022-01-20 23:19:04 main:574] : INFO : Epoch 1741 | loss: 0.0312233 | val_loss: 0.0312233 | Time: 6996.79 ms
[2022-01-20 23:19:11 main:574] : INFO : Epoch 1742 | loss: 0.031223 | val_loss: 0.0312285 | Time: 7074.87 ms
[2022-01-20 23:19:18 main:574] : INFO : Epoch 1743 | loss: 0.0312229 | val_loss: 0.0312238 | Time: 7139.26 ms
[2022-01-20 23:19:26 main:574] : INFO : Epoch 1744 | loss: 0.0312213 | val_loss: 0.0312229 | Time: 7174.05 ms
[2022-01-20 23:19:33 main:574] : INFO : Epoch 1745 | loss: 0.0312219 | val_loss: 0.0312238 | Time: 7132.86 ms
[2022-01-20 23:19:40 main:574] : INFO : Epoch 1746 | loss: 0.0312223 | val_loss: 0.0312268 | Time: 7135.97 ms
[2022-01-20 23:19:47 main:574] : INFO : Epoch 1747 | loss: 0.0312226 | val_loss: 0.0312258 | Time: 7002.55 ms
[2022-01-20 23:19:54 main:574] : INFO : Epoch 1748 | loss: 0.031223 | val_loss: 0.0312231 | Time: 7009.72 ms
[2022-01-20 23:20:01 main:574] : INFO : Epoch 1749 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 7035.92 ms
[2022-01-20 23:20:08 main:574] : INFO : Epoch 1750 | loss: 0.0312229 | val_loss: 0.031223 | Time: 7074.29 ms
[2022-01-20 23:20:15 main:574] : INFO : Epoch 1751 | loss: 0.0312222 | val_loss: 0.0312235 | Time: 7134.5 ms
[2022-01-20 23:20:23 main:574] : INFO : Epoch 1752 | loss: 0.031223 | val_loss: 0.0312229 | Time: 7258.47 ms
[2022-01-20 23:20:30 main:574] : INFO : Epoch 1753 | loss: 0.0312215 | val_loss: 0.0312216 | Time: 7114.99 ms
[2022-01-20 23:20:37 main:574] : INFO : Epoch 1754 | loss: 0.0312225 | val_loss: 0.031223 | Time: 7083.1 ms
[2022-01-20 23:20:45 main:574] : INFO : Epoch 1755 | loss: 0.0312222 | val_loss: 0.0312216 | Time: 7791.49 ms
[2022-01-20 23:20:52 main:574] : INFO : Epoch 1756 | loss: 0.0312231 | val_loss: 0.0312212 | Time: 7152.01 ms
[2022-01-20 23:20:59 main:574] : INFO : Epoch 1757 | loss: 0.0312206 | val_loss: 0.0312232 | Time: 7116.31 ms
[2022-01-20 23:21:07 main:574] : INFO : Epoch 1758 | loss: 0.0312201 | val_loss: 0.0312208 | Time: 7120.04 ms
[2022-01-20 23:21:14 main:574] : INFO : Epoch 1759 | loss: 0.0312209 | val_loss: 0.0312209 | Time: 7199.07 ms
[2022-01-20 23:21:21 main:574] : INFO : Epoch 1760 | loss: 0.0312233 | val_loss: 0.0312204 | Time: 7138.35 ms
[2022-01-20 23:21:28 main:574] : INFO : Epoch 1761 | loss: 0.031223 | val_loss: 0.0312206 | Time: 7084.17 ms
[2022-01-20 23:21:35 main:574] : INFO : Epoch 1762 | loss: 0.0312198 | val_loss: 0.0312217 | Time: 7121.83 ms
[2022-01-20 23:21:42 main:574] : INFO : Epoch 1763 | loss: 0.0312191 | val_loss: 0.0312235 | Time: 7074.15 ms
[2022-01-20 23:21:50 main:574] : INFO : Epoch 1764 | loss: 0.0312194 | val_loss: 0.03122 | Time: 7094.62 ms
[2022-01-20 23:21:57 main:574] : INFO : Epoch 1765 | loss: 0.031219 | val_loss: 0.0312244 | Time: 7087.37 ms
[2022-01-20 23:22:04 main:574] : INFO : Epoch 1766 | loss: 0.0312209 | val_loss: 0.0312201 | Time: 7065.21 ms
[2022-01-20 23:22:11 main:574] : INFO : Epoch 1767 | loss: 0.0312189 | val_loss: 0.0312189 | Time: 7104.03 ms
[2022-01-20 23:22:18 main:574] : INFO : Epoch 1768 | loss: 0.0312204 | val_loss: 0.0312215 | Time: 7006.9 ms
[2022-01-20 23:22:25 main:574] : INFO : Epoch 1769 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 7065.56 ms
[2022-01-20 23:22:32 main:574] : INFO : Epoch 1770 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 7169.75 ms
[2022-01-20 23:22:40 main:574] : INFO : Epoch 1771 | loss: 0.0312195 | val_loss: 0.0312187 | Time: 7130.94 ms
[2022-01-20 23:22:47 main:574] : INFO : Epoch 1772 | loss: 0.0312201 | val_loss: 0.031225 | Time: 7064.31 ms
[2022-01-20 23:22:54 main:574] : INFO : Epoch 1773 | loss: 0.0312208 | val_loss: 0.0312191 | Time: 7094.52 ms
[2022-01-20 23:23:01 main:574] : INFO : Epoch 1774 | loss: 0.0312189 | val_loss: 0.0312185 | Time: 7067.83 ms
[2022-01-20 23:23:08 main:574] : INFO : Epoch 1775 | loss: 0.0312186 | val_loss: 0.0312192 | Time: 7168.08 ms
[2022-01-20 23:23:16 main:574] : INFO : Epoch 1776 | loss: 0.031218 | val_loss: 0.0312184 | Time: 7287.53 ms
[2022-01-20 23:23:23 main:574] : INFO : Epoch 1777 | loss: 0.0312177 | val_loss: 0.031219 | Time: 7048.87 ms
[2022-01-20 23:23:30 main:574] : INFO : Epoch 1778 | loss: 0.0312178 | val_loss: 0.031219 | Time: 7105.77 ms
[2022-01-20 23:23:37 main:574] : INFO : Epoch 1779 | loss: 0.0312173 | val_loss: 0.0312182 | Time: 7020.89 ms
[2022-01-20 23:23:44 main:574] : INFO : Epoch 1780 | loss: 0.0312186 | val_loss: 0.0312182 | Time: 7026.78 ms
[2022-01-20 23:23:51 main:574] : INFO : Epoch 1781 | loss: 0.0312169 | val_loss: 0.0312183 | Time: 7071.73 ms
[2022-01-20 23:23:58 main:574] : INFO : Epoch 1782 | loss: 0.0312169 | val_loss: 0.0312175 | Time: 7023.89 ms
[2022-01-20 23:24:06 main:574] : INFO : Epoch 1783 | loss: 0.0312184 | val_loss: 0.0312228 | Time: 7222.17 ms
[2022-01-20 23:24:13 main:574] : INFO : Epoch 1784 | loss: 0.0312187 | val_loss: 0.0312174 | Time: 7091.21 ms
[2022-01-20 23:24:20 main:574] : INFO : Epoch 1785 | loss: 0.0312179 | val_loss: 0.0312193 | Time: 7154.83 ms
[2022-01-20 23:24:27 main:574] : INFO : Epoch 1786 | loss: 0.0312166 | val_loss: 0.0312193 | Time: 7058.43 ms
[2022-01-20 23:24:34 main:574] : INFO : Epoch 1787 | loss: 0.0312169 | val_loss: 0.0312174 | Time: 7160.5 ms
[2022-01-20 23:24:41 main:574] : INFO : Epoch 1788 | loss: 0.0312167 | val_loss: 0.0312195 | Time: 7056.43 ms
[2022-01-20 23:24:49 main:574] : INFO : Epoch 1789 | loss: 0.0312167 | val_loss: 0.0312216 | Time: 7108.75 ms
[2022-01-20 23:24:56 main:574] : INFO : Epoch 1790 | loss: 0.0312171 | val_loss: 0.0312179 | Time: 7039.51 ms
[2022-01-20 23:25:03 main:574] : INFO : Epoch 1791 | loss: 0.0312178 | val_loss: 0.0312166 | Time: 7270.51 ms
[2022-01-20 23:25:10 main:574] : INFO : Epoch 1792 | loss: 0.0312164 | val_loss: 0.0312188 | Time: 7134.61 ms
[2022-01-20 23:25:17 main:574] : INFO : Epoch 1793 | loss: 0.0312179 | val_loss: 0.0312193 | Time: 7182.82 ms
[2022-01-20 23:25:25 main:574] : INFO : Epoch 1794 | loss: 0.0312156 | val_loss: 0.0312164 | Time: 7033.17 ms
[2022-01-20 23:25:32 main:574] : INFO : Epoch 1795 | loss: 0.0312149 | val_loss: 0.0312167 | Time: 7213.82 ms
[2022-01-20 23:25:39 main:574] : INFO : Epoch 1796 | loss: 0.031216 | val_loss: 0.0312169 | Time: 7106.1 ms
[2022-01-20 23:25:46 main:574] : INFO : Epoch 1797 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 7092.8 ms
[2022-01-20 23:25:53 main:574] : INFO : Epoch 1798 | loss: 0.0312166 | val_loss: 0.031216 | Time: 7067.92 ms
[2022-01-20 23:26:00 main:574] : INFO : Epoch 1799 | loss: 0.0312163 | val_loss: 0.031217 | Time: 7082.29 ms
[2022-01-20 23:26:07 main:574] : INFO : Epoch 1800 | loss: 0.0312173 | val_loss: 0.031216 | Time: 7038.08 ms
[2022-01-20 23:26:14 main:574] : INFO : Epoch 1801 | loss: 0.031217 | val_loss: 0.0312215 | Time: 6946.27 ms
[2022-01-20 23:26:22 main:574] : INFO : Epoch 1802 | loss: 0.0312152 | val_loss: 0.0312158 | Time: 7088.54 ms
[2022-01-20 23:26:29 main:574] : INFO : Epoch 1803 | loss: 0.0312159 | val_loss: 0.0312211 | Time: 7307.68 ms
[2022-01-20 23:26:36 main:574] : INFO : Epoch 1804 | loss: 0.0312187 | val_loss: 0.0312297 | Time: 7041.7 ms
[2022-01-20 23:26:43 main:574] : INFO : Epoch 1805 | loss: 0.0312179 | val_loss: 0.0312153 | Time: 7060.47 ms
[2022-01-20 23:26:50 main:574] : INFO : Epoch 1806 | loss: 0.031214 | val_loss: 0.0312157 | Time: 7249.06 ms
[2022-01-20 23:26:58 main:574] : INFO : Epoch 1807 | loss: 0.0312147 | val_loss: 0.0312179 | Time: 7301.25 ms
[2022-01-20 23:27:05 main:574] : INFO : Epoch 1808 | loss: 0.0312152 | val_loss: 0.0312197 | Time: 7043.86 ms
[2022-01-20 23:27:12 main:574] : INFO : Epoch 1809 | loss: 0.031215 | val_loss: 0.0312153 | Time: 6993.84 ms
[2022-01-20 23:27:19 main:574] : INFO : Epoch 1810 | loss: 0.0312132 | val_loss: 0.0312152 | Time: 7106.17 ms
[2022-01-20 23:27:26 main:574] : INFO : Epoch 1811 | loss: 0.0312137 | val_loss: 0.0312147 | Time: 7126.13 ms
[2022-01-20 23:27:34 main:574] : INFO : Epoch 1812 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 7108.66 ms
[2022-01-20 23:27:41 main:574] : INFO : Epoch 1813 | loss: 0.0312129 | val_loss: 0.0312147 | Time: 7114.01 ms
[2022-01-20 23:27:48 main:574] : INFO : Epoch 1814 | loss: 0.0312132 | val_loss: 0.0312163 | Time: 7086.29 ms
[2022-01-20 23:27:55 main:574] : INFO : Epoch 1815 | loss: 0.0312123 | val_loss: 0.0312145 | Time: 7055.45 ms
[2022-01-20 23:28:02 main:574] : INFO : Epoch 1816 | loss: 0.0312154 | val_loss: 0.0312192 | Time: 7141.76 ms
[2022-01-20 23:28:09 main:574] : INFO : Epoch 1817 | loss: 0.0312141 | val_loss: 0.0312152 | Time: 7117.62 ms
[2022-01-20 23:28:16 main:574] : INFO : Epoch 1818 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 7092.96 ms
[2022-01-20 23:28:24 main:574] : INFO : Epoch 1819 | loss: 0.0312155 | val_loss: 0.0312198 | Time: 7061.36 ms
[2022-01-20 23:28:31 main:574] : INFO : Epoch 1820 | loss: 0.031216 | val_loss: 0.0312143 | Time: 7142.08 ms
[2022-01-20 23:28:38 main:574] : INFO : Epoch 1821 | loss: 0.0312133 | val_loss: 0.0312136 | Time: 7117.89 ms
[2022-01-20 23:28:45 main:574] : INFO : Epoch 1822 | loss: 0.0312127 | val_loss: 0.0312138 | Time: 7266.14 ms
[2022-01-20 23:28:52 main:574] : INFO : Epoch 1823 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 7051.01 ms
[2022-01-20 23:29:00 main:574] : INFO : Epoch 1824 | loss: 0.0312184 | val_loss: 0.0312424 | Time: 7102.17 ms
[2022-01-20 23:29:07 main:574] : INFO : Epoch 1825 | loss: 0.0312226 | val_loss: 0.0312275 | Time: 7150.97 ms
[2022-01-20 23:29:14 main:574] : INFO : Epoch 1826 | loss: 0.0312136 | val_loss: 0.0312134 | Time: 7119.13 ms
[2022-01-20 23:29:21 main:574] : INFO : Epoch 1827 | loss: 0.0312119 | val_loss: 0.0312136 | Time: 7111.59 ms
[2022-01-20 23:29:28 main:574] : INFO : Epoch 1828 | loss: 0.0312112 | val_loss: 0.0312149 | Time: 7024.61 ms
[2022-01-20 23:29:35 main:574] : INFO : Epoch 1829 | loss: 0.0312112 | val_loss: 0.0312129 | Time: 7081.45 ms
[2022-01-20 23:29:42 main:574] : INFO : Epoch 1830 | loss: 0.0312122 | val_loss: 0.0312136 | Time: 7051.89 ms
[2022-01-20 23:29:50 main:574] : INFO : Epoch 1831 | loss: 0.0312135 | val_loss: 0.0312225 | Time: 7079.74 ms
[2022-01-20 23:29:57 main:574] : INFO : Epoch 1832 | loss: 0.0312138 | val_loss: 0.031214 | Time: 7187.64 ms
[2022-01-20 23:30:04 main:574] : INFO : Epoch 1833 | loss: 0.031211 | val_loss: 0.0312124 | Time: 6978.66 ms
[2022-01-20 23:30:11 main:574] : INFO : Epoch 1834 | loss: 0.0312116 | val_loss: 0.0312161 | Time: 6988.57 ms
[2022-01-20 23:30:18 main:574] : INFO : Epoch 1835 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 7383.65 ms
[2022-01-20 23:30:25 main:574] : INFO : Epoch 1836 | loss: 0.0312129 | val_loss: 0.0312154 | Time: 7154.94 ms
[2022-01-20 23:30:33 main:574] : INFO : Epoch 1837 | loss: 0.0312107 | val_loss: 0.0312158 | Time: 7183.19 ms
[2022-01-20 23:30:40 main:574] : INFO : Epoch 1838 | loss: 0.0312125 | val_loss: 0.0312177 | Time: 7105.56 ms
[2022-01-20 23:30:47 main:574] : INFO : Epoch 1839 | loss: 0.0312124 | val_loss: 0.0312127 | Time: 7146.7 ms
[2022-01-20 23:30:54 main:574] : INFO : Epoch 1840 | loss: 0.0312144 | val_loss: 0.0312163 | Time: 7110.46 ms
[2022-01-20 23:31:01 main:574] : INFO : Epoch 1841 | loss: 0.0312129 | val_loss: 0.0312154 | Time: 7120.62 ms
[2022-01-20 23:31:09 main:574] : INFO : Epoch 1842 | loss: 0.0312108 | val_loss: 0.0312116 | Time: 7194.5 ms
[2022-01-20 23:31:16 main:574] : INFO : Epoch 1843 | loss: 0.0312119 | val_loss: 0.0312118 | Time: 7066.26 ms
[2022-01-20 23:31:23 main:574] : INFO : Epoch 1844 | loss: 0.0312116 | val_loss: 0.0312112 | Time: 7047.48 ms
[2022-01-20 23:31:30 main:574] : INFO : Epoch 1845 | loss: 0.0312094 | val_loss: 0.0312158 | Time: 7091.85 ms
[2022-01-20 23:31:37 main:574] : INFO : Epoch 1846 | loss: 0.031211 | val_loss: 0.0312138 | Time: 7081.83 ms
[2022-01-20 23:31:44 main:574] : INFO : Epoch 1847 | loss: 0.0312161 | val_loss: 0.0312273 | Time: 7020.05 ms
[2022-01-20 23:31:51 main:574] : INFO : Epoch 1848 | loss: 0.0312162 | val_loss: 0.031212 | Time: 7088.19 ms
[2022-01-20 23:31:59 main:574] : INFO : Epoch 1849 | loss: 0.0312122 | val_loss: 0.0312166 | Time: 7077.5 ms
[2022-01-20 23:32:06 main:574] : INFO : Epoch 1850 | loss: 0.03121 | val_loss: 0.0312141 | Time: 6995.35 ms
[2022-01-20 23:32:13 main:574] : INFO : Epoch 1851 | loss: 0.0312091 | val_loss: 0.0312166 | Time: 7104.6 ms
[2022-01-20 23:32:20 main:574] : INFO : Epoch 1852 | loss: 0.0312106 | val_loss: 0.0312131 | Time: 7037.28 ms
[2022-01-20 23:32:27 main:574] : INFO : Epoch 1853 | loss: 0.0312091 | val_loss: 0.0312118 | Time: 7327 ms
[2022-01-20 23:32:35 main:574] : INFO : Epoch 1854 | loss: 0.0312085 | val_loss: 0.0312139 | Time: 7264.5 ms
[2022-01-20 23:32:42 main:574] : INFO : Epoch 1855 | loss: 0.0312107 | val_loss: 0.0312209 | Time: 7371.78 ms
[2022-01-20 23:32:49 main:574] : INFO : Epoch 1856 | loss: 0.0312155 | val_loss: 0.0312118 | Time: 7227.55 ms
[2022-01-20 23:32:57 main:574] : INFO : Epoch 1857 | loss: 0.0312092 | val_loss: 0.0312103 | Time: 7218.49 ms
[2022-01-20 23:33:04 main:574] : INFO : Epoch 1858 | loss: 0.0312098 | val_loss: 0.0312212 | Time: 7427.35 ms
[2022-01-20 23:33:11 main:574] : INFO : Epoch 1859 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 7254.28 ms
[2022-01-20 23:33:19 main:574] : INFO : Epoch 1860 | loss: 0.0312095 | val_loss: 0.0312123 | Time: 7268.49 ms
[2022-01-20 23:33:26 main:574] : INFO : Epoch 1861 | loss: 0.0312087 | val_loss: 0.0312107 | Time: 7253.04 ms
[2022-01-20 23:33:33 main:574] : INFO : Epoch 1862 | loss: 0.0312101 | val_loss: 0.0312101 | Time: 7415.14 ms
[2022-01-20 23:33:41 main:574] : INFO : Epoch 1863 | loss: 0.0312139 | val_loss: 0.0312177 | Time: 7516.11 ms
[2022-01-20 23:33:48 main:574] : INFO : Epoch 1864 | loss: 0.0312101 | val_loss: 0.0312102 | Time: 7379.33 ms
[2022-01-20 23:33:56 main:574] : INFO : Epoch 1865 | loss: 0.0312081 | val_loss: 0.0312097 | Time: 7557.07 ms
[2022-01-20 23:34:03 main:574] : INFO : Epoch 1866 | loss: 0.0312077 | val_loss: 0.0312106 | Time: 7209.09 ms
[2022-01-20 23:34:11 main:574] : INFO : Epoch 1867 | loss: 0.0312093 | val_loss: 0.0312103 | Time: 7103.04 ms
[2022-01-20 23:34:18 main:574] : INFO : Epoch 1868 | loss: 0.0312085 | val_loss: 0.0312152 | Time: 7085.17 ms
[2022-01-20 23:34:25 main:574] : INFO : Epoch 1869 | loss: 0.03121 | val_loss: 0.0312165 | Time: 7132.79 ms
[2022-01-20 23:34:32 main:574] : INFO : Epoch 1870 | loss: 0.0312124 | val_loss: 0.0312106 | Time: 7089.64 ms
[2022-01-20 23:34:39 main:574] : INFO : Epoch 1871 | loss: 0.031214 | val_loss: 0.0312101 | Time: 7117.87 ms
[2022-01-20 23:34:46 main:574] : INFO : Epoch 1872 | loss: 0.0312128 | val_loss: 0.0312149 | Time: 7173.78 ms
[2022-01-20 23:34:54 main:574] : INFO : Epoch 1873 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 7156.4 ms
[2022-01-20 23:35:01 main:574] : INFO : Epoch 1874 | loss: 0.0312121 | val_loss: 0.0312165 | Time: 7119.76 ms
[2022-01-20 23:35:08 main:574] : INFO : Epoch 1875 | loss: 0.0312134 | val_loss: 0.0312162 | Time: 7025.5 ms
[2022-01-20 23:35:15 main:574] : INFO : Epoch 1876 | loss: 0.0312105 | val_loss: 0.0312156 | Time: 7228.8 ms
[2022-01-20 23:35:22 main:574] : INFO : Epoch 1877 | loss: 0.0312154 | val_loss: 0.0312162 | Time: 7132.31 ms
[2022-01-20 23:35:30 main:574] : INFO : Epoch 1878 | loss: 0.0312117 | val_loss: 0.0312167 | Time: 7155.65 ms
[2022-01-20 23:35:37 main:574] : INFO : Epoch 1879 | loss: 0.0312094 | val_loss: 0.0312131 | Time: 7599.27 ms
[2022-01-20 23:35:45 main:574] : INFO : Epoch 1880 | loss: 0.0312088 | val_loss: 0.0312164 | Time: 7371.55 ms
[2022-01-20 23:35:52 main:574] : INFO : Epoch 1881 | loss: 0.0312076 | val_loss: 0.0312117 | Time: 7251.92 ms
[2022-01-20 23:35:59 main:574] : INFO : Epoch 1882 | loss: 0.031209 | val_loss: 0.0312129 | Time: 7011.21 ms
[2022-01-20 23:36:06 main:574] : INFO : Epoch 1883 | loss: 0.0312084 | val_loss: 0.0312095 | Time: 7272.19 ms
[2022-01-20 23:36:14 main:574] : INFO : Epoch 1884 | loss: 0.0312082 | val_loss: 0.0312111 | Time: 7218.02 ms
[2022-01-20 23:36:21 main:574] : INFO : Epoch 1885 | loss: 0.0312088 | val_loss: 0.0312103 | Time: 7341.89 ms
[2022-01-20 23:36:28 main:574] : INFO : Epoch 1886 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 7278.94 ms
[2022-01-20 23:36:36 main:574] : INFO : Epoch 1887 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 7408.69 ms
[2022-01-20 23:36:44 main:574] : INFO : Epoch 1888 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 7713.9 ms
[2022-01-20 23:36:51 main:574] : INFO : Epoch 1889 | loss: 0.0312106 | val_loss: 0.0312094 | Time: 7593.29 ms
[2022-01-20 23:36:59 main:574] : INFO : Epoch 1890 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 7718.09 ms
[2022-01-20 23:37:06 main:574] : INFO : Epoch 1891 | loss: 0.0312111 | val_loss: 0.0312111 | Time: 7259.73 ms
[2022-01-20 23:37:13 main:574] : INFO : Epoch 1892 | loss: 0.0312084 | val_loss: 0.031213 | Time: 7039.93 ms
[2022-01-20 23:37:21 main:574] : INFO : Epoch 1893 | loss: 0.0312066 | val_loss: 0.0312092 | Time: 7639.69 ms
[2022-01-20 23:37:28 main:574] : INFO : Epoch 1894 | loss: 0.0312076 | val_loss: 0.0312318 | Time: 7114.44 ms
[2022-01-20 23:37:35 main:574] : INFO : Epoch 1895 | loss: 0.0312127 | val_loss: 0.0312162 | Time: 7105.9 ms
[2022-01-20 23:37:43 main:574] : INFO : Epoch 1896 | loss: 0.0312088 | val_loss: 0.0312112 | Time: 7219.14 ms
[2022-01-20 23:37:50 main:574] : INFO : Epoch 1897 | loss: 0.031209 | val_loss: 0.0312103 | Time: 7174.55 ms
[2022-01-20 23:37:57 main:574] : INFO : Epoch 1898 | loss: 0.0312107 | val_loss: 0.0312103 | Time: 7389.35 ms
[2022-01-20 23:38:06 main:574] : INFO : Epoch 1899 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 8555.5 ms
[2022-01-20 23:38:14 main:574] : INFO : Epoch 1900 | loss: 0.031207 | val_loss: 0.0312096 | Time: 7946.57 ms
[2022-01-20 23:38:21 main:574] : INFO : Epoch 1901 | loss: 0.0312064 | val_loss: 0.0312091 | Time: 7343.71 ms
[2022-01-20 23:38:29 main:574] : INFO : Epoch 1902 | loss: 0.031206 | val_loss: 0.0312109 | Time: 7200.2 ms
[2022-01-20 23:38:36 main:574] : INFO : Epoch 1903 | loss: 0.0312053 | val_loss: 0.0312095 | Time: 7057.8 ms
[2022-01-20 23:38:43 main:574] : INFO : Epoch 1904 | loss: 0.0312055 | val_loss: 0.0312108 | Time: 7121.65 ms
[2022-01-20 23:38:50 main:574] : INFO : Epoch 1905 | loss: 0.0312051 | val_loss: 0.0312098 | Time: 7164.96 ms
[2022-01-20 23:38:57 main:574] : INFO : Epoch 1906 | loss: 0.0312061 | val_loss: 0.0312105 | Time: 7113.57 ms
[2022-01-20 23:39:05 main:574] : INFO : Epoch 1907 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 7158.06 ms
[2022-01-20 23:39:12 main:574] : INFO : Epoch 1908 | loss: 0.031205 | val_loss: 0.0312093 | Time: 7146.69 ms
[2022-01-20 23:39:19 main:574] : INFO : Epoch 1909 | loss: 0.0312059 | val_loss: 0.0312092 | Time: 7100.35 ms
[2022-01-20 23:39:26 main:574] : INFO : Epoch 1910 | loss: 0.0312053 | val_loss: 0.0312095 | Time: 7136.35 ms
[2022-01-20 23:39:33 main:574] : INFO : Epoch 1911 | loss: 0.0312049 | val_loss: 0.0312102 | Time: 7064.37 ms
[2022-01-20 23:39:40 main:574] : INFO : Epoch 1912 | loss: 0.0312056 | val_loss: 0.0312098 | Time: 7092.84 ms
[2022-01-20 23:39:48 main:574] : INFO : Epoch 1913 | loss: 0.0312055 | val_loss: 0.0312268 | Time: 7201.5 ms
[2022-01-20 23:39:55 main:574] : INFO : Epoch 1914 | loss: 0.0312072 | val_loss: 0.0312136 | Time: 7049.09 ms
[2022-01-20 23:40:02 main:574] : INFO : Epoch 1915 | loss: 0.0312059 | val_loss: 0.0312113 | Time: 7120.14 ms
[2022-01-20 23:40:09 main:574] : INFO : Epoch 1916 | loss: 0.0312066 | val_loss: 0.0312172 | Time: 7465.55 ms
[2022-01-20 23:40:17 main:574] : INFO : Epoch 1917 | loss: 0.031209 | val_loss: 0.0312107 | Time: 7240.39 ms
[2022-01-20 23:40:24 main:574] : INFO : Epoch 1918 | loss: 0.0312056 | val_loss: 0.0312109 | Time: 7386.68 ms
[2022-01-20 23:40:32 main:574] : INFO : Epoch 1919 | loss: 0.0312049 | val_loss: 0.0312091 | Time: 7693.13 ms
[2022-01-20 23:40:39 main:574] : INFO : Epoch 1920 | loss: 0.0312075 | val_loss: 0.0312137 | Time: 7333.17 ms
[2022-01-20 23:40:47 main:574] : INFO : Epoch 1921 | loss: 0.0312079 | val_loss: 0.0312093 | Time: 7273.07 ms
[2022-01-20 23:40:54 main:574] : INFO : Epoch 1922 | loss: 0.0312061 | val_loss: 0.0312136 | Time: 7421.88 ms
[2022-01-20 23:41:02 main:574] : INFO : Epoch 1923 | loss: 0.0312266 | val_loss: 0.0312178 | Time: 7350.94 ms
[2022-01-20 23:41:09 main:574] : INFO : Epoch 1924 | loss: 0.0312192 | val_loss: 0.0312114 | Time: 7300.82 ms
[2022-01-20 23:41:16 main:574] : INFO : Epoch 1925 | loss: 0.031213 | val_loss: 0.0312085 | Time: 7236.92 ms
[2022-01-20 23:41:23 main:574] : INFO : Epoch 1926 | loss: 0.0312129 | val_loss: 0.0312069 | Time: 7047.76 ms
[2022-01-20 23:41:30 main:574] : INFO : Epoch 1927 | loss: 0.0312088 | val_loss: 0.0312081 | Time: 6995.67 ms
[2022-01-20 23:41:38 main:574] : INFO : Epoch 1928 | loss: 0.0312091 | val_loss: 0.0312072 | Time: 7253.5 ms
[2022-01-20 23:41:45 main:574] : INFO : Epoch 1929 | loss: 0.0312099 | val_loss: 0.0312083 | Time: 7541.7 ms
[2022-01-20 23:41:53 main:574] : INFO : Epoch 1930 | loss: 0.0312084 | val_loss: 0.0312042 | Time: 7239.4 ms
[2022-01-20 23:42:00 main:574] : INFO : Epoch 1931 | loss: 0.0312112 | val_loss: 0.0312056 | Time: 7226.43 ms
[2022-01-20 23:42:07 main:574] : INFO : Epoch 1932 | loss: 0.0312131 | val_loss: 0.0312126 | Time: 7222.69 ms
[2022-01-20 23:42:15 main:574] : INFO : Epoch 1933 | loss: 0.0312183 | val_loss: 0.0312071 | Time: 7663.76 ms
[2022-01-20 23:42:22 main:574] : INFO : Epoch 1934 | loss: 0.031211 | val_loss: 0.0312081 | Time: 7184.74 ms
[2022-01-20 23:42:30 main:574] : INFO : Epoch 1935 | loss: 0.0312113 | val_loss: 0.031206 | Time: 7516.58 ms
[2022-01-20 23:42:37 main:574] : INFO : Epoch 1936 | loss: 0.0312106 | val_loss: 0.0312084 | Time: 7726.84 ms
[2022-01-20 23:42:45 main:574] : INFO : Epoch 1937 | loss: 0.0312077 | val_loss: 0.0312031 | Time: 7620.47 ms
[2022-01-20 23:42:52 main:574] : INFO : Epoch 1938 | loss: 0.0312059 | val_loss: 0.0312035 | Time: 7157.92 ms
[2022-01-20 23:43:00 main:574] : INFO : Epoch 1939 | loss: 0.0312062 | val_loss: 0.0312018 | Time: 7196.61 ms
[2022-01-20 23:43:07 main:574] : INFO : Epoch 1940 | loss: 0.0312053 | val_loss: 0.0312223 | Time: 7627.41 ms
[2022-01-20 23:43:15 main:574] : INFO : Epoch 1941 | loss: 0.0312081 | val_loss: 0.0312045 | Time: 7519.86 ms
[2022-01-20 23:43:22 main:574] : INFO : Epoch 1942 | loss: 0.0312037 | val_loss: 0.0312017 | Time: 7503.22 ms
[2022-01-20 23:43:30 main:574] : INFO : Epoch 1943 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 7510.99 ms
[2022-01-20 23:43:38 main:574] : INFO : Epoch 1944 | loss: 0.0312076 | val_loss: 0.0312142 | Time: 7760.3 ms
[2022-01-20 23:43:46 main:574] : INFO : Epoch 1945 | loss: 0.0312051 | val_loss: 0.0312025 | Time: 7888.92 ms
[2022-01-20 23:43:54 main:574] : INFO : Epoch 1946 | loss: 0.0312029 | val_loss: 0.0312013 | Time: 7669.12 ms
[2022-01-20 23:44:01 main:574] : INFO : Epoch 1947 | loss: 0.031203 | val_loss: 0.0312037 | Time: 7555.57 ms
[2022-01-20 23:44:09 main:574] : INFO : Epoch 1948 | loss: 0.0312044 | val_loss: 0.0312014 | Time: 7613.83 ms
[2022-01-20 23:44:16 main:574] : INFO : Epoch 1949 | loss: 0.0312065 | val_loss: 0.0312049 | Time: 7394.33 ms
[2022-01-20 23:44:24 main:574] : INFO : Epoch 1950 | loss: 0.0312038 | val_loss: 0.0312007 | Time: 7358.2 ms
[2022-01-20 23:44:31 main:574] : INFO : Epoch 1951 | loss: 0.0312026 | val_loss: 0.0312002 | Time: 7316.61 ms
[2022-01-20 23:44:38 main:574] : INFO : Epoch 1952 | loss: 0.0312037 | val_loss: 0.0311991 | Time: 7138.92 ms
[2022-01-20 23:44:45 main:574] : INFO : Epoch 1953 | loss: 0.0312027 | val_loss: 0.0311989 | Time: 6984.62 ms
[2022-01-20 23:44:53 main:574] : INFO : Epoch 1954 | loss: 0.0312031 | val_loss: 0.031199 | Time: 7190.08 ms
[2022-01-20 23:45:00 main:574] : INFO : Epoch 1955 | loss: 0.0312038 | val_loss: 0.0311984 | Time: 7214.75 ms
[2022-01-20 23:45:07 main:574] : INFO : Epoch 1956 | loss: 0.0312031 | val_loss: 0.0312036 | Time: 7100.18 ms
[2022-01-20 23:45:14 main:574] : INFO : Epoch 1957 | loss: 0.0312054 | val_loss: 0.0311983 | Time: 7064.3 ms
[2022-01-20 23:45:21 main:574] : INFO : Epoch 1958 | loss: 0.031201 | val_loss: 0.0311985 | Time: 7372.62 ms
[2022-01-20 23:45:29 main:574] : INFO : Epoch 1959 | loss: 0.0312007 | val_loss: 0.031198 | Time: 7280.72 ms
[2022-01-20 23:45:36 main:574] : INFO : Epoch 1960 | loss: 0.0312001 | val_loss: 0.031197 | Time: 7142.33 ms
[2022-01-20 23:45:44 main:574] : INFO : Epoch 1961 | loss: 0.0312018 | val_loss: 0.0311968 | Time: 7504.73 ms
[2022-01-20 23:45:51 main:574] : INFO : Epoch 1962 | loss: 0.0312012 | val_loss: 0.0312058 | Time: 7133.46 ms
[2022-01-20 23:45:58 main:574] : INFO : Epoch 1963 | loss: 0.031203 | val_loss: 0.0311973 | Time: 7213.48 ms
[2022-01-20 23:46:06 main:574] : INFO : Epoch 1964 | loss: 0.0311998 | val_loss: 0.0311971 | Time: 7432.89 ms
[2022-01-20 23:46:13 main:574] : INFO : Epoch 1965 | loss: 0.0312037 | val_loss: 0.0312088 | Time: 7442.14 ms
[2022-01-20 23:46:20 main:574] : INFO : Epoch 1966 | loss: 0.0312127 | val_loss: 0.031199 | Time: 7343.13 ms
[2022-01-20 23:46:28 main:574] : INFO : Epoch 1967 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 7350.59 ms
[2022-01-20 23:46:35 main:574] : INFO : Epoch 1968 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 7334.53 ms
[2022-01-20 23:46:43 main:574] : INFO : Epoch 1969 | loss: 0.0312004 | val_loss: 0.0311994 | Time: 7458.8 ms
[2022-01-20 23:46:50 main:574] : INFO : Epoch 1970 | loss: 0.0312024 | val_loss: 0.0312001 | Time: 7384.48 ms
[2022-01-20 23:46:58 main:574] : INFO : Epoch 1971 | loss: 0.0311993 | val_loss: 0.0311948 | Time: 7286.61 ms
[2022-01-20 23:47:05 main:574] : INFO : Epoch 1972 | loss: 0.031196 | val_loss: 0.0312003 | Time: 7271.16 ms
[2022-01-20 23:47:12 main:574] : INFO : Epoch 1973 | loss: 0.0311985 | val_loss: 0.0311939 | Time: 7406.08 ms
[2022-01-20 23:47:20 main:574] : INFO : Epoch 1974 | loss: 0.0311963 | val_loss: 0.0311939 | Time: 7604.41 ms
[2022-01-20 23:47:28 main:574] : INFO : Epoch 1975 | loss: 0.0311987 | val_loss: 0.0311946 | Time: 7866.08 ms
[2022-01-20 23:47:36 main:574] : INFO : Epoch 1976 | loss: 0.0311984 | val_loss: 0.0312095 | Time: 7392.6 ms
[2022-01-20 23:47:43 main:574] : INFO : Epoch 1977 | loss: 0.0312029 | val_loss: 0.0311944 | Time: 7274.44 ms
[2022-01-20 23:47:50 main:574] : INFO : Epoch 1978 | loss: 0.031202 | val_loss: 0.0311983 | Time: 7415.65 ms
[2022-01-20 23:47:58 main:574] : INFO : Epoch 1979 | loss: 0.0311984 | val_loss: 0.0311947 | Time: 7428.24 ms
[2022-01-20 23:48:05 main:574] : INFO : Epoch 1980 | loss: 0.0311962 | val_loss: 0.0312132 | Time: 7385.03 ms
[2022-01-20 23:48:13 main:574] : INFO : Epoch 1981 | loss: 0.0312035 | val_loss: 0.0311952 | Time: 7211.75 ms
[2022-01-20 23:48:20 main:574] : INFO : Epoch 1982 | loss: 0.0311984 | val_loss: 0.0311954 | Time: 7212.3 ms
[2022-01-20 23:48:27 main:574] : INFO : Epoch 1983 | loss: 0.0311962 | val_loss: 0.031206 | Time: 7146.75 ms
[2022-01-20 23:48:35 main:574] : INFO : Epoch 1984 | loss: 0.0311998 | val_loss: 0.0311943 | Time: 7563.91 ms
[2022-01-20 23:48:42 main:574] : INFO : Epoch 1985 | loss: 0.0311968 | val_loss: 0.031193 | Time: 7386.02 ms
[2022-01-20 23:48:50 main:574] : INFO : Epoch 1986 | loss: 0.0311975 | val_loss: 0.0311991 | Time: 7815.89 ms
[2022-01-20 23:48:57 main:574] : INFO : Epoch 1987 | loss: 0.0311978 | val_loss: 0.0311927 | Time: 7092.71 ms
[2022-01-20 23:49:04 main:574] : INFO : Epoch 1988 | loss: 0.0312023 | val_loss: 0.0311942 | Time: 7031 ms
[2022-01-20 23:49:12 main:574] : INFO : Epoch 1989 | loss: 0.0312033 | val_loss: 0.0311987 | Time: 7106.6 ms
[2022-01-20 23:49:19 main:574] : INFO : Epoch 1990 | loss: 0.031197 | val_loss: 0.0311932 | Time: 7412.45 ms
[2022-01-20 23:49:26 main:574] : INFO : Epoch 1991 | loss: 0.0311948 | val_loss: 0.0311936 | Time: 7040.69 ms
[2022-01-20 23:49:33 main:574] : INFO : Epoch 1992 | loss: 0.0311951 | val_loss: 0.031206 | Time: 7010.12 ms
[2022-01-20 23:49:40 main:574] : INFO : Epoch 1993 | loss: 0.0311981 | val_loss: 0.0311967 | Time: 6886.83 ms
[2022-01-20 23:49:48 main:574] : INFO : Epoch 1994 | loss: 0.0311949 | val_loss: 0.0311945 | Time: 7414.59 ms
[2022-01-20 23:49:56 main:574] : INFO : Epoch 1995 | loss: 0.0311934 | val_loss: 0.0311927 | Time: 7662.14 ms
[2022-01-20 23:50:03 main:574] : INFO : Epoch 1996 | loss: 0.0311953 | val_loss: 0.0311924 | Time: 7388.61 ms
[2022-01-20 23:50:10 main:574] : INFO : Epoch 1997 | loss: 0.0311949 | val_loss: 0.0311934 | Time: 7170.74 ms
[2022-01-20 23:50:18 main:574] : INFO : Epoch 1998 | loss: 0.031194 | val_loss: 0.0311929 | Time: 7172.59 ms
[2022-01-20 23:50:25 main:574] : INFO : Epoch 1999 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 7015.56 ms
[2022-01-20 23:50:33 main:574] : INFO : Epoch 2000 | loss: 0.0311947 | val_loss: 0.031202 | Time: 7134.17 ms
[2022-01-20 23:50:40 main:574] : INFO : Epoch 2001 | loss: 0.0311955 | val_loss: 0.0311919 | Time: 7415.61 ms
[2022-01-20 23:50:48 main:574] : INFO : Epoch 2002 | loss: 0.0311927 | val_loss: 0.0311919 | Time: 7109.84 ms
[2022-01-20 23:50:55 main:574] : INFO : Epoch 2003 | loss: 0.0311921 | val_loss: 0.0311928 | Time: 7173.91 ms
[2022-01-20 23:51:03 main:574] : INFO : Epoch 2004 | loss: 0.0311935 | val_loss: 0.0311914 | Time: 7146.89 ms
[2022-01-20 23:51:10 main:574] : INFO : Epoch 2005 | loss: 0.0311924 | val_loss: 0.0311928 | Time: 7167.9 ms
[2022-01-20 23:51:18 main:574] : INFO : Epoch 2006 | loss: 0.0311907 | val_loss: 0.0311931 | Time: 7235.87 ms
[2022-01-20 23:51:25 main:574] : INFO : Epoch 2007 | loss: 0.0311918 | val_loss: 0.0311939 | Time: 7053.75 ms
[2022-01-20 23:51:32 main:574] : INFO : Epoch 2008 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 7035.56 ms
[2022-01-20 23:51:40 main:574] : INFO : Epoch 2009 | loss: 0.0311905 | val_loss: 0.0311898 | Time: 7360.35 ms
[2022-01-20 23:51:48 main:574] : INFO : Epoch 2010 | loss: 0.0311913 | val_loss: 0.0312065 | Time: 7601.66 ms
[2022-01-20 23:51:55 main:574] : INFO : Epoch 2011 | loss: 0.031191 | val_loss: 0.0311939 | Time: 7229.1 ms
[2022-01-20 23:52:02 main:574] : INFO : Epoch 2012 | loss: 0.0311928 | val_loss: 0.031199 | Time: 7411.24 ms
[2022-01-20 23:52:10 main:574] : INFO : Epoch 2013 | loss: 0.0311907 | val_loss: 0.0311969 | Time: 7187.09 ms
[2022-01-20 23:52:17 main:574] : INFO : Epoch 2014 | loss: 0.0311932 | val_loss: 0.0311901 | Time: 7415.46 ms
[2022-01-20 23:52:25 main:574] : INFO : Epoch 2015 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 7641.73 ms
[2022-01-20 23:52:32 main:574] : INFO : Epoch 2016 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 7248.7 ms
[2022-01-20 23:52:40 main:574] : INFO : Epoch 2017 | loss: 0.0311905 | val_loss: 0.0311972 | Time: 7437.48 ms
[2022-01-20 23:52:47 main:574] : INFO : Epoch 2018 | loss: 0.0311896 | val_loss: 0.0311889 | Time: 7355.26 ms
[2022-01-20 23:52:55 main:574] : INFO : Epoch 2019 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 7453.44 ms
[2022-01-20 23:53:02 main:574] : INFO : Epoch 2020 | loss: 0.0311901 | val_loss: 0.0311917 | Time: 7491.22 ms
[2022-01-20 23:53:10 main:574] : INFO : Epoch 2021 | loss: 0.0311908 | val_loss: 0.0311885 | Time: 7671.96 ms
[2022-01-20 23:53:17 main:574] : INFO : Epoch 2022 | loss: 0.0311876 | val_loss: 0.0311934 | Time: 7381.78 ms
[2022-01-20 23:53:25 main:574] : INFO : Epoch 2023 | loss: 0.0311901 | val_loss: 0.0312012 | Time: 7404.23 ms
[2022-01-20 23:53:33 main:574] : INFO : Epoch 2024 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 7725.92 ms
[2022-01-20 23:53:40 main:574] : INFO : Epoch 2025 | loss: 0.031186 | val_loss: 0.0311896 | Time: 7470.51 ms
[2022-01-20 23:53:48 main:574] : INFO : Epoch 2026 | loss: 0.0311878 | val_loss: 0.0311889 | Time: 7416.43 ms
[2022-01-20 23:53:55 main:574] : INFO : Epoch 2027 | loss: 0.0311887 | val_loss: 0.0311884 | Time: 7399.9 ms
[2022-01-20 23:54:03 main:574] : INFO : Epoch 2028 | loss: 0.0311878 | val_loss: 0.0311904 | Time: 7374.45 ms
[2022-01-20 23:54:10 main:574] : INFO : Epoch 2029 | loss: 0.0311902 | val_loss: 0.031191 | Time: 7418.03 ms
[2022-01-20 23:54:18 main:574] : INFO : Epoch 2030 | loss: 0.0311973 | val_loss: 0.0312171 | Time: 7646.06 ms
[2022-01-20 23:54:25 main:574] : INFO : Epoch 2031 | loss: 0.0311941 | val_loss: 0.0311898 | Time: 7428.24 ms
[2022-01-20 23:54:33 main:574] : INFO : Epoch 2032 | loss: 0.03119 | val_loss: 0.0311909 | Time: 7402.72 ms
[2022-01-20 23:54:40 main:574] : INFO : Epoch 2033 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 7406.99 ms
[2022-01-20 23:54:48 main:574] : INFO : Epoch 2034 | loss: 0.0311878 | val_loss: 0.0311949 | Time: 7291.41 ms
[2022-01-20 23:54:55 main:574] : INFO : Epoch 2035 | loss: 0.0311863 | val_loss: 0.0311907 | Time: 7202.99 ms
[2022-01-20 23:55:02 main:574] : INFO : Epoch 2036 | loss: 0.0311869 | val_loss: 0.0312025 | Time: 7422.23 ms
[2022-01-20 23:55:10 main:574] : INFO : Epoch 2037 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 7320.87 ms
[2022-01-20 23:55:17 main:574] : INFO : Epoch 2038 | loss: 0.0311848 | val_loss: 0.0311899 | Time: 7276.37 ms
[2022-01-20 23:55:25 main:574] : INFO : Epoch 2039 | loss: 0.0311843 | val_loss: 0.0311953 | Time: 7525.54 ms
[2022-01-20 23:55:32 main:574] : INFO : Epoch 2040 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 7293.18 ms
[2022-01-20 23:55:39 main:574] : INFO : Epoch 2041 | loss: 0.031185 | val_loss: 0.031189 | Time: 7397.93 ms
[2022-01-20 23:55:47 main:574] : INFO : Epoch 2042 | loss: 0.0311856 | val_loss: 0.0311892 | Time: 7443.63 ms
[2022-01-20 23:55:54 main:574] : INFO : Epoch 2043 | loss: 0.031187 | val_loss: 0.0311915 | Time: 7101.39 ms
[2022-01-20 23:56:01 main:574] : INFO : Epoch 2044 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 7130.01 ms
[2022-01-20 23:56:09 main:574] : INFO : Epoch 2045 | loss: 0.031189 | val_loss: 0.0311913 | Time: 7243.63 ms
[2022-01-20 23:56:16 main:574] : INFO : Epoch 2046 | loss: 0.0311876 | val_loss: 0.0311944 | Time: 7059.67 ms
[2022-01-20 23:56:23 main:574] : INFO : Epoch 2047 | loss: 0.0311873 | val_loss: 0.0312134 | Time: 7053.32 ms
[2022-01-20 23:56:30 main:574] : INFO : Epoch 2048 | loss: 0.0311917 | val_loss: 0.0312021 | Time: 7128.43 ms
[2022-01-20 23:56:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021
[2022-01-20 23:56:30 main:603] : INFO : Saving end state to config to file
[2022-01-20 23:56:30 main:608] : INFO : Success, exiting..
23:56:30 (1356): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)