Task 14620146
| Name | ParityModified-1645998023-12011-3-0_7 |
| Workunit | 11165226 |
| Created | 14 Apr 2022, 6:26:30 UTC |
| Sent | 14 Apr 2022, 6:26:33 UTC |
| Report deadline | 22 Apr 2022, 6:26:33 UTC |
| Received | 14 Apr 2022, 7:27:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 0 min 21 sec |
| CPU time | 59 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 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> FO : Epoch 1542 | loss: 0.031239 | val_loss: 0.0312401 | Time: 1755.28 ms [2022-04-14 09:12:13 main:574] : INFO : Epoch 1543 | loss: 0.0312387 | val_loss: 0.0312407 | Time: 1736.4 ms [2022-04-14 09:12:15 main:574] : INFO : Epoch 1544 | loss: 0.0312392 | val_loss: 0.0312411 | Time: 1740.01 ms [2022-04-14 09:12:17 main:574] : INFO : Epoch 1545 | loss: 0.0312386 | val_loss: 0.0312391 | Time: 1803.09 ms [2022-04-14 09:12:19 main:574] : INFO : Epoch 1546 | loss: 0.031238 | val_loss: 0.0312405 | Time: 1753.9 ms [2022-04-14 09:12:20 main:574] : INFO : Epoch 1547 | loss: 0.0312395 | val_loss: 0.0312399 | Time: 1815.11 ms [2022-04-14 09:12:22 main:574] : INFO : Epoch 1548 | loss: 0.0312378 | val_loss: 0.031242 | Time: 1722.67 ms [2022-04-14 09:12:24 main:574] : INFO : Epoch 1549 | loss: 0.0312379 | val_loss: 0.0312409 | Time: 1740.45 ms [2022-04-14 09:12:26 main:574] : INFO : Epoch 1550 | loss: 0.031238 | val_loss: 0.0312395 | Time: 1738.9 ms [2022-04-14 09:12:27 main:574] : INFO : Epoch 1551 | loss: 0.0312377 | val_loss: 0.0312393 | Time: 1760.82 ms [2022-04-14 09:12:29 main:574] : INFO : Epoch 1552 | loss: 0.0312383 | val_loss: 0.031239 | Time: 1739.44 ms [2022-04-14 09:12:31 main:574] : INFO : Epoch 1553 | loss: 0.0312375 | val_loss: 0.0312389 | Time: 1736.1 ms [2022-04-14 09:12:33 main:574] : INFO : Epoch 1554 | loss: 0.0312418 | val_loss: 0.0312402 | Time: 1741.5 ms [2022-04-14 09:12:34 main:574] : INFO : Epoch 1555 | loss: 0.0312381 | val_loss: 0.0312433 | Time: 1733.95 ms [2022-04-14 09:12:36 main:574] : INFO : Epoch 1556 | loss: 0.0312382 | val_loss: 0.031242 | Time: 1745.07 ms [2022-04-14 09:12:38 main:574] : INFO : Epoch 1557 | loss: 0.03124 | val_loss: 0.0312394 | Time: 1725.85 ms [2022-04-14 09:12:40 main:574] : INFO : Epoch 1558 | loss: 0.0312398 | val_loss: 0.0312399 | Time: 1730.94 ms [2022-04-14 09:12:41 main:574] : INFO : Epoch 1559 | loss: 0.0312375 | val_loss: 0.0312387 | Time: 1733.83 ms [2022-04-14 09:12:43 main:574] : INFO : Epoch 1560 | loss: 0.0312387 | val_loss: 0.0312422 | Time: 1753.05 ms [2022-04-14 09:12:45 main:574] : INFO : Epoch 1561 | loss: 0.0312373 | val_loss: 0.0312453 | Time: 1735.15 ms [2022-04-14 09:12:47 main:574] : INFO : Epoch 1562 | loss: 0.0312381 | val_loss: 0.0312394 | Time: 1726.91 ms [2022-04-14 09:12:48 main:574] : INFO : Epoch 1563 | loss: 0.0312389 | val_loss: 0.0312457 | Time: 1749.47 ms [2022-04-14 09:12:50 main:574] : INFO : Epoch 1564 | loss: 0.0312414 | val_loss: 0.031251 | Time: 1730.82 ms [2022-04-14 09:12:52 main:574] : INFO : Epoch 1565 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 1719.92 ms [2022-04-14 09:12:54 main:574] : INFO : Epoch 1566 | loss: 0.031239 | val_loss: 0.0312406 | Time: 1728.78 ms [2022-04-14 09:12:55 main:574] : INFO : Epoch 1567 | loss: 0.031238 | val_loss: 0.0312383 | Time: 1747.73 ms [2022-04-14 09:12:57 main:574] : INFO : Epoch 1568 | loss: 0.0312371 | val_loss: 0.0312372 | Time: 1798.42 ms [2022-04-14 09:12:59 main:574] : INFO : Epoch 1569 | loss: 0.0312378 | val_loss: 0.0312427 | Time: 1751.84 ms [2022-04-14 09:13:01 main:574] : INFO : Epoch 1570 | loss: 0.0312386 | val_loss: 0.0312409 | Time: 1804.69 ms [2022-04-14 09:13:02 main:574] : INFO : Epoch 1571 | loss: 0.0312365 | val_loss: 0.0312375 | Time: 1758.26 ms [2022-04-14 09:13:04 main:574] : INFO : Epoch 1572 | loss: 0.0312365 | val_loss: 0.0312384 | Time: 1735.59 ms [2022-04-14 09:13:06 main:574] : INFO : Epoch 1573 | loss: 0.0312369 | val_loss: 0.0312447 | Time: 1729.82 ms [2022-04-14 09:13:08 main:574] : INFO : Epoch 1574 | loss: 0.0312367 | val_loss: 0.0312377 | Time: 1740.47 ms [2022-04-14 09:13:09 main:574] : INFO : Epoch 1575 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 1763.98 ms [2022-04-14 09:13:11 main:574] : INFO : Epoch 1576 | loss: 0.0312386 | val_loss: 0.0312409 | Time: 1723.14 ms [2022-04-14 09:13:13 main:574] : INFO : Epoch 1577 | loss: 0.0312383 | val_loss: 0.0312418 | Time: 1737.71 ms [2022-04-14 09:13:15 main:574] : INFO : Epoch 1578 | loss: 0.0312373 | val_loss: 0.0312373 | Time: 1727.56 ms [2022-04-14 09:13:16 main:574] : INFO : Epoch 1579 | loss: 0.0312374 | val_loss: 0.0312418 | Time: 1743.66 ms [2022-04-14 09:13:18 main:574] : INFO : Epoch 1580 | loss: 0.0312376 | val_loss: 0.0312393 | Time: 1728.92 ms [2022-04-14 09:13:20 main:574] : INFO : Epoch 1581 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 1749.99 ms [2022-04-14 09:13:22 main:574] : INFO : Epoch 1582 | loss: 0.0312368 | val_loss: 0.0312367 | Time: 1785.08 ms [2022-04-14 09:13:23 main:574] : INFO : Epoch 1583 | loss: 0.031237 | val_loss: 0.0312411 | Time: 1777.51 ms [2022-04-14 09:13:25 main:574] : INFO : Epoch 1584 | loss: 0.0312389 | val_loss: 0.0312429 | Time: 1759.87 ms [2022-04-14 09:13:27 main:574] : INFO : Epoch 1585 | loss: 0.0312394 | val_loss: 0.0312383 | Time: 1751.44 ms [2022-04-14 09:13:29 main:574] : INFO : Epoch 1586 | loss: 0.0312375 | val_loss: 0.0312368 | Time: 1750.12 ms [2022-04-14 09:13:31 main:574] : INFO : Epoch 1587 | loss: 0.0312358 | val_loss: 0.0312386 | Time: 1754.92 ms [2022-04-14 09:13:32 main:574] : INFO : Epoch 1588 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 1730.85 ms [2022-04-14 09:13:34 main:574] : INFO : Epoch 1589 | loss: 0.0312353 | val_loss: 0.0312378 | Time: 1743.37 ms [2022-04-14 09:13:36 main:574] : INFO : Epoch 1590 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 1745.68 ms [2022-04-14 09:13:38 main:574] : INFO : Epoch 1591 | loss: 0.031239 | val_loss: 0.0312371 | Time: 1736.4 ms [2022-04-14 09:13:39 main:574] : INFO : Epoch 1592 | loss: 0.0312372 | val_loss: 0.0312368 | Time: 1733.18 ms [2022-04-14 09:13:41 main:574] : INFO : Epoch 1593 | loss: 0.0312361 | val_loss: 0.0312359 | Time: 1734.85 ms [2022-04-14 09:13:43 main:574] : INFO : Epoch 1594 | loss: 0.0312359 | val_loss: 0.0312383 | Time: 1726.1 ms [2022-04-14 09:13:44 main:574] : INFO : Epoch 1595 | loss: 0.0312436 | val_loss: 0.0312458 | Time: 1732.73 ms [2022-04-14 09:13:46 main:574] : INFO : Epoch 1596 | loss: 0.0312383 | val_loss: 0.031237 | Time: 1724.11 ms [2022-04-14 09:13:48 main:574] : INFO : Epoch 1597 | loss: 0.0312364 | val_loss: 0.0312366 | Time: 1737.32 ms [2022-04-14 09:13:50 main:574] : INFO : Epoch 1598 | loss: 0.0312383 | val_loss: 0.0312371 | Time: 1735.92 ms [2022-04-14 09:13:51 main:574] : INFO : Epoch 1599 | loss: 0.031236 | val_loss: 0.0312404 | Time: 1728.13 ms [2022-04-14 09:13:53 main:574] : INFO : Epoch 1600 | loss: 0.0312361 | val_loss: 0.0312357 | Time: 1752.56 ms [2022-04-14 09:13:55 main:574] : INFO : Epoch 1601 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 1753.6 ms [2022-04-14 09:13:57 main:574] : INFO : Epoch 1602 | loss: 0.0312362 | val_loss: 0.031237 | Time: 1736.9 ms [2022-04-14 09:13:58 main:574] : INFO : Epoch 1603 | loss: 0.0312362 | val_loss: 0.0312372 | Time: 1730.39 ms [2022-04-14 09:14:00 main:574] : INFO : Epoch 1604 | loss: 0.031239 | val_loss: 0.0312399 | Time: 1732.37 ms [2022-04-14 09:14:02 main:574] : INFO : Epoch 1605 | loss: 0.0312388 | val_loss: 0.0312383 | Time: 1749.64 ms [2022-04-14 09:14:04 main:574] : INFO : Epoch 1606 | loss: 0.0312359 | val_loss: 0.0312368 | Time: 1729.95 ms [2022-04-14 09:14:05 main:574] : INFO : Epoch 1607 | loss: 0.031236 | val_loss: 0.0312422 | Time: 1734.26 ms [2022-04-14 09:14:07 main:574] : INFO : Epoch 1608 | loss: 0.031238 | val_loss: 0.0312419 | Time: 1731.61 ms [2022-04-14 09:14:09 main:574] : INFO : Epoch 1609 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 1738.26 ms [2022-04-14 09:14:11 main:574] : INFO : Epoch 1610 | loss: 0.0312367 | val_loss: 0.0312377 | Time: 1731.7 ms [2022-04-14 09:14:12 main:574] : INFO : Epoch 1611 | loss: 0.0312377 | val_loss: 0.0312416 | Time: 1738.75 ms [2022-04-14 09:14:14 main:574] : INFO : Epoch 1612 | loss: 0.0312355 | val_loss: 0.0312364 | Time: 1755.52 ms [2022-04-14 09:14:16 main:574] : INFO : Epoch 1613 | loss: 0.0312353 | val_loss: 0.0312403 | Time: 1727.1 ms [2022-04-14 09:14:18 main:574] : INFO : Epoch 1614 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 1740.05 ms [2022-04-14 09:14:19 main:574] : INFO : Epoch 1615 | loss: 0.0312344 | val_loss: 0.0312359 | Time: 1741.14 ms [2022-04-14 09:14:21 main:574] : INFO : Epoch 1616 | loss: 0.0312363 | val_loss: 0.0312381 | Time: 1749.36 ms [2022-04-14 09:14:23 main:574] : INFO : Epoch 1617 | loss: 0.0312378 | val_loss: 0.0312389 | Time: 1730.82 ms [2022-04-14 09:14:25 main:574] : INFO : Epoch 1618 | loss: 0.0312363 | val_loss: 0.0312369 | Time: 1747.79 ms [2022-04-14 09:14:26 main:574] : INFO : Epoch 1619 | loss: 0.0312358 | val_loss: 0.03124 | Time: 1741.7 ms [2022-04-14 09:14:28 main:574] : INFO : Epoch 1620 | loss: 0.0312363 | val_loss: 0.0312406 | Time: 1746.8 ms [2022-04-14 09:14:30 main:574] : INFO : Epoch 1621 | loss: 0.0312351 | val_loss: 0.0312359 | Time: 1768.62 ms [2022-04-14 09:14:32 main:574] : INFO : Epoch 1622 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 1770.57 ms [2022-04-14 09:14:33 main:574] : INFO : Epoch 1623 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 1766.96 ms [2022-04-14 09:14:35 main:574] : INFO : Epoch 1624 | loss: 0.0312344 | val_loss: 0.031235 | Time: 1733.91 ms [2022-04-14 09:14:37 main:574] : INFO : Epoch 1625 | loss: 0.031237 | val_loss: 0.0312358 | Time: 1737.08 ms [2022-04-14 09:14:39 main:574] : INFO : Epoch 1626 | loss: 0.0312376 | val_loss: 0.0312435 | Time: 1748.71 ms [2022-04-14 09:14:40 main:574] : INFO : Epoch 1627 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 1734.75 ms [2022-04-14 09:14:42 main:574] : INFO : Epoch 1628 | loss: 0.0312346 | val_loss: 0.031236 | Time: 1721.92 ms [2022-04-14 09:14:44 main:574] : INFO : Epoch 1629 | loss: 0.0312351 | val_loss: 0.0312373 | Time: 1732.31 ms [2022-04-14 09:14:46 main:574] : INFO : Epoch 1630 | loss: 0.0312359 | val_loss: 0.0312362 | Time: 1727.98 ms [2022-04-14 09:14:47 main:574] : INFO : Epoch 1631 | loss: 0.0312364 | val_loss: 0.0312385 | Time: 1731.65 ms [2022-04-14 09:14:49 main:574] : INFO : Epoch 1632 | loss: 0.0312353 | val_loss: 0.0312347 | Time: 1734.99 ms [2022-04-14 09:14:51 main:574] : INFO : Epoch 1633 | loss: 0.0312361 | val_loss: 0.0312365 | Time: 1744.07 ms [2022-04-14 09:14:53 main:574] : INFO : Epoch 1634 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 1728.65 ms [2022-04-14 09:14:54 main:574] : INFO : Epoch 1635 | loss: 0.0312372 | val_loss: 0.0312349 | Time: 1770.21 ms [2022-04-14 09:14:56 main:574] : INFO : Epoch 1636 | loss: 0.0312341 | val_loss: 0.0312346 | Time: 1738.37 ms [2022-04-14 09:14:58 main:574] : INFO : Epoch 1637 | loss: 0.0312361 | val_loss: 0.0312421 | Time: 1736.03 ms [2022-04-14 09:15:00 main:574] : INFO : Epoch 1638 | loss: 0.0312359 | val_loss: 0.0312393 | Time: 1765.15 ms [2022-04-14 09:15:01 main:574] : INFO : Epoch 1639 | loss: 0.0312356 | val_loss: 0.031236 | Time: 1727.38 ms [2022-04-14 09:15:03 main:574] : INFO : Epoch 1640 | loss: 0.0312377 | val_loss: 0.031236 | Time: 1724.38 ms [2022-04-14 09:15:05 main:574] : INFO : Epoch 1641 | loss: 0.031236 | val_loss: 0.0312345 | Time: 1738.74 ms [2022-04-14 09:15:07 main:574] : INFO : Epoch 1642 | loss: 0.0312343 | val_loss: 0.0312355 | Time: 1726.47 ms [2022-04-14 09:15:08 main:574] : INFO : Epoch 1643 | loss: 0.0312331 | val_loss: 0.0312369 | Time: 1721.55 ms [2022-04-14 09:15:10 main:574] : INFO : Epoch 1644 | loss: 0.0312377 | val_loss: 0.0312392 | Time: 1736.73 ms [2022-04-14 09:15:12 main:574] : INFO : Epoch 1645 | loss: 0.0312361 | val_loss: 0.0312348 | Time: 1751.91 ms [2022-04-14 09:15:14 main:574] : INFO : Epoch 1646 | loss: 0.0312331 | val_loss: 0.031238 | Time: 1727.94 ms [2022-04-14 09:15:15 main:574] : INFO : Epoch 1647 | loss: 0.031236 | val_loss: 0.0312359 | Time: 1727.37 ms [2022-04-14 09:15:17 main:574] : INFO : Epoch 1648 | loss: 0.031234 | val_loss: 0.0312366 | Time: 1743.05 ms [2022-04-14 09:15:19 main:574] : INFO : Epoch 1649 | loss: 0.0312357 | val_loss: 0.0312387 | Time: 1734.75 ms [2022-04-14 09:15:21 main:574] : INFO : Epoch 1650 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 1736.73 ms [2022-04-14 09:15:22 main:574] : INFO : Epoch 1651 | loss: 0.0312338 | val_loss: 0.0312342 | Time: 1752.2 ms [2022-04-14 09:15:24 main:574] : INFO : Epoch 1652 | loss: 0.0312336 | val_loss: 0.0312344 | Time: 1764.28 ms [2022-04-14 09:15:26 main:574] : INFO : Epoch 1653 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 1728.48 ms [2022-04-14 09:15:28 main:574] : INFO : Epoch 1654 | loss: 0.0312339 | val_loss: 0.0312332 | Time: 1732.21 ms [2022-04-14 09:15:29 main:574] : INFO : Epoch 1655 | loss: 0.031233 | val_loss: 0.0312339 | Time: 1733.99 ms [2022-04-14 09:15:31 main:574] : INFO : Epoch 1656 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1722.79 ms [2022-04-14 09:15:33 main:574] : INFO : Epoch 1657 | loss: 0.0312331 | val_loss: 0.0312333 | Time: 1741.35 ms [2022-04-14 09:15:35 main:574] : INFO : Epoch 1658 | loss: 0.0312345 | val_loss: 0.0312351 | Time: 1766.65 ms [2022-04-14 09:15:36 main:574] : INFO : Epoch 1659 | loss: 0.0312326 | val_loss: 0.0312364 | Time: 1776.41 ms [2022-04-14 09:15:38 main:574] : INFO : Epoch 1660 | loss: 0.0312361 | val_loss: 0.0312384 | Time: 1759.51 ms [2022-04-14 09:15:40 main:574] : INFO : Epoch 1661 | loss: 0.031235 | val_loss: 0.031237 | Time: 1749.85 ms [2022-04-14 09:15:42 main:574] : INFO : Epoch 1662 | loss: 0.031234 | val_loss: 0.0312344 | Time: 1726.58 ms [2022-04-14 09:15:43 main:574] : INFO : Epoch 1663 | loss: 0.0312321 | val_loss: 0.0312343 | Time: 1734.19 ms [2022-04-14 09:15:45 main:574] : INFO : Epoch 1664 | loss: 0.0312334 | val_loss: 0.0312347 | Time: 1739.71 ms [2022-04-14 09:15:47 main:574] : INFO : Epoch 1665 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1735.04 ms [2022-04-14 09:15:49 main:574] : INFO : Epoch 1666 | loss: 0.0312326 | val_loss: 0.031234 | Time: 1733.66 ms [2022-04-14 09:15:50 main:574] : INFO : Epoch 1667 | loss: 0.0312335 | val_loss: 0.0312446 | Time: 1725.27 ms [2022-04-14 09:15:52 main:574] : INFO : Epoch 1668 | loss: 0.0312374 | val_loss: 0.0312377 | Time: 1727.42 ms [2022-04-14 09:15:54 main:574] : INFO : Epoch 1669 | loss: 0.0312326 | val_loss: 0.0312344 | Time: 1739.27 ms [2022-04-14 09:15:56 main:574] : INFO : Epoch 1670 | loss: 0.0312323 | val_loss: 0.0312409 | Time: 1726.58 ms [2022-04-14 09:15:57 main:574] : INFO : Epoch 1671 | loss: 0.0312366 | val_loss: 0.0312392 | Time: 1764.86 ms [2022-04-14 09:15:59 main:574] : INFO : Epoch 1672 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 1779.23 ms [2022-04-14 09:16:01 main:574] : INFO : Epoch 1673 | loss: 0.0312316 | val_loss: 0.0312338 | Time: 1769.98 ms [2022-04-14 09:16:03 main:574] : INFO : Epoch 1674 | loss: 0.0312346 | val_loss: 0.0312389 | Time: 1761.89 ms [2022-04-14 09:16:04 main:574] : INFO : Epoch 1675 | loss: 0.0312392 | val_loss: 0.0312378 | Time: 1736.12 ms [2022-04-14 09:16:06 main:574] : INFO : Epoch 1676 | loss: 0.0312347 | val_loss: 0.0312351 | Time: 1726.81 ms [2022-04-14 09:16:08 main:574] : INFO : Epoch 1677 | loss: 0.0312343 | val_loss: 0.0312336 | Time: 1722.45 ms [2022-04-14 09:16:10 main:574] : INFO : Epoch 1678 | loss: 0.0312326 | val_loss: 0.0312328 | Time: 1725.98 ms [2022-04-14 09:16:11 main:574] : INFO : Epoch 1679 | loss: 0.0312348 | val_loss: 0.0312347 | Time: 1751.79 ms [2022-04-14 09:16:13 main:574] : INFO : Epoch 1680 | loss: 0.0312331 | val_loss: 0.0312342 | Time: 1718.36 ms [2022-04-14 09:16:15 main:574] : INFO : Epoch 1681 | loss: 0.0312373 | val_loss: 0.0312334 | Time: 1744.98 ms [2022-04-14 09:16:17 main:574] : INFO : Epoch 1682 | loss: 0.0312361 | val_loss: 0.0312406 | Time: 1745.03 ms [2022-04-14 09:16:18 main:574] : INFO : Epoch 1683 | loss: 0.0312325 | val_loss: 0.0312345 | Time: 1751.83 ms [2022-04-14 09:16:20 main:574] : INFO : Epoch 1684 | loss: 0.0312305 | val_loss: 0.031232 | Time: 1736.46 ms [2022-04-14 09:16:22 main:574] : INFO : Epoch 1685 | loss: 0.0312316 | val_loss: 0.0312327 | Time: 1762.97 ms [2022-04-14 09:16:24 main:574] : INFO : Epoch 1686 | loss: 0.0312305 | val_loss: 0.0312325 | Time: 1735.15 ms [2022-04-14 09:16:25 main:574] : INFO : Epoch 1687 | loss: 0.0312314 | val_loss: 0.0312331 | Time: 1729.04 ms [2022-04-14 09:16:27 main:574] : INFO : Epoch 1688 | loss: 0.0312308 | val_loss: 0.0312357 | Time: 1731.44 ms [2022-04-14 09:16:29 main:574] : INFO : Epoch 1689 | loss: 0.031232 | val_loss: 0.0312314 | Time: 1727.48 ms [2022-04-14 09:16:31 main:574] : INFO : Epoch 1690 | loss: 0.0312326 | val_loss: 0.0312376 | Time: 1744.09 ms [2022-04-14 09:16:32 main:574] : INFO : Epoch 1691 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 1723.3 ms [2022-04-14 09:16:34 main:574] : INFO : Epoch 1692 | loss: 0.0312316 | val_loss: 0.0312338 | Time: 1738.19 ms [2022-04-14 09:16:36 main:574] : INFO : Epoch 1693 | loss: 0.0312316 | val_loss: 0.0312342 | Time: 1740.22 ms [2022-04-14 09:16:38 main:574] : INFO : Epoch 1694 | loss: 0.0312327 | val_loss: 0.0312323 | Time: 1792.97 ms [2022-04-14 09:16:39 main:574] : INFO : Epoch 1695 | loss: 0.031231 | val_loss: 0.0312328 | Time: 1779.04 ms [2022-04-14 09:16:41 main:574] : INFO : Epoch 1696 | loss: 0.0312317 | val_loss: 0.0312337 | Time: 1792.75 ms [2022-04-14 09:16:43 main:574] : INFO : Epoch 1697 | loss: 0.0312306 | val_loss: 0.0312306 | Time: 1762.21 ms [2022-04-14 09:16:45 main:574] : INFO : Epoch 1698 | loss: 0.0312314 | val_loss: 0.0312361 | Time: 1776.79 ms [2022-04-14 09:16:47 main:574] : INFO : Epoch 1699 | loss: 0.0312367 | val_loss: 0.0312382 | Time: 1763.07 ms [2022-04-14 09:16:48 main:574] : INFO : Epoch 1700 | loss: 0.0312317 | val_loss: 0.0312352 | Time: 1731.14 ms [2022-04-14 09:16:50 main:574] : INFO : Epoch 1701 | loss: 0.0312319 | val_loss: 0.0312331 | Time: 1728.37 ms [2022-04-14 09:16:52 main:574] : INFO : Epoch 1702 | loss: 0.0312316 | val_loss: 0.0312328 | Time: 1753.91 ms [2022-04-14 09:16:54 main:574] : INFO : Epoch 1703 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 1729.99 ms [2022-04-14 09:16:55 main:574] : INFO : Epoch 1704 | loss: 0.0312315 | val_loss: 0.0312314 | Time: 1736.15 ms [2022-04-14 09:16:57 main:574] : INFO : Epoch 1705 | loss: 0.0312314 | val_loss: 0.0312324 | Time: 1733.81 ms [2022-04-14 09:16:59 main:574] : INFO : Epoch 1706 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 1751.05 ms [2022-04-14 09:17:01 main:574] : INFO : Epoch 1707 | loss: 0.0312293 | val_loss: 0.0312306 | Time: 1738.37 ms [2022-04-14 09:17:02 main:574] : INFO : Epoch 1708 | loss: 0.0312316 | val_loss: 0.0312317 | Time: 1738.26 ms [2022-04-14 09:17:04 main:574] : INFO : Epoch 1709 | loss: 0.0312307 | val_loss: 0.0312381 | Time: 1751.31 ms [2022-04-14 09:17:06 main:574] : INFO : Epoch 1710 | loss: 0.0312312 | val_loss: 0.0312308 | Time: 1721.09 ms [2022-04-14 09:17:08 main:574] : INFO : Epoch 1711 | loss: 0.0312298 | val_loss: 0.0312315 | Time: 1739.59 ms [2022-04-14 09:17:09 main:574] : INFO : Epoch 1712 | loss: 0.0312296 | val_loss: 0.0312299 | Time: 1739.34 ms [2022-04-14 09:17:11 main:574] : INFO : Epoch 1713 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 1728.97 ms [2022-04-14 09:17:13 main:574] : INFO : Epoch 1714 | loss: 0.0312313 | val_loss: 0.0312322 | Time: 1716.18 ms [2022-04-14 09:17:15 main:574] : INFO : Epoch 1715 | loss: 0.0312332 | val_loss: 0.0312362 | Time: 1743.91 ms [2022-04-14 09:17:16 main:574] : INFO : Epoch 1716 | loss: 0.0312322 | val_loss: 0.0312306 | Time: 1727.26 ms [2022-04-14 09:17:18 main:574] : INFO : Epoch 1717 | loss: 0.0312299 | val_loss: 0.0312309 | Time: 1741.07 ms [2022-04-14 09:17:20 main:574] : INFO : Epoch 1718 | loss: 0.0312331 | val_loss: 0.0312337 | Time: 1727.59 ms [2022-04-14 09:17:21 main:574] : INFO : Epoch 1719 | loss: 0.0312338 | val_loss: 0.0312358 | Time: 1752.65 ms [2022-04-14 09:17:23 main:574] : INFO : Epoch 1720 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1772.68 ms [2022-04-14 09:17:25 main:574] : INFO : Epoch 1721 | loss: 0.0312307 | val_loss: 0.03123 | Time: 1761.52 ms [2022-04-14 09:17:27 main:574] : INFO : Epoch 1722 | loss: 0.0312329 | val_loss: 0.0312349 | Time: 1805.12 ms [2022-04-14 09:17:29 main:574] : INFO : Epoch 1723 | loss: 0.0312312 | val_loss: 0.0312319 | Time: 1789.06 ms [2022-04-14 09:17:30 main:574] : INFO : Epoch 1724 | loss: 0.0312304 | val_loss: 0.0312298 | Time: 1732.56 ms [2022-04-14 09:17:32 main:574] : INFO : Epoch 1725 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 1726.98 ms [2022-04-14 09:17:34 main:574] : INFO : Epoch 1726 | loss: 0.0312294 | val_loss: 0.0312382 | Time: 1721.84 ms [2022-04-14 09:17:36 main:574] : INFO : Epoch 1727 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 1738.79 ms [2022-04-14 09:17:37 main:574] : INFO : Epoch 1728 | loss: 0.0312293 | val_loss: 0.0312292 | Time: 1737.86 ms [2022-04-14 09:17:39 main:574] : INFO : Epoch 1729 | loss: 0.0312285 | val_loss: 0.0312295 | Time: 1768.8 ms [2022-04-14 09:17:41 main:574] : INFO : Epoch 1730 | loss: 0.03123 | val_loss: 0.0312359 | Time: 1756.68 ms [2022-04-14 09:17:43 main:574] : INFO : Epoch 1731 | loss: 0.0312315 | val_loss: 0.0312296 | Time: 1740.48 ms [2022-04-14 09:17:44 main:574] : INFO : Epoch 1732 | loss: 0.031229 | val_loss: 0.0312313 | Time: 1733.1 ms [2022-04-14 09:17:46 main:574] : INFO : Epoch 1733 | loss: 0.0312304 | val_loss: 0.0312296 | Time: 1728.08 ms [2022-04-14 09:17:48 main:574] : INFO : Epoch 1734 | loss: 0.0312327 | val_loss: 0.0312346 | Time: 1793.83 ms [2022-04-14 09:17:50 main:574] : INFO : Epoch 1735 | loss: 0.0312305 | val_loss: 0.0312335 | Time: 1739.67 ms [2022-04-14 09:17:51 main:574] : INFO : Epoch 1736 | loss: 0.0312297 | val_loss: 0.0312294 | Time: 1804.68 ms [2022-04-14 09:17:53 main:574] : INFO : Epoch 1737 | loss: 0.0312278 | val_loss: 0.0312297 | Time: 1747.73 ms [2022-04-14 09:17:55 main:574] : INFO : Epoch 1738 | loss: 0.0312287 | val_loss: 0.0312296 | Time: 1727.99 ms [2022-04-14 09:17:57 main:574] : INFO : Epoch 1739 | loss: 0.0312299 | val_loss: 0.0312358 | Time: 1726.16 ms [2022-04-14 09:17:58 main:574] : INFO : Epoch 1740 | loss: 0.0312313 | val_loss: 0.031232 | Time: 1739.64 ms [2022-04-14 09:18:00 main:574] : INFO : Epoch 1741 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 1752.24 ms [2022-04-14 09:18:02 main:574] : INFO : Epoch 1742 | loss: 0.0312282 | val_loss: 0.031232 | Time: 1717.29 ms [2022-04-14 09:18:04 main:574] : INFO : Epoch 1743 | loss: 0.0312293 | val_loss: 0.0312304 | Time: 1732.76 ms [2022-04-14 09:18:05 main:574] : INFO : Epoch 1744 | loss: 0.0312279 | val_loss: 0.0312293 | Time: 1722.89 ms [2022-04-14 09:18:07 main:574] : INFO : Epoch 1745 | loss: 0.0312286 | val_loss: 0.0312346 | Time: 1734.53 ms [2022-04-14 09:18:09 main:574] : INFO : Epoch 1746 | loss: 0.0312291 | val_loss: 0.0312329 | Time: 1725.21 ms [2022-04-14 09:18:11 main:574] : INFO : Epoch 1747 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 1720.21 ms [2022-04-14 09:18:12 main:574] : INFO : Epoch 1748 | loss: 0.0312287 | val_loss: 0.0312286 | Time: 1740.18 ms [2022-04-14 09:18:14 main:574] : INFO : Epoch 1749 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 1727.12 ms [2022-04-14 09:18:16 main:574] : INFO : Epoch 1750 | loss: 0.0312277 | val_loss: 0.0312297 | Time: 1741.26 ms [2022-04-14 09:18:18 main:574] : INFO : Epoch 1751 | loss: 0.0312277 | val_loss: 0.0312299 | Time: 1736.89 ms [2022-04-14 09:18:19 main:574] : INFO : Epoch 1752 | loss: 0.0312292 | val_loss: 0.0312298 | Time: 1719.73 ms [2022-04-14 09:18:21 main:574] : INFO : Epoch 1753 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 1738.93 ms [2022-04-14 09:18:23 main:574] : INFO : Epoch 1754 | loss: 0.0312339 | val_loss: 0.0312336 | Time: 1724.45 ms [2022-04-14 09:18:25 main:574] : INFO : Epoch 1755 | loss: 0.031231 | val_loss: 0.0312321 | Time: 1716.4 ms [2022-04-14 09:18:26 main:574] : INFO : Epoch 1756 | loss: 0.0312303 | val_loss: 0.0312282 | Time: 1741.76 ms [2022-04-14 09:18:28 main:574] : INFO : Epoch 1757 | loss: 0.0312273 | val_loss: 0.031229 | Time: 1725.01 ms [2022-04-14 09:18:30 main:574] : INFO : Epoch 1758 | loss: 0.0312289 | val_loss: 0.0312277 | Time: 1738.54 ms [2022-04-14 09:18:32 main:574] : INFO : Epoch 1759 | loss: 0.0312274 | val_loss: 0.031229 | Time: 1734.27 ms [2022-04-14 09:18:33 main:574] : INFO : Epoch 1760 | loss: 0.0312294 | val_loss: 0.0312283 | Time: 1731.53 ms [2022-04-14 09:18:35 main:574] : INFO : Epoch 1761 | loss: 0.0312291 | val_loss: 0.0312294 | Time: 1734.39 ms [2022-04-14 09:18:37 main:574] : INFO : Epoch 1762 | loss: 0.0312293 | val_loss: 0.0312286 | Time: 1747.2 ms [2022-04-14 09:18:38 main:574] : INFO : Epoch 1763 | loss: 0.0312285 | val_loss: 0.0312282 | Time: 1727.48 ms [2022-04-14 09:18:40 main:574] : INFO : Epoch 1764 | loss: 0.0312298 | val_loss: 0.0312317 | Time: 1733.21 ms [2022-04-14 09:18:42 main:574] : INFO : Epoch 1765 | loss: 0.0312294 | val_loss: 0.0312303 | Time: 1733.18 ms [2022-04-14 09:18:44 main:574] : INFO : Epoch 1766 | loss: 0.0312279 | val_loss: 0.0312286 | Time: 1722.88 ms [2022-04-14 09:18:45 main:574] : INFO : Epoch 1767 | loss: 0.0312271 | val_loss: 0.0312297 | Time: 1722.27 ms [2022-04-14 09:18:47 main:574] : INFO : Epoch 1768 | loss: 0.0312278 | val_loss: 0.0312285 | Time: 1745.92 ms [2022-04-14 09:18:49 main:574] : INFO : Epoch 1769 | loss: 0.0312282 | val_loss: 0.0312291 | Time: 1718.3 ms [2022-04-14 09:18:51 main:574] : INFO : Epoch 1770 | loss: 0.0312275 | val_loss: 0.0312345 | Time: 1732.23 ms [2022-04-14 09:18:52 main:574] : INFO : Epoch 1771 | loss: 0.0312322 | val_loss: 0.0312394 | Time: 1731.41 ms [2022-04-14 09:18:54 main:574] : INFO : Epoch 1772 | loss: 0.0312306 | val_loss: 0.0312312 | Time: 1775.69 ms [2022-04-14 09:18:56 main:574] : INFO : Epoch 1773 | loss: 0.0312295 | val_loss: 0.0312296 | Time: 1749.24 ms [2022-04-14 09:18:58 main:574] : INFO : Epoch 1774 | loss: 0.0312289 | val_loss: 0.03123 | Time: 1767.2 ms [2022-04-14 09:18:59 main:574] : INFO : Epoch 1775 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 1728.85 ms [2022-04-14 09:19:01 main:574] : INFO : Epoch 1776 | loss: 0.0312321 | val_loss: 0.0312451 | Time: 1726.84 ms [2022-04-14 09:19:03 main:574] : INFO : Epoch 1777 | loss: 0.0312339 | val_loss: 0.0312341 | Time: 1724.71 ms [2022-04-14 09:19:05 main:574] : INFO : Epoch 1778 | loss: 0.0312281 | val_loss: 0.0312295 | Time: 1727.66 ms [2022-04-14 09:19:06 main:574] : INFO : Epoch 1779 | loss: 0.0312273 | val_loss: 0.031229 | Time: 1727.37 ms [2022-04-14 09:19:08 main:574] : INFO : Epoch 1780 | loss: 0.031227 | val_loss: 0.0312273 | Time: 1761.4 ms [2022-04-14 09:19:10 main:574] : INFO : Epoch 1781 | loss: 0.0312268 | val_loss: 0.0312282 | Time: 1741.79 ms [2022-04-14 09:19:12 main:574] : INFO : Epoch 1782 | loss: 0.0312278 | val_loss: 0.0312361 | Time: 1770.83 ms [2022-04-14 09:19:14 main:574] : INFO : Epoch 1783 | loss: 0.031231 | val_loss: 0.0312363 | Time: 2031.62 ms [2022-04-14 09:19:16 main:574] : INFO : Epoch 1784 | loss: 0.0312296 | val_loss: 0.0312269 | Time: 1849.37 ms [2022-04-14 09:19:17 main:574] : INFO : Epoch 1785 | loss: 0.031228 | val_loss: 0.0312295 | Time: 1792.86 ms [2022-04-14 09:19:19 main:574] : INFO : Epoch 1786 | loss: 0.031228 | val_loss: 0.0312262 | Time: 1738.12 ms [2022-04-14 09:19:21 main:574] : INFO : Epoch 1787 | loss: 0.0312263 | val_loss: 0.0312287 | Time: 1732.1 ms [2022-04-14 09:19:23 main:574] : INFO : Epoch 1788 | loss: 0.0312278 | val_loss: 0.0312251 | Time: 1750.93 ms [2022-04-14 09:19:24 main:574] : INFO : Epoch 1789 | loss: 0.0312273 | val_loss: 0.0312276 | Time: 1748.88 ms [2022-04-14 09:19:26 main:574] : INFO : Epoch 1790 | loss: 0.0312267 | val_loss: 0.031227 | Time: 1741.66 ms [2022-04-14 09:19:28 main:574] : INFO : Epoch 1791 | loss: 0.0312283 | val_loss: 0.0312316 | Time: 1732.42 ms [2022-04-14 09:19:30 main:574] : INFO : Epoch 1792 | loss: 0.0312296 | val_loss: 0.0312275 | Time: 1741.62 ms [2022-04-14 09:19:31 main:574] : INFO : Epoch 1793 | loss: 0.0312263 | val_loss: 0.0312264 | Time: 1715.98 ms [2022-04-14 09:19:33 main:574] : INFO : Epoch 1794 | loss: 0.0312275 | val_loss: 0.031227 | Time: 1727.37 ms [2022-04-14 09:19:35 main:574] : INFO : Epoch 1795 | loss: 0.0312321 | val_loss: 0.0312265 | Time: 1736.13 ms [2022-04-14 09:19:37 main:574] : INFO : Epoch 1796 | loss: 0.0312261 | val_loss: 0.031227 | Time: 1731.22 ms [2022-04-14 09:19:38 main:574] : INFO : Epoch 1797 | loss: 0.0312271 | val_loss: 0.0312301 | Time: 1738.54 ms [2022-04-14 09:19:40 main:574] : INFO : Epoch 1798 | loss: 0.0312267 | val_loss: 0.0312276 | Time: 1728.9 ms [2022-04-14 09:19:42 main:574] : INFO : Epoch 1799 | loss: 0.0312264 | val_loss: 0.0312273 | Time: 1780.58 ms [2022-04-14 09:19:44 main:574] : INFO : Epoch 1800 | loss: 0.031227 | val_loss: 0.031228 | Time: 1778.97 ms [2022-04-14 09:19:45 main:574] : INFO : Epoch 1801 | loss: 0.0312262 | val_loss: 0.0312261 | Time: 1756.79 ms [2022-04-14 09:19:47 main:574] : INFO : Epoch 1802 | loss: 0.0312254 | val_loss: 0.0312248 | Time: 1746.5 ms [2022-04-14 09:19:49 main:574] : INFO : Epoch 1803 | loss: 0.0312261 | val_loss: 0.031227 | Time: 1861.37 ms [2022-04-14 09:19:51 main:574] : INFO : Epoch 1804 | loss: 0.0312296 | val_loss: 0.0312346 | Time: 1826.58 ms [2022-04-14 09:19:53 main:574] : INFO : Epoch 1805 | loss: 0.0312288 | val_loss: 0.0312258 | Time: 1829.78 ms [2022-04-14 09:19:54 main:574] : INFO : Epoch 1806 | loss: 0.0312262 | val_loss: 0.031226 | Time: 1784.65 ms [2022-04-14 09:19:56 main:574] : INFO : Epoch 1807 | loss: 0.0312267 | val_loss: 0.0312261 | Time: 1738.81 ms [2022-04-14 09:19:58 main:574] : INFO : Epoch 1808 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1732.17 ms [2022-04-14 09:20:00 main:574] : INFO : Epoch 1809 | loss: 0.0312254 | val_loss: 0.031228 | Time: 1789.69 ms [2022-04-14 09:20:02 main:574] : INFO : Epoch 1810 | loss: 0.0312256 | val_loss: 0.0312261 | Time: 1899.77 ms [2022-04-14 09:20:03 main:574] : INFO : Epoch 1811 | loss: 0.0312271 | val_loss: 0.0312259 | Time: 1774.06 ms [2022-04-14 09:20:05 main:574] : INFO : Epoch 1812 | loss: 0.0312257 | val_loss: 0.0312254 | Time: 1764.48 ms [2022-04-14 09:20:07 main:574] : INFO : Epoch 1813 | loss: 0.0312255 | val_loss: 0.0312257 | Time: 1740.77 ms [2022-04-14 09:20:09 main:574] : INFO : Epoch 1814 | loss: 0.0312259 | val_loss: 0.0312253 | Time: 1751.44 ms [2022-04-14 09:20:10 main:574] : INFO : Epoch 1815 | loss: 0.031226 | val_loss: 0.0312259 | Time: 1739.66 ms [2022-04-14 09:20:12 main:574] : INFO : Epoch 1816 | loss: 0.0312253 | val_loss: 0.0312284 | Time: 1742.22 ms [2022-04-14 09:20:14 main:574] : INFO : Epoch 1817 | loss: 0.0312266 | val_loss: 0.0312317 | Time: 1743.08 ms [2022-04-14 09:20:16 main:574] : INFO : Epoch 1818 | loss: 0.0312295 | val_loss: 0.0312278 | Time: 1743.81 ms [2022-04-14 09:20:17 main:574] : INFO : Epoch 1819 | loss: 0.0312283 | val_loss: 0.0312303 | Time: 1749.68 ms [2022-04-14 09:20:19 main:574] : INFO : Epoch 1820 | loss: 0.0312271 | val_loss: 0.0312274 | Time: 1737.11 ms [2022-04-14 09:20:21 main:574] : INFO : Epoch 1821 | loss: 0.0312267 | val_loss: 0.0312273 | Time: 1733.89 ms [2022-04-14 09:20:23 main:574] : INFO : Epoch 1822 | loss: 0.0312264 | val_loss: 0.0312252 | Time: 1736.09 ms [2022-04-14 09:20:24 main:574] : INFO : Epoch 1823 | loss: 0.0312251 | val_loss: 0.0312277 | Time: 1750.25 ms [2022-04-14 09:20:26 main:574] : INFO : Epoch 1824 | loss: 0.0312273 | val_loss: 0.0312257 | Time: 1742.03 ms [2022-04-14 09:20:28 main:574] : INFO : Epoch 1825 | loss: 0.0312255 | val_loss: 0.0312266 | Time: 1739.03 ms [2022-04-14 09:20:30 main:574] : INFO : Epoch 1826 | loss: 0.0312251 | val_loss: 0.0312271 | Time: 1734.01 ms [2022-04-14 09:20:31 main:574] : INFO : Epoch 1827 | loss: 0.0312291 | val_loss: 0.0312251 | Time: 1743.65 ms [2022-04-14 09:20:33 main:574] : INFO : Epoch 1828 | loss: 0.031225 | val_loss: 0.0312271 | Time: 1731.81 ms [2022-04-14 09:20:35 main:574] : INFO : Epoch 1829 | loss: 0.0312279 | val_loss: 0.031232 | Time: 1747.94 ms [2022-04-14 09:20:37 main:574] : INFO : Epoch 1830 | loss: 0.0312252 | val_loss: 0.0312271 | Time: 1744.6 ms [2022-04-14 09:20:38 main:574] : INFO : Epoch 1831 | loss: 0.0312245 | val_loss: 0.0312276 | Time: 1767.08 ms [2022-04-14 09:20:40 main:574] : INFO : Epoch 1832 | loss: 0.0312263 | val_loss: 0.0312276 | Time: 1751.47 ms [2022-04-14 09:20:42 main:574] : INFO : Epoch 1833 | loss: 0.0312245 | val_loss: 0.0312249 | Time: 1756.91 ms [2022-04-14 09:20:44 main:574] : INFO : Epoch 1834 | loss: 0.0312248 | val_loss: 0.0312265 | Time: 1726.64 ms [2022-04-14 09:20:45 main:574] : INFO : Epoch 1835 | loss: 0.0312255 | val_loss: 0.0312275 | Time: 1723 ms [2022-04-14 09:20:47 main:574] : INFO : Epoch 1836 | loss: 0.031228 | val_loss: 0.0312266 | Time: 1759.59 ms [2022-04-14 09:20:49 main:574] : INFO : Epoch 1837 | loss: 0.0312244 | val_loss: 0.0312304 | Time: 1717.2 ms [2022-04-14 09:20:51 main:574] : INFO : Epoch 1838 | loss: 0.0312256 | val_loss: 0.0312256 | Time: 1720.83 ms [2022-04-14 09:20:52 main:574] : INFO : Epoch 1839 | loss: 0.0312249 | val_loss: 0.0312283 | Time: 1743.07 ms [2022-04-14 09:20:54 main:574] : INFO : Epoch 1840 | loss: 0.031227 | val_loss: 0.0312272 | Time: 1732.54 ms [2022-04-14 09:20:56 main:574] : INFO : Epoch 1841 | loss: 0.0312257 | val_loss: 0.0312293 | Time: 1736.22 ms [2022-04-14 09:20:58 main:574] : INFO : Epoch 1842 | loss: 0.0312262 | val_loss: 0.0312263 | Time: 1740.5 ms [2022-04-14 09:20:59 main:574] : INFO : Epoch 1843 | loss: 0.0312267 | val_loss: 0.0312266 | Time: 1719.1 ms [2022-04-14 09:21:01 main:574] : INFO : Epoch 1844 | loss: 0.0312252 | val_loss: 0.0312277 | Time: 1751.59 ms [2022-04-14 09:21:03 main:574] : INFO : Epoch 1845 | loss: 0.0312276 | val_loss: 0.0312246 | Time: 1726.95 ms [2022-04-14 09:21:05 main:574] : INFO : Epoch 1846 | loss: 0.031226 | val_loss: 0.0312282 | Time: 1729.94 ms [2022-04-14 09:21:06 main:574] : INFO : Epoch 1847 | loss: 0.0312255 | val_loss: 0.0312246 | Time: 1801.19 ms [2022-04-14 09:21:08 main:574] : INFO : Epoch 1848 | loss: 0.031225 | val_loss: 0.0312266 | Time: 1893.77 ms [2022-04-14 09:21:10 main:574] : INFO : Epoch 1849 | loss: 0.0312251 | val_loss: 0.0312243 | Time: 1820.86 ms [2022-04-14 09:21:12 main:574] : INFO : Epoch 1850 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 1727.76 ms [2022-04-14 09:21:14 main:574] : INFO : Epoch 1851 | loss: 0.0312249 | val_loss: 0.0312271 | Time: 1791.44 ms [2022-04-14 09:21:15 main:574] : INFO : Epoch 1852 | loss: 0.0312267 | val_loss: 0.0312256 | Time: 1741.96 ms [2022-04-14 09:21:17 main:574] : INFO : Epoch 1853 | loss: 0.0312237 | val_loss: 0.0312243 | Time: 1734.53 ms [2022-04-14 09:21:19 main:574] : INFO : Epoch 1854 | loss: 0.0312243 | val_loss: 0.0312255 | Time: 1727.49 ms [2022-04-14 09:21:21 main:574] : INFO : Epoch 1855 | loss: 0.0312251 | val_loss: 0.0312285 | Time: 1744.82 ms [2022-04-14 09:21:22 main:574] : INFO : Epoch 1856 | loss: 0.0312285 | val_loss: 0.0312258 | Time: 1743.6 ms [2022-04-14 09:21:24 main:574] : INFO : Epoch 1857 | loss: 0.0312263 | val_loss: 0.0312324 | Time: 1735.3 ms [2022-04-14 09:21:26 main:574] : INFO : Epoch 1858 | loss: 0.0312288 | val_loss: 0.031225 | Time: 1728.04 ms [2022-04-14 09:21:28 main:574] : INFO : Epoch 1859 | loss: 0.0312288 | val_loss: 0.0312237 | Time: 1736.05 ms [2022-04-14 09:21:29 main:574] : INFO : Epoch 1860 | loss: 0.031229 | val_loss: 0.0312354 | Time: 1743.21 ms [2022-04-14 09:21:31 main:574] : INFO : Epoch 1861 | loss: 0.0312311 | val_loss: 0.0312273 | Time: 1752.36 ms [2022-04-14 09:21:33 main:574] : INFO : Epoch 1862 | loss: 0.0312251 | val_loss: 0.0312258 | Time: 1749.86 ms [2022-04-14 09:21:35 main:574] : INFO : Epoch 1863 | loss: 0.031224 | val_loss: 0.0312242 | Time: 1744.83 ms [2022-04-14 09:21:36 main:574] : INFO : Epoch 1864 | loss: 0.0312245 | val_loss: 0.0312246 | Time: 1744.2 ms [2022-04-14 09:21:38 main:574] : INFO : Epoch 1865 | loss: 0.0312241 | val_loss: 0.031227 | Time: 1739.43 ms [2022-04-14 09:21:40 main:574] : INFO : Epoch 1866 | loss: 0.0312249 | val_loss: 0.0312267 | Time: 1744.45 ms [2022-04-14 09:21:42 main:574] : INFO : Epoch 1867 | loss: 0.0312251 | val_loss: 0.0312242 | Time: 1741.61 ms [2022-04-14 09:21:43 main:574] : INFO : Epoch 1868 | loss: 0.0312238 | val_loss: 0.0312271 | Time: 1730.14 ms [2022-04-14 09:21:45 main:574] : INFO : Epoch 1869 | loss: 0.0312258 | val_loss: 0.0312315 | Time: 1753.26 ms [2022-04-14 09:21:47 main:574] : INFO : Epoch 1870 | loss: 0.0312273 | val_loss: 0.0312274 | Time: 1787.34 ms [2022-04-14 09:21:49 main:574] : INFO : Epoch 1871 | loss: 0.0312258 | val_loss: 0.0312246 | Time: 1845.56 ms [2022-04-14 09:21:51 main:574] : INFO : Epoch 1872 | loss: 0.0312243 | val_loss: 0.0312249 | Time: 1808.3 ms [2022-04-14 09:21:52 main:574] : INFO : Epoch 1873 | loss: 0.0312237 | val_loss: 0.0312258 | Time: 1753.33 ms [2022-04-14 09:21:54 main:574] : INFO : Epoch 1874 | loss: 0.0312233 | val_loss: 0.031225 | Time: 1745.2 ms [2022-04-14 09:21:56 main:574] : INFO : Epoch 1875 | loss: 0.0312237 | val_loss: 0.031224 | Time: 1772.4 ms [2022-04-14 09:21:58 main:574] : INFO : Epoch 1876 | loss: 0.0312237 | val_loss: 0.0312232 | Time: 1767.01 ms [2022-04-14 09:21:59 main:574] : INFO : Epoch 1877 | loss: 0.0312239 | val_loss: 0.0312271 | Time: 1734.38 ms [2022-04-14 09:22:01 main:574] : INFO : Epoch 1878 | loss: 0.0312243 | val_loss: 0.0312239 | Time: 1743.06 ms [2022-04-14 09:22:03 main:574] : INFO : Epoch 1879 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 1732.08 ms [2022-04-14 09:22:05 main:574] : INFO : Epoch 1880 | loss: 0.0312263 | val_loss: 0.0312276 | Time: 1740.86 ms [2022-04-14 09:22:06 main:574] : INFO : Epoch 1881 | loss: 0.0312253 | val_loss: 0.0312253 | Time: 1784.85 ms [2022-04-14 09:22:08 main:574] : INFO : Epoch 1882 | loss: 0.0312251 | val_loss: 0.0312259 | Time: 1755.09 ms [2022-04-14 09:22:10 main:574] : INFO : Epoch 1883 | loss: 0.031225 | val_loss: 0.0312311 | Time: 1722.61 ms [2022-04-14 09:22:12 main:574] : INFO : Epoch 1884 | loss: 0.0312272 | val_loss: 0.0312367 | Time: 1780.94 ms [2022-04-14 09:22:14 main:574] : INFO : Epoch 1885 | loss: 0.0312314 | val_loss: 0.0312271 | Time: 1767.86 ms [2022-04-14 09:22:15 main:574] : INFO : Epoch 1886 | loss: 0.0312256 | val_loss: 0.0312243 | Time: 1760.57 ms [2022-04-14 09:22:17 main:574] : INFO : Epoch 1887 | loss: 0.0312244 | val_loss: 0.0312259 | Time: 1726.95 ms [2022-04-14 09:22:19 main:574] : INFO : Epoch 1888 | loss: 0.031226 | val_loss: 0.0312284 | Time: 1740.46 ms [2022-04-14 09:22:21 main:574] : INFO : Epoch 1889 | loss: 0.0312249 | val_loss: 0.0312247 | Time: 1725.46 ms [2022-04-14 09:22:22 main:574] : INFO : Epoch 1890 | loss: 0.0312268 | val_loss: 0.0312267 | Time: 1738.31 ms [2022-04-14 09:22:24 main:574] : INFO : Epoch 1891 | loss: 0.0312251 | val_loss: 0.0312232 | Time: 1719.27 ms [2022-04-14 09:22:26 main:574] : INFO : Epoch 1892 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 1737.55 ms [2022-04-14 09:22:27 main:574] : INFO : Epoch 1893 | loss: 0.0312237 | val_loss: 0.031226 | Time: 1726.81 ms [2022-04-14 09:22:29 main:574] : INFO : Epoch 1894 | loss: 0.031224 | val_loss: 0.0312243 | Time: 1742.08 ms [2022-04-14 09:22:31 main:574] : INFO : Epoch 1895 | loss: 0.0312245 | val_loss: 0.0312237 | Time: 1723.01 ms [2022-04-14 09:22:33 main:574] : INFO : Epoch 1896 | loss: 0.031224 | val_loss: 0.0312249 | Time: 1739.18 ms [2022-04-14 09:22:34 main:574] : INFO : Epoch 1897 | loss: 0.0312241 | val_loss: 0.0312243 | Time: 1730.14 ms [2022-04-14 09:22:36 main:574] : INFO : Epoch 1898 | loss: 0.0312238 | val_loss: 0.0312236 | Time: 1720.89 ms [2022-04-14 09:22:38 main:574] : INFO : Epoch 1899 | loss: 0.0312232 | val_loss: 0.031224 | Time: 1747.71 ms [2022-04-14 09:22:40 main:574] : INFO : Epoch 1900 | loss: 0.0312241 | val_loss: 0.0312279 | Time: 1804.08 ms [2022-04-14 09:22:41 main:574] : INFO : Epoch 1901 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 1738.23 ms [2022-04-14 09:22:43 main:574] : INFO : Epoch 1902 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 1725.78 ms [2022-04-14 09:22:45 main:574] : INFO : Epoch 1903 | loss: 0.0312243 | val_loss: 0.0312253 | Time: 1735.73 ms [2022-04-14 09:22:47 main:574] : INFO : Epoch 1904 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 1737.17 ms [2022-04-14 09:22:48 main:574] : INFO : Epoch 1905 | loss: 0.0312235 | val_loss: 0.031225 | Time: 1730.74 ms [2022-04-14 09:22:50 main:574] : INFO : Epoch 1906 | loss: 0.0312251 | val_loss: 0.0312268 | Time: 1731.1 ms [2022-04-14 09:22:52 main:574] : INFO : Epoch 1907 | loss: 0.0312288 | val_loss: 0.0312249 | Time: 1735.09 ms [2022-04-14 09:22:54 main:574] : INFO : Epoch 1908 | loss: 0.0312281 | val_loss: 0.0312232 | Time: 1732.79 ms [2022-04-14 09:22:55 main:574] : INFO : Epoch 1909 | loss: 0.0312261 | val_loss: 0.0312367 | Time: 1723.46 ms [2022-04-14 09:22:57 main:574] : INFO : Epoch 1910 | loss: 0.0312276 | val_loss: 0.0312247 | Time: 1745.01 ms [2022-04-14 09:22:59 main:574] : INFO : Epoch 1911 | loss: 0.0312238 | val_loss: 0.0312253 | Time: 1751.1 ms [2022-04-14 09:23:01 main:574] : INFO : Epoch 1912 | loss: 0.0312243 | val_loss: 0.0312225 | Time: 1759.94 ms [2022-04-14 09:23:02 main:574] : INFO : Epoch 1913 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1722.34 ms [2022-04-14 09:23:04 main:574] : INFO : Epoch 1914 | loss: 0.0312225 | val_loss: 0.0312219 | Time: 1738.49 ms [2022-04-14 09:23:06 main:574] : INFO : Epoch 1915 | loss: 0.0312233 | val_loss: 0.0312232 | Time: 1744.67 ms [2022-04-14 09:23:08 main:574] : INFO : Epoch 1916 | loss: 0.0312251 | val_loss: 0.031225 | Time: 1738.05 ms [2022-04-14 09:23:09 main:574] : INFO : Epoch 1917 | loss: 0.0312231 | val_loss: 0.0312234 | Time: 1724.43 ms [2022-04-14 09:23:11 main:574] : INFO : Epoch 1918 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 1719.4 ms [2022-04-14 09:23:13 main:574] : INFO : Epoch 1919 | loss: 0.0312247 | val_loss: 0.0312243 | Time: 1728.67 ms [2022-04-14 09:23:15 main:574] : INFO : Epoch 1920 | loss: 0.0312227 | val_loss: 0.0312215 | Time: 1726.7 ms [2022-04-14 09:23:16 main:574] : INFO : Epoch 1921 | loss: 0.031223 | val_loss: 0.0312226 | Time: 1730.15 ms [2022-04-14 09:23:18 main:574] : INFO : Epoch 1922 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 1763.71 ms [2022-04-14 09:23:20 main:574] : INFO : Epoch 1923 | loss: 0.0312243 | val_loss: 0.0312295 | Time: 1757.88 ms [2022-04-14 09:23:22 main:574] : INFO : Epoch 1924 | loss: 0.031225 | val_loss: 0.0312242 | Time: 1779.85 ms [2022-04-14 09:23:23 main:574] : INFO : Epoch 1925 | loss: 0.0312238 | val_loss: 0.0312223 | Time: 1736 ms [2022-04-14 09:23:25 main:574] : INFO : Epoch 1926 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 1730.69 ms [2022-04-14 09:23:27 main:574] : INFO : Epoch 1927 | loss: 0.0312261 | val_loss: 0.0312283 | Time: 1747.15 ms [2022-04-14 09:23:29 main:574] : INFO : Epoch 1928 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 1734.57 ms [2022-04-14 09:23:30 main:574] : INFO : Epoch 1929 | loss: 0.0312226 | val_loss: 0.0312207 | Time: 1744.43 ms [2022-04-14 09:23:32 main:574] : INFO : Epoch 1930 | loss: 0.0312226 | val_loss: 0.0312221 | Time: 1728.64 ms [2022-04-14 09:23:34 main:574] : INFO : Epoch 1931 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 1721.33 ms [2022-04-14 09:23:36 main:574] : INFO : Epoch 1932 | loss: 0.0312217 | val_loss: 0.0312212 | Time: 1731.19 ms [2022-04-14 09:23:37 main:574] : INFO : Epoch 1933 | loss: 0.031222 | val_loss: 0.0312233 | Time: 1752.13 ms [2022-04-14 09:23:39 main:574] : INFO : Epoch 1934 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 1730.03 ms [2022-04-14 09:23:41 main:574] : INFO : Epoch 1935 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 1737.69 ms [2022-04-14 09:23:43 main:574] : INFO : Epoch 1936 | loss: 0.0312247 | val_loss: 0.0312262 | Time: 1730.89 ms [2022-04-14 09:23:44 main:574] : INFO : Epoch 1937 | loss: 0.0312295 | val_loss: 0.0312266 | Time: 1729.88 ms [2022-04-14 09:23:46 main:574] : INFO : Epoch 1938 | loss: 0.0312279 | val_loss: 0.0312273 | Time: 1719.91 ms [2022-04-14 09:23:48 main:574] : INFO : Epoch 1939 | loss: 0.0312262 | val_loss: 0.0312219 | Time: 1734.02 ms [2022-04-14 09:23:50 main:574] : INFO : Epoch 1940 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 1716.99 ms [2022-04-14 09:23:51 main:574] : INFO : Epoch 1941 | loss: 0.0312226 | val_loss: 0.031226 | Time: 1734.42 ms [2022-04-14 09:23:53 main:574] : INFO : Epoch 1942 | loss: 0.0312234 | val_loss: 0.0312266 | Time: 1738.87 ms [2022-04-14 09:23:55 main:574] : INFO : Epoch 1943 | loss: 0.0312246 | val_loss: 0.0312219 | Time: 1721.92 ms [2022-04-14 09:23:56 main:574] : INFO : Epoch 1944 | loss: 0.0312232 | val_loss: 0.0312225 | Time: 1718.04 ms [2022-04-14 09:23:58 main:574] : INFO : Epoch 1945 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 1742.04 ms [2022-04-14 09:24:00 main:574] : INFO : Epoch 1946 | loss: 0.0312228 | val_loss: 0.0312217 | Time: 1728.12 ms [2022-04-14 09:24:02 main:574] : INFO : Epoch 1947 | loss: 0.0312221 | val_loss: 0.0312224 | Time: 1740.67 ms [2022-04-14 09:24:03 main:574] : INFO : Epoch 1948 | loss: 0.0312239 | val_loss: 0.0312278 | Time: 1730.14 ms [2022-04-14 09:24:05 main:574] : INFO : Epoch 1949 | loss: 0.0312255 | val_loss: 0.0312272 | Time: 1729.35 ms [2022-04-14 09:24:07 main:574] : INFO : Epoch 1950 | loss: 0.0312272 | val_loss: 0.0312231 | Time: 1731.35 ms [2022-04-14 09:24:09 main:574] : INFO : Epoch 1951 | loss: 0.0312254 | val_loss: 0.0312243 | Time: 1743.46 ms [2022-04-14 09:24:10 main:574] : INFO : Epoch 1952 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 1728.46 ms [2022-04-14 09:24:12 main:574] : INFO : Epoch 1953 | loss: 0.0312232 | val_loss: 0.0312297 | Time: 1716.83 ms [2022-04-14 09:24:14 main:574] : INFO : Epoch 1954 | loss: 0.0312238 | val_loss: 0.0312246 | Time: 1731.78 ms [2022-04-14 09:24:16 main:574] : INFO : Epoch 1955 | loss: 0.0312224 | val_loss: 0.0312209 | Time: 1729.44 ms [2022-04-14 09:24:17 main:574] : INFO : Epoch 1956 | loss: 0.0312225 | val_loss: 0.0312311 | Time: 1722.99 ms [2022-04-14 09:24:19 main:574] : INFO : Epoch 1957 | loss: 0.0312242 | val_loss: 0.0312248 | Time: 1735.04 ms [2022-04-14 09:24:21 main:574] : INFO : Epoch 1958 | loss: 0.0312234 | val_loss: 0.0312211 | Time: 1737.84 ms [2022-04-14 09:24:23 main:574] : INFO : Epoch 1959 | loss: 0.0312213 | val_loss: 0.031221 | Time: 1752.66 ms [2022-04-14 09:24:24 main:574] : INFO : Epoch 1960 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 1801.62 ms [2022-04-14 09:24:26 main:574] : INFO : Epoch 1961 | loss: 0.0312226 | val_loss: 0.0312205 | Time: 1755.98 ms [2022-04-14 09:24:28 main:574] : INFO : Epoch 1962 | loss: 0.0312238 | val_loss: 0.0312234 | Time: 1784.32 ms [2022-04-14 09:24:30 main:574] : INFO : Epoch 1963 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 1782.01 ms [2022-04-14 09:24:32 main:574] : INFO : Epoch 1964 | loss: 0.0312219 | val_loss: 0.0312343 | Time: 1795.54 ms [2022-04-14 09:24:33 main:574] : INFO : Epoch 1965 | loss: 0.031226 | val_loss: 0.0312217 | Time: 1767.26 ms [2022-04-14 09:24:35 main:574] : INFO : Epoch 1966 | loss: 0.0312216 | val_loss: 0.0312226 | Time: 1763.4 ms [2022-04-14 09:24:37 main:574] : INFO : Epoch 1967 | loss: 0.0312234 | val_loss: 0.0312208 | Time: 1788.91 ms [2022-04-14 09:24:39 main:574] : INFO : Epoch 1968 | loss: 0.0312239 | val_loss: 0.0312257 | Time: 1806.16 ms [2022-04-14 09:24:40 main:574] : INFO : Epoch 1969 | loss: 0.031226 | val_loss: 0.0312288 | Time: 1763.23 ms [2022-04-14 09:24:42 main:574] : INFO : Epoch 1970 | loss: 0.0312258 | val_loss: 0.0312195 | Time: 1731.93 ms [2022-04-14 09:24:44 main:574] : INFO : Epoch 1971 | loss: 0.0312207 | val_loss: 0.0312189 | Time: 1731.15 ms [2022-04-14 09:24:46 main:574] : INFO : Epoch 1972 | loss: 0.0312204 | val_loss: 0.0312332 | Time: 1731.34 ms [2022-04-14 09:24:47 main:574] : INFO : Epoch 1973 | loss: 0.0312206 | val_loss: 0.0312273 | Time: 1740.77 ms [2022-04-14 09:24:49 main:574] : INFO : Epoch 1974 | loss: 0.0312208 | val_loss: 0.0312802 | Time: 1735.71 ms [2022-04-14 09:24:51 main:574] : INFO : Epoch 1975 | loss: 0.0312203 | val_loss: 0.0312332 | Time: 1743.93 ms [2022-04-14 09:24:53 main:574] : INFO : Epoch 1976 | loss: 0.0312195 | val_loss: 0.0312399 | Time: 1726.85 ms [2022-04-14 09:24:54 main:574] : INFO : Epoch 1977 | loss: 0.0312199 | val_loss: 0.0312735 | Time: 1730.52 ms [2022-04-14 09:24:56 main:574] : INFO : Epoch 1978 | loss: 0.0312197 | val_loss: 0.0312942 | Time: 1730.56 ms [2022-04-14 09:24:58 main:574] : INFO : Epoch 1979 | loss: 0.0312199 | val_loss: 0.0312888 | Time: 1724.43 ms [2022-04-14 09:25:00 main:574] : INFO : Epoch 1980 | loss: 0.0312192 | val_loss: 0.0312877 | Time: 1731.39 ms [2022-04-14 09:25:01 main:574] : INFO : Epoch 1981 | loss: 0.0312185 | val_loss: 0.0312639 | Time: 1724.86 ms [2022-04-14 09:25:03 main:574] : INFO : Epoch 1982 | loss: 0.0312212 | val_loss: 0.0312763 | Time: 1729.09 ms [2022-04-14 09:25:05 main:574] : INFO : Epoch 1983 | loss: 0.0312191 | val_loss: 0.0312176 | Time: 1748.79 ms [2022-04-14 09:25:07 main:574] : INFO : Epoch 1984 | loss: 0.0312187 | val_loss: 0.0312171 | Time: 1724.07 ms [2022-04-14 09:25:08 main:574] : INFO : Epoch 1985 | loss: 0.0312181 | val_loss: 0.0312157 | Time: 1736.03 ms [2022-04-14 09:25:10 main:574] : INFO : Epoch 1986 | loss: 0.0312182 | val_loss: 0.0312167 | Time: 1726.49 ms [2022-04-14 09:25:12 main:574] : INFO : Epoch 1987 | loss: 0.0312189 | val_loss: 0.0312169 | Time: 1735.79 ms [2022-04-14 09:25:14 main:574] : INFO : Epoch 1988 | loss: 0.0312181 | val_loss: 0.0312169 | Time: 1727.9 ms [2022-04-14 09:25:15 main:574] : INFO : Epoch 1989 | loss: 0.0312184 | val_loss: 0.0312177 | Time: 1742.78 ms [2022-04-14 09:25:17 main:574] : INFO : Epoch 1990 | loss: 0.0312191 | val_loss: 0.0312175 | Time: 1728.99 ms [2022-04-14 09:25:19 main:574] : INFO : Epoch 1991 | loss: 0.0312189 | val_loss: 0.0312148 | Time: 1734.11 ms [2022-04-14 09:25:21 main:574] : INFO : Epoch 1992 | loss: 0.0312206 | val_loss: 0.031218 | Time: 1721.56 ms [2022-04-14 09:25:22 main:574] : INFO : Epoch 1993 | loss: 0.0312183 | val_loss: 0.0312158 | Time: 1720.52 ms [2022-04-14 09:25:24 main:574] : INFO : Epoch 1994 | loss: 0.0312181 | val_loss: 0.0312156 | Time: 1726.77 ms [2022-04-14 09:25:26 main:574] : INFO : Epoch 1995 | loss: 0.031219 | val_loss: 0.0312151 | Time: 1734.21 ms [2022-04-14 09:25:28 main:574] : INFO : Epoch 1996 | loss: 0.0312175 | val_loss: 0.0312211 | Time: 1750.53 ms [2022-04-14 09:25:29 main:574] : INFO : Epoch 1997 | loss: 0.0312176 | val_loss: 0.0312155 | Time: 1777.05 ms [2022-04-14 09:25:31 main:574] : INFO : Epoch 1998 | loss: 0.0312174 | val_loss: 0.0312164 | Time: 1781.72 ms [2022-04-14 09:25:33 main:574] : INFO : Epoch 1999 | loss: 0.0312186 | val_loss: 0.0312213 | Time: 1742.61 ms [2022-04-14 09:25:35 main:574] : INFO : Epoch 2000 | loss: 0.0312202 | val_loss: 0.0312169 | Time: 1760.11 ms [2022-04-14 09:25:36 main:574] : INFO : Epoch 2001 | loss: 0.0312178 | val_loss: 0.0312153 | Time: 1738.95 ms [2022-04-14 09:25:38 main:574] : INFO : Epoch 2002 | loss: 0.0312172 | val_loss: 0.0312146 | Time: 1743.63 ms [2022-04-14 09:25:40 main:574] : INFO : Epoch 2003 | loss: 0.0312176 | val_loss: 0.0312163 | Time: 1738.77 ms [2022-04-14 09:25:42 main:574] : INFO : Epoch 2004 | loss: 0.0312189 | val_loss: 0.0312146 | Time: 1726.73 ms [2022-04-14 09:25:43 main:574] : INFO : Epoch 2005 | loss: 0.0312173 | val_loss: 0.0312154 | Time: 1720.29 ms [2022-04-14 09:25:45 main:574] : INFO : Epoch 2006 | loss: 0.0312189 | val_loss: 0.0312142 | Time: 1720.46 ms [2022-04-14 09:25:47 main:574] : INFO : Epoch 2007 | loss: 0.0312181 | val_loss: 0.0312158 | Time: 1734.99 ms [2022-04-14 09:25:49 main:574] : INFO : Epoch 2008 | loss: 0.0312188 | val_loss: 0.0312145 | Time: 1748.58 ms [2022-04-14 09:25:50 main:574] : INFO : Epoch 2009 | loss: 0.0312171 | val_loss: 0.031216 | Time: 1735.7 ms [2022-04-14 09:25:52 main:574] : INFO : Epoch 2010 | loss: 0.0312188 | val_loss: 0.0312149 | Time: 1752.28 ms [2022-04-14 09:25:54 main:574] : INFO : Epoch 2011 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 1732.76 ms [2022-04-14 09:25:56 main:574] : INFO : Epoch 2012 | loss: 0.0312231 | val_loss: 0.0312153 | Time: 1725.04 ms [2022-04-14 09:25:57 main:574] : INFO : Epoch 2013 | loss: 0.0312199 | val_loss: 0.0312152 | Time: 1737.26 ms [2022-04-14 09:25:59 main:574] : INFO : Epoch 2014 | loss: 0.031219 | val_loss: 0.0312173 | Time: 1733.77 ms [2022-04-14 09:26:01 main:574] : INFO : Epoch 2015 | loss: 0.0312182 | val_loss: 0.0312155 | Time: 1724.09 ms [2022-04-14 09:26:03 main:574] : INFO : Epoch 2016 | loss: 0.031217 | val_loss: 0.0312186 | Time: 1724.26 ms [2022-04-14 09:26:04 main:574] : INFO : Epoch 2017 | loss: 0.0312177 | val_loss: 0.0312165 | Time: 1725.35 ms [2022-04-14 09:26:06 main:574] : INFO : Epoch 2018 | loss: 0.0312175 | val_loss: 0.0312142 | Time: 1738.2 ms [2022-04-14 09:26:08 main:574] : INFO : Epoch 2019 | loss: 0.031217 | val_loss: 0.0312141 | Time: 1794.12 ms [2022-04-14 09:26:10 main:574] : INFO : Epoch 2020 | loss: 0.031217 | val_loss: 0.0312141 | Time: 1749.41 ms [2022-04-14 09:26:11 main:574] : INFO : Epoch 2021 | loss: 0.0312172 | val_loss: 0.0312223 | Time: 1766.31 ms [2022-04-14 09:26:13 main:574] : INFO : Epoch 2022 | loss: 0.0312192 | val_loss: 0.0312152 | Time: 1737.86 ms [2022-04-14 09:26:15 main:574] : INFO : Epoch 2023 | loss: 0.0312185 | val_loss: 0.0312166 | Time: 1730.46 ms [2022-04-14 09:26:17 main:574] : INFO : Epoch 2024 | loss: 0.0312174 | val_loss: 0.0312139 | Time: 1749.03 ms [2022-04-14 09:26:18 main:574] : INFO : Epoch 2025 | loss: 0.0312166 | val_loss: 0.0312169 | Time: 1736.48 ms [2022-04-14 09:26:20 main:574] : INFO : Epoch 2026 | loss: 0.0312183 | val_loss: 0.0312143 | Time: 1727.38 ms [2022-04-14 09:26:22 main:574] : INFO : Epoch 2027 | loss: 0.0312171 | val_loss: 0.0312149 | Time: 1748.58 ms [2022-04-14 09:26:24 main:574] : INFO : Epoch 2028 | loss: 0.0312173 | val_loss: 0.0312152 | Time: 1725.81 ms [2022-04-14 09:26:25 main:574] : INFO : Epoch 2029 | loss: 0.0312174 | val_loss: 0.0312162 | Time: 1722.03 ms [2022-04-14 09:26:27 main:574] : INFO : Epoch 2030 | loss: 0.0312166 | val_loss: 0.0312153 | Time: 1754.94 ms [2022-04-14 09:26:29 main:574] : INFO : Epoch 2031 | loss: 0.0312168 | val_loss: 0.031214 | Time: 1751.18 ms [2022-04-14 09:26:31 main:574] : INFO : Epoch 2032 | loss: 0.0312173 | val_loss: 0.0312169 | Time: 1730.62 ms [2022-04-14 09:26:32 main:574] : INFO : Epoch 2033 | loss: 0.0312196 | val_loss: 0.0312171 | Time: 1741.04 ms [2022-04-14 09:26:34 main:574] : INFO : Epoch 2034 | loss: 0.0312208 | val_loss: 0.0312186 | Time: 1730.65 ms [2022-04-14 09:26:36 main:574] : INFO : Epoch 2035 | loss: 0.0312178 | val_loss: 0.0312134 | Time: 1771.68 ms [2022-04-14 09:26:38 main:574] : INFO : Epoch 2036 | loss: 0.0312172 | val_loss: 0.0312165 | Time: 1804.54 ms [2022-04-14 09:26:39 main:574] : INFO : Epoch 2037 | loss: 0.0312167 | val_loss: 0.0312138 | Time: 1769.61 ms [2022-04-14 09:26:41 main:574] : INFO : Epoch 2038 | loss: 0.0312161 | val_loss: 0.0312144 | Time: 1755.66 ms [2022-04-14 09:26:43 main:574] : INFO : Epoch 2039 | loss: 0.0312174 | val_loss: 0.0312162 | Time: 1727.21 ms [2022-04-14 09:26:45 main:574] : INFO : Epoch 2040 | loss: 0.0312187 | val_loss: 0.0312177 | Time: 1724.83 ms [2022-04-14 09:26:46 main:574] : INFO : Epoch 2041 | loss: 0.0312178 | val_loss: 0.0312138 | Time: 1736.35 ms [2022-04-14 09:26:48 main:574] : INFO : Epoch 2042 | loss: 0.0312161 | val_loss: 0.0312154 | Time: 1742.36 ms [2022-04-14 09:26:50 main:574] : INFO : Epoch 2043 | loss: 0.0312171 | val_loss: 0.0312134 | Time: 1731.48 ms [2022-04-14 09:26:52 main:574] : INFO : Epoch 2044 | loss: 0.0312162 | val_loss: 0.0312156 | Time: 1734.46 ms [2022-04-14 09:26:53 main:574] : INFO : Epoch 2045 | loss: 0.0312191 | val_loss: 0.031214 | Time: 1718.02 ms [2022-04-14 09:26:55 main:574] : INFO : Epoch 2046 | loss: 0.031217 | val_loss: 0.0312138 | Time: 1740.1 ms [2022-04-14 09:26:57 main:574] : INFO : Epoch 2047 | loss: 0.0312162 | val_loss: 0.0312141 | Time: 1733.75 ms [2022-04-14 09:26:59 main:574] : INFO : Epoch 2048 | loss: 0.0312172 | val_loss: 0.0312137 | Time: 1821.17 ms [2022-04-14 09:26:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312137 [2022-04-14 09:26:59 main:603] : INFO : Saving end state to config to file [2022-04-14 09:26:59 main:608] : INFO : Success, exiting.. 09:26:59 (12052): 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)