Task 7323460
| Name | ParityModified-1630360929-24298-2_0 |
| Workunit | 5002545 |
| Created | 14 Sep 2021, 14:42:46 UTC |
| Sent | 14 Sep 2021, 21:16:09 UTC |
| Report deadline | 21 Sep 2021, 21:16:09 UTC |
| Received | 18 Sep 2021, 20:50:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14574 |
| Run time | 1 hours 2 min 27 sec |
| CPU time | 1 hours 1 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,629.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.53 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312393 | val_loss: 0.0312475 | Time: 1758.67 ms [2021-09-17 03:00:11 main:574] : INFO : Epoch 1543 | loss: 0.031243 | val_loss: 0.0312457 | Time: 1743.97 ms [2021-09-17 03:00:12 main:574] : INFO : Epoch 1544 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1757.87 ms [2021-09-17 03:00:14 main:574] : INFO : Epoch 1545 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1749.58 ms [2021-09-17 03:00:16 main:574] : INFO : Epoch 1546 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 1758.19 ms [2021-09-17 03:00:18 main:574] : INFO : Epoch 1547 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1755.7 ms [2021-09-17 03:00:19 main:574] : INFO : Epoch 1548 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1762.51 ms [2021-09-17 03:00:21 main:574] : INFO : Epoch 1549 | loss: 0.0312525 | val_loss: 0.0312499 | Time: 1747.91 ms [2021-09-17 03:00:23 main:574] : INFO : Epoch 1550 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1749.8 ms [2021-09-17 03:00:25 main:574] : INFO : Epoch 1551 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1767.68 ms [2021-09-17 03:00:26 main:574] : INFO : Epoch 1552 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1749.25 ms [2021-09-17 03:00:28 main:574] : INFO : Epoch 1553 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1752.27 ms [2021-09-17 03:00:30 main:574] : INFO : Epoch 1554 | loss: 0.031249 | val_loss: 0.0312517 | Time: 1752.6 ms [2021-09-17 03:00:32 main:574] : INFO : Epoch 1555 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1764.33 ms [2021-09-17 03:00:34 main:574] : INFO : Epoch 1556 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1759.55 ms [2021-09-17 03:00:35 main:574] : INFO : Epoch 1557 | loss: 0.0312494 | val_loss: 0.0312481 | Time: 1764.15 ms [2021-09-17 03:00:37 main:574] : INFO : Epoch 1558 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1767.2 ms [2021-09-17 03:00:39 main:574] : INFO : Epoch 1559 | loss: 0.0312496 | val_loss: 0.0312601 | Time: 1754.38 ms [2021-09-17 03:00:41 main:574] : INFO : Epoch 1560 | loss: 0.0312568 | val_loss: 0.0312545 | Time: 1757.55 ms [2021-09-17 03:00:42 main:574] : INFO : Epoch 1561 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 1748.08 ms [2021-09-17 03:00:44 main:574] : INFO : Epoch 1562 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1773.9 ms [2021-09-17 03:00:46 main:574] : INFO : Epoch 1563 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1741.53 ms [2021-09-17 03:00:48 main:574] : INFO : Epoch 1564 | loss: 0.0312481 | val_loss: 0.0312512 | Time: 1756.16 ms [2021-09-17 03:00:49 main:574] : INFO : Epoch 1565 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 1757.93 ms [2021-09-17 03:00:51 main:574] : INFO : Epoch 1566 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 1770.68 ms [2021-09-17 03:00:53 main:574] : INFO : Epoch 1567 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1755.12 ms [2021-09-17 03:00:55 main:574] : INFO : Epoch 1568 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 1756.08 ms [2021-09-17 03:00:56 main:574] : INFO : Epoch 1569 | loss: 0.0312521 | val_loss: 0.0312493 | Time: 1756.98 ms [2021-09-17 03:00:58 main:574] : INFO : Epoch 1570 | loss: 0.0312519 | val_loss: 0.0312495 | Time: 1744.16 ms [2021-09-17 03:01:00 main:574] : INFO : Epoch 1571 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 1750.61 ms [2021-09-17 03:01:02 main:574] : INFO : Epoch 1572 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1748.45 ms [2021-09-17 03:01:03 main:574] : INFO : Epoch 1573 | loss: 0.0312482 | val_loss: 0.0312531 | Time: 1773.16 ms [2021-09-17 03:01:05 main:574] : INFO : Epoch 1574 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 1744.11 ms [2021-09-17 03:01:07 main:574] : INFO : Epoch 1575 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 1741.09 ms [2021-09-17 03:01:09 main:574] : INFO : Epoch 1576 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1753.57 ms [2021-09-17 03:01:11 main:574] : INFO : Epoch 1577 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 1753.42 ms [2021-09-17 03:01:12 main:574] : INFO : Epoch 1578 | loss: 0.0312471 | val_loss: 0.0312559 | Time: 1773.63 ms [2021-09-17 03:01:14 main:574] : INFO : Epoch 1579 | loss: 0.0312511 | val_loss: 0.0312491 | Time: 1750.72 ms [2021-09-17 03:01:16 main:574] : INFO : Epoch 1580 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 1768.78 ms [2021-09-17 03:01:18 main:574] : INFO : Epoch 1581 | loss: 0.0312524 | val_loss: 0.0312531 | Time: 1756.78 ms [2021-09-17 03:01:19 main:574] : INFO : Epoch 1582 | loss: 0.0312495 | val_loss: 0.0312477 | Time: 1753.73 ms [2021-09-17 03:01:21 main:574] : INFO : Epoch 1583 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 1756.44 ms [2021-09-17 03:01:23 main:574] : INFO : Epoch 1584 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 1746 ms [2021-09-17 03:01:25 main:574] : INFO : Epoch 1585 | loss: 0.0312494 | val_loss: 0.0312543 | Time: 1761.32 ms [2021-09-17 03:01:26 main:574] : INFO : Epoch 1586 | loss: 0.0312498 | val_loss: 0.0312538 | Time: 1743.86 ms [2021-09-17 03:01:28 main:574] : INFO : Epoch 1587 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1755.51 ms [2021-09-17 03:01:30 main:574] : INFO : Epoch 1588 | loss: 0.0312488 | val_loss: 0.0312549 | Time: 1745.98 ms [2021-09-17 03:01:32 main:574] : INFO : Epoch 1589 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1773.97 ms [2021-09-17 03:01:33 main:574] : INFO : Epoch 1590 | loss: 0.0312468 | val_loss: 0.0312509 | Time: 1743.91 ms [2021-09-17 03:01:35 main:574] : INFO : Epoch 1591 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 1753.32 ms [2021-09-17 03:01:37 main:574] : INFO : Epoch 1592 | loss: 0.0312471 | val_loss: 0.0312549 | Time: 1754.66 ms [2021-09-17 03:01:39 main:574] : INFO : Epoch 1593 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 1750.25 ms [2021-09-17 03:01:40 main:574] : INFO : Epoch 1594 | loss: 0.0312467 | val_loss: 0.031253 | Time: 1770.45 ms [2021-09-17 03:01:42 main:574] : INFO : Epoch 1595 | loss: 0.031248 | val_loss: 0.0312511 | Time: 1733.06 ms [2021-09-17 03:01:44 main:574] : INFO : Epoch 1596 | loss: 0.0312492 | val_loss: 0.0312475 | Time: 1757.88 ms [2021-09-17 03:01:46 main:574] : INFO : Epoch 1597 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1745.96 ms [2021-09-17 03:01:47 main:574] : INFO : Epoch 1598 | loss: 0.0312452 | val_loss: 0.0312515 | Time: 1738.71 ms [2021-09-17 03:01:49 main:574] : INFO : Epoch 1599 | loss: 0.0312457 | val_loss: 0.0312486 | Time: 1768.23 ms [2021-09-17 03:01:51 main:574] : INFO : Epoch 1600 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 1765.94 ms [2021-09-17 03:01:53 main:574] : INFO : Epoch 1601 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1765.51 ms [2021-09-17 03:01:55 main:574] : INFO : Epoch 1602 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1754.24 ms [2021-09-17 03:01:56 main:574] : INFO : Epoch 1603 | loss: 0.0312457 | val_loss: 0.0312493 | Time: 1750.99 ms [2021-09-17 03:01:58 main:574] : INFO : Epoch 1604 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1751.4 ms [2021-09-17 03:02:00 main:574] : INFO : Epoch 1605 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1781.6 ms [2021-09-17 03:02:02 main:574] : INFO : Epoch 1606 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 1759.73 ms [2021-09-17 03:02:03 main:574] : INFO : Epoch 1607 | loss: 0.0312456 | val_loss: 0.0312513 | Time: 1733.73 ms [2021-09-17 03:02:05 main:574] : INFO : Epoch 1608 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 1785.23 ms [2021-09-17 03:02:07 main:574] : INFO : Epoch 1609 | loss: 0.0312454 | val_loss: 0.0312485 | Time: 1749.8 ms [2021-09-17 03:02:09 main:574] : INFO : Epoch 1610 | loss: 0.0312469 | val_loss: 0.0312522 | Time: 1758.93 ms [2021-09-17 03:02:10 main:574] : INFO : Epoch 1611 | loss: 0.031247 | val_loss: 0.0312461 | Time: 1749.63 ms [2021-09-17 03:02:12 main:574] : INFO : Epoch 1612 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 1757.3 ms [2021-09-17 03:02:14 main:574] : INFO : Epoch 1613 | loss: 0.0312462 | val_loss: 0.031251 | Time: 1762.83 ms [2021-09-17 03:02:16 main:574] : INFO : Epoch 1614 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1763.02 ms [2021-09-17 03:02:17 main:574] : INFO : Epoch 1615 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1755.64 ms [2021-09-17 03:02:19 main:574] : INFO : Epoch 1616 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 1737.17 ms [2021-09-17 03:02:21 main:574] : INFO : Epoch 1617 | loss: 0.0312467 | val_loss: 0.0312593 | Time: 1757.09 ms [2021-09-17 03:02:23 main:574] : INFO : Epoch 1618 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1732.22 ms [2021-09-17 03:02:24 main:574] : INFO : Epoch 1619 | loss: 0.0312444 | val_loss: 0.0312474 | Time: 1772.71 ms [2021-09-17 03:02:26 main:574] : INFO : Epoch 1620 | loss: 0.0312451 | val_loss: 0.0312541 | Time: 1731.05 ms [2021-09-17 03:02:28 main:574] : INFO : Epoch 1621 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1753.89 ms [2021-09-17 03:02:30 main:574] : INFO : Epoch 1622 | loss: 0.0312488 | val_loss: 0.0312513 | Time: 1739.77 ms [2021-09-17 03:02:31 main:574] : INFO : Epoch 1623 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1742.73 ms [2021-09-17 03:02:33 main:574] : INFO : Epoch 1624 | loss: 0.0312458 | val_loss: 0.0312494 | Time: 1750.48 ms [2021-09-17 03:02:35 main:574] : INFO : Epoch 1625 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1753.72 ms [2021-09-17 03:02:37 main:574] : INFO : Epoch 1626 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 1755.63 ms [2021-09-17 03:02:38 main:574] : INFO : Epoch 1627 | loss: 0.0312438 | val_loss: 0.0312487 | Time: 1734.97 ms [2021-09-17 03:02:40 main:574] : INFO : Epoch 1628 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1754.19 ms [2021-09-17 03:02:42 main:574] : INFO : Epoch 1629 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 1747.39 ms [2021-09-17 03:02:44 main:574] : INFO : Epoch 1630 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1765.31 ms [2021-09-17 03:02:45 main:574] : INFO : Epoch 1631 | loss: 0.0312445 | val_loss: 0.0312467 | Time: 1748.42 ms [2021-09-17 03:02:47 main:574] : INFO : Epoch 1632 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1750.72 ms [2021-09-17 03:02:49 main:574] : INFO : Epoch 1633 | loss: 0.0312441 | val_loss: 0.0312476 | Time: 1773.64 ms [2021-09-17 03:02:51 main:574] : INFO : Epoch 1634 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1759.4 ms [2021-09-17 03:02:53 main:574] : INFO : Epoch 1635 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 1762.17 ms [2021-09-17 03:02:54 main:574] : INFO : Epoch 1636 | loss: 0.031244 | val_loss: 0.0312452 | Time: 1746.07 ms [2021-09-17 03:02:56 main:574] : INFO : Epoch 1637 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1744.5 ms [2021-09-17 03:02:58 main:574] : INFO : Epoch 1638 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1761.27 ms [2021-09-17 03:03:00 main:574] : INFO : Epoch 1639 | loss: 0.0312446 | val_loss: 0.0312466 | Time: 1771.58 ms [2021-09-17 03:03:01 main:574] : INFO : Epoch 1640 | loss: 0.0312439 | val_loss: 0.0312455 | Time: 1770.05 ms [2021-09-17 03:03:03 main:574] : INFO : Epoch 1641 | loss: 0.031247 | val_loss: 0.0312552 | Time: 1752.53 ms [2021-09-17 03:03:05 main:574] : INFO : Epoch 1642 | loss: 0.0312485 | val_loss: 0.0312459 | Time: 1752.45 ms [2021-09-17 03:03:07 main:574] : INFO : Epoch 1643 | loss: 0.0312473 | val_loss: 0.0312523 | Time: 1736.07 ms [2021-09-17 03:03:08 main:574] : INFO : Epoch 1644 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 1773.64 ms [2021-09-17 03:03:10 main:574] : INFO : Epoch 1645 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 1757.71 ms [2021-09-17 03:03:12 main:574] : INFO : Epoch 1646 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1767.09 ms [2021-09-17 03:03:14 main:574] : INFO : Epoch 1647 | loss: 0.0312462 | val_loss: 0.0312488 | Time: 1769.67 ms [2021-09-17 03:03:15 main:574] : INFO : Epoch 1648 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 1743 ms [2021-09-17 03:03:17 main:574] : INFO : Epoch 1649 | loss: 0.0312448 | val_loss: 0.0312477 | Time: 1756.76 ms [2021-09-17 03:03:19 main:574] : INFO : Epoch 1650 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 1748.38 ms [2021-09-17 03:03:21 main:574] : INFO : Epoch 1651 | loss: 0.031246 | val_loss: 0.0312454 | Time: 1750.99 ms [2021-09-17 03:03:22 main:574] : INFO : Epoch 1652 | loss: 0.0312436 | val_loss: 0.0312461 | Time: 1749.18 ms [2021-09-17 03:03:24 main:574] : INFO : Epoch 1653 | loss: 0.0312426 | val_loss: 0.0312524 | Time: 1755.51 ms [2021-09-17 03:03:26 main:574] : INFO : Epoch 1654 | loss: 0.031243 | val_loss: 0.031245 | Time: 1765.42 ms [2021-09-17 03:03:28 main:574] : INFO : Epoch 1655 | loss: 0.0312426 | val_loss: 0.0312466 | Time: 1755.46 ms [2021-09-17 03:03:30 main:574] : INFO : Epoch 1656 | loss: 0.0312424 | val_loss: 0.0312449 | Time: 1760.25 ms [2021-09-17 03:03:31 main:574] : INFO : Epoch 1657 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 1740.24 ms [2021-09-17 03:03:33 main:574] : INFO : Epoch 1658 | loss: 0.0312437 | val_loss: 0.0312504 | Time: 1770.71 ms [2021-09-17 03:03:35 main:574] : INFO : Epoch 1659 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 1751.99 ms [2021-09-17 03:03:37 main:574] : INFO : Epoch 1660 | loss: 0.0312425 | val_loss: 0.031245 | Time: 1754.75 ms [2021-09-17 03:03:38 main:574] : INFO : Epoch 1661 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1750.73 ms [2021-09-17 03:03:40 main:574] : INFO : Epoch 1662 | loss: 0.0312419 | val_loss: 0.0312458 | Time: 1769.32 ms [2021-09-17 03:03:42 main:574] : INFO : Epoch 1663 | loss: 0.0312452 | val_loss: 0.0312482 | Time: 1755.07 ms [2021-09-17 03:03:44 main:574] : INFO : Epoch 1664 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1752.32 ms [2021-09-17 03:03:45 main:574] : INFO : Epoch 1665 | loss: 0.0312431 | val_loss: 0.0312499 | Time: 1755.82 ms [2021-09-17 03:03:47 main:574] : INFO : Epoch 1666 | loss: 0.0312438 | val_loss: 0.0312502 | Time: 1743.74 ms [2021-09-17 03:03:49 main:574] : INFO : Epoch 1667 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1760.55 ms [2021-09-17 03:03:51 main:574] : INFO : Epoch 1668 | loss: 0.0312433 | val_loss: 0.0312457 | Time: 1747.14 ms [2021-09-17 03:03:52 main:574] : INFO : Epoch 1669 | loss: 0.0312421 | val_loss: 0.0312456 | Time: 1759.19 ms [2021-09-17 03:03:54 main:574] : INFO : Epoch 1670 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 1744.83 ms [2021-09-17 03:03:56 main:574] : INFO : Epoch 1671 | loss: 0.0312432 | val_loss: 0.0312467 | Time: 1758.48 ms [2021-09-17 03:03:58 main:574] : INFO : Epoch 1672 | loss: 0.0312428 | val_loss: 0.0312458 | Time: 1754.74 ms [2021-09-17 03:03:59 main:574] : INFO : Epoch 1673 | loss: 0.0312418 | val_loss: 0.0312459 | Time: 1743.37 ms [2021-09-17 03:04:01 main:574] : INFO : Epoch 1674 | loss: 0.0312424 | val_loss: 0.0312466 | Time: 1754 ms [2021-09-17 03:04:03 main:574] : INFO : Epoch 1675 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 1747.21 ms [2021-09-17 03:04:05 main:574] : INFO : Epoch 1676 | loss: 0.0312423 | val_loss: 0.0312457 | Time: 1753.35 ms [2021-09-17 03:04:06 main:574] : INFO : Epoch 1677 | loss: 0.0312438 | val_loss: 0.0312462 | Time: 1738.42 ms [2021-09-17 03:04:08 main:574] : INFO : Epoch 1678 | loss: 0.0312491 | val_loss: 0.0312512 | Time: 1742.47 ms [2021-09-17 03:04:10 main:574] : INFO : Epoch 1679 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1749.68 ms [2021-09-17 03:04:12 main:574] : INFO : Epoch 1680 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 1744.65 ms [2021-09-17 03:04:13 main:574] : INFO : Epoch 1681 | loss: 0.0312461 | val_loss: 0.0312497 | Time: 1745.56 ms [2021-09-17 03:04:15 main:574] : INFO : Epoch 1682 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1751.58 ms [2021-09-17 03:04:17 main:574] : INFO : Epoch 1683 | loss: 0.0312443 | val_loss: 0.0312517 | Time: 1745.63 ms [2021-09-17 03:04:19 main:574] : INFO : Epoch 1684 | loss: 0.0312441 | val_loss: 0.0312454 | Time: 1754.89 ms [2021-09-17 03:04:20 main:574] : INFO : Epoch 1685 | loss: 0.0312428 | val_loss: 0.0312484 | Time: 1751.19 ms [2021-09-17 03:04:22 main:574] : INFO : Epoch 1686 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1742.16 ms [2021-09-17 03:04:24 main:574] : INFO : Epoch 1687 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 1756.91 ms [2021-09-17 03:04:26 main:574] : INFO : Epoch 1688 | loss: 0.0312469 | val_loss: 0.031247 | Time: 1751.47 ms [2021-09-17 03:04:28 main:574] : INFO : Epoch 1689 | loss: 0.0312437 | val_loss: 0.0312499 | Time: 1744.57 ms [2021-09-17 03:04:29 main:574] : INFO : Epoch 1690 | loss: 0.0312441 | val_loss: 0.031248 | Time: 1748.25 ms [2021-09-17 03:04:31 main:574] : INFO : Epoch 1691 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 1742.43 ms [2021-09-17 03:04:33 main:574] : INFO : Epoch 1692 | loss: 0.0312433 | val_loss: 0.0312456 | Time: 1757.14 ms [2021-09-17 03:04:35 main:574] : INFO : Epoch 1693 | loss: 0.0312423 | val_loss: 0.0312467 | Time: 1737.14 ms [2021-09-17 03:04:36 main:574] : INFO : Epoch 1694 | loss: 0.0312435 | val_loss: 0.0312465 | Time: 1742.75 ms [2021-09-17 03:04:38 main:574] : INFO : Epoch 1695 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 1745.5 ms [2021-09-17 03:04:40 main:574] : INFO : Epoch 1696 | loss: 0.0312434 | val_loss: 0.0312505 | Time: 1741.93 ms [2021-09-17 03:04:42 main:574] : INFO : Epoch 1697 | loss: 0.0312428 | val_loss: 0.0312457 | Time: 1749.46 ms [2021-09-17 03:04:43 main:574] : INFO : Epoch 1698 | loss: 0.0312426 | val_loss: 0.0312457 | Time: 1763.57 ms [2021-09-17 03:04:45 main:574] : INFO : Epoch 1699 | loss: 0.0312423 | val_loss: 0.0312464 | Time: 1751.9 ms [2021-09-17 03:04:47 main:574] : INFO : Epoch 1700 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 1736.98 ms [2021-09-17 03:04:49 main:574] : INFO : Epoch 1701 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 1752.69 ms [2021-09-17 03:04:50 main:574] : INFO : Epoch 1702 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 1745.05 ms [2021-09-17 03:04:52 main:574] : INFO : Epoch 1703 | loss: 0.0312427 | val_loss: 0.0312467 | Time: 1745.7 ms [2021-09-17 03:04:54 main:574] : INFO : Epoch 1704 | loss: 0.0312454 | val_loss: 0.0312497 | Time: 1756.82 ms [2021-09-17 03:04:56 main:574] : INFO : Epoch 1705 | loss: 0.0312455 | val_loss: 0.031249 | Time: 1737.53 ms [2021-09-17 03:04:57 main:574] : INFO : Epoch 1706 | loss: 0.0312449 | val_loss: 0.0312464 | Time: 1753.76 ms [2021-09-17 03:04:59 main:574] : INFO : Epoch 1707 | loss: 0.0312424 | val_loss: 0.0312461 | Time: 1731.7 ms [2021-09-17 03:05:01 main:574] : INFO : Epoch 1708 | loss: 0.0312435 | val_loss: 0.0312453 | Time: 1758.86 ms [2021-09-17 03:05:03 main:574] : INFO : Epoch 1709 | loss: 0.0312428 | val_loss: 0.0312474 | Time: 1741.78 ms [2021-09-17 03:05:04 main:574] : INFO : Epoch 1710 | loss: 0.0312442 | val_loss: 0.0312469 | Time: 1748.58 ms [2021-09-17 03:05:06 main:574] : INFO : Epoch 1711 | loss: 0.0312441 | val_loss: 0.0312462 | Time: 1758.34 ms [2021-09-17 03:05:08 main:574] : INFO : Epoch 1712 | loss: 0.0312428 | val_loss: 0.0312494 | Time: 1746.7 ms [2021-09-17 03:05:10 main:574] : INFO : Epoch 1713 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 1760.14 ms [2021-09-17 03:05:11 main:574] : INFO : Epoch 1714 | loss: 0.0312432 | val_loss: 0.0312461 | Time: 1741.13 ms [2021-09-17 03:05:13 main:574] : INFO : Epoch 1715 | loss: 0.0312451 | val_loss: 0.0312488 | Time: 1739.35 ms [2021-09-17 03:05:15 main:574] : INFO : Epoch 1716 | loss: 0.0312434 | val_loss: 0.0312473 | Time: 1748.29 ms [2021-09-17 03:05:17 main:574] : INFO : Epoch 1717 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 1749.45 ms [2021-09-17 03:05:18 main:574] : INFO : Epoch 1718 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 1751.53 ms [2021-09-17 03:05:20 main:574] : INFO : Epoch 1719 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1741.09 ms [2021-09-17 03:05:22 main:574] : INFO : Epoch 1720 | loss: 0.031243 | val_loss: 0.0312478 | Time: 1744.2 ms [2021-09-17 03:05:24 main:574] : INFO : Epoch 1721 | loss: 0.0312433 | val_loss: 0.0312463 | Time: 1735.32 ms [2021-09-17 03:05:25 main:574] : INFO : Epoch 1722 | loss: 0.0312432 | val_loss: 0.0312517 | Time: 1732.71 ms [2021-09-17 03:05:27 main:574] : INFO : Epoch 1723 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 1730.58 ms [2021-09-17 03:05:29 main:574] : INFO : Epoch 1724 | loss: 0.031243 | val_loss: 0.0312463 | Time: 1738.88 ms [2021-09-17 03:05:31 main:574] : INFO : Epoch 1725 | loss: 0.0312445 | val_loss: 0.031246 | Time: 1732.15 ms [2021-09-17 03:05:32 main:574] : INFO : Epoch 1726 | loss: 0.031245 | val_loss: 0.0312456 | Time: 1733.05 ms [2021-09-17 03:05:34 main:574] : INFO : Epoch 1727 | loss: 0.0312428 | val_loss: 0.0312517 | Time: 1740.75 ms [2021-09-17 03:05:36 main:574] : INFO : Epoch 1728 | loss: 0.0312427 | val_loss: 0.0312479 | Time: 1730 ms [2021-09-17 03:05:37 main:574] : INFO : Epoch 1729 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 1740.82 ms [2021-09-17 03:05:39 main:574] : INFO : Epoch 1730 | loss: 0.0312459 | val_loss: 0.0312489 | Time: 1733.96 ms [2021-09-17 03:05:41 main:574] : INFO : Epoch 1731 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 1747.6 ms [2021-09-17 03:05:43 main:574] : INFO : Epoch 1732 | loss: 0.0312444 | val_loss: 0.0312458 | Time: 1730.07 ms [2021-09-17 03:05:44 main:574] : INFO : Epoch 1733 | loss: 0.0312446 | val_loss: 0.0312489 | Time: 1734.05 ms [2021-09-17 03:05:46 main:574] : INFO : Epoch 1734 | loss: 0.0312453 | val_loss: 0.0312512 | Time: 1743.08 ms [2021-09-17 03:05:48 main:574] : INFO : Epoch 1735 | loss: 0.0312446 | val_loss: 0.0312452 | Time: 1734.8 ms [2021-09-17 03:05:50 main:574] : INFO : Epoch 1736 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1745.29 ms [2021-09-17 03:05:51 main:574] : INFO : Epoch 1737 | loss: 0.031244 | val_loss: 0.0312462 | Time: 1734.13 ms [2021-09-17 03:05:53 main:574] : INFO : Epoch 1738 | loss: 0.0312435 | val_loss: 0.0312471 | Time: 1748.71 ms [2021-09-17 03:05:55 main:574] : INFO : Epoch 1739 | loss: 0.0312428 | val_loss: 0.0312452 | Time: 1721.83 ms [2021-09-17 03:05:57 main:574] : INFO : Epoch 1740 | loss: 0.0312452 | val_loss: 0.0312544 | Time: 1740.01 ms [2021-09-17 03:05:58 main:574] : INFO : Epoch 1741 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 1738.17 ms [2021-09-17 03:06:00 main:574] : INFO : Epoch 1742 | loss: 0.0312446 | val_loss: 0.0312502 | Time: 1743.59 ms [2021-09-17 03:06:02 main:574] : INFO : Epoch 1743 | loss: 0.0312433 | val_loss: 0.0312454 | Time: 1746.39 ms [2021-09-17 03:06:04 main:574] : INFO : Epoch 1744 | loss: 0.0312439 | val_loss: 0.0312485 | Time: 1733.87 ms [2021-09-17 03:06:05 main:574] : INFO : Epoch 1745 | loss: 0.0312442 | val_loss: 0.0312517 | Time: 1751.11 ms [2021-09-17 03:06:07 main:574] : INFO : Epoch 1746 | loss: 0.0312432 | val_loss: 0.0312459 | Time: 1718.17 ms [2021-09-17 03:06:09 main:574] : INFO : Epoch 1747 | loss: 0.0312444 | val_loss: 0.031247 | Time: 1744.2 ms [2021-09-17 03:06:11 main:574] : INFO : Epoch 1748 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 1741.42 ms [2021-09-17 03:06:12 main:574] : INFO : Epoch 1749 | loss: 0.0312445 | val_loss: 0.0312463 | Time: 1745.13 ms [2021-09-17 03:06:14 main:574] : INFO : Epoch 1750 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 1756.1 ms [2021-09-17 03:06:16 main:574] : INFO : Epoch 1751 | loss: 0.0312421 | val_loss: 0.0312457 | Time: 1747.61 ms [2021-09-17 03:06:18 main:574] : INFO : Epoch 1752 | loss: 0.0312421 | val_loss: 0.0312474 | Time: 1752.68 ms [2021-09-17 03:06:19 main:574] : INFO : Epoch 1753 | loss: 0.0312435 | val_loss: 0.0312471 | Time: 1743.52 ms [2021-09-17 03:06:21 main:574] : INFO : Epoch 1754 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 1747.69 ms [2021-09-17 03:06:23 main:574] : INFO : Epoch 1755 | loss: 0.0312436 | val_loss: 0.0312463 | Time: 1739.48 ms [2021-09-17 03:06:25 main:574] : INFO : Epoch 1756 | loss: 0.0312429 | val_loss: 0.0312516 | Time: 1731.51 ms [2021-09-17 03:06:26 main:574] : INFO : Epoch 1757 | loss: 0.0312429 | val_loss: 0.0312496 | Time: 1730.63 ms [2021-09-17 03:06:28 main:574] : INFO : Epoch 1758 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 1728.94 ms [2021-09-17 03:06:30 main:574] : INFO : Epoch 1759 | loss: 0.0312426 | val_loss: 0.0312485 | Time: 1752.84 ms [2021-09-17 03:06:32 main:574] : INFO : Epoch 1760 | loss: 0.0312432 | val_loss: 0.0312475 | Time: 1741.82 ms [2021-09-17 03:06:33 main:574] : INFO : Epoch 1761 | loss: 0.0312423 | val_loss: 0.0312456 | Time: 1737.26 ms [2021-09-17 03:06:35 main:574] : INFO : Epoch 1762 | loss: 0.0312427 | val_loss: 0.0312455 | Time: 1738.55 ms [2021-09-17 03:06:37 main:574] : INFO : Epoch 1763 | loss: 0.031242 | val_loss: 0.0312456 | Time: 1745.02 ms [2021-09-17 03:06:39 main:574] : INFO : Epoch 1764 | loss: 0.031242 | val_loss: 0.0312462 | Time: 1738.62 ms [2021-09-17 03:06:40 main:574] : INFO : Epoch 1765 | loss: 0.0312423 | val_loss: 0.0312465 | Time: 1736.41 ms [2021-09-17 03:06:42 main:574] : INFO : Epoch 1766 | loss: 0.0312426 | val_loss: 0.0312468 | Time: 1759.66 ms [2021-09-17 03:06:44 main:574] : INFO : Epoch 1767 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1741.77 ms [2021-09-17 03:06:46 main:574] : INFO : Epoch 1768 | loss: 0.0312443 | val_loss: 0.0312469 | Time: 1734.22 ms [2021-09-17 03:06:47 main:574] : INFO : Epoch 1769 | loss: 0.0312433 | val_loss: 0.0312454 | Time: 1731.58 ms [2021-09-17 03:06:49 main:574] : INFO : Epoch 1770 | loss: 0.0312462 | val_loss: 0.0312485 | Time: 1733.65 ms [2021-09-17 03:06:51 main:574] : INFO : Epoch 1771 | loss: 0.0312454 | val_loss: 0.0312487 | Time: 1743.24 ms [2021-09-17 03:06:53 main:574] : INFO : Epoch 1772 | loss: 0.0312466 | val_loss: 0.0312497 | Time: 1744.11 ms [2021-09-17 03:06:54 main:574] : INFO : Epoch 1773 | loss: 0.0312462 | val_loss: 0.0312509 | Time: 1747.81 ms [2021-09-17 03:06:56 main:574] : INFO : Epoch 1774 | loss: 0.031244 | val_loss: 0.0312457 | Time: 1731.02 ms [2021-09-17 03:06:58 main:574] : INFO : Epoch 1775 | loss: 0.0312421 | val_loss: 0.0312461 | Time: 1747.92 ms [2021-09-17 03:07:00 main:574] : INFO : Epoch 1776 | loss: 0.0312439 | val_loss: 0.0312491 | Time: 1733.72 ms [2021-09-17 03:07:01 main:574] : INFO : Epoch 1777 | loss: 0.0312432 | val_loss: 0.0312473 | Time: 1737.56 ms [2021-09-17 03:07:03 main:574] : INFO : Epoch 1778 | loss: 0.0312431 | val_loss: 0.0312471 | Time: 1733.96 ms [2021-09-17 03:07:05 main:574] : INFO : Epoch 1779 | loss: 0.0312442 | val_loss: 0.0312461 | Time: 1734.73 ms [2021-09-17 03:07:06 main:574] : INFO : Epoch 1780 | loss: 0.0312421 | val_loss: 0.0312461 | Time: 1746.3 ms [2021-09-17 03:07:08 main:574] : INFO : Epoch 1781 | loss: 0.0312429 | val_loss: 0.0312452 | Time: 1740.76 ms [2021-09-17 03:07:10 main:574] : INFO : Epoch 1782 | loss: 0.0312429 | val_loss: 0.0312462 | Time: 1745.33 ms [2021-09-17 03:07:12 main:574] : INFO : Epoch 1783 | loss: 0.0312444 | val_loss: 0.031246 | Time: 1739.98 ms [2021-09-17 03:07:13 main:574] : INFO : Epoch 1784 | loss: 0.0312426 | val_loss: 0.0312472 | Time: 1739.46 ms [2021-09-17 03:07:15 main:574] : INFO : Epoch 1785 | loss: 0.0312436 | val_loss: 0.0312462 | Time: 1737.94 ms [2021-09-17 03:07:17 main:574] : INFO : Epoch 1786 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 1752.1 ms [2021-09-17 03:07:19 main:574] : INFO : Epoch 1787 | loss: 0.0312445 | val_loss: 0.0312479 | Time: 1745.43 ms [2021-09-17 03:07:20 main:574] : INFO : Epoch 1788 | loss: 0.0312477 | val_loss: 0.0312515 | Time: 1733.23 ms [2021-09-17 03:07:22 main:574] : INFO : Epoch 1789 | loss: 0.0312524 | val_loss: 0.0312472 | Time: 1751.4 ms [2021-09-17 03:07:24 main:574] : INFO : Epoch 1790 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 1739.79 ms [2021-09-17 03:07:26 main:574] : INFO : Epoch 1791 | loss: 0.0312508 | val_loss: 0.031248 | Time: 1748.47 ms [2021-09-17 03:07:27 main:574] : INFO : Epoch 1792 | loss: 0.0312467 | val_loss: 0.031248 | Time: 1747.16 ms [2021-09-17 03:07:29 main:574] : INFO : Epoch 1793 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1749.91 ms [2021-09-17 03:07:31 main:574] : INFO : Epoch 1794 | loss: 0.0312429 | val_loss: 0.0312465 | Time: 1738.11 ms [2021-09-17 03:07:33 main:574] : INFO : Epoch 1795 | loss: 0.0312432 | val_loss: 0.0312468 | Time: 1751.84 ms [2021-09-17 03:07:34 main:574] : INFO : Epoch 1796 | loss: 0.0312426 | val_loss: 0.0312468 | Time: 1756.84 ms [2021-09-17 03:07:36 main:574] : INFO : Epoch 1797 | loss: 0.031243 | val_loss: 0.0312464 | Time: 1738.99 ms [2021-09-17 03:07:38 main:574] : INFO : Epoch 1798 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 1744.1 ms [2021-09-17 03:07:40 main:574] : INFO : Epoch 1799 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 1734.98 ms [2021-09-17 03:07:41 main:574] : INFO : Epoch 1800 | loss: 0.0312433 | val_loss: 0.0312473 | Time: 1751.95 ms [2021-09-17 03:07:43 main:574] : INFO : Epoch 1801 | loss: 0.0312434 | val_loss: 0.0312459 | Time: 1737.42 ms [2021-09-17 03:07:45 main:574] : INFO : Epoch 1802 | loss: 0.0312425 | val_loss: 0.031246 | Time: 1747.54 ms [2021-09-17 03:07:47 main:574] : INFO : Epoch 1803 | loss: 0.0312432 | val_loss: 0.031262 | Time: 1742.68 ms [2021-09-17 03:07:48 main:574] : INFO : Epoch 1804 | loss: 0.0312463 | val_loss: 0.0312484 | Time: 1737.15 ms [2021-09-17 03:07:50 main:574] : INFO : Epoch 1805 | loss: 0.0312429 | val_loss: 0.0312458 | Time: 1757.05 ms [2021-09-17 03:07:52 main:574] : INFO : Epoch 1806 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 1747.75 ms [2021-09-17 03:07:54 main:574] : INFO : Epoch 1807 | loss: 0.0312439 | val_loss: 0.0312458 | Time: 1768.22 ms [2021-09-17 03:07:55 main:574] : INFO : Epoch 1808 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 1747.62 ms [2021-09-17 03:07:57 main:574] : INFO : Epoch 1809 | loss: 0.0312428 | val_loss: 0.0312462 | Time: 1750.02 ms [2021-09-17 03:07:59 main:574] : INFO : Epoch 1810 | loss: 0.0312424 | val_loss: 0.0312451 | Time: 1743.25 ms [2021-09-17 03:08:01 main:574] : INFO : Epoch 1811 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1745.16 ms [2021-09-17 03:08:03 main:574] : INFO : Epoch 1812 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 1758.94 ms [2021-09-17 03:08:04 main:574] : INFO : Epoch 1813 | loss: 0.0312422 | val_loss: 0.0312488 | Time: 1743.35 ms [2021-09-17 03:08:06 main:574] : INFO : Epoch 1814 | loss: 0.031243 | val_loss: 0.0312456 | Time: 1757.07 ms [2021-09-17 03:08:08 main:574] : INFO : Epoch 1815 | loss: 0.0312428 | val_loss: 0.0312473 | Time: 1735.58 ms [2021-09-17 03:08:10 main:574] : INFO : Epoch 1816 | loss: 0.0312445 | val_loss: 0.0312486 | Time: 1749.71 ms [2021-09-17 03:08:11 main:574] : INFO : Epoch 1817 | loss: 0.0312435 | val_loss: 0.0312456 | Time: 1747.72 ms [2021-09-17 03:08:13 main:574] : INFO : Epoch 1818 | loss: 0.0312426 | val_loss: 0.0312475 | Time: 1745.12 ms [2021-09-17 03:08:15 main:574] : INFO : Epoch 1819 | loss: 0.0312438 | val_loss: 0.0312452 | Time: 1743.37 ms [2021-09-17 03:08:17 main:574] : INFO : Epoch 1820 | loss: 0.0312424 | val_loss: 0.0312478 | Time: 1741.82 ms [2021-09-17 03:08:18 main:574] : INFO : Epoch 1821 | loss: 0.031245 | val_loss: 0.0312501 | Time: 1749.37 ms [2021-09-17 03:08:20 main:574] : INFO : Epoch 1822 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 1735.81 ms [2021-09-17 03:08:22 main:574] : INFO : Epoch 1823 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 1739.71 ms [2021-09-17 03:08:24 main:574] : INFO : Epoch 1824 | loss: 0.0312428 | val_loss: 0.0312465 | Time: 1747.22 ms [2021-09-17 03:08:25 main:574] : INFO : Epoch 1825 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 1749.34 ms [2021-09-17 03:08:27 main:574] : INFO : Epoch 1826 | loss: 0.0312441 | val_loss: 0.031245 | Time: 1765.35 ms [2021-09-17 03:08:29 main:574] : INFO : Epoch 1827 | loss: 0.0312441 | val_loss: 0.0312454 | Time: 1743.06 ms [2021-09-17 03:08:31 main:574] : INFO : Epoch 1828 | loss: 0.031242 | val_loss: 0.0312456 | Time: 1753.51 ms [2021-09-17 03:08:32 main:574] : INFO : Epoch 1829 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1750.85 ms [2021-09-17 03:08:34 main:574] : INFO : Epoch 1830 | loss: 0.031246 | val_loss: 0.031245 | Time: 1737.39 ms [2021-09-17 03:08:36 main:574] : INFO : Epoch 1831 | loss: 0.0312444 | val_loss: 0.0312452 | Time: 1738.37 ms [2021-09-17 03:08:38 main:574] : INFO : Epoch 1832 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 1740.66 ms [2021-09-17 03:08:39 main:574] : INFO : Epoch 1833 | loss: 0.031242 | val_loss: 0.0312458 | Time: 1749.99 ms [2021-09-17 03:08:41 main:574] : INFO : Epoch 1834 | loss: 0.0312419 | val_loss: 0.0312449 | Time: 1741.03 ms [2021-09-17 03:08:43 main:574] : INFO : Epoch 1835 | loss: 0.0312419 | val_loss: 0.0312464 | Time: 1749.59 ms [2021-09-17 03:08:45 main:574] : INFO : Epoch 1836 | loss: 0.0312438 | val_loss: 0.0312453 | Time: 1749.92 ms [2021-09-17 03:08:46 main:574] : INFO : Epoch 1837 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1761.49 ms [2021-09-17 03:08:48 main:574] : INFO : Epoch 1838 | loss: 0.0312428 | val_loss: 0.0312506 | Time: 1738.46 ms [2021-09-17 03:08:50 main:574] : INFO : Epoch 1839 | loss: 0.0312448 | val_loss: 0.0312469 | Time: 1755.59 ms [2021-09-17 03:08:52 main:574] : INFO : Epoch 1840 | loss: 0.0312429 | val_loss: 0.0312462 | Time: 1738.95 ms [2021-09-17 03:08:53 main:574] : INFO : Epoch 1841 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 1760.12 ms [2021-09-17 03:08:55 main:574] : INFO : Epoch 1842 | loss: 0.0312416 | val_loss: 0.0312455 | Time: 1749.85 ms [2021-09-17 03:08:57 main:574] : INFO : Epoch 1843 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1750.44 ms [2021-09-17 03:08:59 main:574] : INFO : Epoch 1844 | loss: 0.0312442 | val_loss: 0.0312501 | Time: 1748.02 ms [2021-09-17 03:09:00 main:574] : INFO : Epoch 1845 | loss: 0.0312443 | val_loss: 0.0312453 | Time: 1742.09 ms [2021-09-17 03:09:02 main:574] : INFO : Epoch 1846 | loss: 0.0312419 | val_loss: 0.0312456 | Time: 1759.71 ms [2021-09-17 03:09:04 main:574] : INFO : Epoch 1847 | loss: 0.0312421 | val_loss: 0.0312541 | Time: 1742.5 ms [2021-09-17 03:09:06 main:574] : INFO : Epoch 1848 | loss: 0.0312478 | val_loss: 0.0312497 | Time: 1751.31 ms [2021-09-17 03:09:07 main:574] : INFO : Epoch 1849 | loss: 0.031244 | val_loss: 0.0312455 | Time: 1743.4 ms [2021-09-17 03:09:09 main:574] : INFO : Epoch 1850 | loss: 0.0312439 | val_loss: 0.031246 | Time: 1746.28 ms [2021-09-17 03:09:11 main:574] : INFO : Epoch 1851 | loss: 0.0312427 | val_loss: 0.031245 | Time: 1757.64 ms [2021-09-17 03:09:13 main:574] : INFO : Epoch 1852 | loss: 0.0312438 | val_loss: 0.0312474 | Time: 1737.7 ms [2021-09-17 03:09:14 main:574] : INFO : Epoch 1853 | loss: 0.0312433 | val_loss: 0.0312453 | Time: 1749.36 ms [2021-09-17 03:09:16 main:574] : INFO : Epoch 1854 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 1738.37 ms [2021-09-17 03:09:18 main:574] : INFO : Epoch 1855 | loss: 0.0312425 | val_loss: 0.0312457 | Time: 1754.46 ms [2021-09-17 03:09:20 main:574] : INFO : Epoch 1856 | loss: 0.0312415 | val_loss: 0.0312457 | Time: 1740.04 ms [2021-09-17 03:09:21 main:574] : INFO : Epoch 1857 | loss: 0.0312418 | val_loss: 0.0312462 | Time: 1753.27 ms [2021-09-17 03:09:23 main:574] : INFO : Epoch 1858 | loss: 0.0312427 | val_loss: 0.031247 | Time: 1740.64 ms [2021-09-17 03:09:25 main:574] : INFO : Epoch 1859 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 1733.47 ms [2021-09-17 03:09:27 main:574] : INFO : Epoch 1860 | loss: 0.0312441 | val_loss: 0.0312453 | Time: 1757.55 ms [2021-09-17 03:09:28 main:574] : INFO : Epoch 1861 | loss: 0.0312431 | val_loss: 0.0312489 | Time: 1746.92 ms [2021-09-17 03:09:30 main:574] : INFO : Epoch 1862 | loss: 0.0312434 | val_loss: 0.0312465 | Time: 1758.85 ms [2021-09-17 03:09:32 main:574] : INFO : Epoch 1863 | loss: 0.0312432 | val_loss: 0.0312481 | Time: 1742.04 ms [2021-09-17 03:09:34 main:574] : INFO : Epoch 1864 | loss: 0.0312423 | val_loss: 0.0312475 | Time: 1740.72 ms [2021-09-17 03:09:35 main:574] : INFO : Epoch 1865 | loss: 0.0312431 | val_loss: 0.0312454 | Time: 1749.29 ms [2021-09-17 03:09:37 main:574] : INFO : Epoch 1866 | loss: 0.0312429 | val_loss: 0.0312457 | Time: 1741.76 ms [2021-09-17 03:09:39 main:574] : INFO : Epoch 1867 | loss: 0.0312466 | val_loss: 0.0312497 | Time: 1754.64 ms [2021-09-17 03:09:41 main:574] : INFO : Epoch 1868 | loss: 0.0312452 | val_loss: 0.0312476 | Time: 1748.79 ms [2021-09-17 03:09:42 main:574] : INFO : Epoch 1869 | loss: 0.0312424 | val_loss: 0.0312455 | Time: 1765.58 ms [2021-09-17 03:09:44 main:574] : INFO : Epoch 1870 | loss: 0.031243 | val_loss: 0.031246 | Time: 1741.34 ms [2021-09-17 03:09:46 main:574] : INFO : Epoch 1871 | loss: 0.0312433 | val_loss: 0.0312458 | Time: 1755.94 ms [2021-09-17 03:09:48 main:574] : INFO : Epoch 1872 | loss: 0.0312418 | val_loss: 0.031245 | Time: 1746.6 ms [2021-09-17 03:09:49 main:574] : INFO : Epoch 1873 | loss: 0.0312426 | val_loss: 0.0312448 | Time: 1748.72 ms [2021-09-17 03:09:51 main:574] : INFO : Epoch 1874 | loss: 0.0312428 | val_loss: 0.0312545 | Time: 1756.07 ms [2021-09-17 03:09:53 main:574] : INFO : Epoch 1875 | loss: 0.0312442 | val_loss: 0.0312517 | Time: 1734.28 ms [2021-09-17 03:09:55 main:574] : INFO : Epoch 1876 | loss: 0.03125 | val_loss: 0.031257 | Time: 1747.59 ms [2021-09-17 03:09:56 main:574] : INFO : Epoch 1877 | loss: 0.0316438 | val_loss: 0.0323636 | Time: 1746.82 ms [2021-09-17 03:09:58 main:574] : INFO : Epoch 1878 | loss: 0.0479405 | val_loss: 0.0434131 | Time: 1753.31 ms [2021-09-17 03:10:00 main:574] : INFO : Epoch 1879 | loss: 0.036214 | val_loss: 0.0331035 | Time: 1745.9 ms [2021-09-17 03:10:02 main:574] : INFO : Epoch 1880 | loss: 0.0318328 | val_loss: 0.0315187 | Time: 1749.71 ms [2021-09-17 03:10:03 main:574] : INFO : Epoch 1881 | loss: 0.0313686 | val_loss: 0.0313081 | Time: 1745.82 ms [2021-09-17 03:10:05 main:574] : INFO : Epoch 1882 | loss: 0.031287 | val_loss: 0.0312725 | Time: 1742.29 ms [2021-09-17 03:10:07 main:574] : INFO : Epoch 1883 | loss: 0.031268 | val_loss: 0.0312638 | Time: 1749.72 ms [2021-09-17 03:10:09 main:574] : INFO : Epoch 1884 | loss: 0.0312614 | val_loss: 0.0312604 | Time: 1738.86 ms [2021-09-17 03:10:10 main:574] : INFO : Epoch 1885 | loss: 0.0312583 | val_loss: 0.031258 | Time: 1753.32 ms [2021-09-17 03:10:12 main:574] : INFO : Epoch 1886 | loss: 0.0312566 | val_loss: 0.0312564 | Time: 1745.47 ms [2021-09-17 03:10:14 main:574] : INFO : Epoch 1887 | loss: 0.0312553 | val_loss: 0.0312557 | Time: 1742.96 ms [2021-09-17 03:10:16 main:574] : INFO : Epoch 1888 | loss: 0.0312538 | val_loss: 0.0312542 | Time: 1747.31 ms [2021-09-17 03:10:17 main:574] : INFO : Epoch 1889 | loss: 0.0312532 | val_loss: 0.0312545 | Time: 1735.88 ms [2021-09-17 03:10:19 main:574] : INFO : Epoch 1890 | loss: 0.0312529 | val_loss: 0.0312535 | Time: 1751.67 ms [2021-09-17 03:10:21 main:574] : INFO : Epoch 1891 | loss: 0.0312518 | val_loss: 0.0312527 | Time: 1736.08 ms [2021-09-17 03:10:23 main:574] : INFO : Epoch 1892 | loss: 0.0312513 | val_loss: 0.0312524 | Time: 1753.47 ms [2021-09-17 03:10:24 main:574] : INFO : Epoch 1893 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1728.61 ms [2021-09-17 03:10:26 main:574] : INFO : Epoch 1894 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 1751.66 ms [2021-09-17 03:10:28 main:574] : INFO : Epoch 1895 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1740.36 ms [2021-09-17 03:10:30 main:574] : INFO : Epoch 1896 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1740.82 ms [2021-09-17 03:10:31 main:574] : INFO : Epoch 1897 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1756.63 ms [2021-09-17 03:10:33 main:574] : INFO : Epoch 1898 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1740.16 ms [2021-09-17 03:10:35 main:574] : INFO : Epoch 1899 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1742.73 ms [2021-09-17 03:10:37 main:574] : INFO : Epoch 1900 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1745.58 ms [2021-09-17 03:10:38 main:574] : INFO : Epoch 1901 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1750.02 ms [2021-09-17 03:10:40 main:574] : INFO : Epoch 1902 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1745.38 ms [2021-09-17 03:10:42 main:574] : INFO : Epoch 1903 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1755.23 ms [2021-09-17 03:10:44 main:574] : INFO : Epoch 1904 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1765.24 ms [2021-09-17 03:10:45 main:574] : INFO : Epoch 1905 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1757.25 ms [2021-09-17 03:10:47 main:574] : INFO : Epoch 1906 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 1747.69 ms [2021-09-17 03:10:49 main:574] : INFO : Epoch 1907 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1743.31 ms [2021-09-17 03:10:51 main:574] : INFO : Epoch 1908 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 1740.96 ms [2021-09-17 03:10:52 main:574] : INFO : Epoch 1909 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1736.85 ms [2021-09-17 03:10:54 main:574] : INFO : Epoch 1910 | loss: 0.0312482 | val_loss: 0.0312505 | Time: 1742.08 ms [2021-09-17 03:10:56 main:574] : INFO : Epoch 1911 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1744.63 ms [2021-09-17 03:10:58 main:574] : INFO : Epoch 1912 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 1745.76 ms [2021-09-17 03:10:59 main:574] : INFO : Epoch 1913 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 1753.09 ms [2021-09-17 03:11:01 main:574] : INFO : Epoch 1914 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 1748.33 ms [2021-09-17 03:11:03 main:574] : INFO : Epoch 1915 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 1754.19 ms [2021-09-17 03:11:05 main:574] : INFO : Epoch 1916 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 1736.87 ms [2021-09-17 03:11:06 main:574] : INFO : Epoch 1917 | loss: 0.0312476 | val_loss: 0.0312497 | Time: 1745.39 ms [2021-09-17 03:11:08 main:574] : INFO : Epoch 1918 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 1738.49 ms [2021-09-17 03:11:10 main:574] : INFO : Epoch 1919 | loss: 0.0312477 | val_loss: 0.031249 | Time: 1749.48 ms [2021-09-17 03:11:12 main:574] : INFO : Epoch 1920 | loss: 0.0312476 | val_loss: 0.031249 | Time: 1750.66 ms [2021-09-17 03:11:13 main:574] : INFO : Epoch 1921 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 1745.92 ms [2021-09-17 03:11:15 main:574] : INFO : Epoch 1922 | loss: 0.0312472 | val_loss: 0.031249 | Time: 1737.07 ms [2021-09-17 03:11:17 main:574] : INFO : Epoch 1923 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1737.3 ms [2021-09-17 03:11:19 main:574] : INFO : Epoch 1924 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 1747.05 ms [2021-09-17 03:11:20 main:574] : INFO : Epoch 1925 | loss: 0.031247 | val_loss: 0.0312494 | Time: 1741.84 ms [2021-09-17 03:11:22 main:574] : INFO : Epoch 1926 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1750.05 ms [2021-09-17 03:11:24 main:574] : INFO : Epoch 1927 | loss: 0.0312471 | val_loss: 0.0312492 | Time: 1741.72 ms [2021-09-17 03:11:26 main:574] : INFO : Epoch 1928 | loss: 0.0312472 | val_loss: 0.0312487 | Time: 1742.53 ms [2021-09-17 03:11:27 main:574] : INFO : Epoch 1929 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 1751.93 ms [2021-09-17 03:11:29 main:574] : INFO : Epoch 1930 | loss: 0.0312469 | val_loss: 0.0312488 | Time: 1737.95 ms [2021-09-17 03:11:31 main:574] : INFO : Epoch 1931 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 1758.16 ms [2021-09-17 03:11:33 main:574] : INFO : Epoch 1932 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 1752.87 ms [2021-09-17 03:11:34 main:574] : INFO : Epoch 1933 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 1763.89 ms [2021-09-17 03:11:36 main:574] : INFO : Epoch 1934 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 1743.23 ms [2021-09-17 03:11:38 main:574] : INFO : Epoch 1935 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 1756.37 ms [2021-09-17 03:11:40 main:574] : INFO : Epoch 1936 | loss: 0.0312467 | val_loss: 0.0312487 | Time: 1738.05 ms [2021-09-17 03:11:42 main:574] : INFO : Epoch 1937 | loss: 0.031247 | val_loss: 0.0312498 | Time: 1739.66 ms [2021-09-17 03:11:43 main:574] : INFO : Epoch 1938 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1752.21 ms [2021-09-17 03:11:45 main:574] : INFO : Epoch 1939 | loss: 0.0312472 | val_loss: 0.0312512 | Time: 1735.57 ms [2021-09-17 03:11:47 main:574] : INFO : Epoch 1940 | loss: 0.0312476 | val_loss: 0.031249 | Time: 1764.2 ms [2021-09-17 03:11:49 main:574] : INFO : Epoch 1941 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 1751.9 ms [2021-09-17 03:11:50 main:574] : INFO : Epoch 1942 | loss: 0.0312465 | val_loss: 0.0312483 | Time: 1735.93 ms [2021-09-17 03:11:52 main:574] : INFO : Epoch 1943 | loss: 0.0312463 | val_loss: 0.0312486 | Time: 1741.59 ms [2021-09-17 03:11:54 main:574] : INFO : Epoch 1944 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 1734.21 ms [2021-09-17 03:11:55 main:574] : INFO : Epoch 1945 | loss: 0.0312461 | val_loss: 0.0312483 | Time: 1733.48 ms [2021-09-17 03:11:57 main:574] : INFO : Epoch 1946 | loss: 0.0312464 | val_loss: 0.031249 | Time: 1733.65 ms [2021-09-17 03:11:59 main:574] : INFO : Epoch 1947 | loss: 0.0312464 | val_loss: 0.0312483 | Time: 1753.28 ms [2021-09-17 03:12:01 main:574] : INFO : Epoch 1948 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 1728.53 ms [2021-09-17 03:12:02 main:574] : INFO : Epoch 1949 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 1729.71 ms [2021-09-17 03:12:04 main:574] : INFO : Epoch 1950 | loss: 0.031246 | val_loss: 0.0312487 | Time: 1730.33 ms [2021-09-17 03:12:06 main:574] : INFO : Epoch 1951 | loss: 0.0312462 | val_loss: 0.0312482 | Time: 1756.12 ms [2021-09-17 03:12:08 main:574] : INFO : Epoch 1952 | loss: 0.0312464 | val_loss: 0.0312481 | Time: 1749.58 ms [2021-09-17 03:12:09 main:574] : INFO : Epoch 1953 | loss: 0.0312458 | val_loss: 0.0312481 | Time: 1738.72 ms [2021-09-17 03:12:11 main:574] : INFO : Epoch 1954 | loss: 0.0312456 | val_loss: 0.031248 | Time: 1744.23 ms [2021-09-17 03:12:13 main:574] : INFO : Epoch 1955 | loss: 0.0312456 | val_loss: 0.031248 | Time: 1754.87 ms [2021-09-17 03:12:15 main:574] : INFO : Epoch 1956 | loss: 0.031246 | val_loss: 0.0312487 | Time: 1758.23 ms [2021-09-17 03:12:16 main:574] : INFO : Epoch 1957 | loss: 0.0312461 | val_loss: 0.0312486 | Time: 1738.22 ms [2021-09-17 03:12:18 main:574] : INFO : Epoch 1958 | loss: 0.0312461 | val_loss: 0.0312485 | Time: 1743.29 ms [2021-09-17 03:12:20 main:574] : INFO : Epoch 1959 | loss: 0.0312454 | val_loss: 0.0312479 | Time: 1739.77 ms [2021-09-17 03:12:22 main:574] : INFO : Epoch 1960 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 1738.91 ms [2021-09-17 03:12:23 main:574] : INFO : Epoch 1961 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 1749.03 ms [2021-09-17 03:12:25 main:574] : INFO : Epoch 1962 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 1739.34 ms [2021-09-17 03:12:27 main:574] : INFO : Epoch 1963 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 1737.52 ms [2021-09-17 03:12:29 main:574] : INFO : Epoch 1964 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 1744.01 ms [2021-09-17 03:12:30 main:574] : INFO : Epoch 1965 | loss: 0.0312449 | val_loss: 0.0312479 | Time: 1738.85 ms [2021-09-17 03:12:32 main:574] : INFO : Epoch 1966 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1753.62 ms [2021-09-17 03:12:34 main:574] : INFO : Epoch 1967 | loss: 0.031245 | val_loss: 0.0312476 | Time: 1735.95 ms [2021-09-17 03:12:36 main:574] : INFO : Epoch 1968 | loss: 0.0312449 | val_loss: 0.0312475 | Time: 1747.55 ms [2021-09-17 03:12:37 main:574] : INFO : Epoch 1969 | loss: 0.0312451 | val_loss: 0.0312476 | Time: 1736.29 ms [2021-09-17 03:12:39 main:574] : INFO : Epoch 1970 | loss: 0.0312451 | val_loss: 0.0312474 | Time: 1756.79 ms [2021-09-17 03:12:41 main:574] : INFO : Epoch 1971 | loss: 0.031245 | val_loss: 0.0312476 | Time: 1736.74 ms [2021-09-17 03:12:43 main:574] : INFO : Epoch 1972 | loss: 0.0312447 | val_loss: 0.0312476 | Time: 1754.48 ms [2021-09-17 03:12:44 main:574] : INFO : Epoch 1973 | loss: 0.0312449 | val_loss: 0.0312472 | Time: 1741.39 ms [2021-09-17 03:12:46 main:574] : INFO : Epoch 1974 | loss: 0.0312444 | val_loss: 0.0312471 | Time: 1741.26 ms [2021-09-17 03:12:48 main:574] : INFO : Epoch 1975 | loss: 0.0312444 | val_loss: 0.0312479 | Time: 1759.2 ms [2021-09-17 03:12:50 main:574] : INFO : Epoch 1976 | loss: 0.0312445 | val_loss: 0.0312473 | Time: 1750.45 ms [2021-09-17 03:12:51 main:574] : INFO : Epoch 1977 | loss: 0.0312439 | val_loss: 0.0312481 | Time: 1760.59 ms [2021-09-17 03:12:53 main:574] : INFO : Epoch 1978 | loss: 0.0312445 | val_loss: 0.0312479 | Time: 1736.56 ms [2021-09-17 03:12:55 main:574] : INFO : Epoch 1979 | loss: 0.031244 | val_loss: 0.0312468 | Time: 1747.91 ms [2021-09-17 03:12:57 main:574] : INFO : Epoch 1980 | loss: 0.0312439 | val_loss: 0.0312485 | Time: 1739.03 ms [2021-09-17 03:12:58 main:574] : INFO : Epoch 1981 | loss: 0.0312451 | val_loss: 0.0312485 | Time: 1751.08 ms [2021-09-17 03:13:00 main:574] : INFO : Epoch 1982 | loss: 0.0312443 | val_loss: 0.0312475 | Time: 1753.06 ms [2021-09-17 03:13:02 main:574] : INFO : Epoch 1983 | loss: 0.0312447 | val_loss: 0.0312472 | Time: 1740.95 ms [2021-09-17 03:13:04 main:574] : INFO : Epoch 1984 | loss: 0.031244 | val_loss: 0.0312469 | Time: 1747.79 ms [2021-09-17 03:13:05 main:574] : INFO : Epoch 1985 | loss: 0.0312438 | val_loss: 0.0312469 | Time: 1731.81 ms [2021-09-17 03:13:07 main:574] : INFO : Epoch 1986 | loss: 0.0312441 | val_loss: 0.0312471 | Time: 1749.47 ms [2021-09-17 03:13:09 main:574] : INFO : Epoch 1987 | loss: 0.0312438 | val_loss: 0.0312476 | Time: 1735.9 ms [2021-09-17 03:13:11 main:574] : INFO : Epoch 1988 | loss: 0.0312442 | val_loss: 0.0312481 | Time: 1749.69 ms [2021-09-17 03:13:12 main:574] : INFO : Epoch 1989 | loss: 0.0312436 | val_loss: 0.0312465 | Time: 1743.66 ms [2021-09-17 03:13:14 main:574] : INFO : Epoch 1990 | loss: 0.0312431 | val_loss: 0.0312469 | Time: 1740.95 ms [2021-09-17 03:13:16 main:574] : INFO : Epoch 1991 | loss: 0.0312435 | val_loss: 0.0312463 | Time: 1744.19 ms [2021-09-17 03:13:18 main:574] : INFO : Epoch 1992 | loss: 0.031243 | val_loss: 0.0312463 | Time: 1737.14 ms [2021-09-17 03:13:19 main:574] : INFO : Epoch 1993 | loss: 0.0312435 | val_loss: 0.0312468 | Time: 1764.47 ms [2021-09-17 03:13:21 main:574] : INFO : Epoch 1994 | loss: 0.0312434 | val_loss: 0.0312478 | Time: 1739.79 ms [2021-09-17 03:13:23 main:574] : INFO : Epoch 1995 | loss: 0.0312434 | val_loss: 0.0312463 | Time: 1756.67 ms [2021-09-17 03:13:25 main:574] : INFO : Epoch 1996 | loss: 0.0312437 | val_loss: 0.0312472 | Time: 1752.84 ms [2021-09-17 03:13:26 main:574] : INFO : Epoch 1997 | loss: 0.0312433 | val_loss: 0.0312466 | Time: 1752.52 ms [2021-09-17 03:13:28 main:574] : INFO : Epoch 1998 | loss: 0.0312426 | val_loss: 0.0312462 | Time: 1757.68 ms [2021-09-17 03:13:30 main:574] : INFO : Epoch 1999 | loss: 0.0312429 | val_loss: 0.031246 | Time: 1748.75 ms [2021-09-17 03:13:32 main:574] : INFO : Epoch 2000 | loss: 0.0312426 | val_loss: 0.0312472 | Time: 1749.55 ms [2021-09-17 03:13:34 main:574] : INFO : Epoch 2001 | loss: 0.0312445 | val_loss: 0.0312471 | Time: 1743.93 ms [2021-09-17 03:13:35 main:574] : INFO : Epoch 2002 | loss: 0.0312433 | val_loss: 0.0312471 | Time: 1746.59 ms [2021-09-17 03:13:37 main:574] : INFO : Epoch 2003 | loss: 0.031243 | val_loss: 0.0312463 | Time: 1742.63 ms [2021-09-17 03:13:39 main:574] : INFO : Epoch 2004 | loss: 0.0312425 | val_loss: 0.0312466 | Time: 1743.82 ms [2021-09-17 03:13:41 main:574] : INFO : Epoch 2005 | loss: 0.0312427 | val_loss: 0.0312464 | Time: 1751.89 ms [2021-09-17 03:13:42 main:574] : INFO : Epoch 2006 | loss: 0.0312432 | val_loss: 0.0312461 | Time: 1738.63 ms [2021-09-17 03:13:44 main:574] : INFO : Epoch 2007 | loss: 0.0312438 | val_loss: 0.0312485 | Time: 1749.52 ms [2021-09-17 03:13:46 main:574] : INFO : Epoch 2008 | loss: 0.0312426 | val_loss: 0.0312465 | Time: 1732.12 ms [2021-09-17 03:13:47 main:574] : INFO : Epoch 2009 | loss: 0.0312431 | val_loss: 0.031247 | Time: 1742.45 ms [2021-09-17 03:13:49 main:574] : INFO : Epoch 2010 | loss: 0.0312427 | val_loss: 0.0312463 | Time: 1749.46 ms [2021-09-17 03:13:51 main:574] : INFO : Epoch 2011 | loss: 0.0312424 | val_loss: 0.0312459 | Time: 1743.96 ms [2021-09-17 03:13:53 main:574] : INFO : Epoch 2012 | loss: 0.0312426 | val_loss: 0.0312463 | Time: 1746.61 ms [2021-09-17 03:13:54 main:574] : INFO : Epoch 2013 | loss: 0.0312425 | val_loss: 0.0312459 | Time: 1742.93 ms [2021-09-17 03:13:56 main:574] : INFO : Epoch 2014 | loss: 0.0312421 | val_loss: 0.0312464 | Time: 1748.33 ms [2021-09-17 03:13:58 main:574] : INFO : Epoch 2015 | loss: 0.0312437 | val_loss: 0.0312468 | Time: 1739.77 ms [2021-09-17 03:14:00 main:574] : INFO : Epoch 2016 | loss: 0.031243 | val_loss: 0.0312463 | Time: 1747.76 ms [2021-09-17 03:14:01 main:574] : INFO : Epoch 2017 | loss: 0.0312424 | val_loss: 0.0312459 | Time: 1745.84 ms [2021-09-17 03:14:03 main:574] : INFO : Epoch 2018 | loss: 0.0312433 | val_loss: 0.0312468 | Time: 1741.72 ms [2021-09-17 03:14:05 main:574] : INFO : Epoch 2019 | loss: 0.0312424 | val_loss: 0.0312457 | Time: 1732 ms [2021-09-17 03:14:07 main:574] : INFO : Epoch 2020 | loss: 0.0312423 | val_loss: 0.0312472 | Time: 1745.96 ms [2021-09-17 03:14:08 main:574] : INFO : Epoch 2021 | loss: 0.0312427 | val_loss: 0.0312457 | Time: 1739.7 ms [2021-09-17 03:14:10 main:574] : INFO : Epoch 2022 | loss: 0.0312422 | val_loss: 0.0312458 | Time: 1728.04 ms [2021-09-17 03:14:12 main:574] : INFO : Epoch 2023 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 1750.13 ms [2021-09-17 03:14:14 main:574] : INFO : Epoch 2024 | loss: 0.0312417 | val_loss: 0.0312455 | Time: 1737.83 ms [2021-09-17 03:14:15 main:574] : INFO : Epoch 2025 | loss: 0.0312419 | val_loss: 0.0312467 | Time: 1729.6 ms [2021-09-17 03:14:17 main:574] : INFO : Epoch 2026 | loss: 0.031242 | val_loss: 0.0312456 | Time: 1725.28 ms [2021-09-17 03:14:19 main:574] : INFO : Epoch 2027 | loss: 0.0312418 | val_loss: 0.0312453 | Time: 1747.98 ms [2021-09-17 03:14:21 main:574] : INFO : Epoch 2028 | loss: 0.0312419 | val_loss: 0.0312457 | Time: 1744.09 ms [2021-09-17 03:14:22 main:574] : INFO : Epoch 2029 | loss: 0.0312418 | val_loss: 0.0312458 | Time: 1729.22 ms [2021-09-17 03:14:24 main:574] : INFO : Epoch 2030 | loss: 0.0312419 | val_loss: 0.0312462 | Time: 1739.58 ms [2021-09-17 03:14:26 main:574] : INFO : Epoch 2031 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1739.68 ms [2021-09-17 03:14:28 main:574] : INFO : Epoch 2032 | loss: 0.031242 | val_loss: 0.031247 | Time: 1744.67 ms [2021-09-17 03:14:29 main:574] : INFO : Epoch 2033 | loss: 0.031242 | val_loss: 0.031246 | Time: 1738.01 ms [2021-09-17 03:14:31 main:574] : INFO : Epoch 2034 | loss: 0.0312413 | val_loss: 0.0312456 | Time: 1749.26 ms [2021-09-17 03:14:33 main:574] : INFO : Epoch 2035 | loss: 0.0312416 | val_loss: 0.0312461 | Time: 1749.8 ms [2021-09-17 03:14:35 main:574] : INFO : Epoch 2036 | loss: 0.0312427 | val_loss: 0.0312462 | Time: 1741.65 ms [2021-09-17 03:14:36 main:574] : INFO : Epoch 2037 | loss: 0.0312423 | val_loss: 0.0312472 | Time: 1776.98 ms [2021-09-17 03:14:38 main:574] : INFO : Epoch 2038 | loss: 0.031242 | val_loss: 0.0312462 | Time: 1742.66 ms [2021-09-17 03:14:40 main:574] : INFO : Epoch 2039 | loss: 0.0312412 | val_loss: 0.0312454 | Time: 1760.02 ms [2021-09-17 03:14:42 main:574] : INFO : Epoch 2040 | loss: 0.031242 | val_loss: 0.0312474 | Time: 1745.62 ms [2021-09-17 03:14:43 main:574] : INFO : Epoch 2041 | loss: 0.0312421 | val_loss: 0.0312477 | Time: 1741.64 ms [2021-09-17 03:14:45 main:574] : INFO : Epoch 2042 | loss: 0.031242 | val_loss: 0.0312462 | Time: 1741.21 ms [2021-09-17 03:14:47 main:574] : INFO : Epoch 2043 | loss: 0.031242 | val_loss: 0.0312481 | Time: 1743.02 ms [2021-09-17 03:14:49 main:574] : INFO : Epoch 2044 | loss: 0.031243 | val_loss: 0.0312459 | Time: 1739.78 ms [2021-09-17 03:14:50 main:574] : INFO : Epoch 2045 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 1747.22 ms [2021-09-17 03:14:52 main:574] : INFO : Epoch 2046 | loss: 0.0312455 | val_loss: 0.0312494 | Time: 1744.86 ms [2021-09-17 03:14:54 main:574] : INFO : Epoch 2047 | loss: 0.0312434 | val_loss: 0.0312468 | Time: 1740.02 ms [2021-09-17 03:14:56 main:574] : INFO : Epoch 2048 | loss: 0.0312416 | val_loss: 0.0312454 | Time: 1756.72 ms [2021-09-17 03:14:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312454 [2021-09-17 03:14:56 main:603] : INFO : Saving end state to config to file [2021-09-17 03:14:56 main:608] : INFO : Success, exiting.. 03:14:56 (4644): 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)