Task 7591859
| Name | ParityModified-1631734481-709-1_0 |
| Workunit | 5248076 |
| Created | 25 Sep 2021, 20:55:18 UTC |
| Sent | 30 Sep 2021, 1:53:55 UTC |
| Report deadline | 7 Oct 2021, 1:53:55 UTC |
| Received | 30 Sep 2021, 15:26:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 55 sec |
| CPU time | 58 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0:13 main:581] : INFO : Epoch 1538 | loss: 0.0312498 | val_loss: 0.0312474 | Time: 1737.63 ms [2021-09-30 11:10:14 main:581] : INFO : Epoch 1539 | loss: 0.0312482 | val_loss: 0.0312463 | Time: 1714.35 ms [2021-09-30 11:10:16 main:581] : INFO : Epoch 1540 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 1717.21 ms [2021-09-30 11:10:18 main:581] : INFO : Epoch 1541 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1727.12 ms [2021-09-30 11:10:19 main:581] : INFO : Epoch 1542 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1725.21 ms [2021-09-30 11:10:21 main:581] : INFO : Epoch 1543 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1702.57 ms [2021-09-30 11:10:23 main:581] : INFO : Epoch 1544 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1736.85 ms [2021-09-30 11:10:25 main:581] : INFO : Epoch 1545 | loss: 0.0312475 | val_loss: 0.0312459 | Time: 1716.5 ms [2021-09-30 11:10:26 main:581] : INFO : Epoch 1546 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1717.1 ms [2021-09-30 11:10:28 main:581] : INFO : Epoch 1547 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1731.48 ms [2021-09-30 11:10:30 main:581] : INFO : Epoch 1548 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 1726.9 ms [2021-09-30 11:10:31 main:581] : INFO : Epoch 1549 | loss: 0.0312482 | val_loss: 0.0312458 | Time: 1729.07 ms [2021-09-30 11:10:33 main:581] : INFO : Epoch 1550 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1738.67 ms [2021-09-30 11:10:35 main:581] : INFO : Epoch 1551 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1725.18 ms [2021-09-30 11:10:37 main:581] : INFO : Epoch 1552 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1721.51 ms [2021-09-30 11:10:38 main:581] : INFO : Epoch 1553 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1729.78 ms [2021-09-30 11:10:40 main:581] : INFO : Epoch 1554 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1734.16 ms [2021-09-30 11:10:42 main:581] : INFO : Epoch 1555 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 1740.26 ms [2021-09-30 11:10:44 main:581] : INFO : Epoch 1556 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1716.8 ms [2021-09-30 11:10:45 main:581] : INFO : Epoch 1557 | loss: 0.0312474 | val_loss: 0.0312458 | Time: 1743.77 ms [2021-09-30 11:10:47 main:581] : INFO : Epoch 1558 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 1737.58 ms [2021-09-30 11:10:49 main:581] : INFO : Epoch 1559 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1719.26 ms [2021-09-30 11:10:51 main:581] : INFO : Epoch 1560 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1734.26 ms [2021-09-30 11:10:52 main:581] : INFO : Epoch 1561 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1696.12 ms [2021-09-30 11:10:54 main:581] : INFO : Epoch 1562 | loss: 0.0312482 | val_loss: 0.031246 | Time: 1736.6 ms [2021-09-30 11:10:56 main:581] : INFO : Epoch 1563 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 1746.41 ms [2021-09-30 11:10:57 main:581] : INFO : Epoch 1564 | loss: 0.031249 | val_loss: 0.0312468 | Time: 1732.13 ms [2021-09-30 11:10:59 main:581] : INFO : Epoch 1565 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1734.36 ms [2021-09-30 11:11:01 main:581] : INFO : Epoch 1566 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1727.25 ms [2021-09-30 11:11:03 main:581] : INFO : Epoch 1567 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 1738.53 ms [2021-09-30 11:11:04 main:581] : INFO : Epoch 1568 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 1717.1 ms [2021-09-30 11:11:06 main:581] : INFO : Epoch 1569 | loss: 0.0312484 | val_loss: 0.0312458 | Time: 1740.53 ms [2021-09-30 11:11:08 main:581] : INFO : Epoch 1570 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 1704.19 ms [2021-09-30 11:11:10 main:581] : INFO : Epoch 1571 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 1725.15 ms [2021-09-30 11:11:11 main:581] : INFO : Epoch 1572 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1735.48 ms [2021-09-30 11:11:13 main:581] : INFO : Epoch 1573 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1735.78 ms [2021-09-30 11:11:15 main:581] : INFO : Epoch 1574 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1682.43 ms [2021-09-30 11:11:16 main:581] : INFO : Epoch 1575 | loss: 0.031248 | val_loss: 0.0312462 | Time: 1709.27 ms [2021-09-30 11:11:18 main:581] : INFO : Epoch 1576 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1702.42 ms [2021-09-30 11:11:20 main:581] : INFO : Epoch 1577 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 1707.76 ms [2021-09-30 11:11:22 main:581] : INFO : Epoch 1578 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1721.56 ms [2021-09-30 11:11:23 main:581] : INFO : Epoch 1579 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1672.39 ms [2021-09-30 11:11:25 main:581] : INFO : Epoch 1580 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1703.82 ms [2021-09-30 11:11:27 main:581] : INFO : Epoch 1581 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1736.52 ms [2021-09-30 11:11:28 main:581] : INFO : Epoch 1582 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1734.24 ms [2021-09-30 11:11:30 main:581] : INFO : Epoch 1583 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1707.51 ms [2021-09-30 11:11:32 main:581] : INFO : Epoch 1584 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 1691.45 ms [2021-09-30 11:11:34 main:581] : INFO : Epoch 1585 | loss: 0.0312483 | val_loss: 0.0312467 | Time: 1732.56 ms [2021-09-30 11:11:35 main:581] : INFO : Epoch 1586 | loss: 0.0312479 | val_loss: 0.0312501 | Time: 1736.56 ms [2021-09-30 11:11:37 main:581] : INFO : Epoch 1587 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1721.23 ms [2021-09-30 11:11:39 main:581] : INFO : Epoch 1588 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1742 ms [2021-09-30 11:11:40 main:581] : INFO : Epoch 1589 | loss: 0.0312514 | val_loss: 0.0312478 | Time: 1710.74 ms [2021-09-30 11:11:42 main:581] : INFO : Epoch 1590 | loss: 0.0312489 | val_loss: 0.0312468 | Time: 1725.41 ms [2021-09-30 11:11:44 main:581] : INFO : Epoch 1591 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1735.51 ms [2021-09-30 11:11:46 main:581] : INFO : Epoch 1592 | loss: 0.031248 | val_loss: 0.0312461 | Time: 1724.27 ms [2021-09-30 11:11:47 main:581] : INFO : Epoch 1593 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1745.87 ms [2021-09-30 11:11:49 main:581] : INFO : Epoch 1594 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1736.28 ms [2021-09-30 11:11:51 main:581] : INFO : Epoch 1595 | loss: 0.0312475 | val_loss: 0.0312459 | Time: 1694.47 ms [2021-09-30 11:11:53 main:581] : INFO : Epoch 1596 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1734.99 ms [2021-09-30 11:11:54 main:581] : INFO : Epoch 1597 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1644.86 ms [2021-09-30 11:11:56 main:581] : INFO : Epoch 1598 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1738.82 ms [2021-09-30 11:11:58 main:581] : INFO : Epoch 1599 | loss: 0.0312477 | val_loss: 0.031246 | Time: 1761.94 ms [2021-09-30 11:11:59 main:581] : INFO : Epoch 1600 | loss: 0.0312487 | val_loss: 0.0312512 | Time: 1728.92 ms [2021-09-30 11:12:01 main:581] : INFO : Epoch 1601 | loss: 0.0312497 | val_loss: 0.0312542 | Time: 1730.13 ms [2021-09-30 11:12:03 main:581] : INFO : Epoch 1602 | loss: 0.0312505 | val_loss: 0.0312475 | Time: 1719.57 ms [2021-09-30 11:12:05 main:581] : INFO : Epoch 1603 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1730.8 ms [2021-09-30 11:12:06 main:581] : INFO : Epoch 1604 | loss: 0.0312483 | val_loss: 0.0312459 | Time: 1718.31 ms [2021-09-30 11:12:08 main:581] : INFO : Epoch 1605 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1723.3 ms [2021-09-30 11:12:10 main:581] : INFO : Epoch 1606 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1724.17 ms [2021-09-30 11:12:12 main:581] : INFO : Epoch 1607 | loss: 0.0312474 | val_loss: 0.031246 | Time: 1736.86 ms [2021-09-30 11:12:13 main:581] : INFO : Epoch 1608 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1741.34 ms [2021-09-30 11:12:15 main:581] : INFO : Epoch 1609 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1713.56 ms [2021-09-30 11:12:17 main:581] : INFO : Epoch 1610 | loss: 0.0312483 | val_loss: 0.03125 | Time: 1735.12 ms [2021-09-30 11:12:18 main:581] : INFO : Epoch 1611 | loss: 0.031249 | val_loss: 0.0312469 | Time: 1734.67 ms [2021-09-30 11:12:20 main:581] : INFO : Epoch 1612 | loss: 0.0312485 | val_loss: 0.0312463 | Time: 1721.6 ms [2021-09-30 11:12:22 main:581] : INFO : Epoch 1613 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1726.34 ms [2021-09-30 11:12:24 main:581] : INFO : Epoch 1614 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 1695.73 ms [2021-09-30 11:12:25 main:581] : INFO : Epoch 1615 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1716.25 ms [2021-09-30 11:12:27 main:581] : INFO : Epoch 1616 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1719.85 ms [2021-09-30 11:12:29 main:581] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.0312465 | Time: 1724.41 ms [2021-09-30 11:12:30 main:581] : INFO : Epoch 1618 | loss: 0.031248 | val_loss: 0.0312459 | Time: 1715.94 ms [2021-09-30 11:12:32 main:581] : INFO : Epoch 1619 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1714.94 ms [2021-09-30 11:12:34 main:581] : INFO : Epoch 1620 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1706.72 ms [2021-09-30 11:12:36 main:581] : INFO : Epoch 1621 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1726.96 ms [2021-09-30 11:12:37 main:581] : INFO : Epoch 1622 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1736.63 ms [2021-09-30 11:12:39 main:581] : INFO : Epoch 1623 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1731.17 ms [2021-09-30 11:12:41 main:581] : INFO : Epoch 1624 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1731.18 ms [2021-09-30 11:12:43 main:581] : INFO : Epoch 1625 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1715.39 ms [2021-09-30 11:12:44 main:581] : INFO : Epoch 1626 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1724.62 ms [2021-09-30 11:12:46 main:581] : INFO : Epoch 1627 | loss: 0.0312487 | val_loss: 0.031246 | Time: 1728.99 ms [2021-09-30 11:12:48 main:581] : INFO : Epoch 1628 | loss: 0.0312482 | val_loss: 0.0312462 | Time: 1733.21 ms [2021-09-30 11:12:49 main:581] : INFO : Epoch 1629 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 1733.21 ms [2021-09-30 11:12:51 main:581] : INFO : Epoch 1630 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1727.35 ms [2021-09-30 11:12:53 main:581] : INFO : Epoch 1631 | loss: 0.0312491 | val_loss: 0.0312533 | Time: 1726.73 ms [2021-09-30 11:12:55 main:581] : INFO : Epoch 1632 | loss: 0.0312489 | val_loss: 0.0312458 | Time: 1725.25 ms [2021-09-30 11:12:56 main:581] : INFO : Epoch 1633 | loss: 0.0312482 | val_loss: 0.0312463 | Time: 1738.85 ms [2021-09-30 11:12:58 main:581] : INFO : Epoch 1634 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1730.41 ms [2021-09-30 11:13:00 main:581] : INFO : Epoch 1635 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1718.46 ms [2021-09-30 11:13:02 main:581] : INFO : Epoch 1636 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1730.84 ms [2021-09-30 11:13:03 main:581] : INFO : Epoch 1637 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1713.2 ms [2021-09-30 11:13:05 main:581] : INFO : Epoch 1638 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1732 ms [2021-09-30 11:13:07 main:581] : INFO : Epoch 1639 | loss: 0.0312489 | val_loss: 0.031246 | Time: 1722.58 ms [2021-09-30 11:13:08 main:581] : INFO : Epoch 1640 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1765.06 ms [2021-09-30 11:13:10 main:581] : INFO : Epoch 1641 | loss: 0.0312485 | val_loss: 0.0312464 | Time: 1728.72 ms [2021-09-30 11:13:12 main:581] : INFO : Epoch 1642 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1732.52 ms [2021-09-30 11:13:14 main:581] : INFO : Epoch 1643 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1730.73 ms [2021-09-30 11:13:15 main:581] : INFO : Epoch 1644 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1717.34 ms [2021-09-30 11:13:17 main:581] : INFO : Epoch 1645 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1737.74 ms [2021-09-30 11:13:19 main:581] : INFO : Epoch 1646 | loss: 0.0312489 | val_loss: 0.0312516 | Time: 1745.86 ms [2021-09-30 11:13:21 main:581] : INFO : Epoch 1647 | loss: 0.031255 | val_loss: 0.0312485 | Time: 1732.56 ms [2021-09-30 11:13:22 main:581] : INFO : Epoch 1648 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1720.63 ms [2021-09-30 11:13:24 main:581] : INFO : Epoch 1649 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 1716.95 ms [2021-09-30 11:13:26 main:581] : INFO : Epoch 1650 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1715.14 ms [2021-09-30 11:13:28 main:581] : INFO : Epoch 1651 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1738.44 ms [2021-09-30 11:13:29 main:581] : INFO : Epoch 1652 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1733.74 ms [2021-09-30 11:13:31 main:581] : INFO : Epoch 1653 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1712.9 ms [2021-09-30 11:13:33 main:581] : INFO : Epoch 1654 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1737.79 ms [2021-09-30 11:13:34 main:581] : INFO : Epoch 1655 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 1747.06 ms [2021-09-30 11:13:36 main:581] : INFO : Epoch 1656 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1713.3 ms [2021-09-30 11:13:38 main:581] : INFO : Epoch 1657 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 1725.8 ms [2021-09-30 11:13:40 main:581] : INFO : Epoch 1658 | loss: 0.0312491 | val_loss: 0.0312465 | Time: 1686.09 ms [2021-09-30 11:13:41 main:581] : INFO : Epoch 1659 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1730.24 ms [2021-09-30 11:13:43 main:581] : INFO : Epoch 1660 | loss: 0.0312487 | val_loss: 0.0312462 | Time: 1737.22 ms [2021-09-30 11:13:45 main:581] : INFO : Epoch 1661 | loss: 0.031248 | val_loss: 0.0312463 | Time: 1730.96 ms [2021-09-30 11:13:46 main:581] : INFO : Epoch 1662 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 1711.71 ms [2021-09-30 11:13:48 main:581] : INFO : Epoch 1663 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1720.08 ms [2021-09-30 11:13:50 main:581] : INFO : Epoch 1664 | loss: 0.0312475 | val_loss: 0.0312459 | Time: 1737.51 ms [2021-09-30 11:13:52 main:581] : INFO : Epoch 1665 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1710.95 ms [2021-09-30 11:13:53 main:581] : INFO : Epoch 1666 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1692.63 ms [2021-09-30 11:13:55 main:581] : INFO : Epoch 1667 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 1702.4 ms [2021-09-30 11:13:57 main:581] : INFO : Epoch 1668 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1707.91 ms [2021-09-30 11:13:58 main:581] : INFO : Epoch 1669 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1726.9 ms [2021-09-30 11:14:00 main:581] : INFO : Epoch 1670 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 1715.35 ms [2021-09-30 11:14:02 main:581] : INFO : Epoch 1671 | loss: 0.031248 | val_loss: 0.0312461 | Time: 1716.63 ms [2021-09-30 11:14:04 main:581] : INFO : Epoch 1672 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1748.93 ms [2021-09-30 11:14:05 main:581] : INFO : Epoch 1673 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1725.62 ms [2021-09-30 11:14:07 main:581] : INFO : Epoch 1674 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 1708.69 ms [2021-09-30 11:14:09 main:581] : INFO : Epoch 1675 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1734.49 ms [2021-09-30 11:14:11 main:581] : INFO : Epoch 1676 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1723.48 ms [2021-09-30 11:14:12 main:581] : INFO : Epoch 1677 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1720.33 ms [2021-09-30 11:14:14 main:581] : INFO : Epoch 1678 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1693.18 ms [2021-09-30 11:14:16 main:581] : INFO : Epoch 1679 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1692.21 ms [2021-09-30 11:14:17 main:581] : INFO : Epoch 1680 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1727.51 ms [2021-09-30 11:14:19 main:581] : INFO : Epoch 1681 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1713.26 ms [2021-09-30 11:14:21 main:581] : INFO : Epoch 1682 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1716.61 ms [2021-09-30 11:14:23 main:581] : INFO : Epoch 1683 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1726.01 ms [2021-09-30 11:14:24 main:581] : INFO : Epoch 1684 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 1731.46 ms [2021-09-30 11:14:26 main:581] : INFO : Epoch 1685 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1725.22 ms [2021-09-30 11:14:28 main:581] : INFO : Epoch 1686 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1711.01 ms [2021-09-30 11:14:29 main:581] : INFO : Epoch 1687 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1730.87 ms [2021-09-30 11:14:31 main:581] : INFO : Epoch 1688 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 1709.19 ms [2021-09-30 11:14:33 main:581] : INFO : Epoch 1689 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1721.44 ms [2021-09-30 11:14:35 main:581] : INFO : Epoch 1690 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 1715.05 ms [2021-09-30 11:14:36 main:581] : INFO : Epoch 1691 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1714.77 ms [2021-09-30 11:14:38 main:581] : INFO : Epoch 1692 | loss: 0.0312485 | val_loss: 0.0312461 | Time: 1735.45 ms [2021-09-30 11:14:40 main:581] : INFO : Epoch 1693 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1725.47 ms [2021-09-30 11:14:41 main:581] : INFO : Epoch 1694 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1723.91 ms [2021-09-30 11:14:43 main:581] : INFO : Epoch 1695 | loss: 0.0312483 | val_loss: 0.0312465 | Time: 1734.2 ms [2021-09-30 11:14:45 main:581] : INFO : Epoch 1696 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 1717.68 ms [2021-09-30 11:14:47 main:581] : INFO : Epoch 1697 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1723.94 ms [2021-09-30 11:14:48 main:581] : INFO : Epoch 1698 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1739.2 ms [2021-09-30 11:14:50 main:581] : INFO : Epoch 1699 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 1722.45 ms [2021-09-30 11:14:52 main:581] : INFO : Epoch 1700 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1706.96 ms [2021-09-30 11:14:54 main:581] : INFO : Epoch 1701 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1714.17 ms [2021-09-30 11:14:55 main:581] : INFO : Epoch 1702 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1715.69 ms [2021-09-30 11:14:57 main:581] : INFO : Epoch 1703 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1731.56 ms [2021-09-30 11:14:59 main:581] : INFO : Epoch 1704 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 1743.67 ms [2021-09-30 11:15:00 main:581] : INFO : Epoch 1705 | loss: 0.0312488 | val_loss: 0.0312542 | Time: 1739.92 ms [2021-09-30 11:15:02 main:581] : INFO : Epoch 1706 | loss: 0.0312494 | val_loss: 0.031247 | Time: 1689.9 ms [2021-09-30 11:15:04 main:581] : INFO : Epoch 1707 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1724.83 ms [2021-09-30 11:15:06 main:581] : INFO : Epoch 1708 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1718.74 ms [2021-09-30 11:15:07 main:581] : INFO : Epoch 1709 | loss: 0.0312482 | val_loss: 0.0312461 | Time: 1705.73 ms [2021-09-30 11:15:09 main:581] : INFO : Epoch 1710 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1724.04 ms [2021-09-30 11:15:11 main:581] : INFO : Epoch 1711 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1730.68 ms [2021-09-30 11:15:13 main:581] : INFO : Epoch 1712 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1734.87 ms [2021-09-30 11:15:14 main:581] : INFO : Epoch 1713 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1701.57 ms [2021-09-30 11:15:16 main:581] : INFO : Epoch 1714 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1723.32 ms [2021-09-30 11:15:18 main:581] : INFO : Epoch 1715 | loss: 0.0312487 | val_loss: 0.0312472 | Time: 1724.01 ms [2021-09-30 11:15:19 main:581] : INFO : Epoch 1716 | loss: 0.0312489 | val_loss: 0.0312466 | Time: 1731.59 ms [2021-09-30 11:15:21 main:581] : INFO : Epoch 1717 | loss: 0.0312486 | val_loss: 0.031246 | Time: 1700.88 ms [2021-09-30 11:15:23 main:581] : INFO : Epoch 1718 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1744.56 ms [2021-09-30 11:15:25 main:581] : INFO : Epoch 1719 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1730.58 ms [2021-09-30 11:15:26 main:581] : INFO : Epoch 1720 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 1737.35 ms [2021-09-30 11:15:28 main:581] : INFO : Epoch 1721 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1738.51 ms [2021-09-30 11:15:30 main:581] : INFO : Epoch 1722 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1725.05 ms [2021-09-30 11:15:31 main:581] : INFO : Epoch 1723 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1716.82 ms [2021-09-30 11:15:33 main:581] : INFO : Epoch 1724 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1729.84 ms [2021-09-30 11:15:35 main:581] : INFO : Epoch 1725 | loss: 0.0312496 | val_loss: 0.0312484 | Time: 1722.95 ms [2021-09-30 11:15:37 main:581] : INFO : Epoch 1726 | loss: 0.0312491 | val_loss: 0.031247 | Time: 1721.78 ms [2021-09-30 11:15:38 main:581] : INFO : Epoch 1727 | loss: 0.031248 | val_loss: 0.031246 | Time: 1733.01 ms [2021-09-30 11:15:40 main:581] : INFO : Epoch 1728 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1716.75 ms [2021-09-30 11:15:42 main:581] : INFO : Epoch 1729 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1724.06 ms [2021-09-30 11:15:44 main:581] : INFO : Epoch 1730 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1728.08 ms [2021-09-30 11:15:45 main:581] : INFO : Epoch 1731 | loss: 0.0312486 | val_loss: 0.0312503 | Time: 1713.92 ms [2021-09-30 11:15:47 main:581] : INFO : Epoch 1732 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1725.96 ms [2021-09-30 11:15:49 main:581] : INFO : Epoch 1733 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1747.07 ms [2021-09-30 11:15:50 main:581] : INFO : Epoch 1734 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 1719.87 ms [2021-09-30 11:15:52 main:581] : INFO : Epoch 1735 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1736.4 ms [2021-09-30 11:15:54 main:581] : INFO : Epoch 1736 | loss: 0.0312482 | val_loss: 0.031246 | Time: 1710.47 ms [2021-09-30 11:15:56 main:581] : INFO : Epoch 1737 | loss: 0.0312487 | val_loss: 0.0312463 | Time: 1719.08 ms [2021-09-30 11:15:57 main:581] : INFO : Epoch 1738 | loss: 0.0312474 | val_loss: 0.0312458 | Time: 1730.51 ms [2021-09-30 11:15:59 main:581] : INFO : Epoch 1739 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1719.93 ms [2021-09-30 11:16:01 main:581] : INFO : Epoch 1740 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1705.58 ms [2021-09-30 11:16:03 main:581] : INFO : Epoch 1741 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1723.28 ms [2021-09-30 11:16:04 main:581] : INFO : Epoch 1742 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1739.81 ms [2021-09-30 11:16:06 main:581] : INFO : Epoch 1743 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 1712.24 ms [2021-09-30 11:16:08 main:581] : INFO : Epoch 1744 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1720.5 ms [2021-09-30 11:16:09 main:581] : INFO : Epoch 1745 | loss: 0.0312486 | val_loss: 0.0312465 | Time: 1722.19 ms [2021-09-30 11:16:11 main:581] : INFO : Epoch 1746 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1719.14 ms [2021-09-30 11:16:13 main:581] : INFO : Epoch 1747 | loss: 0.0312478 | val_loss: 0.0312523 | Time: 1715.39 ms [2021-09-30 11:16:15 main:581] : INFO : Epoch 1748 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1717.08 ms [2021-09-30 11:16:16 main:581] : INFO : Epoch 1749 | loss: 0.0312486 | val_loss: 0.0312462 | Time: 1714.59 ms [2021-09-30 11:16:18 main:581] : INFO : Epoch 1750 | loss: 0.031248 | val_loss: 0.0312459 | Time: 1728.31 ms [2021-09-30 11:16:20 main:581] : INFO : Epoch 1751 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1708.63 ms [2021-09-30 11:16:21 main:581] : INFO : Epoch 1752 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 1710.3 ms [2021-09-30 11:16:23 main:581] : INFO : Epoch 1753 | loss: 0.0312484 | val_loss: 0.0312461 | Time: 1709.19 ms [2021-09-30 11:16:25 main:581] : INFO : Epoch 1754 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1730.34 ms [2021-09-30 11:16:27 main:581] : INFO : Epoch 1755 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1719.01 ms [2021-09-30 11:16:28 main:581] : INFO : Epoch 1756 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1726.43 ms [2021-09-30 11:16:30 main:581] : INFO : Epoch 1757 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1730.4 ms [2021-09-30 11:16:32 main:581] : INFO : Epoch 1758 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1723.37 ms [2021-09-30 11:16:33 main:581] : INFO : Epoch 1759 | loss: 0.0312479 | val_loss: 0.0312458 | Time: 1704.3 ms [2021-09-30 11:16:35 main:581] : INFO : Epoch 1760 | loss: 0.0312482 | val_loss: 0.0312462 | Time: 1731.98 ms [2021-09-30 11:16:37 main:581] : INFO : Epoch 1761 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 1718.98 ms [2021-09-30 11:16:39 main:581] : INFO : Epoch 1762 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 1693.65 ms [2021-09-30 11:16:40 main:581] : INFO : Epoch 1763 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1706.5 ms [2021-09-30 11:16:42 main:581] : INFO : Epoch 1764 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1711.16 ms [2021-09-30 11:16:44 main:581] : INFO : Epoch 1765 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1741.77 ms [2021-09-30 11:16:45 main:581] : INFO : Epoch 1766 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 1720.9 ms [2021-09-30 11:16:47 main:581] : INFO : Epoch 1767 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1745.17 ms [2021-09-30 11:16:49 main:581] : INFO : Epoch 1768 | loss: 0.0312478 | val_loss: 0.0312461 | Time: 1728.46 ms [2021-09-30 11:16:51 main:581] : INFO : Epoch 1769 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1709.3 ms [2021-09-30 11:16:52 main:581] : INFO : Epoch 1770 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1715.28 ms [2021-09-30 11:16:54 main:581] : INFO : Epoch 1771 | loss: 0.0312478 | val_loss: 0.0312459 | Time: 1722.28 ms [2021-09-30 11:16:56 main:581] : INFO : Epoch 1772 | loss: 0.0312474 | val_loss: 0.031246 | Time: 1722.47 ms [2021-09-30 11:16:58 main:581] : INFO : Epoch 1773 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1736.97 ms [2021-09-30 11:16:59 main:581] : INFO : Epoch 1774 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 1717.31 ms [2021-09-30 11:17:01 main:581] : INFO : Epoch 1775 | loss: 0.0312474 | val_loss: 0.031246 | Time: 1701.49 ms [2021-09-30 11:17:03 main:581] : INFO : Epoch 1776 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1729.23 ms [2021-09-30 11:17:04 main:581] : INFO : Epoch 1777 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1720.32 ms [2021-09-30 11:17:06 main:581] : INFO : Epoch 1778 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1742.34 ms [2021-09-30 11:17:08 main:581] : INFO : Epoch 1779 | loss: 0.0312493 | val_loss: 0.0312466 | Time: 1724.8 ms [2021-09-30 11:17:10 main:581] : INFO : Epoch 1780 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1722.06 ms [2021-09-30 11:17:11 main:581] : INFO : Epoch 1781 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1723.88 ms [2021-09-30 11:17:13 main:581] : INFO : Epoch 1782 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 1743.85 ms [2021-09-30 11:17:15 main:581] : INFO : Epoch 1783 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1750.95 ms [2021-09-30 11:17:17 main:581] : INFO : Epoch 1784 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1729.18 ms [2021-09-30 11:17:18 main:581] : INFO : Epoch 1785 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 1715.36 ms [2021-09-30 11:17:20 main:581] : INFO : Epoch 1786 | loss: 0.0312485 | val_loss: 0.0312466 | Time: 1731.17 ms [2021-09-30 11:17:22 main:581] : INFO : Epoch 1787 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1724.9 ms [2021-09-30 11:17:24 main:581] : INFO : Epoch 1788 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1745.23 ms [2021-09-30 11:17:25 main:581] : INFO : Epoch 1789 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1727.58 ms [2021-09-30 11:17:27 main:581] : INFO : Epoch 1790 | loss: 0.0312481 | val_loss: 0.0312459 | Time: 1710 ms [2021-09-30 11:17:29 main:581] : INFO : Epoch 1791 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1722.48 ms [2021-09-30 11:17:30 main:581] : INFO : Epoch 1792 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1693.92 ms [2021-09-30 11:17:32 main:581] : INFO : Epoch 1793 | loss: 0.031248 | val_loss: 0.0312458 | Time: 1754.87 ms [2021-09-30 11:17:34 main:581] : INFO : Epoch 1794 | loss: 0.031248 | val_loss: 0.0312464 | Time: 1735.26 ms [2021-09-30 11:17:36 main:581] : INFO : Epoch 1795 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1717.21 ms [2021-09-30 11:17:37 main:581] : INFO : Epoch 1796 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1722.07 ms [2021-09-30 11:17:39 main:581] : INFO : Epoch 1797 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1733.51 ms [2021-09-30 11:17:41 main:581] : INFO : Epoch 1798 | loss: 0.031248 | val_loss: 0.0312461 | Time: 1735.12 ms [2021-09-30 11:17:42 main:581] : INFO : Epoch 1799 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1699.08 ms [2021-09-30 11:17:44 main:581] : INFO : Epoch 1800 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1722.6 ms [2021-09-30 11:17:46 main:581] : INFO : Epoch 1801 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1718.96 ms [2021-09-30 11:17:48 main:581] : INFO : Epoch 1802 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1719.99 ms [2021-09-30 11:17:49 main:581] : INFO : Epoch 1803 | loss: 0.0312492 | val_loss: 0.0312468 | Time: 1736.29 ms [2021-09-30 11:17:51 main:581] : INFO : Epoch 1804 | loss: 0.0312478 | val_loss: 0.0312459 | Time: 1715.82 ms [2021-09-30 11:17:53 main:581] : INFO : Epoch 1805 | loss: 0.0312479 | val_loss: 0.031246 | Time: 1712.17 ms [2021-09-30 11:17:55 main:581] : INFO : Epoch 1806 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1732.36 ms [2021-09-30 11:17:56 main:581] : INFO : Epoch 1807 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1729.51 ms [2021-09-30 11:17:58 main:581] : INFO : Epoch 1808 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1730.71 ms [2021-09-30 11:18:00 main:581] : INFO : Epoch 1809 | loss: 0.0312481 | val_loss: 0.0312499 | Time: 1717.64 ms [2021-09-30 11:18:01 main:581] : INFO : Epoch 1810 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1736.86 ms [2021-09-30 11:18:03 main:581] : INFO : Epoch 1811 | loss: 0.0312527 | val_loss: 0.0312515 | Time: 1736.7 ms [2021-09-30 11:18:05 main:581] : INFO : Epoch 1812 | loss: 0.0312509 | val_loss: 0.0312489 | Time: 1753.4 ms [2021-09-30 11:18:07 main:581] : INFO : Epoch 1813 | loss: 0.0312486 | val_loss: 0.0312469 | Time: 1711.56 ms [2021-09-30 11:18:08 main:581] : INFO : Epoch 1814 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1731.98 ms [2021-09-30 11:18:10 main:581] : INFO : Epoch 1815 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 1726.16 ms [2021-09-30 11:18:12 main:581] : INFO : Epoch 1816 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1719.13 ms [2021-09-30 11:18:14 main:581] : INFO : Epoch 1817 | loss: 0.031249 | val_loss: 0.0312473 | Time: 1705.65 ms [2021-09-30 11:18:15 main:581] : INFO : Epoch 1818 | loss: 0.0312496 | val_loss: 0.0312463 | Time: 1723.25 ms [2021-09-30 11:18:17 main:581] : INFO : Epoch 1819 | loss: 0.0312492 | val_loss: 0.0312466 | Time: 1753.85 ms [2021-09-30 11:18:19 main:581] : INFO : Epoch 1820 | loss: 0.031248 | val_loss: 0.031247 | Time: 1654.55 ms [2021-09-30 11:18:20 main:581] : INFO : Epoch 1821 | loss: 0.0312478 | val_loss: 0.0312461 | Time: 1683.68 ms [2021-09-30 11:18:22 main:581] : INFO : Epoch 1822 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1700.72 ms [2021-09-30 11:18:24 main:581] : INFO : Epoch 1823 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1721.48 ms [2021-09-30 11:18:25 main:581] : INFO : Epoch 1824 | loss: 0.0312484 | val_loss: 0.031246 | Time: 1707.54 ms [2021-09-30 11:18:27 main:581] : INFO : Epoch 1825 | loss: 0.0312488 | val_loss: 0.0312463 | Time: 1745.3 ms [2021-09-30 11:18:29 main:581] : INFO : Epoch 1826 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1709.41 ms [2021-09-30 11:18:31 main:581] : INFO : Epoch 1827 | loss: 0.0312481 | val_loss: 0.0312462 | Time: 1713.56 ms [2021-09-30 11:18:32 main:581] : INFO : Epoch 1828 | loss: 0.0312482 | val_loss: 0.0312461 | Time: 1730.91 ms [2021-09-30 11:18:34 main:581] : INFO : Epoch 1829 | loss: 0.0312489 | val_loss: 0.0312464 | Time: 1741.78 ms [2021-09-30 11:18:36 main:581] : INFO : Epoch 1830 | loss: 0.0312479 | val_loss: 0.031246 | Time: 1723.53 ms [2021-09-30 11:18:38 main:581] : INFO : Epoch 1831 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 1715 ms [2021-09-30 11:18:39 main:581] : INFO : Epoch 1832 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1750.28 ms [2021-09-30 11:18:41 main:581] : INFO : Epoch 1833 | loss: 0.0312484 | val_loss: 0.0312465 | Time: 1722.84 ms [2021-09-30 11:18:43 main:581] : INFO : Epoch 1834 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1723.59 ms [2021-09-30 11:18:44 main:581] : INFO : Epoch 1835 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 1727.04 ms [2021-09-30 11:18:46 main:581] : INFO : Epoch 1836 | loss: 0.0312484 | val_loss: 0.0312466 | Time: 1733.73 ms [2021-09-30 11:18:48 main:581] : INFO : Epoch 1837 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 1730.02 ms [2021-09-30 11:18:50 main:581] : INFO : Epoch 1838 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1727.87 ms [2021-09-30 11:18:51 main:581] : INFO : Epoch 1839 | loss: 0.0312477 | val_loss: 0.031246 | Time: 1724.36 ms [2021-09-30 11:18:53 main:581] : INFO : Epoch 1840 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1751.35 ms [2021-09-30 11:18:55 main:581] : INFO : Epoch 1841 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1714.68 ms [2021-09-30 11:18:57 main:581] : INFO : Epoch 1842 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1726.22 ms [2021-09-30 11:18:58 main:581] : INFO : Epoch 1843 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 1734.12 ms [2021-09-30 11:19:00 main:581] : INFO : Epoch 1844 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1734.43 ms [2021-09-30 11:19:02 main:581] : INFO : Epoch 1845 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1735.95 ms [2021-09-30 11:19:04 main:581] : INFO : Epoch 1846 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 1725.93 ms [2021-09-30 11:19:05 main:581] : INFO : Epoch 1847 | loss: 0.0312478 | val_loss: 0.0312498 | Time: 1704.43 ms [2021-09-30 11:19:07 main:581] : INFO : Epoch 1848 | loss: 0.0312485 | val_loss: 0.0312458 | Time: 1710.63 ms [2021-09-30 11:19:09 main:581] : INFO : Epoch 1849 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 1732.74 ms [2021-09-30 11:19:10 main:581] : INFO : Epoch 1850 | loss: 0.0312481 | val_loss: 0.0312505 | Time: 1731.22 ms [2021-09-30 11:19:12 main:581] : INFO : Epoch 1851 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 1734.79 ms [2021-09-30 11:19:14 main:581] : INFO : Epoch 1852 | loss: 0.0312562 | val_loss: 0.0312521 | Time: 1721.33 ms [2021-09-30 11:19:16 main:581] : INFO : Epoch 1853 | loss: 0.0312521 | val_loss: 0.0312511 | Time: 1730.35 ms [2021-09-30 11:19:17 main:581] : INFO : Epoch 1854 | loss: 0.0312498 | val_loss: 0.0312481 | Time: 1727.45 ms [2021-09-30 11:19:19 main:581] : INFO : Epoch 1855 | loss: 0.0312491 | val_loss: 0.0312475 | Time: 1732.76 ms [2021-09-30 11:19:21 main:581] : INFO : Epoch 1856 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 1728.16 ms [2021-09-30 11:19:23 main:581] : INFO : Epoch 1857 | loss: 0.0312478 | val_loss: 0.0312461 | Time: 1735.06 ms [2021-09-30 11:19:24 main:581] : INFO : Epoch 1858 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1722.88 ms [2021-09-30 11:19:26 main:581] : INFO : Epoch 1859 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1735.67 ms [2021-09-30 11:19:28 main:581] : INFO : Epoch 1860 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1738.37 ms [2021-09-30 11:19:29 main:581] : INFO : Epoch 1861 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1743.51 ms [2021-09-30 11:19:31 main:581] : INFO : Epoch 1862 | loss: 0.031248 | val_loss: 0.031247 | Time: 1723.53 ms [2021-09-30 11:19:33 main:581] : INFO : Epoch 1863 | loss: 0.0312483 | val_loss: 0.0312465 | Time: 1732.54 ms [2021-09-30 11:19:35 main:581] : INFO : Epoch 1864 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 1717.78 ms [2021-09-30 11:19:36 main:581] : INFO : Epoch 1865 | loss: 0.0312473 | val_loss: 0.0312495 | Time: 1720.5 ms [2021-09-30 11:19:38 main:581] : INFO : Epoch 1866 | loss: 0.0312485 | val_loss: 0.031246 | Time: 1675.49 ms [2021-09-30 11:19:40 main:581] : INFO : Epoch 1867 | loss: 0.0312479 | val_loss: 0.031246 | Time: 1734.51 ms [2021-09-30 11:19:41 main:581] : INFO : Epoch 1868 | loss: 0.0312477 | val_loss: 0.0312458 | Time: 1723.32 ms [2021-09-30 11:19:43 main:581] : INFO : Epoch 1869 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 1730.89 ms [2021-09-30 11:19:45 main:581] : INFO : Epoch 1870 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1701.24 ms [2021-09-30 11:19:47 main:581] : INFO : Epoch 1871 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 1724.23 ms [2021-09-30 11:19:48 main:581] : INFO : Epoch 1872 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1733.02 ms [2021-09-30 11:19:50 main:581] : INFO : Epoch 1873 | loss: 0.031248 | val_loss: 0.031246 | Time: 1738.2 ms [2021-09-30 11:19:52 main:581] : INFO : Epoch 1874 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1738.2 ms [2021-09-30 11:19:54 main:581] : INFO : Epoch 1875 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1721.7 ms [2021-09-30 11:19:55 main:581] : INFO : Epoch 1876 | loss: 0.0312474 | val_loss: 0.031246 | Time: 1720.84 ms [2021-09-30 11:19:57 main:581] : INFO : Epoch 1877 | loss: 0.0312484 | val_loss: 0.0312465 | Time: 1713.41 ms [2021-09-30 11:19:59 main:581] : INFO : Epoch 1878 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1732.74 ms [2021-09-30 11:20:00 main:581] : INFO : Epoch 1879 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1749.89 ms [2021-09-30 11:20:02 main:581] : INFO : Epoch 1880 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1718.55 ms [2021-09-30 11:20:04 main:581] : INFO : Epoch 1881 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1720.06 ms [2021-09-30 11:20:06 main:581] : INFO : Epoch 1882 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1728.8 ms [2021-09-30 11:20:07 main:581] : INFO : Epoch 1883 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 1726.63 ms [2021-09-30 11:20:09 main:581] : INFO : Epoch 1884 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1718.27 ms [2021-09-30 11:20:11 main:581] : INFO : Epoch 1885 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1739.14 ms [2021-09-30 11:20:13 main:581] : INFO : Epoch 1886 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1696.49 ms [2021-09-30 11:20:14 main:581] : INFO : Epoch 1887 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1733.33 ms [2021-09-30 11:20:16 main:581] : INFO : Epoch 1888 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1690.57 ms [2021-09-30 11:20:18 main:581] : INFO : Epoch 1889 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1720.97 ms [2021-09-30 11:20:19 main:581] : INFO : Epoch 1890 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 1742.37 ms [2021-09-30 11:20:21 main:581] : INFO : Epoch 1891 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1717.04 ms [2021-09-30 11:20:23 main:581] : INFO : Epoch 1892 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1729.59 ms [2021-09-30 11:20:25 main:581] : INFO : Epoch 1893 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1732.76 ms [2021-09-30 11:20:26 main:581] : INFO : Epoch 1894 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 1714.9 ms [2021-09-30 11:20:28 main:581] : INFO : Epoch 1895 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 1708.01 ms [2021-09-30 11:20:30 main:581] : INFO : Epoch 1896 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1728.81 ms [2021-09-30 11:20:31 main:581] : INFO : Epoch 1897 | loss: 0.0312477 | val_loss: 0.031246 | Time: 1739.62 ms [2021-09-30 11:20:33 main:581] : INFO : Epoch 1898 | loss: 0.031248 | val_loss: 0.0312503 | Time: 1705.12 ms [2021-09-30 11:20:35 main:581] : INFO : Epoch 1899 | loss: 0.0312484 | val_loss: 0.0312464 | Time: 1673.93 ms [2021-09-30 11:20:37 main:581] : INFO : Epoch 1900 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1725.17 ms [2021-09-30 11:20:38 main:581] : INFO : Epoch 1901 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1737.92 ms [2021-09-30 11:20:40 main:581] : INFO : Epoch 1902 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1736.21 ms [2021-09-30 11:20:42 main:581] : INFO : Epoch 1903 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1736.4 ms [2021-09-30 11:20:44 main:581] : INFO : Epoch 1904 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 1727.09 ms [2021-09-30 11:20:45 main:581] : INFO : Epoch 1905 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 1735.41 ms [2021-09-30 11:20:47 main:581] : INFO : Epoch 1906 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1741.77 ms [2021-09-30 11:20:49 main:581] : INFO : Epoch 1907 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1715.49 ms [2021-09-30 11:20:50 main:581] : INFO : Epoch 1908 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1730.81 ms [2021-09-30 11:20:52 main:581] : INFO : Epoch 1909 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1735.21 ms [2021-09-30 11:20:54 main:581] : INFO : Epoch 1910 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1740.05 ms [2021-09-30 11:20:56 main:581] : INFO : Epoch 1911 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1721.39 ms [2021-09-30 11:20:57 main:581] : INFO : Epoch 1912 | loss: 0.0312491 | val_loss: 0.031246 | Time: 1717.58 ms [2021-09-30 11:20:59 main:581] : INFO : Epoch 1913 | loss: 0.0312551 | val_loss: 0.0312515 | Time: 1729.74 ms [2021-09-30 11:21:01 main:581] : INFO : Epoch 1914 | loss: 0.0312507 | val_loss: 0.031247 | Time: 1683.4 ms [2021-09-30 11:21:03 main:581] : INFO : Epoch 1915 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1727.07 ms [2021-09-30 11:21:04 main:581] : INFO : Epoch 1916 | loss: 0.0312477 | val_loss: 0.031246 | Time: 1741.25 ms [2021-09-30 11:21:06 main:581] : INFO : Epoch 1917 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1739.61 ms [2021-09-30 11:21:08 main:581] : INFO : Epoch 1918 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1726.36 ms [2021-09-30 11:21:09 main:581] : INFO : Epoch 1919 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 1716.75 ms [2021-09-30 11:21:11 main:581] : INFO : Epoch 1920 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1727.7 ms [2021-09-30 11:21:13 main:581] : INFO : Epoch 1921 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1709.5 ms [2021-09-30 11:21:15 main:581] : INFO : Epoch 1922 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1716.43 ms [2021-09-30 11:21:16 main:581] : INFO : Epoch 1923 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1715.68 ms [2021-09-30 11:21:18 main:581] : INFO : Epoch 1924 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1733.14 ms [2021-09-30 11:21:20 main:581] : INFO : Epoch 1925 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1726.98 ms [2021-09-30 11:21:21 main:581] : INFO : Epoch 1926 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1722.35 ms [2021-09-30 11:21:23 main:581] : INFO : Epoch 1927 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1736.72 ms [2021-09-30 11:21:25 main:581] : INFO : Epoch 1928 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1745.94 ms [2021-09-30 11:21:27 main:581] : INFO : Epoch 1929 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1738.83 ms [2021-09-30 11:21:28 main:581] : INFO : Epoch 1930 | loss: 0.0312491 | val_loss: 0.0312475 | Time: 1723.27 ms [2021-09-30 11:21:30 main:581] : INFO : Epoch 1931 | loss: 0.0312488 | val_loss: 0.0312462 | Time: 1730.87 ms [2021-09-30 11:21:32 main:581] : INFO : Epoch 1932 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1705.63 ms [2021-09-30 11:21:34 main:581] : INFO : Epoch 1933 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1725.89 ms [2021-09-30 11:21:35 main:581] : INFO : Epoch 1934 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1729.65 ms [2021-09-30 11:21:37 main:581] : INFO : Epoch 1935 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1718.03 ms [2021-09-30 11:21:39 main:581] : INFO : Epoch 1936 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1745.32 ms [2021-09-30 11:21:40 main:581] : INFO : Epoch 1937 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 1637.79 ms [2021-09-30 11:21:42 main:581] : INFO : Epoch 1938 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1706.4 ms [2021-09-30 11:21:44 main:581] : INFO : Epoch 1939 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 1739.43 ms [2021-09-30 11:21:46 main:581] : INFO : Epoch 1940 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1738.31 ms [2021-09-30 11:21:47 main:581] : INFO : Epoch 1941 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1721.79 ms [2021-09-30 11:21:49 main:581] : INFO : Epoch 1942 | loss: 0.0312481 | val_loss: 0.0312459 | Time: 1701.72 ms [2021-09-30 11:21:51 main:581] : INFO : Epoch 1943 | loss: 0.0312482 | val_loss: 0.031246 | Time: 1735.83 ms [2021-09-30 11:21:53 main:581] : INFO : Epoch 1944 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 1726 ms [2021-09-30 11:21:54 main:581] : INFO : Epoch 1945 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1709.23 ms [2021-09-30 11:21:56 main:581] : INFO : Epoch 1946 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1723.81 ms [2021-09-30 11:21:58 main:581] : INFO : Epoch 1947 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1725.22 ms [2021-09-30 11:21:59 main:581] : INFO : Epoch 1948 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1740.76 ms [2021-09-30 11:22:01 main:581] : INFO : Epoch 1949 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 1719.53 ms [2021-09-30 11:22:03 main:581] : INFO : Epoch 1950 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 1723.64 ms [2021-09-30 11:22:05 main:581] : INFO : Epoch 1951 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 1731.54 ms [2021-09-30 11:22:06 main:581] : INFO : Epoch 1952 | loss: 0.0312477 | val_loss: 0.031246 | Time: 1734.63 ms [2021-09-30 11:22:08 main:581] : INFO : Epoch 1953 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1718.37 ms [2021-09-30 11:22:10 main:581] : INFO : Epoch 1954 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1723.47 ms [2021-09-30 11:22:12 main:581] : INFO : Epoch 1955 | loss: 0.031248 | val_loss: 0.031246 | Time: 1738.33 ms [2021-09-30 11:22:13 main:581] : INFO : Epoch 1956 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1702.39 ms [2021-09-30 11:22:15 main:581] : INFO : Epoch 1957 | loss: 0.0312477 | val_loss: 0.0312458 | Time: 1732.11 ms [2021-09-30 11:22:17 main:581] : INFO : Epoch 1958 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1741.99 ms [2021-09-30 11:22:18 main:581] : INFO : Epoch 1959 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1707.1 ms [2021-09-30 11:22:20 main:581] : INFO : Epoch 1960 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1732.49 ms [2021-09-30 11:22:22 main:581] : INFO : Epoch 1961 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1730.61 ms [2021-09-30 11:22:24 main:581] : INFO : Epoch 1962 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1738.7 ms [2021-09-30 11:22:25 main:581] : INFO : Epoch 1963 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1750.28 ms [2021-09-30 11:22:27 main:581] : INFO : Epoch 1964 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 1739.6 ms [2021-09-30 11:22:29 main:581] : INFO : Epoch 1965 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1735.61 ms [2021-09-30 11:22:31 main:581] : INFO : Epoch 1966 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1729.12 ms [2021-09-30 11:22:32 main:581] : INFO : Epoch 1967 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1730.3 ms [2021-09-30 11:22:34 main:581] : INFO : Epoch 1968 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1691.53 ms [2021-09-30 11:22:36 main:581] : INFO : Epoch 1969 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1746.83 ms [2021-09-30 11:22:37 main:581] : INFO : Epoch 1970 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 1719.45 ms [2021-09-30 11:22:39 main:581] : INFO : Epoch 1971 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1730.24 ms [2021-09-30 11:22:41 main:581] : INFO : Epoch 1972 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1750.63 ms [2021-09-30 11:22:43 main:581] : INFO : Epoch 1973 | loss: 0.0312489 | val_loss: 0.0312465 | Time: 1672.83 ms [2021-09-30 11:22:44 main:581] : INFO : Epoch 1974 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1692.39 ms [2021-09-30 11:22:46 main:581] : INFO : Epoch 1975 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1703.54 ms [2021-09-30 11:22:48 main:581] : INFO : Epoch 1976 | loss: 0.0312484 | val_loss: 0.031246 | Time: 1658.04 ms [2021-09-30 11:22:49 main:581] : INFO : Epoch 1977 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1690.01 ms [2021-09-30 11:22:51 main:581] : INFO : Epoch 1978 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1671.9 ms [2021-09-30 11:22:53 main:581] : INFO : Epoch 1979 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1673.06 ms [2021-09-30 11:22:54 main:581] : INFO : Epoch 1980 | loss: 0.0312482 | val_loss: 0.031246 | Time: 1720.19 ms [2021-09-30 11:22:56 main:581] : INFO : Epoch 1981 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1720.14 ms [2021-09-30 11:22:58 main:581] : INFO : Epoch 1982 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1723.77 ms [2021-09-30 11:23:00 main:581] : INFO : Epoch 1983 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 1715.64 ms [2021-09-30 11:23:01 main:581] : INFO : Epoch 1984 | loss: 0.031248 | val_loss: 0.0312459 | Time: 1728.84 ms [2021-09-30 11:23:03 main:581] : INFO : Epoch 1985 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 1723.44 ms [2021-09-30 11:23:05 main:581] : INFO : Epoch 1986 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1719.48 ms [2021-09-30 11:23:06 main:581] : INFO : Epoch 1987 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1734.36 ms [2021-09-30 11:23:08 main:581] : INFO : Epoch 1988 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1732.87 ms [2021-09-30 11:23:10 main:581] : INFO : Epoch 1989 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1721.73 ms [2021-09-30 11:23:12 main:581] : INFO : Epoch 1990 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1717.28 ms [2021-09-30 11:23:13 main:581] : INFO : Epoch 1991 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1677.03 ms [2021-09-30 11:23:15 main:581] : INFO : Epoch 1992 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1723.53 ms [2021-09-30 11:23:17 main:581] : INFO : Epoch 1993 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1709.75 ms [2021-09-30 11:23:18 main:581] : INFO : Epoch 1994 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1725.15 ms [2021-09-30 11:23:20 main:581] : INFO : Epoch 1995 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1735.85 ms [2021-09-30 11:23:22 main:581] : INFO : Epoch 1996 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1707.48 ms [2021-09-30 11:23:24 main:581] : INFO : Epoch 1997 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1707.99 ms [2021-09-30 11:23:25 main:581] : INFO : Epoch 1998 | loss: 0.031248 | val_loss: 0.0312497 | Time: 1743.26 ms [2021-09-30 11:23:27 main:581] : INFO : Epoch 1999 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 1718.93 ms [2021-09-30 11:23:29 main:581] : INFO : Epoch 2000 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1731.1 ms [2021-09-30 11:23:31 main:581] : INFO : Epoch 2001 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1741.2 ms [2021-09-30 11:23:32 main:581] : INFO : Epoch 2002 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1710.69 ms [2021-09-30 11:23:34 main:581] : INFO : Epoch 2003 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1730.84 ms [2021-09-30 11:23:36 main:581] : INFO : Epoch 2004 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 1698.23 ms [2021-09-30 11:23:37 main:581] : INFO : Epoch 2005 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 1713.28 ms [2021-09-30 11:23:39 main:581] : INFO : Epoch 2006 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1726.49 ms [2021-09-30 11:23:41 main:581] : INFO : Epoch 2007 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1742.62 ms [2021-09-30 11:23:43 main:581] : INFO : Epoch 2008 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1740.02 ms [2021-09-30 11:23:44 main:581] : INFO : Epoch 2009 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1730.21 ms [2021-09-30 11:23:46 main:581] : INFO : Epoch 2010 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1708.32 ms [2021-09-30 11:23:48 main:581] : INFO : Epoch 2011 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1721.51 ms [2021-09-30 11:23:50 main:581] : INFO : Epoch 2012 | loss: 0.0312482 | val_loss: 0.0312458 | Time: 1737.43 ms [2021-09-30 11:23:51 main:581] : INFO : Epoch 2013 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 1725.82 ms [2021-09-30 11:23:53 main:581] : INFO : Epoch 2014 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1721.5 ms [2021-09-30 11:23:55 main:581] : INFO : Epoch 2015 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 1730.43 ms [2021-09-30 11:23:56 main:581] : INFO : Epoch 2016 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1720.37 ms [2021-09-30 11:23:58 main:581] : INFO : Epoch 2017 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1739.93 ms [2021-09-30 11:24:00 main:581] : INFO : Epoch 2018 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 1753.28 ms [2021-09-30 11:24:02 main:581] : INFO : Epoch 2019 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1730.95 ms [2021-09-30 11:24:03 main:581] : INFO : Epoch 2020 | loss: 0.0312487 | val_loss: 0.0312467 | Time: 1724.57 ms [2021-09-30 11:24:05 main:581] : INFO : Epoch 2021 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1733.43 ms [2021-09-30 11:24:07 main:581] : INFO : Epoch 2022 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 1733.86 ms [2021-09-30 11:24:09 main:581] : INFO : Epoch 2023 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1717.7 ms [2021-09-30 11:24:10 main:581] : INFO : Epoch 2024 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1732.41 ms [2021-09-30 11:24:12 main:581] : INFO : Epoch 2025 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 1684.28 ms [2021-09-30 11:24:14 main:581] : INFO : Epoch 2026 | loss: 0.031248 | val_loss: 0.031246 | Time: 1756.5 ms [2021-09-30 11:24:15 main:581] : INFO : Epoch 2027 | loss: 0.031248 | val_loss: 0.0312462 | Time: 1746.25 ms [2021-09-30 11:24:17 main:581] : INFO : Epoch 2028 | loss: 0.031249 | val_loss: 0.0312468 | Time: 1748.32 ms [2021-09-30 11:24:19 main:581] : INFO : Epoch 2029 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1726.35 ms [2021-09-30 11:24:21 main:581] : INFO : Epoch 2030 | loss: 0.0312483 | val_loss: 0.0312466 | Time: 1713.92 ms [2021-09-30 11:24:22 main:581] : INFO : Epoch 2031 | loss: 0.0312495 | val_loss: 0.031247 | Time: 1718.89 ms [2021-09-30 11:24:24 main:581] : INFO : Epoch 2032 | loss: 0.0312497 | val_loss: 0.0312474 | Time: 1721.84 ms [2021-09-30 11:24:26 main:581] : INFO : Epoch 2033 | loss: 0.0312483 | val_loss: 0.0312463 | Time: 1731 ms [2021-09-30 11:24:28 main:581] : INFO : Epoch 2034 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1719.97 ms [2021-09-30 11:24:29 main:581] : INFO : Epoch 2035 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1719.51 ms [2021-09-30 11:24:31 main:581] : INFO : Epoch 2036 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1705.77 ms [2021-09-30 11:24:33 main:581] : INFO : Epoch 2037 | loss: 0.031248 | val_loss: 0.0312461 | Time: 1701.09 ms [2021-09-30 11:24:34 main:581] : INFO : Epoch 2038 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 1730.32 ms [2021-09-30 11:24:36 main:581] : INFO : Epoch 2039 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1717.16 ms [2021-09-30 11:24:38 main:581] : INFO : Epoch 2040 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1720.7 ms [2021-09-30 11:24:40 main:581] : INFO : Epoch 2041 | loss: 0.0312487 | val_loss: 0.0312458 | Time: 1737.84 ms [2021-09-30 11:24:41 main:581] : INFO : Epoch 2042 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1717.64 ms [2021-09-30 11:24:43 main:581] : INFO : Epoch 2043 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1711.95 ms [2021-09-30 11:24:45 main:581] : INFO : Epoch 2044 | loss: 0.0312474 | val_loss: 0.031246 | Time: 1739.47 ms [2021-09-30 11:24:46 main:581] : INFO : Epoch 2045 | loss: 0.0312477 | val_loss: 0.0312458 | Time: 1716.57 ms [2021-09-30 11:24:48 main:581] : INFO : Epoch 2046 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1733.6 ms [2021-09-30 11:24:50 main:581] : INFO : Epoch 2047 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1729.3 ms [2021-09-30 11:24:52 main:581] : INFO : Epoch 2048 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1727.95 ms [2021-09-30 11:24:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312465 [2021-09-30 11:24:52 main:610] : INFO : Saving end state to config to file [2021-09-30 11:24:52 main:615] : INFO : Success, exiting.. 11:24:52 (1961088): 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)