Task 7715070
| Name | ParityModified-1631733685-32455-1_2 |
| Workunit | 5192866 |
| Created | 30 Sep 2021, 9:05:32 UTC |
| Sent | 30 Sep 2021, 15:26:04 UTC |
| Report deadline | 7 Oct 2021, 15:26:04 UTC |
| Received | 2 Oct 2021, 8:20:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 54 sec |
| CPU time | 58 min 49 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> 04:05:09 main:581] : INFO : Epoch 1538 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1748.56 ms [2021-10-02 04:05:10 main:581] : INFO : Epoch 1539 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1725.66 ms [2021-10-02 04:05:12 main:581] : INFO : Epoch 1540 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1737.69 ms [2021-10-02 04:05:14 main:581] : INFO : Epoch 1541 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1742.01 ms [2021-10-02 04:05:16 main:581] : INFO : Epoch 1542 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1737.03 ms [2021-10-02 04:05:17 main:581] : INFO : Epoch 1543 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 1726.39 ms [2021-10-02 04:05:19 main:581] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 1689.01 ms [2021-10-02 04:05:21 main:581] : INFO : Epoch 1545 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1748.75 ms [2021-10-02 04:05:23 main:581] : INFO : Epoch 1546 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1750.71 ms [2021-10-02 04:05:24 main:581] : INFO : Epoch 1547 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1713.11 ms [2021-10-02 04:05:26 main:581] : INFO : Epoch 1548 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1727.11 ms [2021-10-02 04:05:28 main:581] : INFO : Epoch 1549 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1729.76 ms [2021-10-02 04:05:29 main:581] : INFO : Epoch 1550 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1733.9 ms [2021-10-02 04:05:31 main:581] : INFO : Epoch 1551 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1719.42 ms [2021-10-02 04:05:33 main:581] : INFO : Epoch 1552 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1723.95 ms [2021-10-02 04:05:35 main:581] : INFO : Epoch 1553 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1724.44 ms [2021-10-02 04:05:36 main:581] : INFO : Epoch 1554 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1729.92 ms [2021-10-02 04:05:38 main:581] : INFO : Epoch 1555 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1732.1 ms [2021-10-02 04:05:40 main:581] : INFO : Epoch 1556 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1722.13 ms [2021-10-02 04:05:42 main:581] : INFO : Epoch 1557 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1724.97 ms [2021-10-02 04:05:43 main:581] : INFO : Epoch 1558 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1712.35 ms [2021-10-02 04:05:45 main:581] : INFO : Epoch 1559 | loss: 0.0312484 | val_loss: 0.031249 | Time: 1725.18 ms [2021-10-02 04:05:47 main:581] : INFO : Epoch 1560 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1718.96 ms [2021-10-02 04:05:48 main:581] : INFO : Epoch 1561 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1725.51 ms [2021-10-02 04:05:50 main:581] : INFO : Epoch 1562 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1715.28 ms [2021-10-02 04:05:52 main:581] : INFO : Epoch 1563 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 1724.97 ms [2021-10-02 04:05:54 main:581] : INFO : Epoch 1564 | loss: 0.031249 | val_loss: 0.031249 | Time: 1724.86 ms [2021-10-02 04:05:55 main:581] : INFO : Epoch 1565 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1712.34 ms [2021-10-02 04:05:57 main:581] : INFO : Epoch 1566 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1714.61 ms [2021-10-02 04:05:59 main:581] : INFO : Epoch 1567 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1728.9 ms [2021-10-02 04:06:00 main:581] : INFO : Epoch 1568 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1725.61 ms [2021-10-02 04:06:02 main:581] : INFO : Epoch 1569 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1675.23 ms [2021-10-02 04:06:04 main:581] : INFO : Epoch 1570 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1701.87 ms [2021-10-02 04:06:06 main:581] : INFO : Epoch 1571 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1727.05 ms [2021-10-02 04:06:07 main:581] : INFO : Epoch 1572 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1722.91 ms [2021-10-02 04:06:09 main:581] : INFO : Epoch 1573 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1729.36 ms [2021-10-02 04:06:11 main:581] : INFO : Epoch 1574 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1738 ms [2021-10-02 04:06:12 main:581] : INFO : Epoch 1575 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1737.33 ms [2021-10-02 04:06:14 main:581] : INFO : Epoch 1576 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 1703.18 ms [2021-10-02 04:06:16 main:581] : INFO : Epoch 1577 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1720 ms [2021-10-02 04:06:18 main:581] : INFO : Epoch 1578 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1712.03 ms [2021-10-02 04:06:19 main:581] : INFO : Epoch 1579 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1713.98 ms [2021-10-02 04:06:21 main:581] : INFO : Epoch 1580 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1726.55 ms [2021-10-02 04:06:23 main:581] : INFO : Epoch 1581 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1721.87 ms [2021-10-02 04:06:25 main:581] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.0312513 | Time: 1727.89 ms [2021-10-02 04:06:26 main:581] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 1747.22 ms [2021-10-02 04:06:28 main:581] : INFO : Epoch 1584 | loss: 0.0312534 | val_loss: 0.0312569 | Time: 1745.13 ms [2021-10-02 04:06:30 main:581] : INFO : Epoch 1585 | loss: 0.0312536 | val_loss: 0.0312521 | Time: 1727.21 ms [2021-10-02 04:06:31 main:581] : INFO : Epoch 1586 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1756.6 ms [2021-10-02 04:06:33 main:581] : INFO : Epoch 1587 | loss: 0.0312505 | val_loss: 0.031248 | Time: 1747.39 ms [2021-10-02 04:06:35 main:581] : INFO : Epoch 1588 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1717.04 ms [2021-10-02 04:06:37 main:581] : INFO : Epoch 1589 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1737.92 ms [2021-10-02 04:06:38 main:581] : INFO : Epoch 1590 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1721.51 ms [2021-10-02 04:06:40 main:581] : INFO : Epoch 1591 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1718.5 ms [2021-10-02 04:06:42 main:581] : INFO : Epoch 1592 | loss: 0.0312501 | val_loss: 0.0312481 | Time: 1751.81 ms [2021-10-02 04:06:44 main:581] : INFO : Epoch 1593 | loss: 0.0312502 | val_loss: 0.0312485 | Time: 1728.38 ms [2021-10-02 04:06:45 main:581] : INFO : Epoch 1594 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1724.12 ms [2021-10-02 04:06:47 main:581] : INFO : Epoch 1595 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1741.26 ms [2021-10-02 04:06:49 main:581] : INFO : Epoch 1596 | loss: 0.03125 | val_loss: 0.0312483 | Time: 1704.08 ms [2021-10-02 04:06:50 main:581] : INFO : Epoch 1597 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1699.35 ms [2021-10-02 04:06:52 main:581] : INFO : Epoch 1598 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1727.78 ms [2021-10-02 04:06:54 main:581] : INFO : Epoch 1599 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1721.43 ms [2021-10-02 04:06:56 main:581] : INFO : Epoch 1600 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1725.94 ms [2021-10-02 04:06:57 main:581] : INFO : Epoch 1601 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1749.13 ms [2021-10-02 04:06:59 main:581] : INFO : Epoch 1602 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1752.06 ms [2021-10-02 04:07:01 main:581] : INFO : Epoch 1603 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1756.91 ms [2021-10-02 04:07:03 main:581] : INFO : Epoch 1604 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1730.97 ms [2021-10-02 04:07:04 main:581] : INFO : Epoch 1605 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1739.99 ms [2021-10-02 04:07:06 main:581] : INFO : Epoch 1606 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1715.25 ms [2021-10-02 04:07:08 main:581] : INFO : Epoch 1607 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1731.48 ms [2021-10-02 04:07:10 main:581] : INFO : Epoch 1608 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1723.86 ms [2021-10-02 04:07:11 main:581] : INFO : Epoch 1609 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1718.82 ms [2021-10-02 04:07:13 main:581] : INFO : Epoch 1610 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 1733.77 ms [2021-10-02 04:07:15 main:581] : INFO : Epoch 1611 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1705.9 ms [2021-10-02 04:07:16 main:581] : INFO : Epoch 1612 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 1729.83 ms [2021-10-02 04:07:18 main:581] : INFO : Epoch 1613 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1737.72 ms [2021-10-02 04:07:20 main:581] : INFO : Epoch 1614 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1727.66 ms [2021-10-02 04:07:22 main:581] : INFO : Epoch 1615 | loss: 0.0312502 | val_loss: 0.0312478 | Time: 1726.49 ms [2021-10-02 04:07:23 main:581] : INFO : Epoch 1616 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1742.38 ms [2021-10-02 04:07:25 main:581] : INFO : Epoch 1617 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1722.83 ms [2021-10-02 04:07:27 main:581] : INFO : Epoch 1618 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1729.81 ms [2021-10-02 04:07:29 main:581] : INFO : Epoch 1619 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1734.12 ms [2021-10-02 04:07:30 main:581] : INFO : Epoch 1620 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1738.48 ms [2021-10-02 04:07:32 main:581] : INFO : Epoch 1621 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1738.26 ms [2021-10-02 04:07:34 main:581] : INFO : Epoch 1622 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1705.72 ms [2021-10-02 04:07:35 main:581] : INFO : Epoch 1623 | loss: 0.0312482 | val_loss: 0.031252 | Time: 1733.15 ms [2021-10-02 04:07:37 main:581] : INFO : Epoch 1624 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1720.35 ms [2021-10-02 04:07:39 main:581] : INFO : Epoch 1625 | loss: 0.0312513 | val_loss: 0.0312544 | Time: 1725.55 ms [2021-10-02 04:07:41 main:581] : INFO : Epoch 1626 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1753.69 ms [2021-10-02 04:07:42 main:581] : INFO : Epoch 1627 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1734.18 ms [2021-10-02 04:07:44 main:581] : INFO : Epoch 1628 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1742.76 ms [2021-10-02 04:07:46 main:581] : INFO : Epoch 1629 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1702.08 ms [2021-10-02 04:07:48 main:581] : INFO : Epoch 1630 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1743.49 ms [2021-10-02 04:07:49 main:581] : INFO : Epoch 1631 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1748.17 ms [2021-10-02 04:07:51 main:581] : INFO : Epoch 1632 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1711.1 ms [2021-10-02 04:07:53 main:581] : INFO : Epoch 1633 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1736.15 ms [2021-10-02 04:07:55 main:581] : INFO : Epoch 1634 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 1736.68 ms [2021-10-02 04:07:56 main:581] : INFO : Epoch 1635 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1723.93 ms [2021-10-02 04:07:58 main:581] : INFO : Epoch 1636 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1741.16 ms [2021-10-02 04:08:00 main:581] : INFO : Epoch 1637 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1718.43 ms [2021-10-02 04:08:01 main:581] : INFO : Epoch 1638 | loss: 0.0312477 | val_loss: 0.031248 | Time: 1724.12 ms [2021-10-02 04:08:03 main:581] : INFO : Epoch 1639 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 1742.87 ms [2021-10-02 04:08:05 main:581] : INFO : Epoch 1640 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1725.49 ms [2021-10-02 04:08:07 main:581] : INFO : Epoch 1641 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1733.71 ms [2021-10-02 04:08:08 main:581] : INFO : Epoch 1642 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1709.28 ms [2021-10-02 04:08:10 main:581] : INFO : Epoch 1643 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1720.41 ms [2021-10-02 04:08:12 main:581] : INFO : Epoch 1644 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1700.6 ms [2021-10-02 04:08:14 main:581] : INFO : Epoch 1645 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1731.4 ms [2021-10-02 04:08:15 main:581] : INFO : Epoch 1646 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1712.03 ms [2021-10-02 04:08:17 main:581] : INFO : Epoch 1647 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1710.89 ms [2021-10-02 04:08:19 main:581] : INFO : Epoch 1648 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1733.04 ms [2021-10-02 04:08:20 main:581] : INFO : Epoch 1649 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1713.45 ms [2021-10-02 04:08:22 main:581] : INFO : Epoch 1650 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1713.55 ms [2021-10-02 04:08:24 main:581] : INFO : Epoch 1651 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1719.57 ms [2021-10-02 04:08:26 main:581] : INFO : Epoch 1652 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 1740.09 ms [2021-10-02 04:08:27 main:581] : INFO : Epoch 1653 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1715.83 ms [2021-10-02 04:08:29 main:581] : INFO : Epoch 1654 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1747.78 ms [2021-10-02 04:08:31 main:581] : INFO : Epoch 1655 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1720.52 ms [2021-10-02 04:08:32 main:581] : INFO : Epoch 1656 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1697.97 ms [2021-10-02 04:08:34 main:581] : INFO : Epoch 1657 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1737.37 ms [2021-10-02 04:08:36 main:581] : INFO : Epoch 1658 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1706.12 ms [2021-10-02 04:08:38 main:581] : INFO : Epoch 1659 | loss: 0.0312495 | val_loss: 0.0312481 | Time: 1698.05 ms [2021-10-02 04:08:39 main:581] : INFO : Epoch 1660 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1689.75 ms [2021-10-02 04:08:41 main:581] : INFO : Epoch 1661 | loss: 0.0312495 | val_loss: 0.0312475 | Time: 1737.7 ms [2021-10-02 04:08:43 main:581] : INFO : Epoch 1662 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1739.08 ms [2021-10-02 04:08:45 main:581] : INFO : Epoch 1663 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1760.15 ms [2021-10-02 04:08:46 main:581] : INFO : Epoch 1664 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1746 ms [2021-10-02 04:08:48 main:581] : INFO : Epoch 1665 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1724.79 ms [2021-10-02 04:08:50 main:581] : INFO : Epoch 1666 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1696.44 ms [2021-10-02 04:08:51 main:581] : INFO : Epoch 1667 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1718.81 ms [2021-10-02 04:08:53 main:581] : INFO : Epoch 1668 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1744.83 ms [2021-10-02 04:08:55 main:581] : INFO : Epoch 1669 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1730.94 ms [2021-10-02 04:08:57 main:581] : INFO : Epoch 1670 | loss: 0.031249 | val_loss: 0.031248 | Time: 1733.7 ms [2021-10-02 04:08:58 main:581] : INFO : Epoch 1671 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1753.83 ms [2021-10-02 04:09:00 main:581] : INFO : Epoch 1672 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1735.35 ms [2021-10-02 04:09:02 main:581] : INFO : Epoch 1673 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1699.74 ms [2021-10-02 04:09:04 main:581] : INFO : Epoch 1674 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1723.86 ms [2021-10-02 04:09:05 main:581] : INFO : Epoch 1675 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1725.9 ms [2021-10-02 04:09:07 main:581] : INFO : Epoch 1676 | loss: 0.0312492 | val_loss: 0.0312475 | Time: 1735.79 ms [2021-10-02 04:09:09 main:581] : INFO : Epoch 1677 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1738.08 ms [2021-10-02 04:09:10 main:581] : INFO : Epoch 1678 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1736.61 ms [2021-10-02 04:09:12 main:581] : INFO : Epoch 1679 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1728.51 ms [2021-10-02 04:09:14 main:581] : INFO : Epoch 1680 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1728.31 ms [2021-10-02 04:09:16 main:581] : INFO : Epoch 1681 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1724.46 ms [2021-10-02 04:09:17 main:581] : INFO : Epoch 1682 | loss: 0.0312477 | val_loss: 0.0312495 | Time: 1733.58 ms [2021-10-02 04:09:19 main:581] : INFO : Epoch 1683 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1747.33 ms [2021-10-02 04:09:21 main:581] : INFO : Epoch 1684 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1721.32 ms [2021-10-02 04:09:23 main:581] : INFO : Epoch 1685 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1704.72 ms [2021-10-02 04:09:24 main:581] : INFO : Epoch 1686 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1740.02 ms [2021-10-02 04:09:26 main:581] : INFO : Epoch 1687 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1739.4 ms [2021-10-02 04:09:28 main:581] : INFO : Epoch 1688 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1715.33 ms [2021-10-02 04:09:29 main:581] : INFO : Epoch 1689 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1716.75 ms [2021-10-02 04:09:31 main:581] : INFO : Epoch 1690 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1711.71 ms [2021-10-02 04:09:33 main:581] : INFO : Epoch 1691 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1725.54 ms [2021-10-02 04:09:35 main:581] : INFO : Epoch 1692 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1727.3 ms [2021-10-02 04:09:36 main:581] : INFO : Epoch 1693 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1739.24 ms [2021-10-02 04:09:38 main:581] : INFO : Epoch 1694 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1714.24 ms [2021-10-02 04:09:40 main:581] : INFO : Epoch 1695 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1704.34 ms [2021-10-02 04:09:42 main:581] : INFO : Epoch 1696 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1728.47 ms [2021-10-02 04:09:43 main:581] : INFO : Epoch 1697 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1745.45 ms [2021-10-02 04:09:45 main:581] : INFO : Epoch 1698 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1726.76 ms [2021-10-02 04:09:47 main:581] : INFO : Epoch 1699 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 1719.37 ms [2021-10-02 04:09:48 main:581] : INFO : Epoch 1700 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1735.57 ms [2021-10-02 04:09:50 main:581] : INFO : Epoch 1701 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1710.81 ms [2021-10-02 04:09:52 main:581] : INFO : Epoch 1702 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1698.01 ms [2021-10-02 04:09:54 main:581] : INFO : Epoch 1703 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1743.4 ms [2021-10-02 04:09:55 main:581] : INFO : Epoch 1704 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1722.02 ms [2021-10-02 04:09:57 main:581] : INFO : Epoch 1705 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1750.88 ms [2021-10-02 04:09:59 main:581] : INFO : Epoch 1706 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1752.43 ms [2021-10-02 04:10:01 main:581] : INFO : Epoch 1707 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1743.4 ms [2021-10-02 04:10:02 main:581] : INFO : Epoch 1708 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1735.79 ms [2021-10-02 04:10:04 main:581] : INFO : Epoch 1709 | loss: 0.0312486 | val_loss: 0.031251 | Time: 1746.92 ms [2021-10-02 04:10:06 main:581] : INFO : Epoch 1710 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1723.11 ms [2021-10-02 04:10:08 main:581] : INFO : Epoch 1711 | loss: 0.031249 | val_loss: 0.0312475 | Time: 1721.61 ms [2021-10-02 04:10:09 main:581] : INFO : Epoch 1712 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 1732.71 ms [2021-10-02 04:10:11 main:581] : INFO : Epoch 1713 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1736.4 ms [2021-10-02 04:10:13 main:581] : INFO : Epoch 1714 | loss: 0.0312475 | val_loss: 0.0312495 | Time: 1729.12 ms [2021-10-02 04:10:14 main:581] : INFO : Epoch 1715 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1742.02 ms [2021-10-02 04:10:16 main:581] : INFO : Epoch 1716 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1711.78 ms [2021-10-02 04:10:18 main:581] : INFO : Epoch 1717 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1728.67 ms [2021-10-02 04:10:20 main:581] : INFO : Epoch 1718 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1716.98 ms [2021-10-02 04:10:21 main:581] : INFO : Epoch 1719 | loss: 0.0312478 | val_loss: 0.0312509 | Time: 1714.72 ms [2021-10-02 04:10:23 main:581] : INFO : Epoch 1720 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1709.26 ms [2021-10-02 04:10:25 main:581] : INFO : Epoch 1721 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1725.81 ms [2021-10-02 04:10:27 main:581] : INFO : Epoch 1722 | loss: 0.031248 | val_loss: 0.0312483 | Time: 1742.53 ms [2021-10-02 04:10:28 main:581] : INFO : Epoch 1723 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1714.94 ms [2021-10-02 04:10:30 main:581] : INFO : Epoch 1724 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1739.76 ms [2021-10-02 04:10:32 main:581] : INFO : Epoch 1725 | loss: 0.031248 | val_loss: 0.0312482 | Time: 1713.65 ms [2021-10-02 04:10:33 main:581] : INFO : Epoch 1726 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1697.21 ms [2021-10-02 04:10:35 main:581] : INFO : Epoch 1727 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1723.27 ms [2021-10-02 04:10:37 main:581] : INFO : Epoch 1728 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1722.68 ms [2021-10-02 04:10:39 main:581] : INFO : Epoch 1729 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1723.03 ms [2021-10-02 04:10:40 main:581] : INFO : Epoch 1730 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1722.72 ms [2021-10-02 04:10:42 main:581] : INFO : Epoch 1731 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 1725.73 ms [2021-10-02 04:10:44 main:581] : INFO : Epoch 1732 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1730.42 ms [2021-10-02 04:10:45 main:581] : INFO : Epoch 1733 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1726.9 ms [2021-10-02 04:10:47 main:581] : INFO : Epoch 1734 | loss: 0.0312477 | val_loss: 0.0312495 | Time: 1722.02 ms [2021-10-02 04:10:49 main:581] : INFO : Epoch 1735 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1723.5 ms [2021-10-02 04:10:51 main:581] : INFO : Epoch 1736 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1715.03 ms [2021-10-02 04:10:52 main:581] : INFO : Epoch 1737 | loss: 0.0312472 | val_loss: 0.031248 | Time: 1676.67 ms [2021-10-02 04:10:54 main:581] : INFO : Epoch 1738 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 1718.05 ms [2021-10-02 04:10:56 main:581] : INFO : Epoch 1739 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 1736.21 ms [2021-10-02 04:10:57 main:581] : INFO : Epoch 1740 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1724.1 ms [2021-10-02 04:10:59 main:581] : INFO : Epoch 1741 | loss: 0.0312479 | val_loss: 0.0312521 | Time: 1723.66 ms [2021-10-02 04:11:01 main:581] : INFO : Epoch 1742 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1729.05 ms [2021-10-02 04:11:03 main:581] : INFO : Epoch 1743 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1723.76 ms [2021-10-02 04:11:04 main:581] : INFO : Epoch 1744 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1701.34 ms [2021-10-02 04:11:06 main:581] : INFO : Epoch 1745 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1699.52 ms [2021-10-02 04:11:08 main:581] : INFO : Epoch 1746 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1706.03 ms [2021-10-02 04:11:09 main:581] : INFO : Epoch 1747 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1705.57 ms [2021-10-02 04:11:11 main:581] : INFO : Epoch 1748 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1711.2 ms [2021-10-02 04:11:13 main:581] : INFO : Epoch 1749 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 1726.34 ms [2021-10-02 04:11:15 main:581] : INFO : Epoch 1750 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1722.46 ms [2021-10-02 04:11:16 main:581] : INFO : Epoch 1751 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1708.82 ms [2021-10-02 04:11:18 main:581] : INFO : Epoch 1752 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1717.09 ms [2021-10-02 04:11:20 main:581] : INFO : Epoch 1753 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1720.85 ms [2021-10-02 04:11:21 main:581] : INFO : Epoch 1754 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1716.38 ms [2021-10-02 04:11:23 main:581] : INFO : Epoch 1755 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 1718.95 ms [2021-10-02 04:11:25 main:581] : INFO : Epoch 1756 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1720.27 ms [2021-10-02 04:11:27 main:581] : INFO : Epoch 1757 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 1696.81 ms [2021-10-02 04:11:28 main:581] : INFO : Epoch 1758 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1717.38 ms [2021-10-02 04:11:30 main:581] : INFO : Epoch 1759 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 1705.45 ms [2021-10-02 04:11:32 main:581] : INFO : Epoch 1760 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 1730.9 ms [2021-10-02 04:11:34 main:581] : INFO : Epoch 1761 | loss: 0.031249 | val_loss: 0.0312513 | Time: 1717.58 ms [2021-10-02 04:11:35 main:581] : INFO : Epoch 1762 | loss: 0.0312494 | val_loss: 0.031248 | Time: 1732.69 ms [2021-10-02 04:11:37 main:581] : INFO : Epoch 1763 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 1729.5 ms [2021-10-02 04:11:39 main:581] : INFO : Epoch 1764 | loss: 0.0312508 | val_loss: 0.031249 | Time: 1740.62 ms [2021-10-02 04:11:40 main:581] : INFO : Epoch 1765 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1739.21 ms [2021-10-02 04:11:42 main:581] : INFO : Epoch 1766 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 1715.94 ms [2021-10-02 04:11:44 main:581] : INFO : Epoch 1767 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1750.61 ms [2021-10-02 04:11:46 main:581] : INFO : Epoch 1768 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 1738.25 ms [2021-10-02 04:11:47 main:581] : INFO : Epoch 1769 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 1741.06 ms [2021-10-02 04:11:49 main:581] : INFO : Epoch 1770 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1736.72 ms [2021-10-02 04:11:51 main:581] : INFO : Epoch 1771 | loss: 0.0312478 | val_loss: 0.0312506 | Time: 1720.6 ms [2021-10-02 04:11:53 main:581] : INFO : Epoch 1772 | loss: 0.0312496 | val_loss: 0.0312474 | Time: 1715.51 ms [2021-10-02 04:11:54 main:581] : INFO : Epoch 1773 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1730.49 ms [2021-10-02 04:11:56 main:581] : INFO : Epoch 1774 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 1736.09 ms [2021-10-02 04:11:58 main:581] : INFO : Epoch 1775 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1728.05 ms [2021-10-02 04:12:00 main:581] : INFO : Epoch 1776 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1728.56 ms [2021-10-02 04:12:01 main:581] : INFO : Epoch 1777 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 1723.87 ms [2021-10-02 04:12:03 main:581] : INFO : Epoch 1778 | loss: 0.0312477 | val_loss: 0.0312513 | Time: 1714.01 ms [2021-10-02 04:12:05 main:581] : INFO : Epoch 1779 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 1713.98 ms [2021-10-02 04:12:06 main:581] : INFO : Epoch 1780 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 1722.62 ms [2021-10-02 04:12:08 main:581] : INFO : Epoch 1781 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1734.2 ms [2021-10-02 04:12:10 main:581] : INFO : Epoch 1782 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 1705.66 ms [2021-10-02 04:12:12 main:581] : INFO : Epoch 1783 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1705.21 ms [2021-10-02 04:12:13 main:581] : INFO : Epoch 1784 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1712.18 ms [2021-10-02 04:12:15 main:581] : INFO : Epoch 1785 | loss: 0.0312477 | val_loss: 0.031248 | Time: 1725.84 ms [2021-10-02 04:12:17 main:581] : INFO : Epoch 1786 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1692.01 ms [2021-10-02 04:12:18 main:581] : INFO : Epoch 1787 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 1697.82 ms [2021-10-02 04:12:20 main:581] : INFO : Epoch 1788 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1723.99 ms [2021-10-02 04:12:22 main:581] : INFO : Epoch 1789 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1726.41 ms [2021-10-02 04:12:24 main:581] : INFO : Epoch 1790 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1719.38 ms [2021-10-02 04:12:25 main:581] : INFO : Epoch 1791 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1736.31 ms [2021-10-02 04:12:27 main:581] : INFO : Epoch 1792 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1705.44 ms [2021-10-02 04:12:29 main:581] : INFO : Epoch 1793 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1710.78 ms [2021-10-02 04:12:30 main:581] : INFO : Epoch 1794 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1736.1 ms [2021-10-02 04:12:32 main:581] : INFO : Epoch 1795 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1723.53 ms [2021-10-02 04:12:34 main:581] : INFO : Epoch 1796 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1739.62 ms [2021-10-02 04:12:36 main:581] : INFO : Epoch 1797 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 1738.45 ms [2021-10-02 04:12:37 main:581] : INFO : Epoch 1798 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1732.2 ms [2021-10-02 04:12:39 main:581] : INFO : Epoch 1799 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1705.15 ms [2021-10-02 04:12:41 main:581] : INFO : Epoch 1800 | loss: 0.0312481 | val_loss: 0.03125 | Time: 1713.17 ms [2021-10-02 04:12:42 main:581] : INFO : Epoch 1801 | loss: 0.0312496 | val_loss: 0.0312483 | Time: 1721.6 ms [2021-10-02 04:12:44 main:581] : INFO : Epoch 1802 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1752.67 ms [2021-10-02 04:12:46 main:581] : INFO : Epoch 1803 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 1735.29 ms [2021-10-02 04:12:48 main:581] : INFO : Epoch 1804 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 1727.12 ms [2021-10-02 04:12:49 main:581] : INFO : Epoch 1805 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1727.08 ms [2021-10-02 04:12:51 main:581] : INFO : Epoch 1806 | loss: 0.0312476 | val_loss: 0.0312503 | Time: 1727.69 ms [2021-10-02 04:12:53 main:581] : INFO : Epoch 1807 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1715.07 ms [2021-10-02 04:12:55 main:581] : INFO : Epoch 1808 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1724.08 ms [2021-10-02 04:12:56 main:581] : INFO : Epoch 1809 | loss: 0.031249 | val_loss: 0.0312476 | Time: 1742.77 ms [2021-10-02 04:12:58 main:581] : INFO : Epoch 1810 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1732.84 ms [2021-10-02 04:13:00 main:581] : INFO : Epoch 1811 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1725.03 ms [2021-10-02 04:13:02 main:581] : INFO : Epoch 1812 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1702.68 ms [2021-10-02 04:13:03 main:581] : INFO : Epoch 1813 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1721.1 ms [2021-10-02 04:13:05 main:581] : INFO : Epoch 1814 | loss: 0.031248 | val_loss: 0.0312486 | Time: 1718.63 ms [2021-10-02 04:13:07 main:581] : INFO : Epoch 1815 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1700.88 ms [2021-10-02 04:13:08 main:581] : INFO : Epoch 1816 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1718.66 ms [2021-10-02 04:13:10 main:581] : INFO : Epoch 1817 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 1713.86 ms [2021-10-02 04:13:12 main:581] : INFO : Epoch 1818 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1710.98 ms [2021-10-02 04:13:13 main:581] : INFO : Epoch 1819 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 1700.15 ms [2021-10-02 04:13:15 main:581] : INFO : Epoch 1820 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1737.93 ms [2021-10-02 04:13:17 main:581] : INFO : Epoch 1821 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1738.81 ms [2021-10-02 04:13:19 main:581] : INFO : Epoch 1822 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1706.08 ms [2021-10-02 04:13:20 main:581] : INFO : Epoch 1823 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1721.76 ms [2021-10-02 04:13:22 main:581] : INFO : Epoch 1824 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 1741.05 ms [2021-10-02 04:13:24 main:581] : INFO : Epoch 1825 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1714.55 ms [2021-10-02 04:13:26 main:581] : INFO : Epoch 1826 | loss: 0.031247 | val_loss: 0.0312481 | Time: 1731.15 ms [2021-10-02 04:13:27 main:581] : INFO : Epoch 1827 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 1707.14 ms [2021-10-02 04:13:29 main:581] : INFO : Epoch 1828 | loss: 0.031247 | val_loss: 0.0312475 | Time: 1733.12 ms [2021-10-02 04:13:31 main:581] : INFO : Epoch 1829 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1724.37 ms [2021-10-02 04:13:32 main:581] : INFO : Epoch 1830 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1720.75 ms [2021-10-02 04:13:34 main:581] : INFO : Epoch 1831 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1729 ms [2021-10-02 04:13:36 main:581] : INFO : Epoch 1832 | loss: 0.031247 | val_loss: 0.0312479 | Time: 1727.53 ms [2021-10-02 04:13:38 main:581] : INFO : Epoch 1833 | loss: 0.031247 | val_loss: 0.0312477 | Time: 1725.78 ms [2021-10-02 04:13:39 main:581] : INFO : Epoch 1834 | loss: 0.0312491 | val_loss: 0.031253 | Time: 1724.36 ms [2021-10-02 04:13:41 main:581] : INFO : Epoch 1835 | loss: 0.0312529 | val_loss: 0.0312536 | Time: 1736.28 ms [2021-10-02 04:13:43 main:581] : INFO : Epoch 1836 | loss: 0.0312517 | val_loss: 0.0312491 | Time: 1724.81 ms [2021-10-02 04:13:45 main:581] : INFO : Epoch 1837 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 1737.58 ms [2021-10-02 04:13:46 main:581] : INFO : Epoch 1838 | loss: 0.0312478 | val_loss: 0.0312498 | Time: 1738.21 ms [2021-10-02 04:13:48 main:581] : INFO : Epoch 1839 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1724.34 ms [2021-10-02 04:13:50 main:581] : INFO : Epoch 1840 | loss: 0.031247 | val_loss: 0.0312482 | Time: 1735.46 ms [2021-10-02 04:13:52 main:581] : INFO : Epoch 1841 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1740.61 ms [2021-10-02 04:13:53 main:581] : INFO : Epoch 1842 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1724.21 ms [2021-10-02 04:13:55 main:581] : INFO : Epoch 1843 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1730.66 ms [2021-10-02 04:13:57 main:581] : INFO : Epoch 1844 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1722.98 ms [2021-10-02 04:13:58 main:581] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1751.66 ms [2021-10-02 04:14:00 main:581] : INFO : Epoch 1846 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1750.24 ms [2021-10-02 04:14:02 main:581] : INFO : Epoch 1847 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1738.35 ms [2021-10-02 04:14:04 main:581] : INFO : Epoch 1848 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1732.02 ms [2021-10-02 04:14:05 main:581] : INFO : Epoch 1849 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1732.16 ms [2021-10-02 04:14:07 main:581] : INFO : Epoch 1850 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1721.27 ms [2021-10-02 04:14:09 main:581] : INFO : Epoch 1851 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1715.55 ms [2021-10-02 04:14:11 main:581] : INFO : Epoch 1852 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 1729.15 ms [2021-10-02 04:14:12 main:581] : INFO : Epoch 1853 | loss: 0.031247 | val_loss: 0.0312476 | Time: 1707.57 ms [2021-10-02 04:14:14 main:581] : INFO : Epoch 1854 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 1743.95 ms [2021-10-02 04:14:16 main:581] : INFO : Epoch 1855 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 1717.43 ms [2021-10-02 04:14:17 main:581] : INFO : Epoch 1856 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 1716.94 ms [2021-10-02 04:14:19 main:581] : INFO : Epoch 1857 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 1720.48 ms [2021-10-02 04:14:21 main:581] : INFO : Epoch 1858 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1719.2 ms [2021-10-02 04:14:23 main:581] : INFO : Epoch 1859 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 1723.48 ms [2021-10-02 04:14:24 main:581] : INFO : Epoch 1860 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 1719.69 ms [2021-10-02 04:14:26 main:581] : INFO : Epoch 1861 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1726.67 ms [2021-10-02 04:14:28 main:581] : INFO : Epoch 1862 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1729.92 ms [2021-10-02 04:14:30 main:581] : INFO : Epoch 1863 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1727.41 ms [2021-10-02 04:14:31 main:581] : INFO : Epoch 1864 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 1732.47 ms [2021-10-02 04:14:33 main:581] : INFO : Epoch 1865 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1713.64 ms [2021-10-02 04:14:35 main:581] : INFO : Epoch 1866 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 1736.6 ms [2021-10-02 04:14:36 main:581] : INFO : Epoch 1867 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1743.78 ms [2021-10-02 04:14:38 main:581] : INFO : Epoch 1868 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1725.11 ms [2021-10-02 04:14:40 main:581] : INFO : Epoch 1869 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1708.63 ms [2021-10-02 04:14:42 main:581] : INFO : Epoch 1870 | loss: 0.0312491 | val_loss: 0.0312475 | Time: 1742.88 ms [2021-10-02 04:14:43 main:581] : INFO : Epoch 1871 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1700.33 ms [2021-10-02 04:14:45 main:581] : INFO : Epoch 1872 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 1739.19 ms [2021-10-02 04:14:47 main:581] : INFO : Epoch 1873 | loss: 0.031248 | val_loss: 0.0312505 | Time: 1738.42 ms [2021-10-02 04:14:49 main:581] : INFO : Epoch 1874 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 1718.1 ms [2021-10-02 04:14:50 main:581] : INFO : Epoch 1875 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1713.48 ms [2021-10-02 04:14:52 main:581] : INFO : Epoch 1876 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1737.36 ms [2021-10-02 04:14:54 main:581] : INFO : Epoch 1877 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1732.99 ms [2021-10-02 04:14:55 main:581] : INFO : Epoch 1878 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1727.42 ms [2021-10-02 04:14:57 main:581] : INFO : Epoch 1879 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1748.8 ms [2021-10-02 04:14:59 main:581] : INFO : Epoch 1880 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1716.21 ms [2021-10-02 04:15:01 main:581] : INFO : Epoch 1881 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1748.33 ms [2021-10-02 04:15:02 main:581] : INFO : Epoch 1882 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1729.61 ms [2021-10-02 04:15:04 main:581] : INFO : Epoch 1883 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 1746.84 ms [2021-10-02 04:15:06 main:581] : INFO : Epoch 1884 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 1724.48 ms [2021-10-02 04:15:08 main:581] : INFO : Epoch 1885 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 1726 ms [2021-10-02 04:15:09 main:581] : INFO : Epoch 1886 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1722.1 ms [2021-10-02 04:15:11 main:581] : INFO : Epoch 1887 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1722.04 ms [2021-10-02 04:15:13 main:581] : INFO : Epoch 1888 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1747.09 ms [2021-10-02 04:15:14 main:581] : INFO : Epoch 1889 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1699.06 ms [2021-10-02 04:15:16 main:581] : INFO : Epoch 1890 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1712.05 ms [2021-10-02 04:15:18 main:581] : INFO : Epoch 1891 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 1726.01 ms [2021-10-02 04:15:20 main:581] : INFO : Epoch 1892 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1737.71 ms [2021-10-02 04:15:21 main:581] : INFO : Epoch 1893 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 1740.11 ms [2021-10-02 04:15:23 main:581] : INFO : Epoch 1894 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1737.97 ms [2021-10-02 04:15:25 main:581] : INFO : Epoch 1895 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1734.23 ms [2021-10-02 04:15:27 main:581] : INFO : Epoch 1896 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1740.3 ms [2021-10-02 04:15:28 main:581] : INFO : Epoch 1897 | loss: 0.0312476 | val_loss: 0.031247 | Time: 1742.28 ms [2021-10-02 04:15:30 main:581] : INFO : Epoch 1898 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 1713.62 ms [2021-10-02 04:15:32 main:581] : INFO : Epoch 1899 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1727.3 ms [2021-10-02 04:15:34 main:581] : INFO : Epoch 1900 | loss: 0.0312498 | val_loss: 0.0312482 | Time: 1732.97 ms [2021-10-02 04:15:35 main:581] : INFO : Epoch 1901 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1733.66 ms [2021-10-02 04:15:37 main:581] : INFO : Epoch 1902 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1735.29 ms [2021-10-02 04:15:39 main:581] : INFO : Epoch 1903 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1729.37 ms [2021-10-02 04:15:40 main:581] : INFO : Epoch 1904 | loss: 0.0312472 | val_loss: 0.0312487 | Time: 1719.25 ms [2021-10-02 04:15:42 main:581] : INFO : Epoch 1905 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1722.46 ms [2021-10-02 04:15:44 main:581] : INFO : Epoch 1906 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1733.69 ms [2021-10-02 04:15:46 main:581] : INFO : Epoch 1907 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1678.55 ms [2021-10-02 04:15:47 main:581] : INFO : Epoch 1908 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1724.2 ms [2021-10-02 04:15:49 main:581] : INFO : Epoch 1909 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1725.75 ms [2021-10-02 04:15:51 main:581] : INFO : Epoch 1910 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 1722.92 ms [2021-10-02 04:15:53 main:581] : INFO : Epoch 1911 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1737.45 ms [2021-10-02 04:15:54 main:581] : INFO : Epoch 1912 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1698.25 ms [2021-10-02 04:15:56 main:581] : INFO : Epoch 1913 | loss: 0.031247 | val_loss: 0.0312476 | Time: 1739.36 ms [2021-10-02 04:15:58 main:581] : INFO : Epoch 1914 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1726.87 ms [2021-10-02 04:15:59 main:581] : INFO : Epoch 1915 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1706.06 ms [2021-10-02 04:16:01 main:581] : INFO : Epoch 1916 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1699.69 ms [2021-10-02 04:16:03 main:581] : INFO : Epoch 1917 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 1718.27 ms [2021-10-02 04:16:05 main:581] : INFO : Epoch 1918 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 1715.31 ms [2021-10-02 04:16:06 main:581] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.0312572 | Time: 1741.89 ms [2021-10-02 04:16:08 main:581] : INFO : Epoch 1920 | loss: 0.0312582 | val_loss: 0.0312581 | Time: 1724.94 ms [2021-10-02 04:16:10 main:581] : INFO : Epoch 1921 | loss: 0.0312528 | val_loss: 0.0312495 | Time: 1706.8 ms [2021-10-02 04:16:11 main:581] : INFO : Epoch 1922 | loss: 0.0312499 | val_loss: 0.0312477 | Time: 1733.74 ms [2021-10-02 04:16:13 main:581] : INFO : Epoch 1923 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1735.09 ms [2021-10-02 04:16:15 main:581] : INFO : Epoch 1924 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1730.73 ms [2021-10-02 04:16:17 main:581] : INFO : Epoch 1925 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1742.44 ms [2021-10-02 04:16:18 main:581] : INFO : Epoch 1926 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1708.26 ms [2021-10-02 04:16:20 main:581] : INFO : Epoch 1927 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1724.77 ms [2021-10-02 04:16:22 main:581] : INFO : Epoch 1928 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1720.42 ms [2021-10-02 04:16:23 main:581] : INFO : Epoch 1929 | loss: 0.0312474 | val_loss: 0.031247 | Time: 1705.12 ms [2021-10-02 04:16:25 main:581] : INFO : Epoch 1930 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1698.99 ms [2021-10-02 04:16:27 main:581] : INFO : Epoch 1931 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 1709.32 ms [2021-10-02 04:16:29 main:581] : INFO : Epoch 1932 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 1705.31 ms [2021-10-02 04:16:30 main:581] : INFO : Epoch 1933 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1695.62 ms [2021-10-02 04:16:32 main:581] : INFO : Epoch 1934 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1720.11 ms [2021-10-02 04:16:34 main:581] : INFO : Epoch 1935 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1730.52 ms [2021-10-02 04:16:35 main:581] : INFO : Epoch 1936 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1727.06 ms [2021-10-02 04:16:37 main:581] : INFO : Epoch 1937 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1712.79 ms [2021-10-02 04:16:39 main:581] : INFO : Epoch 1938 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1732.01 ms [2021-10-02 04:16:41 main:581] : INFO : Epoch 1939 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 1749.7 ms [2021-10-02 04:16:42 main:581] : INFO : Epoch 1940 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1712.42 ms [2021-10-02 04:16:44 main:581] : INFO : Epoch 1941 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1742.46 ms [2021-10-02 04:16:46 main:581] : INFO : Epoch 1942 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1717.55 ms [2021-10-02 04:16:48 main:581] : INFO : Epoch 1943 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 1726.29 ms [2021-10-02 04:16:49 main:581] : INFO : Epoch 1944 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1721.55 ms [2021-10-02 04:16:51 main:581] : INFO : Epoch 1945 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 1745.3 ms [2021-10-02 04:16:53 main:581] : INFO : Epoch 1946 | loss: 0.0312473 | val_loss: 0.031248 | Time: 1726.77 ms [2021-10-02 04:16:54 main:581] : INFO : Epoch 1947 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 1709.83 ms [2021-10-02 04:16:56 main:581] : INFO : Epoch 1948 | loss: 0.031247 | val_loss: 0.0312484 | Time: 1741.94 ms [2021-10-02 04:16:58 main:581] : INFO : Epoch 1949 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 1733.32 ms [2021-10-02 04:17:00 main:581] : INFO : Epoch 1950 | loss: 0.0312484 | val_loss: 0.0312547 | Time: 1727.58 ms [2021-10-02 04:17:01 main:581] : INFO : Epoch 1951 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1734.94 ms [2021-10-02 04:17:03 main:581] : INFO : Epoch 1952 | loss: 0.031248 | val_loss: 0.0312504 | Time: 1735.96 ms [2021-10-02 04:17:05 main:581] : INFO : Epoch 1953 | loss: 0.031248 | val_loss: 0.0312501 | Time: 1733.89 ms [2021-10-02 04:17:07 main:581] : INFO : Epoch 1954 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1731.8 ms [2021-10-02 04:17:08 main:581] : INFO : Epoch 1955 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1726.09 ms [2021-10-02 04:17:10 main:581] : INFO : Epoch 1956 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 1725.41 ms [2021-10-02 04:17:12 main:581] : INFO : Epoch 1957 | loss: 0.0312467 | val_loss: 0.031248 | Time: 1728.14 ms [2021-10-02 04:17:14 main:581] : INFO : Epoch 1958 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 1729.88 ms [2021-10-02 04:17:15 main:581] : INFO : Epoch 1959 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 1742.17 ms [2021-10-02 04:17:17 main:581] : INFO : Epoch 1960 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 1754.82 ms [2021-10-02 04:17:19 main:581] : INFO : Epoch 1961 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1727.09 ms [2021-10-02 04:17:20 main:581] : INFO : Epoch 1962 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 1716.37 ms [2021-10-02 04:17:22 main:581] : INFO : Epoch 1963 | loss: 0.0312475 | val_loss: 0.0312491 | Time: 1733.24 ms [2021-10-02 04:17:24 main:581] : INFO : Epoch 1964 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 1715.1 ms [2021-10-02 04:17:26 main:581] : INFO : Epoch 1965 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1697.68 ms [2021-10-02 04:17:27 main:581] : INFO : Epoch 1966 | loss: 0.0312504 | val_loss: 0.031254 | Time: 1726.02 ms [2021-10-02 04:17:29 main:581] : INFO : Epoch 1967 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 1711.89 ms [2021-10-02 04:17:31 main:581] : INFO : Epoch 1968 | loss: 0.0336775 | val_loss: 0.0327063 | Time: 1725.07 ms [2021-10-02 04:17:32 main:581] : INFO : Epoch 1969 | loss: 0.0331241 | val_loss: 0.0318482 | Time: 1696.81 ms [2021-10-02 04:17:34 main:581] : INFO : Epoch 1970 | loss: 0.0319283 | val_loss: 0.0313897 | Time: 1740.34 ms [2021-10-02 04:17:36 main:581] : INFO : Epoch 1971 | loss: 0.0313384 | val_loss: 0.0312848 | Time: 1720.74 ms [2021-10-02 04:17:38 main:581] : INFO : Epoch 1972 | loss: 0.0312682 | val_loss: 0.031255 | Time: 1714.93 ms [2021-10-02 04:17:39 main:581] : INFO : Epoch 1973 | loss: 0.0312535 | val_loss: 0.0312515 | Time: 1731.71 ms [2021-10-02 04:17:41 main:581] : INFO : Epoch 1974 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1739.37 ms [2021-10-02 04:17:43 main:581] : INFO : Epoch 1975 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1709.02 ms [2021-10-02 04:17:45 main:581] : INFO : Epoch 1976 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1736.31 ms [2021-10-02 04:17:46 main:581] : INFO : Epoch 1977 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1716.58 ms [2021-10-02 04:17:48 main:581] : INFO : Epoch 1978 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1726.66 ms [2021-10-02 04:17:50 main:581] : INFO : Epoch 1979 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1717.67 ms [2021-10-02 04:17:51 main:581] : INFO : Epoch 1980 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1712.2 ms [2021-10-02 04:17:53 main:581] : INFO : Epoch 1981 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1724 ms [2021-10-02 04:17:55 main:581] : INFO : Epoch 1982 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1698.52 ms [2021-10-02 04:17:57 main:581] : INFO : Epoch 1983 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1724.67 ms [2021-10-02 04:17:58 main:581] : INFO : Epoch 1984 | loss: 0.031248 | val_loss: 0.03125 | Time: 1726.4 ms [2021-10-02 04:18:00 main:581] : INFO : Epoch 1985 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1727.94 ms [2021-10-02 04:18:02 main:581] : INFO : Epoch 1986 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1744.05 ms [2021-10-02 04:18:04 main:581] : INFO : Epoch 1987 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1737.71 ms [2021-10-02 04:18:05 main:581] : INFO : Epoch 1988 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1747.56 ms [2021-10-02 04:18:07 main:581] : INFO : Epoch 1989 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1735.58 ms [2021-10-02 04:18:09 main:581] : INFO : Epoch 1990 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 1711.4 ms [2021-10-02 04:18:10 main:581] : INFO : Epoch 1991 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1719.43 ms [2021-10-02 04:18:12 main:581] : INFO : Epoch 1992 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1736.7 ms [2021-10-02 04:18:14 main:581] : INFO : Epoch 1993 | loss: 0.0312472 | val_loss: 0.0312494 | Time: 1743.4 ms [2021-10-02 04:18:16 main:581] : INFO : Epoch 1994 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1706.42 ms [2021-10-02 04:18:17 main:581] : INFO : Epoch 1995 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1712.27 ms [2021-10-02 04:18:19 main:581] : INFO : Epoch 1996 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1728.84 ms [2021-10-02 04:18:21 main:581] : INFO : Epoch 1997 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 1726.8 ms [2021-10-02 04:18:23 main:581] : INFO : Epoch 1998 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 1731.15 ms [2021-10-02 04:18:24 main:581] : INFO : Epoch 1999 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1713.6 ms [2021-10-02 04:18:26 main:581] : INFO : Epoch 2000 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 1720.1 ms [2021-10-02 04:18:28 main:581] : INFO : Epoch 2001 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1722.56 ms [2021-10-02 04:18:29 main:581] : INFO : Epoch 2002 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1709.19 ms [2021-10-02 04:18:31 main:581] : INFO : Epoch 2003 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1719.43 ms [2021-10-02 04:18:33 main:581] : INFO : Epoch 2004 | loss: 0.0312473 | val_loss: 0.0312508 | Time: 1738.86 ms [2021-10-02 04:18:35 main:581] : INFO : Epoch 2005 | loss: 0.0312483 | val_loss: 0.0312464 | Time: 1720.88 ms [2021-10-02 04:18:36 main:581] : INFO : Epoch 2006 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 1711.71 ms [2021-10-02 04:18:38 main:581] : INFO : Epoch 2007 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 1734.3 ms [2021-10-02 04:18:40 main:581] : INFO : Epoch 2008 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 1726.15 ms [2021-10-02 04:18:41 main:581] : INFO : Epoch 2009 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1732.45 ms [2021-10-02 04:18:43 main:581] : INFO : Epoch 2010 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 1717.77 ms [2021-10-02 04:18:45 main:581] : INFO : Epoch 2011 | loss: 0.031246 | val_loss: 0.0312458 | Time: 1727.33 ms [2021-10-02 04:18:47 main:581] : INFO : Epoch 2012 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 1714.81 ms [2021-10-02 04:18:48 main:581] : INFO : Epoch 2013 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1708.7 ms [2021-10-02 04:18:50 main:581] : INFO : Epoch 2014 | loss: 0.0312469 | val_loss: 0.031247 | Time: 1718.97 ms [2021-10-02 04:18:52 main:581] : INFO : Epoch 2015 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1715.34 ms [2021-10-02 04:18:54 main:581] : INFO : Epoch 2016 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 1725.62 ms [2021-10-02 04:18:55 main:581] : INFO : Epoch 2017 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 1715.8 ms [2021-10-02 04:18:57 main:581] : INFO : Epoch 2018 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1711.26 ms [2021-10-02 04:18:59 main:581] : INFO : Epoch 2019 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1728.46 ms [2021-10-02 04:19:00 main:581] : INFO : Epoch 2020 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 1707.55 ms [2021-10-02 04:19:02 main:581] : INFO : Epoch 2021 | loss: 0.0312467 | val_loss: 0.031246 | Time: 1717.06 ms [2021-10-02 04:19:04 main:581] : INFO : Epoch 2022 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1684.9 ms [2021-10-02 04:19:06 main:581] : INFO : Epoch 2023 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 1730.4 ms [2021-10-02 04:19:07 main:581] : INFO : Epoch 2024 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1719.7 ms [2021-10-02 04:19:09 main:581] : INFO : Epoch 2025 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 1706.29 ms [2021-10-02 04:19:11 main:581] : INFO : Epoch 2026 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1730.78 ms [2021-10-02 04:19:12 main:581] : INFO : Epoch 2027 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 1741.96 ms [2021-10-02 04:19:14 main:581] : INFO : Epoch 2028 | loss: 0.031247 | val_loss: 0.03125 | Time: 1732.15 ms [2021-10-02 04:19:16 main:581] : INFO : Epoch 2029 | loss: 0.031247 | val_loss: 0.0312463 | Time: 1733.01 ms [2021-10-02 04:19:18 main:581] : INFO : Epoch 2030 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 1731.56 ms [2021-10-02 04:19:19 main:581] : INFO : Epoch 2031 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1742.39 ms [2021-10-02 04:19:21 main:581] : INFO : Epoch 2032 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 1742.82 ms [2021-10-02 04:19:23 main:581] : INFO : Epoch 2033 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 1720.09 ms [2021-10-02 04:19:25 main:581] : INFO : Epoch 2034 | loss: 0.0312474 | val_loss: 0.0312458 | Time: 1726.43 ms [2021-10-02 04:19:26 main:581] : INFO : Epoch 2035 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1717.49 ms [2021-10-02 04:19:28 main:581] : INFO : Epoch 2036 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 1718.39 ms [2021-10-02 04:19:30 main:581] : INFO : Epoch 2037 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1716.59 ms [2021-10-02 04:19:31 main:581] : INFO : Epoch 2038 | loss: 0.0312452 | val_loss: 0.0312467 | Time: 1711.02 ms [2021-10-02 04:19:33 main:581] : INFO : Epoch 2039 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1717.51 ms [2021-10-02 04:19:35 main:581] : INFO : Epoch 2040 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1711.28 ms [2021-10-02 04:19:37 main:581] : INFO : Epoch 2041 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1707.74 ms [2021-10-02 04:19:38 main:581] : INFO : Epoch 2042 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1760.6 ms [2021-10-02 04:19:40 main:581] : INFO : Epoch 2043 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 1710.37 ms [2021-10-02 04:19:42 main:581] : INFO : Epoch 2044 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 1723.14 ms [2021-10-02 04:19:43 main:581] : INFO : Epoch 2045 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1731.13 ms [2021-10-02 04:19:45 main:581] : INFO : Epoch 2046 | loss: 0.031246 | val_loss: 0.0312476 | Time: 1737.71 ms [2021-10-02 04:19:47 main:581] : INFO : Epoch 2047 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1750.41 ms [2021-10-02 04:19:49 main:581] : INFO : Epoch 2048 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1720.2 ms [2021-10-02 04:19:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312451 [2021-10-02 04:19:49 main:610] : INFO : Saving end state to config to file [2021-10-02 04:19:49 main:615] : INFO : Success, exiting.. 04:19:49 (933215): 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)