Task 13195354
| Name | ParityModified-1645997791-27390-1-0_1 |
| Workunit | 9489300 |
| Created | 14 Mar 2022, 19:32:49 UTC |
| Sent | 14 Mar 2022, 20:40:09 UTC |
| Report deadline | 22 Mar 2022, 20:40:09 UTC |
| Received | 15 Mar 2022, 3:12:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 11 min 8 sec |
| CPU time | 1 hours 11 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 3 main:581] : INFO : Epoch 1581 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1993.18 ms [2022-03-15 03:03:25 main:581] : INFO : Epoch 1582 | loss: 0.0312455 | val_loss: 0.0312484 | Time: 2027 ms [2022-03-15 03:03:27 main:581] : INFO : Epoch 1583 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 2005.61 ms [2022-03-15 03:03:29 main:581] : INFO : Epoch 1584 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 2011.76 ms [2022-03-15 03:03:31 main:581] : INFO : Epoch 1585 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 1988.63 ms [2022-03-15 03:03:33 main:581] : INFO : Epoch 1586 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1990.68 ms [2022-03-15 03:03:35 main:581] : INFO : Epoch 1587 | loss: 0.0312464 | val_loss: 0.031247 | Time: 2020.15 ms [2022-03-15 03:03:37 main:581] : INFO : Epoch 1588 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2061.24 ms [2022-03-15 03:03:39 main:581] : INFO : Epoch 1589 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2030.56 ms [2022-03-15 03:03:41 main:581] : INFO : Epoch 1590 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2061.53 ms [2022-03-15 03:03:43 main:581] : INFO : Epoch 1591 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 1998.1 ms [2022-03-15 03:03:45 main:581] : INFO : Epoch 1592 | loss: 0.031246 | val_loss: 0.0312472 | Time: 2048.04 ms [2022-03-15 03:03:47 main:581] : INFO : Epoch 1593 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 2013.76 ms [2022-03-15 03:03:49 main:581] : INFO : Epoch 1594 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1993.56 ms [2022-03-15 03:03:51 main:581] : INFO : Epoch 1595 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1990.87 ms [2022-03-15 03:03:53 main:581] : INFO : Epoch 1596 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 1992.17 ms [2022-03-15 03:03:55 main:581] : INFO : Epoch 1597 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 2040.92 ms [2022-03-15 03:03:57 main:581] : INFO : Epoch 1598 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 2014.34 ms [2022-03-15 03:03:59 main:581] : INFO : Epoch 1599 | loss: 0.0312463 | val_loss: 0.031247 | Time: 1991.41 ms [2022-03-15 03:04:01 main:581] : INFO : Epoch 1600 | loss: 0.0312468 | val_loss: 0.0312472 | Time: 2513.83 ms [2022-03-15 03:04:05 main:581] : INFO : Epoch 1601 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 3204.61 ms [2022-03-15 03:04:07 main:581] : INFO : Epoch 1602 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2821.85 ms [2022-03-15 03:04:09 main:581] : INFO : Epoch 1603 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 1997.17 ms [2022-03-15 03:04:11 main:581] : INFO : Epoch 1604 | loss: 0.031246 | val_loss: 0.0312479 | Time: 2007.19 ms [2022-03-15 03:04:13 main:581] : INFO : Epoch 1605 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 2001.03 ms [2022-03-15 03:04:15 main:581] : INFO : Epoch 1606 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1989.36 ms [2022-03-15 03:04:17 main:581] : INFO : Epoch 1607 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1988.78 ms [2022-03-15 03:04:19 main:581] : INFO : Epoch 1608 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 2003.43 ms [2022-03-15 03:04:21 main:581] : INFO : Epoch 1609 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 2086.05 ms [2022-03-15 03:04:23 main:581] : INFO : Epoch 1610 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 2004.63 ms [2022-03-15 03:04:26 main:581] : INFO : Epoch 1611 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 2130.38 ms [2022-03-15 03:04:28 main:581] : INFO : Epoch 1612 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 2056.6 ms [2022-03-15 03:04:30 main:581] : INFO : Epoch 1613 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 2015.71 ms [2022-03-15 03:04:32 main:581] : INFO : Epoch 1614 | loss: 0.0312467 | val_loss: 0.031248 | Time: 2003.14 ms [2022-03-15 03:04:34 main:581] : INFO : Epoch 1615 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 1989.63 ms [2022-03-15 03:04:36 main:581] : INFO : Epoch 1616 | loss: 0.0312459 | val_loss: 0.0312478 | Time: 1989.45 ms [2022-03-15 03:04:38 main:581] : INFO : Epoch 1617 | loss: 0.031247 | val_loss: 0.0312476 | Time: 2002.78 ms [2022-03-15 03:04:40 main:581] : INFO : Epoch 1618 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2005.61 ms [2022-03-15 03:04:42 main:581] : INFO : Epoch 1619 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 2050.02 ms [2022-03-15 03:04:44 main:581] : INFO : Epoch 1620 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1993.9 ms [2022-03-15 03:04:46 main:581] : INFO : Epoch 1621 | loss: 0.0312465 | val_loss: 0.031248 | Time: 1994.58 ms [2022-03-15 03:04:48 main:581] : INFO : Epoch 1622 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 2134.9 ms [2022-03-15 03:04:50 main:581] : INFO : Epoch 1623 | loss: 0.0312458 | val_loss: 0.0312486 | Time: 2038.34 ms [2022-03-15 03:04:52 main:581] : INFO : Epoch 1624 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2030.1 ms [2022-03-15 03:04:54 main:581] : INFO : Epoch 1625 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2000.59 ms [2022-03-15 03:04:56 main:581] : INFO : Epoch 1626 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 2011.43 ms [2022-03-15 03:04:58 main:581] : INFO : Epoch 1627 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 1999.56 ms [2022-03-15 03:05:00 main:581] : INFO : Epoch 1628 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 1990.3 ms [2022-03-15 03:05:02 main:581] : INFO : Epoch 1629 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 2129.65 ms [2022-03-15 03:05:04 main:581] : INFO : Epoch 1630 | loss: 0.0312459 | val_loss: 0.031247 | Time: 2000.43 ms [2022-03-15 03:05:06 main:581] : INFO : Epoch 1631 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 2025.2 ms [2022-03-15 03:05:08 main:581] : INFO : Epoch 1632 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 2008.98 ms [2022-03-15 03:05:10 main:581] : INFO : Epoch 1633 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 2019.58 ms [2022-03-15 03:05:12 main:581] : INFO : Epoch 1634 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 2040.04 ms [2022-03-15 03:05:14 main:581] : INFO : Epoch 1635 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2029.12 ms [2022-03-15 03:05:16 main:581] : INFO : Epoch 1636 | loss: 0.0312458 | val_loss: 0.0312502 | Time: 2071.34 ms [2022-03-15 03:05:18 main:581] : INFO : Epoch 1637 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 1997.23 ms [2022-03-15 03:05:20 main:581] : INFO : Epoch 1638 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1992.49 ms [2022-03-15 03:05:22 main:581] : INFO : Epoch 1639 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 2006.6 ms [2022-03-15 03:05:24 main:581] : INFO : Epoch 1640 | loss: 0.0312463 | val_loss: 0.0312482 | Time: 2000.74 ms [2022-03-15 03:05:26 main:581] : INFO : Epoch 1641 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 1989.18 ms [2022-03-15 03:05:28 main:581] : INFO : Epoch 1642 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2026.89 ms [2022-03-15 03:05:30 main:581] : INFO : Epoch 1643 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2003.53 ms [2022-03-15 03:05:32 main:581] : INFO : Epoch 1644 | loss: 0.031246 | val_loss: 0.0312468 | Time: 2013.73 ms [2022-03-15 03:05:34 main:581] : INFO : Epoch 1645 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 2005.01 ms [2022-03-15 03:05:36 main:581] : INFO : Epoch 1646 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 2019.19 ms [2022-03-15 03:05:38 main:581] : INFO : Epoch 1647 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 2066.72 ms [2022-03-15 03:05:40 main:581] : INFO : Epoch 1648 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2073.5 ms [2022-03-15 03:05:42 main:581] : INFO : Epoch 1649 | loss: 0.0312479 | val_loss: 0.031249 | Time: 2008.09 ms [2022-03-15 03:05:44 main:581] : INFO : Epoch 1650 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1994.02 ms [2022-03-15 03:05:46 main:581] : INFO : Epoch 1651 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1991.45 ms [2022-03-15 03:05:48 main:581] : INFO : Epoch 1652 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2008.32 ms [2022-03-15 03:05:51 main:581] : INFO : Epoch 1653 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 2115.01 ms [2022-03-15 03:05:53 main:581] : INFO : Epoch 1654 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 1999.26 ms [2022-03-15 03:05:55 main:581] : INFO : Epoch 1655 | loss: 0.0312458 | val_loss: 0.0312477 | Time: 1994.99 ms [2022-03-15 03:05:57 main:581] : INFO : Epoch 1656 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2001.42 ms [2022-03-15 03:05:59 main:581] : INFO : Epoch 1657 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 2020.12 ms [2022-03-15 03:06:01 main:581] : INFO : Epoch 1658 | loss: 0.0312456 | val_loss: 0.0312467 | Time: 2298.2 ms [2022-03-15 03:06:03 main:581] : INFO : Epoch 1659 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 2154.71 ms [2022-03-15 03:06:05 main:581] : INFO : Epoch 1660 | loss: 0.0312456 | val_loss: 0.031247 | Time: 2030.27 ms [2022-03-15 03:06:07 main:581] : INFO : Epoch 1661 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 2016.85 ms [2022-03-15 03:06:09 main:581] : INFO : Epoch 1662 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2024.57 ms [2022-03-15 03:06:11 main:581] : INFO : Epoch 1663 | loss: 0.0312458 | val_loss: 0.0312477 | Time: 2013.7 ms [2022-03-15 03:06:13 main:581] : INFO : Epoch 1664 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2018.91 ms [2022-03-15 03:06:15 main:581] : INFO : Epoch 1665 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 2010.48 ms [2022-03-15 03:06:17 main:581] : INFO : Epoch 1666 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 2001.17 ms [2022-03-15 03:06:19 main:581] : INFO : Epoch 1667 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1992.41 ms [2022-03-15 03:06:21 main:581] : INFO : Epoch 1668 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2078.86 ms [2022-03-15 03:06:23 main:581] : INFO : Epoch 1669 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 2013.2 ms [2022-03-15 03:06:25 main:581] : INFO : Epoch 1670 | loss: 0.031246 | val_loss: 0.0312475 | Time: 2006.9 ms [2022-03-15 03:06:27 main:581] : INFO : Epoch 1671 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 1991.5 ms [2022-03-15 03:06:29 main:581] : INFO : Epoch 1672 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 1991.83 ms [2022-03-15 03:06:31 main:581] : INFO : Epoch 1673 | loss: 0.0312471 | val_loss: 0.0312497 | Time: 2032.45 ms [2022-03-15 03:06:33 main:581] : INFO : Epoch 1674 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 2065.97 ms [2022-03-15 03:06:35 main:581] : INFO : Epoch 1675 | loss: 0.0312469 | val_loss: 0.031249 | Time: 1997.66 ms [2022-03-15 03:06:37 main:581] : INFO : Epoch 1676 | loss: 0.0312476 | val_loss: 0.03125 | Time: 2028.88 ms [2022-03-15 03:06:39 main:581] : INFO : Epoch 1677 | loss: 0.031247 | val_loss: 0.0312473 | Time: 1994.73 ms [2022-03-15 03:06:41 main:581] : INFO : Epoch 1678 | loss: 0.0312459 | val_loss: 0.0312485 | Time: 2010.57 ms [2022-03-15 03:06:43 main:581] : INFO : Epoch 1679 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2003.8 ms [2022-03-15 03:06:45 main:581] : INFO : Epoch 1680 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1992.15 ms [2022-03-15 03:06:47 main:581] : INFO : Epoch 1681 | loss: 0.0312465 | val_loss: 0.03125 | Time: 2001.83 ms [2022-03-15 03:06:49 main:581] : INFO : Epoch 1682 | loss: 0.0312472 | val_loss: 0.0312501 | Time: 2072.42 ms [2022-03-15 03:06:51 main:581] : INFO : Epoch 1683 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2017.71 ms [2022-03-15 03:06:53 main:581] : INFO : Epoch 1684 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 1997.84 ms [2022-03-15 03:06:56 main:581] : INFO : Epoch 1685 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 2069.09 ms [2022-03-15 03:06:58 main:581] : INFO : Epoch 1686 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1998.78 ms [2022-03-15 03:07:00 main:581] : INFO : Epoch 1687 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 2015.79 ms [2022-03-15 03:07:02 main:581] : INFO : Epoch 1688 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 2417.57 ms [2022-03-15 03:07:04 main:581] : INFO : Epoch 1689 | loss: 0.031246 | val_loss: 0.0312474 | Time: 1995.73 ms [2022-03-15 03:07:06 main:581] : INFO : Epoch 1690 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1991.85 ms [2022-03-15 03:07:08 main:581] : INFO : Epoch 1691 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 2009.97 ms [2022-03-15 03:07:10 main:581] : INFO : Epoch 1692 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 2038.02 ms [2022-03-15 03:07:12 main:581] : INFO : Epoch 1693 | loss: 0.0312463 | val_loss: 0.0312542 | Time: 2033.77 ms [2022-03-15 03:07:14 main:581] : INFO : Epoch 1694 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1996.41 ms [2022-03-15 03:07:16 main:581] : INFO : Epoch 1695 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2112.03 ms [2022-03-15 03:07:18 main:581] : INFO : Epoch 1696 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 2012.17 ms [2022-03-15 03:07:20 main:581] : INFO : Epoch 1697 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 1992.95 ms [2022-03-15 03:07:22 main:581] : INFO : Epoch 1698 | loss: 0.0312465 | val_loss: 0.031249 | Time: 1993.62 ms [2022-03-15 03:07:24 main:581] : INFO : Epoch 1699 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 1996.59 ms [2022-03-15 03:07:26 main:581] : INFO : Epoch 1700 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 2014.86 ms [2022-03-15 03:07:28 main:581] : INFO : Epoch 1701 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 2088.6 ms [2022-03-15 03:07:30 main:581] : INFO : Epoch 1702 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 1998.88 ms [2022-03-15 03:07:32 main:581] : INFO : Epoch 1703 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1995.41 ms [2022-03-15 03:07:34 main:581] : INFO : Epoch 1704 | loss: 0.0312456 | val_loss: 0.0312486 | Time: 2012.36 ms [2022-03-15 03:07:36 main:581] : INFO : Epoch 1705 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2022.71 ms [2022-03-15 03:07:38 main:581] : INFO : Epoch 1706 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 2090.34 ms [2022-03-15 03:07:40 main:581] : INFO : Epoch 1707 | loss: 0.0312489 | val_loss: 0.0312555 | Time: 2003.92 ms [2022-03-15 03:07:42 main:581] : INFO : Epoch 1708 | loss: 0.031252 | val_loss: 0.03125 | Time: 2009.93 ms [2022-03-15 03:07:44 main:581] : INFO : Epoch 1709 | loss: 0.0312476 | val_loss: 0.0312511 | Time: 2002.91 ms [2022-03-15 03:07:46 main:581] : INFO : Epoch 1710 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 1990.24 ms [2022-03-15 03:07:48 main:581] : INFO : Epoch 1711 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 1989.01 ms [2022-03-15 03:07:50 main:581] : INFO : Epoch 1712 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1994.5 ms [2022-03-15 03:07:52 main:581] : INFO : Epoch 1713 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 2140.92 ms [2022-03-15 03:07:54 main:581] : INFO : Epoch 1714 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 2004.5 ms [2022-03-15 03:07:57 main:581] : INFO : Epoch 1715 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 2028.44 ms [2022-03-15 03:07:59 main:581] : INFO : Epoch 1716 | loss: 0.031247 | val_loss: 0.0312489 | Time: 2000.68 ms [2022-03-15 03:08:01 main:581] : INFO : Epoch 1717 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 2194.55 ms [2022-03-15 03:08:03 main:581] : INFO : Epoch 1718 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 2113.37 ms [2022-03-15 03:08:05 main:581] : INFO : Epoch 1719 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1993.99 ms [2022-03-15 03:08:07 main:581] : INFO : Epoch 1720 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 1990.51 ms [2022-03-15 03:08:09 main:581] : INFO : Epoch 1721 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 2002.41 ms [2022-03-15 03:08:11 main:581] : INFO : Epoch 1722 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 2003.81 ms [2022-03-15 03:08:13 main:581] : INFO : Epoch 1723 | loss: 0.0312458 | val_loss: 0.031247 | Time: 1992.93 ms [2022-03-15 03:08:15 main:581] : INFO : Epoch 1724 | loss: 0.0312459 | val_loss: 0.031247 | Time: 2082.26 ms [2022-03-15 03:08:17 main:581] : INFO : Epoch 1725 | loss: 0.0312459 | val_loss: 0.0312489 | Time: 2000.93 ms [2022-03-15 03:08:19 main:581] : INFO : Epoch 1726 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 2058.48 ms [2022-03-15 03:08:21 main:581] : INFO : Epoch 1727 | loss: 0.031246 | val_loss: 0.0312483 | Time: 2005.33 ms [2022-03-15 03:08:23 main:581] : INFO : Epoch 1728 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 2033.57 ms [2022-03-15 03:08:25 main:581] : INFO : Epoch 1729 | loss: 0.0312457 | val_loss: 0.031247 | Time: 2000.57 ms [2022-03-15 03:08:27 main:581] : INFO : Epoch 1730 | loss: 0.0312457 | val_loss: 0.0312487 | Time: 2048.36 ms [2022-03-15 03:08:29 main:581] : INFO : Epoch 1731 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2003.13 ms [2022-03-15 03:08:31 main:581] : INFO : Epoch 1732 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 1990.94 ms [2022-03-15 03:08:33 main:581] : INFO : Epoch 1733 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 1992.35 ms [2022-03-15 03:08:35 main:581] : INFO : Epoch 1734 | loss: 0.0312464 | val_loss: 0.031247 | Time: 2005.7 ms [2022-03-15 03:08:37 main:581] : INFO : Epoch 1735 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 2047.74 ms [2022-03-15 03:08:39 main:581] : INFO : Epoch 1736 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2005.15 ms [2022-03-15 03:08:41 main:581] : INFO : Epoch 1737 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 2085.64 ms [2022-03-15 03:08:43 main:581] : INFO : Epoch 1738 | loss: 0.031246 | val_loss: 0.031247 | Time: 1997.05 ms [2022-03-15 03:08:45 main:581] : INFO : Epoch 1739 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 2014.08 ms [2022-03-15 03:08:47 main:581] : INFO : Epoch 1740 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1996.5 ms [2022-03-15 03:08:49 main:581] : INFO : Epoch 1741 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 2030.05 ms [2022-03-15 03:08:51 main:581] : INFO : Epoch 1742 | loss: 0.031246 | val_loss: 0.0312473 | Time: 1996.08 ms [2022-03-15 03:08:53 main:581] : INFO : Epoch 1743 | loss: 0.0312461 | val_loss: 0.0312488 | Time: 2010.48 ms [2022-03-15 03:08:55 main:581] : INFO : Epoch 1744 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2041.92 ms [2022-03-15 03:08:57 main:581] : INFO : Epoch 1745 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 1995.59 ms [2022-03-15 03:08:59 main:581] : INFO : Epoch 1746 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1998.29 ms [2022-03-15 03:09:02 main:581] : INFO : Epoch 1747 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2476.42 ms [2022-03-15 03:09:04 main:581] : INFO : Epoch 1748 | loss: 0.0312467 | val_loss: 0.0312498 | Time: 2043.77 ms [2022-03-15 03:09:06 main:581] : INFO : Epoch 1749 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 2001.36 ms [2022-03-15 03:09:08 main:581] : INFO : Epoch 1750 | loss: 0.0312463 | val_loss: 0.0312486 | Time: 1992.81 ms SIGSEGV: segmentation violation Stack trace (22 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55d494b49f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f866c14d730] /lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7f85eda67d57] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7f85eda67eba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55d494b45b25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55d494b45bee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f866c14d730] /lib/x86_64-linux-gnu/libpthread.so.0(pthread_cond_wait+0x1fa)[0x7f866c14900a] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(_ZNSt18condition_variable4waitERSt11unique_lockISt5mutexE+0xc)[0x55d494be0abc] ./libtorch_cpu.so(+0x275d0c3)[0x7f86687460c3] ./libtorch_cpu.so(_ZN5torch8autograd6Engine11thread_mainERKSt10shared_ptrINS0_9GraphTaskEE+0xfc)[0x7f866874ac8c] ./libtorch_cpu.so(_ZN5torch8autograd6Engine23execute_with_graph_taskERKSt10shared_ptrINS0_9GraphTaskEES2_INS0_4NodeEE+0x490)[0x7f86687487c0] ./libtorch_cpu.so(_ZN5torch8autograd6Engine7executeERKSt6vectorINS0_4EdgeESaIS3_EERKS2_IN2at6TensorESaIS9_EEbbS7_+0x82f)[0x7f86687479af] ./libtorch_cpu.so(+0x274c935)[0x7f8668735935] ./libtorch_cpu.so(_ZN5torch8autograd8backwardERKSt6vectorIN2at6TensorESaIS3_EES7_N3c108optionalIbEEb+0x87)[0x7f86687368b7] ./libtorch_cpu.so(+0x2c15b10)[0x7f8668bfeb10] ./libtorch_cpu.so(+0x2407072)[0x7f86683f0072] ./libtorch_cpu.so(_ZNK2at6Tensor8backwardERKS0_N3c108optionalIbEEb+0x155)[0x7f8666f4c065] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a27f)[0x55d49486627f] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x55d494856d10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7f85eda5209b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55d49485275a] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1660 Ti) [2022-03-15 04:01:42 main:442] : INFO : Set logging level to 1 [2022-03-15 04:01:42 main:448] : INFO : Running in BOINC Client mode [2022-03-15 04:01:42 main:451] : INFO : Resolving all filenames [2022-03-15 04:01:42 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 04:01:42 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 04:01:42 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 04:01:42 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-15 04:01:42 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 04:01:42 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 04:01:42 main:481] : INFO : Configuration: [2022-03-15 04:01:42 main:482] : INFO : Model type: GRU [2022-03-15 04:01:42 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 04:01:42 main:484] : INFO : Max Epochs: 2048 [2022-03-15 04:01:42 main:485] : INFO : Batch Size: 128 [2022-03-15 04:01:42 main:486] : INFO : Learning Rate: 0.01 [2022-03-15 04:01:42 main:487] : INFO : Patience: 10 [2022-03-15 04:01:42 main:488] : INFO : Hidden Width: 12 [2022-03-15 04:01:42 main:489] : INFO : # Recurrent Layers: 4 [2022-03-15 04:01:42 main:490] : INFO : # Backend Layers: 4 [2022-03-15 04:01:42 main:491] : INFO : # Threads: 1 [2022-03-15 04:01:42 main:493] : INFO : Preparing Dataset [2022-03-15 04:01:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 04:01:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 04:01:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 04:01:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 04:01:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 04:01:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 04:01:44 main:501] : INFO : Creating Model [2022-03-15 04:01:44 main:514] : INFO : Preparing config file [2022-03-15 04:01:44 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-15 04:01:44 main:519] : INFO : Loading config [2022-03-15 04:01:44 main:521] : INFO : Loading state [2022-03-15 04:01:45 main:566] : INFO : Loading DataLoader into Memory [2022-03-15 04:01:45 main:569] : INFO : Starting Training [2022-03-15 04:01:48 main:581] : INFO : Epoch 1751 | loss: 0.0312634 | val_loss: 0.0312521 | Time: 3543.36 ms [2022-03-15 04:01:50 main:581] : INFO : Epoch 1752 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 2101.65 ms [2022-03-15 04:01:52 main:581] : INFO : Epoch 1753 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2015.79 ms [2022-03-15 04:01:54 main:581] : INFO : Epoch 1754 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2012.33 ms [2022-03-15 04:01:57 main:581] : INFO : Epoch 1755 | loss: 0.031246 | val_loss: 0.0312471 | Time: 2058.92 ms [2022-03-15 04:01:59 main:581] : INFO : Epoch 1756 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 2021.11 ms [2022-03-15 04:02:01 main:581] : INFO : Epoch 1757 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2035.09 ms [2022-03-15 04:02:03 main:581] : INFO : Epoch 1758 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 2026.54 ms [2022-03-15 04:02:05 main:581] : INFO : Epoch 1759 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 2113.16 ms [2022-03-15 04:02:07 main:581] : INFO : Epoch 1760 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2063.27 ms [2022-03-15 04:02:09 main:581] : INFO : Epoch 1761 | loss: 0.0312467 | val_loss: 0.0312487 | Time: 2024.81 ms [2022-03-15 04:02:11 main:581] : INFO : Epoch 1762 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2104.49 ms [2022-03-15 04:02:13 main:581] : INFO : Epoch 1763 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 2040.25 ms [2022-03-15 04:02:15 main:581] : INFO : Epoch 1764 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2048.07 ms [2022-03-15 04:02:17 main:581] : INFO : Epoch 1765 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2015.57 ms [2022-03-15 04:02:19 main:581] : INFO : Epoch 1766 | loss: 0.0312462 | val_loss: 0.0312483 | Time: 2011.02 ms [2022-03-15 04:02:21 main:581] : INFO : Epoch 1767 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2008.24 ms [2022-03-15 04:02:23 main:581] : INFO : Epoch 1768 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 2009.64 ms [2022-03-15 04:02:25 main:581] : INFO : Epoch 1769 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2021.88 ms [2022-03-15 04:02:27 main:581] : INFO : Epoch 1770 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2189.92 ms [2022-03-15 04:02:29 main:581] : INFO : Epoch 1771 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2028.91 ms [2022-03-15 04:02:31 main:581] : INFO : Epoch 1772 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2046.68 ms [2022-03-15 04:02:34 main:581] : INFO : Epoch 1773 | loss: 0.0312466 | val_loss: 0.0312494 | Time: 2154.75 ms [2022-03-15 04:02:36 main:581] : INFO : Epoch 1774 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2030.47 ms [2022-03-15 04:02:38 main:581] : INFO : Epoch 1775 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2021.55 ms [2022-03-15 04:02:40 main:581] : INFO : Epoch 1776 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 2016.59 ms [2022-03-15 04:02:42 main:581] : INFO : Epoch 1777 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 2045.61 ms [2022-03-15 04:02:44 main:581] : INFO : Epoch 1778 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2008.37 ms [2022-03-15 04:02:46 main:581] : INFO : Epoch 1779 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2008.1 ms [2022-03-15 04:02:48 main:581] : INFO : Epoch 1780 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 2027.97 ms [2022-03-15 04:02:50 main:581] : INFO : Epoch 1781 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2056.48 ms [2022-03-15 04:02:52 main:581] : INFO : Epoch 1782 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2052 ms [2022-03-15 04:02:54 main:581] : INFO : Epoch 1783 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2098.02 ms [2022-03-15 04:02:56 main:581] : INFO : Epoch 1784 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2038.26 ms [2022-03-15 04:02:58 main:581] : INFO : Epoch 1785 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 2086.78 ms [2022-03-15 04:03:00 main:581] : INFO : Epoch 1786 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2152.67 ms [2022-03-15 04:03:03 main:581] : INFO : Epoch 1787 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 3062.96 ms [2022-03-15 04:03:06 main:581] : INFO : Epoch 1788 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2805.38 ms [2022-03-15 04:03:08 main:581] : INFO : Epoch 1789 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2010.78 ms [2022-03-15 04:03:10 main:581] : INFO : Epoch 1790 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2015.83 ms [2022-03-15 04:03:12 main:581] : INFO : Epoch 1791 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2060.88 ms [2022-03-15 04:03:14 main:581] : INFO : Epoch 1792 | loss: 0.0312463 | val_loss: 0.031248 | Time: 2149.07 ms [2022-03-15 04:03:16 main:581] : INFO : Epoch 1793 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 2053.27 ms [2022-03-15 04:03:18 main:581] : INFO : Epoch 1794 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2022.04 ms [2022-03-15 04:03:20 main:581] : INFO : Epoch 1795 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 2059.62 ms [2022-03-15 04:03:22 main:581] : INFO : Epoch 1796 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2018.44 ms [2022-03-15 04:03:24 main:581] : INFO : Epoch 1797 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 2060.42 ms [2022-03-15 04:03:27 main:581] : INFO : Epoch 1798 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2024.1 ms [2022-03-15 04:03:29 main:581] : INFO : Epoch 1799 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2016.43 ms [2022-03-15 04:03:31 main:581] : INFO : Epoch 1800 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 2059.93 ms [2022-03-15 04:03:33 main:581] : INFO : Epoch 1801 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2059.16 ms [2022-03-15 04:03:35 main:581] : INFO : Epoch 1802 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2064.09 ms [2022-03-15 04:03:37 main:581] : INFO : Epoch 1803 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2027.69 ms [2022-03-15 04:03:39 main:581] : INFO : Epoch 1804 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2106.91 ms [2022-03-15 04:03:41 main:581] : INFO : Epoch 1805 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2038.59 ms [2022-03-15 04:03:43 main:581] : INFO : Epoch 1806 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 2018.28 ms [2022-03-15 04:03:45 main:581] : INFO : Epoch 1807 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2015.32 ms [2022-03-15 04:03:47 main:581] : INFO : Epoch 1808 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2058.44 ms [2022-03-15 04:03:49 main:581] : INFO : Epoch 1809 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 2020.56 ms [2022-03-15 04:03:51 main:581] : INFO : Epoch 1810 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 2012.73 ms [2022-03-15 04:03:53 main:581] : INFO : Epoch 1811 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 2056.08 ms [2022-03-15 04:03:55 main:581] : INFO : Epoch 1812 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2023.3 ms [2022-03-15 04:03:57 main:581] : INFO : Epoch 1813 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2018.83 ms [2022-03-15 04:03:59 main:581] : INFO : Epoch 1814 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 2091.42 ms [2022-03-15 04:04:02 main:581] : INFO : Epoch 1815 | loss: 0.0312469 | val_loss: 0.031248 | Time: 2942.88 ms [2022-03-15 04:04:05 main:581] : INFO : Epoch 1816 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2381.81 ms [2022-03-15 04:04:07 main:581] : INFO : Epoch 1817 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2023.89 ms [2022-03-15 04:04:09 main:581] : INFO : Epoch 1818 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2014.46 ms [2022-03-15 04:04:11 main:581] : INFO : Epoch 1819 | loss: 0.031247 | val_loss: 0.0312478 | Time: 2010.51 ms [2022-03-15 04:04:13 main:581] : INFO : Epoch 1820 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 2008.82 ms [2022-03-15 04:04:15 main:581] : INFO : Epoch 1821 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 2007.95 ms [2022-03-15 04:04:17 main:581] : INFO : Epoch 1822 | loss: 0.031246 | val_loss: 0.031247 | Time: 2010.94 ms [2022-03-15 04:04:19 main:581] : INFO : Epoch 1823 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2074.5 ms [2022-03-15 04:04:21 main:581] : INFO : Epoch 1824 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2050.18 ms [2022-03-15 04:04:23 main:581] : INFO : Epoch 1825 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 2051.8 ms [2022-03-15 04:04:25 main:581] : INFO : Epoch 1826 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2176.15 ms [2022-03-15 04:04:27 main:581] : INFO : Epoch 1827 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2053.42 ms [2022-03-15 04:04:29 main:581] : INFO : Epoch 1828 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2022.33 ms [2022-03-15 04:04:31 main:581] : INFO : Epoch 1829 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2014.05 ms [2022-03-15 04:04:33 main:581] : INFO : Epoch 1830 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 2012.58 ms [2022-03-15 04:04:35 main:581] : INFO : Epoch 1831 | loss: 0.0312462 | val_loss: 0.0312482 | Time: 2008.97 ms [2022-03-15 04:04:37 main:581] : INFO : Epoch 1832 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2013.61 ms [2022-03-15 04:04:39 main:581] : INFO : Epoch 1833 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2072.49 ms [2022-03-15 04:04:41 main:581] : INFO : Epoch 1834 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2067.25 ms [2022-03-15 04:04:43 main:581] : INFO : Epoch 1835 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2072.42 ms [2022-03-15 04:04:45 main:581] : INFO : Epoch 1836 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 2064.25 ms [2022-03-15 04:04:47 main:581] : INFO : Epoch 1837 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2068.16 ms [2022-03-15 04:04:50 main:581] : INFO : Epoch 1838 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2062.09 ms [2022-03-15 04:04:52 main:581] : INFO : Epoch 1839 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 2021 ms [2022-03-15 04:04:54 main:581] : INFO : Epoch 1840 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2012.25 ms [2022-03-15 04:04:56 main:581] : INFO : Epoch 1841 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2008.83 ms [2022-03-15 04:04:58 main:581] : INFO : Epoch 1842 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2018.78 ms [2022-03-15 04:05:00 main:581] : INFO : Epoch 1843 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 2058.39 ms [2022-03-15 04:05:02 main:581] : INFO : Epoch 1844 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2143.66 ms [2022-03-15 04:05:04 main:581] : INFO : Epoch 1845 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2089.89 ms [2022-03-15 04:05:06 main:581] : INFO : Epoch 1846 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 2077.25 ms [2022-03-15 04:05:08 main:581] : INFO : Epoch 1847 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 2036.38 ms [2022-03-15 04:05:10 main:581] : INFO : Epoch 1848 | loss: 0.031247 | val_loss: 0.0312466 | Time: 2050.74 ms [2022-03-15 04:05:12 main:581] : INFO : Epoch 1849 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2060.62 ms [2022-03-15 04:05:14 main:581] : INFO : Epoch 1850 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2021.27 ms [2022-03-15 04:05:16 main:581] : INFO : Epoch 1851 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 2013.5 ms [2022-03-15 04:05:18 main:581] : INFO : Epoch 1852 | loss: 0.0312467 | val_loss: 0.031246 | Time: 2012.83 ms [2022-03-15 04:05:20 main:581] : INFO : Epoch 1853 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2010.73 ms [2022-03-15 04:05:22 main:581] : INFO : Epoch 1854 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2059.11 ms [2022-03-15 04:05:24 main:581] : INFO : Epoch 1855 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 2061.73 ms [2022-03-15 04:05:26 main:581] : INFO : Epoch 1856 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2074.18 ms [2022-03-15 04:05:28 main:581] : INFO : Epoch 1857 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2087.89 ms [2022-03-15 04:05:30 main:581] : INFO : Epoch 1858 | loss: 0.031246 | val_loss: 0.031246 | Time: 2020.67 ms [2022-03-15 04:05:32 main:581] : INFO : Epoch 1859 | loss: 0.031246 | val_loss: 0.0312475 | Time: 2011.65 ms [2022-03-15 04:05:34 main:581] : INFO : Epoch 1860 | loss: 0.031247 | val_loss: 0.0312469 | Time: 2028.68 ms [2022-03-15 04:05:36 main:581] : INFO : Epoch 1861 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1987.19 ms [2022-03-15 04:05:38 main:581] : INFO : Epoch 1862 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1986.23 ms [2022-03-15 04:05:40 main:581] : INFO : Epoch 1863 | loss: 0.0312465 | val_loss: 0.0312484 | Time: 2026.88 ms [2022-03-15 04:05:43 main:581] : INFO : Epoch 1864 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2029.62 ms [2022-03-15 04:05:45 main:581] : INFO : Epoch 1865 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2035.37 ms [2022-03-15 04:05:47 main:581] : INFO : Epoch 1866 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1996.1 ms [2022-03-15 04:05:49 main:581] : INFO : Epoch 1867 | loss: 0.0312467 | val_loss: 0.031249 | Time: 2036.7 ms [2022-03-15 04:05:51 main:581] : INFO : Epoch 1868 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 2030.48 ms [2022-03-15 04:05:53 main:581] : INFO : Epoch 1869 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1991.51 ms [2022-03-15 04:05:55 main:581] : INFO : Epoch 1870 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1991.58 ms [2022-03-15 04:05:57 main:581] : INFO : Epoch 1871 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2027.13 ms [2022-03-15 04:05:59 main:581] : INFO : Epoch 1872 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1986.65 ms [2022-03-15 04:06:01 main:581] : INFO : Epoch 1873 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2274.36 ms [2022-03-15 04:06:04 main:581] : INFO : Epoch 1874 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 2603.45 ms [2022-03-15 04:06:06 main:581] : INFO : Epoch 1875 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2031.76 ms [2022-03-15 04:06:08 main:581] : INFO : Epoch 1876 | loss: 0.031246 | val_loss: 0.0312464 | Time: 1996.87 ms [2022-03-15 04:06:10 main:581] : INFO : Epoch 1877 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 1986.08 ms [2022-03-15 04:06:12 main:581] : INFO : Epoch 1878 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2021.58 ms [2022-03-15 04:06:14 main:581] : INFO : Epoch 1879 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2035.73 ms [2022-03-15 04:06:16 main:581] : INFO : Epoch 1880 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 1999.29 ms [2022-03-15 04:06:18 main:581] : INFO : Epoch 1881 | loss: 0.0312487 | val_loss: 0.0312462 | Time: 2030.68 ms [2022-03-15 04:06:20 main:581] : INFO : Epoch 1882 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1987.8 ms [2022-03-15 04:06:22 main:581] : INFO : Epoch 1883 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1995.6 ms [2022-03-15 04:06:24 main:581] : INFO : Epoch 1884 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2026.74 ms [2022-03-15 04:06:26 main:581] : INFO : Epoch 1885 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2057.91 ms [2022-03-15 04:06:28 main:581] : INFO : Epoch 1886 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2008.65 ms [2022-03-15 04:06:30 main:581] : INFO : Epoch 1887 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 1986.64 ms [2022-03-15 04:06:32 main:581] : INFO : Epoch 1888 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 1984.99 ms [2022-03-15 04:06:34 main:581] : INFO : Epoch 1889 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2024.35 ms [2022-03-15 04:06:36 main:581] : INFO : Epoch 1890 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 2033.64 ms [2022-03-15 04:06:38 main:581] : INFO : Epoch 1891 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1996.21 ms [2022-03-15 04:06:40 main:581] : INFO : Epoch 1892 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2019.65 ms [2022-03-15 04:06:42 main:581] : INFO : Epoch 1893 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1999.6 ms [2022-03-15 04:06:44 main:581] : INFO : Epoch 1894 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1986.42 ms [2022-03-15 04:06:46 main:581] : INFO : Epoch 1895 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1981.86 ms [2022-03-15 04:06:48 main:581] : INFO : Epoch 1896 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2021.07 ms [2022-03-15 04:06:50 main:581] : INFO : Epoch 1897 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 2074.17 ms [2022-03-15 04:06:52 main:581] : INFO : Epoch 1898 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 1993.1 ms [2022-03-15 04:06:54 main:581] : INFO : Epoch 1899 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 2094.06 ms [2022-03-15 04:06:56 main:581] : INFO : Epoch 1900 | loss: 0.031246 | val_loss: 0.031246 | Time: 2018.46 ms [2022-03-15 04:06:58 main:581] : INFO : Epoch 1901 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2009.76 ms [2022-03-15 04:07:00 main:581] : INFO : Epoch 1902 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 1985.35 ms [2022-03-15 04:07:03 main:581] : INFO : Epoch 1903 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2809 ms [2022-03-15 04:07:06 main:581] : INFO : Epoch 1904 | loss: 0.0312461 | val_loss: 0.0312478 | Time: 3026.65 ms [2022-03-15 04:07:08 main:581] : INFO : Epoch 1905 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 2018.32 ms [2022-03-15 04:07:10 main:581] : INFO : Epoch 1906 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2010.29 ms [2022-03-15 04:07:12 main:581] : INFO : Epoch 1907 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2056.4 ms [2022-03-15 04:07:14 main:581] : INFO : Epoch 1908 | loss: 0.0312463 | val_loss: 0.031246 | Time: 1991.08 ms [2022-03-15 04:07:16 main:581] : INFO : Epoch 1909 | loss: 0.0312473 | val_loss: 0.0312505 | Time: 2029.15 ms [2022-03-15 04:07:18 main:581] : INFO : Epoch 1910 | loss: 0.0312879 | val_loss: 0.0377901 | Time: 1991.11 ms [2022-03-15 04:07:20 main:581] : INFO : Epoch 1911 | loss: 0.0336064 | val_loss: 0.0327138 | Time: 2029.79 ms [2022-03-15 04:07:22 main:581] : INFO : Epoch 1912 | loss: 0.032702 | val_loss: 0.0313775 | Time: 1991.09 ms [2022-03-15 04:07:24 main:581] : INFO : Epoch 1913 | loss: 0.0314247 | val_loss: 0.0313227 | Time: 2028.68 ms [2022-03-15 04:07:26 main:581] : INFO : Epoch 1914 | loss: 0.0312924 | val_loss: 0.0312661 | Time: 2023.35 ms [2022-03-15 04:07:28 main:581] : INFO : Epoch 1915 | loss: 0.0312591 | val_loss: 0.0312525 | Time: 2003.39 ms [2022-03-15 04:07:30 main:581] : INFO : Epoch 1916 | loss: 0.0312507 | val_loss: 0.0312493 | Time: 2026.97 ms [2022-03-15 04:07:32 main:581] : INFO : Epoch 1917 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2002.47 ms [2022-03-15 04:07:34 main:581] : INFO : Epoch 1918 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2084.81 ms [2022-03-15 04:07:36 main:581] : INFO : Epoch 1919 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1994.26 ms [2022-03-15 04:07:38 main:581] : INFO : Epoch 1920 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1987.99 ms [2022-03-15 04:07:40 main:581] : INFO : Epoch 1921 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1981.71 ms [2022-03-15 04:07:42 main:581] : INFO : Epoch 1922 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 2011.69 ms [2022-03-15 04:07:44 main:581] : INFO : Epoch 1923 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2010.78 ms [2022-03-15 04:07:46 main:581] : INFO : Epoch 1924 | loss: 0.0312469 | val_loss: 0.0312494 | Time: 2052.91 ms [2022-03-15 04:07:48 main:581] : INFO : Epoch 1925 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2017.23 ms [2022-03-15 04:07:50 main:581] : INFO : Epoch 1926 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2091.32 ms [2022-03-15 04:07:52 main:581] : INFO : Epoch 1927 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 1991.05 ms [2022-03-15 04:07:54 main:581] : INFO : Epoch 1928 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 1984.71 ms [2022-03-15 04:07:56 main:581] : INFO : Epoch 1929 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 1982.9 ms [2022-03-15 04:07:58 main:581] : INFO : Epoch 1930 | loss: 0.0312462 | val_loss: 0.031246 | Time: 1981.17 ms [2022-03-15 04:08:00 main:581] : INFO : Epoch 1931 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 1977.61 ms [2022-03-15 04:08:03 main:581] : INFO : Epoch 1932 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2891.68 ms [2022-03-15 04:08:06 main:581] : INFO : Epoch 1933 | loss: 0.031246 | val_loss: 0.0312467 | Time: 3155.92 ms [2022-03-15 04:08:08 main:581] : INFO : Epoch 1934 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2141.21 ms [2022-03-15 04:08:10 main:581] : INFO : Epoch 1935 | loss: 0.0312467 | val_loss: 0.031247 | Time: 2031.23 ms [2022-03-15 04:08:12 main:581] : INFO : Epoch 1936 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 2032.86 ms [2022-03-15 04:08:14 main:581] : INFO : Epoch 1937 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2028.59 ms [2022-03-15 04:08:16 main:581] : INFO : Epoch 1938 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2000.88 ms [2022-03-15 04:08:18 main:581] : INFO : Epoch 1939 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 1988.51 ms [2022-03-15 04:08:20 main:581] : INFO : Epoch 1940 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1983.71 ms [2022-03-15 04:08:22 main:581] : INFO : Epoch 1941 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 1981.77 ms [2022-03-15 04:08:24 main:581] : INFO : Epoch 1942 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1980.34 ms [2022-03-15 04:08:26 main:581] : INFO : Epoch 1943 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2025.42 ms [2022-03-15 04:08:28 main:581] : INFO : Epoch 1944 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 1996.88 ms [2022-03-15 04:08:30 main:581] : INFO : Epoch 1945 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 2031.58 ms [2022-03-15 04:08:32 main:581] : INFO : Epoch 1946 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 2029.84 ms [2022-03-15 04:08:34 main:581] : INFO : Epoch 1947 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2039.15 ms [2022-03-15 04:08:36 main:581] : INFO : Epoch 1948 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1989.95 ms [2022-03-15 04:08:38 main:581] : INFO : Epoch 1949 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1986.79 ms [2022-03-15 04:08:40 main:581] : INFO : Epoch 1950 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1980.54 ms [2022-03-15 04:08:42 main:581] : INFO : Epoch 1951 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1980.59 ms [2022-03-15 04:08:44 main:581] : INFO : Epoch 1952 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 1980.76 ms [2022-03-15 04:08:46 main:581] : INFO : Epoch 1953 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2068.63 ms [2022-03-15 04:08:48 main:581] : INFO : Epoch 1954 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2051.99 ms [2022-03-15 04:08:51 main:581] : INFO : Epoch 1955 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2013.05 ms [2022-03-15 04:08:53 main:581] : INFO : Epoch 1956 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 2026.69 ms [2022-03-15 04:08:55 main:581] : INFO : Epoch 1957 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 1990.5 ms [2022-03-15 04:08:57 main:581] : INFO : Epoch 1958 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1991.67 ms [2022-03-15 04:08:59 main:581] : INFO : Epoch 1959 | loss: 0.0312467 | val_loss: 0.031246 | Time: 2065.53 ms [2022-03-15 04:09:01 main:581] : INFO : Epoch 1960 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2020.28 ms [2022-03-15 04:09:03 main:581] : INFO : Epoch 1961 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1986.91 ms [2022-03-15 04:09:05 main:581] : INFO : Epoch 1962 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1982.02 ms [2022-03-15 04:09:07 main:581] : INFO : Epoch 1963 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 1979.6 ms [2022-03-15 04:09:09 main:581] : INFO : Epoch 1964 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 1992.25 ms [2022-03-15 04:09:11 main:581] : INFO : Epoch 1965 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2026.15 ms [2022-03-15 04:09:13 main:581] : INFO : Epoch 1966 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1987.46 ms [2022-03-15 04:09:15 main:581] : INFO : Epoch 1967 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2021.37 ms [2022-03-15 04:09:17 main:581] : INFO : Epoch 1968 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2004.78 ms [2022-03-15 04:09:19 main:581] : INFO : Epoch 1969 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 2038.47 ms [2022-03-15 04:09:21 main:581] : INFO : Epoch 1970 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2043.29 ms [2022-03-15 04:09:23 main:581] : INFO : Epoch 1971 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 2009.72 ms [2022-03-15 04:09:25 main:581] : INFO : Epoch 1972 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 1987.34 ms [2022-03-15 04:09:27 main:581] : INFO : Epoch 1973 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 1983.03 ms [2022-03-15 04:09:29 main:581] : INFO : Epoch 1974 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2036.83 ms [2022-03-15 04:09:31 main:581] : INFO : Epoch 1975 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2030.57 ms [2022-03-15 04:09:33 main:581] : INFO : Epoch 1976 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 1988.06 ms [2022-03-15 04:09:35 main:581] : INFO : Epoch 1977 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 1981.55 ms [2022-03-15 04:09:37 main:581] : INFO : Epoch 1978 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 1979.87 ms [2022-03-15 04:09:39 main:581] : INFO : Epoch 1979 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2147.47 ms [2022-03-15 04:09:41 main:581] : INFO : Epoch 1980 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2084.38 ms [2022-03-15 04:09:43 main:581] : INFO : Epoch 1981 | loss: 0.031246 | val_loss: 0.031247 | Time: 1994.5 ms [2022-03-15 04:09:45 main:581] : INFO : Epoch 1982 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2028.92 ms [2022-03-15 04:09:47 main:581] : INFO : Epoch 1983 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2025.45 ms [2022-03-15 04:09:49 main:581] : INFO : Epoch 1984 | loss: 0.031246 | val_loss: 0.0312474 | Time: 2001.15 ms [2022-03-15 04:09:51 main:581] : INFO : Epoch 1985 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2004.63 ms [2022-03-15 04:09:53 main:581] : INFO : Epoch 1986 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 2012.07 ms [2022-03-15 04:09:55 main:581] : INFO : Epoch 1987 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1981.87 ms [2022-03-15 04:09:57 main:581] : INFO : Epoch 1988 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1981.32 ms [2022-03-15 04:09:59 main:581] : INFO : Epoch 1989 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2006.82 ms [2022-03-15 04:10:02 main:581] : INFO : Epoch 1990 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2749.63 ms [2022-03-15 04:10:04 main:581] : INFO : Epoch 1991 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2182.07 ms [2022-03-15 04:10:06 main:581] : INFO : Epoch 1992 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2016.61 ms [2022-03-15 04:10:08 main:581] : INFO : Epoch 1993 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2014.44 ms [2022-03-15 04:10:10 main:581] : INFO : Epoch 1994 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2002.33 ms [2022-03-15 04:10:12 main:581] : INFO : Epoch 1995 | loss: 0.031246 | val_loss: 0.031247 | Time: 2020.21 ms [2022-03-15 04:10:14 main:581] : INFO : Epoch 1996 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1984.94 ms [2022-03-15 04:10:16 main:581] : INFO : Epoch 1997 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1983.05 ms [2022-03-15 04:10:18 main:581] : INFO : Epoch 1998 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2026.6 ms [2022-03-15 04:10:20 main:581] : INFO : Epoch 1999 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2036.78 ms [2022-03-15 04:10:22 main:581] : INFO : Epoch 2000 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2032.67 ms [2022-03-15 04:10:24 main:581] : INFO : Epoch 2001 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 1991.06 ms [2022-03-15 04:10:26 main:581] : INFO : Epoch 2002 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1987.74 ms [2022-03-15 04:10:28 main:581] : INFO : Epoch 2003 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2032.02 ms [2022-03-15 04:10:30 main:581] : INFO : Epoch 2004 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 2031.06 ms [2022-03-15 04:10:32 main:581] : INFO : Epoch 2005 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 1988.81 ms [2022-03-15 04:10:34 main:581] : INFO : Epoch 2006 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1982.42 ms [2022-03-15 04:10:36 main:581] : INFO : Epoch 2007 | loss: 0.0312465 | val_loss: 0.0312484 | Time: 1979.47 ms [2022-03-15 04:10:38 main:581] : INFO : Epoch 2008 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1983.31 ms [2022-03-15 04:10:40 main:581] : INFO : Epoch 2009 | loss: 0.0312468 | val_loss: 0.031248 | Time: 2218.87 ms [2022-03-15 04:10:42 main:581] : INFO : Epoch 2010 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 1998.65 ms [2022-03-15 04:10:44 main:581] : INFO : Epoch 2011 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2009.58 ms [2022-03-15 04:10:46 main:581] : INFO : Epoch 2012 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 2015.14 ms [2022-03-15 04:10:48 main:581] : INFO : Epoch 2013 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 1984.79 ms [2022-03-15 04:10:50 main:581] : INFO : Epoch 2014 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1988.63 ms [2022-03-15 04:10:52 main:581] : INFO : Epoch 2015 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2069.61 ms [2022-03-15 04:10:54 main:581] : INFO : Epoch 2016 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1994.08 ms [2022-03-15 04:10:56 main:581] : INFO : Epoch 2017 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 1985.71 ms [2022-03-15 04:10:58 main:581] : INFO : Epoch 2018 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1989.2 ms [2022-03-15 04:11:00 main:581] : INFO : Epoch 2019 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2139.21 ms [2022-03-15 04:11:02 main:581] : INFO : Epoch 2020 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2038.45 ms [2022-03-15 04:11:04 main:581] : INFO : Epoch 2021 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2062.1 ms [2022-03-15 04:11:06 main:581] : INFO : Epoch 2022 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1995.41 ms [2022-03-15 04:11:08 main:581] : INFO : Epoch 2023 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 1987.08 ms [2022-03-15 04:11:10 main:581] : INFO : Epoch 2024 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1989.57 ms [2022-03-15 04:11:12 main:581] : INFO : Epoch 2025 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2027.87 ms [2022-03-15 04:11:14 main:581] : INFO : Epoch 2026 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 2012.21 ms [2022-03-15 04:11:17 main:581] : INFO : Epoch 2027 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2010.68 ms [2022-03-15 04:11:18 main:581] : INFO : Epoch 2028 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1985.35 ms [2022-03-15 04:11:21 main:581] : INFO : Epoch 2029 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2030.7 ms [2022-03-15 04:11:23 main:581] : INFO : Epoch 2030 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 1991.92 ms [2022-03-15 04:11:25 main:581] : INFO : Epoch 2031 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1993.11 ms [2022-03-15 04:11:27 main:581] : INFO : Epoch 2032 | loss: 0.0312471 | val_loss: 0.0312492 | Time: 2024.35 ms [2022-03-15 04:11:29 main:581] : INFO : Epoch 2033 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2021.28 ms [2022-03-15 04:11:31 main:581] : INFO : Epoch 2034 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2005.16 ms [2022-03-15 04:11:33 main:581] : INFO : Epoch 2035 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 2025.74 ms [2022-03-15 04:11:35 main:581] : INFO : Epoch 2036 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2031.36 ms [2022-03-15 04:11:37 main:581] : INFO : Epoch 2037 | loss: 0.0312463 | val_loss: 0.0312483 | Time: 1992.85 ms [2022-03-15 04:11:39 main:581] : INFO : Epoch 2038 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2045.64 ms [2022-03-15 04:11:41 main:581] : INFO : Epoch 2039 | loss: 0.0312477 | val_loss: 0.0312459 | Time: 2015.83 ms [2022-03-15 04:11:43 main:581] : INFO : Epoch 2040 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 1987.54 ms [2022-03-15 04:11:45 main:581] : INFO : Epoch 2041 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2024.89 ms [2022-03-15 04:11:47 main:581] : INFO : Epoch 2042 | loss: 0.0312465 | val_loss: 0.0312482 | Time: 1992.27 ms [2022-03-15 04:11:49 main:581] : INFO : Epoch 2043 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 2025.88 ms [2022-03-15 04:11:51 main:581] : INFO : Epoch 2044 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2033.82 ms [2022-03-15 04:11:53 main:581] : INFO : Epoch 2045 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 2038.24 ms [2022-03-15 04:11:55 main:581] : INFO : Epoch 2046 | loss: 0.0312464 | val_loss: 0.0312484 | Time: 1988.86 ms [2022-03-15 04:11:57 main:581] : INFO : Epoch 2047 | loss: 0.031247 | val_loss: 0.031246 | Time: 1984.44 ms [2022-03-15 04:11:59 main:581] : INFO : Epoch 2048 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2022.55 ms [2022-03-15 04:11:59 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312469 [2022-03-15 04:11:59 main:610] : INFO : Saving end state to config to file [2022-03-15 04:11:59 main:615] : INFO : Success, exiting.. 04:11:59 (8807): 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)