Task 12962402
| Name | ParityModified-1647044546-21415-0_0 |
| Workunit | 10094457 |
| Created | 12 Mar 2022, 0:22:31 UTC |
| Sent | 15 Mar 2022, 10:31:31 UTC |
| Report deadline | 23 Mar 2022, 10:31:31 UTC |
| Received | 15 Mar 2022, 19:41:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 9 min 34 sec |
| CPU time | 1 hours 9 min 31 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>
main:581] : INFO : Epoch 1581 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1960.46 ms
[2022-03-15 19:15:55 main:581] : INFO : Epoch 1582 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1961.32 ms
[2022-03-15 19:15:57 main:581] : INFO : Epoch 1583 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1961.54 ms
[2022-03-15 19:15:59 main:581] : INFO : Epoch 1584 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1994.59 ms
[2022-03-15 19:16:01 main:581] : INFO : Epoch 1585 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2304.62 ms
[2022-03-15 19:16:04 main:581] : INFO : Epoch 1586 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 2961.65 ms
[2022-03-15 19:16:06 main:581] : INFO : Epoch 1587 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2200.16 ms
[2022-03-15 19:16:08 main:581] : INFO : Epoch 1588 | loss: 0.0312495 | val_loss: 0.0312476 | Time: 2172.69 ms
[2022-03-15 19:16:10 main:581] : INFO : Epoch 1589 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1969.63 ms
[2022-03-15 19:16:12 main:581] : INFO : Epoch 1590 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1979.94 ms
[2022-03-15 19:16:14 main:581] : INFO : Epoch 1591 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1974.79 ms
[2022-03-15 19:16:16 main:581] : INFO : Epoch 1592 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1966.06 ms
[2022-03-15 19:16:18 main:581] : INFO : Epoch 1593 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 1965.58 ms
[2022-03-15 19:16:20 main:581] : INFO : Epoch 1594 | loss: 0.0312489 | val_loss: 0.031248 | Time: 2014.8 ms
[2022-03-15 19:16:22 main:581] : INFO : Epoch 1595 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1972.78 ms
[2022-03-15 19:16:24 main:581] : INFO : Epoch 1596 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1965.92 ms
[2022-03-15 19:16:26 main:581] : INFO : Epoch 1597 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 2007.97 ms
[2022-03-15 19:16:28 main:581] : INFO : Epoch 1598 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1974.76 ms
[2022-03-15 19:16:30 main:581] : INFO : Epoch 1599 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1967.49 ms
[2022-03-15 19:16:32 main:581] : INFO : Epoch 1600 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1961.87 ms
[2022-03-15 19:16:34 main:581] : INFO : Epoch 1601 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 1961.42 ms
[2022-03-15 19:16:36 main:581] : INFO : Epoch 1602 | loss: 0.031248 | val_loss: 0.031248 | Time: 1961.88 ms
[2022-03-15 19:16:38 main:581] : INFO : Epoch 1603 | loss: 0.031249 | val_loss: 0.0312477 | Time: 1960.75 ms
[2022-03-15 19:16:40 main:581] : INFO : Epoch 1604 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1963.29 ms
[2022-03-15 19:16:42 main:581] : INFO : Epoch 1605 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 1970.51 ms
[2022-03-15 19:16:44 main:581] : INFO : Epoch 1606 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2041.97 ms
[2022-03-15 19:16:46 main:581] : INFO : Epoch 1607 | loss: 0.0312499 | val_loss: 0.0312477 | Time: 1977.32 ms
[2022-03-15 19:16:48 main:581] : INFO : Epoch 1608 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1967.58 ms
[2022-03-15 19:16:50 main:581] : INFO : Epoch 1609 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1964.87 ms
[2022-03-15 19:16:52 main:581] : INFO : Epoch 1610 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1962.44 ms
[2022-03-15 19:16:54 main:581] : INFO : Epoch 1611 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1959.88 ms
[2022-03-15 19:16:56 main:581] : INFO : Epoch 1612 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1959.81 ms
[2022-03-15 19:16:58 main:581] : INFO : Epoch 1613 | loss: 0.031248 | val_loss: 0.031248 | Time: 1959.94 ms
[2022-03-15 19:17:00 main:581] : INFO : Epoch 1614 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 1962.92 ms
[2022-03-15 19:17:02 main:581] : INFO : Epoch 1615 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 2709.11 ms
[2022-03-15 19:17:06 main:581] : INFO : Epoch 1616 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 3241.33 ms
[2022-03-15 19:17:08 main:581] : INFO : Epoch 1617 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 2375.63 ms
[2022-03-15 19:17:10 main:581] : INFO : Epoch 1618 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 1968.6 ms
[2022-03-15 19:17:12 main:581] : INFO : Epoch 1619 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1964.22 ms
[2022-03-15 19:17:14 main:581] : INFO : Epoch 1620 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1956.1 ms
[2022-03-15 19:17:16 main:581] : INFO : Epoch 1621 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 2606.85 ms
[2022-03-15 19:17:18 main:581] : INFO : Epoch 1622 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 1961.68 ms
[2022-03-15 19:17:20 main:581] : INFO : Epoch 1623 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 1983.39 ms
[2022-03-15 19:17:22 main:581] : INFO : Epoch 1624 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 2015.35 ms
[2022-03-15 19:17:24 main:581] : INFO : Epoch 1625 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1974.37 ms
[2022-03-15 19:17:26 main:581] : INFO : Epoch 1626 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2010.83 ms
[2022-03-15 19:17:28 main:581] : INFO : Epoch 1627 | loss: 0.031248 | val_loss: 0.0312504 | Time: 1979.26 ms
[2022-03-15 19:17:30 main:581] : INFO : Epoch 1628 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 1970.86 ms
[2022-03-15 19:17:32 main:581] : INFO : Epoch 1629 | loss: 0.031248 | val_loss: 0.0312487 | Time: 1961.99 ms
[2022-03-15 19:17:34 main:581] : INFO : Epoch 1630 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1959.94 ms
[2022-03-15 19:17:36 main:581] : INFO : Epoch 1631 | loss: 0.0312479 | val_loss: 0.0312494 | Time: 1959.91 ms
[2022-03-15 19:17:38 main:581] : INFO : Epoch 1632 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 1959.93 ms
[2022-03-15 19:17:40 main:581] : INFO : Epoch 1633 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1962.23 ms
[2022-03-15 19:17:42 main:581] : INFO : Epoch 1634 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1960.61 ms
[2022-03-15 19:17:44 main:581] : INFO : Epoch 1635 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 1960.85 ms
[2022-03-15 19:17:46 main:581] : INFO : Epoch 1636 | loss: 0.0312478 | val_loss: 0.0312508 | Time: 1961.15 ms
[2022-03-15 19:17:48 main:581] : INFO : Epoch 1637 | loss: 0.03125 | val_loss: 0.031249 | Time: 1987.54 ms
[2022-03-15 19:17:50 main:581] : INFO : Epoch 1638 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1995.4 ms
[2022-03-15 19:17:52 main:581] : INFO : Epoch 1639 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 2005.37 ms
[2022-03-15 19:17:54 main:581] : INFO : Epoch 1640 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1969.95 ms
[2022-03-15 19:17:56 main:581] : INFO : Epoch 1641 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1963.91 ms
[2022-03-15 19:17:58 main:581] : INFO : Epoch 1642 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 1960.66 ms
[2022-03-15 19:18:00 main:581] : INFO : Epoch 1643 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1960.71 ms
[2022-03-15 19:18:02 main:581] : INFO : Epoch 1644 | loss: 0.0312476 | val_loss: 0.031248 | Time: 2059.73 ms
[2022-03-15 19:18:04 main:581] : INFO : Epoch 1645 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1960.45 ms
[2022-03-15 19:18:06 main:581] : INFO : Epoch 1646 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 1959.86 ms
[2022-03-15 19:18:08 main:581] : INFO : Epoch 1647 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1960.44 ms
[2022-03-15 19:18:10 main:581] : INFO : Epoch 1648 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1999.81 ms
[2022-03-15 19:18:12 main:581] : INFO : Epoch 1649 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1978.58 ms
[2022-03-15 19:18:14 main:581] : INFO : Epoch 1650 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1964.15 ms
[2022-03-15 19:18:16 main:581] : INFO : Epoch 1651 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1962.24 ms
[2022-03-15 19:18:18 main:581] : INFO : Epoch 1652 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 1958.41 ms
[2022-03-15 19:18:20 main:581] : INFO : Epoch 1653 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1965.46 ms
[2022-03-15 19:18:22 main:581] : INFO : Epoch 1654 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 2004.92 ms
[2022-03-15 19:18:24 main:581] : INFO : Epoch 1655 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1970.15 ms
[2022-03-15 19:18:26 main:581] : INFO : Epoch 1656 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1966.06 ms
[2022-03-15 19:18:28 main:581] : INFO : Epoch 1657 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1962.03 ms
[2022-03-15 19:18:29 main:581] : INFO : Epoch 1658 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1963.89 ms
[2022-03-15 19:18:31 main:581] : INFO : Epoch 1659 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1959.87 ms
[2022-03-15 19:18:33 main:581] : INFO : Epoch 1660 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1961.16 ms
[2022-03-15 19:18:35 main:581] : INFO : Epoch 1661 | loss: 0.0312494 | val_loss: 0.0312527 | Time: 1959.78 ms
[2022-03-15 19:18:37 main:581] : INFO : Epoch 1662 | loss: 0.0312782 | val_loss: 0.0313207 | Time: 1982 ms
[2022-03-15 19:18:39 main:581] : INFO : Epoch 1663 | loss: 0.0343608 | val_loss: 0.0327849 | Time: 1994.43 ms
[2022-03-15 19:18:41 main:581] : INFO : Epoch 1664 | loss: 0.0318375 | val_loss: 0.031352 | Time: 1964.46 ms
[2022-03-15 19:18:43 main:581] : INFO : Epoch 1665 | loss: 0.0313376 | val_loss: 0.0312803 | Time: 1963.19 ms
[2022-03-15 19:18:45 main:581] : INFO : Epoch 1666 | loss: 0.0312629 | val_loss: 0.0312525 | Time: 1978.67 ms
[2022-03-15 19:18:47 main:581] : INFO : Epoch 1667 | loss: 0.0312506 | val_loss: 0.0312488 | Time: 1996.65 ms
[2022-03-15 19:18:49 main:581] : INFO : Epoch 1668 | loss: 0.031249 | val_loss: 0.0312518 | Time: 1969.51 ms
[2022-03-15 19:18:51 main:581] : INFO : Epoch 1669 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1964 ms
[2022-03-15 19:18:53 main:581] : INFO : Epoch 1670 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 2001.52 ms
[2022-03-15 19:18:55 main:581] : INFO : Epoch 1671 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1971.52 ms
[2022-03-15 19:18:57 main:581] : INFO : Epoch 1672 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1963.04 ms
[2022-03-15 19:18:59 main:581] : INFO : Epoch 1673 | loss: 0.031249 | val_loss: 0.0312478 | Time: 1961.02 ms
[2022-03-15 19:19:01 main:581] : INFO : Epoch 1674 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1983.7 ms
[2022-03-15 19:19:03 main:581] : INFO : Epoch 1675 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1965.19 ms
[2022-03-15 19:19:05 main:581] : INFO : Epoch 1676 | loss: 0.031249 | val_loss: 0.0312479 | Time: 2005.46 ms
[2022-03-15 19:19:07 main:581] : INFO : Epoch 1677 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1968.23 ms
[2022-03-15 19:19:09 main:581] : INFO : Epoch 1678 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1966.46 ms
[2022-03-15 19:19:11 main:581] : INFO : Epoch 1679 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 2000.11 ms
[2022-03-15 19:19:13 main:581] : INFO : Epoch 1680 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1975.63 ms
[2022-03-15 19:19:15 main:581] : INFO : Epoch 1681 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 1964.44 ms
[2022-03-15 19:19:17 main:581] : INFO : Epoch 1682 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1960.71 ms
[2022-03-15 19:19:19 main:581] : INFO : Epoch 1683 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1961.87 ms
[2022-03-15 19:19:21 main:581] : INFO : Epoch 1684 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1961.7 ms
[2022-03-15 19:19:23 main:581] : INFO : Epoch 1685 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1961.65 ms
[2022-03-15 19:19:25 main:581] : INFO : Epoch 1686 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1994.11 ms
[2022-03-15 19:19:27 main:581] : INFO : Epoch 1687 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1982.8 ms
[2022-03-15 19:19:29 main:581] : INFO : Epoch 1688 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1964.16 ms
[2022-03-15 19:19:31 main:581] : INFO : Epoch 1689 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1963.63 ms
[2022-03-15 19:19:33 main:581] : INFO : Epoch 1690 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1961.69 ms
[2022-03-15 19:19:35 main:581] : INFO : Epoch 1691 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1962.24 ms
[2022-03-15 19:19:37 main:581] : INFO : Epoch 1692 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 2003.34 ms
[2022-03-15 19:19:39 main:581] : INFO : Epoch 1693 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1969.92 ms
[2022-03-15 19:19:41 main:581] : INFO : Epoch 1694 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1966.47 ms
[2022-03-15 19:19:42 main:581] : INFO : Epoch 1695 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 1965.52 ms
[2022-03-15 19:19:45 main:581] : INFO : Epoch 1696 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 2011.27 ms
[2022-03-15 19:19:46 main:581] : INFO : Epoch 1697 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1972.65 ms
[2022-03-15 19:19:48 main:581] : INFO : Epoch 1698 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1963.03 ms
[2022-03-15 19:19:50 main:581] : INFO : Epoch 1699 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1962.49 ms
[2022-03-15 19:19:52 main:581] : INFO : Epoch 1700 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1961.83 ms
[2022-03-15 19:19:54 main:581] : INFO : Epoch 1701 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1960.83 ms
[2022-03-15 19:19:56 main:581] : INFO : Epoch 1702 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1961.66 ms
[2022-03-15 19:19:58 main:581] : INFO : Epoch 1703 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1960.55 ms
[2022-03-15 19:20:00 main:581] : INFO : Epoch 1704 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 1963.22 ms
[2022-03-15 19:20:03 main:581] : INFO : Epoch 1705 | loss: 0.031248 | val_loss: 0.0312488 | Time: 3197.88 ms
[2022-03-15 19:20:07 main:581] : INFO : Epoch 1706 | loss: 0.0312495 | val_loss: 0.0312483 | Time: 3269.27 ms
[2022-03-15 19:20:09 main:581] : INFO : Epoch 1707 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 2303.47 ms
[2022-03-15 19:20:11 main:581] : INFO : Epoch 1708 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 1970.62 ms
[2022-03-15 19:20:13 main:581] : INFO : Epoch 1709 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 1966.14 ms
[2022-03-15 19:20:15 main:581] : INFO : Epoch 1710 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1962.36 ms
[2022-03-15 19:20:17 main:581] : INFO : Epoch 1711 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1961.1 ms
[2022-03-15 19:20:19 main:581] : INFO : Epoch 1712 | loss: 0.0312488 | val_loss: 0.0312473 | Time: 1959.54 ms
[2022-03-15 19:20:21 main:581] : INFO : Epoch 1713 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1961.7 ms
[2022-03-15 19:20:23 main:581] : INFO : Epoch 1714 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1960.33 ms
[2022-03-15 19:20:25 main:581] : INFO : Epoch 1715 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1962.19 ms
[2022-03-15 19:20:27 main:581] : INFO : Epoch 1716 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1985.98 ms
[2022-03-15 19:20:29 main:581] : INFO : Epoch 1717 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1998 ms
[2022-03-15 19:20:31 main:581] : INFO : Epoch 1718 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2004.26 ms
[2022-03-15 19:20:33 main:581] : INFO : Epoch 1719 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1967.67 ms
[2022-03-15 19:20:35 main:581] : INFO : Epoch 1720 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1962.3 ms
[2022-03-15 19:20:37 main:581] : INFO : Epoch 1721 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1980.83 ms
[2022-03-15 19:20:39 main:581] : INFO : Epoch 1722 | loss: 0.0312486 | val_loss: 0.0312507 | Time: 1961.87 ms
[2022-03-15 19:20:41 main:581] : INFO : Epoch 1723 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1964.16 ms
[2022-03-15 19:20:42 main:581] : INFO : Epoch 1724 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1976.78 ms
[2022-03-15 19:20:44 main:581] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1972.4 ms
[2022-03-15 19:20:46 main:581] : INFO : Epoch 1726 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1964.78 ms
[2022-03-15 19:20:48 main:581] : INFO : Epoch 1727 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 2001.14 ms
[2022-03-15 19:20:50 main:581] : INFO : Epoch 1728 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1996.59 ms
[2022-03-15 19:20:52 main:581] : INFO : Epoch 1729 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2000.73 ms
[2022-03-15 19:20:54 main:581] : INFO : Epoch 1730 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 1976.07 ms
[2022-03-15 19:20:56 main:581] : INFO : Epoch 1731 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1967.85 ms
[2022-03-15 19:20:58 main:581] : INFO : Epoch 1732 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1961.6 ms
[2022-03-15 19:21:00 main:581] : INFO : Epoch 1733 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1998.34 ms
[2022-03-15 19:21:03 main:581] : INFO : Epoch 1734 | loss: 0.0312475 | val_loss: 0.0312491 | Time: 2980.73 ms
[2022-03-15 19:21:05 main:581] : INFO : Epoch 1735 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 2084.78 ms
[2022-03-15 19:21:07 main:581] : INFO : Epoch 1736 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1987.68 ms
[2022-03-15 19:21:09 main:581] : INFO : Epoch 1737 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1964.82 ms
[2022-03-15 19:21:11 main:581] : INFO : Epoch 1738 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1964.87 ms
[2022-03-15 19:21:13 main:581] : INFO : Epoch 1739 | loss: 0.0312477 | val_loss: 0.031248 | Time: 2005.52 ms
[2022-03-15 19:21:15 main:581] : INFO : Epoch 1740 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1971.51 ms
[2022-03-15 19:21:17 main:581] : INFO : Epoch 1741 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1964.28 ms
[2022-03-15 19:21:19 main:581] : INFO : Epoch 1742 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1962.33 ms
[2022-03-15 19:21:21 main:581] : INFO : Epoch 1743 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1962.54 ms
[2022-03-15 19:21:23 main:581] : INFO : Epoch 1744 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1962.91 ms
[2022-03-15 19:21:25 main:581] : INFO : Epoch 1745 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2005.38 ms
[2022-03-15 19:21:27 main:581] : INFO : Epoch 1746 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 1968.77 ms
[2022-03-15 19:21:29 main:581] : INFO : Epoch 1747 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1964.8 ms
[2022-03-15 19:21:31 main:581] : INFO : Epoch 1748 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1964.58 ms
[2022-03-15 19:21:33 main:581] : INFO : Epoch 1749 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1960.4 ms
[2022-03-15 19:21:35 main:581] : INFO : Epoch 1750 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1960.48 ms
[2022-03-15 19:21:37 main:581] : INFO : Epoch 1751 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1968.03 ms
[2022-03-15 19:21:39 main:581] : INFO : Epoch 1752 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1999.76 ms
[2022-03-15 19:21:41 main:581] : INFO : Epoch 1753 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1966.73 ms
[2022-03-15 19:21:43 main:581] : INFO : Epoch 1754 | loss: 0.0312482 | val_loss: 0.031254 | Time: 1962.03 ms
[2022-03-15 19:21:45 main:581] : INFO : Epoch 1755 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1960.95 ms
[2022-03-15 19:21:47 main:581] : INFO : Epoch 1756 | loss: 0.0312491 | val_loss: 0.031248 | Time: 2000.93 ms
[2022-03-15 19:21:49 main:581] : INFO : Epoch 1757 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1976.51 ms
[2022-03-15 19:21:51 main:581] : INFO : Epoch 1758 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 1965.74 ms
[2022-03-15 19:21:53 main:581] : INFO : Epoch 1759 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1961.75 ms
[2022-03-15 19:21:55 main:581] : INFO : Epoch 1760 | loss: 0.0312491 | val_loss: 0.031248 | Time: 1959.19 ms
[2022-03-15 19:21:57 main:581] : INFO : Epoch 1761 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1959.72 ms
[2022-03-15 19:21:59 main:581] : INFO : Epoch 1762 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1963.02 ms
[2022-03-15 19:22:01 main:581] : INFO : Epoch 1763 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1989.26 ms
[2022-03-15 19:22:03 main:581] : INFO : Epoch 1764 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 2012.22 ms
[2022-03-15 19:22:05 main:581] : INFO : Epoch 1765 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1999.4 ms
[2022-03-15 19:22:07 main:581] : INFO : Epoch 1766 | loss: 0.031248 | val_loss: 0.0312487 | Time: 1968.66 ms
[2022-03-15 19:22:09 main:581] : INFO : Epoch 1767 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1963.04 ms
[2022-03-15 19:22:11 main:581] : INFO : Epoch 1768 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 1961.59 ms
[2022-03-15 19:22:12 main:581] : INFO : Epoch 1769 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1963.39 ms
[2022-03-15 19:22:14 main:581] : INFO : Epoch 1770 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 1960.8 ms
[2022-03-15 19:22:16 main:581] : INFO : Epoch 1771 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1960.21 ms
[2022-03-15 19:22:18 main:581] : INFO : Epoch 1772 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1959.63 ms
[2022-03-15 19:22:20 main:581] : INFO : Epoch 1773 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 1959.43 ms
[2022-03-15 19:22:22 main:581] : INFO : Epoch 1774 | loss: 0.031249 | val_loss: 0.0312531 | Time: 1970.24 ms
[2022-03-15 19:22:24 main:581] : INFO : Epoch 1775 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2029.53 ms
[2022-03-15 19:22:26 main:581] : INFO : Epoch 1776 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1984.12 ms
[2022-03-15 19:22:28 main:581] : INFO : Epoch 1777 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1965.76 ms
[2022-03-15 19:22:30 main:581] : INFO : Epoch 1778 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1964.14 ms
[2022-03-15 19:22:32 main:581] : INFO : Epoch 1779 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1966.36 ms
[2022-03-15 19:22:34 main:581] : INFO : Epoch 1780 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1961.02 ms
[2022-03-15 19:22:36 main:581] : INFO : Epoch 1781 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1961.72 ms
[2022-03-15 19:22:38 main:581] : INFO : Epoch 1782 | loss: 0.0312491 | val_loss: 0.0312474 | Time: 1960.16 ms
[2022-03-15 19:22:40 main:581] : INFO : Epoch 1783 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1959.92 ms
[2022-03-15 19:22:42 main:581] : INFO : Epoch 1784 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1964.64 ms
[2022-03-15 19:22:44 main:581] : INFO : Epoch 1785 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1967.22 ms
[2022-03-15 19:22:46 main:581] : INFO : Epoch 1786 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 2006.76 ms
[2022-03-15 19:22:48 main:581] : INFO : Epoch 1787 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 2004.35 ms
[2022-03-15 19:22:50 main:581] : INFO : Epoch 1788 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1985.91 ms
[2022-03-15 19:22:52 main:581] : INFO : Epoch 1789 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1970.45 ms
[2022-03-15 19:22:54 main:581] : INFO : Epoch 1790 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1964.47 ms
[2022-03-15 19:22:56 main:581] : INFO : Epoch 1791 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1966.1 ms
[2022-03-15 19:22:58 main:581] : INFO : Epoch 1792 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1963.78 ms
[2022-03-15 19:23:00 main:581] : INFO : Epoch 1793 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 2048.38 ms
SIGSEGV: segmentation violation
Stack trace (22 frames):
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x559f89318f9c]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f8284e1a730]
/lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7f8206734d57]
/lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7f8206734eba]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x559f89314b25]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x559f89314bee]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f8284e1a730]
/lib/x86_64-linux-gnu/libpthread.so.0(pthread_cond_wait+0x1fa)[0x7f8284e1600a]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(_ZNSt18condition_variable4waitERSt11unique_lockISt5mutexE+0xc)[0x559f893afabc]
./libtorch_cpu.so(+0x275d0c3)[0x7f82814130c3]
./libtorch_cpu.so(_ZN5torch8autograd6Engine11thread_mainERKSt10shared_ptrINS0_9GraphTaskEE+0xfc)[0x7f8281417c8c]
./libtorch_cpu.so(_ZN5torch8autograd6Engine23execute_with_graph_taskERKSt10shared_ptrINS0_9GraphTaskEES2_INS0_4NodeEE+0x490)[0x7f82814157c0]
./libtorch_cpu.so(_ZN5torch8autograd6Engine7executeERKSt6vectorINS0_4EdgeESaIS3_EERKS2_IN2at6TensorESaIS9_EEbbS7_+0x82f)[0x7f82814149af]
./libtorch_cpu.so(+0x274c935)[0x7f8281402935]
./libtorch_cpu.so(_ZN5torch8autograd8backwardERKSt6vectorIN2at6TensorESaIS3_EES7_N3c108optionalIbEEb+0x87)[0x7f82814038b7]
./libtorch_cpu.so(+0x2c15b10)[0x7f82818cbb10]
./libtorch_cpu.so(+0x2407072)[0x7f82810bd072]
./libtorch_cpu.so(_ZNK2at6Tensor8backwardERKS0_N3c108optionalIbEEb+0x155)[0x7f827fc19065]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a27f)[0x559f8903527f]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x559f89025d10]
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7f820671f09b]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x559f8902175a]
Exiting...
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --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 20:32:47 main:442] : INFO : Set logging level to 1
[2022-03-15 20:32:47 main:448] : INFO : Running in BOINC Client mode
[2022-03-15 20:32:47 main:451] : INFO : Resolving all filenames
[2022-03-15 20:32:47 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-15 20:32:47 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-15 20:32:47 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-15 20:32:47 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0)
[2022-03-15 20:32:47 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-15 20:32:47 main:479] : INFO : Dataset filename: dataset.hdf5
[2022-03-15 20:32:47 main:481] : INFO : Configuration:
[2022-03-15 20:32:47 main:482] : INFO : Model type: GRU
[2022-03-15 20:32:47 main:483] : INFO : Validation Loss Threshold: 0.0001
[2022-03-15 20:32:47 main:484] : INFO : Max Epochs: 2048
[2022-03-15 20:32:47 main:485] : INFO : Batch Size: 128
[2022-03-15 20:32:47 main:486] : INFO : Learning Rate: 0.01
[2022-03-15 20:32:47 main:487] : INFO : Patience: 10
[2022-03-15 20:32:47 main:488] : INFO : Hidden Width: 12
[2022-03-15 20:32:47 main:489] : INFO : # Recurrent Layers: 4
[2022-03-15 20:32:47 main:490] : INFO : # Backend Layers: 4
[2022-03-15 20:32:47 main:491] : INFO : # Threads: 1
[2022-03-15 20:32:47 main:493] : INFO : Preparing Dataset
[2022-03-15 20:32:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-15 20:32:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-15 20:32:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-15 20:32:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-15 20:32:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-15 20:32:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-15 20:32:49 main:501] : INFO : Creating Model
[2022-03-15 20:32:49 main:514] : INFO : Preparing config file
[2022-03-15 20:32:49 main:518] : INFO : Found checkpoint, attempting to load...
[2022-03-15 20:32:49 main:519] : INFO : Loading config
[2022-03-15 20:32:49 main:521] : INFO : Loading state
[2022-03-15 20:32:50 main:566] : INFO : Loading DataLoader into Memory
[2022-03-15 20:32:50 main:569] : INFO : Starting Training
[2022-03-15 20:32:54 main:581] : INFO : Epoch 1794 | loss: 0.0314109 | val_loss: 0.0313166 | Time: 3933.26 ms
[2022-03-15 20:32:57 main:581] : INFO : Epoch 1795 | loss: 0.0312705 | val_loss: 0.0312562 | Time: 3410.57 ms
[2022-03-15 20:33:00 main:581] : INFO : Epoch 1796 | loss: 0.0312522 | val_loss: 0.0312492 | Time: 2947.44 ms
[2022-03-15 20:33:02 main:581] : INFO : Epoch 1797 | loss: 0.031248 | val_loss: 0.0312466 | Time: 2001.19 ms
[2022-03-15 20:33:04 main:581] : INFO : Epoch 1798 | loss: 0.0312446 | val_loss: 0.0312413 | Time: 1989.55 ms
[2022-03-15 20:33:06 main:581] : INFO : Epoch 1799 | loss: 0.0312353 | val_loss: 0.0312257 | Time: 1992.62 ms
[2022-03-15 20:33:08 main:581] : INFO : Epoch 1800 | loss: 0.0312133 | val_loss: 0.0312105 | Time: 1994.97 ms
[2022-03-15 20:33:10 main:581] : INFO : Epoch 1801 | loss: 0.0312003 | val_loss: 0.0311951 | Time: 1998.62 ms
[2022-03-15 20:33:12 main:581] : INFO : Epoch 1802 | loss: 0.0311917 | val_loss: 0.0311887 | Time: 1998.15 ms
[2022-03-15 20:33:14 main:581] : INFO : Epoch 1803 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 1995.66 ms
[2022-03-15 20:33:16 main:581] : INFO : Epoch 1804 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 1993.35 ms
[2022-03-15 20:33:18 main:581] : INFO : Epoch 1805 | loss: 0.0311788 | val_loss: 0.0311786 | Time: 1993.29 ms
[2022-03-15 20:33:20 main:581] : INFO : Epoch 1806 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 1994.63 ms
[2022-03-15 20:33:22 main:581] : INFO : Epoch 1807 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 1997.24 ms
[2022-03-15 20:33:24 main:581] : INFO : Epoch 1808 | loss: 0.0311721 | val_loss: 0.0311827 | Time: 1995.98 ms
[2022-03-15 20:33:26 main:581] : INFO : Epoch 1809 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 1995.96 ms
[2022-03-15 20:33:28 main:581] : INFO : Epoch 1810 | loss: 0.0311677 | val_loss: 0.0312292 | Time: 1995.82 ms
[2022-03-15 20:33:30 main:581] : INFO : Epoch 1811 | loss: 0.0311874 | val_loss: 0.0311792 | Time: 1996.26 ms
[2022-03-15 20:33:32 main:581] : INFO : Epoch 1812 | loss: 0.0311781 | val_loss: 0.0311755 | Time: 1995.18 ms
[2022-03-15 20:33:34 main:581] : INFO : Epoch 1813 | loss: 0.0311739 | val_loss: 0.031173 | Time: 1994.25 ms
[2022-03-15 20:33:36 main:581] : INFO : Epoch 1814 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 1995.72 ms
[2022-03-15 20:33:38 main:581] : INFO : Epoch 1815 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 1992.76 ms
[2022-03-15 20:33:40 main:581] : INFO : Epoch 1816 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1990.91 ms
[2022-03-15 20:33:42 main:581] : INFO : Epoch 1817 | loss: 0.0311639 | val_loss: 0.031173 | Time: 1995.14 ms
[2022-03-15 20:33:44 main:581] : INFO : Epoch 1818 | loss: 0.0311619 | val_loss: 0.031174 | Time: 1996.43 ms
[2022-03-15 20:33:46 main:581] : INFO : Epoch 1819 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1996.25 ms
[2022-03-15 20:33:48 main:581] : INFO : Epoch 1820 | loss: 0.0311597 | val_loss: 0.0311723 | Time: 1997.09 ms
[2022-03-15 20:33:50 main:581] : INFO : Epoch 1821 | loss: 0.031159 | val_loss: 0.0311713 | Time: 1997.79 ms
[2022-03-15 20:33:52 main:581] : INFO : Epoch 1822 | loss: 0.0311581 | val_loss: 0.0311706 | Time: 1998.24 ms
[2022-03-15 20:33:54 main:581] : INFO : Epoch 1823 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 1994.14 ms
[2022-03-15 20:33:56 main:581] : INFO : Epoch 1824 | loss: 0.0311571 | val_loss: 0.031171 | Time: 1997.18 ms
[2022-03-15 20:33:58 main:581] : INFO : Epoch 1825 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 1996.3 ms
[2022-03-15 20:34:00 main:581] : INFO : Epoch 1826 | loss: 0.031157 | val_loss: 0.0311705 | Time: 2077.76 ms
[2022-03-15 20:34:02 main:581] : INFO : Epoch 1827 | loss: 0.0311545 | val_loss: 0.0311747 | Time: 2068.93 ms
[2022-03-15 20:34:04 main:581] : INFO : Epoch 1828 | loss: 0.031154 | val_loss: 0.0311734 | Time: 1994.27 ms
[2022-03-15 20:34:06 main:581] : INFO : Epoch 1829 | loss: 0.0311525 | val_loss: 0.0311734 | Time: 1994.31 ms
[2022-03-15 20:34:08 main:581] : INFO : Epoch 1830 | loss: 0.0311523 | val_loss: 0.0311782 | Time: 1994.24 ms
[2022-03-15 20:34:10 main:581] : INFO : Epoch 1831 | loss: 0.0311564 | val_loss: 0.031177 | Time: 1996.53 ms
[2022-03-15 20:34:12 main:581] : INFO : Epoch 1832 | loss: 0.0311573 | val_loss: 0.0311742 | Time: 1994.86 ms
[2022-03-15 20:34:14 main:581] : INFO : Epoch 1833 | loss: 0.0311558 | val_loss: 0.0311756 | Time: 1998.96 ms
[2022-03-15 20:34:16 main:581] : INFO : Epoch 1834 | loss: 0.03115 | val_loss: 0.0311709 | Time: 1996.5 ms
[2022-03-15 20:34:18 main:581] : INFO : Epoch 1835 | loss: 0.0311509 | val_loss: 0.0311703 | Time: 1993.91 ms
[2022-03-15 20:34:20 main:581] : INFO : Epoch 1836 | loss: 0.0311508 | val_loss: 0.0311706 | Time: 1996.76 ms
[2022-03-15 20:34:22 main:581] : INFO : Epoch 1837 | loss: 0.0311487 | val_loss: 0.0311738 | Time: 1993.23 ms
[2022-03-15 20:34:24 main:581] : INFO : Epoch 1838 | loss: 0.031148 | val_loss: 0.0311704 | Time: 1995.64 ms
[2022-03-15 20:34:26 main:581] : INFO : Epoch 1839 | loss: 0.0311482 | val_loss: 0.0311716 | Time: 1993.46 ms
[2022-03-15 20:34:28 main:581] : INFO : Epoch 1840 | loss: 0.0311483 | val_loss: 0.031173 | Time: 1994.15 ms
[2022-03-15 20:34:30 main:581] : INFO : Epoch 1841 | loss: 0.0311453 | val_loss: 0.0311735 | Time: 1996.35 ms
[2022-03-15 20:34:32 main:581] : INFO : Epoch 1842 | loss: 0.0311479 | val_loss: 0.0311743 | Time: 1997.02 ms
[2022-03-15 20:34:34 main:581] : INFO : Epoch 1843 | loss: 0.0311481 | val_loss: 0.0311731 | Time: 1998.28 ms
[2022-03-15 20:34:36 main:581] : INFO : Epoch 1844 | loss: 0.0311456 | val_loss: 0.0311734 | Time: 1994.12 ms
[2022-03-15 20:34:38 main:581] : INFO : Epoch 1845 | loss: 0.0311446 | val_loss: 0.0311708 | Time: 1993.9 ms
[2022-03-15 20:34:40 main:581] : INFO : Epoch 1846 | loss: 0.0311452 | val_loss: 0.0311686 | Time: 1993.14 ms
[2022-03-15 20:34:42 main:581] : INFO : Epoch 1847 | loss: 0.0311432 | val_loss: 0.0311722 | Time: 2012.43 ms
[2022-03-15 20:34:44 main:581] : INFO : Epoch 1848 | loss: 0.0311442 | val_loss: 0.031177 | Time: 1995.49 ms
[2022-03-15 20:34:46 main:581] : INFO : Epoch 1849 | loss: 0.031145 | val_loss: 0.0311728 | Time: 1993.97 ms
[2022-03-15 20:34:48 main:581] : INFO : Epoch 1850 | loss: 0.031145 | val_loss: 0.0311744 | Time: 1996.15 ms
[2022-03-15 20:34:50 main:581] : INFO : Epoch 1851 | loss: 0.0311469 | val_loss: 0.0311704 | Time: 1994.48 ms
[2022-03-15 20:34:52 main:581] : INFO : Epoch 1852 | loss: 0.0311457 | val_loss: 0.0311832 | Time: 1995.9 ms
[2022-03-15 20:34:54 main:581] : INFO : Epoch 1853 | loss: 0.0311464 | val_loss: 0.0311733 | Time: 1997.54 ms
[2022-03-15 20:34:56 main:581] : INFO : Epoch 1854 | loss: 0.0311419 | val_loss: 0.031173 | Time: 1994.68 ms
[2022-03-15 20:34:58 main:581] : INFO : Epoch 1855 | loss: 0.0311422 | val_loss: 0.0311737 | Time: 1996.5 ms
[2022-03-15 20:35:00 main:581] : INFO : Epoch 1856 | loss: 0.0311413 | val_loss: 0.0311721 | Time: 2014.61 ms
[2022-03-15 20:35:02 main:581] : INFO : Epoch 1857 | loss: 0.0311421 | val_loss: 0.0311738 | Time: 2003.21 ms
[2022-03-15 20:35:04 main:581] : INFO : Epoch 1858 | loss: 0.0311404 | val_loss: 0.0311725 | Time: 1995.96 ms
[2022-03-15 20:35:06 main:581] : INFO : Epoch 1859 | loss: 0.0311399 | val_loss: 0.0311744 | Time: 1995.95 ms
[2022-03-15 20:35:08 main:581] : INFO : Epoch 1860 | loss: 0.0311378 | val_loss: 0.0311706 | Time: 1994.37 ms
[2022-03-15 20:35:10 main:581] : INFO : Epoch 1861 | loss: 0.0311355 | val_loss: 0.0311757 | Time: 1995.06 ms
[2022-03-15 20:35:12 main:581] : INFO : Epoch 1862 | loss: 0.0311365 | val_loss: 0.0311768 | Time: 1996.6 ms
[2022-03-15 20:35:14 main:581] : INFO : Epoch 1863 | loss: 0.0311368 | val_loss: 0.0311771 | Time: 1997.15 ms
[2022-03-15 20:35:16 main:581] : INFO : Epoch 1864 | loss: 0.0311414 | val_loss: 0.0311819 | Time: 1994.7 ms
[2022-03-15 20:35:18 main:581] : INFO : Epoch 1865 | loss: 0.031142 | val_loss: 0.0311747 | Time: 1995.31 ms
[2022-03-15 20:35:20 main:581] : INFO : Epoch 1866 | loss: 0.0311404 | val_loss: 0.0311698 | Time: 1993.76 ms
[2022-03-15 20:35:22 main:581] : INFO : Epoch 1867 | loss: 0.0311398 | val_loss: 0.0311742 | Time: 1998.45 ms
[2022-03-15 20:35:24 main:581] : INFO : Epoch 1868 | loss: 0.0311382 | val_loss: 0.0311743 | Time: 1997.17 ms
[2022-03-15 20:35:26 main:581] : INFO : Epoch 1869 | loss: 0.0311382 | val_loss: 0.0311746 | Time: 1994.62 ms
[2022-03-15 20:35:28 main:581] : INFO : Epoch 1870 | loss: 0.0311344 | val_loss: 0.0311753 | Time: 1995.79 ms
[2022-03-15 20:35:30 main:581] : INFO : Epoch 1871 | loss: 0.0311359 | val_loss: 0.0311735 | Time: 1996.87 ms
[2022-03-15 20:35:32 main:581] : INFO : Epoch 1872 | loss: 0.0311364 | val_loss: 0.0311776 | Time: 1997.88 ms
[2022-03-15 20:35:34 main:581] : INFO : Epoch 1873 | loss: 0.0311368 | val_loss: 0.0311781 | Time: 1994.04 ms
[2022-03-15 20:35:36 main:581] : INFO : Epoch 1874 | loss: 0.0311345 | val_loss: 0.0311785 | Time: 1995.91 ms
[2022-03-15 20:35:38 main:581] : INFO : Epoch 1875 | loss: 0.0311365 | val_loss: 0.031179 | Time: 1992.85 ms
[2022-03-15 20:35:40 main:581] : INFO : Epoch 1876 | loss: 0.031141 | val_loss: 0.0311729 | Time: 1992.52 ms
[2022-03-15 20:35:42 main:581] : INFO : Epoch 1877 | loss: 0.0311401 | val_loss: 0.031172 | Time: 1995.19 ms
[2022-03-15 20:35:44 main:581] : INFO : Epoch 1878 | loss: 0.031139 | val_loss: 0.0311858 | Time: 1992.64 ms
[2022-03-15 20:35:46 main:581] : INFO : Epoch 1879 | loss: 0.0312293 | val_loss: 0.0312393 | Time: 1994.26 ms
[2022-03-15 20:35:48 main:581] : INFO : Epoch 1880 | loss: 0.0312392 | val_loss: 0.0312335 | Time: 1996.28 ms
[2022-03-15 20:35:50 main:581] : INFO : Epoch 1881 | loss: 0.031231 | val_loss: 0.0312272 | Time: 1995.26 ms
[2022-03-15 20:35:52 main:581] : INFO : Epoch 1882 | loss: 0.0312248 | val_loss: 0.0312254 | Time: 1996.34 ms
[2022-03-15 20:35:54 main:581] : INFO : Epoch 1883 | loss: 0.0312224 | val_loss: 0.0312227 | Time: 1995.18 ms
[2022-03-15 20:35:56 main:581] : INFO : Epoch 1884 | loss: 0.0312188 | val_loss: 0.0312188 | Time: 1994.6 ms
[2022-03-15 20:35:58 main:581] : INFO : Epoch 1885 | loss: 0.0312161 | val_loss: 0.0312169 | Time: 1990.7 ms
[2022-03-15 20:36:00 main:581] : INFO : Epoch 1886 | loss: 0.0312163 | val_loss: 0.0312164 | Time: 1990.67 ms
[2022-03-15 20:36:02 main:581] : INFO : Epoch 1887 | loss: 0.0312149 | val_loss: 0.0312139 | Time: 2427.34 ms
[2022-03-15 20:36:04 main:581] : INFO : Epoch 1888 | loss: 0.0312167 | val_loss: 0.0312236 | Time: 1994.64 ms
[2022-03-15 20:36:06 main:581] : INFO : Epoch 1889 | loss: 0.0312127 | val_loss: 0.0312105 | Time: 1997.56 ms
[2022-03-15 20:36:08 main:581] : INFO : Epoch 1890 | loss: 0.03121 | val_loss: 0.0312096 | Time: 1994.08 ms
[2022-03-15 20:36:10 main:581] : INFO : Epoch 1891 | loss: 0.0312084 | val_loss: 0.0312072 | Time: 1992.96 ms
[2022-03-15 20:36:12 main:581] : INFO : Epoch 1892 | loss: 0.0312072 | val_loss: 0.031206 | Time: 1995.59 ms
[2022-03-15 20:36:14 main:581] : INFO : Epoch 1893 | loss: 0.0312067 | val_loss: 0.0312059 | Time: 1997.06 ms
[2022-03-15 20:36:16 main:581] : INFO : Epoch 1894 | loss: 0.031207 | val_loss: 0.0312057 | Time: 1998.54 ms
[2022-03-15 20:36:18 main:581] : INFO : Epoch 1895 | loss: 0.031206 | val_loss: 0.031206 | Time: 1995.5 ms
[2022-03-15 20:36:20 main:581] : INFO : Epoch 1896 | loss: 0.0312057 | val_loss: 0.0312139 | Time: 1992.78 ms
[2022-03-15 20:36:22 main:581] : INFO : Epoch 1897 | loss: 0.0312089 | val_loss: 0.0312029 | Time: 1995.62 ms
[2022-03-15 20:36:24 main:581] : INFO : Epoch 1898 | loss: 0.0312027 | val_loss: 0.0312008 | Time: 1993.29 ms
[2022-03-15 20:36:26 main:581] : INFO : Epoch 1899 | loss: 0.0312007 | val_loss: 0.0311998 | Time: 1997.38 ms
[2022-03-15 20:36:28 main:581] : INFO : Epoch 1900 | loss: 0.0312003 | val_loss: 0.0312033 | Time: 1994.45 ms
[2022-03-15 20:36:30 main:581] : INFO : Epoch 1901 | loss: 0.0312027 | val_loss: 0.0312028 | Time: 1994.55 ms
[2022-03-15 20:36:32 main:581] : INFO : Epoch 1902 | loss: 0.0311997 | val_loss: 0.0311991 | Time: 1995.81 ms
[2022-03-15 20:36:34 main:581] : INFO : Epoch 1903 | loss: 0.0312005 | val_loss: 0.0312116 | Time: 1994.19 ms
[2022-03-15 20:36:36 main:581] : INFO : Epoch 1904 | loss: 0.0312033 | val_loss: 0.0311997 | Time: 1996.1 ms
[2022-03-15 20:36:38 main:581] : INFO : Epoch 1905 | loss: 0.0311977 | val_loss: 0.0311967 | Time: 1992.36 ms
[2022-03-15 20:36:40 main:581] : INFO : Epoch 1906 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 1991.85 ms
[2022-03-15 20:36:42 main:581] : INFO : Epoch 1907 | loss: 0.0311952 | val_loss: 0.0311936 | Time: 1993.57 ms
[2022-03-15 20:36:44 main:581] : INFO : Epoch 1908 | loss: 0.0311943 | val_loss: 0.0311945 | Time: 1992.77 ms
[2022-03-15 20:36:46 main:581] : INFO : Epoch 1909 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 1996.62 ms
[2022-03-15 20:36:48 main:581] : INFO : Epoch 1910 | loss: 0.0311921 | val_loss: 0.031192 | Time: 1992.94 ms
[2022-03-15 20:36:50 main:581] : INFO : Epoch 1911 | loss: 0.0311924 | val_loss: 0.031194 | Time: 1990.69 ms
[2022-03-15 20:36:52 main:581] : INFO : Epoch 1912 | loss: 0.0311929 | val_loss: 0.0311979 | Time: 1988.83 ms
[2022-03-15 20:36:54 main:581] : INFO : Epoch 1913 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 1992.26 ms
[2022-03-15 20:36:56 main:581] : INFO : Epoch 1914 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 1993 ms
[2022-03-15 20:36:58 main:581] : INFO : Epoch 1915 | loss: 0.0311909 | val_loss: 0.0311912 | Time: 1990.37 ms
[2022-03-15 20:37:00 main:581] : INFO : Epoch 1916 | loss: 0.0311904 | val_loss: 0.0311912 | Time: 2000.6 ms
[2022-03-15 20:37:03 main:581] : INFO : Epoch 1917 | loss: 0.0311907 | val_loss: 0.0311927 | Time: 3287.77 ms
[2022-03-15 20:37:06 main:581] : INFO : Epoch 1918 | loss: 0.0311895 | val_loss: 0.0311908 | Time: 2545.79 ms
[2022-03-15 20:37:08 main:581] : INFO : Epoch 1919 | loss: 0.0311872 | val_loss: 0.031189 | Time: 1997.5 ms
[2022-03-15 20:37:10 main:581] : INFO : Epoch 1920 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 1995.55 ms
[2022-03-15 20:37:12 main:581] : INFO : Epoch 1921 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 1996.58 ms
[2022-03-15 20:37:14 main:581] : INFO : Epoch 1922 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 1994.79 ms
[2022-03-15 20:37:16 main:581] : INFO : Epoch 1923 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 1993.32 ms
[2022-03-15 20:37:18 main:581] : INFO : Epoch 1924 | loss: 0.031186 | val_loss: 0.031191 | Time: 1997.43 ms
[2022-03-15 20:37:20 main:581] : INFO : Epoch 1925 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 1994.21 ms
[2022-03-15 20:37:22 main:581] : INFO : Epoch 1926 | loss: 0.0311906 | val_loss: 0.031188 | Time: 1997.08 ms
[2022-03-15 20:37:24 main:581] : INFO : Epoch 1927 | loss: 0.0311858 | val_loss: 0.0311882 | Time: 1995.3 ms
[2022-03-15 20:37:26 main:581] : INFO : Epoch 1928 | loss: 0.0311847 | val_loss: 0.0311895 | Time: 1994.76 ms
[2022-03-15 20:37:28 main:581] : INFO : Epoch 1929 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 1997.63 ms
[2022-03-15 20:37:30 main:581] : INFO : Epoch 1930 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 1993.89 ms
[2022-03-15 20:37:32 main:581] : INFO : Epoch 1931 | loss: 0.0311844 | val_loss: 0.0311881 | Time: 1995.91 ms
[2022-03-15 20:37:34 main:581] : INFO : Epoch 1932 | loss: 0.0311833 | val_loss: 0.031188 | Time: 1994.71 ms
[2022-03-15 20:37:36 main:581] : INFO : Epoch 1933 | loss: 0.0311828 | val_loss: 0.031189 | Time: 1993.61 ms
[2022-03-15 20:37:38 main:581] : INFO : Epoch 1934 | loss: 0.031188 | val_loss: 0.0311893 | Time: 1995.99 ms
[2022-03-15 20:37:40 main:581] : INFO : Epoch 1935 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 1994.4 ms
[2022-03-15 20:37:42 main:581] : INFO : Epoch 1936 | loss: 0.0311831 | val_loss: 0.0311908 | Time: 1995.06 ms
[2022-03-15 20:37:44 main:581] : INFO : Epoch 1937 | loss: 0.0311823 | val_loss: 0.0311885 | Time: 1992.25 ms
[2022-03-15 20:37:46 main:581] : INFO : Epoch 1938 | loss: 0.0311814 | val_loss: 0.0311871 | Time: 1992.51 ms
[2022-03-15 20:37:48 main:581] : INFO : Epoch 1939 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 1994.82 ms
[2022-03-15 20:37:50 main:581] : INFO : Epoch 1940 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 1992.13 ms
[2022-03-15 20:37:52 main:581] : INFO : Epoch 1941 | loss: 0.0311802 | val_loss: 0.0311884 | Time: 1992.62 ms
[2022-03-15 20:37:54 main:581] : INFO : Epoch 1942 | loss: 0.0311807 | val_loss: 0.0311873 | Time: 1989.44 ms
[2022-03-15 20:37:56 main:581] : INFO : Epoch 1943 | loss: 0.0311809 | val_loss: 0.0311924 | Time: 1990.87 ms
[2022-03-15 20:37:58 main:581] : INFO : Epoch 1944 | loss: 0.0311828 | val_loss: 0.0311917 | Time: 1994.4 ms
[2022-03-15 20:38:00 main:581] : INFO : Epoch 1945 | loss: 0.0311822 | val_loss: 0.0311886 | Time: 1993.49 ms
[2022-03-15 20:38:03 main:581] : INFO : Epoch 1946 | loss: 0.0311814 | val_loss: 0.0311868 | Time: 3066.75 ms
[2022-03-15 20:38:06 main:581] : INFO : Epoch 1947 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 3329.71 ms
[2022-03-15 20:38:09 main:581] : INFO : Epoch 1948 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 3013.92 ms
[2022-03-15 20:38:11 main:581] : INFO : Epoch 1949 | loss: 0.0311788 | val_loss: 0.0311865 | Time: 1993.22 ms
[2022-03-15 20:38:13 main:581] : INFO : Epoch 1950 | loss: 0.0311799 | val_loss: 0.0311865 | Time: 1995.6 ms
[2022-03-15 20:38:15 main:581] : INFO : Epoch 1951 | loss: 0.0311791 | val_loss: 0.0311869 | Time: 1994.15 ms
[2022-03-15 20:38:17 main:581] : INFO : Epoch 1952 | loss: 0.0311793 | val_loss: 0.0311881 | Time: 1995.34 ms
[2022-03-15 20:38:19 main:581] : INFO : Epoch 1953 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 1998.08 ms
[2022-03-15 20:38:21 main:581] : INFO : Epoch 1954 | loss: 0.0311776 | val_loss: 0.0311863 | Time: 1995.51 ms
[2022-03-15 20:38:23 main:581] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.0311852 | Time: 1998.82 ms
[2022-03-15 20:38:25 main:581] : INFO : Epoch 1956 | loss: 0.031177 | val_loss: 0.0311847 | Time: 1994.12 ms
[2022-03-15 20:38:27 main:581] : INFO : Epoch 1957 | loss: 0.031178 | val_loss: 0.0311859 | Time: 1994.18 ms
[2022-03-15 20:38:29 main:581] : INFO : Epoch 1958 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 1993.57 ms
[2022-03-15 20:38:31 main:581] : INFO : Epoch 1959 | loss: 0.0311767 | val_loss: 0.0311864 | Time: 1993.12 ms
[2022-03-15 20:38:33 main:581] : INFO : Epoch 1960 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 1996.69 ms
[2022-03-15 20:38:35 main:581] : INFO : Epoch 1961 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1991.93 ms
[2022-03-15 20:38:37 main:581] : INFO : Epoch 1962 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 1992.87 ms
[2022-03-15 20:38:39 main:581] : INFO : Epoch 1963 | loss: 0.0311771 | val_loss: 0.0311873 | Time: 1993.82 ms
[2022-03-15 20:38:41 main:581] : INFO : Epoch 1964 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 1996.3 ms
[2022-03-15 20:38:43 main:581] : INFO : Epoch 1965 | loss: 0.0311764 | val_loss: 0.0311853 | Time: 1997.57 ms
[2022-03-15 20:38:45 main:581] : INFO : Epoch 1966 | loss: 0.0311796 | val_loss: 0.0311902 | Time: 1995.91 ms
[2022-03-15 20:38:47 main:581] : INFO : Epoch 1967 | loss: 0.0311813 | val_loss: 0.031193 | Time: 1993.5 ms
[2022-03-15 20:38:49 main:581] : INFO : Epoch 1968 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 1997.74 ms
[2022-03-15 20:38:51 main:581] : INFO : Epoch 1969 | loss: 0.0311762 | val_loss: 0.0311844 | Time: 1994.29 ms
[2022-03-15 20:38:53 main:581] : INFO : Epoch 1970 | loss: 0.0311759 | val_loss: 0.0311925 | Time: 1998.29 ms
[2022-03-15 20:38:55 main:581] : INFO : Epoch 1971 | loss: 0.0311764 | val_loss: 0.0311965 | Time: 1995.42 ms
[2022-03-15 20:38:57 main:581] : INFO : Epoch 1972 | loss: 0.0311814 | val_loss: 0.0311851 | Time: 1996.82 ms
[2022-03-15 20:38:59 main:581] : INFO : Epoch 1973 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1997.16 ms
[2022-03-15 20:39:02 main:581] : INFO : Epoch 1974 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 2528.44 ms
[2022-03-15 20:39:04 main:581] : INFO : Epoch 1975 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 2725.52 ms
[2022-03-15 20:39:06 main:581] : INFO : Epoch 1976 | loss: 0.03118 | val_loss: 0.0311855 | Time: 1990.87 ms
[2022-03-15 20:39:08 main:581] : INFO : Epoch 1977 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 1990.95 ms
[2022-03-15 20:39:10 main:581] : INFO : Epoch 1978 | loss: 0.0311741 | val_loss: 0.0311862 | Time: 1995.24 ms
[2022-03-15 20:39:12 main:581] : INFO : Epoch 1979 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 1997.16 ms
[2022-03-15 20:39:14 main:581] : INFO : Epoch 1980 | loss: 0.0311756 | val_loss: 0.0311927 | Time: 1997.96 ms
[2022-03-15 20:39:16 main:581] : INFO : Epoch 1981 | loss: 0.0311768 | val_loss: 0.0311911 | Time: 1995.77 ms
[2022-03-15 20:39:18 main:581] : INFO : Epoch 1982 | loss: 0.0311772 | val_loss: 0.0312026 | Time: 1996.32 ms
[2022-03-15 20:39:20 main:581] : INFO : Epoch 1983 | loss: 0.0311795 | val_loss: 0.0311858 | Time: 1998.39 ms
[2022-03-15 20:39:22 main:581] : INFO : Epoch 1984 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 1997.5 ms
[2022-03-15 20:39:24 main:581] : INFO : Epoch 1985 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1994.84 ms
[2022-03-15 20:39:26 main:581] : INFO : Epoch 1986 | loss: 0.031175 | val_loss: 0.0311839 | Time: 1993.71 ms
[2022-03-15 20:39:28 main:581] : INFO : Epoch 1987 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1994.29 ms
[2022-03-15 20:39:30 main:581] : INFO : Epoch 1988 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 1998.48 ms
[2022-03-15 20:39:32 main:581] : INFO : Epoch 1989 | loss: 0.031174 | val_loss: 0.0311851 | Time: 1998.49 ms
[2022-03-15 20:39:34 main:581] : INFO : Epoch 1990 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 1994.88 ms
[2022-03-15 20:39:36 main:581] : INFO : Epoch 1991 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1993.99 ms
[2022-03-15 20:39:38 main:581] : INFO : Epoch 1992 | loss: 0.031172 | val_loss: 0.0311823 | Time: 1994.97 ms
[2022-03-15 20:39:40 main:581] : INFO : Epoch 1993 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1997.81 ms
[2022-03-15 20:39:42 main:581] : INFO : Epoch 1994 | loss: 0.0311727 | val_loss: 0.031185 | Time: 1997.11 ms
[2022-03-15 20:39:44 main:581] : INFO : Epoch 1995 | loss: 0.0312046 | val_loss: 0.0312139 | Time: 1996.17 ms
[2022-03-15 20:39:46 main:581] : INFO : Epoch 1996 | loss: 0.031213 | val_loss: 0.031207 | Time: 1995.17 ms
[2022-03-15 20:39:48 main:581] : INFO : Epoch 1997 | loss: 0.0312099 | val_loss: 0.0312047 | Time: 1995.38 ms
[2022-03-15 20:39:50 main:581] : INFO : Epoch 1998 | loss: 0.0312086 | val_loss: 0.0312133 | Time: 1995.37 ms
[2022-03-15 20:39:52 main:581] : INFO : Epoch 1999 | loss: 0.0312087 | val_loss: 0.0312033 | Time: 1995.81 ms
[2022-03-15 20:39:54 main:581] : INFO : Epoch 2000 | loss: 0.0312063 | val_loss: 0.0312024 | Time: 1994.6 ms
[2022-03-15 20:39:56 main:581] : INFO : Epoch 2001 | loss: 0.0312053 | val_loss: 0.031202 | Time: 1997.35 ms
[2022-03-15 20:39:58 main:581] : INFO : Epoch 2002 | loss: 0.0312054 | val_loss: 0.0312031 | Time: 1996.61 ms
[2022-03-15 20:40:00 main:581] : INFO : Epoch 2003 | loss: 0.0312045 | val_loss: 0.0312029 | Time: 1996.89 ms
[2022-03-15 20:40:03 main:581] : INFO : Epoch 2004 | loss: 0.0312045 | val_loss: 0.0312025 | Time: 3237.66 ms
[2022-03-15 20:40:06 main:581] : INFO : Epoch 2005 | loss: 0.0312046 | val_loss: 0.0312027 | Time: 2573.3 ms
[2022-03-15 20:40:08 main:581] : INFO : Epoch 2006 | loss: 0.0312081 | val_loss: 0.0312015 | Time: 1994.79 ms
[2022-03-15 20:40:10 main:581] : INFO : Epoch 2007 | loss: 0.0312075 | val_loss: 0.031201 | Time: 1995.76 ms
[2022-03-15 20:40:12 main:581] : INFO : Epoch 2008 | loss: 0.0312048 | val_loss: 0.0312024 | Time: 1997.7 ms
[2022-03-15 20:40:14 main:581] : INFO : Epoch 2009 | loss: 0.0312034 | val_loss: 0.031201 | Time: 1995.21 ms
[2022-03-15 20:40:16 main:581] : INFO : Epoch 2010 | loss: 0.0312029 | val_loss: 0.0311998 | Time: 1993.1 ms
[2022-03-15 20:40:18 main:581] : INFO : Epoch 2011 | loss: 0.031202 | val_loss: 0.0311991 | Time: 1991.48 ms
[2022-03-15 20:40:20 main:581] : INFO : Epoch 2012 | loss: 0.0312016 | val_loss: 0.0311988 | Time: 1992.92 ms
[2022-03-15 20:40:22 main:581] : INFO : Epoch 2013 | loss: 0.0312018 | val_loss: 0.0311984 | Time: 1995.34 ms
[2022-03-15 20:40:24 main:581] : INFO : Epoch 2014 | loss: 0.0312012 | val_loss: 0.0311985 | Time: 1993.16 ms
[2022-03-15 20:40:26 main:581] : INFO : Epoch 2015 | loss: 0.0312015 | val_loss: 0.0311977 | Time: 1994.13 ms
[2022-03-15 20:40:28 main:581] : INFO : Epoch 2016 | loss: 0.0312034 | val_loss: 0.0311989 | Time: 1993.09 ms
[2022-03-15 20:40:30 main:581] : INFO : Epoch 2017 | loss: 0.0312044 | val_loss: 0.0311994 | Time: 1992.74 ms
[2022-03-15 20:40:32 main:581] : INFO : Epoch 2018 | loss: 0.0312014 | val_loss: 0.0311988 | Time: 1997.26 ms
[2022-03-15 20:40:34 main:581] : INFO : Epoch 2019 | loss: 0.0312002 | val_loss: 0.0311975 | Time: 1991.02 ms
[2022-03-15 20:40:36 main:581] : INFO : Epoch 2020 | loss: 0.0312009 | val_loss: 0.031197 | Time: 1992.64 ms
[2022-03-15 20:40:38 main:581] : INFO : Epoch 2021 | loss: 0.0312 | val_loss: 0.0311979 | Time: 1992.49 ms
[2022-03-15 20:40:40 main:581] : INFO : Epoch 2022 | loss: 0.0311989 | val_loss: 0.0311989 | Time: 1993.96 ms
[2022-03-15 20:40:42 main:581] : INFO : Epoch 2023 | loss: 0.0312003 | val_loss: 0.0311979 | Time: 1995.4 ms
[2022-03-15 20:40:44 main:581] : INFO : Epoch 2024 | loss: 0.0311993 | val_loss: 0.0311956 | Time: 1994.74 ms
[2022-03-15 20:40:46 main:581] : INFO : Epoch 2025 | loss: 0.0311979 | val_loss: 0.0311952 | Time: 1994.24 ms
[2022-03-15 20:40:48 main:581] : INFO : Epoch 2026 | loss: 0.0311977 | val_loss: 0.0311948 | Time: 1993.11 ms
[2022-03-15 20:40:50 main:581] : INFO : Epoch 2027 | loss: 0.0311973 | val_loss: 0.0311953 | Time: 1993.46 ms
[2022-03-15 20:40:52 main:581] : INFO : Epoch 2028 | loss: 0.0311976 | val_loss: 0.0311954 | Time: 1993.42 ms
[2022-03-15 20:40:54 main:581] : INFO : Epoch 2029 | loss: 0.0312006 | val_loss: 0.0311952 | Time: 1994.89 ms
[2022-03-15 20:40:56 main:581] : INFO : Epoch 2030 | loss: 0.0311977 | val_loss: 0.0311952 | Time: 1993.19 ms
[2022-03-15 20:40:58 main:581] : INFO : Epoch 2031 | loss: 0.0311965 | val_loss: 0.031194 | Time: 1992.75 ms
[2022-03-15 20:41:00 main:581] : INFO : Epoch 2032 | loss: 0.0311965 | val_loss: 0.0311937 | Time: 1992.95 ms
[2022-03-15 20:41:03 main:581] : INFO : Epoch 2033 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 2919.39 ms
[2022-03-15 20:41:05 main:581] : INFO : Epoch 2034 | loss: 0.0311986 | val_loss: 0.0311942 | Time: 2515.86 ms
[2022-03-15 20:41:07 main:581] : INFO : Epoch 2035 | loss: 0.0311959 | val_loss: 0.0311947 | Time: 1993.18 ms
[2022-03-15 20:41:09 main:581] : INFO : Epoch 2036 | loss: 0.0311982 | val_loss: 0.0311927 | Time: 1992.61 ms
[2022-03-15 20:41:11 main:581] : INFO : Epoch 2037 | loss: 0.0311969 | val_loss: 0.031196 | Time: 1989.57 ms
[2022-03-15 20:41:13 main:581] : INFO : Epoch 2038 | loss: 0.0311975 | val_loss: 0.0311923 | Time: 1990.48 ms
[2022-03-15 20:41:15 main:581] : INFO : Epoch 2039 | loss: 0.0311954 | val_loss: 0.0311924 | Time: 1992.66 ms
[2022-03-15 20:41:17 main:581] : INFO : Epoch 2040 | loss: 0.0311955 | val_loss: 0.0311926 | Time: 1992.53 ms
[2022-03-15 20:41:19 main:581] : INFO : Epoch 2041 | loss: 0.0311962 | val_loss: 0.0311994 | Time: 1993.61 ms
[2022-03-15 20:41:21 main:581] : INFO : Epoch 2042 | loss: 0.0311952 | val_loss: 0.0311917 | Time: 1992.83 ms
[2022-03-15 20:41:23 main:581] : INFO : Epoch 2043 | loss: 0.031194 | val_loss: 0.0311928 | Time: 1997.89 ms
[2022-03-15 20:41:25 main:581] : INFO : Epoch 2044 | loss: 0.0311934 | val_loss: 0.0311917 | Time: 1998.34 ms
[2022-03-15 20:41:27 main:581] : INFO : Epoch 2045 | loss: 0.031193 | val_loss: 0.0311924 | Time: 1992.55 ms
[2022-03-15 20:41:29 main:581] : INFO : Epoch 2046 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 1993.84 ms
[2022-03-15 20:41:31 main:581] : INFO : Epoch 2047 | loss: 0.0311925 | val_loss: 0.0311909 | Time: 1993.89 ms
[2022-03-15 20:41:33 main:581] : INFO : Epoch 2048 | loss: 0.0311921 | val_loss: 0.0311906 | Time: 1998.22 ms
[2022-03-15 20:41:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311906
[2022-03-15 20:41:33 main:610] : INFO : Saving end state to config to file
[2022-03-15 20:41:33 main:615] : INFO : Success, exiting..
20:41:33 (832): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)