Task 7576780
| Name | ParityModified-1631726671-530-1_3 |
| Workunit | 5076468 |
| Created | 25 Sep 2021, 3:23:13 UTC |
| Sent | 25 Sep 2021, 4:58:55 UTC |
| Report deadline | 2 Oct 2021, 4:58:55 UTC |
| Received | 25 Sep 2021, 9:07:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10683 |
| Run time | 1 hours 8 min 12 sec |
| CPU time | 1 hours 7 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,132.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.6.33</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031111 | val_loss: 0.0311596 | Time: 2007.01 ms [2021-09-25 11:14:53 main:574] : INFO : Epoch 1543 | loss: 0.03111 | val_loss: 0.0311619 | Time: 2054.1 ms [2021-09-25 11:14:55 main:574] : INFO : Epoch 1544 | loss: 0.0311103 | val_loss: 0.0311656 | Time: 2004.3 ms [2021-09-25 11:14:58 main:574] : INFO : Epoch 1545 | loss: 0.0311077 | val_loss: 0.0311618 | Time: 2016.06 ms [2021-09-25 11:15:00 main:574] : INFO : Epoch 1546 | loss: 0.0311067 | val_loss: 0.0311644 | Time: 2011.33 ms [2021-09-25 11:15:02 main:574] : INFO : Epoch 1547 | loss: 0.0311058 | val_loss: 0.0311589 | Time: 2004.92 ms [2021-09-25 11:15:04 main:574] : INFO : Epoch 1548 | loss: 0.031114 | val_loss: 0.0311653 | Time: 2019.4 ms [2021-09-25 11:15:06 main:574] : INFO : Epoch 1549 | loss: 0.0311122 | val_loss: 0.031167 | Time: 1980.8 ms [2021-09-25 11:15:08 main:574] : INFO : Epoch 1550 | loss: 0.0311147 | val_loss: 0.0311649 | Time: 2010 ms [2021-09-25 11:15:10 main:574] : INFO : Epoch 1551 | loss: 0.0311118 | val_loss: 0.0311618 | Time: 1977.77 ms [2021-09-25 11:15:12 main:574] : INFO : Epoch 1552 | loss: 0.0311101 | val_loss: 0.0311588 | Time: 1974.62 ms [2021-09-25 11:15:14 main:574] : INFO : Epoch 1553 | loss: 0.0311095 | val_loss: 0.0311601 | Time: 1989.86 ms [2021-09-25 11:15:16 main:574] : INFO : Epoch 1554 | loss: 0.03111 | val_loss: 0.0311645 | Time: 1997.32 ms [2021-09-25 11:15:18 main:574] : INFO : Epoch 1555 | loss: 0.0311103 | val_loss: 0.0311622 | Time: 1985.03 ms [2021-09-25 11:15:20 main:574] : INFO : Epoch 1556 | loss: 0.0311073 | val_loss: 0.031161 | Time: 2008.65 ms [2021-09-25 11:15:22 main:574] : INFO : Epoch 1557 | loss: 0.0311093 | val_loss: 0.0311602 | Time: 1994.94 ms [2021-09-25 11:15:24 main:574] : INFO : Epoch 1558 | loss: 0.0311125 | val_loss: 0.0311618 | Time: 2006.27 ms [2021-09-25 11:15:26 main:574] : INFO : Epoch 1559 | loss: 0.0311109 | val_loss: 0.0311646 | Time: 1976.65 ms [2021-09-25 11:15:28 main:574] : INFO : Epoch 1560 | loss: 0.0311081 | val_loss: 0.0311715 | Time: 1985.89 ms [2021-09-25 11:15:30 main:574] : INFO : Epoch 1561 | loss: 0.0311075 | val_loss: 0.0311631 | Time: 1981.18 ms [2021-09-25 11:15:32 main:574] : INFO : Epoch 1562 | loss: 0.0311079 | val_loss: 0.0311605 | Time: 1984.17 ms [2021-09-25 11:15:34 main:574] : INFO : Epoch 1563 | loss: 0.0311058 | val_loss: 0.0311606 | Time: 2003.97 ms [2021-09-25 11:15:36 main:574] : INFO : Epoch 1564 | loss: 0.031109 | val_loss: 0.0311687 | Time: 1975.18 ms [2021-09-25 11:15:38 main:574] : INFO : Epoch 1565 | loss: 0.0311097 | val_loss: 0.0311683 | Time: 1974.71 ms [2021-09-25 11:15:40 main:574] : INFO : Epoch 1566 | loss: 0.0311099 | val_loss: 0.0311608 | Time: 1996.52 ms [2021-09-25 11:15:42 main:574] : INFO : Epoch 1567 | loss: 0.0311087 | val_loss: 0.0311651 | Time: 1973.32 ms [2021-09-25 11:15:43 main:574] : INFO : Epoch 1568 | loss: 0.0311118 | val_loss: 0.0311632 | Time: 1969.86 ms [2021-09-25 11:15:45 main:574] : INFO : Epoch 1569 | loss: 0.0311164 | val_loss: 0.0311696 | Time: 1985.77 ms [2021-09-25 11:15:47 main:574] : INFO : Epoch 1570 | loss: 0.0311186 | val_loss: 0.0311632 | Time: 1986.82 ms [2021-09-25 11:15:49 main:574] : INFO : Epoch 1571 | loss: 0.0311147 | val_loss: 0.0311629 | Time: 1978.36 ms [2021-09-25 11:15:51 main:574] : INFO : Epoch 1572 | loss: 0.0311124 | val_loss: 0.0311608 | Time: 1981.94 ms [2021-09-25 11:15:53 main:574] : INFO : Epoch 1573 | loss: 0.0311112 | val_loss: 0.031158 | Time: 1995.71 ms [2021-09-25 11:15:55 main:574] : INFO : Epoch 1574 | loss: 0.0311114 | val_loss: 0.0311596 | Time: 1979.5 ms [2021-09-25 11:15:57 main:574] : INFO : Epoch 1575 | loss: 0.0311138 | val_loss: 0.0311708 | Time: 1982.61 ms [2021-09-25 11:15:59 main:574] : INFO : Epoch 1576 | loss: 0.0311121 | val_loss: 0.0311634 | Time: 1986.33 ms [2021-09-25 11:16:01 main:574] : INFO : Epoch 1577 | loss: 0.0311111 | val_loss: 0.0311565 | Time: 1977.7 ms [2021-09-25 11:16:03 main:574] : INFO : Epoch 1578 | loss: 0.0311129 | val_loss: 0.0311562 | Time: 1976.06 ms [2021-09-25 11:16:05 main:574] : INFO : Epoch 1579 | loss: 0.0311126 | val_loss: 0.0311584 | Time: 1992.03 ms [2021-09-25 11:16:07 main:574] : INFO : Epoch 1580 | loss: 0.0311169 | val_loss: 0.031156 | Time: 1973.78 ms [2021-09-25 11:16:09 main:574] : INFO : Epoch 1581 | loss: 0.0311151 | val_loss: 0.0311638 | Time: 1981.74 ms [2021-09-25 11:16:11 main:574] : INFO : Epoch 1582 | loss: 0.0311155 | val_loss: 0.0311584 | Time: 1986.19 ms [2021-09-25 11:16:13 main:574] : INFO : Epoch 1583 | loss: 0.0311111 | val_loss: 0.0311647 | Time: 1986.02 ms [2021-09-25 11:16:15 main:574] : INFO : Epoch 1584 | loss: 0.0311105 | val_loss: 0.0311648 | Time: 1996.1 ms [2021-09-25 11:16:17 main:574] : INFO : Epoch 1585 | loss: 0.0311111 | val_loss: 0.0311644 | Time: 1989.26 ms [2021-09-25 11:16:19 main:574] : INFO : Epoch 1586 | loss: 0.0311085 | val_loss: 0.031159 | Time: 2028 ms [2021-09-25 11:16:21 main:574] : INFO : Epoch 1587 | loss: 0.0311092 | val_loss: 0.0311693 | Time: 2004.44 ms [2021-09-25 11:16:23 main:574] : INFO : Epoch 1588 | loss: 0.0311134 | val_loss: 0.0311584 | Time: 2013.5 ms [2021-09-25 11:16:26 main:574] : INFO : Epoch 1589 | loss: 0.0311136 | val_loss: 0.0311602 | Time: 2051.93 ms [2021-09-25 11:16:28 main:574] : INFO : Epoch 1590 | loss: 0.0311144 | val_loss: 0.0311632 | Time: 1996.56 ms [2021-09-25 11:16:30 main:574] : INFO : Epoch 1591 | loss: 0.0311109 | val_loss: 0.0311642 | Time: 2003.07 ms [2021-09-25 11:16:32 main:574] : INFO : Epoch 1592 | loss: 0.0311128 | val_loss: 0.0311582 | Time: 1996.8 ms [2021-09-25 11:16:34 main:574] : INFO : Epoch 1593 | loss: 0.0311144 | val_loss: 0.0311724 | Time: 2004.34 ms [2021-09-25 11:16:36 main:574] : INFO : Epoch 1594 | loss: 0.0311152 | val_loss: 0.0311614 | Time: 1988.28 ms [2021-09-25 11:16:38 main:574] : INFO : Epoch 1595 | loss: 0.0311127 | val_loss: 0.0311574 | Time: 1992.32 ms [2021-09-25 11:16:40 main:574] : INFO : Epoch 1596 | loss: 0.0311121 | val_loss: 0.0311602 | Time: 1995.14 ms [2021-09-25 11:16:42 main:574] : INFO : Epoch 1597 | loss: 0.0311143 | val_loss: 0.0311621 | Time: 2001.4 ms [2021-09-25 11:16:44 main:574] : INFO : Epoch 1598 | loss: 0.0311165 | val_loss: 0.0311627 | Time: 2015.11 ms [2021-09-25 11:16:46 main:574] : INFO : Epoch 1599 | loss: 0.0311117 | val_loss: 0.0311608 | Time: 2000.97 ms [2021-09-25 11:16:48 main:574] : INFO : Epoch 1600 | loss: 0.0311092 | val_loss: 0.0311582 | Time: 1988.33 ms [2021-09-25 11:16:50 main:574] : INFO : Epoch 1601 | loss: 0.0311081 | val_loss: 0.031166 | Time: 1989.46 ms [2021-09-25 11:16:52 main:574] : INFO : Epoch 1602 | loss: 0.0311098 | val_loss: 0.0311623 | Time: 1983.14 ms [2021-09-25 11:16:54 main:574] : INFO : Epoch 1603 | loss: 0.0311094 | val_loss: 0.0311672 | Time: 1974.66 ms [2021-09-25 11:16:56 main:574] : INFO : Epoch 1604 | loss: 0.0311102 | val_loss: 0.0311599 | Time: 2002.04 ms [2021-09-25 11:16:58 main:574] : INFO : Epoch 1605 | loss: 0.0311101 | val_loss: 0.0311641 | Time: 1998.51 ms [2021-09-25 11:17:00 main:574] : INFO : Epoch 1606 | loss: 0.0311111 | val_loss: 0.0311629 | Time: 2015.6 ms [2021-09-25 11:17:02 main:574] : INFO : Epoch 1607 | loss: 0.0311155 | val_loss: 0.0311552 | Time: 1993.95 ms [2021-09-25 11:17:04 main:574] : INFO : Epoch 1608 | loss: 0.031114 | val_loss: 0.0311668 | Time: 2009.21 ms [2021-09-25 11:17:06 main:574] : INFO : Epoch 1609 | loss: 0.0311136 | val_loss: 0.031162 | Time: 1983.56 ms [2021-09-25 11:17:08 main:574] : INFO : Epoch 1610 | loss: 0.0311138 | val_loss: 0.0311601 | Time: 1995.69 ms [2021-09-25 11:17:10 main:574] : INFO : Epoch 1611 | loss: 0.0311105 | val_loss: 0.031157 | Time: 1990.81 ms [2021-09-25 11:17:12 main:574] : INFO : Epoch 1612 | loss: 0.0311111 | val_loss: 0.0311585 | Time: 1965.29 ms [2021-09-25 11:17:14 main:574] : INFO : Epoch 1613 | loss: 0.0311078 | val_loss: 0.0311581 | Time: 2000.33 ms [2021-09-25 11:17:16 main:574] : INFO : Epoch 1614 | loss: 0.0311068 | val_loss: 0.0311649 | Time: 2002.85 ms [2021-09-25 11:17:18 main:574] : INFO : Epoch 1615 | loss: 0.0311075 | val_loss: 0.0311628 | Time: 1996.99 ms [2021-09-25 11:17:20 main:574] : INFO : Epoch 1616 | loss: 0.0311103 | val_loss: 0.0311604 | Time: 1994.7 ms [2021-09-25 11:17:22 main:574] : INFO : Epoch 1617 | loss: 0.0311076 | val_loss: 0.0311629 | Time: 1986.64 ms [2021-09-25 11:17:24 main:574] : INFO : Epoch 1618 | loss: 0.0311088 | val_loss: 0.0311637 | Time: 1990.17 ms [2021-09-25 11:17:26 main:574] : INFO : Epoch 1619 | loss: 0.0311085 | val_loss: 0.0311622 | Time: 2006.8 ms [2021-09-25 11:17:28 main:574] : INFO : Epoch 1620 | loss: 0.0311065 | val_loss: 0.031165 | Time: 1968.34 ms [2021-09-25 11:17:30 main:574] : INFO : Epoch 1621 | loss: 0.0311096 | val_loss: 0.0311622 | Time: 1979.29 ms [2021-09-25 11:17:32 main:574] : INFO : Epoch 1622 | loss: 0.0311115 | val_loss: 0.0311595 | Time: 1983.08 ms [2021-09-25 11:17:34 main:574] : INFO : Epoch 1623 | loss: 0.0311087 | val_loss: 0.0311712 | Time: 1983.91 ms [2021-09-25 11:17:36 main:574] : INFO : Epoch 1624 | loss: 0.0311089 | val_loss: 0.031167 | Time: 1987.9 ms [2021-09-25 11:17:38 main:574] : INFO : Epoch 1625 | loss: 0.0311073 | val_loss: 0.0311609 | Time: 1991.47 ms [2021-09-25 11:17:40 main:574] : INFO : Epoch 1626 | loss: 0.0311094 | val_loss: 0.0311665 | Time: 1982.82 ms [2021-09-25 11:17:42 main:574] : INFO : Epoch 1627 | loss: 0.0311065 | val_loss: 0.0311671 | Time: 1988.39 ms [2021-09-25 11:17:44 main:574] : INFO : Epoch 1628 | loss: 0.0311089 | val_loss: 0.0311638 | Time: 1989.08 ms [2021-09-25 11:17:46 main:574] : INFO : Epoch 1629 | loss: 0.0311108 | val_loss: 0.0311701 | Time: 1989.6 ms [2021-09-25 11:17:47 main:574] : INFO : Epoch 1630 | loss: 0.0311078 | val_loss: 0.0311623 | Time: 1966.61 ms [2021-09-25 11:17:49 main:574] : INFO : Epoch 1631 | loss: 0.0311047 | val_loss: 0.0311644 | Time: 1992.89 ms [2021-09-25 11:17:51 main:574] : INFO : Epoch 1632 | loss: 0.0311059 | val_loss: 0.0311644 | Time: 1984.45 ms [2021-09-25 11:17:54 main:574] : INFO : Epoch 1633 | loss: 0.0311076 | val_loss: 0.0311615 | Time: 2010.2 ms [2021-09-25 11:17:56 main:574] : INFO : Epoch 1634 | loss: 0.0311046 | val_loss: 0.0311688 | Time: 1996.57 ms [2021-09-25 11:17:57 main:574] : INFO : Epoch 1635 | loss: 0.0311046 | val_loss: 0.0311632 | Time: 1984.48 ms [2021-09-25 11:17:59 main:574] : INFO : Epoch 1636 | loss: 0.0311053 | val_loss: 0.0311646 | Time: 1962.33 ms [2021-09-25 11:18:01 main:574] : INFO : Epoch 1637 | loss: 0.0311097 | val_loss: 0.0311609 | Time: 2010.04 ms [2021-09-25 11:18:03 main:574] : INFO : Epoch 1638 | loss: 0.0311133 | val_loss: 0.031161 | Time: 2004.58 ms [2021-09-25 11:18:05 main:574] : INFO : Epoch 1639 | loss: 0.031113 | val_loss: 0.0311582 | Time: 1995.45 ms [2021-09-25 11:18:07 main:574] : INFO : Epoch 1640 | loss: 0.0311102 | val_loss: 0.0311623 | Time: 1983.97 ms [2021-09-25 11:18:09 main:574] : INFO : Epoch 1641 | loss: 0.0311112 | val_loss: 0.0311634 | Time: 1998.85 ms [2021-09-25 11:18:11 main:574] : INFO : Epoch 1642 | loss: 0.0311132 | val_loss: 0.0311661 | Time: 1976.72 ms [2021-09-25 11:18:13 main:574] : INFO : Epoch 1643 | loss: 0.0311118 | val_loss: 0.0311629 | Time: 1981.8 ms [2021-09-25 11:18:15 main:574] : INFO : Epoch 1644 | loss: 0.0311091 | val_loss: 0.0311562 | Time: 1976.95 ms [2021-09-25 11:18:17 main:574] : INFO : Epoch 1645 | loss: 0.031109 | val_loss: 0.0311589 | Time: 1984.83 ms [2021-09-25 11:18:19 main:574] : INFO : Epoch 1646 | loss: 0.0311072 | val_loss: 0.0311616 | Time: 2001.07 ms [2021-09-25 11:18:21 main:574] : INFO : Epoch 1647 | loss: 0.031106 | val_loss: 0.0311616 | Time: 1994.98 ms [2021-09-25 11:18:23 main:574] : INFO : Epoch 1648 | loss: 0.0311052 | val_loss: 0.0311656 | Time: 1983.26 ms [2021-09-25 11:18:25 main:574] : INFO : Epoch 1649 | loss: 0.031107 | val_loss: 0.0311634 | Time: 1978.47 ms [2021-09-25 11:18:27 main:574] : INFO : Epoch 1650 | loss: 0.0311098 | val_loss: 0.0311654 | Time: 2001.62 ms [2021-09-25 11:18:29 main:574] : INFO : Epoch 1651 | loss: 0.0311142 | val_loss: 0.0311631 | Time: 2007.9 ms [2021-09-25 11:18:31 main:574] : INFO : Epoch 1652 | loss: 0.0311078 | val_loss: 0.0311651 | Time: 1993.03 ms [2021-09-25 11:18:33 main:574] : INFO : Epoch 1653 | loss: 0.0311126 | val_loss: 0.0311691 | Time: 1987.64 ms [2021-09-25 11:18:35 main:574] : INFO : Epoch 1654 | loss: 0.031112 | val_loss: 0.0311663 | Time: 1983.45 ms [2021-09-25 11:18:37 main:574] : INFO : Epoch 1655 | loss: 0.0311107 | val_loss: 0.0311644 | Time: 1999.28 ms [2021-09-25 11:18:39 main:574] : INFO : Epoch 1656 | loss: 0.0311107 | val_loss: 0.0311648 | Time: 1999.78 ms [2021-09-25 11:18:41 main:574] : INFO : Epoch 1657 | loss: 0.0311086 | val_loss: 0.031165 | Time: 1979.84 ms [2021-09-25 11:18:43 main:574] : INFO : Epoch 1658 | loss: 0.0311093 | val_loss: 0.0311632 | Time: 1966.88 ms [2021-09-25 11:18:45 main:574] : INFO : Epoch 1659 | loss: 0.0311101 | val_loss: 0.0311637 | Time: 1972.01 ms [2021-09-25 11:18:47 main:574] : INFO : Epoch 1660 | loss: 0.0311125 | val_loss: 0.0311662 | Time: 1990.1 ms [2021-09-25 11:18:49 main:574] : INFO : Epoch 1661 | loss: 0.031114 | val_loss: 0.0311593 | Time: 1996.61 ms [2021-09-25 11:18:51 main:574] : INFO : Epoch 1662 | loss: 0.031148 | val_loss: 0.0311684 | Time: 2004.62 ms [2021-09-25 11:18:53 main:574] : INFO : Epoch 1663 | loss: 0.0311558 | val_loss: 0.0311689 | Time: 1986.32 ms [2021-09-25 11:18:55 main:574] : INFO : Epoch 1664 | loss: 0.0311496 | val_loss: 0.0311646 | Time: 1986.4 ms [2021-09-25 11:18:57 main:574] : INFO : Epoch 1665 | loss: 0.031146 | val_loss: 0.0311642 | Time: 1974.46 ms [2021-09-25 11:18:59 main:574] : INFO : Epoch 1666 | loss: 0.031146 | val_loss: 0.031167 | Time: 1991.74 ms [2021-09-25 11:19:01 main:574] : INFO : Epoch 1667 | loss: 0.031144 | val_loss: 0.0311633 | Time: 1979.81 ms [2021-09-25 11:19:03 main:574] : INFO : Epoch 1668 | loss: 0.0311389 | val_loss: 0.0311586 | Time: 1999.92 ms [2021-09-25 11:19:05 main:574] : INFO : Epoch 1669 | loss: 0.0311365 | val_loss: 0.0311618 | Time: 2006.15 ms [2021-09-25 11:19:07 main:574] : INFO : Epoch 1670 | loss: 0.0311355 | val_loss: 0.0311603 | Time: 2004.54 ms [2021-09-25 11:19:09 main:574] : INFO : Epoch 1671 | loss: 0.0311341 | val_loss: 0.0311643 | Time: 2000.35 ms [2021-09-25 11:19:11 main:574] : INFO : Epoch 1672 | loss: 0.0311342 | val_loss: 0.0311563 | Time: 1988.89 ms [2021-09-25 11:19:13 main:574] : INFO : Epoch 1673 | loss: 0.0311307 | val_loss: 0.0311609 | Time: 1974.87 ms [2021-09-25 11:19:15 main:574] : INFO : Epoch 1674 | loss: 0.0311293 | val_loss: 0.0311612 | Time: 1985.16 ms [2021-09-25 11:19:17 main:574] : INFO : Epoch 1675 | loss: 0.0311288 | val_loss: 0.0311567 | Time: 1995.63 ms [2021-09-25 11:19:19 main:574] : INFO : Epoch 1676 | loss: 0.0311269 | val_loss: 0.0311565 | Time: 1989.18 ms [2021-09-25 11:19:21 main:574] : INFO : Epoch 1677 | loss: 0.0311296 | val_loss: 0.031161 | Time: 1993.25 ms [2021-09-25 11:19:23 main:574] : INFO : Epoch 1678 | loss: 0.0311302 | val_loss: 0.0311588 | Time: 1979.09 ms [2021-09-25 11:19:25 main:574] : INFO : Epoch 1679 | loss: 0.0311315 | val_loss: 0.0311639 | Time: 1965.59 ms [2021-09-25 11:19:27 main:574] : INFO : Epoch 1680 | loss: 0.0311364 | val_loss: 0.0311548 | Time: 2011.77 ms [2021-09-25 11:19:29 main:574] : INFO : Epoch 1681 | loss: 0.0311326 | val_loss: 0.031158 | Time: 2049.55 ms [2021-09-25 11:19:31 main:574] : INFO : Epoch 1682 | loss: 0.0311299 | val_loss: 0.031155 | Time: 1985.42 ms [2021-09-25 11:19:33 main:574] : INFO : Epoch 1683 | loss: 0.0311271 | val_loss: 0.031156 | Time: 1998.84 ms [2021-09-25 11:19:35 main:574] : INFO : Epoch 1684 | loss: 0.0311246 | val_loss: 0.0311583 | Time: 1985.29 ms [2021-09-25 11:19:37 main:574] : INFO : Epoch 1685 | loss: 0.0311241 | val_loss: 0.0311542 | Time: 1986.88 ms [2021-09-25 11:19:39 main:574] : INFO : Epoch 1686 | loss: 0.0311257 | val_loss: 0.0311537 | Time: 1984.89 ms [2021-09-25 11:19:41 main:574] : INFO : Epoch 1687 | loss: 0.0311248 | val_loss: 0.0311556 | Time: 2002.95 ms [2021-09-25 11:19:43 main:574] : INFO : Epoch 1688 | loss: 0.0311221 | val_loss: 0.0311572 | Time: 1973.11 ms [2021-09-25 11:19:45 main:574] : INFO : Epoch 1689 | loss: 0.0311215 | val_loss: 0.0311545 | Time: 1986.22 ms [2021-09-25 11:19:47 main:574] : INFO : Epoch 1690 | loss: 0.0311251 | val_loss: 0.0311564 | Time: 1982.99 ms [2021-09-25 11:19:49 main:574] : INFO : Epoch 1691 | loss: 0.0311222 | val_loss: 0.0311514 | Time: 1982.29 ms [2021-09-25 11:19:51 main:574] : INFO : Epoch 1692 | loss: 0.0311224 | val_loss: 0.0311538 | Time: 1981.78 ms [2021-09-25 11:19:53 main:574] : INFO : Epoch 1693 | loss: 0.0311242 | val_loss: 0.0311551 | Time: 1997.94 ms [2021-09-25 11:19:55 main:574] : INFO : Epoch 1694 | loss: 0.0311235 | val_loss: 0.031157 | Time: 2011.11 ms [2021-09-25 11:19:57 main:574] : INFO : Epoch 1695 | loss: 0.0311228 | val_loss: 0.0311554 | Time: 2006.08 ms [2021-09-25 11:19:59 main:574] : INFO : Epoch 1696 | loss: 0.0311234 | val_loss: 0.0311496 | Time: 2021.26 ms [2021-09-25 11:20:01 main:574] : INFO : Epoch 1697 | loss: 0.0311223 | val_loss: 0.0311562 | Time: 1996.14 ms [2021-09-25 11:20:03 main:574] : INFO : Epoch 1698 | loss: 0.0311211 | val_loss: 0.0311587 | Time: 1994.14 ms [2021-09-25 11:20:06 main:574] : INFO : Epoch 1699 | loss: 0.0311186 | val_loss: 0.0311551 | Time: 2017.1 ms [2021-09-25 11:20:08 main:574] : INFO : Epoch 1700 | loss: 0.0311179 | val_loss: 0.0311545 | Time: 2009.5 ms [2021-09-25 11:20:10 main:574] : INFO : Epoch 1701 | loss: 0.0311164 | val_loss: 0.0311555 | Time: 2078.17 ms [2021-09-25 11:20:12 main:574] : INFO : Epoch 1702 | loss: 0.0311177 | val_loss: 0.031158 | Time: 2005.75 ms [2021-09-25 11:20:14 main:574] : INFO : Epoch 1703 | loss: 0.0311162 | val_loss: 0.0311553 | Time: 2014.13 ms [2021-09-25 11:20:16 main:574] : INFO : Epoch 1704 | loss: 0.0311173 | val_loss: 0.0311557 | Time: 1984.82 ms [2021-09-25 11:20:18 main:574] : INFO : Epoch 1705 | loss: 0.0311211 | val_loss: 0.0311579 | Time: 2030.76 ms [2021-09-25 11:20:20 main:574] : INFO : Epoch 1706 | loss: 0.031127 | val_loss: 0.031167 | Time: 2056.06 ms [2021-09-25 11:20:22 main:574] : INFO : Epoch 1707 | loss: 0.0311346 | val_loss: 0.031198 | Time: 1981.63 ms [2021-09-25 11:20:24 main:574] : INFO : Epoch 1708 | loss: 0.0311329 | val_loss: 0.0311572 | Time: 1990.99 ms [2021-09-25 11:20:26 main:574] : INFO : Epoch 1709 | loss: 0.0311188 | val_loss: 0.031157 | Time: 1990.51 ms [2021-09-25 11:20:28 main:574] : INFO : Epoch 1710 | loss: 0.0311189 | val_loss: 0.0311595 | Time: 2017.42 ms [2021-09-25 11:20:30 main:574] : INFO : Epoch 1711 | loss: 0.03112 | val_loss: 0.0311593 | Time: 1994.77 ms [2021-09-25 11:20:32 main:574] : INFO : Epoch 1712 | loss: 0.0311152 | val_loss: 0.0311585 | Time: 2009.7 ms [2021-09-25 11:20:34 main:574] : INFO : Epoch 1713 | loss: 0.0311163 | val_loss: 0.031162 | Time: 1975.34 ms [2021-09-25 11:20:36 main:574] : INFO : Epoch 1714 | loss: 0.0311182 | val_loss: 0.0311574 | Time: 1972.62 ms [2021-09-25 11:20:38 main:574] : INFO : Epoch 1715 | loss: 0.0311154 | val_loss: 0.0311571 | Time: 1987.27 ms [2021-09-25 11:20:40 main:574] : INFO : Epoch 1716 | loss: 0.031117 | val_loss: 0.0311566 | Time: 1997.24 ms [2021-09-25 11:20:42 main:574] : INFO : Epoch 1717 | loss: 0.0311141 | val_loss: 0.0311575 | Time: 2010.98 ms [2021-09-25 11:20:44 main:574] : INFO : Epoch 1718 | loss: 0.0311144 | val_loss: 0.0311594 | Time: 2015.16 ms [2021-09-25 11:20:46 main:574] : INFO : Epoch 1719 | loss: 0.0311144 | val_loss: 0.0311572 | Time: 1983.11 ms [2021-09-25 11:20:48 main:574] : INFO : Epoch 1720 | loss: 0.0311161 | val_loss: 0.0311583 | Time: 1976.23 ms [2021-09-25 11:20:50 main:574] : INFO : Epoch 1721 | loss: 0.0311167 | val_loss: 0.0311585 | Time: 1975.59 ms [2021-09-25 11:20:52 main:574] : INFO : Epoch 1722 | loss: 0.031113 | val_loss: 0.031154 | Time: 1977.76 ms [2021-09-25 11:20:54 main:574] : INFO : Epoch 1723 | loss: 0.0311133 | val_loss: 0.0311564 | Time: 1993.32 ms [2021-09-25 11:20:56 main:574] : INFO : Epoch 1724 | loss: 0.0311125 | val_loss: 0.0311548 | Time: 1978.59 ms [2021-09-25 11:20:58 main:574] : INFO : Epoch 1725 | loss: 0.0311157 | val_loss: 0.0311545 | Time: 1986.37 ms [2021-09-25 11:21:00 main:574] : INFO : Epoch 1726 | loss: 0.0311175 | val_loss: 0.0311553 | Time: 1984.74 ms [2021-09-25 11:21:02 main:574] : INFO : Epoch 1727 | loss: 0.0311177 | val_loss: 0.0311536 | Time: 1991.4 ms [2021-09-25 11:21:04 main:574] : INFO : Epoch 1728 | loss: 0.0311215 | val_loss: 0.0311586 | Time: 1973.91 ms [2021-09-25 11:21:06 main:574] : INFO : Epoch 1729 | loss: 0.0311215 | val_loss: 0.0311571 | Time: 1969.91 ms [2021-09-25 11:21:08 main:574] : INFO : Epoch 1730 | loss: 0.0311174 | val_loss: 0.0311561 | Time: 2377.5 ms [2021-09-25 11:21:11 main:574] : INFO : Epoch 1731 | loss: 0.0311154 | val_loss: 0.031158 | Time: 2810.74 ms [2021-09-25 11:21:13 main:574] : INFO : Epoch 1732 | loss: 0.0311137 | val_loss: 0.0311578 | Time: 2187.92 ms [2021-09-25 11:21:16 main:574] : INFO : Epoch 1733 | loss: 0.0311138 | val_loss: 0.0311599 | Time: 2434.38 ms [2021-09-25 11:21:18 main:574] : INFO : Epoch 1734 | loss: 0.0311136 | val_loss: 0.0311581 | Time: 2204.66 ms [2021-09-25 11:21:20 main:574] : INFO : Epoch 1735 | loss: 0.0311131 | val_loss: 0.0311586 | Time: 1996.64 ms [2021-09-25 11:21:22 main:574] : INFO : Epoch 1736 | loss: 0.0311163 | val_loss: 0.0311623 | Time: 1986.22 ms [2021-09-25 11:21:24 main:574] : INFO : Epoch 1737 | loss: 0.0311241 | val_loss: 0.0311525 | Time: 1987.05 ms [2021-09-25 11:21:26 main:574] : INFO : Epoch 1738 | loss: 0.0311232 | val_loss: 0.0311585 | Time: 2015.18 ms [2021-09-25 11:21:28 main:574] : INFO : Epoch 1739 | loss: 0.0311179 | val_loss: 0.0311619 | Time: 2246.01 ms [2021-09-25 11:21:30 main:574] : INFO : Epoch 1740 | loss: 0.0311162 | val_loss: 0.0311564 | Time: 2003.7 ms [2021-09-25 11:21:32 main:574] : INFO : Epoch 1741 | loss: 0.0311157 | val_loss: 0.0311611 | Time: 1993.11 ms [2021-09-25 11:21:34 main:574] : INFO : Epoch 1742 | loss: 0.0311139 | val_loss: 0.0311615 | Time: 1984.21 ms [2021-09-25 11:21:36 main:574] : INFO : Epoch 1743 | loss: 0.0311122 | val_loss: 0.0311572 | Time: 1988.77 ms [2021-09-25 11:21:38 main:574] : INFO : Epoch 1744 | loss: 0.0311118 | val_loss: 0.0311598 | Time: 2003.85 ms [2021-09-25 11:21:40 main:574] : INFO : Epoch 1745 | loss: 0.0311106 | val_loss: 0.0311605 | Time: 1992.46 ms [2021-09-25 11:21:42 main:574] : INFO : Epoch 1746 | loss: 0.0311103 | val_loss: 0.0311655 | Time: 1987.24 ms [2021-09-25 11:21:44 main:574] : INFO : Epoch 1747 | loss: 0.0311098 | val_loss: 0.0311589 | Time: 1992.09 ms [2021-09-25 11:21:46 main:574] : INFO : Epoch 1748 | loss: 0.0311116 | val_loss: 0.0311651 | Time: 2010.18 ms [2021-09-25 11:21:48 main:574] : INFO : Epoch 1749 | loss: 0.031112 | val_loss: 0.0311586 | Time: 1992.52 ms [2021-09-25 11:21:50 main:574] : INFO : Epoch 1750 | loss: 0.0311124 | val_loss: 0.0311667 | Time: 1983.22 ms [2021-09-25 11:21:52 main:574] : INFO : Epoch 1751 | loss: 0.0311135 | val_loss: 0.0311598 | Time: 2005.39 ms [2021-09-25 11:21:54 main:574] : INFO : Epoch 1752 | loss: 0.0311187 | val_loss: 0.0311522 | Time: 1983.93 ms [2021-09-25 11:21:56 main:574] : INFO : Epoch 1753 | loss: 0.0311238 | val_loss: 0.0311644 | Time: 2002.21 ms [2021-09-25 11:21:58 main:574] : INFO : Epoch 1754 | loss: 0.0311202 | val_loss: 0.0311608 | Time: 1982.42 ms [2021-09-25 11:22:00 main:574] : INFO : Epoch 1755 | loss: 0.0311183 | val_loss: 0.0311572 | Time: 2004.47 ms [2021-09-25 11:22:02 main:574] : INFO : Epoch 1756 | loss: 0.0311159 | val_loss: 0.0311584 | Time: 1992 ms [2021-09-25 11:22:04 main:574] : INFO : Epoch 1757 | loss: 0.0311151 | val_loss: 0.0311585 | Time: 1990.17 ms [2021-09-25 11:22:06 main:574] : INFO : Epoch 1758 | loss: 0.0311133 | val_loss: 0.0311594 | Time: 1992.05 ms [2021-09-25 11:22:08 main:574] : INFO : Epoch 1759 | loss: 0.0311146 | val_loss: 0.0311591 | Time: 1993.02 ms [2021-09-25 11:22:10 main:574] : INFO : Epoch 1760 | loss: 0.0311145 | val_loss: 0.0311569 | Time: 1981.62 ms [2021-09-25 11:22:12 main:574] : INFO : Epoch 1761 | loss: 0.0311123 | val_loss: 0.0311585 | Time: 1982.51 ms [2021-09-25 11:22:14 main:574] : INFO : Epoch 1762 | loss: 0.0311122 | val_loss: 0.0311593 | Time: 2000.65 ms [2021-09-25 11:22:16 main:574] : INFO : Epoch 1763 | loss: 0.0311107 | val_loss: 0.0311567 | Time: 1979.42 ms [2021-09-25 11:22:18 main:574] : INFO : Epoch 1764 | loss: 0.0311131 | val_loss: 0.0311654 | Time: 1975.89 ms [2021-09-25 11:22:20 main:574] : INFO : Epoch 1765 | loss: 0.0311252 | val_loss: 0.0311628 | Time: 1993.34 ms [2021-09-25 11:22:22 main:574] : INFO : Epoch 1766 | loss: 0.0311228 | val_loss: 0.0311561 | Time: 1972.36 ms [2021-09-25 11:22:24 main:574] : INFO : Epoch 1767 | loss: 0.0311167 | val_loss: 0.0311645 | Time: 2002.29 ms [2021-09-25 11:22:26 main:574] : INFO : Epoch 1768 | loss: 0.0311136 | val_loss: 0.0311634 | Time: 1991.15 ms [2021-09-25 11:22:28 main:574] : INFO : Epoch 1769 | loss: 0.031114 | val_loss: 0.0311583 | Time: 1965.4 ms [2021-09-25 11:22:30 main:574] : INFO : Epoch 1770 | loss: 0.0311123 | val_loss: 0.0311618 | Time: 2002.39 ms [2021-09-25 11:22:32 main:574] : INFO : Epoch 1771 | loss: 0.0311114 | val_loss: 0.0311647 | Time: 1980.94 ms [2021-09-25 11:22:34 main:574] : INFO : Epoch 1772 | loss: 0.0311134 | val_loss: 0.0311585 | Time: 1989.28 ms [2021-09-25 11:22:36 main:574] : INFO : Epoch 1773 | loss: 0.0311143 | val_loss: 0.0311636 | Time: 1978.16 ms [2021-09-25 11:22:38 main:574] : INFO : Epoch 1774 | loss: 0.0311138 | val_loss: 0.0311621 | Time: 1972.57 ms [2021-09-25 11:22:40 main:574] : INFO : Epoch 1775 | loss: 0.0311094 | val_loss: 0.0311658 | Time: 2014.73 ms [2021-09-25 11:22:42 main:574] : INFO : Epoch 1776 | loss: 0.0311092 | val_loss: 0.0311607 | Time: 1958.34 ms [2021-09-25 11:22:44 main:574] : INFO : Epoch 1777 | loss: 0.0311089 | val_loss: 0.0311599 | Time: 1977.76 ms [2021-09-25 11:22:46 main:574] : INFO : Epoch 1778 | loss: 0.0311083 | val_loss: 0.0311628 | Time: 1981.79 ms [2021-09-25 11:22:48 main:574] : INFO : Epoch 1779 | loss: 0.031109 | val_loss: 0.0311649 | Time: 1974.78 ms [2021-09-25 11:22:50 main:574] : INFO : Epoch 1780 | loss: 0.0311121 | val_loss: 0.0311584 | Time: 1975.44 ms [2021-09-25 11:22:52 main:574] : INFO : Epoch 1781 | loss: 0.0311127 | val_loss: 0.0311595 | Time: 1994.33 ms [2021-09-25 11:22:54 main:574] : INFO : Epoch 1782 | loss: 0.0311111 | val_loss: 0.0311852 | Time: 1991.95 ms [2021-09-25 11:22:56 main:574] : INFO : Epoch 1783 | loss: 0.031117 | val_loss: 0.0311704 | Time: 1996.93 ms [2021-09-25 11:22:58 main:574] : INFO : Epoch 1784 | loss: 0.0311837 | val_loss: 0.0311968 | Time: 1982.8 ms [2021-09-25 11:23:00 main:574] : INFO : Epoch 1785 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 1988.75 ms [2021-09-25 11:23:02 main:574] : INFO : Epoch 1786 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 1978.35 ms [2021-09-25 11:23:04 main:574] : INFO : Epoch 1787 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 1988.82 ms [2021-09-25 11:23:06 main:574] : INFO : Epoch 1788 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 1999.02 ms [2021-09-25 11:23:08 main:574] : INFO : Epoch 1789 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 1973.06 ms [2021-09-25 11:23:10 main:574] : INFO : Epoch 1790 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 1964.49 ms [2021-09-25 11:23:12 main:574] : INFO : Epoch 1791 | loss: 0.0311624 | val_loss: 0.0311692 | Time: 1969.21 ms [2021-09-25 11:23:14 main:574] : INFO : Epoch 1792 | loss: 0.0311603 | val_loss: 0.0311678 | Time: 2000.34 ms [2021-09-25 11:23:16 main:574] : INFO : Epoch 1793 | loss: 0.0311593 | val_loss: 0.0311663 | Time: 1989.18 ms [2021-09-25 11:23:18 main:574] : INFO : Epoch 1794 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 2007.09 ms [2021-09-25 11:23:20 main:574] : INFO : Epoch 1795 | loss: 0.0311585 | val_loss: 0.0311672 | Time: 2018.74 ms [2021-09-25 11:23:22 main:574] : INFO : Epoch 1796 | loss: 0.0311585 | val_loss: 0.0311621 | Time: 2035.41 ms [2021-09-25 11:23:24 main:574] : INFO : Epoch 1797 | loss: 0.0311553 | val_loss: 0.0311631 | Time: 1967.91 ms [2021-09-25 11:23:26 main:574] : INFO : Epoch 1798 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 1986.33 ms [2021-09-25 11:23:28 main:574] : INFO : Epoch 1799 | loss: 0.0311525 | val_loss: 0.031164 | Time: 1990.1 ms [2021-09-25 11:23:30 main:574] : INFO : Epoch 1800 | loss: 0.0311524 | val_loss: 0.0311632 | Time: 1989.26 ms [2021-09-25 11:23:32 main:574] : INFO : Epoch 1801 | loss: 0.0311506 | val_loss: 0.0311637 | Time: 1987.82 ms [2021-09-25 11:23:34 main:574] : INFO : Epoch 1802 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 1975.18 ms [2021-09-25 11:23:36 main:574] : INFO : Epoch 1803 | loss: 0.0311494 | val_loss: 0.0311644 | Time: 1973.35 ms [2021-09-25 11:23:38 main:574] : INFO : Epoch 1804 | loss: 0.031149 | val_loss: 0.031162 | Time: 1994.38 ms [2021-09-25 11:23:40 main:574] : INFO : Epoch 1805 | loss: 0.0311483 | val_loss: 0.0311612 | Time: 1977.36 ms [2021-09-25 11:23:42 main:574] : INFO : Epoch 1806 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 1973.63 ms [2021-09-25 11:23:44 main:574] : INFO : Epoch 1807 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 1992.1 ms [2021-09-25 11:23:46 main:574] : INFO : Epoch 1808 | loss: 0.0311469 | val_loss: 0.031161 | Time: 2000.67 ms [2021-09-25 11:23:48 main:574] : INFO : Epoch 1809 | loss: 0.0311457 | val_loss: 0.0311617 | Time: 1985.24 ms [2021-09-25 11:23:50 main:574] : INFO : Epoch 1810 | loss: 0.0311458 | val_loss: 0.0311636 | Time: 1992.75 ms [2021-09-25 11:23:52 main:574] : INFO : Epoch 1811 | loss: 0.0311449 | val_loss: 0.0311611 | Time: 1994.41 ms [2021-09-25 11:23:54 main:574] : INFO : Epoch 1812 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 1984.25 ms [2021-09-25 11:23:56 main:574] : INFO : Epoch 1813 | loss: 0.0311442 | val_loss: 0.0311602 | Time: 2007.98 ms [2021-09-25 11:23:58 main:574] : INFO : Epoch 1814 | loss: 0.031144 | val_loss: 0.0311587 | Time: 1990.94 ms [2021-09-25 11:24:00 main:574] : INFO : Epoch 1815 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 1995.7 ms [2021-09-25 11:24:02 main:574] : INFO : Epoch 1816 | loss: 0.031144 | val_loss: 0.0311632 | Time: 1983.12 ms [2021-09-25 11:24:04 main:574] : INFO : Epoch 1817 | loss: 0.0311453 | val_loss: 0.0311613 | Time: 2001.46 ms [2021-09-25 11:24:06 main:574] : INFO : Epoch 1818 | loss: 0.0311451 | val_loss: 0.0311597 | Time: 1973.72 ms [2021-09-25 11:24:08 main:574] : INFO : Epoch 1819 | loss: 0.0311445 | val_loss: 0.0311587 | Time: 1989.18 ms [2021-09-25 11:24:10 main:574] : INFO : Epoch 1820 | loss: 0.0311434 | val_loss: 0.031159 | Time: 1982.49 ms [2021-09-25 11:24:12 main:574] : INFO : Epoch 1821 | loss: 0.0311415 | val_loss: 0.0311584 | Time: 1997.77 ms [2021-09-25 11:24:14 main:574] : INFO : Epoch 1822 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 1985.51 ms [2021-09-25 11:24:16 main:574] : INFO : Epoch 1823 | loss: 0.0311406 | val_loss: 0.0311593 | Time: 1976.16 ms [2021-09-25 11:24:18 main:574] : INFO : Epoch 1824 | loss: 0.03114 | val_loss: 0.0311592 | Time: 1998.99 ms [2021-09-25 11:24:20 main:574] : INFO : Epoch 1825 | loss: 0.0311406 | val_loss: 0.0311592 | Time: 1980.29 ms [2021-09-25 11:24:22 main:574] : INFO : Epoch 1826 | loss: 0.0311404 | val_loss: 0.0311605 | Time: 1980.34 ms [2021-09-25 11:24:24 main:574] : INFO : Epoch 1827 | loss: 0.0311401 | val_loss: 0.0311589 | Time: 1987.36 ms [2021-09-25 11:24:26 main:574] : INFO : Epoch 1828 | loss: 0.0311399 | val_loss: 0.0311589 | Time: 1995.91 ms [2021-09-25 11:24:28 main:574] : INFO : Epoch 1829 | loss: 0.0311405 | val_loss: 0.0311605 | Time: 2002.71 ms [2021-09-25 11:24:30 main:574] : INFO : Epoch 1830 | loss: 0.0311404 | val_loss: 0.0311592 | Time: 1996.11 ms [2021-09-25 11:24:32 main:574] : INFO : Epoch 1831 | loss: 0.0311399 | val_loss: 0.0311592 | Time: 1994.28 ms [2021-09-25 11:24:34 main:574] : INFO : Epoch 1832 | loss: 0.0311382 | val_loss: 0.0311633 | Time: 1981.07 ms [2021-09-25 11:24:36 main:574] : INFO : Epoch 1833 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 1990.27 ms [2021-09-25 11:24:38 main:574] : INFO : Epoch 1834 | loss: 0.0311381 | val_loss: 0.0311598 | Time: 1997.74 ms [2021-09-25 11:24:40 main:574] : INFO : Epoch 1835 | loss: 0.0311372 | val_loss: 0.0311602 | Time: 1996.52 ms [2021-09-25 11:24:42 main:574] : INFO : Epoch 1836 | loss: 0.0311361 | val_loss: 0.0311588 | Time: 1996.03 ms [2021-09-25 11:24:44 main:574] : INFO : Epoch 1837 | loss: 0.0311388 | val_loss: 0.0311614 | Time: 1984.84 ms [2021-09-25 11:24:46 main:574] : INFO : Epoch 1838 | loss: 0.0311367 | val_loss: 0.0311593 | Time: 1975.11 ms [2021-09-25 11:24:48 main:574] : INFO : Epoch 1839 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 1991.74 ms [2021-09-25 11:24:50 main:574] : INFO : Epoch 1840 | loss: 0.0311348 | val_loss: 0.0311605 | Time: 1991.77 ms [2021-09-25 11:24:52 main:574] : INFO : Epoch 1841 | loss: 0.0311353 | val_loss: 0.0311589 | Time: 1989.42 ms [2021-09-25 11:24:54 main:574] : INFO : Epoch 1842 | loss: 0.0311369 | val_loss: 0.0311681 | Time: 1991.64 ms [2021-09-25 11:24:56 main:574] : INFO : Epoch 1843 | loss: 0.0311381 | val_loss: 0.0311577 | Time: 2004.83 ms [2021-09-25 11:24:58 main:574] : INFO : Epoch 1844 | loss: 0.0311372 | val_loss: 0.0311593 | Time: 1992.61 ms [2021-09-25 11:25:00 main:574] : INFO : Epoch 1845 | loss: 0.0311352 | val_loss: 0.0311611 | Time: 1990.31 ms [2021-09-25 11:25:02 main:574] : INFO : Epoch 1846 | loss: 0.0311353 | val_loss: 0.0311612 | Time: 2000.05 ms [2021-09-25 11:25:04 main:574] : INFO : Epoch 1847 | loss: 0.0311339 | val_loss: 0.0311621 | Time: 1980.18 ms [2021-09-25 11:25:06 main:574] : INFO : Epoch 1848 | loss: 0.0311367 | val_loss: 0.0311627 | Time: 1982.42 ms [2021-09-25 11:25:08 main:574] : INFO : Epoch 1849 | loss: 0.0311358 | val_loss: 0.0311654 | Time: 2001.52 ms [2021-09-25 11:25:10 main:574] : INFO : Epoch 1850 | loss: 0.0311343 | val_loss: 0.0311627 | Time: 2036.22 ms [2021-09-25 11:25:12 main:574] : INFO : Epoch 1851 | loss: 0.0311331 | val_loss: 0.0311642 | Time: 1996.69 ms [2021-09-25 11:25:14 main:574] : INFO : Epoch 1852 | loss: 0.0311344 | val_loss: 0.0311614 | Time: 2006.84 ms [2021-09-25 11:25:16 main:574] : INFO : Epoch 1853 | loss: 0.0311375 | val_loss: 0.0311609 | Time: 2039.3 ms [2021-09-25 11:25:18 main:574] : INFO : Epoch 1854 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 2071.63 ms [2021-09-25 11:25:20 main:574] : INFO : Epoch 1855 | loss: 0.0311413 | val_loss: 0.0311611 | Time: 2129.65 ms [2021-09-25 11:25:22 main:574] : INFO : Epoch 1856 | loss: 0.0311435 | val_loss: 0.0311661 | Time: 2090.39 ms [2021-09-25 11:25:24 main:574] : INFO : Epoch 1857 | loss: 0.0311413 | val_loss: 0.031158 | Time: 2029.02 ms [2021-09-25 11:25:26 main:574] : INFO : Epoch 1858 | loss: 0.0311388 | val_loss: 0.0311588 | Time: 2055.09 ms [2021-09-25 11:25:28 main:574] : INFO : Epoch 1859 | loss: 0.0311386 | val_loss: 0.0311648 | Time: 2052.62 ms [2021-09-25 11:25:30 main:574] : INFO : Epoch 1860 | loss: 0.0311354 | val_loss: 0.0311583 | Time: 2128.92 ms [2021-09-25 11:25:32 main:574] : INFO : Epoch 1861 | loss: 0.0311339 | val_loss: 0.0311608 | Time: 1993.93 ms [2021-09-25 11:25:34 main:574] : INFO : Epoch 1862 | loss: 0.0311336 | val_loss: 0.0311575 | Time: 1997.63 ms [2021-09-25 11:25:36 main:574] : INFO : Epoch 1863 | loss: 0.0311339 | val_loss: 0.0311575 | Time: 1976.82 ms [2021-09-25 11:25:38 main:574] : INFO : Epoch 1864 | loss: 0.0311331 | val_loss: 0.0311594 | Time: 1988.08 ms [2021-09-25 11:25:40 main:574] : INFO : Epoch 1865 | loss: 0.0311353 | val_loss: 0.0311576 | Time: 1994.33 ms [2021-09-25 11:25:42 main:574] : INFO : Epoch 1866 | loss: 0.0311348 | val_loss: 0.0311597 | Time: 1986.02 ms [2021-09-25 11:25:44 main:574] : INFO : Epoch 1867 | loss: 0.0311333 | val_loss: 0.0311603 | Time: 1988.4 ms [2021-09-25 11:25:46 main:574] : INFO : Epoch 1868 | loss: 0.0311326 | val_loss: 0.0311589 | Time: 1976.87 ms [2021-09-25 11:25:48 main:574] : INFO : Epoch 1869 | loss: 0.031132 | val_loss: 0.0311595 | Time: 2000.09 ms [2021-09-25 11:25:50 main:574] : INFO : Epoch 1870 | loss: 0.0311326 | val_loss: 0.0311583 | Time: 2019.53 ms [2021-09-25 11:25:52 main:574] : INFO : Epoch 1871 | loss: 0.0311329 | val_loss: 0.0311628 | Time: 1972.98 ms [2021-09-25 11:25:54 main:574] : INFO : Epoch 1872 | loss: 0.0311324 | val_loss: 0.0311611 | Time: 1999.01 ms [2021-09-25 11:25:56 main:574] : INFO : Epoch 1873 | loss: 0.0311328 | val_loss: 0.0311582 | Time: 1989.62 ms [2021-09-25 11:25:58 main:574] : INFO : Epoch 1874 | loss: 0.0311328 | val_loss: 0.0311592 | Time: 1997.12 ms [2021-09-25 11:26:00 main:574] : INFO : Epoch 1875 | loss: 0.0311329 | val_loss: 0.0311615 | Time: 1996.8 ms [2021-09-25 11:26:02 main:574] : INFO : Epoch 1876 | loss: 0.0311346 | val_loss: 0.031162 | Time: 1990.07 ms [2021-09-25 11:26:04 main:574] : INFO : Epoch 1877 | loss: 0.0311354 | val_loss: 0.0311634 | Time: 1990.95 ms [2021-09-25 11:26:06 main:574] : INFO : Epoch 1878 | loss: 0.0311318 | val_loss: 0.0311622 | Time: 1968.63 ms [2021-09-25 11:26:08 main:574] : INFO : Epoch 1879 | loss: 0.0311323 | val_loss: 0.031162 | Time: 1976.05 ms [2021-09-25 11:26:10 main:574] : INFO : Epoch 1880 | loss: 0.0311312 | val_loss: 0.031168 | Time: 2021.06 ms [2021-09-25 11:26:12 main:574] : INFO : Epoch 1881 | loss: 0.0311321 | val_loss: 0.0311638 | Time: 2013 ms [2021-09-25 11:26:14 main:574] : INFO : Epoch 1882 | loss: 0.0311329 | val_loss: 0.0311619 | Time: 2001.52 ms [2021-09-25 11:26:16 main:574] : INFO : Epoch 1883 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 1974.14 ms [2021-09-25 11:26:18 main:574] : INFO : Epoch 1884 | loss: 0.0311307 | val_loss: 0.0311653 | Time: 1987.69 ms [2021-09-25 11:26:20 main:574] : INFO : Epoch 1885 | loss: 0.0311345 | val_loss: 0.0311627 | Time: 2018.73 ms [2021-09-25 11:26:22 main:574] : INFO : Epoch 1886 | loss: 0.0311399 | val_loss: 0.0311598 | Time: 2011.85 ms [2021-09-25 11:26:24 main:574] : INFO : Epoch 1887 | loss: 0.031138 | val_loss: 0.0311583 | Time: 1997.06 ms [2021-09-25 11:26:26 main:574] : INFO : Epoch 1888 | loss: 0.0311361 | val_loss: 0.0311592 | Time: 2021.03 ms [2021-09-25 11:26:28 main:574] : INFO : Epoch 1889 | loss: 0.0311333 | val_loss: 0.0311578 | Time: 1989.69 ms [2021-09-25 11:26:30 main:574] : INFO : Epoch 1890 | loss: 0.0311318 | val_loss: 0.0311624 | Time: 2017.38 ms [2021-09-25 11:26:32 main:574] : INFO : Epoch 1891 | loss: 0.0311319 | val_loss: 0.0311618 | Time: 2024.35 ms [2021-09-25 11:26:35 main:574] : INFO : Epoch 1892 | loss: 0.0311302 | val_loss: 0.0311618 | Time: 2030.54 ms [2021-09-25 11:26:37 main:574] : INFO : Epoch 1893 | loss: 0.0311317 | val_loss: 0.0311601 | Time: 2003.02 ms [2021-09-25 11:26:39 main:574] : INFO : Epoch 1894 | loss: 0.0311319 | val_loss: 0.0311585 | Time: 2007.96 ms [2021-09-25 11:26:41 main:574] : INFO : Epoch 1895 | loss: 0.0311294 | val_loss: 0.0311613 | Time: 1993.44 ms [2021-09-25 11:26:43 main:574] : INFO : Epoch 1896 | loss: 0.0311302 | val_loss: 0.0311679 | Time: 2041.5 ms [2021-09-25 11:26:45 main:574] : INFO : Epoch 1897 | loss: 0.0311299 | val_loss: 0.0311605 | Time: 1987.64 ms [2021-09-25 11:26:47 main:574] : INFO : Epoch 1898 | loss: 0.0311287 | val_loss: 0.0311635 | Time: 1986.87 ms [2021-09-25 11:26:49 main:574] : INFO : Epoch 1899 | loss: 0.0311287 | val_loss: 0.0311623 | Time: 1980.34 ms [2021-09-25 11:26:51 main:574] : INFO : Epoch 1900 | loss: 0.0311301 | val_loss: 0.0311635 | Time: 1993.16 ms [2021-09-25 11:26:53 main:574] : INFO : Epoch 1901 | loss: 0.0311323 | val_loss: 0.0311652 | Time: 1987.58 ms [2021-09-25 11:26:55 main:574] : INFO : Epoch 1902 | loss: 0.0311366 | val_loss: 0.0311632 | Time: 2005.19 ms [2021-09-25 11:26:57 main:574] : INFO : Epoch 1903 | loss: 0.0311333 | val_loss: 0.0311602 | Time: 2027.44 ms [2021-09-25 11:26:59 main:574] : INFO : Epoch 1904 | loss: 0.0311308 | val_loss: 0.0311583 | Time: 1981.99 ms [2021-09-25 11:27:01 main:574] : INFO : Epoch 1905 | loss: 0.0311306 | val_loss: 0.0311633 | Time: 1974.65 ms [2021-09-25 11:27:03 main:574] : INFO : Epoch 1906 | loss: 0.0311306 | val_loss: 0.0311638 | Time: 1996.49 ms [2021-09-25 11:27:05 main:574] : INFO : Epoch 1907 | loss: 0.0311288 | val_loss: 0.0311587 | Time: 1977.82 ms [2021-09-25 11:27:07 main:574] : INFO : Epoch 1908 | loss: 0.0311296 | val_loss: 0.0311628 | Time: 1981.8 ms [2021-09-25 11:27:09 main:574] : INFO : Epoch 1909 | loss: 0.0311307 | val_loss: 0.0311628 | Time: 2000.49 ms [2021-09-25 11:27:11 main:574] : INFO : Epoch 1910 | loss: 0.031129 | val_loss: 0.031162 | Time: 1979.98 ms [2021-09-25 11:27:13 main:574] : INFO : Epoch 1911 | loss: 0.0311287 | val_loss: 0.0311594 | Time: 1986.02 ms [2021-09-25 11:27:15 main:574] : INFO : Epoch 1912 | loss: 0.0311272 | val_loss: 0.0311593 | Time: 1982.15 ms [2021-09-25 11:27:17 main:574] : INFO : Epoch 1913 | loss: 0.0311269 | val_loss: 0.0311572 | Time: 1983.81 ms [2021-09-25 11:27:19 main:574] : INFO : Epoch 1914 | loss: 0.0311255 | val_loss: 0.0311628 | Time: 1981.85 ms [2021-09-25 11:27:21 main:574] : INFO : Epoch 1915 | loss: 0.031126 | val_loss: 0.0311621 | Time: 1996.03 ms [2021-09-25 11:27:23 main:574] : INFO : Epoch 1916 | loss: 0.031126 | val_loss: 0.031162 | Time: 2002.83 ms [2021-09-25 11:27:25 main:574] : INFO : Epoch 1917 | loss: 0.0311264 | val_loss: 0.0311622 | Time: 1994.09 ms [2021-09-25 11:27:27 main:574] : INFO : Epoch 1918 | loss: 0.03113 | val_loss: 0.0311605 | Time: 1986.2 ms [2021-09-25 11:27:29 main:574] : INFO : Epoch 1919 | loss: 0.0311319 | val_loss: 0.0311604 | Time: 1996.61 ms [2021-09-25 11:27:31 main:574] : INFO : Epoch 1920 | loss: 0.0311287 | val_loss: 0.0311611 | Time: 2000.99 ms [2021-09-25 11:27:33 main:574] : INFO : Epoch 1921 | loss: 0.0311279 | val_loss: 0.0311605 | Time: 1977.19 ms [2021-09-25 11:27:35 main:574] : INFO : Epoch 1922 | loss: 0.0311288 | val_loss: 0.0311615 | Time: 1978.73 ms [2021-09-25 11:27:37 main:574] : INFO : Epoch 1923 | loss: 0.0311287 | val_loss: 0.0311642 | Time: 1984.93 ms [2021-09-25 11:27:39 main:574] : INFO : Epoch 1924 | loss: 0.0311274 | val_loss: 0.0311623 | Time: 1990.67 ms [2021-09-25 11:27:41 main:574] : INFO : Epoch 1925 | loss: 0.0311264 | val_loss: 0.0311672 | Time: 2000.06 ms [2021-09-25 11:27:42 main:574] : INFO : Epoch 1926 | loss: 0.0311309 | val_loss: 0.0311646 | Time: 1967.32 ms [2021-09-25 11:27:44 main:574] : INFO : Epoch 1927 | loss: 0.0311269 | val_loss: 0.0311616 | Time: 2004.69 ms [2021-09-25 11:27:46 main:574] : INFO : Epoch 1928 | loss: 0.031127 | val_loss: 0.0311613 | Time: 1988.14 ms [2021-09-25 11:27:49 main:574] : INFO : Epoch 1929 | loss: 0.0311258 | val_loss: 0.0311621 | Time: 1997.68 ms [2021-09-25 11:27:51 main:574] : INFO : Epoch 1930 | loss: 0.031124 | val_loss: 0.0311603 | Time: 2007.62 ms [2021-09-25 11:27:53 main:574] : INFO : Epoch 1931 | loss: 0.0311271 | val_loss: 0.0311669 | Time: 1991.98 ms [2021-09-25 11:27:55 main:574] : INFO : Epoch 1932 | loss: 0.0311279 | val_loss: 0.0311618 | Time: 1992.05 ms [2021-09-25 11:27:57 main:574] : INFO : Epoch 1933 | loss: 0.0311292 | val_loss: 0.0311669 | Time: 1989 ms [2021-09-25 11:27:59 main:574] : INFO : Epoch 1934 | loss: 0.0311293 | val_loss: 0.0311666 | Time: 1995.42 ms [2021-09-25 11:28:01 main:574] : INFO : Epoch 1935 | loss: 0.0311285 | val_loss: 0.0311635 | Time: 2009.48 ms [2021-09-25 11:28:03 main:574] : INFO : Epoch 1936 | loss: 0.0311269 | val_loss: 0.0311616 | Time: 1968.44 ms [2021-09-25 11:28:05 main:574] : INFO : Epoch 1937 | loss: 0.0311276 | val_loss: 0.0311672 | Time: 2008.06 ms [2021-09-25 11:28:07 main:574] : INFO : Epoch 1938 | loss: 0.0311299 | val_loss: 0.031199 | Time: 2005.99 ms [2021-09-25 11:28:09 main:574] : INFO : Epoch 1939 | loss: 0.0325071 | val_loss: 0.0423982 | Time: 1993.72 ms [2021-09-25 11:28:11 main:574] : INFO : Epoch 1940 | loss: 0.039501 | val_loss: 0.031667 | Time: 1994.27 ms [2021-09-25 11:28:13 main:574] : INFO : Epoch 1941 | loss: 0.0318834 | val_loss: 0.0314275 | Time: 1999.64 ms [2021-09-25 11:28:15 main:574] : INFO : Epoch 1942 | loss: 0.0313503 | val_loss: 0.0312744 | Time: 1982.15 ms [2021-09-25 11:28:17 main:574] : INFO : Epoch 1943 | loss: 0.0312577 | val_loss: 0.0312394 | Time: 1981.23 ms [2021-09-25 11:28:19 main:574] : INFO : Epoch 1944 | loss: 0.0312354 | val_loss: 0.0312261 | Time: 1984.21 ms [2021-09-25 11:28:21 main:574] : INFO : Epoch 1945 | loss: 0.031226 | val_loss: 0.0312181 | Time: 1994.78 ms [2021-09-25 11:28:23 main:574] : INFO : Epoch 1946 | loss: 0.0312161 | val_loss: 0.0312099 | Time: 1994.53 ms [2021-09-25 11:28:25 main:574] : INFO : Epoch 1947 | loss: 0.0312051 | val_loss: 0.0311974 | Time: 2012.7 ms [2021-09-25 11:28:27 main:574] : INFO : Epoch 1948 | loss: 0.0311954 | val_loss: 0.0311921 | Time: 1987.37 ms [2021-09-25 11:28:29 main:574] : INFO : Epoch 1949 | loss: 0.0311868 | val_loss: 0.0311833 | Time: 1983.26 ms [2021-09-25 11:28:31 main:574] : INFO : Epoch 1950 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2042.18 ms [2021-09-25 11:28:33 main:574] : INFO : Epoch 1951 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 1983.95 ms [2021-09-25 11:28:35 main:574] : INFO : Epoch 1952 | loss: 0.031172 | val_loss: 0.0311731 | Time: 1988.05 ms [2021-09-25 11:28:37 main:574] : INFO : Epoch 1953 | loss: 0.031168 | val_loss: 0.0311717 | Time: 2007.28 ms [2021-09-25 11:28:39 main:574] : INFO : Epoch 1954 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 1977.23 ms [2021-09-25 11:28:41 main:574] : INFO : Epoch 1955 | loss: 0.0311632 | val_loss: 0.0311688 | Time: 1983.33 ms [2021-09-25 11:28:43 main:574] : INFO : Epoch 1956 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 1993.84 ms [2021-09-25 11:28:45 main:574] : INFO : Epoch 1957 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 2008.09 ms [2021-09-25 11:28:47 main:574] : INFO : Epoch 1958 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 1975.77 ms [2021-09-25 11:28:49 main:574] : INFO : Epoch 1959 | loss: 0.0311577 | val_loss: 0.031167 | Time: 1989.79 ms [2021-09-25 11:28:51 main:574] : INFO : Epoch 1960 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 2005.58 ms [2021-09-25 11:28:53 main:574] : INFO : Epoch 1961 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 1984.79 ms [2021-09-25 11:28:55 main:574] : INFO : Epoch 1962 | loss: 0.0311569 | val_loss: 0.0311651 | Time: 2016.49 ms [2021-09-25 11:28:57 main:574] : INFO : Epoch 1963 | loss: 0.031159 | val_loss: 0.0311679 | Time: 1985.75 ms [2021-09-25 11:28:59 main:574] : INFO : Epoch 1964 | loss: 0.0311546 | val_loss: 0.031165 | Time: 1978.52 ms [2021-09-25 11:29:01 main:574] : INFO : Epoch 1965 | loss: 0.0311535 | val_loss: 0.0311657 | Time: 1959.31 ms [2021-09-25 11:29:03 main:574] : INFO : Epoch 1966 | loss: 0.0311527 | val_loss: 0.031165 | Time: 1995.5 ms [2021-09-25 11:29:05 main:574] : INFO : Epoch 1967 | loss: 0.0311524 | val_loss: 0.031166 | Time: 2004.55 ms [2021-09-25 11:29:07 main:574] : INFO : Epoch 1968 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 2013.95 ms [2021-09-25 11:29:09 main:574] : INFO : Epoch 1969 | loss: 0.0311504 | val_loss: 0.0311644 | Time: 1986.14 ms [2021-09-25 11:29:11 main:574] : INFO : Epoch 1970 | loss: 0.0311497 | val_loss: 0.0311643 | Time: 1962.4 ms [2021-09-25 11:29:12 main:574] : INFO : Epoch 1971 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 1969.29 ms [2021-09-25 11:29:14 main:574] : INFO : Epoch 1972 | loss: 0.0311489 | val_loss: 0.0311639 | Time: 1983.53 ms [2021-09-25 11:29:16 main:574] : INFO : Epoch 1973 | loss: 0.0311491 | val_loss: 0.0311626 | Time: 1989.79 ms [2021-09-25 11:29:18 main:574] : INFO : Epoch 1974 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 1989.66 ms [2021-09-25 11:29:20 main:574] : INFO : Epoch 1975 | loss: 0.0311484 | val_loss: 0.0311629 | Time: 1990.68 ms [2021-09-25 11:29:22 main:574] : INFO : Epoch 1976 | loss: 0.0311462 | val_loss: 0.0311638 | Time: 1990.38 ms [2021-09-25 11:29:24 main:574] : INFO : Epoch 1977 | loss: 0.0311459 | val_loss: 0.0311652 | Time: 1986.8 ms [2021-09-25 11:29:26 main:574] : INFO : Epoch 1978 | loss: 0.0311453 | val_loss: 0.031164 | Time: 1978.07 ms [2021-09-25 11:29:28 main:574] : INFO : Epoch 1979 | loss: 0.0311449 | val_loss: 0.0311629 | Time: 1985.57 ms [2021-09-25 11:29:30 main:574] : INFO : Epoch 1980 | loss: 0.0311445 | val_loss: 0.0311615 | Time: 1990.07 ms [2021-09-25 11:29:32 main:574] : INFO : Epoch 1981 | loss: 0.0311446 | val_loss: 0.0311605 | Time: 1983.6 ms [2021-09-25 11:29:34 main:574] : INFO : Epoch 1982 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 2007.23 ms [2021-09-25 11:29:37 main:574] : INFO : Epoch 1983 | loss: 0.0311459 | val_loss: 0.0311668 | Time: 2026.42 ms [2021-09-25 11:29:39 main:574] : INFO : Epoch 1984 | loss: 0.0311448 | val_loss: 0.0311647 | Time: 1988.43 ms [2021-09-25 11:29:41 main:574] : INFO : Epoch 1985 | loss: 0.0311427 | val_loss: 0.0311615 | Time: 1981.25 ms [2021-09-25 11:29:42 main:574] : INFO : Epoch 1986 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 1969.49 ms [2021-09-25 11:29:44 main:574] : INFO : Epoch 1987 | loss: 0.0311439 | val_loss: 0.0311615 | Time: 1981.36 ms [2021-09-25 11:29:46 main:574] : INFO : Epoch 1988 | loss: 0.0311426 | val_loss: 0.0311612 | Time: 2010.02 ms [2021-09-25 11:29:48 main:574] : INFO : Epoch 1989 | loss: 0.0311412 | val_loss: 0.03116 | Time: 1999.27 ms [2021-09-25 11:29:50 main:574] : INFO : Epoch 1990 | loss: 0.0311403 | val_loss: 0.0311589 | Time: 1980.62 ms [2021-09-25 11:29:52 main:574] : INFO : Epoch 1991 | loss: 0.0311397 | val_loss: 0.0311612 | Time: 1966.07 ms [2021-09-25 11:29:54 main:574] : INFO : Epoch 1992 | loss: 0.0311389 | val_loss: 0.0311611 | Time: 1988.54 ms [2021-09-25 11:29:56 main:574] : INFO : Epoch 1993 | loss: 0.0311421 | val_loss: 0.0311637 | Time: 1999.53 ms [2021-09-25 11:29:58 main:574] : INFO : Epoch 1994 | loss: 0.0311419 | val_loss: 0.0311616 | Time: 1975.11 ms [2021-09-25 11:30:00 main:574] : INFO : Epoch 1995 | loss: 0.0311405 | val_loss: 0.0311621 | Time: 2003.59 ms [2021-09-25 11:30:02 main:574] : INFO : Epoch 1996 | loss: 0.0311412 | val_loss: 0.0311608 | Time: 1968.68 ms [2021-09-25 11:30:04 main:574] : INFO : Epoch 1997 | loss: 0.0311402 | val_loss: 0.0311575 | Time: 1985.04 ms [2021-09-25 11:30:06 main:574] : INFO : Epoch 1998 | loss: 0.031139 | val_loss: 0.0311581 | Time: 1998.65 ms [2021-09-25 11:30:08 main:574] : INFO : Epoch 1999 | loss: 0.0311383 | val_loss: 0.0311587 | Time: 1989.63 ms [2021-09-25 11:30:10 main:574] : INFO : Epoch 2000 | loss: 0.0311377 | val_loss: 0.031159 | Time: 1993.22 ms [2021-09-25 11:30:12 main:574] : INFO : Epoch 2001 | loss: 0.0311365 | val_loss: 0.0311578 | Time: 1983.15 ms [2021-09-25 11:30:14 main:574] : INFO : Epoch 2002 | loss: 0.0311374 | val_loss: 0.031158 | Time: 1978.3 ms [2021-09-25 11:30:16 main:574] : INFO : Epoch 2003 | loss: 0.0311407 | val_loss: 0.0311615 | Time: 1986.38 ms [2021-09-25 11:30:18 main:574] : INFO : Epoch 2004 | loss: 0.0311383 | val_loss: 0.0311602 | Time: 1993.11 ms [2021-09-25 11:30:20 main:574] : INFO : Epoch 2005 | loss: 0.0311374 | val_loss: 0.0311585 | Time: 2070.03 ms [2021-09-25 11:30:23 main:574] : INFO : Epoch 2006 | loss: 0.0311366 | val_loss: 0.0311594 | Time: 2013.07 ms [2021-09-25 11:30:25 main:574] : INFO : Epoch 2007 | loss: 0.0311373 | val_loss: 0.0311611 | Time: 2007.87 ms [2021-09-25 11:30:27 main:574] : INFO : Epoch 2008 | loss: 0.0311377 | val_loss: 0.031157 | Time: 2051.38 ms [2021-09-25 11:30:29 main:574] : INFO : Epoch 2009 | loss: 0.0311375 | val_loss: 0.0311638 | Time: 2013.46 ms [2021-09-25 11:30:31 main:574] : INFO : Epoch 2010 | loss: 0.0311394 | val_loss: 0.0311548 | Time: 2039.25 ms [2021-09-25 11:30:33 main:574] : INFO : Epoch 2011 | loss: 0.0311382 | val_loss: 0.0311568 | Time: 2094.5 ms [2021-09-25 11:30:35 main:574] : INFO : Epoch 2012 | loss: 0.0311363 | val_loss: 0.0311576 | Time: 1995.21 ms [2021-09-25 11:30:37 main:574] : INFO : Epoch 2013 | loss: 0.0311357 | val_loss: 0.0311579 | Time: 2013.7 ms [2021-09-25 11:30:39 main:574] : INFO : Epoch 2014 | loss: 0.0311353 | val_loss: 0.0311575 | Time: 2038.34 ms [2021-09-25 11:30:41 main:574] : INFO : Epoch 2015 | loss: 0.0311362 | val_loss: 0.0311601 | Time: 2004.67 ms [2021-09-25 11:30:43 main:574] : INFO : Epoch 2016 | loss: 0.0311364 | val_loss: 0.0311581 | Time: 1996.64 ms [2021-09-25 11:30:45 main:574] : INFO : Epoch 2017 | loss: 0.0311353 | val_loss: 0.0311573 | Time: 2003.9 ms [2021-09-25 11:30:47 main:574] : INFO : Epoch 2018 | loss: 0.0311351 | val_loss: 0.0311591 | Time: 2057.82 ms [2021-09-25 11:30:49 main:574] : INFO : Epoch 2019 | loss: 0.0311345 | val_loss: 0.0311546 | Time: 2002.6 ms [2021-09-25 11:30:51 main:574] : INFO : Epoch 2020 | loss: 0.0311342 | val_loss: 0.0311545 | Time: 2000.09 ms [2021-09-25 11:30:53 main:574] : INFO : Epoch 2021 | loss: 0.0311344 | val_loss: 0.0311543 | Time: 2032.5 ms [2021-09-25 11:30:55 main:574] : INFO : Epoch 2022 | loss: 0.0311378 | val_loss: 0.0311563 | Time: 1981.52 ms [2021-09-25 11:30:57 main:574] : INFO : Epoch 2023 | loss: 0.0311377 | val_loss: 0.0311564 | Time: 2056.07 ms [2021-09-25 11:30:59 main:574] : INFO : Epoch 2024 | loss: 0.0311402 | val_loss: 0.0311539 | Time: 2010.41 ms [2021-09-25 11:31:01 main:574] : INFO : Epoch 2025 | loss: 0.0311411 | val_loss: 0.0311556 | Time: 1998.8 ms [2021-09-25 11:31:03 main:574] : INFO : Epoch 2026 | loss: 0.0311395 | val_loss: 0.0311541 | Time: 1980.11 ms [2021-09-25 11:31:05 main:574] : INFO : Epoch 2027 | loss: 0.0311362 | val_loss: 0.0311516 | Time: 1987.54 ms [2021-09-25 11:31:07 main:574] : INFO : Epoch 2028 | loss: 0.0311347 | val_loss: 0.0311543 | Time: 2009.17 ms [2021-09-25 11:31:09 main:574] : INFO : Epoch 2029 | loss: 0.0311371 | val_loss: 0.0311534 | Time: 2019.85 ms [2021-09-25 11:31:11 main:574] : INFO : Epoch 2030 | loss: 0.031136 | val_loss: 0.0311514 | Time: 1986.22 ms [2021-09-25 11:31:13 main:574] : INFO : Epoch 2031 | loss: 0.0311338 | val_loss: 0.0311549 | Time: 1994.96 ms [2021-09-25 11:31:15 main:574] : INFO : Epoch 2032 | loss: 0.0311348 | val_loss: 0.0311549 | Time: 2006.09 ms [2021-09-25 11:31:17 main:574] : INFO : Epoch 2033 | loss: 0.0311357 | val_loss: 0.0311579 | Time: 2054.68 ms [2021-09-25 11:31:19 main:574] : INFO : Epoch 2034 | loss: 0.0311336 | val_loss: 0.031154 | Time: 1971.58 ms [2021-09-25 11:31:21 main:574] : INFO : Epoch 2035 | loss: 0.0311322 | val_loss: 0.0311563 | Time: 1979.5 ms [2021-09-25 11:31:23 main:574] : INFO : Epoch 2036 | loss: 0.0311349 | val_loss: 0.0311585 | Time: 1993.92 ms [2021-09-25 11:31:25 main:574] : INFO : Epoch 2037 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 1988.56 ms [2021-09-25 11:31:27 main:574] : INFO : Epoch 2038 | loss: 0.0311334 | val_loss: 0.0311591 | Time: 1983.85 ms [2021-09-25 11:31:29 main:574] : INFO : Epoch 2039 | loss: 0.031132 | val_loss: 0.0311545 | Time: 2036.08 ms [2021-09-25 11:31:31 main:574] : INFO : Epoch 2040 | loss: 0.0311327 | val_loss: 0.031159 | Time: 1992.23 ms [2021-09-25 11:31:33 main:574] : INFO : Epoch 2041 | loss: 0.0311314 | val_loss: 0.031155 | Time: 1993.89 ms [2021-09-25 11:31:35 main:574] : INFO : Epoch 2042 | loss: 0.0311304 | val_loss: 0.031157 | Time: 1996.32 ms [2021-09-25 11:31:37 main:574] : INFO : Epoch 2043 | loss: 0.0311312 | val_loss: 0.0311565 | Time: 1981.15 ms [2021-09-25 11:31:39 main:574] : INFO : Epoch 2044 | loss: 0.0311295 | val_loss: 0.0311575 | Time: 1978.77 ms [2021-09-25 11:31:41 main:574] : INFO : Epoch 2045 | loss: 0.0311385 | val_loss: 0.0311555 | Time: 1973.24 ms [2021-09-25 11:31:43 main:574] : INFO : Epoch 2046 | loss: 0.0311437 | val_loss: 0.0311571 | Time: 1970.8 ms [2021-09-25 11:31:45 main:574] : INFO : Epoch 2047 | loss: 0.0311437 | val_loss: 0.0311557 | Time: 2009.14 ms [2021-09-25 11:31:47 main:574] : INFO : Epoch 2048 | loss: 0.0311414 | val_loss: 0.0311562 | Time: 1973.46 ms [2021-09-25 11:31:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311562 [2021-09-25 11:31:47 main:603] : INFO : Saving end state to config to file [2021-09-25 11:31:47 main:608] : INFO : Success, exiting.. 11:31:47 (27656): 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)