Task 14627347
| Name | ParityModified-1647045407-6836-3-0_3 |
| Workunit | 11576644 |
| Created | 21 Apr 2022, 11:53:08 UTC |
| Sent | 21 Apr 2022, 11:53:33 UTC |
| Report deadline | 29 Apr 2022, 11:53:33 UTC |
| Received | 21 Apr 2022, 13:04:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 9 min 15 sec |
| CPU time | 1 hours 9 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> [2022-04-21 14:46:05 main:581] : INFO : Epoch 1538 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 2070.46 ms [2022-04-21 14:46:07 main:581] : INFO : Epoch 1539 | loss: 0.0312111 | val_loss: 0.0312126 | Time: 2034.35 ms [2022-04-21 14:46:09 main:581] : INFO : Epoch 1540 | loss: 0.031209 | val_loss: 0.031202 | Time: 1990.36 ms [2022-04-21 14:46:11 main:581] : INFO : Epoch 1541 | loss: 0.0312068 | val_loss: 0.031203 | Time: 2096.92 ms [2022-04-21 14:46:13 main:581] : INFO : Epoch 1542 | loss: 0.0312071 | val_loss: 0.031203 | Time: 1957.49 ms [2022-04-21 14:46:15 main:581] : INFO : Epoch 1543 | loss: 0.0312075 | val_loss: 0.031213 | Time: 2008.59 ms [2022-04-21 14:46:17 main:581] : INFO : Epoch 1544 | loss: 0.0312091 | val_loss: 0.0312024 | Time: 1990.02 ms [2022-04-21 14:46:19 main:581] : INFO : Epoch 1545 | loss: 0.031205 | val_loss: 0.0312014 | Time: 2098.51 ms [2022-04-21 14:46:21 main:581] : INFO : Epoch 1546 | loss: 0.0312057 | val_loss: 0.0312021 | Time: 2062.16 ms [2022-04-21 14:46:23 main:581] : INFO : Epoch 1547 | loss: 0.0312059 | val_loss: 0.031202 | Time: 1952.25 ms [2022-04-21 14:46:25 main:581] : INFO : Epoch 1548 | loss: 0.0312043 | val_loss: 0.0312024 | Time: 2000.72 ms [2022-04-21 14:46:27 main:581] : INFO : Epoch 1549 | loss: 0.0312058 | val_loss: 0.0312039 | Time: 2074.51 ms [2022-04-21 14:46:29 main:581] : INFO : Epoch 1550 | loss: 0.0312059 | val_loss: 0.0312014 | Time: 2023.49 ms [2022-04-21 14:46:31 main:581] : INFO : Epoch 1551 | loss: 0.0312053 | val_loss: 0.0312018 | Time: 1984.3 ms [2022-04-21 14:46:33 main:581] : INFO : Epoch 1552 | loss: 0.0312042 | val_loss: 0.0312083 | Time: 1953.23 ms [2022-04-21 14:46:35 main:581] : INFO : Epoch 1553 | loss: 0.0312047 | val_loss: 0.0312015 | Time: 1966.83 ms [2022-04-21 14:46:37 main:581] : INFO : Epoch 1554 | loss: 0.0312047 | val_loss: 0.0312016 | Time: 2031.37 ms [2022-04-21 14:46:39 main:581] : INFO : Epoch 1555 | loss: 0.0312048 | val_loss: 0.0312009 | Time: 2073.78 ms [2022-04-21 14:46:41 main:581] : INFO : Epoch 1556 | loss: 0.0312045 | val_loss: 0.0312014 | Time: 1981.32 ms [2022-04-21 14:46:44 main:581] : INFO : Epoch 1557 | loss: 0.031204 | val_loss: 0.0312019 | Time: 2117.86 ms [2022-04-21 14:46:46 main:581] : INFO : Epoch 1558 | loss: 0.0312056 | val_loss: 0.0312034 | Time: 2027.68 ms [2022-04-21 14:46:48 main:581] : INFO : Epoch 1559 | loss: 0.0312051 | val_loss: 0.0312023 | Time: 2006.54 ms [2022-04-21 14:46:50 main:581] : INFO : Epoch 1560 | loss: 0.0312052 | val_loss: 0.0312075 | Time: 1964.26 ms [2022-04-21 14:46:52 main:581] : INFO : Epoch 1561 | loss: 0.0312086 | val_loss: 0.0312073 | Time: 2049.86 ms [2022-04-21 14:46:54 main:581] : INFO : Epoch 1562 | loss: 0.0312049 | val_loss: 0.0312015 | Time: 1981.3 ms [2022-04-21 14:46:56 main:581] : INFO : Epoch 1563 | loss: 0.0312043 | val_loss: 0.0312058 | Time: 2078.74 ms [2022-04-21 14:46:58 main:581] : INFO : Epoch 1564 | loss: 0.0312048 | val_loss: 0.031202 | Time: 1988.16 ms [2022-04-21 14:47:00 main:581] : INFO : Epoch 1565 | loss: 0.0312043 | val_loss: 0.0312033 | Time: 2085.64 ms [2022-04-21 14:47:02 main:581] : INFO : Epoch 1566 | loss: 0.0312063 | val_loss: 0.031203 | Time: 2021.51 ms [2022-04-21 14:47:04 main:581] : INFO : Epoch 1567 | loss: 0.0312052 | val_loss: 0.0312077 | Time: 2047.02 ms [2022-04-21 14:47:06 main:581] : INFO : Epoch 1568 | loss: 0.0312059 | val_loss: 0.0312017 | Time: 2063.98 ms [2022-04-21 14:47:08 main:581] : INFO : Epoch 1569 | loss: 0.0312045 | val_loss: 0.031201 | Time: 2031.74 ms [2022-04-21 14:47:10 main:581] : INFO : Epoch 1570 | loss: 0.0312043 | val_loss: 0.031201 | Time: 2025.27 ms [2022-04-21 14:47:12 main:581] : INFO : Epoch 1571 | loss: 0.0312061 | val_loss: 0.031205 | Time: 2030.36 ms [2022-04-21 14:47:14 main:581] : INFO : Epoch 1572 | loss: 0.0312064 | val_loss: 0.0312058 | Time: 1937.43 ms [2022-04-21 14:47:16 main:581] : INFO : Epoch 1573 | loss: 0.0312071 | val_loss: 0.0312037 | Time: 2005.22 ms [2022-04-21 14:47:18 main:581] : INFO : Epoch 1574 | loss: 0.0312063 | val_loss: 0.0312061 | Time: 1993.73 ms [2022-04-21 14:47:20 main:581] : INFO : Epoch 1575 | loss: 0.0312095 | val_loss: 0.0312018 | Time: 2048.93 ms [2022-04-21 14:47:22 main:581] : INFO : Epoch 1576 | loss: 0.031204 | val_loss: 0.0312008 | Time: 2053.34 ms [2022-04-21 14:47:24 main:581] : INFO : Epoch 1577 | loss: 0.031204 | val_loss: 0.0312017 | Time: 2037.04 ms [2022-04-21 14:47:26 main:581] : INFO : Epoch 1578 | loss: 0.0312046 | val_loss: 0.0312006 | Time: 2059.83 ms [2022-04-21 14:47:28 main:581] : INFO : Epoch 1579 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 2005.06 ms [2022-04-21 14:47:30 main:581] : INFO : Epoch 1580 | loss: 0.0312044 | val_loss: 0.0312006 | Time: 2039.79 ms [2022-04-21 14:47:32 main:581] : INFO : Epoch 1581 | loss: 0.0312041 | val_loss: 0.0312027 | Time: 2072.67 ms [2022-04-21 14:47:34 main:581] : INFO : Epoch 1582 | loss: 0.031209 | val_loss: 0.0312042 | Time: 2017.48 ms [2022-04-21 14:47:36 main:581] : INFO : Epoch 1583 | loss: 0.0312042 | val_loss: 0.0312014 | Time: 1987.8 ms [2022-04-21 14:47:38 main:581] : INFO : Epoch 1584 | loss: 0.031205 | val_loss: 0.0312013 | Time: 1986.28 ms [2022-04-21 14:47:40 main:581] : INFO : Epoch 1585 | loss: 0.0312058 | val_loss: 0.0312037 | Time: 2029.89 ms [2022-04-21 14:47:42 main:581] : INFO : Epoch 1586 | loss: 0.031206 | val_loss: 0.0312018 | Time: 2065.87 ms [2022-04-21 14:47:44 main:581] : INFO : Epoch 1587 | loss: 0.0312047 | val_loss: 0.031203 | Time: 2038.47 ms [2022-04-21 14:47:46 main:581] : INFO : Epoch 1588 | loss: 0.0312059 | val_loss: 0.0312035 | Time: 2010.19 ms [2022-04-21 14:47:48 main:581] : INFO : Epoch 1589 | loss: 0.031205 | val_loss: 0.0312016 | Time: 1981.28 ms [2022-04-21 14:47:50 main:581] : INFO : Epoch 1590 | loss: 0.0312078 | val_loss: 0.031203 | Time: 2076.62 ms [2022-04-21 14:47:52 main:581] : INFO : Epoch 1591 | loss: 0.0312048 | val_loss: 0.0312018 | Time: 2093.57 ms [2022-04-21 14:47:54 main:581] : INFO : Epoch 1592 | loss: 0.0312035 | val_loss: 0.0312007 | Time: 2033.28 ms [2022-04-21 14:47:57 main:581] : INFO : Epoch 1593 | loss: 0.0312054 | val_loss: 0.0312031 | Time: 2034.18 ms [2022-04-21 14:47:59 main:581] : INFO : Epoch 1594 | loss: 0.0312058 | val_loss: 0.0312012 | Time: 1987.25 ms [2022-04-21 14:48:01 main:581] : INFO : Epoch 1595 | loss: 0.031204 | val_loss: 0.0312016 | Time: 2045.91 ms [2022-04-21 14:48:03 main:581] : INFO : Epoch 1596 | loss: 0.0312054 | val_loss: 0.031201 | Time: 2033.7 ms [2022-04-21 14:48:05 main:581] : INFO : Epoch 1597 | loss: 0.0312036 | val_loss: 0.0312049 | Time: 2012.88 ms [2022-04-21 14:48:07 main:581] : INFO : Epoch 1598 | loss: 0.031207 | val_loss: 0.0312035 | Time: 1969.9 ms [2022-04-21 14:48:09 main:581] : INFO : Epoch 1599 | loss: 0.031205 | val_loss: 0.0312086 | Time: 1938.81 ms [2022-04-21 14:48:11 main:581] : INFO : Epoch 1600 | loss: 0.0312043 | val_loss: 0.0312028 | Time: 2008.74 ms [2022-04-21 14:48:12 main:581] : INFO : Epoch 1601 | loss: 0.0312045 | val_loss: 0.0312025 | Time: 1956.69 ms [2022-04-21 14:48:15 main:581] : INFO : Epoch 1602 | loss: 0.031207 | val_loss: 0.0312038 | Time: 2036.67 ms [2022-04-21 14:48:17 main:581] : INFO : Epoch 1603 | loss: 0.0312055 | val_loss: 0.031207 | Time: 2099.91 ms [2022-04-21 14:48:19 main:581] : INFO : Epoch 1604 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 2067.45 ms [2022-04-21 14:48:21 main:581] : INFO : Epoch 1605 | loss: 0.031207 | val_loss: 0.0312052 | Time: 2023.93 ms [2022-04-21 14:48:23 main:581] : INFO : Epoch 1606 | loss: 0.0312049 | val_loss: 0.0312034 | Time: 1993.34 ms [2022-04-21 14:48:25 main:581] : INFO : Epoch 1607 | loss: 0.0312046 | val_loss: 0.0312076 | Time: 2053.9 ms [2022-04-21 14:48:27 main:581] : INFO : Epoch 1608 | loss: 0.0312045 | val_loss: 0.031201 | Time: 1952 ms [2022-04-21 14:48:29 main:581] : INFO : Epoch 1609 | loss: 0.0312075 | val_loss: 0.0312045 | Time: 2079.67 ms [2022-04-21 14:48:31 main:581] : INFO : Epoch 1610 | loss: 0.0312078 | val_loss: 0.0312018 | Time: 2115.59 ms [2022-04-21 14:48:33 main:581] : INFO : Epoch 1611 | loss: 0.0312059 | val_loss: 0.0312076 | Time: 2009.42 ms [2022-04-21 14:48:35 main:581] : INFO : Epoch 1612 | loss: 0.0312059 | val_loss: 0.0312034 | Time: 2070.64 ms [2022-04-21 14:48:37 main:581] : INFO : Epoch 1613 | loss: 0.0312037 | val_loss: 0.0312009 | Time: 2064.73 ms [2022-04-21 14:48:39 main:581] : INFO : Epoch 1614 | loss: 0.031205 | val_loss: 0.0312035 | Time: 2017.96 ms [2022-04-21 14:48:41 main:581] : INFO : Epoch 1615 | loss: 0.031204 | val_loss: 0.0312039 | Time: 2028.15 ms [2022-04-21 14:48:43 main:581] : INFO : Epoch 1616 | loss: 0.031205 | val_loss: 0.0312033 | Time: 2065.54 ms [2022-04-21 14:48:45 main:581] : INFO : Epoch 1617 | loss: 0.0312042 | val_loss: 0.0312055 | Time: 2073.28 ms [2022-04-21 14:48:47 main:581] : INFO : Epoch 1618 | loss: 0.0312075 | val_loss: 0.0312032 | Time: 2020.69 ms [2022-04-21 14:48:49 main:581] : INFO : Epoch 1619 | loss: 0.0312063 | val_loss: 0.0312018 | Time: 2012.22 ms [2022-04-21 14:48:51 main:581] : INFO : Epoch 1620 | loss: 0.0312035 | val_loss: 0.0312027 | Time: 2101.87 ms [2022-04-21 14:48:53 main:581] : INFO : Epoch 1621 | loss: 0.031205 | val_loss: 0.031202 | Time: 2023.59 ms [2022-04-21 14:48:55 main:581] : INFO : Epoch 1622 | loss: 0.0312043 | val_loss: 0.0312021 | Time: 2039.35 ms [2022-04-21 14:48:57 main:581] : INFO : Epoch 1623 | loss: 0.0312038 | val_loss: 0.0312005 | Time: 2039.94 ms [2022-04-21 14:49:00 main:581] : INFO : Epoch 1624 | loss: 0.0312034 | val_loss: 0.0312004 | Time: 2080.19 ms [2022-04-21 14:49:02 main:581] : INFO : Epoch 1625 | loss: 0.0312037 | val_loss: 0.0312079 | Time: 2074.54 ms [2022-04-21 14:49:04 main:581] : INFO : Epoch 1626 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1991.31 ms [2022-04-21 14:49:06 main:581] : INFO : Epoch 1627 | loss: 0.0312064 | val_loss: 0.0312014 | Time: 2039.27 ms [2022-04-21 14:49:08 main:581] : INFO : Epoch 1628 | loss: 0.0312042 | val_loss: 0.031201 | Time: 2079.83 ms [2022-04-21 14:49:10 main:581] : INFO : Epoch 1629 | loss: 0.0312028 | val_loss: 0.0312032 | Time: 2108.85 ms [2022-04-21 14:49:12 main:581] : INFO : Epoch 1630 | loss: 0.0312039 | val_loss: 0.0311998 | Time: 2094.45 ms [2022-04-21 14:49:14 main:581] : INFO : Epoch 1631 | loss: 0.0312041 | val_loss: 0.0312026 | Time: 2050.23 ms [2022-04-21 14:49:16 main:581] : INFO : Epoch 1632 | loss: 0.0312095 | val_loss: 0.0312059 | Time: 2039.44 ms [2022-04-21 14:49:18 main:581] : INFO : Epoch 1633 | loss: 0.0312063 | val_loss: 0.0312026 | Time: 2006.26 ms [2022-04-21 14:49:20 main:581] : INFO : Epoch 1634 | loss: 0.0312049 | val_loss: 0.0312046 | Time: 2060.11 ms [2022-04-21 14:49:22 main:581] : INFO : Epoch 1635 | loss: 0.0312049 | val_loss: 0.0312016 | Time: 2008.58 ms [2022-04-21 14:49:24 main:581] : INFO : Epoch 1636 | loss: 0.0312038 | val_loss: 0.0312041 | Time: 1978.91 ms [2022-04-21 14:49:26 main:581] : INFO : Epoch 1637 | loss: 0.0312043 | val_loss: 0.0312061 | Time: 1996.25 ms [2022-04-21 14:49:28 main:581] : INFO : Epoch 1638 | loss: 0.0312037 | val_loss: 0.0312006 | Time: 2070.83 ms [2022-04-21 14:49:30 main:581] : INFO : Epoch 1639 | loss: 0.0312042 | val_loss: 0.0312011 | Time: 1999.77 ms [2022-04-21 14:49:32 main:581] : INFO : Epoch 1640 | loss: 0.0312037 | val_loss: 0.0312004 | Time: 2000.86 ms [2022-04-21 14:49:34 main:581] : INFO : Epoch 1641 | loss: 0.0312035 | val_loss: 0.0312051 | Time: 2054.74 ms [2022-04-21 14:49:36 main:581] : INFO : Epoch 1642 | loss: 0.0312039 | val_loss: 0.0312059 | Time: 1997.68 ms [2022-04-21 14:49:38 main:581] : INFO : Epoch 1643 | loss: 0.0312062 | val_loss: 0.0312059 | Time: 1968.17 ms [2022-04-21 14:49:40 main:581] : INFO : Epoch 1644 | loss: 0.031206 | val_loss: 0.0312013 | Time: 2045.54 ms [2022-04-21 14:49:42 main:581] : INFO : Epoch 1645 | loss: 0.0312045 | val_loss: 0.0312032 | Time: 2060.63 ms [2022-04-21 14:49:44 main:581] : INFO : Epoch 1646 | loss: 0.0312062 | val_loss: 0.031206 | Time: 1961.74 ms [2022-04-21 14:49:46 main:581] : INFO : Epoch 1647 | loss: 0.0312053 | val_loss: 0.0312044 | Time: 2033.92 ms [2022-04-21 14:49:48 main:581] : INFO : Epoch 1648 | loss: 0.0312065 | val_loss: 0.0312056 | Time: 1978.73 ms [2022-04-21 14:49:50 main:581] : INFO : Epoch 1649 | loss: 0.0312081 | val_loss: 0.0312034 | Time: 2011.46 ms [2022-04-21 14:49:52 main:581] : INFO : Epoch 1650 | loss: 0.0312065 | val_loss: 0.0312035 | Time: 2077 ms [2022-04-21 14:49:54 main:581] : INFO : Epoch 1651 | loss: 0.0312038 | val_loss: 0.031202 | Time: 1999.1 ms [2022-04-21 14:49:56 main:581] : INFO : Epoch 1652 | loss: 0.0312061 | val_loss: 0.0312014 | Time: 2042.52 ms [2022-04-21 14:49:58 main:581] : INFO : Epoch 1653 | loss: 0.0312032 | val_loss: 0.0312032 | Time: 1986.72 ms [2022-04-21 14:50:00 main:581] : INFO : Epoch 1654 | loss: 0.0312029 | val_loss: 0.0312005 | Time: 1991.68 ms [2022-04-21 14:50:02 main:581] : INFO : Epoch 1655 | loss: 0.0312035 | val_loss: 0.0312002 | Time: 2004.3 ms [2022-04-21 14:50:04 main:581] : INFO : Epoch 1656 | loss: 0.0312063 | val_loss: 0.0312044 | Time: 2073.86 ms [2022-04-21 14:50:07 main:581] : INFO : Epoch 1657 | loss: 0.0312031 | val_loss: 0.0312037 | Time: 2073.64 ms [2022-04-21 14:50:09 main:581] : INFO : Epoch 1658 | loss: 0.0312032 | val_loss: 0.0312015 | Time: 2017.55 ms [2022-04-21 14:50:11 main:581] : INFO : Epoch 1659 | loss: 0.0312038 | val_loss: 0.0312036 | Time: 2108.4 ms [2022-04-21 14:50:13 main:581] : INFO : Epoch 1660 | loss: 0.0312071 | val_loss: 0.031205 | Time: 2061.13 ms [2022-04-21 14:50:15 main:581] : INFO : Epoch 1661 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 1987.68 ms [2022-04-21 14:50:17 main:581] : INFO : Epoch 1662 | loss: 0.0312061 | val_loss: 0.0312012 | Time: 1969.35 ms [2022-04-21 14:50:19 main:581] : INFO : Epoch 1663 | loss: 0.0312035 | val_loss: 0.0312007 | Time: 2045.2 ms [2022-04-21 14:50:21 main:581] : INFO : Epoch 1664 | loss: 0.0312032 | val_loss: 0.0312005 | Time: 2024.5 ms [2022-04-21 14:50:23 main:581] : INFO : Epoch 1665 | loss: 0.031202 | val_loss: 0.0312025 | Time: 2024.37 ms [2022-04-21 14:50:25 main:581] : INFO : Epoch 1666 | loss: 0.0312025 | val_loss: 0.0312001 | Time: 2048.12 ms [2022-04-21 14:50:27 main:581] : INFO : Epoch 1667 | loss: 0.0312023 | val_loss: 0.0312022 | Time: 2029.97 ms [2022-04-21 14:50:29 main:581] : INFO : Epoch 1668 | loss: 0.0312095 | val_loss: 0.0312031 | Time: 1995.44 ms [2022-04-21 14:50:31 main:581] : INFO : Epoch 1669 | loss: 0.0312076 | val_loss: 0.0312022 | Time: 2002.62 ms [2022-04-21 14:50:33 main:581] : INFO : Epoch 1670 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 1984.47 ms [2022-04-21 14:50:35 main:581] : INFO : Epoch 1671 | loss: 0.031203 | val_loss: 0.0312007 | Time: 1994.02 ms [2022-04-21 14:50:37 main:581] : INFO : Epoch 1672 | loss: 0.0312045 | val_loss: 0.0311997 | Time: 2017.82 ms [2022-04-21 14:50:39 main:581] : INFO : Epoch 1673 | loss: 0.0312024 | val_loss: 0.0312007 | Time: 2017.36 ms [2022-04-21 14:50:41 main:581] : INFO : Epoch 1674 | loss: 0.0312043 | val_loss: 0.0312013 | Time: 2098.29 ms [2022-04-21 14:50:43 main:581] : INFO : Epoch 1675 | loss: 0.0312029 | val_loss: 0.0312006 | Time: 2065.27 ms [2022-04-21 14:50:45 main:581] : INFO : Epoch 1676 | loss: 0.0312032 | val_loss: 0.0311998 | Time: 2065.85 ms [2022-04-21 14:50:47 main:581] : INFO : Epoch 1677 | loss: 0.0312026 | val_loss: 0.0312001 | Time: 1980.89 ms [2022-04-21 14:50:49 main:581] : INFO : Epoch 1678 | loss: 0.0312057 | val_loss: 0.0312011 | Time: 2061.71 ms [2022-04-21 14:50:51 main:581] : INFO : Epoch 1679 | loss: 0.0312035 | val_loss: 0.0312003 | Time: 2028.15 ms [2022-04-21 14:50:53 main:581] : INFO : Epoch 1680 | loss: 0.0312029 | val_loss: 0.0312006 | Time: 2006.59 ms [2022-04-21 14:50:55 main:581] : INFO : Epoch 1681 | loss: 0.0312035 | val_loss: 0.0312009 | Time: 2036.6 ms [2022-04-21 14:50:57 main:581] : INFO : Epoch 1682 | loss: 0.0312076 | val_loss: 0.0312035 | Time: 2054.44 ms [2022-04-21 14:50:59 main:581] : INFO : Epoch 1683 | loss: 0.0312047 | val_loss: 0.0312021 | Time: 2082.3 ms [2022-04-21 14:51:01 main:581] : INFO : Epoch 1684 | loss: 0.0312066 | val_loss: 0.031206 | Time: 2023.77 ms [2022-04-21 14:51:03 main:581] : INFO : Epoch 1685 | loss: 0.0312035 | val_loss: 0.031202 | Time: 2044.84 ms [2022-04-21 14:51:05 main:581] : INFO : Epoch 1686 | loss: 0.031204 | val_loss: 0.031202 | Time: 2090.01 ms [2022-04-21 14:51:07 main:581] : INFO : Epoch 1687 | loss: 0.0312019 | val_loss: 0.0312006 | Time: 1946.57 ms [2022-04-21 14:51:09 main:581] : INFO : Epoch 1688 | loss: 0.031203 | val_loss: 0.0312014 | Time: 1967.62 ms [2022-04-21 14:51:11 main:581] : INFO : Epoch 1689 | loss: 0.0312024 | val_loss: 0.0312004 | Time: 2067.63 ms [2022-04-21 14:51:14 main:581] : INFO : Epoch 1690 | loss: 0.0312035 | val_loss: 0.0312025 | Time: 2094.21 ms [2022-04-21 14:51:16 main:581] : INFO : Epoch 1691 | loss: 0.0312047 | val_loss: 0.0311996 | Time: 2055.27 ms [2022-04-21 14:51:18 main:581] : INFO : Epoch 1692 | loss: 0.0312036 | val_loss: 0.0312056 | Time: 2043.33 ms [2022-04-21 14:51:20 main:581] : INFO : Epoch 1693 | loss: 0.0312031 | val_loss: 0.0312008 | Time: 2028.18 ms [2022-04-21 14:51:22 main:581] : INFO : Epoch 1694 | loss: 0.0312034 | val_loss: 0.0312 | Time: 2102.92 ms [2022-04-21 14:51:24 main:581] : INFO : Epoch 1695 | loss: 0.0312031 | val_loss: 0.0311993 | Time: 1973.12 ms [2022-04-21 14:51:26 main:581] : INFO : Epoch 1696 | loss: 0.0312048 | val_loss: 0.0312014 | Time: 2027.38 ms [2022-04-21 14:51:28 main:581] : INFO : Epoch 1697 | loss: 0.0312032 | val_loss: 0.0312004 | Time: 2081.35 ms [2022-04-21 14:51:30 main:581] : INFO : Epoch 1698 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 2033.14 ms [2022-04-21 14:51:32 main:581] : INFO : Epoch 1699 | loss: 0.0312063 | val_loss: 0.0312126 | Time: 1947.98 ms [2022-04-21 14:51:34 main:581] : INFO : Epoch 1700 | loss: 0.0312091 | val_loss: 0.0312012 | Time: 2071.21 ms [2022-04-21 14:51:36 main:581] : INFO : Epoch 1701 | loss: 0.0312043 | val_loss: 0.0312042 | Time: 2034.93 ms [2022-04-21 14:51:38 main:581] : INFO : Epoch 1702 | loss: 0.0312043 | val_loss: 0.0311994 | Time: 2086.37 ms [2022-04-21 14:51:40 main:581] : INFO : Epoch 1703 | loss: 0.0312033 | val_loss: 0.0312012 | Time: 2079.17 ms [2022-04-21 14:51:42 main:581] : INFO : Epoch 1704 | loss: 0.0312022 | val_loss: 0.0312004 | Time: 2006.42 ms [2022-04-21 14:51:44 main:581] : INFO : Epoch 1705 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 1980.34 ms [2022-04-21 14:51:46 main:581] : INFO : Epoch 1706 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 2026.64 ms [2022-04-21 14:51:48 main:581] : INFO : Epoch 1707 | loss: 0.0312029 | val_loss: 0.0312028 | Time: 2008.24 ms [2022-04-21 14:51:50 main:581] : INFO : Epoch 1708 | loss: 0.0312038 | val_loss: 0.0312024 | Time: 2012.74 ms [2022-04-21 14:51:52 main:581] : INFO : Epoch 1709 | loss: 0.0312047 | val_loss: 0.0312 | Time: 2057.36 ms [2022-04-21 14:51:54 main:581] : INFO : Epoch 1710 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 2054.46 ms [2022-04-21 14:51:56 main:581] : INFO : Epoch 1711 | loss: 0.0312017 | val_loss: 0.031203 | Time: 2026.47 ms [2022-04-21 14:51:58 main:581] : INFO : Epoch 1712 | loss: 0.0312054 | val_loss: 0.0312065 | Time: 2087.13 ms [2022-04-21 14:52:00 main:581] : INFO : Epoch 1713 | loss: 0.0312047 | val_loss: 0.0312023 | Time: 2072.25 ms [2022-04-21 14:52:03 main:581] : INFO : Epoch 1714 | loss: 0.0312038 | val_loss: 0.0312065 | Time: 2104.98 ms [2022-04-21 14:52:05 main:581] : INFO : Epoch 1715 | loss: 0.0312047 | val_loss: 0.0312042 | Time: 1997.85 ms [2022-04-21 14:52:07 main:581] : INFO : Epoch 1716 | loss: 0.031205 | val_loss: 0.031203 | Time: 2033.32 ms [2022-04-21 14:52:09 main:581] : INFO : Epoch 1717 | loss: 0.0312049 | val_loss: 0.0312019 | Time: 2037.83 ms [2022-04-21 14:52:11 main:581] : INFO : Epoch 1718 | loss: 0.0312053 | val_loss: 0.0312019 | Time: 1988.13 ms [2022-04-21 14:52:13 main:581] : INFO : Epoch 1719 | loss: 0.0312034 | val_loss: 0.0312032 | Time: 2028.65 ms [2022-04-21 14:52:15 main:581] : INFO : Epoch 1720 | loss: 0.0312041 | val_loss: 0.0312 | Time: 2031.34 ms [2022-04-21 14:52:17 main:581] : INFO : Epoch 1721 | loss: 0.0312022 | val_loss: 0.0311997 | Time: 2040.91 ms [2022-04-21 14:52:19 main:581] : INFO : Epoch 1722 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 2044.54 ms [2022-04-21 14:52:21 main:581] : INFO : Epoch 1723 | loss: 0.0312028 | val_loss: 0.0312012 | Time: 2004.79 ms [2022-04-21 14:52:23 main:581] : INFO : Epoch 1724 | loss: 0.0312027 | val_loss: 0.0312064 | Time: 2036.22 ms [2022-04-21 14:52:25 main:581] : INFO : Epoch 1725 | loss: 0.031205 | val_loss: 0.0312036 | Time: 1993.99 ms [2022-04-21 14:52:27 main:581] : INFO : Epoch 1726 | loss: 0.0312041 | val_loss: 0.0312016 | Time: 2006.8 ms [2022-04-21 14:52:29 main:581] : INFO : Epoch 1727 | loss: 0.0312026 | val_loss: 0.0312015 | Time: 2059.77 ms [2022-04-21 14:52:31 main:581] : INFO : Epoch 1728 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 2015.09 ms [2022-04-21 14:52:33 main:581] : INFO : Epoch 1729 | loss: 0.0312051 | val_loss: 0.0312035 | Time: 1949.48 ms [2022-04-21 14:52:35 main:581] : INFO : Epoch 1730 | loss: 0.0312058 | val_loss: 0.0312093 | Time: 1987.9 ms [2022-04-21 14:52:37 main:581] : INFO : Epoch 1731 | loss: 0.0312074 | val_loss: 0.0312007 | Time: 2000.68 ms [2022-04-21 14:52:39 main:581] : INFO : Epoch 1732 | loss: 0.0312016 | val_loss: 0.0311998 | Time: 1954.76 ms [2022-04-21 14:52:41 main:581] : INFO : Epoch 1733 | loss: 0.0312017 | val_loss: 0.0312 | Time: 2001.1 ms [2022-04-21 14:52:43 main:581] : INFO : Epoch 1734 | loss: 0.031203 | val_loss: 0.0312023 | Time: 2053.53 ms [2022-04-21 14:52:45 main:581] : INFO : Epoch 1735 | loss: 0.0312052 | val_loss: 0.0312062 | Time: 2050.21 ms [2022-04-21 14:52:47 main:581] : INFO : Epoch 1736 | loss: 0.031206 | val_loss: 0.0312009 | Time: 2018.67 ms [2022-04-21 14:52:49 main:581] : INFO : Epoch 1737 | loss: 0.0312063 | val_loss: 0.0312017 | Time: 2091.72 ms [2022-04-21 14:52:51 main:581] : INFO : Epoch 1738 | loss: 0.0312064 | val_loss: 0.0312088 | Time: 2006.18 ms [2022-04-21 14:52:53 main:581] : INFO : Epoch 1739 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 1971.31 ms [2022-04-21 14:52:55 main:581] : INFO : Epoch 1740 | loss: 0.0312026 | val_loss: 0.0312019 | Time: 2000.74 ms [2022-04-21 14:52:57 main:581] : INFO : Epoch 1741 | loss: 0.0312029 | val_loss: 0.0312 | Time: 2110.68 ms [2022-04-21 14:52:59 main:581] : INFO : Epoch 1742 | loss: 0.0312015 | val_loss: 0.0312029 | Time: 2009.93 ms [2022-04-21 14:53:01 main:581] : INFO : Epoch 1743 | loss: 0.0312024 | val_loss: 0.0312008 | Time: 2066.48 ms [2022-04-21 14:53:03 main:581] : INFO : Epoch 1744 | loss: 0.0312042 | val_loss: 0.0312034 | Time: 1977.21 ms [2022-04-21 14:53:05 main:581] : INFO : Epoch 1745 | loss: 0.0312039 | val_loss: 0.0312011 | Time: 2055.06 ms [2022-04-21 14:53:07 main:581] : INFO : Epoch 1746 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 2032.83 ms [2022-04-21 14:53:09 main:581] : INFO : Epoch 1747 | loss: 0.0312034 | val_loss: 0.0312003 | Time: 2094.73 ms [2022-04-21 14:53:11 main:581] : INFO : Epoch 1748 | loss: 0.0312026 | val_loss: 0.0312019 | Time: 2113.94 ms [2022-04-21 14:53:13 main:581] : INFO : Epoch 1749 | loss: 0.0312017 | val_loss: 0.0312004 | Time: 2035.18 ms [2022-04-21 14:53:15 main:581] : INFO : Epoch 1750 | loss: 0.0312053 | val_loss: 0.031206 | Time: 1981.1 ms [2022-04-21 14:53:17 main:581] : INFO : Epoch 1751 | loss: 0.0312043 | val_loss: 0.0312011 | Time: 1953 ms [2022-04-21 14:53:19 main:581] : INFO : Epoch 1752 | loss: 0.0312053 | val_loss: 0.031208 | Time: 1954.23 ms [2022-04-21 14:53:21 main:581] : INFO : Epoch 1753 | loss: 0.0312038 | val_loss: 0.0312032 | Time: 1995.58 ms [2022-04-21 14:53:23 main:581] : INFO : Epoch 1754 | loss: 0.0312041 | val_loss: 0.0312023 | Time: 2071.35 ms [2022-04-21 14:53:25 main:581] : INFO : Epoch 1755 | loss: 0.0312066 | val_loss: 0.0312052 | Time: 2037.08 ms [2022-04-21 14:53:27 main:581] : INFO : Epoch 1756 | loss: 0.0312073 | val_loss: 0.0312014 | Time: 1961.55 ms [2022-04-21 14:53:29 main:581] : INFO : Epoch 1757 | loss: 0.0312054 | val_loss: 0.0312008 | Time: 2005.78 ms [2022-04-21 14:53:31 main:581] : INFO : Epoch 1758 | loss: 0.0312071 | val_loss: 0.0312064 | Time: 2032.04 ms [2022-04-21 14:53:33 main:581] : INFO : Epoch 1759 | loss: 0.031208 | val_loss: 0.0312042 | Time: 1939.73 ms [2022-04-21 14:53:35 main:581] : INFO : Epoch 1760 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 2034.6 ms [2022-04-21 14:53:38 main:581] : INFO : Epoch 1761 | loss: 0.0312025 | val_loss: 0.0312 | Time: 2068.5 ms [2022-04-21 14:53:40 main:581] : INFO : Epoch 1762 | loss: 0.031202 | val_loss: 0.0312022 | Time: 1987.66 ms [2022-04-21 14:53:42 main:581] : INFO : Epoch 1763 | loss: 0.0312014 | val_loss: 0.0312008 | Time: 2031.23 ms [2022-04-21 14:53:44 main:581] : INFO : Epoch 1764 | loss: 0.0312013 | val_loss: 0.0312013 | Time: 2034.14 ms [2022-04-21 14:53:46 main:581] : INFO : Epoch 1765 | loss: 0.0312019 | val_loss: 0.0312002 | Time: 2024.76 ms [2022-04-21 14:53:48 main:581] : INFO : Epoch 1766 | loss: 0.0312028 | val_loss: 0.0312012 | Time: 2038.37 ms [2022-04-21 14:53:50 main:581] : INFO : Epoch 1767 | loss: 0.031202 | val_loss: 0.0312078 | Time: 2055.11 ms [2022-04-21 14:53:52 main:581] : INFO : Epoch 1768 | loss: 0.0312064 | val_loss: 0.0312086 | Time: 2029.5 ms [2022-04-21 14:53:54 main:581] : INFO : Epoch 1769 | loss: 0.0312028 | val_loss: 0.0312004 | Time: 2018.44 ms [2022-04-21 14:53:56 main:581] : INFO : Epoch 1770 | loss: 0.0312013 | val_loss: 0.0312016 | Time: 2092.56 ms [2022-04-21 14:53:58 main:581] : INFO : Epoch 1771 | loss: 0.0312008 | val_loss: 0.031201 | Time: 2077.51 ms [2022-04-21 14:54:00 main:581] : INFO : Epoch 1772 | loss: 0.0312021 | val_loss: 0.0312067 | Time: 2029.68 ms [2022-04-21 14:54:02 main:581] : INFO : Epoch 1773 | loss: 0.0312094 | val_loss: 0.0312082 | Time: 1957.5 ms [2022-04-21 14:54:04 main:581] : INFO : Epoch 1774 | loss: 0.0312056 | val_loss: 0.0312013 | Time: 1986.17 ms [2022-04-21 14:54:06 main:581] : INFO : Epoch 1775 | loss: 0.0312011 | val_loss: 0.0312047 | Time: 2056.49 ms [2022-04-21 14:54:08 main:581] : INFO : Epoch 1776 | loss: 0.0312021 | val_loss: 0.0312027 | Time: 2015.32 ms [2022-04-21 14:54:10 main:581] : INFO : Epoch 1777 | loss: 0.0312016 | val_loss: 0.0311999 | Time: 1986.22 ms [2022-04-21 14:54:12 main:581] : INFO : Epoch 1778 | loss: 0.0312025 | val_loss: 0.0312012 | Time: 2038.41 ms [2022-04-21 14:54:14 main:581] : INFO : Epoch 1779 | loss: 0.0312016 | val_loss: 0.0311999 | Time: 2070.62 ms [2022-04-21 14:54:16 main:581] : INFO : Epoch 1780 | loss: 0.0312013 | val_loss: 0.031201 | Time: 1999.86 ms [2022-04-21 14:54:18 main:581] : INFO : Epoch 1781 | loss: 0.0312008 | val_loss: 0.0312 | Time: 2021.87 ms [2022-04-21 14:54:20 main:581] : INFO : Epoch 1782 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 2039.31 ms [2022-04-21 14:54:22 main:581] : INFO : Epoch 1783 | loss: 0.0312005 | val_loss: 0.0312014 | Time: 1970.87 ms [2022-04-21 14:54:24 main:581] : INFO : Epoch 1784 | loss: 0.0312002 | val_loss: 0.0312004 | Time: 1999.47 ms [2022-04-21 14:54:26 main:581] : INFO : Epoch 1785 | loss: 0.0312021 | val_loss: 0.0312034 | Time: 1988.3 ms [2022-04-21 14:54:28 main:581] : INFO : Epoch 1786 | loss: 0.0312009 | val_loss: 0.0312021 | Time: 2054.16 ms [2022-04-21 14:54:30 main:581] : INFO : Epoch 1787 | loss: 0.0312023 | val_loss: 0.0312015 | Time: 2091.67 ms [2022-04-21 14:54:32 main:581] : INFO : Epoch 1788 | loss: 0.0312014 | val_loss: 0.0312027 | Time: 2100.87 ms [2022-04-21 14:54:34 main:581] : INFO : Epoch 1789 | loss: 0.0312024 | val_loss: 0.0312018 | Time: 1942.68 ms [2022-04-21 14:54:36 main:581] : INFO : Epoch 1790 | loss: 0.0312017 | val_loss: 0.0312002 | Time: 2008.53 ms [2022-04-21 14:54:38 main:581] : INFO : Epoch 1791 | loss: 0.0312014 | val_loss: 0.0312009 | Time: 1970.71 ms [2022-04-21 14:54:40 main:581] : INFO : Epoch 1792 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 1988.54 ms [2022-04-21 14:54:42 main:581] : INFO : Epoch 1793 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 1979.01 ms [2022-04-21 14:54:44 main:581] : INFO : Epoch 1794 | loss: 0.0312031 | val_loss: 0.0312028 | Time: 2104.86 ms [2022-04-21 14:54:46 main:581] : INFO : Epoch 1795 | loss: 0.0312033 | val_loss: 0.0312031 | Time: 2060.19 ms [2022-04-21 14:54:48 main:581] : INFO : Epoch 1796 | loss: 0.0312013 | val_loss: 0.0312001 | Time: 2045.42 ms [2022-04-21 14:54:50 main:581] : INFO : Epoch 1797 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 2031.25 ms [2022-04-21 14:54:52 main:581] : INFO : Epoch 1798 | loss: 0.0312023 | val_loss: 0.0312047 | Time: 1930.65 ms [2022-04-21 14:54:54 main:581] : INFO : Epoch 1799 | loss: 0.0312021 | val_loss: 0.0312074 | Time: 1946.7 ms [2022-04-21 14:54:56 main:581] : INFO : Epoch 1800 | loss: 0.0312072 | val_loss: 0.0312025 | Time: 1990.77 ms [2022-04-21 14:54:58 main:581] : INFO : Epoch 1801 | loss: 0.0312053 | val_loss: 0.0312049 | Time: 2016.8 ms [2022-04-21 14:55:00 main:581] : INFO : Epoch 1802 | loss: 0.0312046 | val_loss: 0.0312012 | Time: 2091.9 ms [2022-04-21 14:55:02 main:581] : INFO : Epoch 1803 | loss: 0.0312029 | val_loss: 0.0312001 | Time: 2049.24 ms [2022-04-21 14:55:04 main:581] : INFO : Epoch 1804 | loss: 0.0312014 | val_loss: 0.0312011 | Time: 1976.54 ms [2022-04-21 14:55:07 main:581] : INFO : Epoch 1805 | loss: 0.0312003 | val_loss: 0.0311997 | Time: 2079.35 ms [2022-04-21 14:55:09 main:581] : INFO : Epoch 1806 | loss: 0.0312007 | val_loss: 0.0311992 | Time: 2016.61 ms [2022-04-21 14:55:11 main:581] : INFO : Epoch 1807 | loss: 0.0312003 | val_loss: 0.0312009 | Time: 2069.17 ms [2022-04-21 14:55:13 main:581] : INFO : Epoch 1808 | loss: 0.0312006 | val_loss: 0.0312002 | Time: 2040.75 ms [2022-04-21 14:55:15 main:581] : INFO : Epoch 1809 | loss: 0.0312005 | val_loss: 0.0312026 | Time: 2007.01 ms [2022-04-21 14:55:17 main:581] : INFO : Epoch 1810 | loss: 0.0312024 | val_loss: 0.0312004 | Time: 2036.53 ms [2022-04-21 14:55:19 main:581] : INFO : Epoch 1811 | loss: 0.0312007 | val_loss: 0.0311992 | Time: 2002.34 ms [2022-04-21 14:55:21 main:581] : INFO : Epoch 1812 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 2035.65 ms [2022-04-21 14:55:23 main:581] : INFO : Epoch 1813 | loss: 0.0312015 | val_loss: 0.0312012 | Time: 1994.07 ms [2022-04-21 14:55:25 main:581] : INFO : Epoch 1814 | loss: 0.0312045 | val_loss: 0.0312084 | Time: 2066.72 ms [2022-04-21 14:55:27 main:581] : INFO : Epoch 1815 | loss: 0.0312034 | val_loss: 0.0311994 | Time: 1969.25 ms [2022-04-21 14:55:29 main:581] : INFO : Epoch 1816 | loss: 0.0312025 | val_loss: 0.0311997 | Time: 2066.12 ms [2022-04-21 14:55:31 main:581] : INFO : Epoch 1817 | loss: 0.0312014 | val_loss: 0.0312001 | Time: 2046.97 ms [2022-04-21 14:55:33 main:581] : INFO : Epoch 1818 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 1950.32 ms [2022-04-21 14:55:35 main:581] : INFO : Epoch 1819 | loss: 0.0312048 | val_loss: 0.0312035 | Time: 2073.61 ms [2022-04-21 14:55:37 main:581] : INFO : Epoch 1820 | loss: 0.0312034 | val_loss: 0.0312019 | Time: 2032.89 ms [2022-04-21 14:55:39 main:581] : INFO : Epoch 1821 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 2084.79 ms [2022-04-21 14:55:41 main:581] : INFO : Epoch 1822 | loss: 0.0312049 | val_loss: 0.0312054 | Time: 2030.18 ms [2022-04-21 14:55:43 main:581] : INFO : Epoch 1823 | loss: 0.0312024 | val_loss: 0.0312002 | Time: 2022.57 ms [2022-04-21 14:55:45 main:581] : INFO : Epoch 1824 | loss: 0.0312018 | val_loss: 0.0312002 | Time: 2055.87 ms [2022-04-21 14:55:47 main:581] : INFO : Epoch 1825 | loss: 0.0312029 | val_loss: 0.0312004 | Time: 2009.73 ms [2022-04-21 14:55:49 main:581] : INFO : Epoch 1826 | loss: 0.0312008 | val_loss: 0.0312019 | Time: 1996.02 ms [2022-04-21 14:55:51 main:581] : INFO : Epoch 1827 | loss: 0.0312016 | val_loss: 0.0312017 | Time: 1990.16 ms [2022-04-21 14:55:53 main:581] : INFO : Epoch 1828 | loss: 0.0312001 | val_loss: 0.0311996 | Time: 2017.42 ms [2022-04-21 14:55:55 main:581] : INFO : Epoch 1829 | loss: 0.0312013 | val_loss: 0.0312002 | Time: 2007.17 ms [2022-04-21 14:55:57 main:581] : INFO : Epoch 1830 | loss: 0.0312012 | val_loss: 0.0312024 | Time: 1988.16 ms [2022-04-21 14:55:59 main:581] : INFO : Epoch 1831 | loss: 0.0312033 | val_loss: 0.0312104 | Time: 2073.92 ms [2022-04-21 14:56:01 main:581] : INFO : Epoch 1832 | loss: 0.0312024 | val_loss: 0.0312005 | Time: 2022.85 ms [2022-04-21 14:56:03 main:581] : INFO : Epoch 1833 | loss: 0.0312011 | val_loss: 0.031202 | Time: 1978.32 ms [2022-04-21 14:56:05 main:581] : INFO : Epoch 1834 | loss: 0.0312018 | val_loss: 0.0312022 | Time: 2019.37 ms [2022-04-21 14:56:07 main:581] : INFO : Epoch 1835 | loss: 0.0312065 | val_loss: 0.031207 | Time: 2031.81 ms [2022-04-21 14:56:09 main:581] : INFO : Epoch 1836 | loss: 0.0312018 | val_loss: 0.0311995 | Time: 1997.11 ms [2022-04-21 14:56:11 main:581] : INFO : Epoch 1837 | loss: 0.0312015 | val_loss: 0.0312037 | Time: 2045.89 ms [2022-04-21 14:56:13 main:581] : INFO : Epoch 1838 | loss: 0.0312026 | val_loss: 0.0311998 | Time: 1992.46 ms [2022-04-21 14:56:15 main:581] : INFO : Epoch 1839 | loss: 0.0312022 | val_loss: 0.0312011 | Time: 2099.03 ms [2022-04-21 14:56:17 main:581] : INFO : Epoch 1840 | loss: 0.0312001 | val_loss: 0.0312018 | Time: 2082.71 ms [2022-04-21 14:56:20 main:581] : INFO : Epoch 1841 | loss: 0.0312006 | val_loss: 0.0312002 | Time: 2053.56 ms [2022-04-21 14:56:22 main:581] : INFO : Epoch 1842 | loss: 0.0312005 | val_loss: 0.0312 | Time: 1988.13 ms [2022-04-21 14:56:24 main:581] : INFO : Epoch 1843 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 2071.87 ms [2022-04-21 14:56:26 main:581] : INFO : Epoch 1844 | loss: 0.0312015 | val_loss: 0.0312096 | Time: 2100.5 ms [2022-04-21 14:56:28 main:581] : INFO : Epoch 1845 | loss: 0.0312022 | val_loss: 0.0311999 | Time: 2045.56 ms [2022-04-21 14:56:30 main:581] : INFO : Epoch 1846 | loss: 0.0312007 | val_loss: 0.0312008 | Time: 1985.91 ms [2022-04-21 14:56:32 main:581] : INFO : Epoch 1847 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 1965.99 ms [2022-04-21 14:56:34 main:581] : INFO : Epoch 1848 | loss: 0.0312016 | val_loss: 0.0312036 | Time: 1946.68 ms [2022-04-21 14:56:36 main:581] : INFO : Epoch 1849 | loss: 0.0312014 | val_loss: 0.0311993 | Time: 2018.89 ms [2022-04-21 14:56:38 main:581] : INFO : Epoch 1850 | loss: 0.0311998 | val_loss: 0.0312008 | Time: 1973.13 ms [2022-04-21 14:56:40 main:581] : INFO : Epoch 1851 | loss: 0.0312007 | val_loss: 0.031203 | Time: 1986.72 ms [2022-04-21 14:56:42 main:581] : INFO : Epoch 1852 | loss: 0.0312017 | val_loss: 0.0312 | Time: 1987.5 ms [2022-04-21 14:56:44 main:581] : INFO : Epoch 1853 | loss: 0.0312027 | val_loss: 0.0312075 | Time: 2031.56 ms [2022-04-21 14:56:46 main:581] : INFO : Epoch 1854 | loss: 0.0312054 | val_loss: 0.0312025 | Time: 2005.73 ms [2022-04-21 14:56:48 main:581] : INFO : Epoch 1855 | loss: 0.0312009 | val_loss: 0.0311992 | Time: 2077.86 ms [2022-04-21 14:56:50 main:581] : INFO : Epoch 1856 | loss: 0.0312001 | val_loss: 0.0311993 | Time: 2080.57 ms [2022-04-21 14:56:52 main:581] : INFO : Epoch 1857 | loss: 0.0312024 | val_loss: 0.0312024 | Time: 2046.3 ms [2022-04-21 14:56:54 main:581] : INFO : Epoch 1858 | loss: 0.031201 | val_loss: 0.0312015 | Time: 2073.62 ms [2022-04-21 14:56:56 main:581] : INFO : Epoch 1859 | loss: 0.0312021 | val_loss: 0.0312004 | Time: 2023.68 ms [2022-04-21 14:56:58 main:581] : INFO : Epoch 1860 | loss: 0.0312013 | val_loss: 0.0312005 | Time: 2007.79 ms [2022-04-21 14:57:00 main:581] : INFO : Epoch 1861 | loss: 0.0312013 | val_loss: 0.0312019 | Time: 2039.53 ms [2022-04-21 14:57:02 main:581] : INFO : Epoch 1862 | loss: 0.0312023 | val_loss: 0.0312022 | Time: 1948.11 ms [2022-04-21 14:57:04 main:581] : INFO : Epoch 1863 | loss: 0.0312021 | val_loss: 0.0311999 | Time: 1955.44 ms [2022-04-21 14:57:06 main:581] : INFO : Epoch 1864 | loss: 0.0312014 | val_loss: 0.0312021 | Time: 1981.34 ms [2022-04-21 14:57:08 main:581] : INFO : Epoch 1865 | loss: 0.0312076 | val_loss: 0.0312034 | Time: 1972.06 ms [2022-04-21 14:57:10 main:581] : INFO : Epoch 1866 | loss: 0.0312018 | val_loss: 0.0312029 | Time: 2019.55 ms [2022-04-21 14:57:12 main:581] : INFO : Epoch 1867 | loss: 0.0312018 | val_loss: 0.0312003 | Time: 1964.03 ms [2022-04-21 14:57:14 main:581] : INFO : Epoch 1868 | loss: 0.0312002 | val_loss: 0.0312 | Time: 1945.44 ms [2022-04-21 14:57:16 main:581] : INFO : Epoch 1869 | loss: 0.0312008 | val_loss: 0.031201 | Time: 2065.81 ms [2022-04-21 14:57:18 main:581] : INFO : Epoch 1870 | loss: 0.0312025 | val_loss: 0.0312021 | Time: 2010.73 ms [2022-04-21 14:57:20 main:581] : INFO : Epoch 1871 | loss: 0.0312026 | val_loss: 0.0311997 | Time: 1971.18 ms [2022-04-21 14:57:22 main:581] : INFO : Epoch 1872 | loss: 0.0312011 | val_loss: 0.0311996 | Time: 2051.93 ms [2022-04-21 14:57:24 main:581] : INFO : Epoch 1873 | loss: 0.0312033 | val_loss: 0.0311998 | Time: 2059.07 ms [2022-04-21 14:57:26 main:581] : INFO : Epoch 1874 | loss: 0.0312024 | val_loss: 0.0312 | Time: 2008.6 ms [2022-04-21 14:57:28 main:581] : INFO : Epoch 1875 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 2062.23 ms [2022-04-21 14:57:30 main:581] : INFO : Epoch 1876 | loss: 0.031201 | val_loss: 0.0312008 | Time: 2050.08 ms [2022-04-21 14:57:32 main:581] : INFO : Epoch 1877 | loss: 0.0312014 | val_loss: 0.031201 | Time: 2042.37 ms [2022-04-21 14:57:34 main:581] : INFO : Epoch 1878 | loss: 0.0312013 | val_loss: 0.0311992 | Time: 2088.85 ms [2022-04-21 14:57:36 main:581] : INFO : Epoch 1879 | loss: 0.0312013 | val_loss: 0.0312023 | Time: 2043.28 ms [2022-04-21 14:57:38 main:581] : INFO : Epoch 1880 | loss: 0.0312011 | val_loss: 0.031202 | Time: 2061.76 ms [2022-04-21 14:57:40 main:581] : INFO : Epoch 1881 | loss: 0.0312014 | val_loss: 0.0312031 | Time: 2022.75 ms [2022-04-21 14:57:42 main:581] : INFO : Epoch 1882 | loss: 0.0312017 | val_loss: 0.0312021 | Time: 2048.35 ms [2022-04-21 14:57:44 main:581] : INFO : Epoch 1883 | loss: 0.0312006 | val_loss: 0.0312003 | Time: 2084.93 ms [2022-04-21 14:57:47 main:581] : INFO : Epoch 1884 | loss: 0.0312024 | val_loss: 0.0312035 | Time: 2073.64 ms [2022-04-21 14:57:49 main:581] : INFO : Epoch 1885 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 2060.27 ms [2022-04-21 14:57:51 main:581] : INFO : Epoch 1886 | loss: 0.0312014 | val_loss: 0.0312016 | Time: 2090.02 ms [2022-04-21 14:57:53 main:581] : INFO : Epoch 1887 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 2069.99 ms [2022-04-21 14:57:55 main:581] : INFO : Epoch 1888 | loss: 0.0311999 | val_loss: 0.0312 | Time: 2040.22 ms [2022-04-21 14:57:57 main:581] : INFO : Epoch 1889 | loss: 0.0312005 | val_loss: 0.0312005 | Time: 1978.08 ms [2022-04-21 14:57:59 main:581] : INFO : Epoch 1890 | loss: 0.0311997 | val_loss: 0.0311994 | Time: 2076.23 ms [2022-04-21 14:58:01 main:581] : INFO : Epoch 1891 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 2105.96 ms [2022-04-21 14:58:03 main:581] : INFO : Epoch 1892 | loss: 0.0312009 | val_loss: 0.031201 | Time: 2081.08 ms [2022-04-21 14:58:05 main:581] : INFO : Epoch 1893 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 2096.23 ms [2022-04-21 14:58:07 main:581] : INFO : Epoch 1894 | loss: 0.0312005 | val_loss: 0.031203 | Time: 2069 ms [2022-04-21 14:58:09 main:581] : INFO : Epoch 1895 | loss: 0.0312052 | val_loss: 0.0312035 | Time: 2093.16 ms [2022-04-21 14:58:11 main:581] : INFO : Epoch 1896 | loss: 0.0312026 | val_loss: 0.0312025 | Time: 2066.77 ms [2022-04-21 14:58:13 main:581] : INFO : Epoch 1897 | loss: 0.0312011 | val_loss: 0.0312011 | Time: 1999.87 ms [2022-04-21 14:58:15 main:581] : INFO : Epoch 1898 | loss: 0.0312006 | val_loss: 0.0312002 | Time: 2012.01 ms [2022-04-21 14:58:17 main:581] : INFO : Epoch 1899 | loss: 0.0312015 | val_loss: 0.0312034 | Time: 1960.28 ms [2022-04-21 14:58:19 main:581] : INFO : Epoch 1900 | loss: 0.0312004 | val_loss: 0.0312004 | Time: 2099.73 ms [2022-04-21 14:58:22 main:581] : INFO : Epoch 1901 | loss: 0.0312019 | val_loss: 0.0312022 | Time: 2053.29 ms [2022-04-21 14:58:24 main:581] : INFO : Epoch 1902 | loss: 0.0312032 | val_loss: 0.0312 | Time: 2054.3 ms [2022-04-21 14:58:26 main:581] : INFO : Epoch 1903 | loss: 0.0312029 | val_loss: 0.0312014 | Time: 2081.66 ms [2022-04-21 14:58:28 main:581] : INFO : Epoch 1904 | loss: 0.031201 | val_loss: 0.0312016 | Time: 2071.01 ms [2022-04-21 14:58:30 main:581] : INFO : Epoch 1905 | loss: 0.0312008 | val_loss: 0.0311994 | Time: 2089.75 ms [2022-04-21 14:58:32 main:581] : INFO : Epoch 1906 | loss: 0.031201 | val_loss: 0.0311988 | Time: 2078.06 ms [2022-04-21 14:58:34 main:581] : INFO : Epoch 1907 | loss: 0.0312001 | val_loss: 0.0312025 | Time: 2046.84 ms [2022-04-21 14:58:36 main:581] : INFO : Epoch 1908 | loss: 0.0312016 | val_loss: 0.0312009 | Time: 2044.26 ms [2022-04-21 14:58:38 main:581] : INFO : Epoch 1909 | loss: 0.0312003 | val_loss: 0.0311995 | Time: 2116.83 ms [2022-04-21 14:58:40 main:581] : INFO : Epoch 1910 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 2099.54 ms [2022-04-21 14:58:42 main:581] : INFO : Epoch 1911 | loss: 0.0312016 | val_loss: 0.0311999 | Time: 1962.28 ms [2022-04-21 14:58:44 main:581] : INFO : Epoch 1912 | loss: 0.0312008 | val_loss: 0.0312 | Time: 1975.02 ms [2022-04-21 14:58:46 main:581] : INFO : Epoch 1913 | loss: 0.0311996 | val_loss: 0.0311992 | Time: 2024.26 ms [2022-04-21 14:58:48 main:581] : INFO : Epoch 1914 | loss: 0.0311994 | val_loss: 0.0311993 | Time: 1984.44 ms [2022-04-21 14:58:50 main:581] : INFO : Epoch 1915 | loss: 0.0311991 | val_loss: 0.0312037 | Time: 2026.5 ms [2022-04-21 14:58:52 main:581] : INFO : Epoch 1916 | loss: 0.0312017 | val_loss: 0.0312022 | Time: 2028.25 ms [2022-04-21 14:58:54 main:581] : INFO : Epoch 1917 | loss: 0.0312025 | val_loss: 0.0312019 | Time: 1958.2 ms [2022-04-21 14:58:56 main:581] : INFO : Epoch 1918 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 2045.42 ms [2022-04-21 14:58:58 main:581] : INFO : Epoch 1919 | loss: 0.0312029 | val_loss: 0.0312031 | Time: 2048.41 ms [2022-04-21 14:59:00 main:581] : INFO : Epoch 1920 | loss: 0.0312009 | val_loss: 0.0311995 | Time: 2115.31 ms [2022-04-21 14:59:02 main:581] : INFO : Epoch 1921 | loss: 0.0311992 | val_loss: 0.0312008 | Time: 1988.78 ms [2022-04-21 14:59:04 main:581] : INFO : Epoch 1922 | loss: 0.0311999 | val_loss: 0.0311998 | Time: 1985.38 ms [2022-04-21 14:59:06 main:581] : INFO : Epoch 1923 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 2029.92 ms [2022-04-21 14:59:08 main:581] : INFO : Epoch 1924 | loss: 0.0312005 | val_loss: 0.0312022 | Time: 2043.86 ms [2022-04-21 14:59:10 main:581] : INFO : Epoch 1925 | loss: 0.0312008 | val_loss: 0.0312044 | Time: 2036.21 ms [2022-04-21 14:59:12 main:581] : INFO : Epoch 1926 | loss: 0.0312008 | val_loss: 0.0311989 | Time: 2037.14 ms [2022-04-21 14:59:15 main:581] : INFO : Epoch 1927 | loss: 0.0312001 | val_loss: 0.0312017 | Time: 2057.89 ms [2022-04-21 14:59:17 main:581] : INFO : Epoch 1928 | loss: 0.0312 | val_loss: 0.0311986 | Time: 2060.08 ms [2022-04-21 14:59:19 main:581] : INFO : Epoch 1929 | loss: 0.0311993 | val_loss: 0.0311986 | Time: 2026.66 ms [2022-04-21 14:59:21 main:581] : INFO : Epoch 1930 | loss: 0.0311996 | val_loss: 0.0311983 | Time: 2098 ms [2022-04-21 14:59:23 main:581] : INFO : Epoch 1931 | loss: 0.0311989 | val_loss: 0.0311992 | Time: 2070.23 ms [2022-04-21 14:59:25 main:581] : INFO : Epoch 1932 | loss: 0.0312 | val_loss: 0.0311984 | Time: 2088.42 ms [2022-04-21 14:59:27 main:581] : INFO : Epoch 1933 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 2006.07 ms [2022-04-21 14:59:29 main:581] : INFO : Epoch 1934 | loss: 0.0311992 | val_loss: 0.0312006 | Time: 1978.13 ms [2022-04-21 14:59:31 main:581] : INFO : Epoch 1935 | loss: 0.0312078 | val_loss: 0.031209 | Time: 2090.13 ms [2022-04-21 14:59:33 main:581] : INFO : Epoch 1936 | loss: 0.0312124 | val_loss: 0.0312118 | Time: 2049.28 ms [2022-04-21 14:59:35 main:581] : INFO : Epoch 1937 | loss: 0.0312114 | val_loss: 0.03121 | Time: 2029.22 ms [2022-04-21 14:59:37 main:581] : INFO : Epoch 1938 | loss: 0.0312141 | val_loss: 0.0312138 | Time: 2116.16 ms [2022-04-21 14:59:39 main:581] : INFO : Epoch 1939 | loss: 0.0312102 | val_loss: 0.0312081 | Time: 2031.78 ms [2022-04-21 14:59:41 main:581] : INFO : Epoch 1940 | loss: 0.0312103 | val_loss: 0.03121 | Time: 2008.7 ms [2022-04-21 14:59:43 main:581] : INFO : Epoch 1941 | loss: 0.0312095 | val_loss: 0.0312101 | Time: 2033.63 ms [2022-04-21 14:59:45 main:581] : INFO : Epoch 1942 | loss: 0.0312094 | val_loss: 0.0312168 | Time: 2043.55 ms [2022-04-21 14:59:47 main:581] : INFO : Epoch 1943 | loss: 0.0312101 | val_loss: 0.0312083 | Time: 2042.72 ms [2022-04-21 14:59:49 main:581] : INFO : Epoch 1944 | loss: 0.0312115 | val_loss: 0.0312078 | Time: 2016.85 ms [2022-04-21 14:59:51 main:581] : INFO : Epoch 1945 | loss: 0.0312078 | val_loss: 0.03121 | Time: 2008.46 ms [2022-04-21 14:59:53 main:581] : INFO : Epoch 1946 | loss: 0.0312077 | val_loss: 0.0312052 | Time: 2001.7 ms [2022-04-21 14:59:55 main:581] : INFO : Epoch 1947 | loss: 0.031207 | val_loss: 0.0312062 | Time: 2078.47 ms [2022-04-21 14:59:58 main:581] : INFO : Epoch 1948 | loss: 0.031206 | val_loss: 0.0312054 | Time: 2112.98 ms [2022-04-21 15:00:00 main:581] : INFO : Epoch 1949 | loss: 0.031207 | val_loss: 0.0312046 | Time: 2008.94 ms [2022-04-21 15:00:02 main:581] : INFO : Epoch 1950 | loss: 0.0312105 | val_loss: 0.031214 | Time: 2016.79 ms [2022-04-21 15:00:04 main:581] : INFO : Epoch 1951 | loss: 0.0312124 | val_loss: 0.0312106 | Time: 2073.59 ms [2022-04-21 15:00:06 main:581] : INFO : Epoch 1952 | loss: 0.0312084 | val_loss: 0.031205 | Time: 2014.67 ms [2022-04-21 15:00:08 main:581] : INFO : Epoch 1953 | loss: 0.0312053 | val_loss: 0.0312046 | Time: 2015.19 ms [2022-04-21 15:00:10 main:581] : INFO : Epoch 1954 | loss: 0.0312053 | val_loss: 0.0312094 | Time: 2042.34 ms [2022-04-21 15:00:12 main:581] : INFO : Epoch 1955 | loss: 0.0312082 | val_loss: 0.0312044 | Time: 2022.71 ms [2022-04-21 15:00:14 main:581] : INFO : Epoch 1956 | loss: 0.0312049 | val_loss: 0.0312049 | Time: 2030.31 ms [2022-04-21 15:00:16 main:581] : INFO : Epoch 1957 | loss: 0.0312051 | val_loss: 0.0312054 | Time: 2053.51 ms [2022-04-21 15:00:18 main:581] : INFO : Epoch 1958 | loss: 0.0312042 | val_loss: 0.0312035 | Time: 2033.84 ms [2022-04-21 15:00:20 main:581] : INFO : Epoch 1959 | loss: 0.0312045 | val_loss: 0.0312035 | Time: 2060.57 ms [2022-04-21 15:00:22 main:581] : INFO : Epoch 1960 | loss: 0.0312066 | val_loss: 0.0312106 | Time: 2015.51 ms [2022-04-21 15:00:24 main:581] : INFO : Epoch 1961 | loss: 0.0312067 | val_loss: 0.0312042 | Time: 2059.53 ms [2022-04-21 15:00:26 main:581] : INFO : Epoch 1962 | loss: 0.0312046 | val_loss: 0.0312062 | Time: 2065.31 ms [2022-04-21 15:00:28 main:581] : INFO : Epoch 1963 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 2035.52 ms [2022-04-21 15:00:30 main:581] : INFO : Epoch 1964 | loss: 0.0312068 | val_loss: 0.0312031 | Time: 2001.52 ms [2022-04-21 15:00:32 main:581] : INFO : Epoch 1965 | loss: 0.0312041 | val_loss: 0.0312028 | Time: 1957.4 ms [2022-04-21 15:00:34 main:581] : INFO : Epoch 1966 | loss: 0.0312043 | val_loss: 0.0312056 | Time: 2047.99 ms [2022-04-21 15:00:36 main:581] : INFO : Epoch 1967 | loss: 0.0312066 | val_loss: 0.0312111 | Time: 2049.79 ms [2022-04-21 15:00:38 main:581] : INFO : Epoch 1968 | loss: 0.0312059 | val_loss: 0.0312039 | Time: 2075.42 ms [2022-04-21 15:00:40 main:581] : INFO : Epoch 1969 | loss: 0.0312059 | val_loss: 0.0312086 | Time: 2053.57 ms [2022-04-21 15:00:42 main:581] : INFO : Epoch 1970 | loss: 0.0312042 | val_loss: 0.0312052 | Time: 2030.65 ms [2022-04-21 15:00:44 main:581] : INFO : Epoch 1971 | loss: 0.031204 | val_loss: 0.0312083 | Time: 2060.35 ms [2022-04-21 15:00:46 main:581] : INFO : Epoch 1972 | loss: 0.0312048 | val_loss: 0.0312089 | Time: 2049.31 ms [2022-04-21 15:00:48 main:581] : INFO : Epoch 1973 | loss: 0.0312055 | val_loss: 0.0312052 | Time: 2011.5 ms [2022-04-21 15:00:50 main:581] : INFO : Epoch 1974 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 2043.02 ms [2022-04-21 15:00:52 main:581] : INFO : Epoch 1975 | loss: 0.0312022 | val_loss: 0.0312028 | Time: 1971.01 ms [2022-04-21 15:00:54 main:581] : INFO : Epoch 1976 | loss: 0.0312027 | val_loss: 0.0312036 | Time: 1969.91 ms [2022-04-21 15:00:56 main:581] : INFO : Epoch 1977 | loss: 0.0312033 | val_loss: 0.0312021 | Time: 2022.52 ms [2022-04-21 15:00:58 main:581] : INFO : Epoch 1978 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 2018.37 ms [2022-04-21 15:01:00 main:581] : INFO : Epoch 1979 | loss: 0.0312039 | val_loss: 0.031209 | Time: 2020.29 ms [2022-04-21 15:01:02 main:581] : INFO : Epoch 1980 | loss: 0.0312055 | val_loss: 0.0312048 | Time: 1979.42 ms [2022-04-21 15:01:04 main:581] : INFO : Epoch 1981 | loss: 0.0312055 | val_loss: 0.0312019 | Time: 2007.98 ms [2022-04-21 15:01:07 main:581] : INFO : Epoch 1982 | loss: 0.0312041 | val_loss: 0.0312051 | Time: 2087.67 ms [2022-04-21 15:01:09 main:581] : INFO : Epoch 1983 | loss: 0.0312026 | val_loss: 0.0312029 | Time: 1998.03 ms [2022-04-21 15:01:11 main:581] : INFO : Epoch 1984 | loss: 0.0312016 | val_loss: 0.0312027 | Time: 2012.03 ms [2022-04-21 15:01:13 main:581] : INFO : Epoch 1985 | loss: 0.0312035 | val_loss: 0.031206 | Time: 1990.18 ms [2022-04-21 15:01:15 main:581] : INFO : Epoch 1986 | loss: 0.0312018 | val_loss: 0.0312022 | Time: 2063.54 ms [2022-04-21 15:01:17 main:581] : INFO : Epoch 1987 | loss: 0.0312027 | val_loss: 0.031203 | Time: 2039.1 ms [2022-04-21 15:01:19 main:581] : INFO : Epoch 1988 | loss: 0.0312026 | val_loss: 0.0312026 | Time: 2006.68 ms [2022-04-21 15:01:21 main:581] : INFO : Epoch 1989 | loss: 0.0312018 | val_loss: 0.0312029 | Time: 2066.78 ms [2022-04-21 15:01:23 main:581] : INFO : Epoch 1990 | loss: 0.0312048 | val_loss: 0.0312077 | Time: 2050.28 ms [2022-04-21 15:01:25 main:581] : INFO : Epoch 1991 | loss: 0.0312039 | val_loss: 0.0312039 | Time: 2052.67 ms [2022-04-21 15:01:27 main:581] : INFO : Epoch 1992 | loss: 0.0312028 | val_loss: 0.0312022 | Time: 1971.11 ms [2022-04-21 15:01:29 main:581] : INFO : Epoch 1993 | loss: 0.0312027 | val_loss: 0.0312011 | Time: 1945.37 ms [2022-04-21 15:01:31 main:581] : INFO : Epoch 1994 | loss: 0.0312021 | val_loss: 0.031202 | Time: 1985.95 ms [2022-04-21 15:01:33 main:581] : INFO : Epoch 1995 | loss: 0.0312021 | val_loss: 0.0312013 | Time: 2074.46 ms [2022-04-21 15:01:35 main:581] : INFO : Epoch 1996 | loss: 0.0312018 | val_loss: 0.0312016 | Time: 1969.24 ms [2022-04-21 15:01:37 main:581] : INFO : Epoch 1997 | loss: 0.0312008 | val_loss: 0.0312017 | Time: 2051.09 ms [2022-04-21 15:01:39 main:581] : INFO : Epoch 1998 | loss: 0.0312012 | val_loss: 0.0312023 | Time: 2086.28 ms [2022-04-21 15:01:41 main:581] : INFO : Epoch 1999 | loss: 0.0312005 | val_loss: 0.031205 | Time: 1984.56 ms [2022-04-21 15:01:43 main:581] : INFO : Epoch 2000 | loss: 0.0312025 | val_loss: 0.031202 | Time: 2076.21 ms [2022-04-21 15:01:45 main:581] : INFO : Epoch 2001 | loss: 0.0312011 | val_loss: 0.0312019 | Time: 1997.63 ms [2022-04-21 15:01:47 main:581] : INFO : Epoch 2002 | loss: 0.0312031 | val_loss: 0.0312019 | Time: 1985.65 ms [2022-04-21 15:01:49 main:581] : INFO : Epoch 2003 | loss: 0.0312018 | val_loss: 0.0312019 | Time: 1960.18 ms [2022-04-21 15:01:51 main:581] : INFO : Epoch 2004 | loss: 0.0312012 | val_loss: 0.0312044 | Time: 1986.69 ms [2022-04-21 15:01:53 main:581] : INFO : Epoch 2005 | loss: 0.0312019 | val_loss: 0.0312012 | Time: 2026.12 ms [2022-04-21 15:01:55 main:581] : INFO : Epoch 2006 | loss: 0.0312009 | val_loss: 0.0312018 | Time: 1982.15 ms [2022-04-21 15:01:57 main:581] : INFO : Epoch 2007 | loss: 0.0312009 | val_loss: 0.031204 | Time: 1985.71 ms [2022-04-21 15:01:59 main:581] : INFO : Epoch 2008 | loss: 0.0312034 | val_loss: 0.0312037 | Time: 1956.64 ms [2022-04-21 15:02:01 main:581] : INFO : Epoch 2009 | loss: 0.0312056 | val_loss: 0.0312027 | Time: 2035.63 ms [2022-04-21 15:02:03 main:581] : INFO : Epoch 2010 | loss: 0.0312006 | val_loss: 0.0312031 | Time: 1967.65 ms [2022-04-21 15:02:05 main:581] : INFO : Epoch 2011 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 2002.39 ms [2022-04-21 15:02:07 main:581] : INFO : Epoch 2012 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 2101.59 ms [2022-04-21 15:02:09 main:581] : INFO : Epoch 2013 | loss: 0.0312002 | val_loss: 0.0312018 | Time: 2034.56 ms [2022-04-21 15:02:11 main:581] : INFO : Epoch 2014 | loss: 0.0312001 | val_loss: 0.0312008 | Time: 1981.05 ms [2022-04-21 15:02:13 main:581] : INFO : Epoch 2015 | loss: 0.0311998 | val_loss: 0.0312025 | Time: 2103.36 ms [2022-04-21 15:02:15 main:581] : INFO : Epoch 2016 | loss: 0.0312018 | val_loss: 0.0312055 | Time: 2058.24 ms [2022-04-21 15:02:17 main:581] : INFO : Epoch 2017 | loss: 0.0312022 | val_loss: 0.0312033 | Time: 2062.04 ms [2022-04-21 15:02:19 main:581] : INFO : Epoch 2018 | loss: 0.0312013 | val_loss: 0.0312015 | Time: 2064.75 ms [2022-04-21 15:02:21 main:581] : INFO : Epoch 2019 | loss: 0.0312038 | val_loss: 0.0312026 | Time: 2085.43 ms [2022-04-21 15:02:23 main:581] : INFO : Epoch 2020 | loss: 0.0312011 | val_loss: 0.0312032 | Time: 2065.12 ms [2022-04-21 15:02:25 main:581] : INFO : Epoch 2021 | loss: 0.0312014 | val_loss: 0.0312015 | Time: 2084.41 ms [2022-04-21 15:02:28 main:581] : INFO : Epoch 2022 | loss: 0.0312021 | val_loss: 0.031202 | Time: 2083.88 ms [2022-04-21 15:02:30 main:581] : INFO : Epoch 2023 | loss: 0.031201 | val_loss: 0.0312019 | Time: 2039.42 ms [2022-04-21 15:02:32 main:581] : INFO : Epoch 2024 | loss: 0.0312014 | val_loss: 0.0312021 | Time: 1969.43 ms [2022-04-21 15:02:34 main:581] : INFO : Epoch 2025 | loss: 0.0312009 | val_loss: 0.0312028 | Time: 2038.32 ms [2022-04-21 15:02:36 main:581] : INFO : Epoch 2026 | loss: 0.0311992 | val_loss: 0.0312044 | Time: 2032.52 ms [2022-04-21 15:02:38 main:581] : INFO : Epoch 2027 | loss: 0.0312009 | val_loss: 0.0312037 | Time: 2058.24 ms [2022-04-21 15:02:40 main:581] : INFO : Epoch 2028 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 2010.66 ms [2022-04-21 15:02:42 main:581] : INFO : Epoch 2029 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1968.68 ms [2022-04-21 15:02:44 main:581] : INFO : Epoch 2030 | loss: 0.0311998 | val_loss: 0.0312087 | Time: 1972.12 ms [2022-04-21 15:02:46 main:581] : INFO : Epoch 2031 | loss: 0.0312046 | val_loss: 0.0312067 | Time: 1982.5 ms [2022-04-21 15:02:48 main:581] : INFO : Epoch 2032 | loss: 0.0312016 | val_loss: 0.0312031 | Time: 1957.74 ms [2022-04-21 15:02:50 main:581] : INFO : Epoch 2033 | loss: 0.0311997 | val_loss: 0.0312016 | Time: 1925.26 ms [2022-04-21 15:02:52 main:581] : INFO : Epoch 2034 | loss: 0.0312008 | val_loss: 0.0312028 | Time: 2063.51 ms [2022-04-21 15:02:54 main:581] : INFO : Epoch 2035 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 2086.63 ms [2022-04-21 15:02:56 main:581] : INFO : Epoch 2036 | loss: 0.0312003 | val_loss: 0.0312043 | Time: 2040.29 ms [2022-04-21 15:02:58 main:581] : INFO : Epoch 2037 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 2018.73 ms [2022-04-21 15:03:00 main:581] : INFO : Epoch 2038 | loss: 0.0311997 | val_loss: 0.0312053 | Time: 2102.04 ms [2022-04-21 15:03:02 main:581] : INFO : Epoch 2039 | loss: 0.0312006 | val_loss: 0.0312024 | Time: 2059.98 ms [2022-04-21 15:03:04 main:581] : INFO : Epoch 2040 | loss: 0.0312023 | val_loss: 0.0312018 | Time: 2050.27 ms [2022-04-21 15:03:06 main:581] : INFO : Epoch 2041 | loss: 0.0312024 | val_loss: 0.031208 | Time: 2040.59 ms [2022-04-21 15:03:08 main:581] : INFO : Epoch 2042 | loss: 0.0312012 | val_loss: 0.0312022 | Time: 2079.7 ms [2022-04-21 15:03:10 main:581] : INFO : Epoch 2043 | loss: 0.0311994 | val_loss: 0.0312031 | Time: 2036.77 ms [2022-04-21 15:03:12 main:581] : INFO : Epoch 2044 | loss: 0.0312014 | val_loss: 0.0312029 | Time: 2067.36 ms [2022-04-21 15:03:14 main:581] : INFO : Epoch 2045 | loss: 0.0311993 | val_loss: 0.0312013 | Time: 2005.09 ms [2022-04-21 15:03:16 main:581] : INFO : Epoch 2046 | loss: 0.0312002 | val_loss: 0.0312022 | Time: 2044.57 ms [2022-04-21 15:03:18 main:581] : INFO : Epoch 2047 | loss: 0.0311999 | val_loss: 0.0312013 | Time: 2040.81 ms [2022-04-21 15:03:20 main:581] : INFO : Epoch 2048 | loss: 0.0311995 | val_loss: 0.0312042 | Time: 2006.18 ms [2022-04-21 15:03:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312042 [2022-04-21 15:03:20 main:610] : INFO : Saving end state to config to file [2022-04-21 15:03:20 main:615] : INFO : Success, exiting.. 15:03:20 (222834): 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)