Task 14553477
| Name | ParityModified-1647041385-3900-3-0_1 |
| Workunit | 10970443 |
| Created | 9 Apr 2022, 15:01:45 UTC |
| Sent | 9 Apr 2022, 15:58:29 UTC |
| Report deadline | 17 Apr 2022, 15:58:29 UTC |
| Received | 10 Apr 2022, 6:35:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 10 min 57 sec |
| CPU time | 1 hours 10 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312068 | val_loss: 0.0312072 | Time: 2021.12 ms [2022-04-10 01:17:02 main:574] : INFO : Epoch 1543 | loss: 0.0312036 | val_loss: 0.0312075 | Time: 2054.28 ms [2022-04-10 01:17:04 main:574] : INFO : Epoch 1544 | loss: 0.0312044 | val_loss: 0.0312075 | Time: 2065.17 ms [2022-04-10 01:17:07 main:574] : INFO : Epoch 1545 | loss: 0.0312027 | val_loss: 0.0312064 | Time: 2082.98 ms [2022-04-10 01:17:09 main:574] : INFO : Epoch 1546 | loss: 0.0312032 | val_loss: 0.0312069 | Time: 2074.05 ms [2022-04-10 01:17:11 main:574] : INFO : Epoch 1547 | loss: 0.0312029 | val_loss: 0.0312091 | Time: 2135.54 ms [2022-04-10 01:17:13 main:574] : INFO : Epoch 1548 | loss: 0.0312029 | val_loss: 0.0312081 | Time: 2066.98 ms [2022-04-10 01:17:15 main:574] : INFO : Epoch 1549 | loss: 0.0312044 | val_loss: 0.0312136 | Time: 2077.86 ms [2022-04-10 01:17:17 main:574] : INFO : Epoch 1550 | loss: 0.0312058 | val_loss: 0.0312105 | Time: 2168.43 ms [2022-04-10 01:17:19 main:574] : INFO : Epoch 1551 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 2108.47 ms [2022-04-10 01:17:21 main:574] : INFO : Epoch 1552 | loss: 0.0312035 | val_loss: 0.0312069 | Time: 2153.41 ms [2022-04-10 01:17:23 main:574] : INFO : Epoch 1553 | loss: 0.0312028 | val_loss: 0.0312089 | Time: 2054.8 ms [2022-04-10 01:17:26 main:574] : INFO : Epoch 1554 | loss: 0.0312032 | val_loss: 0.0312066 | Time: 2112.22 ms [2022-04-10 01:17:28 main:574] : INFO : Epoch 1555 | loss: 0.0312025 | val_loss: 0.0312059 | Time: 2039.84 ms [2022-04-10 01:17:30 main:574] : INFO : Epoch 1556 | loss: 0.0312037 | val_loss: 0.0312062 | Time: 2084.34 ms [2022-04-10 01:17:32 main:574] : INFO : Epoch 1557 | loss: 0.0312031 | val_loss: 0.0312105 | Time: 2079.86 ms [2022-04-10 01:17:34 main:574] : INFO : Epoch 1558 | loss: 0.0312034 | val_loss: 0.031208 | Time: 2033.13 ms [2022-04-10 01:17:36 main:574] : INFO : Epoch 1559 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 2167.8 ms [2022-04-10 01:17:38 main:574] : INFO : Epoch 1560 | loss: 0.0312032 | val_loss: 0.031206 | Time: 2091.14 ms [2022-04-10 01:17:40 main:574] : INFO : Epoch 1561 | loss: 0.0312029 | val_loss: 0.0312074 | Time: 2119.35 ms [2022-04-10 01:17:42 main:574] : INFO : Epoch 1562 | loss: 0.0312044 | val_loss: 0.0312124 | Time: 2062.98 ms [2022-04-10 01:17:44 main:574] : INFO : Epoch 1563 | loss: 0.0312032 | val_loss: 0.0312068 | Time: 2019.19 ms [2022-04-10 01:17:46 main:574] : INFO : Epoch 1564 | loss: 0.0312019 | val_loss: 0.0312063 | Time: 2060.87 ms [2022-04-10 01:17:48 main:574] : INFO : Epoch 1565 | loss: 0.0312034 | val_loss: 0.0312074 | Time: 2053.13 ms [2022-04-10 01:17:50 main:574] : INFO : Epoch 1566 | loss: 0.0312056 | val_loss: 0.0312091 | Time: 1987.67 ms [2022-04-10 01:17:52 main:574] : INFO : Epoch 1567 | loss: 0.0312028 | val_loss: 0.0312063 | Time: 2064.52 ms [2022-04-10 01:17:55 main:574] : INFO : Epoch 1568 | loss: 0.0312037 | val_loss: 0.0312089 | Time: 2073.32 ms [2022-04-10 01:17:57 main:574] : INFO : Epoch 1569 | loss: 0.0312031 | val_loss: 0.0312064 | Time: 2067.35 ms [2022-04-10 01:17:59 main:574] : INFO : Epoch 1570 | loss: 0.0312037 | val_loss: 0.0312054 | Time: 2037.67 ms [2022-04-10 01:18:01 main:574] : INFO : Epoch 1571 | loss: 0.031203 | val_loss: 0.0312073 | Time: 2046.84 ms [2022-04-10 01:18:03 main:574] : INFO : Epoch 1572 | loss: 0.0312029 | val_loss: 0.0312092 | Time: 2083.11 ms [2022-04-10 01:18:05 main:574] : INFO : Epoch 1573 | loss: 0.0312026 | val_loss: 0.0312066 | Time: 2068.86 ms [2022-04-10 01:18:07 main:574] : INFO : Epoch 1574 | loss: 0.0312015 | val_loss: 0.0312071 | Time: 2132.56 ms [2022-04-10 01:18:09 main:574] : INFO : Epoch 1575 | loss: 0.031203 | val_loss: 0.0312064 | Time: 2075.26 ms [2022-04-10 01:18:11 main:574] : INFO : Epoch 1576 | loss: 0.031202 | val_loss: 0.0312063 | Time: 2071.39 ms [2022-04-10 01:18:13 main:574] : INFO : Epoch 1577 | loss: 0.0312022 | val_loss: 0.0312068 | Time: 2112.06 ms [2022-04-10 01:18:15 main:574] : INFO : Epoch 1578 | loss: 0.0312048 | val_loss: 0.0312071 | Time: 2099.62 ms [2022-04-10 01:18:17 main:574] : INFO : Epoch 1579 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 2123 ms [2022-04-10 01:18:20 main:574] : INFO : Epoch 1580 | loss: 0.0312019 | val_loss: 0.0312066 | Time: 2025.7 ms [2022-04-10 01:18:22 main:574] : INFO : Epoch 1581 | loss: 0.0312027 | val_loss: 0.0312055 | Time: 2094.53 ms [2022-04-10 01:18:24 main:574] : INFO : Epoch 1582 | loss: 0.0312014 | val_loss: 0.0312059 | Time: 2062.9 ms [2022-04-10 01:18:26 main:574] : INFO : Epoch 1583 | loss: 0.0312026 | val_loss: 0.0312125 | Time: 2074.87 ms [2022-04-10 01:18:28 main:574] : INFO : Epoch 1584 | loss: 0.0312037 | val_loss: 0.0312081 | Time: 2005.39 ms [2022-04-10 01:18:30 main:574] : INFO : Epoch 1585 | loss: 0.031202 | val_loss: 0.0312063 | Time: 2029.22 ms [2022-04-10 01:18:32 main:574] : INFO : Epoch 1586 | loss: 0.0312015 | val_loss: 0.0312067 | Time: 2142.14 ms [2022-04-10 01:18:34 main:574] : INFO : Epoch 1587 | loss: 0.0312018 | val_loss: 0.0312066 | Time: 2045.08 ms [2022-04-10 01:18:36 main:574] : INFO : Epoch 1588 | loss: 0.0312018 | val_loss: 0.0312064 | Time: 2037.06 ms [2022-04-10 01:18:38 main:574] : INFO : Epoch 1589 | loss: 0.0312025 | val_loss: 0.0312061 | Time: 2009.94 ms [2022-04-10 01:18:40 main:574] : INFO : Epoch 1590 | loss: 0.031204 | val_loss: 0.0312064 | Time: 1980.76 ms [2022-04-10 01:18:42 main:574] : INFO : Epoch 1591 | loss: 0.0312023 | val_loss: 0.0312064 | Time: 2052.64 ms [2022-04-10 01:18:44 main:574] : INFO : Epoch 1592 | loss: 0.0312022 | val_loss: 0.0312069 | Time: 2026.67 ms [2022-04-10 01:18:46 main:574] : INFO : Epoch 1593 | loss: 0.0312026 | val_loss: 0.0312079 | Time: 2047.18 ms [2022-04-10 01:18:48 main:574] : INFO : Epoch 1594 | loss: 0.0312028 | val_loss: 0.0312076 | Time: 2047.78 ms [2022-04-10 01:18:50 main:574] : INFO : Epoch 1595 | loss: 0.0312037 | val_loss: 0.0312052 | Time: 2005.92 ms [2022-04-10 01:18:52 main:574] : INFO : Epoch 1596 | loss: 0.0312016 | val_loss: 0.0312066 | Time: 2098.05 ms [2022-04-10 01:18:54 main:574] : INFO : Epoch 1597 | loss: 0.031206 | val_loss: 0.0312073 | Time: 2034.18 ms [2022-04-10 01:18:56 main:574] : INFO : Epoch 1598 | loss: 0.0312021 | val_loss: 0.0312056 | Time: 2043.39 ms [2022-04-10 01:18:59 main:574] : INFO : Epoch 1599 | loss: 0.031201 | val_loss: 0.0312058 | Time: 2073.39 ms [2022-04-10 01:19:01 main:574] : INFO : Epoch 1600 | loss: 0.0312026 | val_loss: 0.0312079 | Time: 2083.78 ms [2022-04-10 01:19:03 main:574] : INFO : Epoch 1601 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 2045.63 ms [2022-04-10 01:19:05 main:574] : INFO : Epoch 1602 | loss: 0.0312014 | val_loss: 0.0312071 | Time: 2030.81 ms [2022-04-10 01:19:07 main:574] : INFO : Epoch 1603 | loss: 0.0312039 | val_loss: 0.031206 | Time: 2088.04 ms [2022-04-10 01:19:09 main:574] : INFO : Epoch 1604 | loss: 0.0312011 | val_loss: 0.0312057 | Time: 2026.87 ms [2022-04-10 01:19:11 main:574] : INFO : Epoch 1605 | loss: 0.0312008 | val_loss: 0.0312084 | Time: 2045.98 ms [2022-04-10 01:19:13 main:574] : INFO : Epoch 1606 | loss: 0.0312013 | val_loss: 0.0312054 | Time: 2035.76 ms [2022-04-10 01:19:15 main:574] : INFO : Epoch 1607 | loss: 0.0312031 | val_loss: 0.0312113 | Time: 2003.69 ms [2022-04-10 01:19:17 main:574] : INFO : Epoch 1608 | loss: 0.0312055 | val_loss: 0.0312069 | Time: 2030.03 ms [2022-04-10 01:19:19 main:574] : INFO : Epoch 1609 | loss: 0.0312029 | val_loss: 0.0312086 | Time: 2022.79 ms [2022-04-10 01:19:21 main:574] : INFO : Epoch 1610 | loss: 0.0312047 | val_loss: 0.0312077 | Time: 2048.03 ms [2022-04-10 01:19:23 main:574] : INFO : Epoch 1611 | loss: 0.0312036 | val_loss: 0.0312084 | Time: 2062.61 ms [2022-04-10 01:19:25 main:574] : INFO : Epoch 1612 | loss: 0.0312016 | val_loss: 0.0312057 | Time: 2085.15 ms [2022-04-10 01:19:27 main:574] : INFO : Epoch 1613 | loss: 0.0312009 | val_loss: 0.0312056 | Time: 2074.78 ms [2022-04-10 01:19:29 main:574] : INFO : Epoch 1614 | loss: 0.0312017 | val_loss: 0.0312073 | Time: 2045.06 ms [2022-04-10 01:19:31 main:574] : INFO : Epoch 1615 | loss: 0.0312027 | val_loss: 0.0312118 | Time: 2064.76 ms [2022-04-10 01:19:33 main:574] : INFO : Epoch 1616 | loss: 0.0312034 | val_loss: 0.0312055 | Time: 2021.53 ms [2022-04-10 01:19:36 main:574] : INFO : Epoch 1617 | loss: 0.0312009 | val_loss: 0.0312078 | Time: 2116.35 ms [2022-04-10 01:19:38 main:574] : INFO : Epoch 1618 | loss: 0.0312015 | val_loss: 0.0312085 | Time: 2129.59 ms [2022-04-10 01:19:40 main:574] : INFO : Epoch 1619 | loss: 0.0312013 | val_loss: 0.0312052 | Time: 2083.01 ms [2022-04-10 01:19:42 main:574] : INFO : Epoch 1620 | loss: 0.0312008 | val_loss: 0.031205 | Time: 2087.63 ms [2022-04-10 01:19:44 main:574] : INFO : Epoch 1621 | loss: 0.0312012 | val_loss: 0.0312068 | Time: 2069.85 ms [2022-04-10 01:19:46 main:574] : INFO : Epoch 1622 | loss: 0.031201 | val_loss: 0.0312087 | Time: 2142.31 ms [2022-04-10 01:19:48 main:574] : INFO : Epoch 1623 | loss: 0.0312012 | val_loss: 0.0312057 | Time: 2084.75 ms [2022-04-10 01:19:50 main:574] : INFO : Epoch 1624 | loss: 0.0312008 | val_loss: 0.0312111 | Time: 2055.53 ms [2022-04-10 01:19:52 main:574] : INFO : Epoch 1625 | loss: 0.0312012 | val_loss: 0.0312054 | Time: 2008.38 ms [2022-04-10 01:19:54 main:574] : INFO : Epoch 1626 | loss: 0.0312012 | val_loss: 0.0312078 | Time: 2038.75 ms [2022-04-10 01:19:56 main:574] : INFO : Epoch 1627 | loss: 0.0312011 | val_loss: 0.0312088 | Time: 2083.05 ms [2022-04-10 01:19:58 main:574] : INFO : Epoch 1628 | loss: 0.0312048 | val_loss: 0.0312079 | Time: 2082.42 ms [2022-04-10 01:20:01 main:574] : INFO : Epoch 1629 | loss: 0.0312024 | val_loss: 0.031206 | Time: 2096.81 ms [2022-04-10 01:20:03 main:574] : INFO : Epoch 1630 | loss: 0.031202 | val_loss: 0.0312057 | Time: 2095.5 ms [2022-04-10 01:20:05 main:574] : INFO : Epoch 1631 | loss: 0.0312044 | val_loss: 0.0312055 | Time: 2053.01 ms [2022-04-10 01:20:07 main:574] : INFO : Epoch 1632 | loss: 0.0312019 | val_loss: 0.0312072 | Time: 2184.34 ms [2022-04-10 01:20:09 main:574] : INFO : Epoch 1633 | loss: 0.0312013 | val_loss: 0.031205 | Time: 2040.31 ms [2022-04-10 01:20:11 main:574] : INFO : Epoch 1634 | loss: 0.0312028 | val_loss: 0.0312059 | Time: 2008.61 ms [2022-04-10 01:20:13 main:574] : INFO : Epoch 1635 | loss: 0.0312018 | val_loss: 0.0312058 | Time: 2072.72 ms [2022-04-10 01:20:15 main:574] : INFO : Epoch 1636 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 2058.18 ms [2022-04-10 01:20:17 main:574] : INFO : Epoch 1637 | loss: 0.0312006 | val_loss: 0.0312052 | Time: 2052.36 ms [2022-04-10 01:20:19 main:574] : INFO : Epoch 1638 | loss: 0.0312003 | val_loss: 0.0312055 | Time: 2010.34 ms [2022-04-10 01:20:21 main:574] : INFO : Epoch 1639 | loss: 0.0312012 | val_loss: 0.0312049 | Time: 2092.9 ms [2022-04-10 01:20:23 main:574] : INFO : Epoch 1640 | loss: 0.0312006 | val_loss: 0.0312098 | Time: 2062.01 ms [2022-04-10 01:20:25 main:574] : INFO : Epoch 1641 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 2078.48 ms [2022-04-10 01:20:27 main:574] : INFO : Epoch 1642 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2061.54 ms [2022-04-10 01:20:30 main:574] : INFO : Epoch 1643 | loss: 0.0312009 | val_loss: 0.0312064 | Time: 2048.68 ms [2022-04-10 01:20:32 main:574] : INFO : Epoch 1644 | loss: 0.0312025 | val_loss: 0.0312058 | Time: 1986.67 ms [2022-04-10 01:20:34 main:574] : INFO : Epoch 1645 | loss: 0.031201 | val_loss: 0.0312066 | Time: 2031.68 ms [2022-04-10 01:20:36 main:574] : INFO : Epoch 1646 | loss: 0.0312037 | val_loss: 0.0312126 | Time: 2151.81 ms [2022-04-10 01:20:38 main:574] : INFO : Epoch 1647 | loss: 0.0312038 | val_loss: 0.031209 | Time: 2194.16 ms [2022-04-10 01:20:40 main:574] : INFO : Epoch 1648 | loss: 0.0312031 | val_loss: 0.0312057 | Time: 2049.41 ms [2022-04-10 01:20:42 main:574] : INFO : Epoch 1649 | loss: 0.0312006 | val_loss: 0.0312086 | Time: 2033.5 ms [2022-04-10 01:20:44 main:574] : INFO : Epoch 1650 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 2056.02 ms [2022-04-10 01:20:46 main:574] : INFO : Epoch 1651 | loss: 0.0312026 | val_loss: 0.0312082 | Time: 2105.21 ms [2022-04-10 01:20:48 main:574] : INFO : Epoch 1652 | loss: 0.0312002 | val_loss: 0.031205 | Time: 2046.56 ms [2022-04-10 01:20:50 main:574] : INFO : Epoch 1653 | loss: 0.0312009 | val_loss: 0.0312095 | Time: 2122.68 ms [2022-04-10 01:20:52 main:574] : INFO : Epoch 1654 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 2100.34 ms [2022-04-10 01:20:55 main:574] : INFO : Epoch 1655 | loss: 0.031202 | val_loss: 0.0312076 | Time: 2053.62 ms [2022-04-10 01:20:57 main:574] : INFO : Epoch 1656 | loss: 0.0312037 | val_loss: 0.0312101 | Time: 2048.11 ms [2022-04-10 01:20:59 main:574] : INFO : Epoch 1657 | loss: 0.0312019 | val_loss: 0.0312059 | Time: 2067.48 ms [2022-04-10 01:21:01 main:574] : INFO : Epoch 1658 | loss: 0.0312004 | val_loss: 0.0312047 | Time: 2059.81 ms [2022-04-10 01:21:03 main:574] : INFO : Epoch 1659 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 2135.02 ms [2022-04-10 01:21:05 main:574] : INFO : Epoch 1660 | loss: 0.0312002 | val_loss: 0.0312062 | Time: 2029.2 ms [2022-04-10 01:21:07 main:574] : INFO : Epoch 1661 | loss: 0.0312007 | val_loss: 0.0312064 | Time: 2132.28 ms [2022-04-10 01:21:09 main:574] : INFO : Epoch 1662 | loss: 0.0312 | val_loss: 0.0312058 | Time: 1994.84 ms [2022-04-10 01:21:11 main:574] : INFO : Epoch 1663 | loss: 0.0312001 | val_loss: 0.0312084 | Time: 2004.41 ms [2022-04-10 01:21:13 main:574] : INFO : Epoch 1664 | loss: 0.0312013 | val_loss: 0.0312064 | Time: 2051.45 ms [2022-04-10 01:21:15 main:574] : INFO : Epoch 1665 | loss: 0.0312005 | val_loss: 0.0312049 | Time: 2087.77 ms [2022-04-10 01:21:17 main:574] : INFO : Epoch 1666 | loss: 0.0312001 | val_loss: 0.0312083 | Time: 2098.57 ms [2022-04-10 01:21:19 main:574] : INFO : Epoch 1667 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 1997.01 ms [2022-04-10 01:21:21 main:574] : INFO : Epoch 1668 | loss: 0.0312014 | val_loss: 0.0312069 | Time: 2035.78 ms [2022-04-10 01:21:23 main:574] : INFO : Epoch 1669 | loss: 0.0312002 | val_loss: 0.0312045 | Time: 2119.55 ms [2022-04-10 01:21:25 main:574] : INFO : Epoch 1670 | loss: 0.0311999 | val_loss: 0.0312049 | Time: 2023.45 ms [2022-04-10 01:21:28 main:574] : INFO : Epoch 1671 | loss: 0.0312018 | val_loss: 0.0312048 | Time: 2089.43 ms [2022-04-10 01:21:30 main:574] : INFO : Epoch 1672 | loss: 0.0312002 | val_loss: 0.03121 | Time: 2035.32 ms [2022-04-10 01:21:32 main:574] : INFO : Epoch 1673 | loss: 0.0312017 | val_loss: 0.031205 | Time: 2095.48 ms [2022-04-10 01:21:34 main:574] : INFO : Epoch 1674 | loss: 0.0312004 | val_loss: 0.0312075 | Time: 2083.84 ms [2022-04-10 01:21:36 main:574] : INFO : Epoch 1675 | loss: 0.031201 | val_loss: 0.0312064 | Time: 2090.58 ms [2022-04-10 01:21:38 main:574] : INFO : Epoch 1676 | loss: 0.0312005 | val_loss: 0.0312083 | Time: 2059.98 ms [2022-04-10 01:21:40 main:574] : INFO : Epoch 1677 | loss: 0.0312006 | val_loss: 0.0312055 | Time: 2025.44 ms [2022-04-10 01:21:42 main:574] : INFO : Epoch 1678 | loss: 0.0312001 | val_loss: 0.031205 | Time: 2084.91 ms [2022-04-10 01:21:44 main:574] : INFO : Epoch 1679 | loss: 0.0311994 | val_loss: 0.0312064 | Time: 2072.58 ms [2022-04-10 01:21:46 main:574] : INFO : Epoch 1680 | loss: 0.0312023 | val_loss: 0.0312093 | Time: 2012.17 ms [2022-04-10 01:21:48 main:574] : INFO : Epoch 1681 | loss: 0.0312065 | val_loss: 0.0312092 | Time: 2026.58 ms [2022-04-10 01:21:50 main:574] : INFO : Epoch 1682 | loss: 0.031212 | val_loss: 0.031212 | Time: 2060.41 ms [2022-04-10 01:21:52 main:574] : INFO : Epoch 1683 | loss: 0.0312117 | val_loss: 0.0312077 | Time: 2117.82 ms [2022-04-10 01:21:54 main:574] : INFO : Epoch 1684 | loss: 0.0312031 | val_loss: 0.0312097 | Time: 2089.61 ms [2022-04-10 01:21:57 main:574] : INFO : Epoch 1685 | loss: 0.0312023 | val_loss: 0.0312083 | Time: 2067.69 ms [2022-04-10 01:21:59 main:574] : INFO : Epoch 1686 | loss: 0.0312007 | val_loss: 0.0312082 | Time: 2078.54 ms [2022-04-10 01:22:01 main:574] : INFO : Epoch 1687 | loss: 0.0312005 | val_loss: 0.0312067 | Time: 2255.98 ms [2022-04-10 01:22:03 main:574] : INFO : Epoch 1688 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 2097.62 ms [2022-04-10 01:22:05 main:574] : INFO : Epoch 1689 | loss: 0.0312009 | val_loss: 0.0312068 | Time: 2015.72 ms [2022-04-10 01:22:07 main:574] : INFO : Epoch 1690 | loss: 0.0312005 | val_loss: 0.0312073 | Time: 2079.34 ms [2022-04-10 01:22:09 main:574] : INFO : Epoch 1691 | loss: 0.0312015 | val_loss: 0.031209 | Time: 2071.84 ms [2022-04-10 01:22:11 main:574] : INFO : Epoch 1692 | loss: 0.0312006 | val_loss: 0.0312087 | Time: 2030.8 ms [2022-04-10 01:22:13 main:574] : INFO : Epoch 1693 | loss: 0.0312005 | val_loss: 0.0312056 | Time: 2088.55 ms [2022-04-10 01:22:15 main:574] : INFO : Epoch 1694 | loss: 0.0312006 | val_loss: 0.0312053 | Time: 2022.45 ms [2022-04-10 01:22:17 main:574] : INFO : Epoch 1695 | loss: 0.0311997 | val_loss: 0.0312095 | Time: 2070.07 ms [2022-04-10 01:22:19 main:574] : INFO : Epoch 1696 | loss: 0.0312004 | val_loss: 0.0312062 | Time: 2090.79 ms [2022-04-10 01:22:22 main:574] : INFO : Epoch 1697 | loss: 0.0312002 | val_loss: 0.0312047 | Time: 2066.33 ms [2022-04-10 01:22:24 main:574] : INFO : Epoch 1698 | loss: 0.0312 | val_loss: 0.0312059 | Time: 2118.23 ms [2022-04-10 01:22:26 main:574] : INFO : Epoch 1699 | loss: 0.0312 | val_loss: 0.0312066 | Time: 2026.76 ms [2022-04-10 01:22:28 main:574] : INFO : Epoch 1700 | loss: 0.0311998 | val_loss: 0.031205 | Time: 2017.94 ms [2022-04-10 01:22:30 main:574] : INFO : Epoch 1701 | loss: 0.0311996 | val_loss: 0.031205 | Time: 2039.87 ms [2022-04-10 01:22:32 main:574] : INFO : Epoch 1702 | loss: 0.0311992 | val_loss: 0.0312045 | Time: 2033.4 ms [2022-04-10 01:22:34 main:574] : INFO : Epoch 1703 | loss: 0.0312003 | val_loss: 0.0312047 | Time: 2101.98 ms [2022-04-10 01:22:36 main:574] : INFO : Epoch 1704 | loss: 0.031199 | val_loss: 0.0312066 | Time: 2044.38 ms [2022-04-10 01:22:38 main:574] : INFO : Epoch 1705 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 2080.39 ms [2022-04-10 01:22:40 main:574] : INFO : Epoch 1706 | loss: 0.0312005 | val_loss: 0.0312072 | Time: 2011.65 ms [2022-04-10 01:22:42 main:574] : INFO : Epoch 1707 | loss: 0.0312008 | val_loss: 0.0312077 | Time: 2045.94 ms [2022-04-10 01:22:44 main:574] : INFO : Epoch 1708 | loss: 0.0311996 | val_loss: 0.0312055 | Time: 2061.62 ms [2022-04-10 01:22:46 main:574] : INFO : Epoch 1709 | loss: 0.031202 | val_loss: 0.0312061 | Time: 2017.04 ms [2022-04-10 01:22:48 main:574] : INFO : Epoch 1710 | loss: 0.0312033 | val_loss: 0.0312062 | Time: 2103.39 ms [2022-04-10 01:22:50 main:574] : INFO : Epoch 1711 | loss: 0.0312005 | val_loss: 0.0312066 | Time: 2039.01 ms [2022-04-10 01:22:52 main:574] : INFO : Epoch 1712 | loss: 0.031201 | val_loss: 0.0312064 | Time: 2074.87 ms [2022-04-10 01:22:55 main:574] : INFO : Epoch 1713 | loss: 0.0312013 | val_loss: 0.0312064 | Time: 2087.61 ms [2022-04-10 01:22:57 main:574] : INFO : Epoch 1714 | loss: 0.0312007 | val_loss: 0.031206 | Time: 2040.42 ms [2022-04-10 01:22:59 main:574] : INFO : Epoch 1715 | loss: 0.0312002 | val_loss: 0.0312076 | Time: 2119.57 ms [2022-04-10 01:23:01 main:574] : INFO : Epoch 1716 | loss: 0.0312006 | val_loss: 0.0312068 | Time: 2140.39 ms [2022-04-10 01:23:03 main:574] : INFO : Epoch 1717 | loss: 0.0312012 | val_loss: 0.0312073 | Time: 2015.07 ms [2022-04-10 01:23:05 main:574] : INFO : Epoch 1718 | loss: 0.0312029 | val_loss: 0.0312098 | Time: 2018.05 ms [2022-04-10 01:23:07 main:574] : INFO : Epoch 1719 | loss: 0.0312006 | val_loss: 0.0312094 | Time: 2034.21 ms [2022-04-10 01:23:09 main:574] : INFO : Epoch 1720 | loss: 0.0312017 | val_loss: 0.0312061 | Time: 2134.48 ms [2022-04-10 01:23:11 main:574] : INFO : Epoch 1721 | loss: 0.0311994 | val_loss: 0.0312056 | Time: 2014.09 ms [2022-04-10 01:23:13 main:574] : INFO : Epoch 1722 | loss: 0.0311993 | val_loss: 0.0312057 | Time: 2066.38 ms [2022-04-10 01:23:15 main:574] : INFO : Epoch 1723 | loss: 0.0312002 | val_loss: 0.0312065 | Time: 2060.98 ms [2022-04-10 01:23:17 main:574] : INFO : Epoch 1724 | loss: 0.0311999 | val_loss: 0.0312055 | Time: 2089.23 ms [2022-04-10 01:23:19 main:574] : INFO : Epoch 1725 | loss: 0.0312 | val_loss: 0.0312082 | Time: 2075.81 ms [2022-04-10 01:23:22 main:574] : INFO : Epoch 1726 | loss: 0.0312 | val_loss: 0.0312054 | Time: 2137.9 ms [2022-04-10 01:23:24 main:574] : INFO : Epoch 1727 | loss: 0.0312003 | val_loss: 0.0312188 | Time: 2062.62 ms [2022-04-10 01:23:26 main:574] : INFO : Epoch 1728 | loss: 0.0312043 | val_loss: 0.031206 | Time: 1999.93 ms [2022-04-10 01:23:28 main:574] : INFO : Epoch 1729 | loss: 0.0354204 | val_loss: 0.0331851 | Time: 2094.3 ms [2022-04-10 01:23:30 main:574] : INFO : Epoch 1730 | loss: 0.0337104 | val_loss: 0.0313802 | Time: 2093.12 ms [2022-04-10 01:23:32 main:574] : INFO : Epoch 1731 | loss: 0.031517 | val_loss: 0.0312981 | Time: 2081.89 ms [2022-04-10 01:23:34 main:574] : INFO : Epoch 1732 | loss: 0.0312785 | val_loss: 0.0312503 | Time: 2056 ms [2022-04-10 01:23:36 main:574] : INFO : Epoch 1733 | loss: 0.0312416 | val_loss: 0.0312351 | Time: 2054.27 ms [2022-04-10 01:23:38 main:574] : INFO : Epoch 1734 | loss: 0.0312321 | val_loss: 0.0312301 | Time: 2042.59 ms [2022-04-10 01:23:40 main:574] : INFO : Epoch 1735 | loss: 0.0312279 | val_loss: 0.0312272 | Time: 2128.24 ms [2022-04-10 01:23:42 main:574] : INFO : Epoch 1736 | loss: 0.0312254 | val_loss: 0.0312251 | Time: 2038.51 ms [2022-04-10 01:23:44 main:574] : INFO : Epoch 1737 | loss: 0.0312227 | val_loss: 0.0312227 | Time: 2142.63 ms [2022-04-10 01:23:46 main:574] : INFO : Epoch 1738 | loss: 0.0312207 | val_loss: 0.0312208 | Time: 2044.84 ms [2022-04-10 01:23:49 main:574] : INFO : Epoch 1739 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 2096.92 ms [2022-04-10 01:23:51 main:574] : INFO : Epoch 1740 | loss: 0.0312176 | val_loss: 0.0312179 | Time: 2084.77 ms [2022-04-10 01:23:53 main:574] : INFO : Epoch 1741 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 2074.93 ms [2022-04-10 01:23:55 main:574] : INFO : Epoch 1742 | loss: 0.0312149 | val_loss: 0.0312148 | Time: 2066.04 ms [2022-04-10 01:23:57 main:574] : INFO : Epoch 1743 | loss: 0.0312136 | val_loss: 0.0312144 | Time: 2060.4 ms [2022-04-10 01:23:59 main:574] : INFO : Epoch 1744 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 2029.27 ms [2022-04-10 01:24:01 main:574] : INFO : Epoch 1745 | loss: 0.0312126 | val_loss: 0.0312129 | Time: 2075.42 ms [2022-04-10 01:24:03 main:574] : INFO : Epoch 1746 | loss: 0.0312116 | val_loss: 0.0312126 | Time: 2095.49 ms [2022-04-10 01:24:05 main:574] : INFO : Epoch 1747 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 2139.39 ms [2022-04-10 01:24:07 main:574] : INFO : Epoch 1748 | loss: 0.0312105 | val_loss: 0.0312113 | Time: 2108.32 ms [2022-04-10 01:24:09 main:574] : INFO : Epoch 1749 | loss: 0.0312099 | val_loss: 0.0312102 | Time: 2074.28 ms [2022-04-10 01:24:12 main:574] : INFO : Epoch 1750 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 2136.03 ms [2022-04-10 01:24:14 main:574] : INFO : Epoch 1751 | loss: 0.031208 | val_loss: 0.0312093 | Time: 2015.02 ms [2022-04-10 01:24:16 main:574] : INFO : Epoch 1752 | loss: 0.0312079 | val_loss: 0.0312096 | Time: 2039.79 ms [2022-04-10 01:24:18 main:574] : INFO : Epoch 1753 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 2048.53 ms [2022-04-10 01:24:20 main:574] : INFO : Epoch 1754 | loss: 0.0312067 | val_loss: 0.0312084 | Time: 2069.53 ms [2022-04-10 01:24:22 main:574] : INFO : Epoch 1755 | loss: 0.0312071 | val_loss: 0.0312081 | Time: 2068.7 ms [2022-04-10 01:24:24 main:574] : INFO : Epoch 1756 | loss: 0.0312063 | val_loss: 0.031208 | Time: 2039.47 ms [2022-04-10 01:24:26 main:574] : INFO : Epoch 1757 | loss: 0.0312062 | val_loss: 0.0312086 | Time: 2101.35 ms [2022-04-10 01:24:28 main:574] : INFO : Epoch 1758 | loss: 0.0312059 | val_loss: 0.0312078 | Time: 2042.04 ms [2022-04-10 01:24:30 main:574] : INFO : Epoch 1759 | loss: 0.0312056 | val_loss: 0.0312074 | Time: 2071.46 ms [2022-04-10 01:24:32 main:574] : INFO : Epoch 1760 | loss: 0.0312056 | val_loss: 0.0312072 | Time: 2055.63 ms [2022-04-10 01:24:34 main:574] : INFO : Epoch 1761 | loss: 0.0312052 | val_loss: 0.0312072 | Time: 2019.12 ms [2022-04-10 01:24:36 main:574] : INFO : Epoch 1762 | loss: 0.0312051 | val_loss: 0.031207 | Time: 2052.86 ms [2022-04-10 01:24:38 main:574] : INFO : Epoch 1763 | loss: 0.0312054 | val_loss: 0.0312071 | Time: 2124.55 ms [2022-04-10 01:24:40 main:574] : INFO : Epoch 1764 | loss: 0.031205 | val_loss: 0.0312067 | Time: 2084.32 ms [2022-04-10 01:24:43 main:574] : INFO : Epoch 1765 | loss: 0.0312049 | val_loss: 0.0312067 | Time: 2069.35 ms [2022-04-10 01:24:45 main:574] : INFO : Epoch 1766 | loss: 0.0312054 | val_loss: 0.0312068 | Time: 2055.96 ms [2022-04-10 01:24:47 main:574] : INFO : Epoch 1767 | loss: 0.0312051 | val_loss: 0.0312077 | Time: 2051.93 ms [2022-04-10 01:24:49 main:574] : INFO : Epoch 1768 | loss: 0.031205 | val_loss: 0.0312066 | Time: 2090.91 ms [2022-04-10 01:24:51 main:574] : INFO : Epoch 1769 | loss: 0.0312048 | val_loss: 0.0312066 | Time: 2110.48 ms [2022-04-10 01:24:53 main:574] : INFO : Epoch 1770 | loss: 0.0312052 | val_loss: 0.0312067 | Time: 2094.19 ms [2022-04-10 01:24:55 main:574] : INFO : Epoch 1771 | loss: 0.0312048 | val_loss: 0.0312066 | Time: 2065.26 ms [2022-04-10 01:24:57 main:574] : INFO : Epoch 1772 | loss: 0.0312047 | val_loss: 0.0312065 | Time: 2066.34 ms [2022-04-10 01:24:59 main:574] : INFO : Epoch 1773 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 2093.53 ms [2022-04-10 01:25:01 main:574] : INFO : Epoch 1774 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 2031.68 ms [2022-04-10 01:25:03 main:574] : INFO : Epoch 1775 | loss: 0.0312047 | val_loss: 0.0312063 | Time: 2012.81 ms [2022-04-10 01:25:05 main:574] : INFO : Epoch 1776 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 2045.48 ms [2022-04-10 01:25:07 main:574] : INFO : Epoch 1777 | loss: 0.031204 | val_loss: 0.0312065 | Time: 2079.51 ms [2022-04-10 01:25:09 main:574] : INFO : Epoch 1778 | loss: 0.031204 | val_loss: 0.0312068 | Time: 2075.89 ms [2022-04-10 01:25:12 main:574] : INFO : Epoch 1779 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 2088.36 ms [2022-04-10 01:25:14 main:574] : INFO : Epoch 1780 | loss: 0.0312045 | val_loss: 0.0312077 | Time: 2085.46 ms [2022-04-10 01:25:16 main:574] : INFO : Epoch 1781 | loss: 0.0312044 | val_loss: 0.0312063 | Time: 2047.87 ms [2022-04-10 01:25:18 main:574] : INFO : Epoch 1782 | loss: 0.0312039 | val_loss: 0.031206 | Time: 2047.64 ms [2022-04-10 01:25:20 main:574] : INFO : Epoch 1783 | loss: 0.0312036 | val_loss: 0.031206 | Time: 2105.36 ms [2022-04-10 01:25:22 main:574] : INFO : Epoch 1784 | loss: 0.0312041 | val_loss: 0.0312058 | Time: 2107.92 ms [2022-04-10 01:25:24 main:574] : INFO : Epoch 1785 | loss: 0.0312035 | val_loss: 0.0312063 | Time: 2028.76 ms [2022-04-10 01:25:26 main:574] : INFO : Epoch 1786 | loss: 0.0312038 | val_loss: 0.0312058 | Time: 2049.53 ms [2022-04-10 01:25:28 main:574] : INFO : Epoch 1787 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 2054.27 ms [2022-04-10 01:25:30 main:574] : INFO : Epoch 1788 | loss: 0.0312035 | val_loss: 0.0312061 | Time: 2079.23 ms [2022-04-10 01:25:32 main:574] : INFO : Epoch 1789 | loss: 0.0312039 | val_loss: 0.0312067 | Time: 2172.71 ms [2022-04-10 01:25:35 main:574] : INFO : Epoch 1790 | loss: 0.0312036 | val_loss: 0.0312057 | Time: 2157.57 ms [2022-04-10 01:25:37 main:574] : INFO : Epoch 1791 | loss: 0.031203 | val_loss: 0.0312053 | Time: 2074.19 ms [2022-04-10 01:25:39 main:574] : INFO : Epoch 1792 | loss: 0.0312028 | val_loss: 0.031206 | Time: 2097.97 ms [2022-04-10 01:25:41 main:574] : INFO : Epoch 1793 | loss: 0.0312033 | val_loss: 0.0312056 | Time: 2129.93 ms [2022-04-10 01:25:43 main:574] : INFO : Epoch 1794 | loss: 0.0312034 | val_loss: 0.0312054 | Time: 2048.51 ms [2022-04-10 01:25:45 main:574] : INFO : Epoch 1795 | loss: 0.0312035 | val_loss: 0.031206 | Time: 2048.58 ms [2022-04-10 01:25:47 main:574] : INFO : Epoch 1796 | loss: 0.0312025 | val_loss: 0.031205 | Time: 2001.31 ms [2022-04-10 01:25:49 main:574] : INFO : Epoch 1797 | loss: 0.0312036 | val_loss: 0.031206 | Time: 2065.41 ms [2022-04-10 01:25:51 main:574] : INFO : Epoch 1798 | loss: 0.0312027 | val_loss: 0.0312049 | Time: 2118.84 ms [2022-04-10 01:25:53 main:574] : INFO : Epoch 1799 | loss: 0.0312024 | val_loss: 0.0312049 | Time: 2057.72 ms [2022-04-10 01:25:55 main:574] : INFO : Epoch 1800 | loss: 0.031202 | val_loss: 0.031205 | Time: 2042.19 ms [2022-04-10 01:25:57 main:574] : INFO : Epoch 1801 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 2092.22 ms [2022-04-10 01:25:59 main:574] : INFO : Epoch 1802 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 2050.23 ms [2022-04-10 01:26:02 main:574] : INFO : Epoch 1803 | loss: 0.0312019 | val_loss: 0.031205 | Time: 2123.25 ms [2022-04-10 01:26:04 main:574] : INFO : Epoch 1804 | loss: 0.0312024 | val_loss: 0.0312045 | Time: 2020.43 ms [2022-04-10 01:26:06 main:574] : INFO : Epoch 1805 | loss: 0.0312021 | val_loss: 0.0312043 | Time: 1979.83 ms [2022-04-10 01:26:08 main:574] : INFO : Epoch 1806 | loss: 0.0312016 | val_loss: 0.0312044 | Time: 1995.96 ms [2022-04-10 01:26:10 main:574] : INFO : Epoch 1807 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 2056.24 ms [2022-04-10 01:26:12 main:574] : INFO : Epoch 1808 | loss: 0.0312014 | val_loss: 0.0312042 | Time: 2100.01 ms [2022-04-10 01:26:14 main:574] : INFO : Epoch 1809 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 2147.26 ms [2022-04-10 01:26:16 main:574] : INFO : Epoch 1810 | loss: 0.0312014 | val_loss: 0.031204 | Time: 2090.68 ms [2022-04-10 01:26:18 main:574] : INFO : Epoch 1811 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 2117.41 ms [2022-04-10 01:26:20 main:574] : INFO : Epoch 1812 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 2059.67 ms [2022-04-10 01:26:22 main:574] : INFO : Epoch 1813 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 2037.52 ms [2022-04-10 01:26:24 main:574] : INFO : Epoch 1814 | loss: 0.0312013 | val_loss: 0.0312063 | Time: 2025.25 ms [2022-04-10 01:26:26 main:574] : INFO : Epoch 1815 | loss: 0.0312024 | val_loss: 0.031204 | Time: 2028.44 ms [2022-04-10 01:26:28 main:574] : INFO : Epoch 1816 | loss: 0.031203 | val_loss: 0.0312042 | Time: 2048.26 ms [2022-04-10 01:26:30 main:574] : INFO : Epoch 1817 | loss: 0.0312012 | val_loss: 0.0312043 | Time: 2046.43 ms [2022-04-10 01:26:32 main:574] : INFO : Epoch 1818 | loss: 0.0312031 | val_loss: 0.0312052 | Time: 2029.69 ms [2022-04-10 01:26:34 main:574] : INFO : Epoch 1819 | loss: 0.0312035 | val_loss: 0.0312057 | Time: 2033.85 ms [2022-04-10 01:26:37 main:574] : INFO : Epoch 1820 | loss: 0.0312026 | val_loss: 0.0312043 | Time: 2123.09 ms [2022-04-10 01:26:39 main:574] : INFO : Epoch 1821 | loss: 0.031202 | val_loss: 0.0312043 | Time: 2083.93 ms [2022-04-10 01:26:41 main:574] : INFO : Epoch 1822 | loss: 0.0312017 | val_loss: 0.0312043 | Time: 2073.23 ms [2022-04-10 01:26:43 main:574] : INFO : Epoch 1823 | loss: 0.0312029 | val_loss: 0.0312049 | Time: 2014.09 ms [2022-04-10 01:26:45 main:574] : INFO : Epoch 1824 | loss: 0.0312023 | val_loss: 0.0312037 | Time: 2079.43 ms [2022-04-10 01:26:47 main:574] : INFO : Epoch 1825 | loss: 0.0312013 | val_loss: 0.0312042 | Time: 2072.98 ms [2022-04-10 01:26:49 main:574] : INFO : Epoch 1826 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 2107.29 ms [2022-04-10 01:26:51 main:574] : INFO : Epoch 1827 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 2086.11 ms [2022-04-10 01:26:53 main:574] : INFO : Epoch 1828 | loss: 0.0312017 | val_loss: 0.0312054 | Time: 2149.03 ms [2022-04-10 01:26:56 main:574] : INFO : Epoch 1829 | loss: 0.0312013 | val_loss: 0.0312041 | Time: 2273.64 ms [2022-04-10 01:26:58 main:574] : INFO : Epoch 1830 | loss: 0.0312013 | val_loss: 0.0312043 | Time: 2046.4 ms [2022-04-10 01:27:00 main:574] : INFO : Epoch 1831 | loss: 0.0312011 | val_loss: 0.0312081 | Time: 2054.73 ms [2022-04-10 01:27:02 main:574] : INFO : Epoch 1832 | loss: 0.0312013 | val_loss: 0.0312039 | Time: 2059.07 ms [2022-04-10 01:27:04 main:574] : INFO : Epoch 1833 | loss: 0.031201 | val_loss: 0.0312051 | Time: 2099.31 ms [2022-04-10 01:27:06 main:574] : INFO : Epoch 1834 | loss: 0.0312011 | val_loss: 0.0312062 | Time: 1997.33 ms [2022-04-10 01:27:08 main:574] : INFO : Epoch 1835 | loss: 0.0312016 | val_loss: 0.031206 | Time: 2041.03 ms [2022-04-10 01:27:10 main:574] : INFO : Epoch 1836 | loss: 0.0312011 | val_loss: 0.031204 | Time: 2052.35 ms [2022-04-10 01:27:12 main:574] : INFO : Epoch 1837 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 2060.25 ms [2022-04-10 01:27:14 main:574] : INFO : Epoch 1838 | loss: 0.0312012 | val_loss: 0.0312056 | Time: 2029.51 ms [2022-04-10 01:27:16 main:574] : INFO : Epoch 1839 | loss: 0.0312019 | val_loss: 0.0312047 | Time: 2041.68 ms [2022-04-10 01:27:18 main:574] : INFO : Epoch 1840 | loss: 0.0312015 | val_loss: 0.0312038 | Time: 2067.53 ms [2022-04-10 01:27:20 main:574] : INFO : Epoch 1841 | loss: 0.0312014 | val_loss: 0.0312048 | Time: 2065.74 ms [2022-04-10 01:27:22 main:574] : INFO : Epoch 1842 | loss: 0.0312017 | val_loss: 0.0312041 | Time: 2060.34 ms [2022-04-10 01:27:24 main:574] : INFO : Epoch 1843 | loss: 0.0312025 | val_loss: 0.0312061 | Time: 2061.92 ms [2022-04-10 01:27:26 main:574] : INFO : Epoch 1844 | loss: 0.0312011 | val_loss: 0.031204 | Time: 2079.78 ms [2022-04-10 01:27:29 main:574] : INFO : Epoch 1845 | loss: 0.0312012 | val_loss: 0.0312039 | Time: 2065.6 ms [2022-04-10 01:27:31 main:574] : INFO : Epoch 1846 | loss: 0.0312019 | val_loss: 0.031206 | Time: 2049.6 ms [2022-04-10 01:27:33 main:574] : INFO : Epoch 1847 | loss: 0.0312014 | val_loss: 0.0312042 | Time: 2086.01 ms [2022-04-10 01:27:35 main:574] : INFO : Epoch 1848 | loss: 0.0312018 | val_loss: 0.0312065 | Time: 2031.81 ms [2022-04-10 01:27:37 main:574] : INFO : Epoch 1849 | loss: 0.0312012 | val_loss: 0.031205 | Time: 2089.66 ms [2022-04-10 01:27:39 main:574] : INFO : Epoch 1850 | loss: 0.031202 | val_loss: 0.0312059 | Time: 2069.82 ms [2022-04-10 01:27:41 main:574] : INFO : Epoch 1851 | loss: 0.0312014 | val_loss: 0.0312072 | Time: 2045.72 ms [2022-04-10 01:27:43 main:574] : INFO : Epoch 1852 | loss: 0.0312009 | val_loss: 0.0312048 | Time: 2006.27 ms [2022-04-10 01:27:45 main:574] : INFO : Epoch 1853 | loss: 0.0312003 | val_loss: 0.031206 | Time: 2040.79 ms [2022-04-10 01:27:47 main:574] : INFO : Epoch 1854 | loss: 0.0312006 | val_loss: 0.0312047 | Time: 2059.82 ms [2022-04-10 01:27:49 main:574] : INFO : Epoch 1855 | loss: 0.0312004 | val_loss: 0.0312049 | Time: 2034.38 ms [2022-04-10 01:27:51 main:574] : INFO : Epoch 1856 | loss: 0.0312008 | val_loss: 0.031205 | Time: 2083.2 ms [2022-04-10 01:27:53 main:574] : INFO : Epoch 1857 | loss: 0.0312006 | val_loss: 0.0312063 | Time: 2029.5 ms [2022-04-10 01:27:55 main:574] : INFO : Epoch 1858 | loss: 0.0312008 | val_loss: 0.0312048 | Time: 2034.99 ms [2022-04-10 01:27:57 main:574] : INFO : Epoch 1859 | loss: 0.0312005 | val_loss: 0.0312049 | Time: 2044.82 ms [2022-04-10 01:27:59 main:574] : INFO : Epoch 1860 | loss: 0.0312008 | val_loss: 0.0312039 | Time: 2060.61 ms [2022-04-10 01:28:01 main:574] : INFO : Epoch 1861 | loss: 0.0312001 | val_loss: 0.0312045 | Time: 2040.89 ms [2022-04-10 01:28:03 main:574] : INFO : Epoch 1862 | loss: 0.0312002 | val_loss: 0.031204 | Time: 2102.71 ms [2022-04-10 01:28:06 main:574] : INFO : Epoch 1863 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 2082.52 ms [2022-04-10 01:28:08 main:574] : INFO : Epoch 1864 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 2086.85 ms [2022-04-10 01:28:10 main:574] : INFO : Epoch 1865 | loss: 0.0312006 | val_loss: 0.0312079 | Time: 2052.03 ms [2022-04-10 01:28:12 main:574] : INFO : Epoch 1866 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 2097.85 ms [2022-04-10 01:28:14 main:574] : INFO : Epoch 1867 | loss: 0.0312185 | val_loss: 0.0312182 | Time: 2032.67 ms [2022-04-10 01:28:16 main:574] : INFO : Epoch 1868 | loss: 0.0312175 | val_loss: 0.0312181 | Time: 2074.67 ms [2022-04-10 01:28:18 main:574] : INFO : Epoch 1869 | loss: 0.0312171 | val_loss: 0.0312178 | Time: 2108.32 ms [2022-04-10 01:28:20 main:574] : INFO : Epoch 1870 | loss: 0.0312168 | val_loss: 0.0312184 | Time: 2068.6 ms [2022-04-10 01:28:22 main:574] : INFO : Epoch 1871 | loss: 0.031216 | val_loss: 0.031218 | Time: 2092.41 ms [2022-04-10 01:28:24 main:574] : INFO : Epoch 1872 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 2106.04 ms [2022-04-10 01:28:26 main:574] : INFO : Epoch 1873 | loss: 0.0312165 | val_loss: 0.0312212 | Time: 2054.91 ms [2022-04-10 01:28:28 main:574] : INFO : Epoch 1874 | loss: 0.0312153 | val_loss: 0.0312173 | Time: 2085.79 ms [2022-04-10 01:28:31 main:574] : INFO : Epoch 1875 | loss: 0.0312151 | val_loss: 0.0312209 | Time: 2059.75 ms [2022-04-10 01:28:33 main:574] : INFO : Epoch 1876 | loss: 0.0312155 | val_loss: 0.031218 | Time: 2093.49 ms [2022-04-10 01:28:35 main:574] : INFO : Epoch 1877 | loss: 0.0312154 | val_loss: 0.0312165 | Time: 2016.8 ms [2022-04-10 01:28:37 main:574] : INFO : Epoch 1878 | loss: 0.0312159 | val_loss: 0.0312163 | Time: 2146.76 ms [2022-04-10 01:28:39 main:574] : INFO : Epoch 1879 | loss: 0.0312142 | val_loss: 0.0312169 | Time: 2006.17 ms [2022-04-10 01:28:41 main:574] : INFO : Epoch 1880 | loss: 0.0312145 | val_loss: 0.0312175 | Time: 2114.14 ms [2022-04-10 01:28:43 main:574] : INFO : Epoch 1881 | loss: 0.0312141 | val_loss: 0.031218 | Time: 2065.23 ms [2022-04-10 01:28:45 main:574] : INFO : Epoch 1882 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 2110.67 ms [2022-04-10 01:28:47 main:574] : INFO : Epoch 1883 | loss: 0.0312134 | val_loss: 0.031216 | Time: 2065.72 ms [2022-04-10 01:28:49 main:574] : INFO : Epoch 1884 | loss: 0.0312133 | val_loss: 0.0312158 | Time: 2128.65 ms [2022-04-10 01:28:51 main:574] : INFO : Epoch 1885 | loss: 0.0312136 | val_loss: 0.0312204 | Time: 2032.15 ms [2022-04-10 01:28:53 main:574] : INFO : Epoch 1886 | loss: 0.0312141 | val_loss: 0.0312156 | Time: 2110.14 ms [2022-04-10 01:28:56 main:574] : INFO : Epoch 1887 | loss: 0.0312131 | val_loss: 0.0312186 | Time: 2025.14 ms [2022-04-10 01:28:58 main:574] : INFO : Epoch 1888 | loss: 0.0312129 | val_loss: 0.0312158 | Time: 2043.79 ms [2022-04-10 01:29:00 main:574] : INFO : Epoch 1889 | loss: 0.0312126 | val_loss: 0.0312177 | Time: 2072.18 ms [2022-04-10 01:29:02 main:574] : INFO : Epoch 1890 | loss: 0.0312128 | val_loss: 0.0312155 | Time: 1992.63 ms [2022-04-10 01:29:04 main:574] : INFO : Epoch 1891 | loss: 0.031212 | val_loss: 0.0312156 | Time: 2050.26 ms [2022-04-10 01:29:06 main:574] : INFO : Epoch 1892 | loss: 0.0312122 | val_loss: 0.0312155 | Time: 2014.5 ms [2022-04-10 01:29:08 main:574] : INFO : Epoch 1893 | loss: 0.0312119 | val_loss: 0.0312154 | Time: 2078.9 ms [2022-04-10 01:29:10 main:574] : INFO : Epoch 1894 | loss: 0.0312115 | val_loss: 0.0312154 | Time: 2132.14 ms [2022-04-10 01:29:12 main:574] : INFO : Epoch 1895 | loss: 0.0312118 | val_loss: 0.0312174 | Time: 2098.55 ms [2022-04-10 01:29:14 main:574] : INFO : Epoch 1896 | loss: 0.0312121 | val_loss: 0.0312152 | Time: 2051.58 ms [2022-04-10 01:29:16 main:574] : INFO : Epoch 1897 | loss: 0.0312123 | val_loss: 0.0312154 | Time: 1999.48 ms [2022-04-10 01:29:18 main:574] : INFO : Epoch 1898 | loss: 0.0312114 | val_loss: 0.0312158 | Time: 2128.88 ms [2022-04-10 01:29:20 main:574] : INFO : Epoch 1899 | loss: 0.0312124 | val_loss: 0.031217 | Time: 2065.52 ms [2022-04-10 01:29:22 main:574] : INFO : Epoch 1900 | loss: 0.0312115 | val_loss: 0.0312161 | Time: 2042.25 ms [2022-04-10 01:29:24 main:574] : INFO : Epoch 1901 | loss: 0.0312109 | val_loss: 0.0312158 | Time: 2122.85 ms [2022-04-10 01:29:27 main:574] : INFO : Epoch 1902 | loss: 0.031211 | val_loss: 0.0312155 | Time: 2098.49 ms [2022-04-10 01:29:29 main:574] : INFO : Epoch 1903 | loss: 0.0312114 | val_loss: 0.0312162 | Time: 2147.59 ms [2022-04-10 01:29:31 main:574] : INFO : Epoch 1904 | loss: 0.0312111 | val_loss: 0.031219 | Time: 2059.3 ms [2022-04-10 01:29:33 main:574] : INFO : Epoch 1905 | loss: 0.0312122 | val_loss: 0.0312158 | Time: 2139.24 ms [2022-04-10 01:29:35 main:574] : INFO : Epoch 1906 | loss: 0.0312108 | val_loss: 0.0312154 | Time: 2115.45 ms [2022-04-10 01:29:37 main:574] : INFO : Epoch 1907 | loss: 0.0312116 | val_loss: 0.0312157 | Time: 2029.51 ms [2022-04-10 01:29:39 main:574] : INFO : Epoch 1908 | loss: 0.031212 | val_loss: 0.0312196 | Time: 2088.14 ms [2022-04-10 01:29:41 main:574] : INFO : Epoch 1909 | loss: 0.0312142 | val_loss: 0.0312166 | Time: 2036.17 ms [2022-04-10 01:29:43 main:574] : INFO : Epoch 1910 | loss: 0.0312145 | val_loss: 0.0312154 | Time: 2092.38 ms [2022-04-10 01:29:45 main:574] : INFO : Epoch 1911 | loss: 0.0312132 | val_loss: 0.0312131 | Time: 2071.15 ms [2022-04-10 01:29:47 main:574] : INFO : Epoch 1912 | loss: 0.0312122 | val_loss: 0.0312125 | Time: 2021.39 ms [2022-04-10 01:29:50 main:574] : INFO : Epoch 1913 | loss: 0.0312127 | val_loss: 0.0312124 | Time: 2187.13 ms [2022-04-10 01:29:52 main:574] : INFO : Epoch 1914 | loss: 0.0312126 | val_loss: 0.0312141 | Time: 2061.02 ms [2022-04-10 01:29:54 main:574] : INFO : Epoch 1915 | loss: 0.0312128 | val_loss: 0.0312105 | Time: 2113.78 ms [2022-04-10 01:29:56 main:574] : INFO : Epoch 1916 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 2069.15 ms [2022-04-10 01:29:58 main:574] : INFO : Epoch 1917 | loss: 0.0312126 | val_loss: 0.0312126 | Time: 2101.07 ms [2022-04-10 01:30:00 main:574] : INFO : Epoch 1918 | loss: 0.0312122 | val_loss: 0.0312131 | Time: 2030.01 ms [2022-04-10 01:30:02 main:574] : INFO : Epoch 1919 | loss: 0.0312121 | val_loss: 0.0312154 | Time: 2062.01 ms [2022-04-10 01:30:04 main:574] : INFO : Epoch 1920 | loss: 0.0312146 | val_loss: 0.0312141 | Time: 2163.93 ms [2022-04-10 01:30:06 main:574] : INFO : Epoch 1921 | loss: 0.0312141 | val_loss: 0.0312156 | Time: 2143.71 ms [2022-04-10 01:30:08 main:574] : INFO : Epoch 1922 | loss: 0.0312126 | val_loss: 0.0312131 | Time: 2040.46 ms [2022-04-10 01:30:11 main:574] : INFO : Epoch 1923 | loss: 0.0312117 | val_loss: 0.0312125 | Time: 2125.8 ms [2022-04-10 01:30:13 main:574] : INFO : Epoch 1924 | loss: 0.0312117 | val_loss: 0.031214 | Time: 2101.75 ms [2022-04-10 01:30:15 main:574] : INFO : Epoch 1925 | loss: 0.0312108 | val_loss: 0.0312132 | Time: 2107.67 ms [2022-04-10 01:30:17 main:574] : INFO : Epoch 1926 | loss: 0.0312107 | val_loss: 0.0312132 | Time: 2074.32 ms [2022-04-10 01:30:19 main:574] : INFO : Epoch 1927 | loss: 0.0312135 | val_loss: 0.0312188 | Time: 2042.86 ms [2022-04-10 01:30:21 main:574] : INFO : Epoch 1928 | loss: 0.0312108 | val_loss: 0.0312118 | Time: 2064.79 ms [2022-04-10 01:30:23 main:574] : INFO : Epoch 1929 | loss: 0.0312142 | val_loss: 0.031217 | Time: 2016.95 ms [2022-04-10 01:30:25 main:574] : INFO : Epoch 1930 | loss: 0.0312157 | val_loss: 0.0312168 | Time: 2111.67 ms [2022-04-10 01:30:27 main:574] : INFO : Epoch 1931 | loss: 0.0312171 | val_loss: 0.0312181 | Time: 2003.69 ms [2022-04-10 01:30:29 main:574] : INFO : Epoch 1932 | loss: 0.0312163 | val_loss: 0.0312178 | Time: 2114.61 ms [2022-04-10 01:30:31 main:574] : INFO : Epoch 1933 | loss: 0.031216 | val_loss: 0.0312172 | Time: 2022.57 ms [2022-04-10 01:30:33 main:574] : INFO : Epoch 1934 | loss: 0.0312149 | val_loss: 0.0312156 | Time: 2039.78 ms [2022-04-10 01:30:36 main:574] : INFO : Epoch 1935 | loss: 0.0312149 | val_loss: 0.0312168 | Time: 2230.23 ms [2022-04-10 01:30:38 main:574] : INFO : Epoch 1936 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 2194.05 ms [2022-04-10 01:30:40 main:574] : INFO : Epoch 1937 | loss: 0.031214 | val_loss: 0.0312152 | Time: 2151.63 ms [2022-04-10 01:30:42 main:574] : INFO : Epoch 1938 | loss: 0.0312136 | val_loss: 0.031216 | Time: 2046.71 ms [2022-04-10 01:30:44 main:574] : INFO : Epoch 1939 | loss: 0.0312131 | val_loss: 0.0312159 | Time: 2065.67 ms [2022-04-10 01:30:46 main:574] : INFO : Epoch 1940 | loss: 0.0312123 | val_loss: 0.0312142 | Time: 1991.21 ms [2022-04-10 01:30:48 main:574] : INFO : Epoch 1941 | loss: 0.0312125 | val_loss: 0.031216 | Time: 2030.58 ms [2022-04-10 01:30:50 main:574] : INFO : Epoch 1942 | loss: 0.0312114 | val_loss: 0.0312142 | Time: 2200.6 ms [2022-04-10 01:30:52 main:574] : INFO : Epoch 1943 | loss: 0.0312109 | val_loss: 0.0312134 | Time: 2109.25 ms [2022-04-10 01:30:54 main:574] : INFO : Epoch 1944 | loss: 0.0312117 | val_loss: 0.0312162 | Time: 2100.66 ms [2022-04-10 01:30:57 main:574] : INFO : Epoch 1945 | loss: 0.0312117 | val_loss: 0.0312191 | Time: 2019.28 ms [2022-04-10 01:30:59 main:574] : INFO : Epoch 1946 | loss: 0.0312119 | val_loss: 0.0312146 | Time: 2208.02 ms [2022-04-10 01:31:01 main:574] : INFO : Epoch 1947 | loss: 0.0312101 | val_loss: 0.0312137 | Time: 2106.46 ms [2022-04-10 01:31:03 main:574] : INFO : Epoch 1948 | loss: 0.0312124 | val_loss: 0.0312148 | Time: 2007.75 ms [2022-04-10 01:31:05 main:574] : INFO : Epoch 1949 | loss: 0.0312105 | val_loss: 0.0312141 | Time: 2075.92 ms [2022-04-10 01:31:07 main:574] : INFO : Epoch 1950 | loss: 0.0312104 | val_loss: 0.0312158 | Time: 2099.62 ms [2022-04-10 01:31:09 main:574] : INFO : Epoch 1951 | loss: 0.0312105 | val_loss: 0.0312144 | Time: 2060.17 ms [2022-04-10 01:31:11 main:574] : INFO : Epoch 1952 | loss: 0.0312102 | val_loss: 0.0312138 | Time: 2086.33 ms [2022-04-10 01:31:13 main:574] : INFO : Epoch 1953 | loss: 0.0312105 | val_loss: 0.031214 | Time: 2120.09 ms [2022-04-10 01:31:15 main:574] : INFO : Epoch 1954 | loss: 0.0312095 | val_loss: 0.0312134 | Time: 2035.9 ms [2022-04-10 01:31:17 main:574] : INFO : Epoch 1955 | loss: 0.0312101 | val_loss: 0.0312168 | Time: 2053.6 ms [2022-04-10 01:31:20 main:574] : INFO : Epoch 1956 | loss: 0.0312101 | val_loss: 0.0312155 | Time: 2111.92 ms [2022-04-10 01:31:22 main:574] : INFO : Epoch 1957 | loss: 0.031211 | val_loss: 0.0312139 | Time: 2021.54 ms [2022-04-10 01:31:24 main:574] : INFO : Epoch 1958 | loss: 0.0312097 | val_loss: 0.0312143 | Time: 2039.05 ms [2022-04-10 01:31:26 main:574] : INFO : Epoch 1959 | loss: 0.0312102 | val_loss: 0.0312132 | Time: 1992.31 ms [2022-04-10 01:31:28 main:574] : INFO : Epoch 1960 | loss: 0.0312091 | val_loss: 0.0312132 | Time: 2055.9 ms [2022-04-10 01:31:30 main:574] : INFO : Epoch 1961 | loss: 0.0312088 | val_loss: 0.0312146 | Time: 2079.01 ms [2022-04-10 01:31:32 main:574] : INFO : Epoch 1962 | loss: 0.0312091 | val_loss: 0.0312143 | Time: 1996.81 ms [2022-04-10 01:31:34 main:574] : INFO : Epoch 1963 | loss: 0.0312081 | val_loss: 0.0312133 | Time: 2054.93 ms [2022-04-10 01:31:36 main:574] : INFO : Epoch 1964 | loss: 0.0312087 | val_loss: 0.0312126 | Time: 2035.59 ms [2022-04-10 01:31:38 main:574] : INFO : Epoch 1965 | loss: 0.0312077 | val_loss: 0.0312138 | Time: 2059.87 ms [2022-04-10 01:31:40 main:574] : INFO : Epoch 1966 | loss: 0.0312079 | val_loss: 0.0312167 | Time: 2124.22 ms [2022-04-10 01:31:42 main:574] : INFO : Epoch 1967 | loss: 0.0312103 | val_loss: 0.0312141 | Time: 1982.43 ms [2022-04-10 01:31:44 main:574] : INFO : Epoch 1968 | loss: 0.0312111 | val_loss: 0.0312178 | Time: 2085.89 ms [2022-04-10 01:31:46 main:574] : INFO : Epoch 1969 | loss: 0.0312091 | val_loss: 0.0312138 | Time: 2066.05 ms [2022-04-10 01:31:48 main:574] : INFO : Epoch 1970 | loss: 0.0312075 | val_loss: 0.0312132 | Time: 2050.07 ms [2022-04-10 01:31:50 main:574] : INFO : Epoch 1971 | loss: 0.0312091 | val_loss: 0.031218 | Time: 2075.77 ms [2022-04-10 01:31:52 main:574] : INFO : Epoch 1972 | loss: 0.0312092 | val_loss: 0.031217 | Time: 1988.27 ms [2022-04-10 01:31:54 main:574] : INFO : Epoch 1973 | loss: 0.0312097 | val_loss: 0.031217 | Time: 2154.63 ms [2022-04-10 01:31:57 main:574] : INFO : Epoch 1974 | loss: 0.0312101 | val_loss: 0.0312127 | Time: 2050.93 ms [2022-04-10 01:31:59 main:574] : INFO : Epoch 1975 | loss: 0.0312075 | val_loss: 0.031212 | Time: 2072.55 ms [2022-04-10 01:32:01 main:574] : INFO : Epoch 1976 | loss: 0.0312088 | val_loss: 0.0312122 | Time: 2047.53 ms [2022-04-10 01:32:03 main:574] : INFO : Epoch 1977 | loss: 0.0312082 | val_loss: 0.0312126 | Time: 2013.97 ms [2022-04-10 01:32:05 main:574] : INFO : Epoch 1978 | loss: 0.0312073 | val_loss: 0.0312126 | Time: 2134.13 ms [2022-04-10 01:32:07 main:574] : INFO : Epoch 1979 | loss: 0.0312072 | val_loss: 0.031213 | Time: 2068.8 ms [2022-04-10 01:32:09 main:574] : INFO : Epoch 1980 | loss: 0.0312074 | val_loss: 0.031213 | Time: 2140.01 ms [2022-04-10 01:32:11 main:574] : INFO : Epoch 1981 | loss: 0.0312071 | val_loss: 0.0312132 | Time: 2052.21 ms [2022-04-10 01:32:13 main:574] : INFO : Epoch 1982 | loss: 0.0312083 | val_loss: 0.0312193 | Time: 2077.93 ms [2022-04-10 01:32:15 main:574] : INFO : Epoch 1983 | loss: 0.0312087 | val_loss: 0.0312126 | Time: 2077.97 ms [2022-04-10 01:32:17 main:574] : INFO : Epoch 1984 | loss: 0.0312069 | val_loss: 0.0312127 | Time: 2049.36 ms [2022-04-10 01:32:19 main:574] : INFO : Epoch 1985 | loss: 0.0312072 | val_loss: 0.0312123 | Time: 2036.92 ms [2022-04-10 01:32:21 main:574] : INFO : Epoch 1986 | loss: 0.0312064 | val_loss: 0.0312129 | Time: 2037.14 ms [2022-04-10 01:32:23 main:574] : INFO : Epoch 1987 | loss: 0.0312063 | val_loss: 0.0312135 | Time: 2096.79 ms [2022-04-10 01:32:26 main:574] : INFO : Epoch 1988 | loss: 0.0312076 | val_loss: 0.0312145 | Time: 2024 ms [2022-04-10 01:32:28 main:574] : INFO : Epoch 1989 | loss: 0.0312073 | val_loss: 0.0312115 | Time: 2052.63 ms [2022-04-10 01:32:30 main:574] : INFO : Epoch 1990 | loss: 0.0312063 | val_loss: 0.0312128 | Time: 2072.23 ms [2022-04-10 01:32:32 main:574] : INFO : Epoch 1991 | loss: 0.0312058 | val_loss: 0.0312118 | Time: 2065.99 ms [2022-04-10 01:32:34 main:574] : INFO : Epoch 1992 | loss: 0.0312063 | val_loss: 0.0312128 | Time: 2125.46 ms [2022-04-10 01:32:36 main:574] : INFO : Epoch 1993 | loss: 0.031207 | val_loss: 0.0312122 | Time: 2052.86 ms [2022-04-10 01:32:38 main:574] : INFO : Epoch 1994 | loss: 0.0312065 | val_loss: 0.0312117 | Time: 2081.85 ms [2022-04-10 01:32:40 main:574] : INFO : Epoch 1995 | loss: 0.0312067 | val_loss: 0.0312133 | Time: 1964.74 ms [2022-04-10 01:32:42 main:574] : INFO : Epoch 1996 | loss: 0.0312065 | val_loss: 0.0312117 | Time: 2069.06 ms [2022-04-10 01:32:44 main:574] : INFO : Epoch 1997 | loss: 0.0312073 | val_loss: 0.031212 | Time: 2098.95 ms [2022-04-10 01:32:46 main:574] : INFO : Epoch 1998 | loss: 0.0312072 | val_loss: 0.0312188 | Time: 2100.21 ms [2022-04-10 01:32:48 main:574] : INFO : Epoch 1999 | loss: 0.0312081 | val_loss: 0.031212 | Time: 2095.87 ms [2022-04-10 01:32:50 main:574] : INFO : Epoch 2000 | loss: 0.0312068 | val_loss: 0.0312116 | Time: 2074.75 ms [2022-04-10 01:32:53 main:574] : INFO : Epoch 2001 | loss: 0.0312067 | val_loss: 0.0312111 | Time: 2057.42 ms [2022-04-10 01:32:55 main:574] : INFO : Epoch 2002 | loss: 0.0312061 | val_loss: 0.0312114 | Time: 2088.44 ms [2022-04-10 01:32:57 main:574] : INFO : Epoch 2003 | loss: 0.0312063 | val_loss: 0.0312116 | Time: 2010.12 ms [2022-04-10 01:32:59 main:574] : INFO : Epoch 2004 | loss: 0.031206 | val_loss: 0.0312114 | Time: 2034.76 ms [2022-04-10 01:33:01 main:574] : INFO : Epoch 2005 | loss: 0.0312059 | val_loss: 0.0312107 | Time: 2088.37 ms [2022-04-10 01:33:03 main:574] : INFO : Epoch 2006 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 2057.73 ms [2022-04-10 01:33:05 main:574] : INFO : Epoch 2007 | loss: 0.0312065 | val_loss: 0.0312111 | Time: 2087.59 ms [2022-04-10 01:33:07 main:574] : INFO : Epoch 2008 | loss: 0.0312059 | val_loss: 0.0312138 | Time: 2073.97 ms [2022-04-10 01:33:09 main:574] : INFO : Epoch 2009 | loss: 0.0312058 | val_loss: 0.0312109 | Time: 2095.98 ms [2022-04-10 01:33:11 main:574] : INFO : Epoch 2010 | loss: 0.0312054 | val_loss: 0.0312109 | Time: 2124.92 ms [2022-04-10 01:33:13 main:574] : INFO : Epoch 2011 | loss: 0.0312068 | val_loss: 0.0312126 | Time: 2122.23 ms [2022-04-10 01:33:15 main:574] : INFO : Epoch 2012 | loss: 0.0312058 | val_loss: 0.0312126 | Time: 2093.02 ms [2022-04-10 01:33:17 main:574] : INFO : Epoch 2013 | loss: 0.0312047 | val_loss: 0.0312122 | Time: 1997.08 ms [2022-04-10 01:33:19 main:574] : INFO : Epoch 2014 | loss: 0.0312087 | val_loss: 0.0312122 | Time: 2034.03 ms [2022-04-10 01:33:22 main:574] : INFO : Epoch 2015 | loss: 0.0312074 | val_loss: 0.0312151 | Time: 2131.07 ms [2022-04-10 01:33:24 main:574] : INFO : Epoch 2016 | loss: 0.0312061 | val_loss: 0.0312111 | Time: 2035.54 ms [2022-04-10 01:33:26 main:574] : INFO : Epoch 2017 | loss: 0.031206 | val_loss: 0.031212 | Time: 2037.95 ms [2022-04-10 01:33:28 main:574] : INFO : Epoch 2018 | loss: 0.0312045 | val_loss: 0.0312103 | Time: 2057.42 ms [2022-04-10 01:33:30 main:574] : INFO : Epoch 2019 | loss: 0.0312051 | val_loss: 0.0312136 | Time: 2023.38 ms [2022-04-10 01:33:32 main:574] : INFO : Epoch 2020 | loss: 0.0312077 | val_loss: 0.0312148 | Time: 2045.48 ms [2022-04-10 01:33:34 main:574] : INFO : Epoch 2021 | loss: 0.0312057 | val_loss: 0.0312116 | Time: 2103.94 ms [2022-04-10 01:33:36 main:574] : INFO : Epoch 2022 | loss: 0.0312055 | val_loss: 0.0312134 | Time: 1994.24 ms [2022-04-10 01:33:38 main:574] : INFO : Epoch 2023 | loss: 0.0312043 | val_loss: 0.0312122 | Time: 2071.85 ms [2022-04-10 01:33:40 main:574] : INFO : Epoch 2024 | loss: 0.0312039 | val_loss: 0.0312104 | Time: 2082.04 ms [2022-04-10 01:33:42 main:574] : INFO : Epoch 2025 | loss: 0.0312042 | val_loss: 0.0312104 | Time: 2051.87 ms [2022-04-10 01:33:44 main:574] : INFO : Epoch 2026 | loss: 0.031204 | val_loss: 0.0312121 | Time: 2069.84 ms [2022-04-10 01:33:46 main:574] : INFO : Epoch 2027 | loss: 0.0312036 | val_loss: 0.0312123 | Time: 2065.38 ms [2022-04-10 01:33:48 main:574] : INFO : Epoch 2028 | loss: 0.0312054 | val_loss: 0.031211 | Time: 2088.44 ms [2022-04-10 01:33:50 main:574] : INFO : Epoch 2029 | loss: 0.0312057 | val_loss: 0.0312157 | Time: 2047.38 ms [2022-04-10 01:33:52 main:574] : INFO : Epoch 2030 | loss: 0.0312094 | val_loss: 0.0312146 | Time: 2045.99 ms [2022-04-10 01:33:55 main:574] : INFO : Epoch 2031 | loss: 0.031204 | val_loss: 0.0312104 | Time: 2081.28 ms [2022-04-10 01:33:57 main:574] : INFO : Epoch 2032 | loss: 0.0312033 | val_loss: 0.0312112 | Time: 2030.71 ms [2022-04-10 01:33:59 main:574] : INFO : Epoch 2033 | loss: 0.0312042 | val_loss: 0.0312104 | Time: 2032.06 ms [2022-04-10 01:34:01 main:574] : INFO : Epoch 2034 | loss: 0.0312037 | val_loss: 0.0312113 | Time: 2061.22 ms [2022-04-10 01:34:03 main:574] : INFO : Epoch 2035 | loss: 0.0312035 | val_loss: 0.0312117 | Time: 2038.04 ms [2022-04-10 01:34:05 main:574] : INFO : Epoch 2036 | loss: 0.0312038 | val_loss: 0.0312124 | Time: 2052.35 ms [2022-04-10 01:34:07 main:574] : INFO : Epoch 2037 | loss: 0.0312035 | val_loss: 0.0312109 | Time: 2047.19 ms [2022-04-10 01:34:09 main:574] : INFO : Epoch 2038 | loss: 0.0312051 | val_loss: 0.0312119 | Time: 2070.84 ms [2022-04-10 01:34:11 main:574] : INFO : Epoch 2039 | loss: 0.0312044 | val_loss: 0.031212 | Time: 2021.65 ms [2022-04-10 01:34:13 main:574] : INFO : Epoch 2040 | loss: 0.0312044 | val_loss: 0.0312109 | Time: 1983.86 ms [2022-04-10 01:34:15 main:574] : INFO : Epoch 2041 | loss: 0.0312039 | val_loss: 0.0312108 | Time: 2050.39 ms [2022-04-10 01:34:17 main:574] : INFO : Epoch 2042 | loss: 0.0312036 | val_loss: 0.0312115 | Time: 2067.18 ms [2022-04-10 01:34:19 main:574] : INFO : Epoch 2043 | loss: 0.0312055 | val_loss: 0.0312148 | Time: 2093.68 ms [2022-04-10 01:34:21 main:574] : INFO : Epoch 2044 | loss: 0.0312052 | val_loss: 0.0312148 | Time: 2045.56 ms [2022-04-10 01:34:23 main:574] : INFO : Epoch 2045 | loss: 0.0312035 | val_loss: 0.0312113 | Time: 2092.21 ms [2022-04-10 01:34:25 main:574] : INFO : Epoch 2046 | loss: 0.0312026 | val_loss: 0.0312107 | Time: 2066.67 ms [2022-04-10 01:34:27 main:574] : INFO : Epoch 2047 | loss: 0.0312028 | val_loss: 0.0312114 | Time: 2054.5 ms [2022-04-10 01:34:29 main:574] : INFO : Epoch 2048 | loss: 0.0312027 | val_loss: 0.0312117 | Time: 2040.84 ms [2022-04-10 01:34:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312117 [2022-04-10 01:34:30 main:603] : INFO : Saving end state to config to file [2022-04-10 01:34:30 main:608] : INFO : Success, exiting.. 01:34:30 (34992): 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)