Task 11146861
| Name | ParityModified-1639963814-10415-2-0_0 |
| Workunit | 8425993 |
| Created | 29 Jan 2022, 3:20:33 UTC |
| Sent | 14 Feb 2022, 16:16:51 UTC |
| Report deadline | 22 Feb 2022, 16:16:51 UTC |
| Received | 19 Feb 2022, 22:14:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9953 |
| Run time | 1 hours 16 min 41 sec |
| CPU time | 1 hours 3 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :05 main:574] : INFO : Epoch 1542 | loss: 0.0310501 | val_loss: 0.0310978 | Time: 2109.41 ms [2022-02-19 13:56:08 main:574] : INFO : Epoch 1543 | loss: 0.0310525 | val_loss: 0.0310935 | Time: 2110.74 ms [2022-02-19 13:56:10 main:574] : INFO : Epoch 1544 | loss: 0.0310524 | val_loss: 0.0311003 | Time: 2169.98 ms [2022-02-19 13:56:12 main:574] : INFO : Epoch 1545 | loss: 0.0310558 | val_loss: 0.031104 | Time: 2141.27 ms [2022-02-19 13:56:14 main:574] : INFO : Epoch 1546 | loss: 0.0310537 | val_loss: 0.0311068 | Time: 2160.48 ms [2022-02-19 13:56:16 main:574] : INFO : Epoch 1547 | loss: 0.0310663 | val_loss: 0.0311146 | Time: 2137.36 ms [2022-02-19 13:56:19 main:574] : INFO : Epoch 1548 | loss: 0.0310855 | val_loss: 0.0311094 | Time: 2259.43 ms [2022-02-19 13:56:21 main:574] : INFO : Epoch 1549 | loss: 0.0310684 | val_loss: 0.0311127 | Time: 2057.01 ms [2022-02-19 13:56:23 main:574] : INFO : Epoch 1550 | loss: 0.0310617 | val_loss: 0.031097 | Time: 2051.11 ms [2022-02-19 13:56:25 main:574] : INFO : Epoch 1551 | loss: 0.0310556 | val_loss: 0.0311037 | Time: 2086.4 ms [2022-02-19 13:56:27 main:574] : INFO : Epoch 1552 | loss: 0.0310537 | val_loss: 0.0310974 | Time: 2077.07 ms [2022-02-19 13:56:29 main:574] : INFO : Epoch 1553 | loss: 0.0310527 | val_loss: 0.0311009 | Time: 2097 ms [2022-02-19 13:56:31 main:574] : INFO : Epoch 1554 | loss: 0.0310498 | val_loss: 0.0310985 | Time: 2134.28 ms [2022-02-19 13:56:33 main:574] : INFO : Epoch 1555 | loss: 0.0310476 | val_loss: 0.0310988 | Time: 2110.13 ms [2022-02-19 13:56:35 main:574] : INFO : Epoch 1556 | loss: 0.0310555 | val_loss: 0.0311029 | Time: 2097.27 ms [2022-02-19 13:56:38 main:574] : INFO : Epoch 1557 | loss: 0.031057 | val_loss: 0.0311072 | Time: 2163.28 ms [2022-02-19 13:56:40 main:574] : INFO : Epoch 1558 | loss: 0.0310569 | val_loss: 0.0311004 | Time: 2135.74 ms [2022-02-19 13:56:42 main:574] : INFO : Epoch 1559 | loss: 0.0310511 | val_loss: 0.031094 | Time: 2252.77 ms [2022-02-19 13:56:44 main:574] : INFO : Epoch 1560 | loss: 0.0310514 | val_loss: 0.031102 | Time: 2186.1 ms [2022-02-19 13:56:46 main:574] : INFO : Epoch 1561 | loss: 0.031054 | val_loss: 0.0311018 | Time: 2181.96 ms [2022-02-19 13:56:49 main:574] : INFO : Epoch 1562 | loss: 0.0310517 | val_loss: 0.0311064 | Time: 2127.16 ms [2022-02-19 13:56:51 main:574] : INFO : Epoch 1563 | loss: 0.0310538 | val_loss: 0.0311011 | Time: 2076.34 ms [2022-02-19 13:56:53 main:574] : INFO : Epoch 1564 | loss: 0.0310506 | val_loss: 0.0311007 | Time: 2078.2 ms [2022-02-19 13:56:55 main:574] : INFO : Epoch 1565 | loss: 0.0310503 | val_loss: 0.031095 | Time: 2155.44 ms [2022-02-19 13:56:57 main:574] : INFO : Epoch 1566 | loss: 0.0310493 | val_loss: 0.0310999 | Time: 2060.62 ms [2022-02-19 13:56:59 main:574] : INFO : Epoch 1567 | loss: 0.0310479 | val_loss: 0.0311026 | Time: 2173.2 ms [2022-02-19 13:57:01 main:574] : INFO : Epoch 1568 | loss: 0.0310469 | val_loss: 0.031107 | Time: 2135.04 ms [2022-02-19 13:57:03 main:574] : INFO : Epoch 1569 | loss: 0.0310512 | val_loss: 0.0311033 | Time: 2097.18 ms [2022-02-19 13:57:06 main:574] : INFO : Epoch 1570 | loss: 0.0310458 | val_loss: 0.0311071 | Time: 2125.08 ms [2022-02-19 13:57:08 main:574] : INFO : Epoch 1571 | loss: 0.0310452 | val_loss: 0.0310994 | Time: 2034.96 ms [2022-02-19 13:57:10 main:574] : INFO : Epoch 1572 | loss: 0.0310436 | val_loss: 0.031117 | Time: 2079.75 ms [2022-02-19 13:57:12 main:574] : INFO : Epoch 1573 | loss: 0.0310594 | val_loss: 0.0310954 | Time: 2083.54 ms [2022-02-19 13:57:14 main:574] : INFO : Epoch 1574 | loss: 0.0310538 | val_loss: 0.0311068 | Time: 2067.9 ms [2022-02-19 13:57:16 main:574] : INFO : Epoch 1575 | loss: 0.0310509 | val_loss: 0.0311028 | Time: 2216.21 ms [2022-02-19 13:57:18 main:574] : INFO : Epoch 1576 | loss: 0.0310585 | val_loss: 0.0311011 | Time: 2118.24 ms [2022-02-19 13:57:20 main:574] : INFO : Epoch 1577 | loss: 0.0310576 | val_loss: 0.0311024 | Time: 2070.11 ms [2022-02-19 13:57:23 main:574] : INFO : Epoch 1578 | loss: 0.0310505 | val_loss: 0.0310999 | Time: 2093.26 ms [2022-02-19 13:57:25 main:574] : INFO : Epoch 1579 | loss: 0.0310489 | val_loss: 0.0311065 | Time: 2086.75 ms [2022-02-19 13:57:27 main:574] : INFO : Epoch 1580 | loss: 0.0310473 | val_loss: 0.0311054 | Time: 2084.49 ms [2022-02-19 13:57:29 main:574] : INFO : Epoch 1581 | loss: 0.0310495 | val_loss: 0.0311089 | Time: 2250.02 ms [2022-02-19 13:57:31 main:574] : INFO : Epoch 1582 | loss: 0.031046 | val_loss: 0.0311078 | Time: 2168.76 ms [2022-02-19 13:57:33 main:574] : INFO : Epoch 1583 | loss: 0.0310477 | val_loss: 0.0311045 | Time: 2126.25 ms [2022-02-19 13:57:36 main:574] : INFO : Epoch 1584 | loss: 0.0310463 | val_loss: 0.031112 | Time: 2092.9 ms [2022-02-19 13:57:38 main:574] : INFO : Epoch 1585 | loss: 0.0310456 | val_loss: 0.0311146 | Time: 2150.98 ms [2022-02-19 13:57:40 main:574] : INFO : Epoch 1586 | loss: 0.0310537 | val_loss: 0.0311046 | Time: 2128.69 ms [2022-02-19 13:57:42 main:574] : INFO : Epoch 1587 | loss: 0.0310528 | val_loss: 0.0310925 | Time: 2114.04 ms [2022-02-19 13:57:44 main:574] : INFO : Epoch 1588 | loss: 0.0310539 | val_loss: 0.0311129 | Time: 2121.76 ms [2022-02-19 13:57:46 main:574] : INFO : Epoch 1589 | loss: 0.031092 | val_loss: 0.031105 | Time: 2142.68 ms [2022-02-19 13:57:48 main:574] : INFO : Epoch 1590 | loss: 0.0310837 | val_loss: 0.031108 | Time: 2140.9 ms [2022-02-19 13:57:51 main:574] : INFO : Epoch 1591 | loss: 0.0310774 | val_loss: 0.031103 | Time: 2119.62 ms [2022-02-19 13:57:53 main:574] : INFO : Epoch 1592 | loss: 0.0310733 | val_loss: 0.0311009 | Time: 2116.58 ms [2022-02-19 13:57:55 main:574] : INFO : Epoch 1593 | loss: 0.0310659 | val_loss: 0.0311019 | Time: 2117.02 ms [2022-02-19 13:57:57 main:574] : INFO : Epoch 1594 | loss: 0.0310653 | val_loss: 0.0311043 | Time: 2097.91 ms [2022-02-19 13:57:59 main:574] : INFO : Epoch 1595 | loss: 0.0310618 | val_loss: 0.0310996 | Time: 2187.75 ms [2022-02-19 13:58:01 main:574] : INFO : Epoch 1596 | loss: 0.0310563 | val_loss: 0.0311027 | Time: 2108.82 ms [2022-02-19 13:58:03 main:574] : INFO : Epoch 1597 | loss: 0.0310567 | val_loss: 0.031099 | Time: 2148.29 ms [2022-02-19 13:58:06 main:574] : INFO : Epoch 1598 | loss: 0.0310528 | val_loss: 0.0310964 | Time: 2149.98 ms [2022-02-19 13:58:08 main:574] : INFO : Epoch 1599 | loss: 0.0310515 | val_loss: 0.0311074 | Time: 2162.39 ms [2022-02-19 13:58:10 main:574] : INFO : Epoch 1600 | loss: 0.0310496 | val_loss: 0.0310938 | Time: 2132.74 ms [2022-02-19 13:58:12 main:574] : INFO : Epoch 1601 | loss: 0.0310473 | val_loss: 0.0310962 | Time: 2165 ms [2022-02-19 13:58:14 main:574] : INFO : Epoch 1602 | loss: 0.0310491 | val_loss: 0.0310967 | Time: 2079.14 ms [2022-02-19 13:58:16 main:574] : INFO : Epoch 1603 | loss: 0.0310462 | val_loss: 0.0310981 | Time: 2090.69 ms [2022-02-19 13:58:19 main:574] : INFO : Epoch 1604 | loss: 0.0310523 | val_loss: 0.0311149 | Time: 2144.18 ms [2022-02-19 13:58:21 main:574] : INFO : Epoch 1605 | loss: 0.0310542 | val_loss: 0.0311079 | Time: 2097.88 ms [2022-02-19 13:58:23 main:574] : INFO : Epoch 1606 | loss: 0.0310503 | val_loss: 0.0311037 | Time: 2077.97 ms [2022-02-19 13:58:25 main:574] : INFO : Epoch 1607 | loss: 0.0310494 | val_loss: 0.0311054 | Time: 2060.17 ms [2022-02-19 13:58:27 main:574] : INFO : Epoch 1608 | loss: 0.0310523 | val_loss: 0.0311022 | Time: 2099.65 ms [2022-02-19 13:58:29 main:574] : INFO : Epoch 1609 | loss: 0.0310554 | val_loss: 0.0311011 | Time: 2156.9 ms [2022-02-19 13:58:31 main:574] : INFO : Epoch 1610 | loss: 0.031052 | val_loss: 0.0311088 | Time: 2090.38 ms [2022-02-19 13:58:33 main:574] : INFO : Epoch 1611 | loss: 0.0310514 | val_loss: 0.0311092 | Time: 2084.14 ms [2022-02-19 13:58:35 main:574] : INFO : Epoch 1612 | loss: 0.0310498 | val_loss: 0.0311045 | Time: 2041.13 ms [2022-02-19 13:58:38 main:574] : INFO : Epoch 1613 | loss: 0.0310525 | val_loss: 0.0311076 | Time: 2141.71 ms [2022-02-19 13:58:40 main:574] : INFO : Epoch 1614 | loss: 0.0310526 | val_loss: 0.0311152 | Time: 2001.99 ms [2022-02-19 13:58:42 main:574] : INFO : Epoch 1615 | loss: 0.0310515 | val_loss: 0.0311017 | Time: 2102.09 ms [2022-02-19 13:58:44 main:574] : INFO : Epoch 1616 | loss: 0.0310465 | val_loss: 0.0310974 | Time: 2137.98 ms [2022-02-19 13:58:46 main:574] : INFO : Epoch 1617 | loss: 0.0310511 | val_loss: 0.0310978 | Time: 2202.3 ms [2022-02-19 13:58:48 main:574] : INFO : Epoch 1618 | loss: 0.0310544 | val_loss: 0.0311 | Time: 2132.41 ms [2022-02-19 13:58:50 main:574] : INFO : Epoch 1619 | loss: 0.0310531 | val_loss: 0.0311032 | Time: 2130.12 ms [2022-02-19 13:58:52 main:574] : INFO : Epoch 1620 | loss: 0.0310525 | val_loss: 0.0311004 | Time: 2111.2 ms [2022-02-19 13:58:55 main:574] : INFO : Epoch 1621 | loss: 0.0310501 | val_loss: 0.0311061 | Time: 2162.68 ms [2022-02-19 13:58:57 main:574] : INFO : Epoch 1622 | loss: 0.0310498 | val_loss: 0.0311014 | Time: 2093.68 ms [2022-02-19 13:58:59 main:574] : INFO : Epoch 1623 | loss: 0.0310481 | val_loss: 0.0310996 | Time: 2118.42 ms [2022-02-19 13:59:01 main:574] : INFO : Epoch 1624 | loss: 0.0310503 | val_loss: 0.0310955 | Time: 2060.16 ms [2022-02-19 13:59:03 main:574] : INFO : Epoch 1625 | loss: 0.031051 | val_loss: 0.0310961 | Time: 2047.68 ms [2022-02-19 13:59:05 main:574] : INFO : Epoch 1626 | loss: 0.0310489 | val_loss: 0.0310973 | Time: 2120.98 ms [2022-02-19 13:59:07 main:574] : INFO : Epoch 1627 | loss: 0.0310468 | val_loss: 0.0310984 | Time: 2127.86 ms [2022-02-19 13:59:10 main:574] : INFO : Epoch 1628 | loss: 0.0310478 | val_loss: 0.0310965 | Time: 2158.44 ms [2022-02-19 13:59:12 main:574] : INFO : Epoch 1629 | loss: 0.0310445 | val_loss: 0.0310942 | Time: 2147.81 ms [2022-02-19 13:59:14 main:574] : INFO : Epoch 1630 | loss: 0.0310425 | val_loss: 0.0311055 | Time: 2076.15 ms [2022-02-19 13:59:16 main:574] : INFO : Epoch 1631 | loss: 0.0310466 | val_loss: 0.0311011 | Time: 2178.7 ms [2022-02-19 13:59:18 main:574] : INFO : Epoch 1632 | loss: 0.0310467 | val_loss: 0.0310955 | Time: 2135.94 ms [2022-02-19 13:59:20 main:574] : INFO : Epoch 1633 | loss: 0.0310627 | val_loss: 0.0311156 | Time: 2125.87 ms [2022-02-19 13:59:22 main:574] : INFO : Epoch 1634 | loss: 0.0310886 | val_loss: 0.0311025 | Time: 2051.92 ms [2022-02-19 13:59:25 main:574] : INFO : Epoch 1635 | loss: 0.0310771 | val_loss: 0.0310998 | Time: 2121.37 ms [2022-02-19 13:59:27 main:574] : INFO : Epoch 1636 | loss: 0.0310732 | val_loss: 0.0311003 | Time: 2164.5 ms [2022-02-19 13:59:29 main:574] : INFO : Epoch 1637 | loss: 0.0310706 | val_loss: 0.0311095 | Time: 2107.52 ms [2022-02-19 13:59:31 main:574] : INFO : Epoch 1638 | loss: 0.0310856 | val_loss: 0.0311076 | Time: 2132.65 ms [2022-02-19 13:59:33 main:574] : INFO : Epoch 1639 | loss: 0.0310788 | val_loss: 0.031105 | Time: 2135.44 ms [2022-02-19 13:59:35 main:574] : INFO : Epoch 1640 | loss: 0.0310784 | val_loss: 0.0311063 | Time: 2104.63 ms [2022-02-19 13:59:37 main:574] : INFO : Epoch 1641 | loss: 0.0310701 | val_loss: 0.0311031 | Time: 2080.08 ms [2022-02-19 13:59:40 main:574] : INFO : Epoch 1642 | loss: 0.0310696 | val_loss: 0.0311001 | Time: 2156.45 ms [2022-02-19 13:59:42 main:574] : INFO : Epoch 1643 | loss: 0.0310714 | val_loss: 0.0311191 | Time: 2143.5 ms [2022-02-19 13:59:44 main:574] : INFO : Epoch 1644 | loss: 0.0310693 | val_loss: 0.0311084 | Time: 2129.24 ms [2022-02-19 13:59:46 main:574] : INFO : Epoch 1645 | loss: 0.0310621 | val_loss: 0.0311176 | Time: 2120.47 ms [2022-02-19 13:59:48 main:574] : INFO : Epoch 1646 | loss: 0.0310619 | val_loss: 0.0311147 | Time: 2218.76 ms [2022-02-19 13:59:50 main:574] : INFO : Epoch 1647 | loss: 0.0310635 | val_loss: 0.0311134 | Time: 2080.21 ms [2022-02-19 13:59:52 main:574] : INFO : Epoch 1648 | loss: 0.0310631 | val_loss: 0.0311129 | Time: 2068.51 ms [2022-02-19 13:59:55 main:574] : INFO : Epoch 1649 | loss: 0.0310684 | val_loss: 0.0311105 | Time: 2178.06 ms [2022-02-19 13:59:57 main:574] : INFO : Epoch 1650 | loss: 0.0310636 | val_loss: 0.0311091 | Time: 2119.59 ms [2022-02-19 13:59:59 main:574] : INFO : Epoch 1651 | loss: 0.0310643 | val_loss: 0.0311067 | Time: 2102.7 ms [2022-02-19 14:00:01 main:574] : INFO : Epoch 1652 | loss: 0.0310711 | val_loss: 0.0311032 | Time: 2187.63 ms [2022-02-19 14:00:03 main:574] : INFO : Epoch 1653 | loss: 0.0310648 | val_loss: 0.0311059 | Time: 2203.82 ms [2022-02-19 14:00:06 main:574] : INFO : Epoch 1654 | loss: 0.0310643 | val_loss: 0.0311134 | Time: 2141.29 ms [2022-02-19 14:00:08 main:574] : INFO : Epoch 1655 | loss: 0.0310603 | val_loss: 0.0311096 | Time: 2099.7 ms [2022-02-19 14:00:10 main:574] : INFO : Epoch 1656 | loss: 0.0310581 | val_loss: 0.0311062 | Time: 2048.79 ms [2022-02-19 14:00:12 main:574] : INFO : Epoch 1657 | loss: 0.0310594 | val_loss: 0.0311084 | Time: 2067.76 ms [2022-02-19 14:00:14 main:574] : INFO : Epoch 1658 | loss: 0.0310565 | val_loss: 0.0311058 | Time: 2134.75 ms [2022-02-19 14:00:16 main:574] : INFO : Epoch 1659 | loss: 0.0310585 | val_loss: 0.0311142 | Time: 2140.59 ms [2022-02-19 14:00:18 main:574] : INFO : Epoch 1660 | loss: 0.0310575 | val_loss: 0.0311108 | Time: 2165.78 ms [2022-02-19 14:00:20 main:574] : INFO : Epoch 1661 | loss: 0.0310673 | val_loss: 0.031106 | Time: 2086.58 ms [2022-02-19 14:00:23 main:574] : INFO : Epoch 1662 | loss: 0.0310668 | val_loss: 0.0311172 | Time: 2096.06 ms [2022-02-19 14:00:25 main:574] : INFO : Epoch 1663 | loss: 0.0310613 | val_loss: 0.0311097 | Time: 2120.51 ms [2022-02-19 14:00:27 main:574] : INFO : Epoch 1664 | loss: 0.031058 | val_loss: 0.0311048 | Time: 2129.13 ms [2022-02-19 14:00:29 main:574] : INFO : Epoch 1665 | loss: 0.0310588 | val_loss: 0.0311116 | Time: 2066.77 ms [2022-02-19 14:00:31 main:574] : INFO : Epoch 1666 | loss: 0.0310565 | val_loss: 0.0311081 | Time: 2133.07 ms [2022-02-19 14:00:33 main:574] : INFO : Epoch 1667 | loss: 0.031056 | val_loss: 0.031106 | Time: 2117.69 ms [2022-02-19 14:00:35 main:574] : INFO : Epoch 1668 | loss: 0.0310526 | val_loss: 0.0311041 | Time: 2072.32 ms [2022-02-19 14:00:37 main:574] : INFO : Epoch 1669 | loss: 0.031051 | val_loss: 0.0311091 | Time: 2070.73 ms [2022-02-19 14:00:39 main:574] : INFO : Epoch 1670 | loss: 0.0310537 | val_loss: 0.0311136 | Time: 2129.52 ms [2022-02-19 14:00:42 main:574] : INFO : Epoch 1671 | loss: 0.0310549 | val_loss: 0.0311094 | Time: 2112.52 ms [2022-02-19 14:00:44 main:574] : INFO : Epoch 1672 | loss: 0.0310553 | val_loss: 0.0311154 | Time: 2115.56 ms [2022-02-19 14:00:46 main:574] : INFO : Epoch 1673 | loss: 0.0310553 | val_loss: 0.0311106 | Time: 2150.47 ms [2022-02-19 14:00:48 main:574] : INFO : Epoch 1674 | loss: 0.031054 | val_loss: 0.031106 | Time: 2176.64 ms [2022-02-19 14:00:50 main:574] : INFO : Epoch 1675 | loss: 0.0310597 | val_loss: 0.0311088 | Time: 2113.59 ms [2022-02-19 14:00:52 main:574] : INFO : Epoch 1676 | loss: 0.0310595 | val_loss: 0.0311068 | Time: 2142.15 ms [2022-02-19 14:00:54 main:574] : INFO : Epoch 1677 | loss: 0.0310999 | val_loss: 0.0311085 | Time: 2044.29 ms [2022-02-19 14:00:57 main:574] : INFO : Epoch 1678 | loss: 0.0310757 | val_loss: 0.0311115 | Time: 2091.6 ms [2022-02-19 14:00:59 main:574] : INFO : Epoch 1679 | loss: 0.031065 | val_loss: 0.0310976 | Time: 2103.5 ms [2022-02-19 14:01:01 main:574] : INFO : Epoch 1680 | loss: 0.0310599 | val_loss: 0.0311025 | Time: 2074.66 ms [2022-02-19 14:01:03 main:574] : INFO : Epoch 1681 | loss: 0.0310553 | val_loss: 0.0310998 | Time: 2079.75 ms [2022-02-19 14:01:05 main:574] : INFO : Epoch 1682 | loss: 0.0310559 | val_loss: 0.0311032 | Time: 2148.21 ms [2022-02-19 14:01:07 main:574] : INFO : Epoch 1683 | loss: 0.0310583 | val_loss: 0.0311086 | Time: 2149.58 ms [2022-02-19 14:01:09 main:574] : INFO : Epoch 1684 | loss: 0.031056 | val_loss: 0.0311062 | Time: 2137.65 ms [2022-02-19 14:01:12 main:574] : INFO : Epoch 1685 | loss: 0.0310519 | val_loss: 0.031097 | Time: 2164.3 ms [2022-02-19 14:01:14 main:574] : INFO : Epoch 1686 | loss: 0.0310561 | val_loss: 0.0310988 | Time: 2236.78 ms [2022-02-19 14:01:16 main:574] : INFO : Epoch 1687 | loss: 0.0310715 | val_loss: 0.0311009 | Time: 2151.37 ms [2022-02-19 14:01:18 main:574] : INFO : Epoch 1688 | loss: 0.0310693 | val_loss: 0.0310962 | Time: 2103.8 ms [2022-02-19 14:01:20 main:574] : INFO : Epoch 1689 | loss: 0.0310617 | val_loss: 0.0310943 | Time: 2151.54 ms [2022-02-19 14:01:22 main:574] : INFO : Epoch 1690 | loss: 0.0310573 | val_loss: 0.0310927 | Time: 2096.6 ms [2022-02-19 14:01:25 main:574] : INFO : Epoch 1691 | loss: 0.0310541 | val_loss: 0.0310975 | Time: 2144.32 ms [2022-02-19 14:01:27 main:574] : INFO : Epoch 1692 | loss: 0.0310533 | val_loss: 0.031101 | Time: 2145.28 ms [2022-02-19 14:01:29 main:574] : INFO : Epoch 1693 | loss: 0.0310556 | val_loss: 0.031103 | Time: 2252.98 ms [2022-02-19 14:01:31 main:574] : INFO : Epoch 1694 | loss: 0.0310601 | val_loss: 0.0311058 | Time: 2087.29 ms [2022-02-19 14:01:33 main:574] : INFO : Epoch 1695 | loss: 0.0310605 | val_loss: 0.0311014 | Time: 2138.94 ms [2022-02-19 14:01:35 main:574] : INFO : Epoch 1696 | loss: 0.0310606 | val_loss: 0.0310985 | Time: 2072.26 ms [2022-02-19 14:01:38 main:574] : INFO : Epoch 1697 | loss: 0.0310589 | val_loss: 0.0310971 | Time: 2164.55 ms [2022-02-19 14:01:40 main:574] : INFO : Epoch 1698 | loss: 0.0310541 | val_loss: 0.0310911 | Time: 2109.8 ms [2022-02-19 14:01:42 main:574] : INFO : Epoch 1699 | loss: 0.0310518 | val_loss: 0.0311018 | Time: 2085 ms [2022-02-19 14:01:44 main:574] : INFO : Epoch 1700 | loss: 0.0310529 | val_loss: 0.0311028 | Time: 2206.53 ms [2022-02-19 14:01:46 main:574] : INFO : Epoch 1701 | loss: 0.0310498 | val_loss: 0.031103 | Time: 2212.23 ms [2022-02-19 14:01:48 main:574] : INFO : Epoch 1702 | loss: 0.0310517 | val_loss: 0.0311053 | Time: 2167.85 ms [2022-02-19 14:01:51 main:574] : INFO : Epoch 1703 | loss: 0.0310483 | val_loss: 0.0310977 | Time: 2119.76 ms [2022-02-19 14:01:53 main:574] : INFO : Epoch 1704 | loss: 0.0310443 | val_loss: 0.0310964 | Time: 2222.13 ms [2022-02-19 14:01:55 main:574] : INFO : Epoch 1705 | loss: 0.0310426 | val_loss: 0.0311017 | Time: 2115.66 ms [2022-02-19 14:01:57 main:574] : INFO : Epoch 1706 | loss: 0.0310453 | val_loss: 0.0310962 | Time: 2074.05 ms [2022-02-19 14:01:59 main:574] : INFO : Epoch 1707 | loss: 0.0310463 | val_loss: 0.0311143 | Time: 2140.7 ms [2022-02-19 14:02:01 main:574] : INFO : Epoch 1708 | loss: 0.0310527 | val_loss: 0.0311036 | Time: 2176.53 ms [2022-02-19 14:02:03 main:574] : INFO : Epoch 1709 | loss: 0.0310527 | val_loss: 0.0311032 | Time: 2082.74 ms [2022-02-19 14:02:06 main:574] : INFO : Epoch 1710 | loss: 0.0310717 | val_loss: 0.031115 | Time: 2107.92 ms [2022-02-19 14:02:08 main:574] : INFO : Epoch 1711 | loss: 0.0310668 | val_loss: 0.0311243 | Time: 2110.38 ms [2022-02-19 14:02:10 main:574] : INFO : Epoch 1712 | loss: 0.0310655 | val_loss: 0.0311022 | Time: 2151.87 ms [2022-02-19 14:02:12 main:574] : INFO : Epoch 1713 | loss: 0.0310585 | val_loss: 0.0310983 | Time: 2082.75 ms [2022-02-19 14:02:14 main:574] : INFO : Epoch 1714 | loss: 0.0310505 | val_loss: 0.0310998 | Time: 2118 ms [2022-02-19 14:02:16 main:574] : INFO : Epoch 1715 | loss: 0.0310478 | val_loss: 0.0310971 | Time: 2186.59 ms [2022-02-19 14:02:19 main:574] : INFO : Epoch 1716 | loss: 0.0310528 | val_loss: 0.0310982 | Time: 2191.16 ms [2022-02-19 14:02:21 main:574] : INFO : Epoch 1717 | loss: 0.0310606 | val_loss: 0.0311096 | Time: 2122.59 ms [2022-02-19 14:02:23 main:574] : INFO : Epoch 1718 | loss: 0.0310496 | val_loss: 0.0311125 | Time: 2097.45 ms [2022-02-19 14:02:25 main:574] : INFO : Epoch 1719 | loss: 0.0310452 | val_loss: 0.0311077 | Time: 2109.53 ms [2022-02-19 14:02:27 main:574] : INFO : Epoch 1720 | loss: 0.0310471 | val_loss: 0.0311117 | Time: 2070.91 ms [2022-02-19 14:02:29 main:574] : INFO : Epoch 1721 | loss: 0.0310501 | val_loss: 0.0310974 | Time: 2115.12 ms [2022-02-19 14:02:31 main:574] : INFO : Epoch 1722 | loss: 0.0310446 | val_loss: 0.0310917 | Time: 2121.31 ms [2022-02-19 14:02:33 main:574] : INFO : Epoch 1723 | loss: 0.0310429 | val_loss: 0.0310939 | Time: 2133.63 ms [2022-02-19 14:02:36 main:574] : INFO : Epoch 1724 | loss: 0.0310399 | val_loss: 0.0310976 | Time: 2059.33 ms [2022-02-19 14:02:38 main:574] : INFO : Epoch 1725 | loss: 0.0310459 | val_loss: 0.0310981 | Time: 2128.77 ms [2022-02-19 14:02:40 main:574] : INFO : Epoch 1726 | loss: 0.0310505 | val_loss: 0.031102 | Time: 2059.23 ms [2022-02-19 14:02:42 main:574] : INFO : Epoch 1727 | loss: 0.0310465 | val_loss: 0.0310972 | Time: 2153.51 ms [2022-02-19 14:02:44 main:574] : INFO : Epoch 1728 | loss: 0.0310433 | val_loss: 0.0311066 | Time: 2184.6 ms [2022-02-19 14:02:46 main:574] : INFO : Epoch 1729 | loss: 0.0310403 | val_loss: 0.0311067 | Time: 2300.46 ms [2022-02-19 14:02:49 main:574] : INFO : Epoch 1730 | loss: 0.0310381 | val_loss: 0.0311055 | Time: 2751.4 ms [2022-02-19 14:02:52 main:574] : INFO : Epoch 1731 | loss: 0.0310394 | val_loss: 0.0311008 | Time: 2302.74 ms [2022-02-19 14:02:54 main:574] : INFO : Epoch 1732 | loss: 0.0310352 | val_loss: 0.031096 | Time: 2182.44 ms [2022-02-19 14:02:56 main:574] : INFO : Epoch 1733 | loss: 0.0310428 | val_loss: 0.0310922 | Time: 2136.12 ms [2022-02-19 14:02:58 main:574] : INFO : Epoch 1734 | loss: 0.0310672 | val_loss: 0.0310993 | Time: 2160.67 ms [2022-02-19 14:03:00 main:574] : INFO : Epoch 1735 | loss: 0.0310619 | val_loss: 0.0310966 | Time: 2130.31 ms [2022-02-19 14:03:02 main:574] : INFO : Epoch 1736 | loss: 0.0310589 | val_loss: 0.0310968 | Time: 2120.21 ms [2022-02-19 14:03:04 main:574] : INFO : Epoch 1737 | loss: 0.0310531 | val_loss: 0.03109 | Time: 2079.52 ms [2022-02-19 14:03:07 main:574] : INFO : Epoch 1738 | loss: 0.0310501 | val_loss: 0.0310942 | Time: 2088.47 ms [2022-02-19 14:03:09 main:574] : INFO : Epoch 1739 | loss: 0.0310508 | val_loss: 0.0310906 | Time: 2126.55 ms [2022-02-19 14:03:11 main:574] : INFO : Epoch 1740 | loss: 0.0310472 | val_loss: 0.0310948 | Time: 2081.86 ms [2022-02-19 14:03:13 main:574] : INFO : Epoch 1741 | loss: 0.031044 | val_loss: 0.0310977 | Time: 2098.99 ms [2022-02-19 14:03:15 main:574] : INFO : Epoch 1742 | loss: 0.0310408 | val_loss: 0.0310939 | Time: 2181.21 ms [2022-02-19 14:03:17 main:574] : INFO : Epoch 1743 | loss: 0.0310466 | val_loss: 0.031102 | Time: 2095.36 ms [2022-02-19 14:03:19 main:574] : INFO : Epoch 1744 | loss: 0.0310533 | val_loss: 0.0311013 | Time: 2159.69 ms [2022-02-19 14:03:22 main:574] : INFO : Epoch 1745 | loss: 0.0310538 | val_loss: 0.0311 | Time: 2125.02 ms [2022-02-19 14:03:24 main:574] : INFO : Epoch 1746 | loss: 0.0310532 | val_loss: 0.0311174 | Time: 2131.6 ms [2022-02-19 14:03:26 main:574] : INFO : Epoch 1747 | loss: 0.0310574 | val_loss: 0.0311036 | Time: 2178.47 ms [2022-02-19 14:03:28 main:574] : INFO : Epoch 1748 | loss: 0.0310539 | val_loss: 0.0310966 | Time: 2051.93 ms [2022-02-19 14:03:30 main:574] : INFO : Epoch 1749 | loss: 0.0310624 | val_loss: 0.0311124 | Time: 2078.51 ms [2022-02-19 14:03:32 main:574] : INFO : Epoch 1750 | loss: 0.0310592 | val_loss: 0.0311045 | Time: 2090.12 ms [2022-02-19 14:03:34 main:574] : INFO : Epoch 1751 | loss: 0.0310665 | val_loss: 0.0311125 | Time: 2143.56 ms [2022-02-19 14:03:37 main:574] : INFO : Epoch 1752 | loss: 0.0310649 | val_loss: 0.0311048 | Time: 2164.27 ms [2022-02-19 14:03:39 main:574] : INFO : Epoch 1753 | loss: 0.0310581 | val_loss: 0.0311044 | Time: 2133.2 ms [2022-02-19 14:03:41 main:574] : INFO : Epoch 1754 | loss: 0.0310544 | val_loss: 0.0311008 | Time: 2089.09 ms [2022-02-19 14:03:43 main:574] : INFO : Epoch 1755 | loss: 0.0310492 | val_loss: 0.0311064 | Time: 2064.04 ms [2022-02-19 14:03:45 main:574] : INFO : Epoch 1756 | loss: 0.0310507 | val_loss: 0.0311026 | Time: 2270.58 ms [2022-02-19 14:03:47 main:574] : INFO : Epoch 1757 | loss: 0.0310529 | val_loss: 0.0311019 | Time: 2211.27 ms [2022-02-19 14:03:49 main:574] : INFO : Epoch 1758 | loss: 0.0310589 | val_loss: 0.0311025 | Time: 2093.19 ms [2022-02-19 14:03:52 main:574] : INFO : Epoch 1759 | loss: 0.0310479 | val_loss: 0.0310986 | Time: 2124.7 ms [2022-02-19 14:03:54 main:574] : INFO : Epoch 1760 | loss: 0.0310476 | val_loss: 0.0311011 | Time: 2123.12 ms [2022-02-19 14:03:56 main:574] : INFO : Epoch 1761 | loss: 0.031045 | val_loss: 0.0310955 | Time: 2136.93 ms [2022-02-19 14:03:58 main:574] : INFO : Epoch 1762 | loss: 0.0310453 | val_loss: 0.0310947 | Time: 2113.87 ms [2022-02-19 14:04:00 main:574] : INFO : Epoch 1763 | loss: 0.0310443 | val_loss: 0.0311071 | Time: 2103.53 ms [2022-02-19 14:04:02 main:574] : INFO : Epoch 1764 | loss: 0.0310477 | val_loss: 0.031104 | Time: 2205.51 ms [2022-02-19 14:04:05 main:574] : INFO : Epoch 1765 | loss: 0.0310417 | val_loss: 0.0310951 | Time: 2225.17 ms [2022-02-19 14:04:07 main:574] : INFO : Epoch 1766 | loss: 0.0310408 | val_loss: 0.031104 | Time: 2076.01 ms [2022-02-19 14:04:09 main:574] : INFO : Epoch 1767 | loss: 0.0310419 | val_loss: 0.0311056 | Time: 2159.65 ms [2022-02-19 14:04:11 main:574] : INFO : Epoch 1768 | loss: 0.0310416 | val_loss: 0.031098 | Time: 2060.24 ms [2022-02-19 14:04:13 main:574] : INFO : Epoch 1769 | loss: 0.0310458 | val_loss: 0.0310954 | Time: 2103.75 ms [2022-02-19 14:04:15 main:574] : INFO : Epoch 1770 | loss: 0.0310476 | val_loss: 0.0311039 | Time: 2195.94 ms [2022-02-19 14:04:17 main:574] : INFO : Epoch 1771 | loss: 0.0310548 | val_loss: 0.0310879 | Time: 2112.5 ms [2022-02-19 14:04:20 main:574] : INFO : Epoch 1772 | loss: 0.031051 | val_loss: 0.0310915 | Time: 2116.51 ms [2022-02-19 14:04:22 main:574] : INFO : Epoch 1773 | loss: 0.0310493 | val_loss: 0.0311079 | Time: 2107.53 ms [2022-02-19 14:04:24 main:574] : INFO : Epoch 1774 | loss: 0.0310457 | val_loss: 0.0310994 | Time: 2145.41 ms [2022-02-19 14:04:26 main:574] : INFO : Epoch 1775 | loss: 0.0310427 | val_loss: 0.0311028 | Time: 2065.92 ms [2022-02-19 14:04:28 main:574] : INFO : Epoch 1776 | loss: 0.0310412 | val_loss: 0.0311015 | Time: 2133.79 ms [2022-02-19 14:04:30 main:574] : INFO : Epoch 1777 | loss: 0.0310394 | val_loss: 0.0310962 | Time: 2143.25 ms [2022-02-19 14:04:32 main:574] : INFO : Epoch 1778 | loss: 0.0310442 | val_loss: 0.0310854 | Time: 2072.18 ms [2022-02-19 14:04:35 main:574] : INFO : Epoch 1779 | loss: 0.0310425 | val_loss: 0.0310984 | Time: 2094.62 ms [2022-02-19 14:04:37 main:574] : INFO : Epoch 1780 | loss: 0.0310413 | val_loss: 0.0310969 | Time: 2105.09 ms [2022-02-19 14:04:39 main:574] : INFO : Epoch 1781 | loss: 0.0310411 | val_loss: 0.031103 | Time: 2068.01 ms [2022-02-19 14:04:41 main:574] : INFO : Epoch 1782 | loss: 0.0310387 | val_loss: 0.0310983 | Time: 2086.87 ms [2022-02-19 14:04:43 main:574] : INFO : Epoch 1783 | loss: 0.0310353 | val_loss: 0.0311009 | Time: 2136.74 ms [2022-02-19 14:04:45 main:574] : INFO : Epoch 1784 | loss: 0.0310345 | val_loss: 0.031099 | Time: 2230.84 ms [2022-02-19 14:04:47 main:574] : INFO : Epoch 1785 | loss: 0.0310345 | val_loss: 0.0310999 | Time: 2119.58 ms [2022-02-19 14:04:49 main:574] : INFO : Epoch 1786 | loss: 0.0310372 | val_loss: 0.0311079 | Time: 2050.21 ms [2022-02-19 14:04:52 main:574] : INFO : Epoch 1787 | loss: 0.0310377 | val_loss: 0.0310978 | Time: 2134.83 ms [2022-02-19 14:04:54 main:574] : INFO : Epoch 1788 | loss: 0.0310358 | val_loss: 0.0311065 | Time: 2109.97 ms [2022-02-19 14:04:56 main:574] : INFO : Epoch 1789 | loss: 0.0310364 | val_loss: 0.0311022 | Time: 2098.27 ms [2022-02-19 14:04:58 main:574] : INFO : Epoch 1790 | loss: 0.0310355 | val_loss: 0.0311108 | Time: 2034.66 ms [2022-02-19 14:05:00 main:574] : INFO : Epoch 1791 | loss: 0.0310394 | val_loss: 0.0310988 | Time: 2275.17 ms [2022-02-19 14:05:02 main:574] : INFO : Epoch 1792 | loss: 0.031036 | val_loss: 0.0311093 | Time: 2120.57 ms [2022-02-19 14:05:04 main:574] : INFO : Epoch 1793 | loss: 0.0310579 | val_loss: 0.0311019 | Time: 2024.42 ms [2022-02-19 14:05:07 main:574] : INFO : Epoch 1794 | loss: 0.0310727 | val_loss: 0.0311065 | Time: 2135.05 ms [2022-02-19 14:05:09 main:574] : INFO : Epoch 1795 | loss: 0.0310702 | val_loss: 0.0311089 | Time: 2088.57 ms [2022-02-19 14:05:11 main:574] : INFO : Epoch 1796 | loss: 0.0310578 | val_loss: 0.0310979 | Time: 2104.15 ms [2022-02-19 14:05:13 main:574] : INFO : Epoch 1797 | loss: 0.0310513 | val_loss: 0.0310956 | Time: 2154.64 ms [2022-02-19 14:05:15 main:574] : INFO : Epoch 1798 | loss: 0.0310508 | val_loss: 0.0310968 | Time: 2193.46 ms [2022-02-19 14:05:17 main:574] : INFO : Epoch 1799 | loss: 0.0310491 | val_loss: 0.0310956 | Time: 2145.22 ms [2022-02-19 14:05:19 main:574] : INFO : Epoch 1800 | loss: 0.0310481 | val_loss: 0.0311106 | Time: 2117.94 ms [2022-02-19 14:05:22 main:574] : INFO : Epoch 1801 | loss: 0.0310435 | val_loss: 0.0311048 | Time: 2123.89 ms [2022-02-19 14:05:24 main:574] : INFO : Epoch 1802 | loss: 0.0310428 | val_loss: 0.0310973 | Time: 2177.49 ms [2022-02-19 14:05:26 main:574] : INFO : Epoch 1803 | loss: 0.0310417 | val_loss: 0.0310977 | Time: 2097.56 ms [2022-02-19 14:05:28 main:574] : INFO : Epoch 1804 | loss: 0.0310386 | val_loss: 0.0310973 | Time: 2056.42 ms [2022-02-19 14:05:30 main:574] : INFO : Epoch 1805 | loss: 0.0310456 | val_loss: 0.0310961 | Time: 2114.59 ms [2022-02-19 14:05:32 main:574] : INFO : Epoch 1806 | loss: 0.0310452 | val_loss: 0.0310949 | Time: 2119.93 ms [2022-02-19 14:05:34 main:574] : INFO : Epoch 1807 | loss: 0.0310476 | val_loss: 0.0311009 | Time: 2094.8 ms [2022-02-19 14:05:36 main:574] : INFO : Epoch 1808 | loss: 0.0310447 | val_loss: 0.0310997 | Time: 2138.12 ms [2022-02-19 14:05:39 main:574] : INFO : Epoch 1809 | loss: 0.0310444 | val_loss: 0.0310971 | Time: 2146.1 ms [2022-02-19 14:05:41 main:574] : INFO : Epoch 1810 | loss: 0.0310459 | val_loss: 0.0311037 | Time: 2111.51 ms [2022-02-19 14:05:43 main:574] : INFO : Epoch 1811 | loss: 0.0310435 | val_loss: 0.0310914 | Time: 2125.04 ms [2022-02-19 14:05:45 main:574] : INFO : Epoch 1812 | loss: 0.0310446 | val_loss: 0.0310931 | Time: 2235.92 ms [2022-02-19 14:05:47 main:574] : INFO : Epoch 1813 | loss: 0.0310455 | val_loss: 0.0311077 | Time: 2121.81 ms [2022-02-19 14:05:50 main:574] : INFO : Epoch 1814 | loss: 0.0310501 | val_loss: 0.0311037 | Time: 2185.01 ms [2022-02-19 14:05:52 main:574] : INFO : Epoch 1815 | loss: 0.031045 | val_loss: 0.0310899 | Time: 2050.18 ms [2022-02-19 14:05:54 main:574] : INFO : Epoch 1816 | loss: 0.0310388 | val_loss: 0.031089 | Time: 2068.86 ms [2022-02-19 14:05:56 main:574] : INFO : Epoch 1817 | loss: 0.0310395 | val_loss: 0.0310982 | Time: 2122.1 ms [2022-02-19 14:05:58 main:574] : INFO : Epoch 1818 | loss: 0.0310479 | val_loss: 0.031096 | Time: 2004.11 ms [2022-02-19 14:06:00 main:574] : INFO : Epoch 1819 | loss: 0.0310444 | val_loss: 0.0310928 | Time: 2219.59 ms [2022-02-19 14:06:02 main:574] : INFO : Epoch 1820 | loss: 0.0310413 | val_loss: 0.0311046 | Time: 2115.56 ms [2022-02-19 14:06:04 main:574] : INFO : Epoch 1821 | loss: 0.0310501 | val_loss: 0.0310931 | Time: 2092.76 ms [2022-02-19 14:06:07 main:574] : INFO : Epoch 1822 | loss: 0.0310631 | val_loss: 0.0311031 | Time: 2190.03 ms [2022-02-19 14:06:09 main:574] : INFO : Epoch 1823 | loss: 0.0310516 | val_loss: 0.0310963 | Time: 2059.41 ms [2022-02-19 14:06:11 main:574] : INFO : Epoch 1824 | loss: 0.0310522 | val_loss: 0.0310937 | Time: 2105.06 ms [2022-02-19 14:06:13 main:574] : INFO : Epoch 1825 | loss: 0.0310502 | val_loss: 0.0310974 | Time: 2323.59 ms [2022-02-19 14:06:15 main:574] : INFO : Epoch 1826 | loss: 0.0310437 | val_loss: 0.0310949 | Time: 2110.78 ms [2022-02-19 14:06:17 main:574] : INFO : Epoch 1827 | loss: 0.0310423 | val_loss: 0.0310986 | Time: 2146.21 ms [2022-02-19 14:06:20 main:574] : INFO : Epoch 1828 | loss: 0.0310441 | val_loss: 0.0310951 | Time: 2086.16 ms [2022-02-19 14:06:22 main:574] : INFO : Epoch 1829 | loss: 0.031044 | val_loss: 0.0310922 | Time: 2186.49 ms [2022-02-19 14:06:24 main:574] : INFO : Epoch 1830 | loss: 0.0310417 | val_loss: 0.0311044 | Time: 2057.99 ms [2022-02-19 14:06:26 main:574] : INFO : Epoch 1831 | loss: 0.0310377 | val_loss: 0.031101 | Time: 2108.04 ms [2022-02-19 14:06:28 main:574] : INFO : Epoch 1832 | loss: 0.0310417 | val_loss: 0.0310965 | Time: 2125.19 ms [2022-02-19 14:06:30 main:574] : INFO : Epoch 1833 | loss: 0.0310576 | val_loss: 0.0311044 | Time: 2275.46 ms [2022-02-19 14:06:32 main:574] : INFO : Epoch 1834 | loss: 0.031082 | val_loss: 0.0311071 | Time: 2066.32 ms [2022-02-19 14:06:35 main:574] : INFO : Epoch 1835 | loss: 0.0310803 | val_loss: 0.0311026 | Time: 2162.85 ms [2022-02-19 14:06:37 main:574] : INFO : Epoch 1836 | loss: 0.031074 | val_loss: 0.0311025 | Time: 2160.93 ms [2022-02-19 14:06:39 main:574] : INFO : Epoch 1837 | loss: 0.0310703 | val_loss: 0.0311058 | Time: 2075.48 ms [2022-02-19 14:06:41 main:574] : INFO : Epoch 1838 | loss: 0.0310687 | val_loss: 0.0311055 | Time: 2098.99 ms [2022-02-19 14:06:43 main:574] : INFO : Epoch 1839 | loss: 0.0310631 | val_loss: 0.0310945 | Time: 2089.84 ms [2022-02-19 14:06:45 main:574] : INFO : Epoch 1840 | loss: 0.0310546 | val_loss: 0.0310941 | Time: 2186.28 ms [2022-02-19 14:06:47 main:574] : INFO : Epoch 1841 | loss: 0.0310542 | val_loss: 0.0310993 | Time: 2165.65 ms [2022-02-19 14:06:50 main:574] : INFO : Epoch 1842 | loss: 0.0310524 | val_loss: 0.0311027 | Time: 2133.81 ms [2022-02-19 14:06:52 main:574] : INFO : Epoch 1843 | loss: 0.0310506 | val_loss: 0.0311085 | Time: 2090.56 ms [2022-02-19 14:06:54 main:574] : INFO : Epoch 1844 | loss: 0.0310507 | val_loss: 0.0310958 | Time: 2120.35 ms [2022-02-19 14:06:56 main:574] : INFO : Epoch 1845 | loss: 0.0310489 | val_loss: 0.0310982 | Time: 2144.55 ms [2022-02-19 14:06:58 main:574] : INFO : Epoch 1846 | loss: 0.0310525 | val_loss: 0.031104 | Time: 2135.72 ms [2022-02-19 14:07:00 main:574] : INFO : Epoch 1847 | loss: 0.0310525 | val_loss: 0.0311076 | Time: 2083.05 ms [2022-02-19 14:07:03 main:574] : INFO : Epoch 1848 | loss: 0.0310634 | val_loss: 0.0311229 | Time: 2146.5 ms [2022-02-19 14:07:05 main:574] : INFO : Epoch 1849 | loss: 0.0310628 | val_loss: 0.031112 | Time: 2082.71 ms [2022-02-19 14:07:07 main:574] : INFO : Epoch 1850 | loss: 0.0310762 | val_loss: 0.0311161 | Time: 2140.38 ms [2022-02-19 14:07:09 main:574] : INFO : Epoch 1851 | loss: 0.0310731 | val_loss: 0.0311073 | Time: 2075.48 ms [2022-02-19 14:07:11 main:574] : INFO : Epoch 1852 | loss: 0.0310908 | val_loss: 0.0311255 | Time: 2131.49 ms [2022-02-19 14:07:13 main:574] : INFO : Epoch 1853 | loss: 0.0310898 | val_loss: 0.0311162 | Time: 2102.87 ms [2022-02-19 14:07:15 main:574] : INFO : Epoch 1854 | loss: 0.0310748 | val_loss: 0.0311193 | Time: 2148.97 ms [2022-02-19 14:07:18 main:574] : INFO : Epoch 1855 | loss: 0.0310676 | val_loss: 0.031118 | Time: 2155.2 ms [2022-02-19 14:07:20 main:574] : INFO : Epoch 1856 | loss: 0.0310628 | val_loss: 0.0311094 | Time: 2217.05 ms [2022-02-19 14:07:22 main:574] : INFO : Epoch 1857 | loss: 0.0310607 | val_loss: 0.0311096 | Time: 2135.32 ms [2022-02-19 14:07:24 main:574] : INFO : Epoch 1858 | loss: 0.0310594 | val_loss: 0.0311077 | Time: 2139.46 ms [2022-02-19 14:07:26 main:574] : INFO : Epoch 1859 | loss: 0.0310578 | val_loss: 0.0311096 | Time: 2187.97 ms [2022-02-19 14:07:29 main:574] : INFO : Epoch 1860 | loss: 0.031058 | val_loss: 0.0311135 | Time: 2212.04 ms [2022-02-19 14:07:31 main:574] : INFO : Epoch 1861 | loss: 0.0310564 | val_loss: 0.0311118 | Time: 2152.55 ms [2022-02-19 14:07:33 main:574] : INFO : Epoch 1862 | loss: 0.0310539 | val_loss: 0.0311135 | Time: 2163.63 ms [2022-02-19 14:07:35 main:574] : INFO : Epoch 1863 | loss: 0.0310536 | val_loss: 0.0311128 | Time: 2121.04 ms [2022-02-19 14:07:37 main:574] : INFO : Epoch 1864 | loss: 0.0310614 | val_loss: 0.0311146 | Time: 2100.87 ms [2022-02-19 14:07:39 main:574] : INFO : Epoch 1865 | loss: 0.0310584 | val_loss: 0.0311121 | Time: 2120.26 ms [2022-02-19 14:07:41 main:574] : INFO : Epoch 1866 | loss: 0.031054 | val_loss: 0.0311075 | Time: 2095.15 ms [2022-02-19 14:07:44 main:574] : INFO : Epoch 1867 | loss: 0.0310497 | val_loss: 0.0311038 | Time: 2140.82 ms [2022-02-19 14:07:46 main:574] : INFO : Epoch 1868 | loss: 0.0310605 | val_loss: 0.0311051 | Time: 2223.26 ms [2022-02-19 14:07:48 main:574] : INFO : Epoch 1869 | loss: 0.0310682 | val_loss: 0.0311047 | Time: 2087.6 ms [2022-02-19 14:07:50 main:574] : INFO : Epoch 1870 | loss: 0.03107 | val_loss: 0.0311018 | Time: 2047.42 ms [2022-02-19 14:07:52 main:574] : INFO : Epoch 1871 | loss: 0.0310653 | val_loss: 0.031101 | Time: 2052.34 ms [2022-02-19 14:07:54 main:574] : INFO : Epoch 1872 | loss: 0.0310619 | val_loss: 0.0311008 | Time: 2121.13 ms [2022-02-19 14:07:56 main:574] : INFO : Epoch 1873 | loss: 0.031059 | val_loss: 0.0311117 | Time: 2230.2 ms [2022-02-19 14:07:59 main:574] : INFO : Epoch 1874 | loss: 0.031054 | val_loss: 0.031098 | Time: 2102.19 ms [2022-02-19 14:08:01 main:574] : INFO : Epoch 1875 | loss: 0.0310537 | val_loss: 0.0310967 | Time: 2123.06 ms [2022-02-19 14:08:03 main:574] : INFO : Epoch 1876 | loss: 0.0310499 | val_loss: 0.0310978 | Time: 2026.2 ms [2022-02-19 14:08:05 main:574] : INFO : Epoch 1877 | loss: 0.0310497 | val_loss: 0.031109 | Time: 2201.54 ms [2022-02-19 14:08:07 main:574] : INFO : Epoch 1878 | loss: 0.0310515 | val_loss: 0.0311031 | Time: 2105.23 ms [2022-02-19 14:08:09 main:574] : INFO : Epoch 1879 | loss: 0.0310501 | val_loss: 0.0311038 | Time: 2149.17 ms [2022-02-19 14:08:11 main:574] : INFO : Epoch 1880 | loss: 0.0310473 | val_loss: 0.0311066 | Time: 2057.17 ms [2022-02-19 14:08:13 main:574] : INFO : Epoch 1881 | loss: 0.0310447 | val_loss: 0.0311043 | Time: 2057.07 ms [2022-02-19 14:08:16 main:574] : INFO : Epoch 1882 | loss: 0.0310463 | val_loss: 0.0311031 | Time: 2183.52 ms [2022-02-19 14:08:18 main:574] : INFO : Epoch 1883 | loss: 0.0310452 | val_loss: 0.0311054 | Time: 2081.86 ms [2022-02-19 14:08:20 main:574] : INFO : Epoch 1884 | loss: 0.0310543 | val_loss: 0.0311038 | Time: 2093.11 ms [2022-02-19 14:08:22 main:574] : INFO : Epoch 1885 | loss: 0.0310728 | val_loss: 0.0311177 | Time: 2145.34 ms [2022-02-19 14:08:24 main:574] : INFO : Epoch 1886 | loss: 0.031086 | val_loss: 0.0311217 | Time: 2130.34 ms [2022-02-19 14:08:26 main:574] : INFO : Epoch 1887 | loss: 0.0310784 | val_loss: 0.0311111 | Time: 2113.12 ms [2022-02-19 14:08:28 main:574] : INFO : Epoch 1888 | loss: 0.0310608 | val_loss: 0.0311073 | Time: 2081.36 ms [2022-02-19 14:08:30 main:574] : INFO : Epoch 1889 | loss: 0.0310579 | val_loss: 0.0311038 | Time: 2055.81 ms [2022-02-19 14:08:33 main:574] : INFO : Epoch 1890 | loss: 0.0310561 | val_loss: 0.0311102 | Time: 2130.99 ms [2022-02-19 14:08:35 main:574] : INFO : Epoch 1891 | loss: 0.0310547 | val_loss: 0.0311092 | Time: 2071.53 ms [2022-02-19 14:08:37 main:574] : INFO : Epoch 1892 | loss: 0.0310522 | val_loss: 0.0311051 | Time: 2102.38 ms [2022-02-19 14:08:39 main:574] : INFO : Epoch 1893 | loss: 0.0310498 | val_loss: 0.0310977 | Time: 2055.73 ms [2022-02-19 14:08:41 main:574] : INFO : Epoch 1894 | loss: 0.0310475 | val_loss: 0.0310995 | Time: 2127.09 ms [2022-02-19 14:08:43 main:574] : INFO : Epoch 1895 | loss: 0.031048 | val_loss: 0.0311065 | Time: 2104.95 ms [2022-02-19 14:08:45 main:574] : INFO : Epoch 1896 | loss: 0.0310462 | val_loss: 0.0311068 | Time: 2193.02 ms [2022-02-19 14:08:47 main:574] : INFO : Epoch 1897 | loss: 0.0310448 | val_loss: 0.0311089 | Time: 2113.85 ms [2022-02-19 14:08:50 main:574] : INFO : Epoch 1898 | loss: 0.0310463 | val_loss: 0.0310993 | Time: 2190.98 ms [2022-02-19 14:08:52 main:574] : INFO : Epoch 1899 | loss: 0.0310519 | val_loss: 0.0311125 | Time: 2162.74 ms [2022-02-19 14:08:54 main:574] : INFO : Epoch 1900 | loss: 0.0310552 | val_loss: 0.0311135 | Time: 2080.6 ms [2022-02-19 14:08:56 main:574] : INFO : Epoch 1901 | loss: 0.0310507 | val_loss: 0.0311088 | Time: 2092.01 ms [2022-02-19 14:08:58 main:574] : INFO : Epoch 1902 | loss: 0.0310487 | val_loss: 0.0311022 | Time: 2125.93 ms [2022-02-19 14:09:01 main:574] : INFO : Epoch 1903 | loss: 0.0310607 | val_loss: 0.0311079 | Time: 2272.45 ms [2022-02-19 14:09:03 main:574] : INFO : Epoch 1904 | loss: 0.0310553 | val_loss: 0.0311114 | Time: 2177.49 ms [2022-02-19 14:09:05 main:574] : INFO : Epoch 1905 | loss: 0.0310572 | val_loss: 0.0311062 | Time: 2166.68 ms [2022-02-19 14:09:07 main:574] : INFO : Epoch 1906 | loss: 0.0310536 | val_loss: 0.0311038 | Time: 2172.11 ms [2022-02-19 14:09:09 main:574] : INFO : Epoch 1907 | loss: 0.0310505 | val_loss: 0.031103 | Time: 2095.09 ms [2022-02-19 14:09:11 main:574] : INFO : Epoch 1908 | loss: 0.031052 | val_loss: 0.031099 | Time: 2086.99 ms [2022-02-19 14:09:13 main:574] : INFO : Epoch 1909 | loss: 0.0310506 | val_loss: 0.0310994 | Time: 2114.61 ms [2022-02-19 14:09:16 main:574] : INFO : Epoch 1910 | loss: 0.0310482 | val_loss: 0.0311018 | Time: 2252.5 ms [2022-02-19 14:09:18 main:574] : INFO : Epoch 1911 | loss: 0.0310475 | val_loss: 0.0311051 | Time: 2108.56 ms [2022-02-19 14:09:20 main:574] : INFO : Epoch 1912 | loss: 0.0310479 | val_loss: 0.031109 | Time: 2174.58 ms [2022-02-19 14:09:22 main:574] : INFO : Epoch 1913 | loss: 0.0310521 | val_loss: 0.0311125 | Time: 2176.43 ms [2022-02-19 14:09:24 main:574] : INFO : Epoch 1914 | loss: 0.0310499 | val_loss: 0.0310938 | Time: 2087.96 ms [2022-02-19 14:09:26 main:574] : INFO : Epoch 1915 | loss: 0.0310488 | val_loss: 0.0310922 | Time: 2132.08 ms [2022-02-19 14:09:29 main:574] : INFO : Epoch 1916 | loss: 0.0310635 | val_loss: 0.0311115 | Time: 2112.78 ms [2022-02-19 14:09:31 main:574] : INFO : Epoch 1917 | loss: 0.0310668 | val_loss: 0.0310968 | Time: 2023.18 ms [2022-02-19 14:09:33 main:574] : INFO : Epoch 1918 | loss: 0.0310656 | val_loss: 0.0311053 | Time: 2087.33 ms [2022-02-19 14:09:35 main:574] : INFO : Epoch 1919 | loss: 0.0310596 | val_loss: 0.0310941 | Time: 2071.4 ms [2022-02-19 14:09:37 main:574] : INFO : Epoch 1920 | loss: 0.0310571 | val_loss: 0.031103 | Time: 2129.91 ms [2022-02-19 14:09:39 main:574] : INFO : Epoch 1921 | loss: 0.0310534 | val_loss: 0.0311089 | Time: 2025.56 ms [2022-02-19 14:09:41 main:574] : INFO : Epoch 1922 | loss: 0.031052 | val_loss: 0.0311057 | Time: 2076.72 ms [2022-02-19 14:09:43 main:574] : INFO : Epoch 1923 | loss: 0.0310578 | val_loss: 0.0311029 | Time: 2104.53 ms [2022-02-19 14:09:45 main:574] : INFO : Epoch 1924 | loss: 0.0310497 | val_loss: 0.0311 | Time: 2106.16 ms [2022-02-19 14:09:48 main:574] : INFO : Epoch 1925 | loss: 0.0310543 | val_loss: 0.0311033 | Time: 2166.57 ms [2022-02-19 14:09:50 main:574] : INFO : Epoch 1926 | loss: 0.0310533 | val_loss: 0.031103 | Time: 2121.77 ms [2022-02-19 14:09:52 main:574] : INFO : Epoch 1927 | loss: 0.0310529 | val_loss: 0.0310957 | Time: 2081.88 ms [2022-02-19 14:09:54 main:574] : INFO : Epoch 1928 | loss: 0.0310491 | val_loss: 0.0310951 | Time: 2067.02 ms [2022-02-19 14:09:56 main:574] : INFO : Epoch 1929 | loss: 0.0310464 | val_loss: 0.0311023 | Time: 2156.34 ms [2022-02-19 14:09:58 main:574] : INFO : Epoch 1930 | loss: 0.0310495 | val_loss: 0.031109 | Time: 2108.64 ms [2022-02-19 14:10:01 main:574] : INFO : Epoch 1931 | loss: 0.0310529 | val_loss: 0.0311093 | Time: 2264.04 ms [2022-02-19 14:10:03 main:574] : INFO : Epoch 1932 | loss: 0.0310535 | val_loss: 0.0311047 | Time: 2120.3 ms [2022-02-19 14:10:05 main:574] : INFO : Epoch 1933 | loss: 0.0310527 | val_loss: 0.0311027 | Time: 2169.73 ms [2022-02-19 14:10:07 main:574] : INFO : Epoch 1934 | loss: 0.0310694 | val_loss: 0.0311057 | Time: 2150.6 ms [2022-02-19 14:10:09 main:574] : INFO : Epoch 1935 | loss: 0.0310716 | val_loss: 0.0311096 | Time: 2071.2 ms [2022-02-19 14:10:11 main:574] : INFO : Epoch 1936 | loss: 0.0310678 | val_loss: 0.0311002 | Time: 2107.17 ms [2022-02-19 14:10:13 main:574] : INFO : Epoch 1937 | loss: 0.0310626 | val_loss: 0.0310989 | Time: 2105.88 ms [2022-02-19 14:10:16 main:574] : INFO : Epoch 1938 | loss: 0.0310652 | val_loss: 0.0311077 | Time: 2216.81 ms [2022-02-19 14:10:18 main:574] : INFO : Epoch 1939 | loss: 0.0310556 | val_loss: 0.0311083 | Time: 2139.27 ms [2022-02-19 14:10:20 main:574] : INFO : Epoch 1940 | loss: 0.0310511 | val_loss: 0.0310992 | Time: 2254.63 ms [2022-02-19 14:10:22 main:574] : INFO : Epoch 1941 | loss: 0.0310529 | val_loss: 0.0311004 | Time: 2062.47 ms [2022-02-19 14:10:24 main:574] : INFO : Epoch 1942 | loss: 0.0310542 | val_loss: 0.0311034 | Time: 2180.68 ms [2022-02-19 14:10:27 main:574] : INFO : Epoch 1943 | loss: 0.0310531 | val_loss: 0.0311129 | Time: 2158.3 ms [2022-02-19 14:10:29 main:574] : INFO : Epoch 1944 | loss: 0.0310503 | val_loss: 0.0311057 | Time: 2131.45 ms [2022-02-19 14:10:31 main:574] : INFO : Epoch 1945 | loss: 0.0310463 | val_loss: 0.0311042 | Time: 2201.76 ms [2022-02-19 14:10:33 main:574] : INFO : Epoch 1946 | loss: 0.0310444 | val_loss: 0.0310974 | Time: 2102.19 ms [2022-02-19 14:10:35 main:574] : INFO : Epoch 1947 | loss: 0.0310464 | val_loss: 0.0311076 | Time: 2071.39 ms [2022-02-19 14:10:37 main:574] : INFO : Epoch 1948 | loss: 0.0310462 | val_loss: 0.0311057 | Time: 2138.66 ms [2022-02-19 14:10:39 main:574] : INFO : Epoch 1949 | loss: 0.031044 | val_loss: 0.0311046 | Time: 2098.96 ms [2022-02-19 14:10:41 main:574] : INFO : Epoch 1950 | loss: 0.0310437 | val_loss: 0.0311036 | Time: 2114.18 ms [2022-02-19 14:10:44 main:574] : INFO : Epoch 1951 | loss: 0.0310433 | val_loss: 0.0311077 | Time: 2066.53 ms [2022-02-19 14:10:46 main:574] : INFO : Epoch 1952 | loss: 0.0310407 | val_loss: 0.0311064 | Time: 2081.25 ms [2022-02-19 14:10:48 main:574] : INFO : Epoch 1953 | loss: 0.0310473 | val_loss: 0.031107 | Time: 2174.89 ms [2022-02-19 14:10:50 main:574] : INFO : Epoch 1954 | loss: 0.0310465 | val_loss: 0.0311075 | Time: 2111.48 ms [2022-02-19 14:10:52 main:574] : INFO : Epoch 1955 | loss: 0.031044 | val_loss: 0.0311213 | Time: 2114.34 ms [2022-02-19 14:10:54 main:574] : INFO : Epoch 1956 | loss: 0.0310897 | val_loss: 0.0311276 | Time: 2180.49 ms [2022-02-19 14:10:56 main:574] : INFO : Epoch 1957 | loss: 0.0310985 | val_loss: 0.0311286 | Time: 2067.91 ms [2022-02-19 14:10:59 main:574] : INFO : Epoch 1958 | loss: 0.0310947 | val_loss: 0.0311255 | Time: 2166.83 ms [2022-02-19 14:11:01 main:574] : INFO : Epoch 1959 | loss: 0.0310903 | val_loss: 0.0311196 | Time: 2224.68 ms [2022-02-19 14:11:03 main:574] : INFO : Epoch 1960 | loss: 0.0310868 | val_loss: 0.0311217 | Time: 2149.18 ms [2022-02-19 14:11:05 main:574] : INFO : Epoch 1961 | loss: 0.0310816 | val_loss: 0.0311201 | Time: 2098.23 ms [2022-02-19 14:11:07 main:574] : INFO : Epoch 1962 | loss: 0.031075 | val_loss: 0.0311246 | Time: 2150.63 ms [2022-02-19 14:11:09 main:574] : INFO : Epoch 1963 | loss: 0.0310745 | val_loss: 0.0311201 | Time: 2172.43 ms [2022-02-19 14:11:12 main:574] : INFO : Epoch 1964 | loss: 0.0310752 | val_loss: 0.0311141 | Time: 2153.51 ms [2022-02-19 14:11:14 main:574] : INFO : Epoch 1965 | loss: 0.0310713 | val_loss: 0.0311176 | Time: 2141.14 ms [2022-02-19 14:11:16 main:574] : INFO : Epoch 1966 | loss: 0.0310668 | val_loss: 0.0311219 | Time: 2164.37 ms [2022-02-19 14:11:18 main:574] : INFO : Epoch 1967 | loss: 0.031063 | val_loss: 0.0311174 | Time: 2190.49 ms [2022-02-19 14:11:20 main:574] : INFO : Epoch 1968 | loss: 0.0310579 | val_loss: 0.03111 | Time: 2146.68 ms [2022-02-19 14:11:23 main:574] : INFO : Epoch 1969 | loss: 0.0310555 | val_loss: 0.0311156 | Time: 2214.5 ms [2022-02-19 14:11:25 main:574] : INFO : Epoch 1970 | loss: 0.0310527 | val_loss: 0.0311134 | Time: 2122.8 ms [2022-02-19 14:11:27 main:574] : INFO : Epoch 1971 | loss: 0.0310491 | val_loss: 0.0311132 | Time: 2172.55 ms [2022-02-19 14:11:29 main:574] : INFO : Epoch 1972 | loss: 0.0310509 | val_loss: 0.0311065 | Time: 2096.16 ms [2022-02-19 14:11:31 main:574] : INFO : Epoch 1973 | loss: 0.0310516 | val_loss: 0.0311113 | Time: 2119.56 ms [2022-02-19 14:11:33 main:574] : INFO : Epoch 1974 | loss: 0.03105 | val_loss: 0.0311128 | Time: 2097.82 ms [2022-02-19 14:11:36 main:574] : INFO : Epoch 1975 | loss: 0.0310529 | val_loss: 0.0311128 | Time: 2254.53 ms [2022-02-19 14:11:38 main:574] : INFO : Epoch 1976 | loss: 0.0310493 | val_loss: 0.0311098 | Time: 2160.83 ms [2022-02-19 14:11:40 main:574] : INFO : Epoch 1977 | loss: 0.0310471 | val_loss: 0.0311102 | Time: 2139.4 ms [2022-02-19 14:11:42 main:574] : INFO : Epoch 1978 | loss: 0.0310482 | val_loss: 0.0311073 | Time: 2154.31 ms [2022-02-19 14:11:45 main:574] : INFO : Epoch 1979 | loss: 0.0310449 | val_loss: 0.0311164 | Time: 2342.09 ms [2022-02-19 14:11:47 main:574] : INFO : Epoch 1980 | loss: 0.0310445 | val_loss: 0.0311169 | Time: 2204.1 ms [2022-02-19 14:11:49 main:574] : INFO : Epoch 1981 | loss: 0.0310477 | val_loss: 0.0311103 | Time: 2094.42 ms [2022-02-19 14:11:51 main:574] : INFO : Epoch 1982 | loss: 0.0310458 | val_loss: 0.0311164 | Time: 2140.76 ms [2022-02-19 14:11:53 main:574] : INFO : Epoch 1983 | loss: 0.0310433 | val_loss: 0.0311175 | Time: 2155.08 ms [2022-02-19 14:11:55 main:574] : INFO : Epoch 1984 | loss: 0.031042 | val_loss: 0.03112 | Time: 2168.4 ms [2022-02-19 14:11:57 main:574] : INFO : Epoch 1985 | loss: 0.0310416 | val_loss: 0.0311164 | Time: 2091.76 ms [2022-02-19 14:12:00 main:574] : INFO : Epoch 1986 | loss: 0.0310409 | val_loss: 0.0311149 | Time: 2162.99 ms [2022-02-19 14:12:02 main:574] : INFO : Epoch 1987 | loss: 0.0310418 | val_loss: 0.0311103 | Time: 2146.25 ms [2022-02-19 14:12:04 main:574] : INFO : Epoch 1988 | loss: 0.0310458 | val_loss: 0.0311125 | Time: 2083.95 ms [2022-02-19 14:12:06 main:574] : INFO : Epoch 1989 | loss: 0.031059 | val_loss: 0.0311166 | Time: 2093.91 ms [2022-02-19 14:12:08 main:574] : INFO : Epoch 1990 | loss: 0.0310573 | val_loss: 0.0311162 | Time: 2111.52 ms [2022-02-19 14:12:10 main:574] : INFO : Epoch 1991 | loss: 0.031052 | val_loss: 0.0311053 | Time: 2154.88 ms [2022-02-19 14:12:13 main:574] : INFO : Epoch 1992 | loss: 0.0310519 | val_loss: 0.0311076 | Time: 2129.66 ms [2022-02-19 14:12:15 main:574] : INFO : Epoch 1993 | loss: 0.0310539 | val_loss: 0.0311042 | Time: 2188.58 ms [2022-02-19 14:12:17 main:574] : INFO : Epoch 1994 | loss: 0.031052 | val_loss: 0.0311073 | Time: 2132.8 ms [2022-02-19 14:12:19 main:574] : INFO : Epoch 1995 | loss: 0.031048 | val_loss: 0.0311058 | Time: 2138.08 ms [2022-02-19 14:12:21 main:574] : INFO : Epoch 1996 | loss: 0.0310455 | val_loss: 0.0311248 | Time: 1980.52 ms [2022-02-19 14:12:23 main:574] : INFO : Epoch 1997 | loss: 0.0310456 | val_loss: 0.0311276 | Time: 2114.06 ms [2022-02-19 14:12:25 main:574] : INFO : Epoch 1998 | loss: 0.0310426 | val_loss: 0.0311087 | Time: 2025.89 ms [2022-02-19 14:12:27 main:574] : INFO : Epoch 1999 | loss: 0.0310496 | val_loss: 0.0311189 | Time: 2180.43 ms [2022-02-19 14:12:29 main:574] : INFO : Epoch 2000 | loss: 0.0310512 | val_loss: 0.0311165 | Time: 2024.55 ms [2022-02-19 14:12:32 main:574] : INFO : Epoch 2001 | loss: 0.0310549 | val_loss: 0.0311165 | Time: 2107.24 ms [2022-02-19 14:12:34 main:574] : INFO : Epoch 2002 | loss: 0.0310692 | val_loss: 0.0315676 | Time: 2067.49 ms [2022-02-19 14:12:36 main:574] : INFO : Epoch 2003 | loss: 0.032643 | val_loss: 0.0441337 | Time: 2068.69 ms [2022-02-19 14:12:38 main:574] : INFO : Epoch 2004 | loss: 0.0334231 | val_loss: 0.0312751 | Time: 2056.81 ms [2022-02-19 14:12:40 main:574] : INFO : Epoch 2005 | loss: 0.031411 | val_loss: 0.0312704 | Time: 2074.86 ms [2022-02-19 14:12:42 main:574] : INFO : Epoch 2006 | loss: 0.0311859 | val_loss: 0.0311311 | Time: 2098.67 ms [2022-02-19 14:12:44 main:574] : INFO : Epoch 2007 | loss: 0.0311035 | val_loss: 0.031103 | Time: 2103.63 ms [2022-02-19 14:12:46 main:574] : INFO : Epoch 2008 | loss: 0.0310693 | val_loss: 0.0311113 | Time: 2124.35 ms [2022-02-19 14:12:48 main:574] : INFO : Epoch 2009 | loss: 0.0310728 | val_loss: 0.031112 | Time: 2124.87 ms [2022-02-19 14:12:51 main:574] : INFO : Epoch 2010 | loss: 0.0310623 | val_loss: 0.0311002 | Time: 2161.69 ms [2022-02-19 14:12:53 main:574] : INFO : Epoch 2011 | loss: 0.0310602 | val_loss: 0.0311016 | Time: 2080.11 ms [2022-02-19 14:12:55 main:574] : INFO : Epoch 2012 | loss: 0.031058 | val_loss: 0.031104 | Time: 2139.88 ms [2022-02-19 14:12:57 main:574] : INFO : Epoch 2013 | loss: 0.0310535 | val_loss: 0.0310976 | Time: 2121.1 ms [2022-02-19 14:12:59 main:574] : INFO : Epoch 2014 | loss: 0.0310525 | val_loss: 0.0311017 | Time: 2123.28 ms [2022-02-19 14:13:01 main:574] : INFO : Epoch 2015 | loss: 0.0310523 | val_loss: 0.0311068 | Time: 2132.7 ms [2022-02-19 14:13:04 main:574] : INFO : Epoch 2016 | loss: 0.0310548 | val_loss: 0.0310989 | Time: 2187.99 ms [2022-02-19 14:13:06 main:574] : INFO : Epoch 2017 | loss: 0.0310543 | val_loss: 0.0311042 | Time: 2171.98 ms [2022-02-19 14:13:08 main:574] : INFO : Epoch 2018 | loss: 0.031052 | val_loss: 0.0311099 | Time: 2015.11 ms [2022-02-19 14:13:10 main:574] : INFO : Epoch 2019 | loss: 0.031051 | val_loss: 0.0311017 | Time: 2097.13 ms [2022-02-19 14:13:12 main:574] : INFO : Epoch 2020 | loss: 0.0310499 | val_loss: 0.0311026 | Time: 2094.99 ms [2022-02-19 14:13:14 main:574] : INFO : Epoch 2021 | loss: 0.031048 | val_loss: 0.0310972 | Time: 2060.98 ms [2022-02-19 14:13:16 main:574] : INFO : Epoch 2022 | loss: 0.0310526 | val_loss: 0.0310941 | Time: 2260.42 ms [2022-02-19 14:13:18 main:574] : INFO : Epoch 2023 | loss: 0.0310555 | val_loss: 0.0311007 | Time: 2099.81 ms [2022-02-19 14:13:21 main:574] : INFO : Epoch 2024 | loss: 0.0310539 | val_loss: 0.0310991 | Time: 2046.75 ms [2022-02-19 14:13:23 main:574] : INFO : Epoch 2025 | loss: 0.0310789 | val_loss: 0.0311059 | Time: 2114.5 ms [2022-02-19 14:13:25 main:574] : INFO : Epoch 2026 | loss: 0.0310791 | val_loss: 0.0311086 | Time: 2107.65 ms [2022-02-19 14:13:27 main:574] : INFO : Epoch 2027 | loss: 0.031069 | val_loss: 0.0310952 | Time: 2209.73 ms [2022-02-19 14:13:29 main:574] : INFO : Epoch 2028 | loss: 0.0310595 | val_loss: 0.0310995 | Time: 2165.1 ms [2022-02-19 14:13:31 main:574] : INFO : Epoch 2029 | loss: 0.0310601 | val_loss: 0.0310985 | Time: 2060.94 ms [2022-02-19 14:13:33 main:574] : INFO : Epoch 2030 | loss: 0.031054 | val_loss: 0.0311014 | Time: 2130.13 ms [2022-02-19 14:13:36 main:574] : INFO : Epoch 2031 | loss: 0.0310501 | val_loss: 0.0311095 | Time: 2114.69 ms [2022-02-19 14:13:38 main:574] : INFO : Epoch 2032 | loss: 0.0310466 | val_loss: 0.0311073 | Time: 2107.49 ms [2022-02-19 14:13:40 main:574] : INFO : Epoch 2033 | loss: 0.031048 | val_loss: 0.0311032 | Time: 2074.45 ms [2022-02-19 14:13:42 main:574] : INFO : Epoch 2034 | loss: 0.0310532 | val_loss: 0.0311071 | Time: 2063.28 ms [2022-02-19 14:13:44 main:574] : INFO : Epoch 2035 | loss: 0.0310529 | val_loss: 0.0310976 | Time: 2147.46 ms [2022-02-19 14:13:46 main:574] : INFO : Epoch 2036 | loss: 0.0310473 | val_loss: 0.0311001 | Time: 2081.11 ms [2022-02-19 14:13:48 main:574] : INFO : Epoch 2037 | loss: 0.0310477 | val_loss: 0.0310967 | Time: 2191.23 ms [2022-02-19 14:13:50 main:574] : INFO : Epoch 2038 | loss: 0.0310458 | val_loss: 0.0310946 | Time: 2028.59 ms [2022-02-19 14:13:53 main:574] : INFO : Epoch 2039 | loss: 0.0310451 | val_loss: 0.0310981 | Time: 2135.26 ms [2022-02-19 14:13:55 main:574] : INFO : Epoch 2040 | loss: 0.0310505 | val_loss: 0.0310971 | Time: 2194.77 ms [2022-02-19 14:13:57 main:574] : INFO : Epoch 2041 | loss: 0.0310509 | val_loss: 0.0310987 | Time: 2109.4 ms [2022-02-19 14:13:59 main:574] : INFO : Epoch 2042 | loss: 0.0310509 | val_loss: 0.0311023 | Time: 2106.95 ms [2022-02-19 14:14:01 main:574] : INFO : Epoch 2043 | loss: 0.0310499 | val_loss: 0.0310979 | Time: 2165.78 ms [2022-02-19 14:14:03 main:574] : INFO : Epoch 2044 | loss: 0.0310484 | val_loss: 0.0311007 | Time: 2108.41 ms [2022-02-19 14:14:05 main:574] : INFO : Epoch 2045 | loss: 0.0310443 | val_loss: 0.0310989 | Time: 2092.16 ms [2022-02-19 14:14:08 main:574] : INFO : Epoch 2046 | loss: 0.0310431 | val_loss: 0.0311003 | Time: 2144.56 ms [2022-02-19 14:14:10 main:574] : INFO : Epoch 2047 | loss: 0.0310435 | val_loss: 0.0311016 | Time: 2009.56 ms [2022-02-19 14:14:12 main:574] : INFO : Epoch 2048 | loss: 0.0310476 | val_loss: 0.0311 | Time: 2099.39 ms [2022-02-19 14:14:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311 [2022-02-19 14:14:12 main:603] : INFO : Saving end state to config to file [2022-02-19 14:14:12 main:608] : INFO : Success, exiting.. 14:14:12 (4504): 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)