Task 14552550
| Name | ParityModified-1647047899-15138-2-0_0 |
| Workunit | 11576386 |
| Created | 9 Apr 2022, 7:07:41 UTC |
| Sent | 11 Apr 2022, 4:42:30 UTC |
| Report deadline | 19 Apr 2022, 4:42:30 UTC |
| Received | 13 Apr 2022, 0:17:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 12 min 51 sec |
| CPU time | 1 hours 9 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0310971 | val_loss: 0.0311642 | Time: 2046.82 ms [2022-04-13 01:59:01 main:574] : INFO : Epoch 1543 | loss: 0.0310946 | val_loss: 0.0311635 | Time: 2080.06 ms [2022-04-13 01:59:03 main:574] : INFO : Epoch 1544 | loss: 0.0310939 | val_loss: 0.0311639 | Time: 2090.84 ms [2022-04-13 01:59:05 main:574] : INFO : Epoch 1545 | loss: 0.0310986 | val_loss: 0.0311612 | Time: 2083.92 ms [2022-04-13 01:59:07 main:574] : INFO : Epoch 1546 | loss: 0.0310987 | val_loss: 0.0311582 | Time: 2026.61 ms [2022-04-13 01:59:09 main:574] : INFO : Epoch 1547 | loss: 0.0311021 | val_loss: 0.0311599 | Time: 2031.11 ms [2022-04-13 01:59:11 main:574] : INFO : Epoch 1548 | loss: 0.0310983 | val_loss: 0.0311617 | Time: 1998.86 ms [2022-04-13 01:59:13 main:574] : INFO : Epoch 1549 | loss: 0.0310961 | val_loss: 0.0311666 | Time: 2036.41 ms [2022-04-13 01:59:15 main:574] : INFO : Epoch 1550 | loss: 0.0310932 | val_loss: 0.0311673 | Time: 2021.94 ms [2022-04-13 01:59:18 main:574] : INFO : Epoch 1551 | loss: 0.031093 | val_loss: 0.0311668 | Time: 2072.34 ms [2022-04-13 01:59:20 main:574] : INFO : Epoch 1552 | loss: 0.0311034 | val_loss: 0.0311584 | Time: 2090.24 ms [2022-04-13 01:59:22 main:574] : INFO : Epoch 1553 | loss: 0.031099 | val_loss: 0.031164 | Time: 2058.49 ms [2022-04-13 01:59:24 main:574] : INFO : Epoch 1554 | loss: 0.031099 | val_loss: 0.0311646 | Time: 2076.58 ms [2022-04-13 01:59:26 main:574] : INFO : Epoch 1555 | loss: 0.0311003 | val_loss: 0.0311681 | Time: 2075.48 ms [2022-04-13 01:59:28 main:574] : INFO : Epoch 1556 | loss: 0.031097 | val_loss: 0.031162 | Time: 2076.5 ms [2022-04-13 01:59:30 main:574] : INFO : Epoch 1557 | loss: 0.0310945 | val_loss: 0.0311593 | Time: 2029.02 ms [2022-04-13 01:59:32 main:574] : INFO : Epoch 1558 | loss: 0.0311021 | val_loss: 0.031162 | Time: 2042.98 ms [2022-04-13 01:59:34 main:574] : INFO : Epoch 1559 | loss: 0.0311008 | val_loss: 0.0311661 | Time: 2061.43 ms [2022-04-13 01:59:36 main:574] : INFO : Epoch 1560 | loss: 0.0310986 | val_loss: 0.0311754 | Time: 2041.55 ms [2022-04-13 01:59:39 main:574] : INFO : Epoch 1561 | loss: 0.0310981 | val_loss: 0.0311682 | Time: 2066.45 ms [2022-04-13 01:59:41 main:574] : INFO : Epoch 1562 | loss: 0.0310996 | val_loss: 0.0311735 | Time: 2075.41 ms [2022-04-13 01:59:43 main:574] : INFO : Epoch 1563 | loss: 0.0310981 | val_loss: 0.0311716 | Time: 2009.43 ms [2022-04-13 01:59:45 main:574] : INFO : Epoch 1564 | loss: 0.0311014 | val_loss: 0.0311699 | Time: 2065.59 ms [2022-04-13 01:59:47 main:574] : INFO : Epoch 1565 | loss: 0.0311057 | val_loss: 0.0311659 | Time: 2044.59 ms [2022-04-13 01:59:49 main:574] : INFO : Epoch 1566 | loss: 0.0311091 | val_loss: 0.0311608 | Time: 2075.74 ms [2022-04-13 01:59:51 main:574] : INFO : Epoch 1567 | loss: 0.031102 | val_loss: 0.0311618 | Time: 2084.78 ms [2022-04-13 01:59:54 main:574] : INFO : Epoch 1568 | loss: 0.0310997 | val_loss: 0.031164 | Time: 2031.28 ms [2022-04-13 01:59:56 main:574] : INFO : Epoch 1569 | loss: 0.0310967 | val_loss: 0.031161 | Time: 2074.86 ms [2022-04-13 01:59:58 main:574] : INFO : Epoch 1570 | loss: 0.0310953 | val_loss: 0.0311628 | Time: 2068.4 ms [2022-04-13 02:00:00 main:574] : INFO : Epoch 1571 | loss: 0.0310969 | val_loss: 0.0311617 | Time: 2009.99 ms [2022-04-13 02:00:02 main:574] : INFO : Epoch 1572 | loss: 0.0311172 | val_loss: 0.0311554 | Time: 2039.79 ms [2022-04-13 02:00:04 main:574] : INFO : Epoch 1573 | loss: 0.0311176 | val_loss: 0.0311546 | Time: 2025.6 ms [2022-04-13 02:00:06 main:574] : INFO : Epoch 1574 | loss: 0.0311139 | val_loss: 0.0311617 | Time: 2013.26 ms [2022-04-13 02:00:08 main:574] : INFO : Epoch 1575 | loss: 0.0311152 | val_loss: 0.0311594 | Time: 2046.43 ms [2022-04-13 02:00:10 main:574] : INFO : Epoch 1576 | loss: 0.031109 | val_loss: 0.0311573 | Time: 2073.21 ms [2022-04-13 02:00:12 main:574] : INFO : Epoch 1577 | loss: 0.0311103 | val_loss: 0.031154 | Time: 2082.89 ms [2022-04-13 02:00:15 main:574] : INFO : Epoch 1578 | loss: 0.0311096 | val_loss: 0.0311587 | Time: 2072.72 ms [2022-04-13 02:00:17 main:574] : INFO : Epoch 1579 | loss: 0.0311119 | val_loss: 0.0311537 | Time: 2063.68 ms [2022-04-13 02:00:19 main:574] : INFO : Epoch 1580 | loss: 0.0311092 | val_loss: 0.0311546 | Time: 2060.42 ms [2022-04-13 02:00:21 main:574] : INFO : Epoch 1581 | loss: 0.0311078 | val_loss: 0.0311533 | Time: 2090.83 ms [2022-04-13 02:00:23 main:574] : INFO : Epoch 1582 | loss: 0.0311164 | val_loss: 0.0311548 | Time: 2071.91 ms [2022-04-13 02:00:25 main:574] : INFO : Epoch 1583 | loss: 0.0311152 | val_loss: 0.0311557 | Time: 2043.53 ms [2022-04-13 02:00:27 main:574] : INFO : Epoch 1584 | loss: 0.0311098 | val_loss: 0.031159 | Time: 1999.73 ms [2022-04-13 02:00:29 main:574] : INFO : Epoch 1585 | loss: 0.0311085 | val_loss: 0.0311569 | Time: 2035.82 ms [2022-04-13 02:00:31 main:574] : INFO : Epoch 1586 | loss: 0.0311152 | val_loss: 0.0311613 | Time: 2021.44 ms [2022-04-13 02:00:33 main:574] : INFO : Epoch 1587 | loss: 0.03111 | val_loss: 0.0311616 | Time: 2039.78 ms [2022-04-13 02:00:35 main:574] : INFO : Epoch 1588 | loss: 0.0311066 | val_loss: 0.0311634 | Time: 2037.51 ms [2022-04-13 02:00:38 main:574] : INFO : Epoch 1589 | loss: 0.0311035 | val_loss: 0.0311611 | Time: 2067.3 ms [2022-04-13 02:00:40 main:574] : INFO : Epoch 1590 | loss: 0.0310989 | val_loss: 0.0311636 | Time: 2084.31 ms [2022-04-13 02:00:42 main:574] : INFO : Epoch 1591 | loss: 0.0310979 | val_loss: 0.0311673 | Time: 2026.72 ms [2022-04-13 02:00:44 main:574] : INFO : Epoch 1592 | loss: 0.0310957 | val_loss: 0.0311622 | Time: 2055.71 ms [2022-04-13 02:00:46 main:574] : INFO : Epoch 1593 | loss: 0.0310987 | val_loss: 0.031163 | Time: 2075.74 ms [2022-04-13 02:00:48 main:574] : INFO : Epoch 1594 | loss: 0.0311008 | val_loss: 0.0311686 | Time: 2060.44 ms [2022-04-13 02:00:50 main:574] : INFO : Epoch 1595 | loss: 0.0311002 | val_loss: 0.0311556 | Time: 2046.57 ms [2022-04-13 02:00:52 main:574] : INFO : Epoch 1596 | loss: 0.0310964 | val_loss: 0.0311619 | Time: 2084.62 ms [2022-04-13 02:00:55 main:574] : INFO : Epoch 1597 | loss: 0.031099 | val_loss: 0.0311574 | Time: 2058.05 ms [2022-04-13 02:00:57 main:574] : INFO : Epoch 1598 | loss: 0.0311011 | val_loss: 0.0311557 | Time: 2044.79 ms [2022-04-13 02:00:59 main:574] : INFO : Epoch 1599 | loss: 0.0311046 | val_loss: 0.0311535 | Time: 2070.5 ms [2022-04-13 02:01:01 main:574] : INFO : Epoch 1600 | loss: 0.0311045 | val_loss: 0.0311591 | Time: 2045.06 ms [2022-04-13 02:01:03 main:574] : INFO : Epoch 1601 | loss: 0.0310982 | val_loss: 0.031157 | Time: 2050.33 ms [2022-04-13 02:01:05 main:574] : INFO : Epoch 1602 | loss: 0.0310954 | val_loss: 0.0311571 | Time: 2041.49 ms [2022-04-13 02:01:07 main:574] : INFO : Epoch 1603 | loss: 0.0310994 | val_loss: 0.031158 | Time: 2034.66 ms [2022-04-13 02:01:09 main:574] : INFO : Epoch 1604 | loss: 0.0311219 | val_loss: 0.0311562 | Time: 2078.13 ms [2022-04-13 02:01:12 main:574] : INFO : Epoch 1605 | loss: 0.0311216 | val_loss: 0.0311543 | Time: 2104.07 ms [2022-04-13 02:01:14 main:574] : INFO : Epoch 1606 | loss: 0.0311161 | val_loss: 0.0311576 | Time: 2070.8 ms [2022-04-13 02:01:16 main:574] : INFO : Epoch 1607 | loss: 0.0311112 | val_loss: 0.0311587 | Time: 2081.33 ms [2022-04-13 02:01:18 main:574] : INFO : Epoch 1608 | loss: 0.0311133 | val_loss: 0.0311558 | Time: 2058.52 ms [2022-04-13 02:01:20 main:574] : INFO : Epoch 1609 | loss: 0.0311123 | val_loss: 0.0311564 | Time: 2028.71 ms [2022-04-13 02:01:22 main:574] : INFO : Epoch 1610 | loss: 0.0311085 | val_loss: 0.0311585 | Time: 2018.16 ms [2022-04-13 02:01:24 main:574] : INFO : Epoch 1611 | loss: 0.0311077 | val_loss: 0.031153 | Time: 2025.94 ms [2022-04-13 02:01:26 main:574] : INFO : Epoch 1612 | loss: 0.0311078 | val_loss: 0.0311539 | Time: 2051.16 ms [2022-04-13 02:01:29 main:574] : INFO : Epoch 1613 | loss: 0.031112 | val_loss: 0.0311629 | Time: 2013.01 ms [2022-04-13 02:01:31 main:574] : INFO : Epoch 1614 | loss: 0.0311158 | val_loss: 0.0311597 | Time: 2037 ms [2022-04-13 02:01:33 main:574] : INFO : Epoch 1615 | loss: 0.0311149 | val_loss: 0.031154 | Time: 2069.08 ms [2022-04-13 02:01:35 main:574] : INFO : Epoch 1616 | loss: 0.0311123 | val_loss: 0.0311568 | Time: 2057.52 ms [2022-04-13 02:01:37 main:574] : INFO : Epoch 1617 | loss: 0.0311089 | val_loss: 0.0311609 | Time: 2085.12 ms [2022-04-13 02:01:39 main:574] : INFO : Epoch 1618 | loss: 0.0311134 | val_loss: 0.0311526 | Time: 2077.08 ms [2022-04-13 02:01:42 main:574] : INFO : Epoch 1619 | loss: 0.0311124 | val_loss: 0.0311553 | Time: 2073.12 ms [2022-04-13 02:01:44 main:574] : INFO : Epoch 1620 | loss: 0.0311121 | val_loss: 0.0311534 | Time: 2070.69 ms [2022-04-13 02:01:46 main:574] : INFO : Epoch 1621 | loss: 0.031108 | val_loss: 0.0311538 | Time: 2063.06 ms [2022-04-13 02:01:48 main:574] : INFO : Epoch 1622 | loss: 0.0311052 | val_loss: 0.0311505 | Time: 2088.16 ms [2022-04-13 02:01:50 main:574] : INFO : Epoch 1623 | loss: 0.0311027 | val_loss: 0.0311517 | Time: 2091.49 ms [2022-04-13 02:01:52 main:574] : INFO : Epoch 1624 | loss: 0.0311054 | val_loss: 0.0311536 | Time: 2081.36 ms [2022-04-13 02:01:55 main:574] : INFO : Epoch 1625 | loss: 0.0311034 | val_loss: 0.0311568 | Time: 2109.46 ms [2022-04-13 02:01:57 main:574] : INFO : Epoch 1626 | loss: 0.0311018 | val_loss: 0.0311578 | Time: 1999.72 ms [2022-04-13 02:01:59 main:574] : INFO : Epoch 1627 | loss: 0.031101 | val_loss: 0.0311586 | Time: 2079.5 ms [2022-04-13 02:02:01 main:574] : INFO : Epoch 1628 | loss: 0.0310979 | val_loss: 0.0311512 | Time: 2049.86 ms [2022-04-13 02:02:03 main:574] : INFO : Epoch 1629 | loss: 0.0310983 | val_loss: 0.0311608 | Time: 2068.24 ms [2022-04-13 02:02:05 main:574] : INFO : Epoch 1630 | loss: 0.0310972 | val_loss: 0.0311552 | Time: 2029.68 ms [2022-04-13 02:02:07 main:574] : INFO : Epoch 1631 | loss: 0.0310988 | val_loss: 0.0311585 | Time: 2025.05 ms [2022-04-13 02:02:09 main:574] : INFO : Epoch 1632 | loss: 0.031099 | val_loss: 0.031154 | Time: 2074.85 ms [2022-04-13 02:02:11 main:574] : INFO : Epoch 1633 | loss: 0.0311008 | val_loss: 0.0311544 | Time: 2041.23 ms [2022-04-13 02:02:13 main:574] : INFO : Epoch 1634 | loss: 0.0311058 | val_loss: 0.0311483 | Time: 2065.94 ms [2022-04-13 02:02:15 main:574] : INFO : Epoch 1635 | loss: 0.0311061 | val_loss: 0.0311584 | Time: 2038.32 ms [2022-04-13 02:02:18 main:574] : INFO : Epoch 1636 | loss: 0.0311022 | val_loss: 0.0311504 | Time: 2043.14 ms [2022-04-13 02:02:20 main:574] : INFO : Epoch 1637 | loss: 0.0311014 | val_loss: 0.0311569 | Time: 2036.44 ms [2022-04-13 02:02:22 main:574] : INFO : Epoch 1638 | loss: 0.0311016 | val_loss: 0.0311511 | Time: 2019.67 ms [2022-04-13 02:02:24 main:574] : INFO : Epoch 1639 | loss: 0.0311007 | val_loss: 0.0311521 | Time: 2040.65 ms [2022-04-13 02:02:26 main:574] : INFO : Epoch 1640 | loss: 0.0311069 | val_loss: 0.0311522 | Time: 2057.5 ms [2022-04-13 02:02:28 main:574] : INFO : Epoch 1641 | loss: 0.0311211 | val_loss: 0.0311528 | Time: 2065.52 ms [2022-04-13 02:02:30 main:574] : INFO : Epoch 1642 | loss: 0.0311162 | val_loss: 0.0311537 | Time: 2034.45 ms [2022-04-13 02:02:32 main:574] : INFO : Epoch 1643 | loss: 0.0311118 | val_loss: 0.0311542 | Time: 2011.72 ms [2022-04-13 02:02:34 main:574] : INFO : Epoch 1644 | loss: 0.0311065 | val_loss: 0.0311634 | Time: 2071.46 ms [2022-04-13 02:02:37 main:574] : INFO : Epoch 1645 | loss: 0.0311027 | val_loss: 0.0311567 | Time: 2061.55 ms [2022-04-13 02:02:39 main:574] : INFO : Epoch 1646 | loss: 0.0311005 | val_loss: 0.0311555 | Time: 2060.87 ms [2022-04-13 02:02:41 main:574] : INFO : Epoch 1647 | loss: 0.0310985 | val_loss: 0.0311593 | Time: 2053.95 ms [2022-04-13 02:02:43 main:574] : INFO : Epoch 1648 | loss: 0.0310968 | val_loss: 0.0311642 | Time: 2086.92 ms [2022-04-13 02:02:45 main:574] : INFO : Epoch 1649 | loss: 0.0310988 | val_loss: 0.0311573 | Time: 2052.24 ms [2022-04-13 02:02:47 main:574] : INFO : Epoch 1650 | loss: 0.0310956 | val_loss: 0.0311525 | Time: 2050.47 ms [2022-04-13 02:02:49 main:574] : INFO : Epoch 1651 | loss: 0.0310967 | val_loss: 0.0311604 | Time: 2090.92 ms [2022-04-13 02:02:51 main:574] : INFO : Epoch 1652 | loss: 0.0311033 | val_loss: 0.0311538 | Time: 2081.36 ms [2022-04-13 02:02:53 main:574] : INFO : Epoch 1653 | loss: 0.0311019 | val_loss: 0.0311499 | Time: 2070.52 ms [2022-04-13 02:02:56 main:574] : INFO : Epoch 1654 | loss: 0.0311057 | val_loss: 0.0311539 | Time: 2088.09 ms [2022-04-13 02:02:58 main:574] : INFO : Epoch 1655 | loss: 0.0311062 | val_loss: 0.031155 | Time: 2077.68 ms [2022-04-13 02:03:00 main:574] : INFO : Epoch 1656 | loss: 0.0311036 | val_loss: 0.0311513 | Time: 2036.82 ms [2022-04-13 02:03:02 main:574] : INFO : Epoch 1657 | loss: 0.0310985 | val_loss: 0.0311541 | Time: 2065.4 ms [2022-04-13 02:03:04 main:574] : INFO : Epoch 1658 | loss: 0.0310961 | val_loss: 0.0311539 | Time: 2101.24 ms [2022-04-13 02:03:06 main:574] : INFO : Epoch 1659 | loss: 0.0310973 | val_loss: 0.0311485 | Time: 2072.26 ms [2022-04-13 02:03:08 main:574] : INFO : Epoch 1660 | loss: 0.0310948 | val_loss: 0.0311474 | Time: 2113.42 ms [2022-04-13 02:03:10 main:574] : INFO : Epoch 1661 | loss: 0.0310977 | val_loss: 0.0311571 | Time: 2072.81 ms [2022-04-13 02:03:13 main:574] : INFO : Epoch 1662 | loss: 0.0311041 | val_loss: 0.0311477 | Time: 2046.29 ms [2022-04-13 02:03:15 main:574] : INFO : Epoch 1663 | loss: 0.0311009 | val_loss: 0.0311508 | Time: 2078.84 ms [2022-04-13 02:03:17 main:574] : INFO : Epoch 1664 | loss: 0.0310995 | val_loss: 0.031152 | Time: 2075.26 ms [2022-04-13 02:03:19 main:574] : INFO : Epoch 1665 | loss: 0.0310965 | val_loss: 0.0311538 | Time: 1981.72 ms [2022-04-13 02:03:21 main:574] : INFO : Epoch 1666 | loss: 0.0311039 | val_loss: 0.0311458 | Time: 2039.53 ms [2022-04-13 02:03:23 main:574] : INFO : Epoch 1667 | loss: 0.0311058 | val_loss: 0.0311538 | Time: 2033.56 ms [2022-04-13 02:03:25 main:574] : INFO : Epoch 1668 | loss: 0.031106 | val_loss: 0.0311493 | Time: 2026.61 ms [2022-04-13 02:03:27 main:574] : INFO : Epoch 1669 | loss: 0.0311018 | val_loss: 0.0311499 | Time: 2093.63 ms [2022-04-13 02:03:29 main:574] : INFO : Epoch 1670 | loss: 0.0310995 | val_loss: 0.031158 | Time: 2030.84 ms [2022-04-13 02:03:31 main:574] : INFO : Epoch 1671 | loss: 0.0311031 | val_loss: 0.031159 | Time: 2070.44 ms [2022-04-13 02:03:34 main:574] : INFO : Epoch 1672 | loss: 0.0311005 | val_loss: 0.0311543 | Time: 2056.75 ms [2022-04-13 02:03:36 main:574] : INFO : Epoch 1673 | loss: 0.0310981 | val_loss: 0.0311564 | Time: 2077.45 ms [2022-04-13 02:03:38 main:574] : INFO : Epoch 1674 | loss: 0.0310977 | val_loss: 0.0311611 | Time: 2033.2 ms [2022-04-13 02:03:40 main:574] : INFO : Epoch 1675 | loss: 0.0310975 | val_loss: 0.031154 | Time: 2047.66 ms [2022-04-13 02:03:42 main:574] : INFO : Epoch 1676 | loss: 0.0310961 | val_loss: 0.0311547 | Time: 2024.62 ms [2022-04-13 02:03:44 main:574] : INFO : Epoch 1677 | loss: 0.0310948 | val_loss: 0.031154 | Time: 2061.11 ms [2022-04-13 02:03:46 main:574] : INFO : Epoch 1678 | loss: 0.0311008 | val_loss: 0.031161 | Time: 2060.36 ms [2022-04-13 02:03:48 main:574] : INFO : Epoch 1679 | loss: 0.0310981 | val_loss: 0.0311514 | Time: 2056.94 ms [2022-04-13 02:03:51 main:574] : INFO : Epoch 1680 | loss: 0.0310984 | val_loss: 0.0311546 | Time: 2076.19 ms [2022-04-13 02:03:53 main:574] : INFO : Epoch 1681 | loss: 0.0310999 | val_loss: 0.0311575 | Time: 2017.03 ms [2022-04-13 02:03:55 main:574] : INFO : Epoch 1682 | loss: 0.0310959 | val_loss: 0.031155 | Time: 2060.83 ms [2022-04-13 02:03:57 main:574] : INFO : Epoch 1683 | loss: 0.0310936 | val_loss: 0.0311517 | Time: 2113.25 ms [2022-04-13 02:03:59 main:574] : INFO : Epoch 1684 | loss: 0.0310933 | val_loss: 0.0311546 | Time: 2031.93 ms [2022-04-13 02:04:01 main:574] : INFO : Epoch 1685 | loss: 0.0310921 | val_loss: 0.0311563 | Time: 2021.05 ms [2022-04-13 02:04:03 main:574] : INFO : Epoch 1686 | loss: 0.0310917 | val_loss: 0.0311616 | Time: 2050.28 ms [2022-04-13 02:04:05 main:574] : INFO : Epoch 1687 | loss: 0.0310973 | val_loss: 0.0311484 | Time: 2075.96 ms [2022-04-13 02:04:07 main:574] : INFO : Epoch 1688 | loss: 0.0310939 | val_loss: 0.0311588 | Time: 2070.36 ms [2022-04-13 02:04:10 main:574] : INFO : Epoch 1689 | loss: 0.0310909 | val_loss: 0.0311602 | Time: 2089.27 ms [2022-04-13 02:04:12 main:574] : INFO : Epoch 1690 | loss: 0.031094 | val_loss: 0.0311514 | Time: 2057.43 ms [2022-04-13 02:04:14 main:574] : INFO : Epoch 1691 | loss: 0.0310996 | val_loss: 0.0311502 | Time: 2054.09 ms [2022-04-13 02:04:16 main:574] : INFO : Epoch 1692 | loss: 0.0311021 | val_loss: 0.0311499 | Time: 2056.96 ms [2022-04-13 02:04:18 main:574] : INFO : Epoch 1693 | loss: 0.0311001 | val_loss: 0.0311521 | Time: 2070.17 ms [2022-04-13 02:04:20 main:574] : INFO : Epoch 1694 | loss: 0.0311033 | val_loss: 0.0311568 | Time: 2059.42 ms [2022-04-13 02:04:22 main:574] : INFO : Epoch 1695 | loss: 0.0311005 | val_loss: 0.0311476 | Time: 2077.26 ms [2022-04-13 02:04:24 main:574] : INFO : Epoch 1696 | loss: 0.0310998 | val_loss: 0.0311572 | Time: 2058.27 ms [2022-04-13 02:04:26 main:574] : INFO : Epoch 1697 | loss: 0.0310999 | val_loss: 0.0311518 | Time: 2043.92 ms [2022-04-13 02:04:29 main:574] : INFO : Epoch 1698 | loss: 0.0310966 | val_loss: 0.0311516 | Time: 2026.79 ms [2022-04-13 02:04:31 main:574] : INFO : Epoch 1699 | loss: 0.0310946 | val_loss: 0.0311543 | Time: 2044.16 ms [2022-04-13 02:04:33 main:574] : INFO : Epoch 1700 | loss: 0.0310939 | val_loss: 0.0311515 | Time: 2047.4 ms [2022-04-13 02:04:35 main:574] : INFO : Epoch 1701 | loss: 0.0310922 | val_loss: 0.0311576 | Time: 2002.64 ms [2022-04-13 02:04:37 main:574] : INFO : Epoch 1702 | loss: 0.0310979 | val_loss: 0.0311605 | Time: 1998.97 ms [2022-04-13 02:04:39 main:574] : INFO : Epoch 1703 | loss: 0.0310943 | val_loss: 0.0311483 | Time: 2045.52 ms [2022-04-13 02:04:41 main:574] : INFO : Epoch 1704 | loss: 0.0310944 | val_loss: 0.0311499 | Time: 2060.98 ms [2022-04-13 02:04:43 main:574] : INFO : Epoch 1705 | loss: 0.0310948 | val_loss: 0.0311509 | Time: 2090.14 ms [2022-04-13 02:04:45 main:574] : INFO : Epoch 1706 | loss: 0.0310926 | val_loss: 0.0311513 | Time: 2034.27 ms [2022-04-13 02:04:47 main:574] : INFO : Epoch 1707 | loss: 0.0310893 | val_loss: 0.0311494 | Time: 2070.11 ms [2022-04-13 02:04:49 main:574] : INFO : Epoch 1708 | loss: 0.0310948 | val_loss: 0.0311506 | Time: 2035.63 ms [2022-04-13 02:04:52 main:574] : INFO : Epoch 1709 | loss: 0.0311002 | val_loss: 0.0311464 | Time: 2056.48 ms [2022-04-13 02:04:54 main:574] : INFO : Epoch 1710 | loss: 0.0311028 | val_loss: 0.03115 | Time: 2071.3 ms [2022-04-13 02:04:56 main:574] : INFO : Epoch 1711 | loss: 0.0311054 | val_loss: 0.0311539 | Time: 2065.87 ms [2022-04-13 02:04:58 main:574] : INFO : Epoch 1712 | loss: 0.0310999 | val_loss: 0.0311663 | Time: 2100.66 ms [2022-04-13 02:05:00 main:574] : INFO : Epoch 1713 | loss: 0.0310989 | val_loss: 0.0311559 | Time: 2100.07 ms [2022-04-13 02:05:02 main:574] : INFO : Epoch 1714 | loss: 0.0310953 | val_loss: 0.0311525 | Time: 2057.39 ms [2022-04-13 02:05:04 main:574] : INFO : Epoch 1715 | loss: 0.0310949 | val_loss: 0.0311532 | Time: 2063.79 ms [2022-04-13 02:05:06 main:574] : INFO : Epoch 1716 | loss: 0.0310968 | val_loss: 0.0311523 | Time: 2047.83 ms [2022-04-13 02:05:09 main:574] : INFO : Epoch 1717 | loss: 0.0310955 | val_loss: 0.0311465 | Time: 2034.22 ms [2022-04-13 02:05:11 main:574] : INFO : Epoch 1718 | loss: 0.0310944 | val_loss: 0.031153 | Time: 2054.88 ms [2022-04-13 02:05:13 main:574] : INFO : Epoch 1719 | loss: 0.031099 | val_loss: 0.0311599 | Time: 2076.83 ms [2022-04-13 02:05:15 main:574] : INFO : Epoch 1720 | loss: 0.0310963 | val_loss: 0.0311501 | Time: 2056.37 ms [2022-04-13 02:05:17 main:574] : INFO : Epoch 1721 | loss: 0.0311024 | val_loss: 0.0311513 | Time: 2029.34 ms [2022-04-13 02:05:19 main:574] : INFO : Epoch 1722 | loss: 0.0311041 | val_loss: 0.0311552 | Time: 2047.54 ms [2022-04-13 02:05:21 main:574] : INFO : Epoch 1723 | loss: 0.0311006 | val_loss: 0.0311615 | Time: 2067.59 ms [2022-04-13 02:05:23 main:574] : INFO : Epoch 1724 | loss: 0.0311036 | val_loss: 0.0311495 | Time: 2047.64 ms [2022-04-13 02:05:26 main:574] : INFO : Epoch 1725 | loss: 0.0310983 | val_loss: 0.0311559 | Time: 2070 ms [2022-04-13 02:05:28 main:574] : INFO : Epoch 1726 | loss: 0.0310985 | val_loss: 0.0311523 | Time: 2074.51 ms [2022-04-13 02:05:30 main:574] : INFO : Epoch 1727 | loss: 0.0311032 | val_loss: 0.0311436 | Time: 2082.63 ms [2022-04-13 02:05:32 main:574] : INFO : Epoch 1728 | loss: 0.0311108 | val_loss: 0.0311488 | Time: 2066.76 ms [2022-04-13 02:05:34 main:574] : INFO : Epoch 1729 | loss: 0.0311072 | val_loss: 0.0311517 | Time: 2040.89 ms [2022-04-13 02:05:36 main:574] : INFO : Epoch 1730 | loss: 0.0311073 | val_loss: 0.031151 | Time: 2036.5 ms [2022-04-13 02:05:38 main:574] : INFO : Epoch 1731 | loss: 0.0311134 | val_loss: 0.031146 | Time: 2085.78 ms [2022-04-13 02:05:40 main:574] : INFO : Epoch 1732 | loss: 0.0311071 | val_loss: 0.0311472 | Time: 2042.5 ms [2022-04-13 02:05:43 main:574] : INFO : Epoch 1733 | loss: 0.0311038 | val_loss: 0.0311512 | Time: 2059.79 ms [2022-04-13 02:05:45 main:574] : INFO : Epoch 1734 | loss: 0.0311107 | val_loss: 0.0311519 | Time: 2054.12 ms [2022-04-13 02:05:47 main:574] : INFO : Epoch 1735 | loss: 0.0311057 | val_loss: 0.0311483 | Time: 2037.73 ms [2022-04-13 02:05:49 main:574] : INFO : Epoch 1736 | loss: 0.0311062 | val_loss: 0.0311508 | Time: 2065.25 ms [2022-04-13 02:05:51 main:574] : INFO : Epoch 1737 | loss: 0.0311006 | val_loss: 0.0311516 | Time: 2120.8 ms [2022-04-13 02:05:54 main:574] : INFO : Epoch 1738 | loss: 0.0311039 | val_loss: 0.0311444 | Time: 2086.75 ms [2022-04-13 02:05:56 main:574] : INFO : Epoch 1739 | loss: 0.0310996 | val_loss: 0.0311458 | Time: 2111.56 ms [2022-04-13 02:05:58 main:574] : INFO : Epoch 1740 | loss: 0.0310987 | val_loss: 0.0311459 | Time: 2082.75 ms [2022-04-13 02:06:00 main:574] : INFO : Epoch 1741 | loss: 0.0310968 | val_loss: 0.0311445 | Time: 2124.37 ms [2022-04-13 02:06:02 main:574] : INFO : Epoch 1742 | loss: 0.0310991 | val_loss: 0.0311613 | Time: 2068.08 ms [2022-04-13 02:06:04 main:574] : INFO : Epoch 1743 | loss: 0.0311004 | val_loss: 0.0311522 | Time: 2084.08 ms [2022-04-13 02:06:07 main:574] : INFO : Epoch 1744 | loss: 0.0311013 | val_loss: 0.0311532 | Time: 2094.73 ms [2022-04-13 02:06:09 main:574] : INFO : Epoch 1745 | loss: 0.0310983 | val_loss: 0.0311551 | Time: 2085.56 ms [2022-04-13 02:06:11 main:574] : INFO : Epoch 1746 | loss: 0.0310973 | val_loss: 0.0311525 | Time: 2059.4 ms [2022-04-13 02:06:13 main:574] : INFO : Epoch 1747 | loss: 0.0311026 | val_loss: 0.0311539 | Time: 2075.55 ms [2022-04-13 02:06:15 main:574] : INFO : Epoch 1748 | loss: 0.031109 | val_loss: 0.0311498 | Time: 2081.95 ms [2022-04-13 02:06:18 main:574] : INFO : Epoch 1749 | loss: 0.0311035 | val_loss: 0.0311499 | Time: 2098.78 ms [2022-04-13 02:06:20 main:574] : INFO : Epoch 1750 | loss: 0.0310973 | val_loss: 0.0311527 | Time: 2069.32 ms [2022-04-13 02:06:22 main:574] : INFO : Epoch 1751 | loss: 0.0311056 | val_loss: 0.0311544 | Time: 2086.65 ms [2022-04-13 02:06:24 main:574] : INFO : Epoch 1752 | loss: 0.0311084 | val_loss: 0.0311495 | Time: 2085.9 ms [2022-04-13 02:06:26 main:574] : INFO : Epoch 1753 | loss: 0.0311059 | val_loss: 0.0311614 | Time: 2058.98 ms [2022-04-13 02:06:29 main:574] : INFO : Epoch 1754 | loss: 0.031109 | val_loss: 0.0311516 | Time: 2073.49 ms [2022-04-13 02:06:31 main:574] : INFO : Epoch 1755 | loss: 0.031107 | val_loss: 0.0311534 | Time: 2109.35 ms [2022-04-13 02:06:33 main:574] : INFO : Epoch 1756 | loss: 0.0311064 | val_loss: 0.031155 | Time: 2093.17 ms [2022-04-13 02:06:35 main:574] : INFO : Epoch 1757 | loss: 0.0311006 | val_loss: 0.03115 | Time: 2089.04 ms [2022-04-13 02:06:37 main:574] : INFO : Epoch 1758 | loss: 0.0311058 | val_loss: 0.0311446 | Time: 2091.23 ms [2022-04-13 02:06:39 main:574] : INFO : Epoch 1759 | loss: 0.0311057 | val_loss: 0.0311552 | Time: 2095.03 ms [2022-04-13 02:06:42 main:574] : INFO : Epoch 1760 | loss: 0.0311054 | val_loss: 0.0311474 | Time: 2081.52 ms [2022-04-13 02:06:44 main:574] : INFO : Epoch 1761 | loss: 0.0311106 | val_loss: 0.0311574 | Time: 2093.13 ms [2022-04-13 02:06:46 main:574] : INFO : Epoch 1762 | loss: 0.0311083 | val_loss: 0.0311548 | Time: 2095.81 ms [2022-04-13 02:06:48 main:574] : INFO : Epoch 1763 | loss: 0.0311079 | val_loss: 0.0311558 | Time: 2101.23 ms [2022-04-13 02:06:50 main:574] : INFO : Epoch 1764 | loss: 0.0311055 | val_loss: 0.0311534 | Time: 2065.48 ms [2022-04-13 02:06:52 main:574] : INFO : Epoch 1765 | loss: 0.031107 | val_loss: 0.0311601 | Time: 2083.97 ms [2022-04-13 02:06:55 main:574] : INFO : Epoch 1766 | loss: 0.0311044 | val_loss: 0.0311592 | Time: 2070.76 ms [2022-04-13 02:06:57 main:574] : INFO : Epoch 1767 | loss: 0.0311091 | val_loss: 0.0311597 | Time: 2049.37 ms [2022-04-13 02:06:59 main:574] : INFO : Epoch 1768 | loss: 0.0311044 | val_loss: 0.031156 | Time: 2089.52 ms [2022-04-13 02:07:01 main:574] : INFO : Epoch 1769 | loss: 0.0311003 | val_loss: 0.0311479 | Time: 2114.62 ms [2022-04-13 02:07:03 main:574] : INFO : Epoch 1770 | loss: 0.0310978 | val_loss: 0.0311471 | Time: 2065.9 ms [2022-04-13 02:07:05 main:574] : INFO : Epoch 1771 | loss: 0.0310967 | val_loss: 0.0311627 | Time: 2068.5 ms [2022-04-13 02:07:07 main:574] : INFO : Epoch 1772 | loss: 0.031096 | val_loss: 0.0311548 | Time: 2074.85 ms [2022-04-13 02:07:09 main:574] : INFO : Epoch 1773 | loss: 0.0311036 | val_loss: 0.0311644 | Time: 2092.5 ms [2022-04-13 02:07:12 main:574] : INFO : Epoch 1774 | loss: 0.0311101 | val_loss: 0.0311561 | Time: 2081.73 ms [2022-04-13 02:07:14 main:574] : INFO : Epoch 1775 | loss: 0.0311038 | val_loss: 0.0311554 | Time: 2084.14 ms [2022-04-13 02:07:16 main:574] : INFO : Epoch 1776 | loss: 0.0311012 | val_loss: 0.031149 | Time: 2084.91 ms [2022-04-13 02:07:18 main:574] : INFO : Epoch 1777 | loss: 0.0311051 | val_loss: 0.031146 | Time: 2095.06 ms [2022-04-13 02:07:20 main:574] : INFO : Epoch 1778 | loss: 0.0311027 | val_loss: 0.0311505 | Time: 2043.62 ms [2022-04-13 02:07:23 main:574] : INFO : Epoch 1779 | loss: 0.0310996 | val_loss: 0.0311457 | Time: 2113.59 ms [2022-04-13 02:07:25 main:574] : INFO : Epoch 1780 | loss: 0.0310976 | val_loss: 0.0311483 | Time: 2080.84 ms [2022-04-13 02:07:27 main:574] : INFO : Epoch 1781 | loss: 0.0311164 | val_loss: 0.0311505 | Time: 2083.5 ms [2022-04-13 02:07:29 main:574] : INFO : Epoch 1782 | loss: 0.0311132 | val_loss: 0.0311503 | Time: 2098.35 ms [2022-04-13 02:07:31 main:574] : INFO : Epoch 1783 | loss: 0.0311197 | val_loss: 0.0311451 | Time: 2068.54 ms [2022-04-13 02:07:33 main:574] : INFO : Epoch 1784 | loss: 0.031117 | val_loss: 0.0311473 | Time: 2081.87 ms [2022-04-13 02:07:36 main:574] : INFO : Epoch 1785 | loss: 0.0311101 | val_loss: 0.0311457 | Time: 2067.82 ms [2022-04-13 02:07:38 main:574] : INFO : Epoch 1786 | loss: 0.0311063 | val_loss: 0.031141 | Time: 2083.63 ms [2022-04-13 02:07:40 main:574] : INFO : Epoch 1787 | loss: 0.0311043 | val_loss: 0.0311487 | Time: 2084.28 ms [2022-04-13 02:07:42 main:574] : INFO : Epoch 1788 | loss: 0.0311055 | val_loss: 0.0311485 | Time: 2095.63 ms [2022-04-13 02:07:44 main:574] : INFO : Epoch 1789 | loss: 0.0311038 | val_loss: 0.031145 | Time: 2119.09 ms [2022-04-13 02:07:46 main:574] : INFO : Epoch 1790 | loss: 0.0311015 | val_loss: 0.0311479 | Time: 2069.94 ms [2022-04-13 02:07:49 main:574] : INFO : Epoch 1791 | loss: 0.0310979 | val_loss: 0.0311481 | Time: 2060.97 ms [2022-04-13 02:07:51 main:574] : INFO : Epoch 1792 | loss: 0.031099 | val_loss: 0.0311492 | Time: 2093.07 ms [2022-04-13 02:07:53 main:574] : INFO : Epoch 1793 | loss: 0.0311055 | val_loss: 0.0311427 | Time: 2102.87 ms [2022-04-13 02:07:55 main:574] : INFO : Epoch 1794 | loss: 0.0310999 | val_loss: 0.0311564 | Time: 2074.64 ms [2022-04-13 02:07:57 main:574] : INFO : Epoch 1795 | loss: 0.0311006 | val_loss: 0.0311491 | Time: 2089.42 ms [2022-04-13 02:07:59 main:574] : INFO : Epoch 1796 | loss: 0.0310998 | val_loss: 0.0311537 | Time: 2061.7 ms [2022-04-13 02:08:01 main:574] : INFO : Epoch 1797 | loss: 0.0311001 | val_loss: 0.0311511 | Time: 2041.44 ms [2022-04-13 02:08:04 main:574] : INFO : Epoch 1798 | loss: 0.0310978 | val_loss: 0.0311542 | Time: 2078.57 ms [2022-04-13 02:08:06 main:574] : INFO : Epoch 1799 | loss: 0.0310968 | val_loss: 0.0311511 | Time: 2066.15 ms [2022-04-13 02:08:08 main:574] : INFO : Epoch 1800 | loss: 0.031095 | val_loss: 0.0311568 | Time: 2056.33 ms [2022-04-13 02:08:10 main:574] : INFO : Epoch 1801 | loss: 0.031091 | val_loss: 0.0311542 | Time: 2049.83 ms [2022-04-13 02:08:12 main:574] : INFO : Epoch 1802 | loss: 0.0310927 | val_loss: 0.0311505 | Time: 2030.34 ms [2022-04-13 02:08:14 main:574] : INFO : Epoch 1803 | loss: 0.0310959 | val_loss: 0.0311536 | Time: 2033.31 ms [2022-04-13 02:08:16 main:574] : INFO : Epoch 1804 | loss: 0.0310946 | val_loss: 0.0311524 | Time: 2045.98 ms [2022-04-13 02:08:18 main:574] : INFO : Epoch 1805 | loss: 0.0310984 | val_loss: 0.0311496 | Time: 2065.45 ms [2022-04-13 02:08:20 main:574] : INFO : Epoch 1806 | loss: 0.0311 | val_loss: 0.0311499 | Time: 2031.16 ms [2022-04-13 02:08:23 main:574] : INFO : Epoch 1807 | loss: 0.0311027 | val_loss: 0.0311571 | Time: 2067.12 ms [2022-04-13 02:08:25 main:574] : INFO : Epoch 1808 | loss: 0.0311046 | val_loss: 0.0311467 | Time: 2046.42 ms [2022-04-13 02:08:27 main:574] : INFO : Epoch 1809 | loss: 0.0310988 | val_loss: 0.0311522 | Time: 2088.9 ms [2022-04-13 02:08:29 main:574] : INFO : Epoch 1810 | loss: 0.0310925 | val_loss: 0.0311542 | Time: 2072.06 ms [2022-04-13 02:08:31 main:574] : INFO : Epoch 1811 | loss: 0.0310918 | val_loss: 0.0311547 | Time: 2085.16 ms [2022-04-13 02:08:34 main:574] : INFO : Epoch 1812 | loss: 0.0310941 | val_loss: 0.0311555 | Time: 2096.66 ms [2022-04-13 02:08:36 main:574] : INFO : Epoch 1813 | loss: 0.0310971 | val_loss: 0.0311485 | Time: 2068.07 ms [2022-04-13 02:08:38 main:574] : INFO : Epoch 1814 | loss: 0.0310963 | val_loss: 0.0311526 | Time: 2041.02 ms [2022-04-13 02:08:40 main:574] : INFO : Epoch 1815 | loss: 0.0310933 | val_loss: 0.0311514 | Time: 2065.07 ms [2022-04-13 02:08:42 main:574] : INFO : Epoch 1816 | loss: 0.031095 | val_loss: 0.0311479 | Time: 2094.21 ms [2022-04-13 02:08:44 main:574] : INFO : Epoch 1817 | loss: 0.0310958 | val_loss: 0.0311519 | Time: 2097.9 ms [2022-04-13 02:08:47 main:574] : INFO : Epoch 1818 | loss: 0.0310936 | val_loss: 0.031155 | Time: 2046.46 ms [2022-04-13 02:08:49 main:574] : INFO : Epoch 1819 | loss: 0.0310969 | val_loss: 0.0311559 | Time: 2035.78 ms [2022-04-13 02:08:51 main:574] : INFO : Epoch 1820 | loss: 0.0311015 | val_loss: 0.031152 | Time: 2067.86 ms [2022-04-13 02:08:53 main:574] : INFO : Epoch 1821 | loss: 0.0311055 | val_loss: 0.0311492 | Time: 2092.08 ms [2022-04-13 02:08:55 main:574] : INFO : Epoch 1822 | loss: 0.0311007 | val_loss: 0.0311486 | Time: 2086.35 ms [2022-04-13 02:08:57 main:574] : INFO : Epoch 1823 | loss: 0.0310972 | val_loss: 0.0311481 | Time: 2057.07 ms [2022-04-13 02:08:59 main:574] : INFO : Epoch 1824 | loss: 0.0310957 | val_loss: 0.0311472 | Time: 2103.36 ms [2022-04-13 02:09:01 main:574] : INFO : Epoch 1825 | loss: 0.0310952 | val_loss: 0.0311472 | Time: 2068.37 ms [2022-04-13 02:09:04 main:574] : INFO : Epoch 1826 | loss: 0.0310942 | val_loss: 0.0311611 | Time: 2037.73 ms [2022-04-13 02:09:06 main:574] : INFO : Epoch 1827 | loss: 0.0310906 | val_loss: 0.0311511 | Time: 2077.11 ms [2022-04-13 02:09:08 main:574] : INFO : Epoch 1828 | loss: 0.0310921 | val_loss: 0.0311583 | Time: 2070.4 ms [2022-04-13 02:09:10 main:574] : INFO : Epoch 1829 | loss: 0.0310971 | val_loss: 0.0311488 | Time: 2064.96 ms [2022-04-13 02:09:12 main:574] : INFO : Epoch 1830 | loss: 0.0310946 | val_loss: 0.0311573 | Time: 2043.61 ms [2022-04-13 02:09:14 main:574] : INFO : Epoch 1831 | loss: 0.0310945 | val_loss: 0.0311491 | Time: 2097.06 ms [2022-04-13 02:09:17 main:574] : INFO : Epoch 1832 | loss: 0.0310927 | val_loss: 0.0311471 | Time: 2065.01 ms [2022-04-13 02:09:19 main:574] : INFO : Epoch 1833 | loss: 0.031092 | val_loss: 0.0311564 | Time: 2092.65 ms [2022-04-13 02:09:21 main:574] : INFO : Epoch 1834 | loss: 0.0310914 | val_loss: 0.0311507 | Time: 2087.02 ms [2022-04-13 02:09:23 main:574] : INFO : Epoch 1835 | loss: 0.0310898 | val_loss: 0.0311555 | Time: 2078.78 ms [2022-04-13 02:09:25 main:574] : INFO : Epoch 1836 | loss: 0.0310896 | val_loss: 0.0311556 | Time: 2047.16 ms [2022-04-13 02:09:27 main:574] : INFO : Epoch 1837 | loss: 0.0310899 | val_loss: 0.0311571 | Time: 2050.92 ms [2022-04-13 02:09:29 main:574] : INFO : Epoch 1838 | loss: 0.0310903 | val_loss: 0.0311565 | Time: 2093.24 ms [2022-04-13 02:09:32 main:574] : INFO : Epoch 1839 | loss: 0.0310864 | val_loss: 0.0311538 | Time: 2063.77 ms [2022-04-13 02:09:34 main:574] : INFO : Epoch 1840 | loss: 0.0310832 | val_loss: 0.0311594 | Time: 2062 ms [2022-04-13 02:09:36 main:574] : INFO : Epoch 1841 | loss: 0.0310835 | val_loss: 0.0311732 | Time: 2025.94 ms [2022-04-13 02:09:38 main:574] : INFO : Epoch 1842 | loss: 0.0310826 | val_loss: 0.0311531 | Time: 2021.05 ms [2022-04-13 02:09:40 main:574] : INFO : Epoch 1843 | loss: 0.0310853 | val_loss: 0.0311632 | Time: 2020.37 ms [2022-04-13 02:09:42 main:574] : INFO : Epoch 1844 | loss: 0.0310931 | val_loss: 0.0311543 | Time: 2041.42 ms [2022-04-13 02:09:44 main:574] : INFO : Epoch 1845 | loss: 0.0310946 | val_loss: 0.0311525 | Time: 2102.74 ms [2022-04-13 02:09:46 main:574] : INFO : Epoch 1846 | loss: 0.0310934 | val_loss: 0.0311495 | Time: 2087.46 ms [2022-04-13 02:09:48 main:574] : INFO : Epoch 1847 | loss: 0.0310885 | val_loss: 0.0311535 | Time: 2066.44 ms [2022-04-13 02:09:50 main:574] : INFO : Epoch 1848 | loss: 0.0310874 | val_loss: 0.0311556 | Time: 2048.39 ms [2022-04-13 02:09:53 main:574] : INFO : Epoch 1849 | loss: 0.0310875 | val_loss: 0.0311549 | Time: 2116.55 ms [2022-04-13 02:09:55 main:574] : INFO : Epoch 1850 | loss: 0.0310853 | val_loss: 0.0311595 | Time: 2035.8 ms [2022-04-13 02:09:57 main:574] : INFO : Epoch 1851 | loss: 0.0310903 | val_loss: 0.0311508 | Time: 2045.78 ms [2022-04-13 02:09:59 main:574] : INFO : Epoch 1852 | loss: 0.0310883 | val_loss: 0.0311593 | Time: 2025.19 ms [2022-04-13 02:10:01 main:574] : INFO : Epoch 1853 | loss: 0.0310976 | val_loss: 0.0311478 | Time: 2062.28 ms [2022-04-13 02:10:03 main:574] : INFO : Epoch 1854 | loss: 0.0310939 | val_loss: 0.0311528 | Time: 2060.22 ms [2022-04-13 02:10:05 main:574] : INFO : Epoch 1855 | loss: 0.031098 | val_loss: 0.0311565 | Time: 2048.14 ms [2022-04-13 02:10:07 main:574] : INFO : Epoch 1856 | loss: 0.0310955 | val_loss: 0.0311547 | Time: 2077.52 ms [2022-04-13 02:10:09 main:574] : INFO : Epoch 1857 | loss: 0.031105 | val_loss: 0.0311537 | Time: 2048.09 ms [2022-04-13 02:10:11 main:574] : INFO : Epoch 1858 | loss: 0.0311034 | val_loss: 0.0311579 | Time: 2048.59 ms [2022-04-13 02:10:14 main:574] : INFO : Epoch 1859 | loss: 0.0311002 | val_loss: 0.0311552 | Time: 2036.95 ms [2022-04-13 02:10:16 main:574] : INFO : Epoch 1860 | loss: 0.0310963 | val_loss: 0.0311474 | Time: 2056.08 ms [2022-04-13 02:10:18 main:574] : INFO : Epoch 1861 | loss: 0.0310956 | val_loss: 0.0311448 | Time: 1993.94 ms [2022-04-13 02:10:20 main:574] : INFO : Epoch 1862 | loss: 0.0310966 | val_loss: 0.0311575 | Time: 2072.99 ms [2022-04-13 02:10:22 main:574] : INFO : Epoch 1863 | loss: 0.0310977 | val_loss: 0.0311549 | Time: 2060.71 ms [2022-04-13 02:10:24 main:574] : INFO : Epoch 1864 | loss: 0.0310967 | val_loss: 0.0311531 | Time: 2059.79 ms [2022-04-13 02:10:26 main:574] : INFO : Epoch 1865 | loss: 0.0310915 | val_loss: 0.0311511 | Time: 2064.22 ms [2022-04-13 02:10:28 main:574] : INFO : Epoch 1866 | loss: 0.0310917 | val_loss: 0.0311506 | Time: 2020.31 ms [2022-04-13 02:10:30 main:574] : INFO : Epoch 1867 | loss: 0.0310936 | val_loss: 0.0311554 | Time: 2105.34 ms [2022-04-13 02:10:32 main:574] : INFO : Epoch 1868 | loss: 0.0310943 | val_loss: 0.0311548 | Time: 2096.82 ms [2022-04-13 02:10:35 main:574] : INFO : Epoch 1869 | loss: 0.0310917 | val_loss: 0.0311474 | Time: 2062.24 ms [2022-04-13 02:10:37 main:574] : INFO : Epoch 1870 | loss: 0.0310929 | val_loss: 0.0311558 | Time: 2050.87 ms [2022-04-13 02:10:39 main:574] : INFO : Epoch 1871 | loss: 0.0310894 | val_loss: 0.0311531 | Time: 2088.34 ms [2022-04-13 02:10:41 main:574] : INFO : Epoch 1872 | loss: 0.0310871 | val_loss: 0.0311503 | Time: 2025.27 ms [2022-04-13 02:10:43 main:574] : INFO : Epoch 1873 | loss: 0.0310851 | val_loss: 0.0311522 | Time: 2068.08 ms [2022-04-13 02:10:45 main:574] : INFO : Epoch 1874 | loss: 0.0310861 | val_loss: 0.0311599 | Time: 2063.78 ms [2022-04-13 02:10:47 main:574] : INFO : Epoch 1875 | loss: 0.0310941 | val_loss: 0.0311555 | Time: 2064.36 ms [2022-04-13 02:10:49 main:574] : INFO : Epoch 1876 | loss: 0.031089 | val_loss: 0.0311592 | Time: 2056.86 ms [2022-04-13 02:10:51 main:574] : INFO : Epoch 1877 | loss: 0.0310927 | val_loss: 0.0311517 | Time: 2049.14 ms [2022-04-13 02:10:54 main:574] : INFO : Epoch 1878 | loss: 0.031097 | val_loss: 0.0311489 | Time: 2031.96 ms [2022-04-13 02:10:56 main:574] : INFO : Epoch 1879 | loss: 0.0310927 | val_loss: 0.0311641 | Time: 2016.07 ms [2022-04-13 02:10:58 main:574] : INFO : Epoch 1880 | loss: 0.0310907 | val_loss: 0.0311548 | Time: 2044.64 ms [2022-04-13 02:11:00 main:574] : INFO : Epoch 1881 | loss: 0.0310926 | val_loss: 0.0311652 | Time: 2092.94 ms [2022-04-13 02:11:02 main:574] : INFO : Epoch 1882 | loss: 0.0310882 | val_loss: 0.031155 | Time: 2063.35 ms [2022-04-13 02:11:04 main:574] : INFO : Epoch 1883 | loss: 0.0310896 | val_loss: 0.0311561 | Time: 2091.1 ms [2022-04-13 02:11:06 main:574] : INFO : Epoch 1884 | loss: 0.031102 | val_loss: 0.0311519 | Time: 2018.68 ms [2022-04-13 02:11:08 main:574] : INFO : Epoch 1885 | loss: 0.0311053 | val_loss: 0.0311493 | Time: 2081.6 ms [2022-04-13 02:11:10 main:574] : INFO : Epoch 1886 | loss: 0.0311021 | val_loss: 0.0311546 | Time: 2032.87 ms [2022-04-13 02:11:12 main:574] : INFO : Epoch 1887 | loss: 0.0310973 | val_loss: 0.0311608 | Time: 2085.07 ms [2022-04-13 02:11:15 main:574] : INFO : Epoch 1888 | loss: 0.0310955 | val_loss: 0.0311524 | Time: 2086.21 ms [2022-04-13 02:11:17 main:574] : INFO : Epoch 1889 | loss: 0.0311063 | val_loss: 0.0311611 | Time: 2098.44 ms [2022-04-13 02:11:19 main:574] : INFO : Epoch 1890 | loss: 0.0311056 | val_loss: 0.0311513 | Time: 2005.78 ms [2022-04-13 02:11:21 main:574] : INFO : Epoch 1891 | loss: 0.0311029 | val_loss: 0.0311556 | Time: 2087.12 ms [2022-04-13 02:11:23 main:574] : INFO : Epoch 1892 | loss: 0.0310992 | val_loss: 0.0311564 | Time: 2032.86 ms [2022-04-13 02:11:25 main:574] : INFO : Epoch 1893 | loss: 0.0310967 | val_loss: 0.0311536 | Time: 2070.89 ms [2022-04-13 02:11:27 main:574] : INFO : Epoch 1894 | loss: 0.0310971 | val_loss: 0.0311552 | Time: 2033.26 ms [2022-04-13 02:11:29 main:574] : INFO : Epoch 1895 | loss: 0.0310991 | val_loss: 0.0311545 | Time: 2080.87 ms [2022-04-13 02:11:31 main:574] : INFO : Epoch 1896 | loss: 0.0310995 | val_loss: 0.031153 | Time: 2090.53 ms [2022-04-13 02:11:34 main:574] : INFO : Epoch 1897 | loss: 0.0310961 | val_loss: 0.0311526 | Time: 2059.82 ms [2022-04-13 02:11:36 main:574] : INFO : Epoch 1898 | loss: 0.0310944 | val_loss: 0.0311548 | Time: 2055.44 ms [2022-04-13 02:11:38 main:574] : INFO : Epoch 1899 | loss: 0.0310939 | val_loss: 0.0311519 | Time: 2065.52 ms [2022-04-13 02:11:40 main:574] : INFO : Epoch 1900 | loss: 0.0310884 | val_loss: 0.031159 | Time: 2067.75 ms [2022-04-13 02:11:42 main:574] : INFO : Epoch 1901 | loss: 0.031089 | val_loss: 0.0311589 | Time: 2093.74 ms [2022-04-13 02:11:44 main:574] : INFO : Epoch 1902 | loss: 0.0310889 | val_loss: 0.0311538 | Time: 2042.91 ms [2022-04-13 02:11:46 main:574] : INFO : Epoch 1903 | loss: 0.0310939 | val_loss: 0.0311577 | Time: 2083.86 ms [2022-04-13 02:11:48 main:574] : INFO : Epoch 1904 | loss: 0.0310957 | val_loss: 0.0311587 | Time: 2078.38 ms [2022-04-13 02:11:51 main:574] : INFO : Epoch 1905 | loss: 0.0310931 | val_loss: 0.0311574 | Time: 2089.51 ms [2022-04-13 02:11:53 main:574] : INFO : Epoch 1906 | loss: 0.0310943 | val_loss: 0.0311539 | Time: 2049.72 ms [2022-04-13 02:11:55 main:574] : INFO : Epoch 1907 | loss: 0.0310928 | val_loss: 0.0311555 | Time: 2091.98 ms [2022-04-13 02:11:57 main:574] : INFO : Epoch 1908 | loss: 0.0310929 | val_loss: 0.031151 | Time: 2040.9 ms [2022-04-13 02:11:59 main:574] : INFO : Epoch 1909 | loss: 0.0310911 | val_loss: 0.031152 | Time: 2057.64 ms [2022-04-13 02:12:01 main:574] : INFO : Epoch 1910 | loss: 0.0310951 | val_loss: 0.0311584 | Time: 2021.4 ms [2022-04-13 02:12:03 main:574] : INFO : Epoch 1911 | loss: 0.0310972 | val_loss: 0.0311543 | Time: 2016.88 ms [2022-04-13 02:12:05 main:574] : INFO : Epoch 1912 | loss: 0.0311044 | val_loss: 0.0311629 | Time: 2069.57 ms [2022-04-13 02:12:07 main:574] : INFO : Epoch 1913 | loss: 0.0311039 | val_loss: 0.031158 | Time: 2086.8 ms [2022-04-13 02:12:09 main:574] : INFO : Epoch 1914 | loss: 0.0310989 | val_loss: 0.0311508 | Time: 2063.28 ms [2022-04-13 02:12:12 main:574] : INFO : Epoch 1915 | loss: 0.0310925 | val_loss: 0.0311518 | Time: 2033.9 ms [2022-04-13 02:12:14 main:574] : INFO : Epoch 1916 | loss: 0.0310968 | val_loss: 0.0311579 | Time: 2018.37 ms [2022-04-13 02:12:16 main:574] : INFO : Epoch 1917 | loss: 0.0310889 | val_loss: 0.0311572 | Time: 2038.92 ms [2022-04-13 02:12:18 main:574] : INFO : Epoch 1918 | loss: 0.0310897 | val_loss: 0.0311591 | Time: 2049.21 ms [2022-04-13 02:12:20 main:574] : INFO : Epoch 1919 | loss: 0.0310939 | val_loss: 0.0311627 | Time: 2062.2 ms [2022-04-13 02:12:22 main:574] : INFO : Epoch 1920 | loss: 0.0310978 | val_loss: 0.0311485 | Time: 2058.31 ms [2022-04-13 02:12:24 main:574] : INFO : Epoch 1921 | loss: 0.0310917 | val_loss: 0.0311505 | Time: 2024.39 ms [2022-04-13 02:12:26 main:574] : INFO : Epoch 1922 | loss: 0.0310901 | val_loss: 0.0311542 | Time: 2014.14 ms [2022-04-13 02:12:28 main:574] : INFO : Epoch 1923 | loss: 0.0310877 | val_loss: 0.0311543 | Time: 2025.58 ms [2022-04-13 02:12:30 main:574] : INFO : Epoch 1924 | loss: 0.031084 | val_loss: 0.0311604 | Time: 2067.27 ms [2022-04-13 02:12:33 main:574] : INFO : Epoch 1925 | loss: 0.0310853 | val_loss: 0.0311575 | Time: 2055.3 ms [2022-04-13 02:12:35 main:574] : INFO : Epoch 1926 | loss: 0.0310881 | val_loss: 0.0311615 | Time: 2049.13 ms [2022-04-13 02:12:37 main:574] : INFO : Epoch 1927 | loss: 0.0310894 | val_loss: 0.0311681 | Time: 2044.08 ms [2022-04-13 02:12:39 main:574] : INFO : Epoch 1928 | loss: 0.0310926 | val_loss: 0.0311583 | Time: 1980.35 ms [2022-04-13 02:12:41 main:574] : INFO : Epoch 1929 | loss: 0.0310901 | val_loss: 0.0311509 | Time: 2036.75 ms [2022-04-13 02:12:43 main:574] : INFO : Epoch 1930 | loss: 0.0310947 | val_loss: 0.0311559 | Time: 2051.46 ms [2022-04-13 02:12:45 main:574] : INFO : Epoch 1931 | loss: 0.0310947 | val_loss: 0.0311597 | Time: 2062.63 ms [2022-04-13 02:12:47 main:574] : INFO : Epoch 1932 | loss: 0.0311025 | val_loss: 0.0311506 | Time: 2037.29 ms [2022-04-13 02:12:49 main:574] : INFO : Epoch 1933 | loss: 0.0310961 | val_loss: 0.0311515 | Time: 2037.03 ms [2022-04-13 02:12:51 main:574] : INFO : Epoch 1934 | loss: 0.0310931 | val_loss: 0.0311618 | Time: 2056.18 ms [2022-04-13 02:12:54 main:574] : INFO : Epoch 1935 | loss: 0.0310916 | val_loss: 0.0311536 | Time: 2085.68 ms [2022-04-13 02:12:56 main:574] : INFO : Epoch 1936 | loss: 0.0310925 | val_loss: 0.0311576 | Time: 2047.69 ms [2022-04-13 02:12:58 main:574] : INFO : Epoch 1937 | loss: 0.0311071 | val_loss: 0.0311575 | Time: 2055.48 ms [2022-04-13 02:13:00 main:574] : INFO : Epoch 1938 | loss: 0.0311027 | val_loss: 0.0311543 | Time: 2041.92 ms [2022-04-13 02:13:02 main:574] : INFO : Epoch 1939 | loss: 0.0310986 | val_loss: 0.031151 | Time: 2051.05 ms [2022-04-13 02:13:04 main:574] : INFO : Epoch 1940 | loss: 0.0311001 | val_loss: 0.0311553 | Time: 2069.07 ms [2022-04-13 02:13:06 main:574] : INFO : Epoch 1941 | loss: 0.0311142 | val_loss: 0.0311535 | Time: 2096.65 ms [2022-04-13 02:13:08 main:574] : INFO : Epoch 1942 | loss: 0.0311159 | val_loss: 0.0311552 | Time: 2062.06 ms [2022-04-13 02:13:10 main:574] : INFO : Epoch 1943 | loss: 0.0311114 | val_loss: 0.0311555 | Time: 2058.11 ms [2022-04-13 02:13:13 main:574] : INFO : Epoch 1944 | loss: 0.0311117 | val_loss: 0.0311557 | Time: 2088.68 ms [2022-04-13 02:13:15 main:574] : INFO : Epoch 1945 | loss: 0.0311017 | val_loss: 0.0311602 | Time: 2067.49 ms [2022-04-13 02:13:17 main:574] : INFO : Epoch 1946 | loss: 0.031102 | val_loss: 0.0311508 | Time: 2034.85 ms [2022-04-13 02:13:19 main:574] : INFO : Epoch 1947 | loss: 0.0310994 | val_loss: 0.0311498 | Time: 2087.59 ms [2022-04-13 02:13:21 main:574] : INFO : Epoch 1948 | loss: 0.0310944 | val_loss: 0.0311537 | Time: 2079.3 ms [2022-04-13 02:13:23 main:574] : INFO : Epoch 1949 | loss: 0.0310925 | val_loss: 0.0311536 | Time: 2027.94 ms [2022-04-13 02:13:25 main:574] : INFO : Epoch 1950 | loss: 0.0310971 | val_loss: 0.0311547 | Time: 2084.32 ms [2022-04-13 02:13:27 main:574] : INFO : Epoch 1951 | loss: 0.0310958 | val_loss: 0.0311446 | Time: 2087.85 ms [2022-04-13 02:13:30 main:574] : INFO : Epoch 1952 | loss: 0.0310995 | val_loss: 0.0311538 | Time: 2069.57 ms [2022-04-13 02:13:32 main:574] : INFO : Epoch 1953 | loss: 0.0310963 | val_loss: 0.031157 | Time: 2058.09 ms [2022-04-13 02:13:34 main:574] : INFO : Epoch 1954 | loss: 0.0310979 | val_loss: 0.0311558 | Time: 2078.66 ms [2022-04-13 02:13:36 main:574] : INFO : Epoch 1955 | loss: 0.031099 | val_loss: 0.031161 | Time: 2066.69 ms [2022-04-13 02:13:38 main:574] : INFO : Epoch 1956 | loss: 0.0310944 | val_loss: 0.0311584 | Time: 2072.38 ms [2022-04-13 02:13:40 main:574] : INFO : Epoch 1957 | loss: 0.0310936 | val_loss: 0.0311505 | Time: 2088.83 ms [2022-04-13 02:13:42 main:574] : INFO : Epoch 1958 | loss: 0.0310907 | val_loss: 0.0311485 | Time: 2060.18 ms [2022-04-13 02:13:44 main:574] : INFO : Epoch 1959 | loss: 0.0310914 | val_loss: 0.0311595 | Time: 2054.56 ms [2022-04-13 02:13:47 main:574] : INFO : Epoch 1960 | loss: 0.031099 | val_loss: 0.0311575 | Time: 2068.25 ms [2022-04-13 02:13:49 main:574] : INFO : Epoch 1961 | loss: 0.031105 | val_loss: 0.0311569 | Time: 2070.05 ms [2022-04-13 02:13:51 main:574] : INFO : Epoch 1962 | loss: 0.0311015 | val_loss: 0.0311515 | Time: 2051.83 ms [2022-04-13 02:13:53 main:574] : INFO : Epoch 1963 | loss: 0.0310977 | val_loss: 0.0311502 | Time: 2071.76 ms [2022-04-13 02:13:55 main:574] : INFO : Epoch 1964 | loss: 0.0311029 | val_loss: 0.0311533 | Time: 2038.89 ms [2022-04-13 02:13:57 main:574] : INFO : Epoch 1965 | loss: 0.0311026 | val_loss: 0.031152 | Time: 2062.49 ms [2022-04-13 02:13:59 main:574] : INFO : Epoch 1966 | loss: 0.031101 | val_loss: 0.0311511 | Time: 2065.64 ms [2022-04-13 02:14:01 main:574] : INFO : Epoch 1967 | loss: 0.0311015 | val_loss: 0.031152 | Time: 2076.34 ms [2022-04-13 02:14:03 main:574] : INFO : Epoch 1968 | loss: 0.0311007 | val_loss: 0.0311481 | Time: 2077.05 ms [2022-04-13 02:14:06 main:574] : INFO : Epoch 1969 | loss: 0.0311066 | val_loss: 0.0311557 | Time: 2076.24 ms [2022-04-13 02:14:08 main:574] : INFO : Epoch 1970 | loss: 0.031105 | val_loss: 0.0311592 | Time: 2066.78 ms [2022-04-13 02:14:10 main:574] : INFO : Epoch 1971 | loss: 0.0311022 | val_loss: 0.0311524 | Time: 2057.58 ms [2022-04-13 02:14:12 main:574] : INFO : Epoch 1972 | loss: 0.031097 | val_loss: 0.0311556 | Time: 2040.21 ms [2022-04-13 02:14:14 main:574] : INFO : Epoch 1973 | loss: 0.0310923 | val_loss: 0.0311492 | Time: 2049.76 ms [2022-04-13 02:14:16 main:574] : INFO : Epoch 1974 | loss: 0.0310907 | val_loss: 0.0311648 | Time: 1996.29 ms [2022-04-13 02:14:18 main:574] : INFO : Epoch 1975 | loss: 0.031097 | val_loss: 0.0311601 | Time: 2062.68 ms [2022-04-13 02:14:20 main:574] : INFO : Epoch 1976 | loss: 0.0310953 | val_loss: 0.0311607 | Time: 2083.37 ms [2022-04-13 02:14:22 main:574] : INFO : Epoch 1977 | loss: 0.0310927 | val_loss: 0.0311559 | Time: 2051.32 ms [2022-04-13 02:14:24 main:574] : INFO : Epoch 1978 | loss: 0.0310904 | val_loss: 0.0311591 | Time: 2068.96 ms [2022-04-13 02:14:27 main:574] : INFO : Epoch 1979 | loss: 0.0310999 | val_loss: 0.0311579 | Time: 2060.61 ms [2022-04-13 02:14:29 main:574] : INFO : Epoch 1980 | loss: 0.0310943 | val_loss: 0.0311556 | Time: 2088.47 ms [2022-04-13 02:14:31 main:574] : INFO : Epoch 1981 | loss: 0.0310903 | val_loss: 0.0311539 | Time: 2062.4 ms [2022-04-13 02:14:33 main:574] : INFO : Epoch 1982 | loss: 0.031098 | val_loss: 0.0311511 | Time: 2096.11 ms [2022-04-13 02:14:35 main:574] : INFO : Epoch 1983 | loss: 0.0310981 | val_loss: 0.0311493 | Time: 2065.75 ms [2022-04-13 02:14:37 main:574] : INFO : Epoch 1984 | loss: 0.031098 | val_loss: 0.031146 | Time: 2062.32 ms [2022-04-13 02:14:39 main:574] : INFO : Epoch 1985 | loss: 0.0311003 | val_loss: 0.0311539 | Time: 2040.05 ms [2022-04-13 02:14:41 main:574] : INFO : Epoch 1986 | loss: 0.031096 | val_loss: 0.0311506 | Time: 2053.69 ms [2022-04-13 02:14:43 main:574] : INFO : Epoch 1987 | loss: 0.0310956 | val_loss: 0.0311522 | Time: 2042.2 ms [2022-04-13 02:14:46 main:574] : INFO : Epoch 1988 | loss: 0.0310955 | val_loss: 0.0311489 | Time: 2065.17 ms [2022-04-13 02:14:48 main:574] : INFO : Epoch 1989 | loss: 0.0310931 | val_loss: 0.0311578 | Time: 2034.93 ms [2022-04-13 02:14:50 main:574] : INFO : Epoch 1990 | loss: 0.0310948 | val_loss: 0.0311569 | Time: 2021.23 ms [2022-04-13 02:14:52 main:574] : INFO : Epoch 1991 | loss: 0.0310895 | val_loss: 0.0311553 | Time: 2000 ms [2022-04-13 02:14:54 main:574] : INFO : Epoch 1992 | loss: 0.0310869 | val_loss: 0.031159 | Time: 2072.65 ms [2022-04-13 02:14:56 main:574] : INFO : Epoch 1993 | loss: 0.0310862 | val_loss: 0.0311538 | Time: 2044.56 ms [2022-04-13 02:14:58 main:574] : INFO : Epoch 1994 | loss: 0.0310857 | val_loss: 0.0311574 | Time: 2048.8 ms [2022-04-13 02:15:00 main:574] : INFO : Epoch 1995 | loss: 0.0310865 | val_loss: 0.0311541 | Time: 2051.14 ms [2022-04-13 02:15:02 main:574] : INFO : Epoch 1996 | loss: 0.0310844 | val_loss: 0.0311587 | Time: 2062.56 ms [2022-04-13 02:15:04 main:574] : INFO : Epoch 1997 | loss: 0.031107 | val_loss: 0.0311481 | Time: 2052.67 ms [2022-04-13 02:15:06 main:574] : INFO : Epoch 1998 | loss: 0.0311085 | val_loss: 0.0311509 | Time: 2052.23 ms [2022-04-13 02:15:09 main:574] : INFO : Epoch 1999 | loss: 0.0311058 | val_loss: 0.0311451 | Time: 1997.68 ms [2022-04-13 02:15:11 main:574] : INFO : Epoch 2000 | loss: 0.0311039 | val_loss: 0.031155 | Time: 2020.7 ms [2022-04-13 02:15:13 main:574] : INFO : Epoch 2001 | loss: 0.031101 | val_loss: 0.031144 | Time: 2074.03 ms [2022-04-13 02:15:15 main:574] : INFO : Epoch 2002 | loss: 0.0310959 | val_loss: 0.0311491 | Time: 2055.47 ms [2022-04-13 02:15:17 main:574] : INFO : Epoch 2003 | loss: 0.0310954 | val_loss: 0.0311473 | Time: 2063.86 ms [2022-04-13 02:15:19 main:574] : INFO : Epoch 2004 | loss: 0.031095 | val_loss: 0.031146 | Time: 2057.55 ms [2022-04-13 02:15:21 main:574] : INFO : Epoch 2005 | loss: 0.0310969 | val_loss: 0.0311484 | Time: 2050.03 ms [2022-04-13 02:15:23 main:574] : INFO : Epoch 2006 | loss: 0.0310929 | val_loss: 0.0311542 | Time: 2051.37 ms [2022-04-13 02:15:25 main:574] : INFO : Epoch 2007 | loss: 0.031094 | val_loss: 0.0311501 | Time: 2052.51 ms [2022-04-13 02:15:27 main:574] : INFO : Epoch 2008 | loss: 0.0310974 | val_loss: 0.0311497 | Time: 2030.32 ms [2022-04-13 02:15:29 main:574] : INFO : Epoch 2009 | loss: 0.0310958 | val_loss: 0.0311511 | Time: 2036.59 ms [2022-04-13 02:15:32 main:574] : INFO : Epoch 2010 | loss: 0.0310954 | val_loss: 0.0311503 | Time: 2042.05 ms [2022-04-13 02:15:34 main:574] : INFO : Epoch 2011 | loss: 0.0310931 | val_loss: 0.0311593 | Time: 2057.65 ms [2022-04-13 02:15:36 main:574] : INFO : Epoch 2012 | loss: 0.0310907 | val_loss: 0.0311536 | Time: 2090.75 ms [2022-04-13 02:15:38 main:574] : INFO : Epoch 2013 | loss: 0.0311012 | val_loss: 0.0311607 | Time: 2069.17 ms [2022-04-13 02:15:40 main:574] : INFO : Epoch 2014 | loss: 0.0310941 | val_loss: 0.0311548 | Time: 2054.67 ms [2022-04-13 02:15:42 main:574] : INFO : Epoch 2015 | loss: 0.0310911 | val_loss: 0.0311602 | Time: 2043.14 ms [2022-04-13 02:15:45 main:574] : INFO : Epoch 2016 | loss: 0.0310888 | val_loss: 0.0311571 | Time: 2046.4 ms [2022-04-13 02:15:47 main:574] : INFO : Epoch 2017 | loss: 0.0310903 | val_loss: 0.0311624 | Time: 2023.34 ms [2022-04-13 02:15:49 main:574] : INFO : Epoch 2018 | loss: 0.031095 | val_loss: 0.0311555 | Time: 2044.81 ms [2022-04-13 02:15:51 main:574] : INFO : Epoch 2019 | loss: 0.0310961 | val_loss: 0.0311521 | Time: 2028.34 ms [2022-04-13 02:15:53 main:574] : INFO : Epoch 2020 | loss: 0.0310903 | val_loss: 0.0311544 | Time: 2064.48 ms [2022-04-13 02:15:55 main:574] : INFO : Epoch 2021 | loss: 0.0310889 | val_loss: 0.0311695 | Time: 2034.8 ms [2022-04-13 02:15:57 main:574] : INFO : Epoch 2022 | loss: 0.0310922 | val_loss: 0.0311639 | Time: 2066.73 ms [2022-04-13 02:15:59 main:574] : INFO : Epoch 2023 | loss: 0.0310927 | val_loss: 0.0311492 | Time: 2046.42 ms [2022-04-13 02:16:01 main:574] : INFO : Epoch 2024 | loss: 0.0310957 | val_loss: 0.0311536 | Time: 2033.41 ms [2022-04-13 02:16:03 main:574] : INFO : Epoch 2025 | loss: 0.0310912 | val_loss: 0.031153 | Time: 2057.07 ms [2022-04-13 02:16:06 main:574] : INFO : Epoch 2026 | loss: 0.0310912 | val_loss: 0.031149 | Time: 2071.37 ms [2022-04-13 02:16:08 main:574] : INFO : Epoch 2027 | loss: 0.0310934 | val_loss: 0.0311578 | Time: 2068.58 ms [2022-04-13 02:16:10 main:574] : INFO : Epoch 2028 | loss: 0.0310914 | val_loss: 0.0311562 | Time: 2070.75 ms [2022-04-13 02:16:12 main:574] : INFO : Epoch 2029 | loss: 0.0310909 | val_loss: 0.0311541 | Time: 2049.64 ms [2022-04-13 02:16:14 main:574] : INFO : Epoch 2030 | loss: 0.0310985 | val_loss: 0.0311557 | Time: 2018.29 ms [2022-04-13 02:16:16 main:574] : INFO : Epoch 2031 | loss: 0.0310967 | val_loss: 0.0311554 | Time: 2042.12 ms [2022-04-13 02:16:18 main:574] : INFO : Epoch 2032 | loss: 0.0310953 | val_loss: 0.0311515 | Time: 2064.37 ms [2022-04-13 02:16:20 main:574] : INFO : Epoch 2033 | loss: 0.031093 | val_loss: 0.0311511 | Time: 2063.95 ms [2022-04-13 02:16:23 main:574] : INFO : Epoch 2034 | loss: 0.0310942 | val_loss: 0.031151 | Time: 2071.67 ms [2022-04-13 02:16:25 main:574] : INFO : Epoch 2035 | loss: 0.0310918 | val_loss: 0.0311492 | Time: 2051.31 ms [2022-04-13 02:16:27 main:574] : INFO : Epoch 2036 | loss: 0.0310898 | val_loss: 0.0311553 | Time: 2086.93 ms [2022-04-13 02:16:29 main:574] : INFO : Epoch 2037 | loss: 0.0310931 | val_loss: 0.0311535 | Time: 2074.67 ms [2022-04-13 02:16:31 main:574] : INFO : Epoch 2038 | loss: 0.0310947 | val_loss: 0.0311542 | Time: 2029.32 ms [2022-04-13 02:16:33 main:574] : INFO : Epoch 2039 | loss: 0.0310913 | val_loss: 0.0311589 | Time: 2054.74 ms [2022-04-13 02:16:35 main:574] : INFO : Epoch 2040 | loss: 0.031088 | val_loss: 0.0311663 | Time: 2074.07 ms [2022-04-13 02:16:37 main:574] : INFO : Epoch 2041 | loss: 0.0310893 | val_loss: 0.0311529 | Time: 2052.47 ms [2022-04-13 02:16:39 main:574] : INFO : Epoch 2042 | loss: 0.0310895 | val_loss: 0.0311574 | Time: 2089.58 ms [2022-04-13 02:16:41 main:574] : INFO : Epoch 2043 | loss: 0.0310912 | val_loss: 0.0311504 | Time: 2011.25 ms [2022-04-13 02:16:44 main:574] : INFO : Epoch 2044 | loss: 0.0310898 | val_loss: 0.0311572 | Time: 2020.62 ms [2022-04-13 02:16:46 main:574] : INFO : Epoch 2045 | loss: 0.0310925 | val_loss: 0.0311637 | Time: 2068.54 ms [2022-04-13 02:16:48 main:574] : INFO : Epoch 2046 | loss: 0.0311219 | val_loss: 0.0311566 | Time: 2074.33 ms [2022-04-13 02:16:50 main:574] : INFO : Epoch 2047 | loss: 0.0311165 | val_loss: 0.0311583 | Time: 2084.36 ms [2022-04-13 02:16:52 main:574] : INFO : Epoch 2048 | loss: 0.0311091 | val_loss: 0.0311553 | Time: 2071.51 ms [2022-04-13 02:16:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311553 [2022-04-13 02:16:52 main:603] : INFO : Saving end state to config to file [2022-04-13 02:16:52 main:608] : INFO : Success, exiting.. 02:16:52 (20624): 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)