Task 3845401
| Name | ParityModified-1609262959-12094-7_0 |
| Workunit | 2012737 |
| Created | 25 Jan 2021, 13:35:30 UTC |
| Sent | 25 Jan 2021, 13:39:52 UTC |
| Report deadline | 1 Feb 2021, 13:39:52 UTC |
| Received | 25 Jan 2021, 16:35:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 8 sec |
| CPU time | 1 hours 9 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0312002 | val_loss: 0.0312083 | Time: 2036.55 ms [2021-01-25 16:17:44 main:574] : INFO : Epoch 1543 | loss: 0.0311997 | val_loss: 0.0312059 | Time: 2043.05 ms [2021-01-25 16:17:46 main:574] : INFO : Epoch 1544 | loss: 0.0311997 | val_loss: 0.0312095 | Time: 2040.23 ms [2021-01-25 16:17:48 main:574] : INFO : Epoch 1545 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 2049.25 ms [2021-01-25 16:17:50 main:574] : INFO : Epoch 1546 | loss: 0.0312006 | val_loss: 0.0312062 | Time: 2036.88 ms [2021-01-25 16:17:52 main:574] : INFO : Epoch 1547 | loss: 0.0311992 | val_loss: 0.0312057 | Time: 2041.37 ms [2021-01-25 16:17:54 main:574] : INFO : Epoch 1548 | loss: 0.0312006 | val_loss: 0.0312114 | Time: 2034.34 ms [2021-01-25 16:17:56 main:574] : INFO : Epoch 1549 | loss: 0.0312023 | val_loss: 0.03121 | Time: 2036.16 ms [2021-01-25 16:17:58 main:574] : INFO : Epoch 1550 | loss: 0.0312008 | val_loss: 0.0312076 | Time: 2034.14 ms [2021-01-25 16:18:01 main:574] : INFO : Epoch 1551 | loss: 0.0312007 | val_loss: 0.0312067 | Time: 2040.57 ms [2021-01-25 16:18:03 main:574] : INFO : Epoch 1552 | loss: 0.0312004 | val_loss: 0.0312058 | Time: 2037.13 ms [2021-01-25 16:18:05 main:574] : INFO : Epoch 1553 | loss: 0.0311984 | val_loss: 0.0312055 | Time: 2037.2 ms [2021-01-25 16:18:07 main:574] : INFO : Epoch 1554 | loss: 0.0311989 | val_loss: 0.0312059 | Time: 2042.35 ms [2021-01-25 16:18:09 main:574] : INFO : Epoch 1555 | loss: 0.0311989 | val_loss: 0.0312062 | Time: 2039.16 ms [2021-01-25 16:18:11 main:574] : INFO : Epoch 1556 | loss: 0.0311989 | val_loss: 0.0312057 | Time: 2034.18 ms [2021-01-25 16:18:13 main:574] : INFO : Epoch 1557 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 2034.61 ms [2021-01-25 16:18:15 main:574] : INFO : Epoch 1558 | loss: 0.0311997 | val_loss: 0.0312088 | Time: 2038.26 ms [2021-01-25 16:18:17 main:574] : INFO : Epoch 1559 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 2040.46 ms [2021-01-25 16:18:19 main:574] : INFO : Epoch 1560 | loss: 0.0312001 | val_loss: 0.0312097 | Time: 2034.4 ms [2021-01-25 16:18:21 main:574] : INFO : Epoch 1561 | loss: 0.0311988 | val_loss: 0.0312069 | Time: 2037.44 ms [2021-01-25 16:18:23 main:574] : INFO : Epoch 1562 | loss: 0.0312003 | val_loss: 0.0312083 | Time: 2037.69 ms [2021-01-25 16:18:25 main:574] : INFO : Epoch 1563 | loss: 0.0311997 | val_loss: 0.031206 | Time: 2038.73 ms [2021-01-25 16:18:27 main:574] : INFO : Epoch 1564 | loss: 0.0311996 | val_loss: 0.0312066 | Time: 2033.77 ms [2021-01-25 16:18:29 main:574] : INFO : Epoch 1565 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 2041.22 ms [2021-01-25 16:18:31 main:574] : INFO : Epoch 1566 | loss: 0.0311987 | val_loss: 0.0312059 | Time: 2041.27 ms [2021-01-25 16:18:33 main:574] : INFO : Epoch 1567 | loss: 0.0312006 | val_loss: 0.0312056 | Time: 2040.71 ms [2021-01-25 16:18:35 main:574] : INFO : Epoch 1568 | loss: 0.0312006 | val_loss: 0.0312061 | Time: 2046.65 ms [2021-01-25 16:18:37 main:574] : INFO : Epoch 1569 | loss: 0.0311993 | val_loss: 0.0312071 | Time: 2036.31 ms [2021-01-25 16:18:39 main:574] : INFO : Epoch 1570 | loss: 0.0311991 | val_loss: 0.0312065 | Time: 2043.64 ms [2021-01-25 16:18:42 main:574] : INFO : Epoch 1571 | loss: 0.0312004 | val_loss: 0.0312123 | Time: 2032.65 ms [2021-01-25 16:18:44 main:574] : INFO : Epoch 1572 | loss: 0.0312004 | val_loss: 0.0312076 | Time: 2033.77 ms [2021-01-25 16:18:46 main:574] : INFO : Epoch 1573 | loss: 0.0311998 | val_loss: 0.0312061 | Time: 2040.96 ms [2021-01-25 16:18:48 main:574] : INFO : Epoch 1574 | loss: 0.0311999 | val_loss: 0.0312089 | Time: 2043.14 ms [2021-01-25 16:18:50 main:574] : INFO : Epoch 1575 | loss: 0.0311985 | val_loss: 0.0312072 | Time: 2037.94 ms [2021-01-25 16:18:52 main:574] : INFO : Epoch 1576 | loss: 0.0312002 | val_loss: 0.0312096 | Time: 2038.72 ms [2021-01-25 16:18:54 main:574] : INFO : Epoch 1577 | loss: 0.0311996 | val_loss: 0.0312103 | Time: 2042.64 ms [2021-01-25 16:18:56 main:574] : INFO : Epoch 1578 | loss: 0.0311981 | val_loss: 0.0312067 | Time: 2035.81 ms [2021-01-25 16:18:58 main:574] : INFO : Epoch 1579 | loss: 0.0311985 | val_loss: 0.0312062 | Time: 2032.18 ms [2021-01-25 16:19:00 main:574] : INFO : Epoch 1580 | loss: 0.0311978 | val_loss: 0.0312064 | Time: 2032.67 ms [2021-01-25 16:19:02 main:574] : INFO : Epoch 1581 | loss: 0.0311985 | val_loss: 0.0312116 | Time: 2036.13 ms [2021-01-25 16:19:04 main:574] : INFO : Epoch 1582 | loss: 0.0311997 | val_loss: 0.0312069 | Time: 2033.73 ms [2021-01-25 16:19:06 main:574] : INFO : Epoch 1583 | loss: 0.0311997 | val_loss: 0.0312089 | Time: 2038.83 ms [2021-01-25 16:19:08 main:574] : INFO : Epoch 1584 | loss: 0.0311985 | val_loss: 0.0312059 | Time: 2038.36 ms [2021-01-25 16:19:10 main:574] : INFO : Epoch 1585 | loss: 0.0311982 | val_loss: 0.0312076 | Time: 2047.56 ms [2021-01-25 16:19:12 main:574] : INFO : Epoch 1586 | loss: 0.0311989 | val_loss: 0.031207 | Time: 2037.39 ms [2021-01-25 16:19:14 main:574] : INFO : Epoch 1587 | loss: 0.0311976 | val_loss: 0.0312074 | Time: 2039.17 ms [2021-01-25 16:19:16 main:574] : INFO : Epoch 1588 | loss: 0.0311984 | val_loss: 0.0312074 | Time: 2038.62 ms [2021-01-25 16:19:18 main:574] : INFO : Epoch 1589 | loss: 0.0311978 | val_loss: 0.0312055 | Time: 2044.64 ms [2021-01-25 16:19:20 main:574] : INFO : Epoch 1590 | loss: 0.0311977 | val_loss: 0.0312067 | Time: 2033.15 ms [2021-01-25 16:19:22 main:574] : INFO : Epoch 1591 | loss: 0.031199 | val_loss: 0.0312092 | Time: 2039.44 ms [2021-01-25 16:19:25 main:574] : INFO : Epoch 1592 | loss: 0.0311985 | val_loss: 0.0312065 | Time: 2038.37 ms [2021-01-25 16:19:27 main:574] : INFO : Epoch 1593 | loss: 0.0311982 | val_loss: 0.0312063 | Time: 2041.2 ms [2021-01-25 16:19:29 main:574] : INFO : Epoch 1594 | loss: 0.0311981 | val_loss: 0.0312079 | Time: 2038.12 ms [2021-01-25 16:19:31 main:574] : INFO : Epoch 1595 | loss: 0.0311977 | val_loss: 0.0312072 | Time: 2036.71 ms [2021-01-25 16:19:33 main:574] : INFO : Epoch 1596 | loss: 0.0311977 | val_loss: 0.0312089 | Time: 2036.69 ms [2021-01-25 16:19:35 main:574] : INFO : Epoch 1597 | loss: 0.0311997 | val_loss: 0.0312066 | Time: 2037.39 ms [2021-01-25 16:19:37 main:574] : INFO : Epoch 1598 | loss: 0.0311997 | val_loss: 0.0312073 | Time: 2037.43 ms [2021-01-25 16:19:39 main:574] : INFO : Epoch 1599 | loss: 0.0311982 | val_loss: 0.0312071 | Time: 2039.55 ms [2021-01-25 16:19:41 main:574] : INFO : Epoch 1600 | loss: 0.0311978 | val_loss: 0.0312072 | Time: 2039.89 ms [2021-01-25 16:19:43 main:574] : INFO : Epoch 1601 | loss: 0.0311975 | val_loss: 0.0312062 | Time: 2038.15 ms [2021-01-25 16:19:45 main:574] : INFO : Epoch 1602 | loss: 0.0312001 | val_loss: 0.0312097 | Time: 2035.88 ms [2021-01-25 16:19:47 main:574] : INFO : Epoch 1603 | loss: 0.0311997 | val_loss: 0.0312074 | Time: 2034.32 ms [2021-01-25 16:19:49 main:574] : INFO : Epoch 1604 | loss: 0.0311988 | val_loss: 0.0312062 | Time: 2034.85 ms [2021-01-25 16:19:51 main:574] : INFO : Epoch 1605 | loss: 0.0311993 | val_loss: 0.0312069 | Time: 2044.63 ms [2021-01-25 16:19:53 main:574] : INFO : Epoch 1606 | loss: 0.0311976 | val_loss: 0.0312104 | Time: 2038.58 ms [2021-01-25 16:19:55 main:574] : INFO : Epoch 1607 | loss: 0.0312027 | val_loss: 0.0312251 | Time: 2035.41 ms [2021-01-25 16:19:57 main:574] : INFO : Epoch 1608 | loss: 0.0312054 | val_loss: 0.0312079 | Time: 2037.11 ms [2021-01-25 16:19:59 main:574] : INFO : Epoch 1609 | loss: 0.0311981 | val_loss: 0.0312094 | Time: 2038.14 ms [2021-01-25 16:20:01 main:574] : INFO : Epoch 1610 | loss: 0.0311978 | val_loss: 0.0312064 | Time: 2039.09 ms [2021-01-25 16:20:03 main:574] : INFO : Epoch 1611 | loss: 0.0311973 | val_loss: 0.0312078 | Time: 2034.01 ms [2021-01-25 16:20:06 main:574] : INFO : Epoch 1612 | loss: 0.0311986 | val_loss: 0.0312069 | Time: 2034.19 ms [2021-01-25 16:20:08 main:574] : INFO : Epoch 1613 | loss: 0.0311976 | val_loss: 0.0312129 | Time: 2038.56 ms [2021-01-25 16:20:10 main:574] : INFO : Epoch 1614 | loss: 0.0311991 | val_loss: 0.0312059 | Time: 2036.98 ms [2021-01-25 16:20:12 main:574] : INFO : Epoch 1615 | loss: 0.031198 | val_loss: 0.0312063 | Time: 2035.98 ms [2021-01-25 16:20:14 main:574] : INFO : Epoch 1616 | loss: 0.0311986 | val_loss: 0.0312066 | Time: 2037.56 ms [2021-01-25 16:20:16 main:574] : INFO : Epoch 1617 | loss: 0.0312009 | val_loss: 0.0312081 | Time: 2035.25 ms [2021-01-25 16:20:18 main:574] : INFO : Epoch 1618 | loss: 0.0311984 | val_loss: 0.0312069 | Time: 2038.82 ms [2021-01-25 16:20:20 main:574] : INFO : Epoch 1619 | loss: 0.0311977 | val_loss: 0.031214 | Time: 2039.01 ms [2021-01-25 16:20:22 main:574] : INFO : Epoch 1620 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 2035.77 ms [2021-01-25 16:20:24 main:574] : INFO : Epoch 1621 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 2041.01 ms [2021-01-25 16:20:26 main:574] : INFO : Epoch 1622 | loss: 0.0311979 | val_loss: 0.0312061 | Time: 2035.16 ms [2021-01-25 16:20:28 main:574] : INFO : Epoch 1623 | loss: 0.0312014 | val_loss: 0.0312083 | Time: 2037.88 ms [2021-01-25 16:20:30 main:574] : INFO : Epoch 1624 | loss: 0.0311986 | val_loss: 0.0312074 | Time: 2036.14 ms [2021-01-25 16:20:32 main:574] : INFO : Epoch 1625 | loss: 0.0311971 | val_loss: 0.031206 | Time: 2041.32 ms [2021-01-25 16:20:34 main:574] : INFO : Epoch 1626 | loss: 0.031198 | val_loss: 0.031207 | Time: 2035.79 ms [2021-01-25 16:20:36 main:574] : INFO : Epoch 1627 | loss: 0.0311967 | val_loss: 0.0312065 | Time: 2039.66 ms [2021-01-25 16:20:38 main:574] : INFO : Epoch 1628 | loss: 0.0311968 | val_loss: 0.0312062 | Time: 2029.38 ms [2021-01-25 16:20:40 main:574] : INFO : Epoch 1629 | loss: 0.031197 | val_loss: 0.0312068 | Time: 2037.59 ms [2021-01-25 16:20:42 main:574] : INFO : Epoch 1630 | loss: 0.0311977 | val_loss: 0.0312061 | Time: 2036.96 ms [2021-01-25 16:20:44 main:574] : INFO : Epoch 1631 | loss: 0.0311989 | val_loss: 0.0312086 | Time: 2041.26 ms [2021-01-25 16:20:47 main:574] : INFO : Epoch 1632 | loss: 0.0311968 | val_loss: 0.0312063 | Time: 2035.67 ms [2021-01-25 16:20:49 main:574] : INFO : Epoch 1633 | loss: 0.0311987 | val_loss: 0.0312117 | Time: 2038.81 ms [2021-01-25 16:20:51 main:574] : INFO : Epoch 1634 | loss: 0.0311985 | val_loss: 0.0312062 | Time: 2041.63 ms [2021-01-25 16:20:53 main:574] : INFO : Epoch 1635 | loss: 0.0311968 | val_loss: 0.0312071 | Time: 2036.77 ms [2021-01-25 16:20:55 main:574] : INFO : Epoch 1636 | loss: 0.031197 | val_loss: 0.031206 | Time: 2031.07 ms [2021-01-25 16:20:57 main:574] : INFO : Epoch 1637 | loss: 0.0311969 | val_loss: 0.0312062 | Time: 2043.76 ms [2021-01-25 16:20:59 main:574] : INFO : Epoch 1638 | loss: 0.031197 | val_loss: 0.0312064 | Time: 2042.8 ms [2021-01-25 16:21:01 main:574] : INFO : Epoch 1639 | loss: 0.031197 | val_loss: 0.0312066 | Time: 2044.78 ms [2021-01-25 16:21:03 main:574] : INFO : Epoch 1640 | loss: 0.0311967 | val_loss: 0.0312062 | Time: 2033.83 ms [2021-01-25 16:21:05 main:574] : INFO : Epoch 1641 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 2045.01 ms [2021-01-25 16:21:07 main:574] : INFO : Epoch 1642 | loss: 0.0311972 | val_loss: 0.0312078 | Time: 2036.57 ms [2021-01-25 16:21:09 main:574] : INFO : Epoch 1643 | loss: 0.0311979 | val_loss: 0.0312075 | Time: 2039.72 ms [2021-01-25 16:21:11 main:574] : INFO : Epoch 1644 | loss: 0.031198 | val_loss: 0.031206 | Time: 2036 ms [2021-01-25 16:21:13 main:574] : INFO : Epoch 1645 | loss: 0.0311975 | val_loss: 0.0312058 | Time: 2035.93 ms [2021-01-25 16:21:15 main:574] : INFO : Epoch 1646 | loss: 0.0311966 | val_loss: 0.0312072 | Time: 2039.17 ms [2021-01-25 16:21:17 main:574] : INFO : Epoch 1647 | loss: 0.0311967 | val_loss: 0.0312057 | Time: 2038.52 ms [2021-01-25 16:21:19 main:574] : INFO : Epoch 1648 | loss: 0.0311969 | val_loss: 0.0312095 | Time: 2040.71 ms [2021-01-25 16:21:21 main:574] : INFO : Epoch 1649 | loss: 0.0311985 | val_loss: 0.0312073 | Time: 2036.84 ms [2021-01-25 16:21:23 main:574] : INFO : Epoch 1650 | loss: 0.0311962 | val_loss: 0.0312059 | Time: 2037.51 ms [2021-01-25 16:21:25 main:574] : INFO : Epoch 1651 | loss: 0.0311967 | val_loss: 0.0312055 | Time: 2037.71 ms [2021-01-25 16:21:28 main:574] : INFO : Epoch 1652 | loss: 0.0311979 | val_loss: 0.0312061 | Time: 2039.36 ms [2021-01-25 16:21:30 main:574] : INFO : Epoch 1653 | loss: 0.0311986 | val_loss: 0.0312115 | Time: 2044.24 ms [2021-01-25 16:21:32 main:574] : INFO : Epoch 1654 | loss: 0.0311974 | val_loss: 0.0312062 | Time: 2039.99 ms [2021-01-25 16:21:34 main:574] : INFO : Epoch 1655 | loss: 0.0311982 | val_loss: 0.0312099 | Time: 2036.47 ms [2021-01-25 16:21:36 main:574] : INFO : Epoch 1656 | loss: 0.0311995 | val_loss: 0.0312085 | Time: 2040.32 ms [2021-01-25 16:21:38 main:574] : INFO : Epoch 1657 | loss: 0.0311976 | val_loss: 0.0312084 | Time: 2041.71 ms [2021-01-25 16:21:40 main:574] : INFO : Epoch 1658 | loss: 0.0311974 | val_loss: 0.0312056 | Time: 2032.14 ms [2021-01-25 16:21:42 main:574] : INFO : Epoch 1659 | loss: 0.0311969 | val_loss: 0.0312067 | Time: 2034.27 ms [2021-01-25 16:21:44 main:574] : INFO : Epoch 1660 | loss: 0.0311969 | val_loss: 0.0312062 | Time: 2038.49 ms [2021-01-25 16:21:46 main:574] : INFO : Epoch 1661 | loss: 0.0311966 | val_loss: 0.0312072 | Time: 2047.83 ms [2021-01-25 16:21:48 main:574] : INFO : Epoch 1662 | loss: 0.0311967 | val_loss: 0.0312065 | Time: 2041.25 ms [2021-01-25 16:21:50 main:574] : INFO : Epoch 1663 | loss: 0.0311967 | val_loss: 0.0312078 | Time: 2036.5 ms [2021-01-25 16:21:52 main:574] : INFO : Epoch 1664 | loss: 0.0311977 | val_loss: 0.0312087 | Time: 2035.72 ms [2021-01-25 16:21:54 main:574] : INFO : Epoch 1665 | loss: 0.031197 | val_loss: 0.0312061 | Time: 2039.82 ms [2021-01-25 16:21:56 main:574] : INFO : Epoch 1666 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 2043.11 ms [2021-01-25 16:21:58 main:574] : INFO : Epoch 1667 | loss: 0.0311968 | val_loss: 0.0312068 | Time: 2039.61 ms [2021-01-25 16:22:00 main:574] : INFO : Epoch 1668 | loss: 0.0311962 | val_loss: 0.0312061 | Time: 2036.56 ms [2021-01-25 16:22:02 main:574] : INFO : Epoch 1669 | loss: 0.0311962 | val_loss: 0.0312111 | Time: 2031.84 ms [2021-01-25 16:22:04 main:574] : INFO : Epoch 1670 | loss: 0.0311993 | val_loss: 0.0312059 | Time: 2034.6 ms [2021-01-25 16:22:06 main:574] : INFO : Epoch 1671 | loss: 0.0311982 | val_loss: 0.0312083 | Time: 2042.53 ms [2021-01-25 16:22:09 main:574] : INFO : Epoch 1672 | loss: 0.0311972 | val_loss: 0.0312083 | Time: 2040.52 ms [2021-01-25 16:22:11 main:574] : INFO : Epoch 1673 | loss: 0.0311965 | val_loss: 0.0312064 | Time: 2042.74 ms [2021-01-25 16:22:13 main:574] : INFO : Epoch 1674 | loss: 0.0311965 | val_loss: 0.0312055 | Time: 2035.79 ms [2021-01-25 16:22:15 main:574] : INFO : Epoch 1675 | loss: 0.0311965 | val_loss: 0.0312062 | Time: 2037.08 ms [2021-01-25 16:22:17 main:574] : INFO : Epoch 1676 | loss: 0.0311963 | val_loss: 0.0312064 | Time: 2035.37 ms [2021-01-25 16:22:19 main:574] : INFO : Epoch 1677 | loss: 0.0311969 | val_loss: 0.0312084 | Time: 2034.55 ms [2021-01-25 16:22:21 main:574] : INFO : Epoch 1678 | loss: 0.0311963 | val_loss: 0.0312052 | Time: 2038.39 ms [2021-01-25 16:22:23 main:574] : INFO : Epoch 1679 | loss: 0.0311963 | val_loss: 0.0312068 | Time: 2040.43 ms [2021-01-25 16:22:25 main:574] : INFO : Epoch 1680 | loss: 0.0311972 | val_loss: 0.031206 | Time: 2037.9 ms [2021-01-25 16:22:27 main:574] : INFO : Epoch 1681 | loss: 0.0311959 | val_loss: 0.0312059 | Time: 2040.62 ms [2021-01-25 16:22:29 main:574] : INFO : Epoch 1682 | loss: 0.031196 | val_loss: 0.0312053 | Time: 2038.09 ms [2021-01-25 16:22:31 main:574] : INFO : Epoch 1683 | loss: 0.0311959 | val_loss: 0.0312059 | Time: 2038.17 ms [2021-01-25 16:22:33 main:574] : INFO : Epoch 1684 | loss: 0.031197 | val_loss: 0.0312079 | Time: 2037.32 ms [2021-01-25 16:22:35 main:574] : INFO : Epoch 1685 | loss: 0.0311978 | val_loss: 0.031207 | Time: 2038.49 ms [2021-01-25 16:22:37 main:574] : INFO : Epoch 1686 | loss: 0.0311959 | val_loss: 0.0312069 | Time: 2036.86 ms [2021-01-25 16:22:39 main:574] : INFO : Epoch 1687 | loss: 0.0311962 | val_loss: 0.0312057 | Time: 2036.63 ms [2021-01-25 16:22:41 main:574] : INFO : Epoch 1688 | loss: 0.031196 | val_loss: 0.0312057 | Time: 2040.68 ms [2021-01-25 16:22:43 main:574] : INFO : Epoch 1689 | loss: 0.0311964 | val_loss: 0.0312057 | Time: 2039.07 ms [2021-01-25 16:22:45 main:574] : INFO : Epoch 1690 | loss: 0.0311961 | val_loss: 0.031206 | Time: 2035.98 ms [2021-01-25 16:22:47 main:574] : INFO : Epoch 1691 | loss: 0.0311964 | val_loss: 0.0312072 | Time: 2041.91 ms [2021-01-25 16:22:50 main:574] : INFO : Epoch 1692 | loss: 0.0311976 | val_loss: 0.0312067 | Time: 2034.65 ms [2021-01-25 16:22:52 main:574] : INFO : Epoch 1693 | loss: 0.031196 | val_loss: 0.0312073 | Time: 2032.15 ms [2021-01-25 16:22:54 main:574] : INFO : Epoch 1694 | loss: 0.0311972 | val_loss: 0.0312061 | Time: 2033.64 ms [2021-01-25 16:22:56 main:574] : INFO : Epoch 1695 | loss: 0.0311959 | val_loss: 0.0312059 | Time: 2038.65 ms [2021-01-25 16:22:58 main:574] : INFO : Epoch 1696 | loss: 0.0311967 | val_loss: 0.0312058 | Time: 2034.9 ms [2021-01-25 16:23:00 main:574] : INFO : Epoch 1697 | loss: 0.0311968 | val_loss: 0.0312076 | Time: 2039.6 ms [2021-01-25 16:23:02 main:574] : INFO : Epoch 1698 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 2037.85 ms [2021-01-25 16:23:04 main:574] : INFO : Epoch 1699 | loss: 0.0311961 | val_loss: 0.0312061 | Time: 2037.56 ms [2021-01-25 16:23:06 main:574] : INFO : Epoch 1700 | loss: 0.0311964 | val_loss: 0.0312064 | Time: 2038.52 ms [2021-01-25 16:23:08 main:574] : INFO : Epoch 1701 | loss: 0.031196 | val_loss: 0.0312059 | Time: 2034.98 ms [2021-01-25 16:23:10 main:574] : INFO : Epoch 1702 | loss: 0.0311967 | val_loss: 0.0312055 | Time: 2034.03 ms [2021-01-25 16:23:12 main:574] : INFO : Epoch 1703 | loss: 0.0311969 | val_loss: 0.0312081 | Time: 2040.03 ms [2021-01-25 16:23:14 main:574] : INFO : Epoch 1704 | loss: 0.0312002 | val_loss: 0.031213 | Time: 2036.38 ms [2021-01-25 16:23:16 main:574] : INFO : Epoch 1705 | loss: 0.0312011 | val_loss: 0.0312061 | Time: 2040.06 ms [2021-01-25 16:23:18 main:574] : INFO : Epoch 1706 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 2040.42 ms [2021-01-25 16:23:20 main:574] : INFO : Epoch 1707 | loss: 0.0311992 | val_loss: 0.0312074 | Time: 2043.8 ms [2021-01-25 16:23:22 main:574] : INFO : Epoch 1708 | loss: 0.0311979 | val_loss: 0.0312079 | Time: 2035.09 ms [2021-01-25 16:23:24 main:574] : INFO : Epoch 1709 | loss: 0.0311967 | val_loss: 0.0312056 | Time: 2038.44 ms [2021-01-25 16:23:26 main:574] : INFO : Epoch 1710 | loss: 0.0311969 | val_loss: 0.0312066 | Time: 2037.09 ms [2021-01-25 16:23:28 main:574] : INFO : Epoch 1711 | loss: 0.0311962 | val_loss: 0.0312063 | Time: 2037.16 ms [2021-01-25 16:23:31 main:574] : INFO : Epoch 1712 | loss: 0.0311965 | val_loss: 0.0312063 | Time: 2037.72 ms [2021-01-25 16:23:33 main:574] : INFO : Epoch 1713 | loss: 0.0311964 | val_loss: 0.0312058 | Time: 2036.08 ms [2021-01-25 16:23:35 main:574] : INFO : Epoch 1714 | loss: 0.0311968 | val_loss: 0.0312087 | Time: 2037.61 ms [2021-01-25 16:23:37 main:574] : INFO : Epoch 1715 | loss: 0.0311993 | val_loss: 0.0312086 | Time: 2035.61 ms [2021-01-25 16:23:39 main:574] : INFO : Epoch 1716 | loss: 0.0311981 | val_loss: 0.0312074 | Time: 2039.26 ms [2021-01-25 16:23:41 main:574] : INFO : Epoch 1717 | loss: 0.0311981 | val_loss: 0.0312106 | Time: 2040.22 ms [2021-01-25 16:23:43 main:574] : INFO : Epoch 1718 | loss: 0.0311972 | val_loss: 0.0312082 | Time: 2042.22 ms [2021-01-25 16:23:45 main:574] : INFO : Epoch 1719 | loss: 0.0311959 | val_loss: 0.0312062 | Time: 2035.33 ms [2021-01-25 16:23:47 main:574] : INFO : Epoch 1720 | loss: 0.0311963 | val_loss: 0.0312057 | Time: 2032.4 ms [2021-01-25 16:23:49 main:574] : INFO : Epoch 1721 | loss: 0.0311962 | val_loss: 0.0312084 | Time: 2040 ms [2021-01-25 16:23:51 main:574] : INFO : Epoch 1722 | loss: 0.0311965 | val_loss: 0.0312057 | Time: 2038.85 ms [2021-01-25 16:23:53 main:574] : INFO : Epoch 1723 | loss: 0.0311973 | val_loss: 0.0312064 | Time: 2041.85 ms [2021-01-25 16:23:55 main:574] : INFO : Epoch 1724 | loss: 0.0311974 | val_loss: 0.0312097 | Time: 2034.94 ms [2021-01-25 16:23:57 main:574] : INFO : Epoch 1725 | loss: 0.0311995 | val_loss: 0.0312092 | Time: 2041.97 ms [2021-01-25 16:23:59 main:574] : INFO : Epoch 1726 | loss: 0.0311997 | val_loss: 0.031215 | Time: 2036.25 ms [2021-01-25 16:24:01 main:574] : INFO : Epoch 1727 | loss: 0.031198 | val_loss: 0.0312067 | Time: 2043.15 ms [2021-01-25 16:24:03 main:574] : INFO : Epoch 1728 | loss: 0.0311963 | val_loss: 0.0312058 | Time: 2039.59 ms [2021-01-25 16:24:05 main:574] : INFO : Epoch 1729 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 2041.5 ms [2021-01-25 16:24:07 main:574] : INFO : Epoch 1730 | loss: 0.0311964 | val_loss: 0.0312088 | Time: 2048.48 ms [2021-01-25 16:24:09 main:574] : INFO : Epoch 1731 | loss: 0.0311981 | val_loss: 0.0312056 | Time: 2040.85 ms [2021-01-25 16:24:12 main:574] : INFO : Epoch 1732 | loss: 0.0311965 | val_loss: 0.0312054 | Time: 2036.24 ms [2021-01-25 16:24:14 main:574] : INFO : Epoch 1733 | loss: 0.0311971 | val_loss: 0.0312062 | Time: 2037.38 ms [2021-01-25 16:24:16 main:574] : INFO : Epoch 1734 | loss: 0.0311968 | val_loss: 0.0312062 | Time: 2037.2 ms [2021-01-25 16:24:18 main:574] : INFO : Epoch 1735 | loss: 0.0311974 | val_loss: 0.0312062 | Time: 2041.66 ms [2021-01-25 16:24:20 main:574] : INFO : Epoch 1736 | loss: 0.0311972 | val_loss: 0.0312064 | Time: 2033.03 ms [2021-01-25 16:24:22 main:574] : INFO : Epoch 1737 | loss: 0.031196 | val_loss: 0.0312067 | Time: 2042.46 ms [2021-01-25 16:24:24 main:574] : INFO : Epoch 1738 | loss: 0.0311975 | val_loss: 0.0312073 | Time: 2038.07 ms [2021-01-25 16:24:26 main:574] : INFO : Epoch 1739 | loss: 0.0311968 | val_loss: 0.0312058 | Time: 2034.28 ms [2021-01-25 16:24:28 main:574] : INFO : Epoch 1740 | loss: 0.0311967 | val_loss: 0.0312087 | Time: 2036.15 ms [2021-01-25 16:24:30 main:574] : INFO : Epoch 1741 | loss: 0.0311974 | val_loss: 0.0312066 | Time: 2046.59 ms [2021-01-25 16:24:32 main:574] : INFO : Epoch 1742 | loss: 0.0311972 | val_loss: 0.0312069 | Time: 2035.18 ms [2021-01-25 16:24:34 main:574] : INFO : Epoch 1743 | loss: 0.0311959 | val_loss: 0.0312063 | Time: 2042.64 ms [2021-01-25 16:24:36 main:574] : INFO : Epoch 1744 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 2038.31 ms [2021-01-25 16:24:38 main:574] : INFO : Epoch 1745 | loss: 0.0311971 | val_loss: 0.031206 | Time: 2039.37 ms [2021-01-25 16:24:40 main:574] : INFO : Epoch 1746 | loss: 0.0311963 | val_loss: 0.0312076 | Time: 2037.42 ms [2021-01-25 16:24:42 main:574] : INFO : Epoch 1747 | loss: 0.0311962 | val_loss: 0.0312071 | Time: 2041.16 ms [2021-01-25 16:24:44 main:574] : INFO : Epoch 1748 | loss: 0.0311965 | val_loss: 0.0312098 | Time: 2034.28 ms [2021-01-25 16:24:46 main:574] : INFO : Epoch 1749 | loss: 0.031197 | val_loss: 0.0312083 | Time: 2042.25 ms [2021-01-25 16:24:48 main:574] : INFO : Epoch 1750 | loss: 0.0311966 | val_loss: 0.0312072 | Time: 2041.89 ms [2021-01-25 16:24:50 main:574] : INFO : Epoch 1751 | loss: 0.0311982 | val_loss: 0.0312077 | Time: 2036.83 ms [2021-01-25 16:24:53 main:574] : INFO : Epoch 1752 | loss: 0.0311971 | val_loss: 0.0312057 | Time: 2036.66 ms [2021-01-25 16:24:55 main:574] : INFO : Epoch 1753 | loss: 0.0311966 | val_loss: 0.031205 | Time: 2044.04 ms [2021-01-25 16:24:57 main:574] : INFO : Epoch 1754 | loss: 0.0311958 | val_loss: 0.0312076 | Time: 2041.52 ms [2021-01-25 16:24:59 main:574] : INFO : Epoch 1755 | loss: 0.0311959 | val_loss: 0.0312065 | Time: 2037.56 ms [2021-01-25 16:25:01 main:574] : INFO : Epoch 1756 | loss: 0.0311973 | val_loss: 0.031209 | Time: 2035.87 ms [2021-01-25 16:25:03 main:574] : INFO : Epoch 1757 | loss: 0.0311964 | val_loss: 0.0312053 | Time: 2031.62 ms [2021-01-25 16:25:05 main:574] : INFO : Epoch 1758 | loss: 0.0311965 | val_loss: 0.0312083 | Time: 2035.53 ms [2021-01-25 16:25:07 main:574] : INFO : Epoch 1759 | loss: 0.0311968 | val_loss: 0.0312081 | Time: 2036.92 ms [2021-01-25 16:25:09 main:574] : INFO : Epoch 1760 | loss: 0.0311962 | val_loss: 0.0312071 | Time: 2034.63 ms [2021-01-25 16:25:11 main:574] : INFO : Epoch 1761 | loss: 0.0311966 | val_loss: 0.0312078 | Time: 2040.45 ms [2021-01-25 16:25:13 main:574] : INFO : Epoch 1762 | loss: 0.0311977 | val_loss: 0.0312066 | Time: 2039.06 ms [2021-01-25 16:25:15 main:574] : INFO : Epoch 1763 | loss: 0.0311963 | val_loss: 0.0312059 | Time: 2034.33 ms [2021-01-25 16:25:17 main:574] : INFO : Epoch 1764 | loss: 0.0311962 | val_loss: 0.0312056 | Time: 2034.55 ms [2021-01-25 16:25:19 main:574] : INFO : Epoch 1765 | loss: 0.0311957 | val_loss: 0.0312056 | Time: 2039.66 ms [2021-01-25 16:25:21 main:574] : INFO : Epoch 1766 | loss: 0.0311957 | val_loss: 0.0312065 | Time: 2039.04 ms [2021-01-25 16:25:23 main:574] : INFO : Epoch 1767 | loss: 0.0311959 | val_loss: 0.0312066 | Time: 2042.39 ms [2021-01-25 16:25:25 main:574] : INFO : Epoch 1768 | loss: 0.0311965 | val_loss: 0.0312048 | Time: 2036.54 ms [2021-01-25 16:25:27 main:574] : INFO : Epoch 1769 | loss: 0.0311972 | val_loss: 0.031207 | Time: 2036.95 ms [2021-01-25 16:25:29 main:574] : INFO : Epoch 1770 | loss: 0.0311987 | val_loss: 0.0312053 | Time: 2059.11 ms [2021-01-25 16:25:31 main:574] : INFO : Epoch 1771 | loss: 0.0311965 | val_loss: 0.0312054 | Time: 2036.98 ms [2021-01-25 16:25:34 main:574] : INFO : Epoch 1772 | loss: 0.0311974 | val_loss: 0.0312079 | Time: 2034.2 ms [2021-01-25 16:25:36 main:574] : INFO : Epoch 1773 | loss: 0.0312003 | val_loss: 0.0312106 | Time: 2039.76 ms [2021-01-25 16:25:38 main:574] : INFO : Epoch 1774 | loss: 0.0312095 | val_loss: 0.0312433 | Time: 2043.29 ms [2021-01-25 16:25:40 main:574] : INFO : Epoch 1775 | loss: 0.0312192 | val_loss: 0.0312106 | Time: 2040.11 ms [2021-01-25 16:25:42 main:574] : INFO : Epoch 1776 | loss: 0.03127 | val_loss: 0.0335198 | Time: 2034.96 ms [2021-01-25 16:25:44 main:574] : INFO : Epoch 1777 | loss: 0.0336189 | val_loss: 0.0318091 | Time: 2042.89 ms [2021-01-25 16:25:46 main:574] : INFO : Epoch 1778 | loss: 0.031649 | val_loss: 0.031324 | Time: 2039.24 ms [2021-01-25 16:25:48 main:574] : INFO : Epoch 1779 | loss: 0.0312942 | val_loss: 0.0312725 | Time: 2038.02 ms [2021-01-25 16:25:50 main:574] : INFO : Epoch 1780 | loss: 0.0312516 | val_loss: 0.0312387 | Time: 2032.44 ms [2021-01-25 16:25:52 main:574] : INFO : Epoch 1781 | loss: 0.0312289 | val_loss: 0.0312197 | Time: 2036.41 ms [2021-01-25 16:25:54 main:574] : INFO : Epoch 1782 | loss: 0.0312132 | val_loss: 0.0312156 | Time: 2029.32 ms [2021-01-25 16:25:56 main:574] : INFO : Epoch 1783 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 2041.05 ms [2021-01-25 16:25:58 main:574] : INFO : Epoch 1784 | loss: 0.0312085 | val_loss: 0.0312114 | Time: 2036.3 ms [2021-01-25 16:26:00 main:574] : INFO : Epoch 1785 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 2045.79 ms [2021-01-25 16:26:02 main:574] : INFO : Epoch 1786 | loss: 0.0312071 | val_loss: 0.0312099 | Time: 2035.66 ms [2021-01-25 16:26:04 main:574] : INFO : Epoch 1787 | loss: 0.0312063 | val_loss: 0.0312095 | Time: 2030.36 ms [2021-01-25 16:26:06 main:574] : INFO : Epoch 1788 | loss: 0.0312064 | val_loss: 0.0312095 | Time: 2037.54 ms [2021-01-25 16:26:08 main:574] : INFO : Epoch 1789 | loss: 0.0312058 | val_loss: 0.031212 | Time: 2038.77 ms [2021-01-25 16:26:10 main:574] : INFO : Epoch 1790 | loss: 0.0312065 | val_loss: 0.0312087 | Time: 2032.9 ms [2021-01-25 16:26:12 main:574] : INFO : Epoch 1791 | loss: 0.0312056 | val_loss: 0.0312082 | Time: 2034.39 ms [2021-01-25 16:26:14 main:574] : INFO : Epoch 1792 | loss: 0.0312054 | val_loss: 0.0312083 | Time: 2033.34 ms [2021-01-25 16:26:17 main:574] : INFO : Epoch 1793 | loss: 0.031205 | val_loss: 0.0312083 | Time: 2035.72 ms [2021-01-25 16:26:19 main:574] : INFO : Epoch 1794 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 2035.95 ms [2021-01-25 16:26:21 main:574] : INFO : Epoch 1795 | loss: 0.0312046 | val_loss: 0.0312078 | Time: 2035.27 ms [2021-01-25 16:26:23 main:574] : INFO : Epoch 1796 | loss: 0.031204 | val_loss: 0.0312078 | Time: 2037.13 ms [2021-01-25 16:26:25 main:574] : INFO : Epoch 1797 | loss: 0.0312024 | val_loss: 0.0312058 | Time: 2039.29 ms [2021-01-25 16:26:27 main:574] : INFO : Epoch 1798 | loss: 0.0312001 | val_loss: 0.0312073 | Time: 2037.09 ms [2021-01-25 16:26:29 main:574] : INFO : Epoch 1799 | loss: 0.0311999 | val_loss: 0.0312079 | Time: 2039.13 ms [2021-01-25 16:26:31 main:574] : INFO : Epoch 1800 | loss: 0.0312004 | val_loss: 0.0312068 | Time: 2037.12 ms [2021-01-25 16:26:33 main:574] : INFO : Epoch 1801 | loss: 0.0311992 | val_loss: 0.0312058 | Time: 2039.12 ms [2021-01-25 16:26:35 main:574] : INFO : Epoch 1802 | loss: 0.0311988 | val_loss: 0.0312059 | Time: 2035.22 ms [2021-01-25 16:26:37 main:574] : INFO : Epoch 1803 | loss: 0.0311995 | val_loss: 0.0312055 | Time: 2036.8 ms [2021-01-25 16:26:39 main:574] : INFO : Epoch 1804 | loss: 0.0311992 | val_loss: 0.0312061 | Time: 2036.1 ms [2021-01-25 16:26:41 main:574] : INFO : Epoch 1805 | loss: 0.0311986 | val_loss: 0.0312056 | Time: 2037.79 ms [2021-01-25 16:26:43 main:574] : INFO : Epoch 1806 | loss: 0.0311992 | val_loss: 0.0312074 | Time: 2034.51 ms [2021-01-25 16:26:45 main:574] : INFO : Epoch 1807 | loss: 0.0312 | val_loss: 0.0312068 | Time: 2043.38 ms [2021-01-25 16:26:47 main:574] : INFO : Epoch 1808 | loss: 0.0312004 | val_loss: 0.0312071 | Time: 2036.53 ms [2021-01-25 16:26:49 main:574] : INFO : Epoch 1809 | loss: 0.031199 | val_loss: 0.0312058 | Time: 2036.39 ms [2021-01-25 16:26:51 main:574] : INFO : Epoch 1810 | loss: 0.0311987 | val_loss: 0.0312065 | Time: 2040.21 ms [2021-01-25 16:26:53 main:574] : INFO : Epoch 1811 | loss: 0.0311993 | val_loss: 0.0312061 | Time: 2044.81 ms [2021-01-25 16:26:55 main:574] : INFO : Epoch 1812 | loss: 0.0311985 | val_loss: 0.0312053 | Time: 2036.4 ms [2021-01-25 16:26:58 main:574] : INFO : Epoch 1813 | loss: 0.0311997 | val_loss: 0.0312085 | Time: 2038.21 ms [2021-01-25 16:27:00 main:574] : INFO : Epoch 1814 | loss: 0.0311988 | val_loss: 0.031206 | Time: 2032.5 ms [2021-01-25 16:27:02 main:574] : INFO : Epoch 1815 | loss: 0.0311988 | val_loss: 0.031206 | Time: 2033.76 ms [2021-01-25 16:27:04 main:574] : INFO : Epoch 1816 | loss: 0.0311983 | val_loss: 0.0312067 | Time: 2037.12 ms [2021-01-25 16:27:06 main:574] : INFO : Epoch 1817 | loss: 0.0311983 | val_loss: 0.0312059 | Time: 2044.68 ms [2021-01-25 16:27:08 main:574] : INFO : Epoch 1818 | loss: 0.0311977 | val_loss: 0.031206 | Time: 2051.75 ms [2021-01-25 16:27:10 main:574] : INFO : Epoch 1819 | loss: 0.0311977 | val_loss: 0.0312059 | Time: 2039.69 ms [2021-01-25 16:27:12 main:574] : INFO : Epoch 1820 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 2037.56 ms [2021-01-25 16:27:14 main:574] : INFO : Epoch 1821 | loss: 0.0311975 | val_loss: 0.0312062 | Time: 2041.22 ms [2021-01-25 16:27:16 main:574] : INFO : Epoch 1822 | loss: 0.0311981 | val_loss: 0.0312062 | Time: 2037.47 ms [2021-01-25 16:27:18 main:574] : INFO : Epoch 1823 | loss: 0.0311976 | val_loss: 0.031206 | Time: 2036.92 ms [2021-01-25 16:27:20 main:574] : INFO : Epoch 1824 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 2037.15 ms [2021-01-25 16:27:22 main:574] : INFO : Epoch 1825 | loss: 0.0311976 | val_loss: 0.031206 | Time: 2047.51 ms [2021-01-25 16:27:24 main:574] : INFO : Epoch 1826 | loss: 0.031199 | val_loss: 0.0312069 | Time: 2036.99 ms [2021-01-25 16:27:26 main:574] : INFO : Epoch 1827 | loss: 0.031199 | val_loss: 0.0312062 | Time: 2039.72 ms [2021-01-25 16:27:28 main:574] : INFO : Epoch 1828 | loss: 0.0311985 | val_loss: 0.0312089 | Time: 2036.11 ms [2021-01-25 16:27:30 main:574] : INFO : Epoch 1829 | loss: 0.0311984 | val_loss: 0.031207 | Time: 2040.07 ms [2021-01-25 16:27:32 main:574] : INFO : Epoch 1830 | loss: 0.0311983 | val_loss: 0.0312061 | Time: 2043.12 ms [2021-01-25 16:27:34 main:574] : INFO : Epoch 1831 | loss: 0.0311983 | val_loss: 0.0312073 | Time: 2037.97 ms [2021-01-25 16:27:36 main:574] : INFO : Epoch 1832 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 2037.41 ms [2021-01-25 16:27:39 main:574] : INFO : Epoch 1833 | loss: 0.0311971 | val_loss: 0.0312066 | Time: 2050.64 ms [2021-01-25 16:27:41 main:574] : INFO : Epoch 1834 | loss: 0.0311976 | val_loss: 0.0312052 | Time: 2042.06 ms [2021-01-25 16:27:43 main:574] : INFO : Epoch 1835 | loss: 0.0311971 | val_loss: 0.0312052 | Time: 2037.59 ms [2021-01-25 16:27:45 main:574] : INFO : Epoch 1836 | loss: 0.0311973 | val_loss: 0.0312056 | Time: 2038.84 ms [2021-01-25 16:27:47 main:574] : INFO : Epoch 1837 | loss: 0.0311982 | val_loss: 0.0312058 | Time: 2045.14 ms [2021-01-25 16:27:49 main:574] : INFO : Epoch 1838 | loss: 0.0311984 | val_loss: 0.0312056 | Time: 2042.32 ms [2021-01-25 16:27:51 main:574] : INFO : Epoch 1839 | loss: 0.0311974 | val_loss: 0.0312055 | Time: 2042.5 ms [2021-01-25 16:27:53 main:574] : INFO : Epoch 1840 | loss: 0.031198 | val_loss: 0.0312058 | Time: 2034.16 ms [2021-01-25 16:27:55 main:574] : INFO : Epoch 1841 | loss: 0.0311979 | val_loss: 0.0312053 | Time: 2038.09 ms [2021-01-25 16:27:57 main:574] : INFO : Epoch 1842 | loss: 0.0311972 | val_loss: 0.0312059 | Time: 2040.76 ms [2021-01-25 16:27:59 main:574] : INFO : Epoch 1843 | loss: 0.0311979 | val_loss: 0.0312054 | Time: 2037.45 ms [2021-01-25 16:28:01 main:574] : INFO : Epoch 1844 | loss: 0.0311984 | val_loss: 0.0312053 | Time: 2035.41 ms [2021-01-25 16:28:03 main:574] : INFO : Epoch 1845 | loss: 0.0311982 | val_loss: 0.0312052 | Time: 2042.89 ms [2021-01-25 16:28:05 main:574] : INFO : Epoch 1846 | loss: 0.0311988 | val_loss: 0.0312048 | Time: 2041 ms [2021-01-25 16:28:07 main:574] : INFO : Epoch 1847 | loss: 0.0311991 | val_loss: 0.0312051 | Time: 2036.88 ms [2021-01-25 16:28:09 main:574] : INFO : Epoch 1848 | loss: 0.031197 | val_loss: 0.0312053 | Time: 2038.86 ms [2021-01-25 16:28:11 main:574] : INFO : Epoch 1849 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 2046.19 ms [2021-01-25 16:28:13 main:574] : INFO : Epoch 1850 | loss: 0.0311979 | val_loss: 0.0312064 | Time: 2032.71 ms [2021-01-25 16:28:15 main:574] : INFO : Epoch 1851 | loss: 0.0311989 | val_loss: 0.0312098 | Time: 2036.56 ms [2021-01-25 16:28:18 main:574] : INFO : Epoch 1852 | loss: 0.0311983 | val_loss: 0.0312063 | Time: 2034.36 ms [2021-01-25 16:28:20 main:574] : INFO : Epoch 1853 | loss: 0.031197 | val_loss: 0.0312048 | Time: 2043.71 ms [2021-01-25 16:28:22 main:574] : INFO : Epoch 1854 | loss: 0.0311971 | val_loss: 0.0312047 | Time: 2037.6 ms [2021-01-25 16:28:24 main:574] : INFO : Epoch 1855 | loss: 0.0311972 | val_loss: 0.0312071 | Time: 2044.69 ms [2021-01-25 16:28:26 main:574] : INFO : Epoch 1856 | loss: 0.0311977 | val_loss: 0.0312048 | Time: 2036.9 ms [2021-01-25 16:28:28 main:574] : INFO : Epoch 1857 | loss: 0.0311973 | val_loss: 0.0312052 | Time: 2042.07 ms [2021-01-25 16:28:30 main:574] : INFO : Epoch 1858 | loss: 0.0311968 | val_loss: 0.0312067 | Time: 2041.67 ms [2021-01-25 16:28:32 main:574] : INFO : Epoch 1859 | loss: 0.0311975 | val_loss: 0.0312046 | Time: 2038.93 ms [2021-01-25 16:28:34 main:574] : INFO : Epoch 1860 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 2036.46 ms [2021-01-25 16:28:36 main:574] : INFO : Epoch 1861 | loss: 0.0311968 | val_loss: 0.0312052 | Time: 2042.28 ms [2021-01-25 16:28:38 main:574] : INFO : Epoch 1862 | loss: 0.0311964 | val_loss: 0.0312051 | Time: 2044.34 ms [2021-01-25 16:28:40 main:574] : INFO : Epoch 1863 | loss: 0.031198 | val_loss: 0.0312059 | Time: 2036.06 ms [2021-01-25 16:28:42 main:574] : INFO : Epoch 1864 | loss: 0.0311984 | val_loss: 0.0312049 | Time: 2037.17 ms [2021-01-25 16:28:44 main:574] : INFO : Epoch 1865 | loss: 0.0311972 | val_loss: 0.031205 | Time: 2037.84 ms [2021-01-25 16:28:46 main:574] : INFO : Epoch 1866 | loss: 0.0311967 | val_loss: 0.0312045 | Time: 2037.62 ms [2021-01-25 16:28:48 main:574] : INFO : Epoch 1867 | loss: 0.0311963 | val_loss: 0.0312049 | Time: 2044.05 ms [2021-01-25 16:28:50 main:574] : INFO : Epoch 1868 | loss: 0.0311968 | val_loss: 0.031205 | Time: 2039.03 ms [2021-01-25 16:28:52 main:574] : INFO : Epoch 1869 | loss: 0.0311967 | val_loss: 0.0312048 | Time: 2041.74 ms [2021-01-25 16:28:54 main:574] : INFO : Epoch 1870 | loss: 0.031197 | val_loss: 0.0312069 | Time: 2039.92 ms [2021-01-25 16:28:57 main:574] : INFO : Epoch 1871 | loss: 0.0311968 | val_loss: 0.0312045 | Time: 2039.61 ms [2021-01-25 16:28:59 main:574] : INFO : Epoch 1872 | loss: 0.0311974 | val_loss: 0.0312048 | Time: 2037.81 ms [2021-01-25 16:29:01 main:574] : INFO : Epoch 1873 | loss: 0.0311964 | val_loss: 0.031205 | Time: 2039.35 ms [2021-01-25 16:29:03 main:574] : INFO : Epoch 1874 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 2038.24 ms [2021-01-25 16:29:05 main:574] : INFO : Epoch 1875 | loss: 0.0311976 | val_loss: 0.0312051 | Time: 2036.6 ms [2021-01-25 16:29:07 main:574] : INFO : Epoch 1876 | loss: 0.0311967 | val_loss: 0.0312049 | Time: 2034.45 ms [2021-01-25 16:29:09 main:574] : INFO : Epoch 1877 | loss: 0.0311968 | val_loss: 0.0312045 | Time: 2045.05 ms [2021-01-25 16:29:11 main:574] : INFO : Epoch 1878 | loss: 0.0311972 | val_loss: 0.0312094 | Time: 2047 ms [2021-01-25 16:29:13 main:574] : INFO : Epoch 1879 | loss: 0.0311986 | val_loss: 0.0312066 | Time: 2041.78 ms [2021-01-25 16:29:15 main:574] : INFO : Epoch 1880 | loss: 0.0311973 | val_loss: 0.031206 | Time: 2043.52 ms [2021-01-25 16:29:17 main:574] : INFO : Epoch 1881 | loss: 0.0311972 | val_loss: 0.0312044 | Time: 2042.9 ms [2021-01-25 16:29:19 main:574] : INFO : Epoch 1882 | loss: 0.0311996 | val_loss: 0.0312066 | Time: 2047.73 ms [2021-01-25 16:29:21 main:574] : INFO : Epoch 1883 | loss: 0.0311983 | val_loss: 0.0312051 | Time: 2040.16 ms [2021-01-25 16:29:23 main:574] : INFO : Epoch 1884 | loss: 0.0311972 | val_loss: 0.0312049 | Time: 2048.06 ms [2021-01-25 16:29:25 main:574] : INFO : Epoch 1885 | loss: 0.0311969 | val_loss: 0.0312047 | Time: 2045.66 ms [2021-01-25 16:29:27 main:574] : INFO : Epoch 1886 | loss: 0.0311965 | val_loss: 0.0312049 | Time: 2033.92 ms [2021-01-25 16:29:29 main:574] : INFO : Epoch 1887 | loss: 0.0311964 | val_loss: 0.0312049 | Time: 2046.73 ms [2021-01-25 16:29:31 main:574] : INFO : Epoch 1888 | loss: 0.0311973 | val_loss: 0.031205 | Time: 2039.29 ms [2021-01-25 16:29:33 main:574] : INFO : Epoch 1889 | loss: 0.031197 | val_loss: 0.0312059 | Time: 2037.57 ms [2021-01-25 16:29:36 main:574] : INFO : Epoch 1890 | loss: 0.0311975 | val_loss: 0.0312046 | Time: 2039.85 ms [2021-01-25 16:29:38 main:574] : INFO : Epoch 1891 | loss: 0.0311972 | val_loss: 0.0312053 | Time: 2040.9 ms [2021-01-25 16:29:40 main:574] : INFO : Epoch 1892 | loss: 0.0311967 | val_loss: 0.031205 | Time: 2038.27 ms [2021-01-25 16:29:42 main:574] : INFO : Epoch 1893 | loss: 0.0311975 | val_loss: 0.0312047 | Time: 2040.36 ms [2021-01-25 16:29:44 main:574] : INFO : Epoch 1894 | loss: 0.0311964 | val_loss: 0.0312064 | Time: 2044.62 ms [2021-01-25 16:29:46 main:574] : INFO : Epoch 1895 | loss: 0.0311971 | val_loss: 0.0312056 | Time: 2040.99 ms [2021-01-25 16:29:48 main:574] : INFO : Epoch 1896 | loss: 0.0311967 | val_loss: 0.0312054 | Time: 2040.86 ms [2021-01-25 16:29:50 main:574] : INFO : Epoch 1897 | loss: 0.0311966 | val_loss: 0.031205 | Time: 2041.61 ms [2021-01-25 16:29:52 main:574] : INFO : Epoch 1898 | loss: 0.0311965 | val_loss: 0.0312054 | Time: 2044.67 ms [2021-01-25 16:29:54 main:574] : INFO : Epoch 1899 | loss: 0.0311973 | val_loss: 0.0312058 | Time: 2043.58 ms [2021-01-25 16:29:56 main:574] : INFO : Epoch 1900 | loss: 0.0311967 | val_loss: 0.0312079 | Time: 2044.47 ms [2021-01-25 16:29:58 main:574] : INFO : Epoch 1901 | loss: 0.0311973 | val_loss: 0.0312046 | Time: 2042.54 ms [2021-01-25 16:30:00 main:574] : INFO : Epoch 1902 | loss: 0.0311967 | val_loss: 0.0312058 | Time: 2041.83 ms [2021-01-25 16:30:02 main:574] : INFO : Epoch 1903 | loss: 0.031198 | val_loss: 0.031206 | Time: 2040 ms [2021-01-25 16:30:04 main:574] : INFO : Epoch 1904 | loss: 0.0311972 | val_loss: 0.0312053 | Time: 2040.99 ms [2021-01-25 16:30:06 main:574] : INFO : Epoch 1905 | loss: 0.0311976 | val_loss: 0.0312056 | Time: 2045.54 ms [2021-01-25 16:30:08 main:574] : INFO : Epoch 1906 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 2042.71 ms [2021-01-25 16:30:10 main:574] : INFO : Epoch 1907 | loss: 0.031197 | val_loss: 0.0312054 | Time: 2046.16 ms [2021-01-25 16:30:12 main:574] : INFO : Epoch 1908 | loss: 0.0311972 | val_loss: 0.031206 | Time: 2041.45 ms [2021-01-25 16:30:15 main:574] : INFO : Epoch 1909 | loss: 0.0311972 | val_loss: 0.0312057 | Time: 2039.2 ms [2021-01-25 16:30:17 main:574] : INFO : Epoch 1910 | loss: 0.0311967 | val_loss: 0.0312062 | Time: 2043.76 ms [2021-01-25 16:30:19 main:574] : INFO : Epoch 1911 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 2041.92 ms [2021-01-25 16:30:21 main:574] : INFO : Epoch 1912 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 2047.54 ms [2021-01-25 16:30:23 main:574] : INFO : Epoch 1913 | loss: 0.0311982 | val_loss: 0.0312079 | Time: 2040.35 ms [2021-01-25 16:30:25 main:574] : INFO : Epoch 1914 | loss: 0.0311969 | val_loss: 0.0312048 | Time: 2040.82 ms [2021-01-25 16:30:27 main:574] : INFO : Epoch 1915 | loss: 0.0311978 | val_loss: 0.0312065 | Time: 2039.72 ms [2021-01-25 16:30:29 main:574] : INFO : Epoch 1916 | loss: 0.0311976 | val_loss: 0.0312047 | Time: 2039.21 ms [2021-01-25 16:30:31 main:574] : INFO : Epoch 1917 | loss: 0.0311963 | val_loss: 0.0312052 | Time: 2034.46 ms [2021-01-25 16:30:33 main:574] : INFO : Epoch 1918 | loss: 0.0311966 | val_loss: 0.0312051 | Time: 2041.34 ms [2021-01-25 16:30:35 main:574] : INFO : Epoch 1919 | loss: 0.0311972 | val_loss: 0.0312046 | Time: 2036.11 ms [2021-01-25 16:30:37 main:574] : INFO : Epoch 1920 | loss: 0.0311965 | val_loss: 0.031205 | Time: 2035.57 ms [2021-01-25 16:30:39 main:574] : INFO : Epoch 1921 | loss: 0.0311969 | val_loss: 0.0312059 | Time: 2039.86 ms [2021-01-25 16:30:41 main:574] : INFO : Epoch 1922 | loss: 0.0312001 | val_loss: 0.0312068 | Time: 2039.15 ms [2021-01-25 16:30:43 main:574] : INFO : Epoch 1923 | loss: 0.0311974 | val_loss: 0.0312059 | Time: 2038.66 ms [2021-01-25 16:30:45 main:574] : INFO : Epoch 1924 | loss: 0.0311969 | val_loss: 0.0312069 | Time: 2043.65 ms [2021-01-25 16:30:47 main:574] : INFO : Epoch 1925 | loss: 0.0311968 | val_loss: 0.031205 | Time: 2036.4 ms [2021-01-25 16:30:49 main:574] : INFO : Epoch 1926 | loss: 0.0311966 | val_loss: 0.0312047 | Time: 2039.51 ms [2021-01-25 16:30:51 main:574] : INFO : Epoch 1927 | loss: 0.0311972 | val_loss: 0.0312063 | Time: 2035.46 ms [2021-01-25 16:30:54 main:574] : INFO : Epoch 1928 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 2037.14 ms [2021-01-25 16:30:56 main:574] : INFO : Epoch 1929 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 2034.93 ms [2021-01-25 16:30:58 main:574] : INFO : Epoch 1930 | loss: 0.0311963 | val_loss: 0.0312062 | Time: 2038.95 ms [2021-01-25 16:31:00 main:574] : INFO : Epoch 1931 | loss: 0.0311987 | val_loss: 0.0312048 | Time: 2038.09 ms [2021-01-25 16:31:02 main:574] : INFO : Epoch 1932 | loss: 0.031198 | val_loss: 0.031205 | Time: 2039.6 ms [2021-01-25 16:31:04 main:574] : INFO : Epoch 1933 | loss: 0.0311974 | val_loss: 0.0312049 | Time: 2041.71 ms [2021-01-25 16:31:06 main:574] : INFO : Epoch 1934 | loss: 0.0311961 | val_loss: 0.0312079 | Time: 2046.26 ms [2021-01-25 16:31:08 main:574] : INFO : Epoch 1935 | loss: 0.0311978 | val_loss: 0.0312077 | Time: 2039.76 ms [2021-01-25 16:31:10 main:574] : INFO : Epoch 1936 | loss: 0.0311966 | val_loss: 0.0312052 | Time: 2041.71 ms [2021-01-25 16:31:12 main:574] : INFO : Epoch 1937 | loss: 0.0311968 | val_loss: 0.0312043 | Time: 2040.06 ms [2021-01-25 16:31:14 main:574] : INFO : Epoch 1938 | loss: 0.0311996 | val_loss: 0.0312076 | Time: 2039.05 ms [2021-01-25 16:31:16 main:574] : INFO : Epoch 1939 | loss: 0.0311975 | val_loss: 0.0312053 | Time: 2043.79 ms [2021-01-25 16:31:18 main:574] : INFO : Epoch 1940 | loss: 0.0311973 | val_loss: 0.0312069 | Time: 2044.59 ms [2021-01-25 16:31:20 main:574] : INFO : Epoch 1941 | loss: 0.0311998 | val_loss: 0.031208 | Time: 2042.09 ms [2021-01-25 16:31:22 main:574] : INFO : Epoch 1942 | loss: 0.031199 | val_loss: 0.0312121 | Time: 2039.8 ms [2021-01-25 16:31:24 main:574] : INFO : Epoch 1943 | loss: 0.0312 | val_loss: 0.0312052 | Time: 2041 ms [2021-01-25 16:31:26 main:574] : INFO : Epoch 1944 | loss: 0.0311974 | val_loss: 0.0312062 | Time: 2043.52 ms [2021-01-25 16:31:28 main:574] : INFO : Epoch 1945 | loss: 0.031198 | val_loss: 0.0312053 | Time: 2036.16 ms [2021-01-25 16:31:30 main:574] : INFO : Epoch 1946 | loss: 0.0311967 | val_loss: 0.0312047 | Time: 2043.02 ms [2021-01-25 16:31:33 main:574] : INFO : Epoch 1947 | loss: 0.0311962 | val_loss: 0.0312075 | Time: 2038.85 ms [2021-01-25 16:31:35 main:574] : INFO : Epoch 1948 | loss: 0.0311977 | val_loss: 0.0312063 | Time: 2041.78 ms [2021-01-25 16:31:37 main:574] : INFO : Epoch 1949 | loss: 0.0311986 | val_loss: 0.0312081 | Time: 2033.14 ms [2021-01-25 16:31:39 main:574] : INFO : Epoch 1950 | loss: 0.0311978 | val_loss: 0.0312068 | Time: 2042.72 ms [2021-01-25 16:31:41 main:574] : INFO : Epoch 1951 | loss: 0.0311984 | val_loss: 0.0312061 | Time: 2039.17 ms [2021-01-25 16:31:43 main:574] : INFO : Epoch 1952 | loss: 0.0311967 | val_loss: 0.0312052 | Time: 2040.87 ms [2021-01-25 16:31:45 main:574] : INFO : Epoch 1953 | loss: 0.0311966 | val_loss: 0.0312059 | Time: 2037.95 ms [2021-01-25 16:31:47 main:574] : INFO : Epoch 1954 | loss: 0.0311967 | val_loss: 0.0312049 | Time: 2040.63 ms [2021-01-25 16:31:49 main:574] : INFO : Epoch 1955 | loss: 0.0311965 | val_loss: 0.0312057 | Time: 2039.02 ms [2021-01-25 16:31:51 main:574] : INFO : Epoch 1956 | loss: 0.0311968 | val_loss: 0.0312053 | Time: 2041.11 ms [2021-01-25 16:31:53 main:574] : INFO : Epoch 1957 | loss: 0.0311963 | val_loss: 0.0312072 | Time: 2033.91 ms [2021-01-25 16:31:55 main:574] : INFO : Epoch 1958 | loss: 0.0311964 | val_loss: 0.0312061 | Time: 2039.66 ms [2021-01-25 16:31:57 main:574] : INFO : Epoch 1959 | loss: 0.031197 | val_loss: 0.0312047 | Time: 2041.92 ms [2021-01-25 16:31:59 main:574] : INFO : Epoch 1960 | loss: 0.0311985 | val_loss: 0.0312051 | Time: 2042.29 ms [2021-01-25 16:32:01 main:574] : INFO : Epoch 1961 | loss: 0.0311976 | val_loss: 0.0312055 | Time: 2038.55 ms [2021-01-25 16:32:03 main:574] : INFO : Epoch 1962 | loss: 0.0311967 | val_loss: 0.0312054 | Time: 2042.43 ms [2021-01-25 16:32:05 main:574] : INFO : Epoch 1963 | loss: 0.0311982 | val_loss: 0.031205 | Time: 2038.53 ms [2021-01-25 16:32:07 main:574] : INFO : Epoch 1964 | loss: 0.0311969 | val_loss: 0.0312052 | Time: 2039.12 ms [2021-01-25 16:32:09 main:574] : INFO : Epoch 1965 | loss: 0.0311982 | val_loss: 0.0312055 | Time: 2041.56 ms [2021-01-25 16:32:12 main:574] : INFO : Epoch 1966 | loss: 0.0311967 | val_loss: 0.0312045 | Time: 2039.71 ms [2021-01-25 16:32:14 main:574] : INFO : Epoch 1967 | loss: 0.0311969 | val_loss: 0.0312081 | Time: 2042.62 ms [2021-01-25 16:32:16 main:574] : INFO : Epoch 1968 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 2037.51 ms [2021-01-25 16:32:18 main:574] : INFO : Epoch 1969 | loss: 0.0311972 | val_loss: 0.0312083 | Time: 2040.55 ms [2021-01-25 16:32:20 main:574] : INFO : Epoch 1970 | loss: 0.0311982 | val_loss: 0.0312071 | Time: 2039.88 ms [2021-01-25 16:32:22 main:574] : INFO : Epoch 1971 | loss: 0.0311971 | val_loss: 0.0312052 | Time: 2041.05 ms [2021-01-25 16:32:24 main:574] : INFO : Epoch 1972 | loss: 0.0311967 | val_loss: 0.0312048 | Time: 2037.84 ms [2021-01-25 16:32:26 main:574] : INFO : Epoch 1973 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 2040.4 ms [2021-01-25 16:32:28 main:574] : INFO : Epoch 1974 | loss: 0.0311964 | val_loss: 0.0312055 | Time: 2038.86 ms [2021-01-25 16:32:30 main:574] : INFO : Epoch 1975 | loss: 0.0311965 | val_loss: 0.031206 | Time: 2040.86 ms [2021-01-25 16:32:32 main:574] : INFO : Epoch 1976 | loss: 0.0311963 | val_loss: 0.0312063 | Time: 2040.29 ms [2021-01-25 16:32:34 main:574] : INFO : Epoch 1977 | loss: 0.0311963 | val_loss: 0.0312062 | Time: 2037.35 ms [2021-01-25 16:32:36 main:574] : INFO : Epoch 1978 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 2036.43 ms [2021-01-25 16:32:38 main:574] : INFO : Epoch 1979 | loss: 0.0311987 | val_loss: 0.0312091 | Time: 2039.6 ms [2021-01-25 16:32:40 main:574] : INFO : Epoch 1980 | loss: 0.0311984 | val_loss: 0.0312075 | Time: 2049.79 ms [2021-01-25 16:32:42 main:574] : INFO : Epoch 1981 | loss: 0.0311972 | val_loss: 0.0312072 | Time: 2032.02 ms [2021-01-25 16:32:44 main:574] : INFO : Epoch 1982 | loss: 0.0311973 | val_loss: 0.0312063 | Time: 2042.94 ms [2021-01-25 16:32:46 main:574] : INFO : Epoch 1983 | loss: 0.0311962 | val_loss: 0.031205 | Time: 2042.15 ms [2021-01-25 16:32:48 main:574] : INFO : Epoch 1984 | loss: 0.0311967 | val_loss: 0.0312052 | Time: 2041.32 ms [2021-01-25 16:32:50 main:574] : INFO : Epoch 1985 | loss: 0.0311974 | val_loss: 0.0312094 | Time: 2032.94 ms [2021-01-25 16:32:53 main:574] : INFO : Epoch 1986 | loss: 0.0311982 | val_loss: 0.0312085 | Time: 2044.62 ms [2021-01-25 16:32:55 main:574] : INFO : Epoch 1987 | loss: 0.0311965 | val_loss: 0.0312087 | Time: 2038 ms [2021-01-25 16:32:57 main:574] : INFO : Epoch 1988 | loss: 0.0311971 | val_loss: 0.0312053 | Time: 2037.88 ms [2021-01-25 16:32:59 main:574] : INFO : Epoch 1989 | loss: 0.0311969 | val_loss: 0.0312051 | Time: 2036.53 ms [2021-01-25 16:33:01 main:574] : INFO : Epoch 1990 | loss: 0.0311957 | val_loss: 0.0312049 | Time: 2042.8 ms [2021-01-25 16:33:03 main:574] : INFO : Epoch 1991 | loss: 0.0311959 | val_loss: 0.0312052 | Time: 2041.62 ms [2021-01-25 16:33:05 main:574] : INFO : Epoch 1992 | loss: 0.0311961 | val_loss: 0.0312051 | Time: 2039.7 ms [2021-01-25 16:33:07 main:574] : INFO : Epoch 1993 | loss: 0.0311964 | val_loss: 0.0312052 | Time: 2038.46 ms [2021-01-25 16:33:09 main:574] : INFO : Epoch 1994 | loss: 0.0311961 | val_loss: 0.0312047 | Time: 2043.21 ms [2021-01-25 16:33:11 main:574] : INFO : Epoch 1995 | loss: 0.0311979 | val_loss: 0.0312099 | Time: 2039.29 ms [2021-01-25 16:33:13 main:574] : INFO : Epoch 1996 | loss: 0.0312009 | val_loss: 0.031208 | Time: 2043.14 ms [2021-01-25 16:33:15 main:574] : INFO : Epoch 1997 | loss: 0.0311978 | val_loss: 0.0312058 | Time: 2038.85 ms [2021-01-25 16:33:17 main:574] : INFO : Epoch 1998 | loss: 0.0311979 | val_loss: 0.031209 | Time: 2040.98 ms [2021-01-25 16:33:19 main:574] : INFO : Epoch 1999 | loss: 0.0311974 | val_loss: 0.0312054 | Time: 2038.96 ms [2021-01-25 16:33:21 main:574] : INFO : Epoch 2000 | loss: 0.0311964 | val_loss: 0.031205 | Time: 2035.98 ms [2021-01-25 16:33:23 main:574] : INFO : Epoch 2001 | loss: 0.0311961 | val_loss: 0.0312043 | Time: 2039.97 ms [2021-01-25 16:33:25 main:574] : INFO : Epoch 2002 | loss: 0.031197 | val_loss: 0.0312044 | Time: 2036.83 ms [2021-01-25 16:33:27 main:574] : INFO : Epoch 2003 | loss: 0.031197 | val_loss: 0.0312046 | Time: 2040.39 ms [2021-01-25 16:33:29 main:574] : INFO : Epoch 2004 | loss: 0.0311957 | val_loss: 0.0312085 | Time: 2048.1 ms [2021-01-25 16:33:32 main:574] : INFO : Epoch 2005 | loss: 0.0311976 | val_loss: 0.0312045 | Time: 2035.89 ms [2021-01-25 16:33:34 main:574] : INFO : Epoch 2006 | loss: 0.0311994 | val_loss: 0.031207 | Time: 2041.1 ms [2021-01-25 16:33:36 main:574] : INFO : Epoch 2007 | loss: 0.0311969 | val_loss: 0.0312046 | Time: 2038.75 ms [2021-01-25 16:33:38 main:574] : INFO : Epoch 2008 | loss: 0.0311968 | val_loss: 0.0312049 | Time: 2039.03 ms [2021-01-25 16:33:40 main:574] : INFO : Epoch 2009 | loss: 0.0311986 | val_loss: 0.0312049 | Time: 2038.36 ms [2021-01-25 16:33:42 main:574] : INFO : Epoch 2010 | loss: 0.0311962 | val_loss: 0.0312046 | Time: 2043.94 ms [2021-01-25 16:33:44 main:574] : INFO : Epoch 2011 | loss: 0.0311966 | val_loss: 0.0312078 | Time: 2041.26 ms [2021-01-25 16:33:46 main:574] : INFO : Epoch 2012 | loss: 0.0311964 | val_loss: 0.0312045 | Time: 2033.51 ms [2021-01-25 16:33:48 main:574] : INFO : Epoch 2013 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 2034.17 ms [2021-01-25 16:33:50 main:574] : INFO : Epoch 2014 | loss: 0.0311965 | val_loss: 0.0312052 | Time: 2039.11 ms [2021-01-25 16:33:52 main:574] : INFO : Epoch 2015 | loss: 0.0311963 | val_loss: 0.0312058 | Time: 2040.5 ms [2021-01-25 16:33:54 main:574] : INFO : Epoch 2016 | loss: 0.0311962 | val_loss: 0.031205 | Time: 2039.07 ms [2021-01-25 16:33:56 main:574] : INFO : Epoch 2017 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 2040.43 ms [2021-01-25 16:33:58 main:574] : INFO : Epoch 2018 | loss: 0.0311967 | val_loss: 0.0312102 | Time: 2034.71 ms [2021-01-25 16:34:00 main:574] : INFO : Epoch 2019 | loss: 0.0312 | val_loss: 0.0312044 | Time: 2036.86 ms [2021-01-25 16:34:02 main:574] : INFO : Epoch 2020 | loss: 0.0311968 | val_loss: 0.0312046 | Time: 2041.81 ms [2021-01-25 16:34:04 main:574] : INFO : Epoch 2021 | loss: 0.0311975 | val_loss: 0.0312048 | Time: 2035.83 ms [2021-01-25 16:34:06 main:574] : INFO : Epoch 2022 | loss: 0.0311972 | val_loss: 0.0312084 | Time: 2048.02 ms [2021-01-25 16:34:08 main:574] : INFO : Epoch 2023 | loss: 0.0311993 | val_loss: 0.0312047 | Time: 2038.51 ms [2021-01-25 16:34:10 main:574] : INFO : Epoch 2024 | loss: 0.0311975 | val_loss: 0.0312102 | Time: 2041.14 ms [2021-01-25 16:34:13 main:574] : INFO : Epoch 2025 | loss: 0.031198 | val_loss: 0.031208 | Time: 2039.15 ms [2021-01-25 16:34:15 main:574] : INFO : Epoch 2026 | loss: 0.0311974 | val_loss: 0.0312061 | Time: 2042.24 ms [2021-01-25 16:34:17 main:574] : INFO : Epoch 2027 | loss: 0.0311964 | val_loss: 0.0312046 | Time: 2038.48 ms [2021-01-25 16:34:19 main:574] : INFO : Epoch 2028 | loss: 0.031196 | val_loss: 0.0312049 | Time: 2044.44 ms [2021-01-25 16:34:21 main:574] : INFO : Epoch 2029 | loss: 0.0311966 | val_loss: 0.0312045 | Time: 2033.88 ms [2021-01-25 16:34:23 main:574] : INFO : Epoch 2030 | loss: 0.0311958 | val_loss: 0.0312044 | Time: 2034.86 ms [2021-01-25 16:34:25 main:574] : INFO : Epoch 2031 | loss: 0.0311958 | val_loss: 0.0312053 | Time: 2038.95 ms [2021-01-25 16:34:27 main:574] : INFO : Epoch 2032 | loss: 0.031197 | val_loss: 0.031205 | Time: 2042.38 ms [2021-01-25 16:34:29 main:574] : INFO : Epoch 2033 | loss: 0.0311996 | val_loss: 0.0312055 | Time: 2037.35 ms [2021-01-25 16:34:31 main:574] : INFO : Epoch 2034 | loss: 0.0311974 | val_loss: 0.0312061 | Time: 2037.85 ms [2021-01-25 16:34:33 main:574] : INFO : Epoch 2035 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 2035.36 ms [2021-01-25 16:34:35 main:574] : INFO : Epoch 2036 | loss: 0.0311971 | val_loss: 0.0312063 | Time: 2039.78 ms [2021-01-25 16:34:37 main:574] : INFO : Epoch 2037 | loss: 0.0311968 | val_loss: 0.0312045 | Time: 2032.51 ms [2021-01-25 16:34:39 main:574] : INFO : Epoch 2038 | loss: 0.0311972 | val_loss: 0.0312048 | Time: 2042.9 ms [2021-01-25 16:34:41 main:574] : INFO : Epoch 2039 | loss: 0.0311975 | val_loss: 0.0312065 | Time: 2035.74 ms [2021-01-25 16:34:43 main:574] : INFO : Epoch 2040 | loss: 0.0311981 | val_loss: 0.0312052 | Time: 2040.23 ms [2021-01-25 16:34:45 main:574] : INFO : Epoch 2041 | loss: 0.0311961 | val_loss: 0.031207 | Time: 2038.36 ms [2021-01-25 16:34:47 main:574] : INFO : Epoch 2042 | loss: 0.0311973 | val_loss: 0.031206 | Time: 2044.76 ms [2021-01-25 16:34:49 main:574] : INFO : Epoch 2043 | loss: 0.0311972 | val_loss: 0.0312044 | Time: 2036.61 ms [2021-01-25 16:34:51 main:574] : INFO : Epoch 2044 | loss: 0.0311966 | val_loss: 0.031205 | Time: 2040.85 ms [2021-01-25 16:34:54 main:574] : INFO : Epoch 2045 | loss: 0.0311979 | val_loss: 0.0312102 | Time: 2036.7 ms [2021-01-25 16:34:56 main:574] : INFO : Epoch 2046 | loss: 0.0311974 | val_loss: 0.0312051 | Time: 2040.76 ms [2021-01-25 16:34:58 main:574] : INFO : Epoch 2047 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 2037.06 ms [2021-01-25 16:35:00 main:574] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0312044 | Time: 2042.41 ms [2021-01-25 16:35:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312044 [2021-01-25 16:35:00 main:603] : INFO : Saving end state to config to file [2021-01-25 16:35:00 main:608] : INFO : Success, exiting.. 16:35:00 (2768): 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)