Task 3457425
| Name | ParityModified-1608176530-21668-3_0 |
| Workunit | 1695802 |
| Created | 29 Dec 2020, 12:07:31 UTC |
| Sent | 31 Dec 2020, 10:02:29 UTC |
| Report deadline | 7 Jan 2021, 10:02:29 UTC |
| Received | 31 Dec 2020, 12:42:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 2 hours 36 min 11 sec |
| CPU time | 2 hours 34 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 56.63 ms [2020-12-31 13:00:21 main:574] : INFO : Epoch 1542 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 4565.97 ms [2020-12-31 13:00:26 main:574] : INFO : Epoch 1543 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 4552.33 ms [2020-12-31 13:00:30 main:574] : INFO : Epoch 1544 | loss: 0.0311998 | val_loss: 0.0311998 | Time: 4554.98 ms [2020-12-31 13:00:35 main:574] : INFO : Epoch 1545 | loss: 0.0312026 | val_loss: 0.0312023 | Time: 4558.19 ms [2020-12-31 13:00:39 main:574] : INFO : Epoch 1546 | loss: 0.0312014 | val_loss: 0.0311996 | Time: 4556.18 ms [2020-12-31 13:00:44 main:574] : INFO : Epoch 1547 | loss: 0.0311995 | val_loss: 0.0311997 | Time: 4549.68 ms [2020-12-31 13:00:48 main:574] : INFO : Epoch 1548 | loss: 0.0311991 | val_loss: 0.0311995 | Time: 4569.01 ms [2020-12-31 13:00:53 main:574] : INFO : Epoch 1549 | loss: 0.0312 | val_loss: 0.031202 | Time: 4564.94 ms [2020-12-31 13:00:58 main:574] : INFO : Epoch 1550 | loss: 0.0312001 | val_loss: 0.0312027 | Time: 4549.82 ms [2020-12-31 13:01:02 main:574] : INFO : Epoch 1551 | loss: 0.0312014 | val_loss: 0.0312006 | Time: 4556.18 ms [2020-12-31 13:01:07 main:574] : INFO : Epoch 1552 | loss: 0.0312006 | val_loss: 0.0312001 | Time: 4553.15 ms [2020-12-31 13:01:11 main:574] : INFO : Epoch 1553 | loss: 0.0311999 | val_loss: 0.0311998 | Time: 4556.02 ms [2020-12-31 13:01:16 main:574] : INFO : Epoch 1554 | loss: 0.0311993 | val_loss: 0.0311995 | Time: 4555.35 ms [2020-12-31 13:01:21 main:574] : INFO : Epoch 1555 | loss: 0.0311993 | val_loss: 0.0311994 | Time: 4561 ms [2020-12-31 13:01:25 main:574] : INFO : Epoch 1556 | loss: 0.0312011 | val_loss: 0.031204 | Time: 4562.53 ms [2020-12-31 13:01:30 main:574] : INFO : Epoch 1557 | loss: 0.0312022 | val_loss: 0.0312005 | Time: 4552.21 ms [2020-12-31 13:01:34 main:574] : INFO : Epoch 1558 | loss: 0.0311992 | val_loss: 0.0312027 | Time: 4563.38 ms [2020-12-31 13:01:39 main:574] : INFO : Epoch 1559 | loss: 0.0311991 | val_loss: 0.0312001 | Time: 4546 ms [2020-12-31 13:01:43 main:574] : INFO : Epoch 1560 | loss: 0.0311993 | val_loss: 0.0311998 | Time: 4558.65 ms [2020-12-31 13:01:48 main:574] : INFO : Epoch 1561 | loss: 0.0312 | val_loss: 0.0311995 | Time: 4563.41 ms [2020-12-31 13:01:53 main:574] : INFO : Epoch 1562 | loss: 0.0311993 | val_loss: 0.0312003 | Time: 4569.91 ms [2020-12-31 13:01:57 main:574] : INFO : Epoch 1563 | loss: 0.0311983 | val_loss: 0.0311997 | Time: 4562.03 ms [2020-12-31 13:02:02 main:574] : INFO : Epoch 1564 | loss: 0.0312043 | val_loss: 0.0312106 | Time: 4555.35 ms [2020-12-31 13:02:06 main:574] : INFO : Epoch 1565 | loss: 0.0312043 | val_loss: 0.0312057 | Time: 4546.09 ms [2020-12-31 13:02:11 main:574] : INFO : Epoch 1566 | loss: 0.0311997 | val_loss: 0.0311993 | Time: 4556.03 ms [2020-12-31 13:02:15 main:574] : INFO : Epoch 1567 | loss: 0.0311983 | val_loss: 0.0312003 | Time: 4566.49 ms [2020-12-31 13:02:20 main:574] : INFO : Epoch 1568 | loss: 0.0311986 | val_loss: 0.0311989 | Time: 4570.07 ms [2020-12-31 13:02:25 main:574] : INFO : Epoch 1569 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 4560.14 ms [2020-12-31 13:02:29 main:574] : INFO : Epoch 1570 | loss: 0.0312014 | val_loss: 0.0312002 | Time: 4549.63 ms [2020-12-31 13:02:34 main:574] : INFO : Epoch 1571 | loss: 0.0312011 | val_loss: 0.0312043 | Time: 4560.09 ms [2020-12-31 13:02:38 main:574] : INFO : Epoch 1572 | loss: 0.0312 | val_loss: 0.0312015 | Time: 4556.03 ms [2020-12-31 13:02:43 main:574] : INFO : Epoch 1573 | loss: 0.0311999 | val_loss: 0.0312028 | Time: 4556.83 ms [2020-12-31 13:02:47 main:574] : INFO : Epoch 1574 | loss: 0.0312011 | val_loss: 0.0312007 | Time: 4558.41 ms [2020-12-31 13:02:52 main:574] : INFO : Epoch 1575 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 4566.92 ms [2020-12-31 13:02:57 main:574] : INFO : Epoch 1576 | loss: 0.0311995 | val_loss: 0.031202 | Time: 4567.22 ms [2020-12-31 13:03:01 main:574] : INFO : Epoch 1577 | loss: 0.0312002 | val_loss: 0.0312108 | Time: 4557.88 ms [2020-12-31 13:03:06 main:574] : INFO : Epoch 1578 | loss: 0.0312053 | val_loss: 0.0312085 | Time: 4543.73 ms [2020-12-31 13:03:10 main:574] : INFO : Epoch 1579 | loss: 0.0312017 | val_loss: 0.0312033 | Time: 4551.68 ms [2020-12-31 13:03:15 main:574] : INFO : Epoch 1580 | loss: 0.0311994 | val_loss: 0.0312003 | Time: 4558.44 ms [2020-12-31 13:03:19 main:574] : INFO : Epoch 1581 | loss: 0.0311978 | val_loss: 0.0311999 | Time: 4543.3 ms [2020-12-31 13:03:24 main:574] : INFO : Epoch 1582 | loss: 0.0311975 | val_loss: 0.0311994 | Time: 4556.94 ms [2020-12-31 13:03:29 main:574] : INFO : Epoch 1583 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 4553.41 ms [2020-12-31 13:03:33 main:574] : INFO : Epoch 1584 | loss: 0.0311967 | val_loss: 0.0312037 | Time: 4571.45 ms [2020-12-31 13:03:38 main:574] : INFO : Epoch 1585 | loss: 0.0311952 | val_loss: 0.0311988 | Time: 4551.71 ms [2020-12-31 13:03:42 main:574] : INFO : Epoch 1586 | loss: 0.0311937 | val_loss: 0.0311985 | Time: 4562.12 ms [2020-12-31 13:03:47 main:574] : INFO : Epoch 1587 | loss: 0.0312009 | val_loss: 0.0312039 | Time: 4565.63 ms [2020-12-31 13:03:51 main:574] : INFO : Epoch 1588 | loss: 0.0312034 | val_loss: 0.0312026 | Time: 4554.74 ms [2020-12-31 13:03:56 main:574] : INFO : Epoch 1589 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 4562.21 ms [2020-12-31 13:04:01 main:574] : INFO : Epoch 1590 | loss: 0.0312024 | val_loss: 0.0312012 | Time: 4566.74 ms [2020-12-31 13:04:05 main:574] : INFO : Epoch 1591 | loss: 0.0312019 | val_loss: 0.0312013 | Time: 4556.82 ms [2020-12-31 13:04:10 main:574] : INFO : Epoch 1592 | loss: 0.031202 | val_loss: 0.0312057 | Time: 4559.43 ms [2020-12-31 13:04:14 main:574] : INFO : Epoch 1593 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 4562.99 ms [2020-12-31 13:04:19 main:574] : INFO : Epoch 1594 | loss: 0.0312059 | val_loss: 0.0312024 | Time: 4561.65 ms [2020-12-31 13:04:23 main:574] : INFO : Epoch 1595 | loss: 0.0312019 | val_loss: 0.031201 | Time: 4558.24 ms [2020-12-31 13:04:28 main:574] : INFO : Epoch 1596 | loss: 0.0312011 | val_loss: 0.0312014 | Time: 4549.25 ms [2020-12-31 13:04:33 main:574] : INFO : Epoch 1597 | loss: 0.0311996 | val_loss: 0.0312006 | Time: 4562.81 ms [2020-12-31 13:04:37 main:574] : INFO : Epoch 1598 | loss: 0.0312022 | val_loss: 0.0311998 | Time: 4562.4 ms [2020-12-31 13:04:42 main:574] : INFO : Epoch 1599 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 4551.54 ms [2020-12-31 13:04:46 main:574] : INFO : Epoch 1600 | loss: 0.0312026 | val_loss: 0.0312026 | Time: 4554.07 ms [2020-12-31 13:04:51 main:574] : INFO : Epoch 1601 | loss: 0.0311998 | val_loss: 0.0312008 | Time: 4567.92 ms [2020-12-31 13:04:55 main:574] : INFO : Epoch 1602 | loss: 0.0311974 | val_loss: 0.031199 | Time: 4546.66 ms [2020-12-31 13:05:00 main:574] : INFO : Epoch 1603 | loss: 0.0311986 | val_loss: 0.0311996 | Time: 4554.94 ms [2020-12-31 13:05:05 main:574] : INFO : Epoch 1604 | loss: 0.0311995 | val_loss: 0.0311985 | Time: 4560.91 ms [2020-12-31 13:05:09 main:574] : INFO : Epoch 1605 | loss: 0.0311974 | val_loss: 0.0312027 | Time: 4581.22 ms [2020-12-31 13:05:14 main:574] : INFO : Epoch 1606 | loss: 0.031198 | val_loss: 0.0312028 | Time: 4540.64 ms [2020-12-31 13:05:18 main:574] : INFO : Epoch 1607 | loss: 0.031198 | val_loss: 0.0312002 | Time: 4555.8 ms [2020-12-31 13:05:23 main:574] : INFO : Epoch 1608 | loss: 0.0311983 | val_loss: 0.0312063 | Time: 4556.2 ms [2020-12-31 13:05:27 main:574] : INFO : Epoch 1609 | loss: 0.0311999 | val_loss: 0.0311993 | Time: 4564.67 ms [2020-12-31 13:05:32 main:574] : INFO : Epoch 1610 | loss: 0.0311972 | val_loss: 0.0311977 | Time: 4546.86 ms [2020-12-31 13:05:37 main:574] : INFO : Epoch 1611 | loss: 0.0311976 | val_loss: 0.0312014 | Time: 4565.29 ms [2020-12-31 13:05:41 main:574] : INFO : Epoch 1612 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 4570.53 ms [2020-12-31 13:05:46 main:574] : INFO : Epoch 1613 | loss: 0.0311979 | val_loss: 0.0312 | Time: 4558.64 ms [2020-12-31 13:05:50 main:574] : INFO : Epoch 1614 | loss: 0.0311999 | val_loss: 0.0312007 | Time: 4556.58 ms [2020-12-31 13:05:55 main:574] : INFO : Epoch 1615 | loss: 0.0311984 | val_loss: 0.0312001 | Time: 4544.23 ms [2020-12-31 13:05:59 main:574] : INFO : Epoch 1616 | loss: 0.0312001 | val_loss: 0.0312041 | Time: 4560.76 ms [2020-12-31 13:06:04 main:574] : INFO : Epoch 1617 | loss: 0.0312086 | val_loss: 0.0312101 | Time: 4557.88 ms [2020-12-31 13:06:09 main:574] : INFO : Epoch 1618 | loss: 0.0312101 | val_loss: 0.0312076 | Time: 4564.45 ms [2020-12-31 13:06:13 main:574] : INFO : Epoch 1619 | loss: 0.0312071 | val_loss: 0.0312072 | Time: 4570.24 ms [2020-12-31 13:06:18 main:574] : INFO : Epoch 1620 | loss: 0.0312074 | val_loss: 0.0312069 | Time: 4554.3 ms [2020-12-31 13:06:22 main:574] : INFO : Epoch 1621 | loss: 0.0312061 | val_loss: 0.0312076 | Time: 4552.35 ms [2020-12-31 13:06:27 main:574] : INFO : Epoch 1622 | loss: 0.0312058 | val_loss: 0.0312043 | Time: 4557.06 ms [2020-12-31 13:06:32 main:574] : INFO : Epoch 1623 | loss: 0.0312071 | val_loss: 0.0312061 | Time: 4555.88 ms [2020-12-31 13:06:36 main:574] : INFO : Epoch 1624 | loss: 0.0312045 | val_loss: 0.0312042 | Time: 4563.75 ms [2020-12-31 13:06:41 main:574] : INFO : Epoch 1625 | loss: 0.0312047 | val_loss: 0.0312055 | Time: 4569.43 ms [2020-12-31 13:06:45 main:574] : INFO : Epoch 1626 | loss: 0.0312038 | val_loss: 0.031205 | Time: 4563.6 ms [2020-12-31 13:06:50 main:574] : INFO : Epoch 1627 | loss: 0.0312032 | val_loss: 0.0312054 | Time: 4555.34 ms [2020-12-31 13:06:54 main:574] : INFO : Epoch 1628 | loss: 0.0312033 | val_loss: 0.0312046 | Time: 4545.69 ms [2020-12-31 13:06:59 main:574] : INFO : Epoch 1629 | loss: 0.0312032 | val_loss: 0.0312036 | Time: 4566.9 ms [2020-12-31 13:07:04 main:574] : INFO : Epoch 1630 | loss: 0.0312024 | val_loss: 0.031204 | Time: 4573.34 ms [2020-12-31 13:07:08 main:574] : INFO : Epoch 1631 | loss: 0.0312017 | val_loss: 0.0312034 | Time: 4559.12 ms [2020-12-31 13:07:13 main:574] : INFO : Epoch 1632 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 4550.65 ms [2020-12-31 13:07:17 main:574] : INFO : Epoch 1633 | loss: 0.0312018 | val_loss: 0.0312041 | Time: 4562.88 ms [2020-12-31 13:07:22 main:574] : INFO : Epoch 1634 | loss: 0.0312013 | val_loss: 0.031203 | Time: 4545.85 ms [2020-12-31 13:07:26 main:574] : INFO : Epoch 1635 | loss: 0.0312015 | val_loss: 0.0312043 | Time: 4560.59 ms [2020-12-31 13:07:31 main:574] : INFO : Epoch 1636 | loss: 0.0312007 | val_loss: 0.031203 | Time: 4562.7 ms [2020-12-31 13:07:36 main:574] : INFO : Epoch 1637 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 4559.96 ms [2020-12-31 13:07:40 main:574] : INFO : Epoch 1638 | loss: 0.0312014 | val_loss: 0.0312027 | Time: 4564.58 ms [2020-12-31 13:07:45 main:574] : INFO : Epoch 1639 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 4547.21 ms [2020-12-31 13:07:49 main:574] : INFO : Epoch 1640 | loss: 0.0312 | val_loss: 0.0312086 | Time: 4554.1 ms [2020-12-31 13:07:54 main:574] : INFO : Epoch 1641 | loss: 0.0312008 | val_loss: 0.0312018 | Time: 4558.13 ms [2020-12-31 13:07:58 main:574] : INFO : Epoch 1642 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 4555.44 ms [2020-12-31 13:08:03 main:574] : INFO : Epoch 1643 | loss: 0.0312006 | val_loss: 0.0312026 | Time: 4567.01 ms [2020-12-31 13:08:08 main:574] : INFO : Epoch 1644 | loss: 0.0312004 | val_loss: 0.031205 | Time: 4551.75 ms [2020-12-31 13:08:12 main:574] : INFO : Epoch 1645 | loss: 0.0311984 | val_loss: 0.0312031 | Time: 4558.64 ms [2020-12-31 13:08:17 main:574] : INFO : Epoch 1646 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 4561.75 ms [2020-12-31 13:08:21 main:574] : INFO : Epoch 1647 | loss: 0.031199 | val_loss: 0.0312019 | Time: 4562.78 ms [2020-12-31 13:08:26 main:574] : INFO : Epoch 1648 | loss: 0.0311983 | val_loss: 0.0312014 | Time: 4559.65 ms [2020-12-31 13:08:30 main:574] : INFO : Epoch 1649 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 4547.44 ms [2020-12-31 13:08:35 main:574] : INFO : Epoch 1650 | loss: 0.0311992 | val_loss: 0.031203 | Time: 4576.98 ms [2020-12-31 13:08:40 main:574] : INFO : Epoch 1651 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 4545.96 ms [2020-12-31 13:08:44 main:574] : INFO : Epoch 1652 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 4558.02 ms [2020-12-31 13:08:49 main:574] : INFO : Epoch 1653 | loss: 0.0311975 | val_loss: 0.0312022 | Time: 4566.56 ms [2020-12-31 13:08:53 main:574] : INFO : Epoch 1654 | loss: 0.0312006 | val_loss: 0.031203 | Time: 4571.25 ms [2020-12-31 13:08:58 main:574] : INFO : Epoch 1655 | loss: 0.031201 | val_loss: 0.0312018 | Time: 4550.76 ms [2020-12-31 13:09:02 main:574] : INFO : Epoch 1656 | loss: 0.0312002 | val_loss: 0.0312027 | Time: 4569.18 ms [2020-12-31 13:09:07 main:574] : INFO : Epoch 1657 | loss: 0.0311996 | val_loss: 0.0312026 | Time: 4551.38 ms [2020-12-31 13:09:12 main:574] : INFO : Epoch 1658 | loss: 0.0311986 | val_loss: 0.0312039 | Time: 4550.78 ms [2020-12-31 13:09:16 main:574] : INFO : Epoch 1659 | loss: 0.0311992 | val_loss: 0.0312058 | Time: 4554.24 ms [2020-12-31 13:09:21 main:574] : INFO : Epoch 1660 | loss: 0.0311993 | val_loss: 0.0312043 | Time: 4566.39 ms [2020-12-31 13:09:25 main:574] : INFO : Epoch 1661 | loss: 0.0311979 | val_loss: 0.0312027 | Time: 4566.58 ms [2020-12-31 13:09:30 main:574] : INFO : Epoch 1662 | loss: 0.0311998 | val_loss: 0.0312029 | Time: 4550.16 ms [2020-12-31 13:09:34 main:574] : INFO : Epoch 1663 | loss: 0.0311973 | val_loss: 0.0312022 | Time: 4556.7 ms [2020-12-31 13:09:39 main:574] : INFO : Epoch 1664 | loss: 0.0311973 | val_loss: 0.0312029 | Time: 4563.57 ms [2020-12-31 13:09:44 main:574] : INFO : Epoch 1665 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 4561.16 ms [2020-12-31 13:09:48 main:574] : INFO : Epoch 1666 | loss: 0.0311975 | val_loss: 0.0312029 | Time: 4551.75 ms [2020-12-31 13:09:53 main:574] : INFO : Epoch 1667 | loss: 0.0311988 | val_loss: 0.0312085 | Time: 4559.95 ms [2020-12-31 13:09:57 main:574] : INFO : Epoch 1668 | loss: 0.0311983 | val_loss: 0.0312028 | Time: 4555.33 ms [2020-12-31 13:10:02 main:574] : INFO : Epoch 1669 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 4543.85 ms [2020-12-31 13:10:06 main:574] : INFO : Epoch 1670 | loss: 0.0311971 | val_loss: 0.0312073 | Time: 4551.06 ms [2020-12-31 13:10:11 main:574] : INFO : Epoch 1671 | loss: 0.0311969 | val_loss: 0.0312048 | Time: 4551.56 ms [2020-12-31 13:10:16 main:574] : INFO : Epoch 1672 | loss: 0.0311971 | val_loss: 0.0312032 | Time: 4566.25 ms [2020-12-31 13:10:20 main:574] : INFO : Epoch 1673 | loss: 0.0311971 | val_loss: 0.0312033 | Time: 4562.22 ms [2020-12-31 13:10:25 main:574] : INFO : Epoch 1674 | loss: 0.0311967 | val_loss: 0.0312071 | Time: 4564.7 ms [2020-12-31 13:10:29 main:574] : INFO : Epoch 1675 | loss: 0.0311978 | val_loss: 0.0312018 | Time: 4555.77 ms [2020-12-31 13:10:34 main:574] : INFO : Epoch 1676 | loss: 0.0311963 | val_loss: 0.0312035 | Time: 4539 ms [2020-12-31 13:10:38 main:574] : INFO : Epoch 1677 | loss: 0.0311968 | val_loss: 0.0312037 | Time: 4555.5 ms [2020-12-31 13:10:43 main:574] : INFO : Epoch 1678 | loss: 0.0311993 | val_loss: 0.0312058 | Time: 4561.25 ms [2020-12-31 13:10:48 main:574] : INFO : Epoch 1679 | loss: 0.0311967 | val_loss: 0.0312024 | Time: 4553.13 ms [2020-12-31 13:10:52 main:574] : INFO : Epoch 1680 | loss: 0.0311972 | val_loss: 0.0312015 | Time: 4558.8 ms [2020-12-31 13:10:57 main:574] : INFO : Epoch 1681 | loss: 0.0311974 | val_loss: 0.0312037 | Time: 4550.42 ms [2020-12-31 13:11:01 main:574] : INFO : Epoch 1682 | loss: 0.0311973 | val_loss: 0.0312016 | Time: 4563 ms [2020-12-31 13:11:06 main:574] : INFO : Epoch 1683 | loss: 0.0311964 | val_loss: 0.0312014 | Time: 4559.77 ms [2020-12-31 13:11:10 main:574] : INFO : Epoch 1684 | loss: 0.031197 | val_loss: 0.0312016 | Time: 4555.02 ms [2020-12-31 13:11:15 main:574] : INFO : Epoch 1685 | loss: 0.0312 | val_loss: 0.0312048 | Time: 4565.81 ms [2020-12-31 13:11:20 main:574] : INFO : Epoch 1686 | loss: 0.0312024 | val_loss: 0.0312059 | Time: 4564.76 ms [2020-12-31 13:11:24 main:574] : INFO : Epoch 1687 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 4544.5 ms [2020-12-31 13:11:29 main:574] : INFO : Epoch 1688 | loss: 0.0311989 | val_loss: 0.0312023 | Time: 4553.98 ms [2020-12-31 13:11:33 main:574] : INFO : Epoch 1689 | loss: 0.0311978 | val_loss: 0.031205 | Time: 4555.8 ms [2020-12-31 13:11:38 main:574] : INFO : Epoch 1690 | loss: 0.0311985 | val_loss: 0.0312021 | Time: 4543.29 ms [2020-12-31 13:11:42 main:574] : INFO : Epoch 1691 | loss: 0.0311978 | val_loss: 0.0312016 | Time: 4553.36 ms [2020-12-31 13:11:47 main:574] : INFO : Epoch 1692 | loss: 0.031197 | val_loss: 0.031202 | Time: 4558.49 ms [2020-12-31 13:11:52 main:574] : INFO : Epoch 1693 | loss: 0.0311955 | val_loss: 0.0312008 | Time: 4564.45 ms [2020-12-31 13:11:56 main:574] : INFO : Epoch 1694 | loss: 0.0311961 | val_loss: 0.0312034 | Time: 4542.12 ms [2020-12-31 13:12:01 main:574] : INFO : Epoch 1695 | loss: 0.0311959 | val_loss: 0.0312027 | Time: 4554.76 ms [2020-12-31 13:12:05 main:574] : INFO : Epoch 1696 | loss: 0.0311953 | val_loss: 0.0312008 | Time: 4559.97 ms [2020-12-31 13:12:10 main:574] : INFO : Epoch 1697 | loss: 0.0311953 | val_loss: 0.0312 | Time: 4562.64 ms [2020-12-31 13:12:14 main:574] : INFO : Epoch 1698 | loss: 0.0311947 | val_loss: 0.0312014 | Time: 4567.93 ms [2020-12-31 13:12:19 main:574] : INFO : Epoch 1699 | loss: 0.0311965 | val_loss: 0.0312055 | Time: 4557.61 ms [2020-12-31 13:12:24 main:574] : INFO : Epoch 1700 | loss: 0.0311967 | val_loss: 0.0312003 | Time: 4559.02 ms [2020-12-31 13:12:28 main:574] : INFO : Epoch 1701 | loss: 0.031196 | val_loss: 0.0312005 | Time: 4560.97 ms [2020-12-31 13:12:33 main:574] : INFO : Epoch 1702 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 4563.37 ms [2020-12-31 13:12:37 main:574] : INFO : Epoch 1703 | loss: 0.0311937 | val_loss: 0.0311995 | Time: 4555.12 ms [2020-12-31 13:12:42 main:574] : INFO : Epoch 1704 | loss: 0.0311944 | val_loss: 0.0312002 | Time: 4555.6 ms [2020-12-31 13:12:46 main:574] : INFO : Epoch 1705 | loss: 0.0311942 | val_loss: 0.0311988 | Time: 4553 ms [2020-12-31 13:12:51 main:574] : INFO : Epoch 1706 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 4548.54 ms [2020-12-31 13:12:56 main:574] : INFO : Epoch 1707 | loss: 0.0311975 | val_loss: 0.0312008 | Time: 4560.49 ms [2020-12-31 13:13:00 main:574] : INFO : Epoch 1708 | loss: 0.0311957 | val_loss: 0.0312 | Time: 4551.45 ms [2020-12-31 13:13:05 main:574] : INFO : Epoch 1709 | loss: 0.0311945 | val_loss: 0.0312002 | Time: 4562.34 ms [2020-12-31 13:13:09 main:574] : INFO : Epoch 1710 | loss: 0.0311937 | val_loss: 0.0312001 | Time: 4570.1 ms [2020-12-31 13:13:14 main:574] : INFO : Epoch 1711 | loss: 0.031193 | val_loss: 0.0312 | Time: 4558.77 ms [2020-12-31 13:13:19 main:574] : INFO : Epoch 1712 | loss: 0.0311933 | val_loss: 0.0312002 | Time: 4566.43 ms [2020-12-31 13:13:23 main:574] : INFO : Epoch 1713 | loss: 0.0311934 | val_loss: 0.0312017 | Time: 4539.07 ms [2020-12-31 13:13:28 main:574] : INFO : Epoch 1714 | loss: 0.031194 | val_loss: 0.0312006 | Time: 4552.04 ms [2020-12-31 13:13:32 main:574] : INFO : Epoch 1715 | loss: 0.0311933 | val_loss: 0.0312002 | Time: 4564.71 ms [2020-12-31 13:13:37 main:574] : INFO : Epoch 1716 | loss: 0.0311944 | val_loss: 0.0312023 | Time: 4565.76 ms [2020-12-31 13:13:41 main:574] : INFO : Epoch 1717 | loss: 0.0311949 | val_loss: 0.0312012 | Time: 4558.77 ms [2020-12-31 13:13:46 main:574] : INFO : Epoch 1718 | loss: 0.0311931 | val_loss: 0.0312005 | Time: 4550.33 ms [2020-12-31 13:13:51 main:574] : INFO : Epoch 1719 | loss: 0.0311933 | val_loss: 0.031207 | Time: 4560.43 ms [2020-12-31 13:13:55 main:574] : INFO : Epoch 1720 | loss: 0.0311939 | val_loss: 0.0312003 | Time: 4565.49 ms [2020-12-31 13:14:00 main:574] : INFO : Epoch 1721 | loss: 0.0311946 | val_loss: 0.031201 | Time: 4560.68 ms [2020-12-31 13:14:04 main:574] : INFO : Epoch 1722 | loss: 0.0311937 | val_loss: 0.0311995 | Time: 4563.13 ms [2020-12-31 13:14:09 main:574] : INFO : Epoch 1723 | loss: 0.0311925 | val_loss: 0.0312001 | Time: 4557.64 ms [2020-12-31 13:14:13 main:574] : INFO : Epoch 1724 | loss: 0.0311921 | val_loss: 0.031201 | Time: 4544.38 ms [2020-12-31 13:14:18 main:574] : INFO : Epoch 1725 | loss: 0.0311922 | val_loss: 0.0312001 | Time: 4545.92 ms [2020-12-31 13:14:23 main:574] : INFO : Epoch 1726 | loss: 0.0311928 | val_loss: 0.0312018 | Time: 4571.46 ms [2020-12-31 13:14:27 main:574] : INFO : Epoch 1727 | loss: 0.0311952 | val_loss: 0.031205 | Time: 4554.07 ms [2020-12-31 13:14:32 main:574] : INFO : Epoch 1728 | loss: 0.0311938 | val_loss: 0.0312017 | Time: 4552.1 ms [2020-12-31 13:14:36 main:574] : INFO : Epoch 1729 | loss: 0.0311962 | val_loss: 0.0312005 | Time: 4553.89 ms [2020-12-31 13:14:41 main:574] : INFO : Epoch 1730 | loss: 0.0311951 | val_loss: 0.0312007 | Time: 4567.4 ms [2020-12-31 13:14:45 main:574] : INFO : Epoch 1731 | loss: 0.0311946 | val_loss: 0.031201 | Time: 4563.79 ms [2020-12-31 13:14:50 main:574] : INFO : Epoch 1732 | loss: 0.0311921 | val_loss: 0.0312006 | Time: 4554.87 ms [2020-12-31 13:14:55 main:574] : INFO : Epoch 1733 | loss: 0.0311923 | val_loss: 0.0312038 | Time: 4565.6 ms [2020-12-31 13:14:59 main:574] : INFO : Epoch 1734 | loss: 0.0311937 | val_loss: 0.0312022 | Time: 4559.31 ms [2020-12-31 13:15:04 main:574] : INFO : Epoch 1735 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 4555.65 ms [2020-12-31 13:15:08 main:574] : INFO : Epoch 1736 | loss: 0.0311921 | val_loss: 0.0312011 | Time: 4558.68 ms [2020-12-31 13:15:13 main:574] : INFO : Epoch 1737 | loss: 0.0311922 | val_loss: 0.0311996 | Time: 4569.93 ms [2020-12-31 13:15:17 main:574] : INFO : Epoch 1738 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 4558.99 ms [2020-12-31 13:15:22 main:574] : INFO : Epoch 1739 | loss: 0.0312002 | val_loss: 0.0312018 | Time: 4556.8 ms [2020-12-31 13:15:27 main:574] : INFO : Epoch 1740 | loss: 0.0311992 | val_loss: 0.0312013 | Time: 4546.5 ms [2020-12-31 13:15:31 main:574] : INFO : Epoch 1741 | loss: 0.0311979 | val_loss: 0.0312002 | Time: 4559.55 ms [2020-12-31 13:15:36 main:574] : INFO : Epoch 1742 | loss: 0.031197 | val_loss: 0.031201 | Time: 4544.57 ms [2020-12-31 13:15:40 main:574] : INFO : Epoch 1743 | loss: 0.0311969 | val_loss: 0.0312043 | Time: 4563.85 ms [2020-12-31 13:15:45 main:574] : INFO : Epoch 1744 | loss: 0.0311965 | val_loss: 0.031199 | Time: 4542.59 ms [2020-12-31 13:15:49 main:574] : INFO : Epoch 1745 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 4536.95 ms [2020-12-31 13:15:54 main:574] : INFO : Epoch 1746 | loss: 0.0311968 | val_loss: 0.0312017 | Time: 4552.73 ms [2020-12-31 13:15:58 main:574] : INFO : Epoch 1747 | loss: 0.031196 | val_loss: 0.0311993 | Time: 4552.4 ms [2020-12-31 13:16:03 main:574] : INFO : Epoch 1748 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 4560 ms [2020-12-31 13:16:08 main:574] : INFO : Epoch 1749 | loss: 0.0311967 | val_loss: 0.0311995 | Time: 4559.66 ms [2020-12-31 13:16:12 main:574] : INFO : Epoch 1750 | loss: 0.0311946 | val_loss: 0.0311992 | Time: 4549.59 ms [2020-12-31 13:16:17 main:574] : INFO : Epoch 1751 | loss: 0.0311945 | val_loss: 0.0312011 | Time: 4561.65 ms [2020-12-31 13:16:21 main:574] : INFO : Epoch 1752 | loss: 0.0311946 | val_loss: 0.031199 | Time: 4560.71 ms [2020-12-31 13:16:26 main:574] : INFO : Epoch 1753 | loss: 0.0311948 | val_loss: 0.0312009 | Time: 4552.6 ms [2020-12-31 13:16:31 main:574] : INFO : Epoch 1754 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 4557.74 ms [2020-12-31 13:16:35 main:574] : INFO : Epoch 1755 | loss: 0.0311965 | val_loss: 0.0311998 | Time: 4552.94 ms [2020-12-31 13:16:40 main:574] : INFO : Epoch 1756 | loss: 0.0311965 | val_loss: 0.0312012 | Time: 4557.45 ms [2020-12-31 13:16:44 main:574] : INFO : Epoch 1757 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 4562.58 ms [2020-12-31 13:16:49 main:574] : INFO : Epoch 1758 | loss: 0.031197 | val_loss: 0.0312001 | Time: 4559.87 ms [2020-12-31 13:16:53 main:574] : INFO : Epoch 1759 | loss: 0.0311946 | val_loss: 0.0311987 | Time: 4558.42 ms [2020-12-31 13:16:58 main:574] : INFO : Epoch 1760 | loss: 0.0311936 | val_loss: 0.0312 | Time: 4559.78 ms [2020-12-31 13:17:03 main:574] : INFO : Epoch 1761 | loss: 0.0311967 | val_loss: 0.0312014 | Time: 4546.03 ms [2020-12-31 13:17:07 main:574] : INFO : Epoch 1762 | loss: 0.0311963 | val_loss: 0.0312016 | Time: 4554.28 ms [2020-12-31 13:17:12 main:574] : INFO : Epoch 1763 | loss: 0.0311951 | val_loss: 0.0311982 | Time: 4557.43 ms [2020-12-31 13:17:16 main:574] : INFO : Epoch 1764 | loss: 0.0311935 | val_loss: 0.0311987 | Time: 4564.92 ms [2020-12-31 13:17:21 main:574] : INFO : Epoch 1765 | loss: 0.0311935 | val_loss: 0.0312004 | Time: 4556.36 ms [2020-12-31 13:17:25 main:574] : INFO : Epoch 1766 | loss: 0.0311969 | val_loss: 0.0312001 | Time: 4557.16 ms [2020-12-31 13:17:30 main:574] : INFO : Epoch 1767 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 4551.05 ms [2020-12-31 13:17:35 main:574] : INFO : Epoch 1768 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 4564.65 ms [2020-12-31 13:17:39 main:574] : INFO : Epoch 1769 | loss: 0.0311983 | val_loss: 0.031201 | Time: 4537.53 ms [2020-12-31 13:17:44 main:574] : INFO : Epoch 1770 | loss: 0.0311958 | val_loss: 0.0312009 | Time: 4559.27 ms [2020-12-31 13:17:48 main:574] : INFO : Epoch 1771 | loss: 0.031195 | val_loss: 0.0311993 | Time: 4564.02 ms [2020-12-31 13:17:53 main:574] : INFO : Epoch 1772 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 4565.48 ms [2020-12-31 13:17:57 main:574] : INFO : Epoch 1773 | loss: 0.0311973 | val_loss: 0.0311995 | Time: 4546.56 ms [2020-12-31 13:18:02 main:574] : INFO : Epoch 1774 | loss: 0.0311955 | val_loss: 0.0311989 | Time: 4564.37 ms [2020-12-31 13:18:07 main:574] : INFO : Epoch 1775 | loss: 0.0311951 | val_loss: 0.0311995 | Time: 4545.02 ms [2020-12-31 13:18:11 main:574] : INFO : Epoch 1776 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 4565.71 ms [2020-12-31 13:18:16 main:574] : INFO : Epoch 1777 | loss: 0.0311947 | val_loss: 0.0311988 | Time: 4551.16 ms [2020-12-31 13:18:20 main:574] : INFO : Epoch 1778 | loss: 0.0311948 | val_loss: 0.0312 | Time: 4563.78 ms [2020-12-31 13:18:25 main:574] : INFO : Epoch 1779 | loss: 0.0311945 | val_loss: 0.0311993 | Time: 4546.87 ms [2020-12-31 13:18:29 main:574] : INFO : Epoch 1780 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 4546.77 ms [2020-12-31 13:18:34 main:574] : INFO : Epoch 1781 | loss: 0.0311942 | val_loss: 0.0311995 | Time: 4562.07 ms [2020-12-31 13:18:39 main:574] : INFO : Epoch 1782 | loss: 0.031195 | val_loss: 0.0312006 | Time: 4554.26 ms [2020-12-31 13:18:43 main:574] : INFO : Epoch 1783 | loss: 0.0311949 | val_loss: 0.0311989 | Time: 4549.13 ms [2020-12-31 13:18:48 main:574] : INFO : Epoch 1784 | loss: 0.0311955 | val_loss: 0.0312003 | Time: 4555.91 ms [2020-12-31 13:18:52 main:574] : INFO : Epoch 1785 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 4562.16 ms [2020-12-31 13:18:57 main:574] : INFO : Epoch 1786 | loss: 0.0311937 | val_loss: 0.0312008 | Time: 4555.38 ms [2020-12-31 13:19:01 main:574] : INFO : Epoch 1787 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 4557.35 ms [2020-12-31 13:19:06 main:574] : INFO : Epoch 1788 | loss: 0.0311948 | val_loss: 0.0312052 | Time: 4539.07 ms [2020-12-31 13:19:10 main:574] : INFO : Epoch 1789 | loss: 0.0311945 | val_loss: 0.0311986 | Time: 4560.86 ms [2020-12-31 13:19:15 main:574] : INFO : Epoch 1790 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 4552.48 ms [2020-12-31 13:19:20 main:574] : INFO : Epoch 1791 | loss: 0.031194 | val_loss: 0.0311985 | Time: 4554.55 ms [2020-12-31 13:19:24 main:574] : INFO : Epoch 1792 | loss: 0.0311979 | val_loss: 0.031199 | Time: 4553.69 ms [2020-12-31 13:19:29 main:574] : INFO : Epoch 1793 | loss: 0.0311988 | val_loss: 0.0311995 | Time: 4565.09 ms [2020-12-31 13:19:33 main:574] : INFO : Epoch 1794 | loss: 0.0311965 | val_loss: 0.0312011 | Time: 4564.61 ms [2020-12-31 13:19:38 main:574] : INFO : Epoch 1795 | loss: 0.0311943 | val_loss: 0.0311991 | Time: 4557.27 ms [2020-12-31 13:19:43 main:574] : INFO : Epoch 1796 | loss: 0.0311936 | val_loss: 0.0312015 | Time: 4570.06 ms [2020-12-31 13:19:47 main:574] : INFO : Epoch 1797 | loss: 0.0311939 | val_loss: 0.0312038 | Time: 4540.99 ms [2020-12-31 13:19:52 main:574] : INFO : Epoch 1798 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 4556 ms [2020-12-31 13:19:56 main:574] : INFO : Epoch 1799 | loss: 0.0311922 | val_loss: 0.0311985 | Time: 4550.34 ms [2020-12-31 13:20:01 main:574] : INFO : Epoch 1800 | loss: 0.0311932 | val_loss: 0.0312 | Time: 4558.71 ms [2020-12-31 13:20:05 main:574] : INFO : Epoch 1801 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 4562.65 ms [2020-12-31 13:20:10 main:574] : INFO : Epoch 1802 | loss: 0.0311947 | val_loss: 0.0312003 | Time: 4562.76 ms [2020-12-31 13:20:15 main:574] : INFO : Epoch 1803 | loss: 0.031193 | val_loss: 0.031199 | Time: 4570.71 ms [2020-12-31 13:20:19 main:574] : INFO : Epoch 1804 | loss: 0.0311934 | val_loss: 0.0311985 | Time: 4557.47 ms [2020-12-31 13:20:24 main:574] : INFO : Epoch 1805 | loss: 0.0311938 | val_loss: 0.0312007 | Time: 4569.17 ms [2020-12-31 13:20:28 main:574] : INFO : Epoch 1806 | loss: 0.0311932 | val_loss: 0.0311989 | Time: 4540.31 ms [2020-12-31 13:20:33 main:574] : INFO : Epoch 1807 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 4561.99 ms [2020-12-31 13:20:37 main:574] : INFO : Epoch 1808 | loss: 0.031195 | val_loss: 0.0311988 | Time: 4558.14 ms [2020-12-31 13:20:42 main:574] : INFO : Epoch 1809 | loss: 0.031192 | val_loss: 0.0312023 | Time: 4555.3 ms [2020-12-31 13:20:47 main:574] : INFO : Epoch 1810 | loss: 0.0311919 | val_loss: 0.0311997 | Time: 4568.06 ms [2020-12-31 13:20:51 main:574] : INFO : Epoch 1811 | loss: 0.0311921 | val_loss: 0.0312001 | Time: 4549.77 ms [2020-12-31 13:20:56 main:574] : INFO : Epoch 1812 | loss: 0.0311919 | val_loss: 0.0312002 | Time: 4561.36 ms [2020-12-31 13:21:00 main:574] : INFO : Epoch 1813 | loss: 0.0311925 | val_loss: 0.0311996 | Time: 4561.14 ms [2020-12-31 13:21:05 main:574] : INFO : Epoch 1814 | loss: 0.0311922 | val_loss: 0.0311991 | Time: 4559.08 ms [2020-12-31 13:21:09 main:574] : INFO : Epoch 1815 | loss: 0.031192 | val_loss: 0.0311993 | Time: 4563.27 ms [2020-12-31 13:21:14 main:574] : INFO : Epoch 1816 | loss: 0.0311937 | val_loss: 0.0311995 | Time: 4553.86 ms [2020-12-31 13:21:19 main:574] : INFO : Epoch 1817 | loss: 0.0311924 | val_loss: 0.0312027 | Time: 4553.96 ms [2020-12-31 13:21:23 main:574] : INFO : Epoch 1818 | loss: 0.0311921 | val_loss: 0.0311987 | Time: 4556.03 ms [2020-12-31 13:21:28 main:574] : INFO : Epoch 1819 | loss: 0.0311913 | val_loss: 0.0311984 | Time: 4562 ms [2020-12-31 13:21:32 main:574] : INFO : Epoch 1820 | loss: 0.0311915 | val_loss: 0.0311992 | Time: 4556.77 ms [2020-12-31 13:21:37 main:574] : INFO : Epoch 1821 | loss: 0.0311923 | val_loss: 0.0311994 | Time: 4565.31 ms [2020-12-31 13:21:41 main:574] : INFO : Epoch 1822 | loss: 0.0311928 | val_loss: 0.0312028 | Time: 4558.94 ms [2020-12-31 13:21:46 main:574] : INFO : Epoch 1823 | loss: 0.0311924 | val_loss: 0.0312025 | Time: 4550.66 ms [2020-12-31 13:21:51 main:574] : INFO : Epoch 1824 | loss: 0.0311919 | val_loss: 0.0312003 | Time: 4554.84 ms [2020-12-31 13:21:55 main:574] : INFO : Epoch 1825 | loss: 0.0311929 | val_loss: 0.0311986 | Time: 4546.37 ms [2020-12-31 13:22:00 main:574] : INFO : Epoch 1826 | loss: 0.0311911 | val_loss: 0.0311989 | Time: 4559.05 ms [2020-12-31 13:22:04 main:574] : INFO : Epoch 1827 | loss: 0.0311906 | val_loss: 0.0311979 | Time: 4563.7 ms [2020-12-31 13:22:09 main:574] : INFO : Epoch 1828 | loss: 0.0311902 | val_loss: 0.0311999 | Time: 4562.7 ms [2020-12-31 13:22:13 main:574] : INFO : Epoch 1829 | loss: 0.0311906 | val_loss: 0.0311993 | Time: 4565.41 ms [2020-12-31 13:22:18 main:574] : INFO : Epoch 1830 | loss: 0.0311909 | val_loss: 0.0312004 | Time: 4553.41 ms [2020-12-31 13:22:23 main:574] : INFO : Epoch 1831 | loss: 0.0311905 | val_loss: 0.0311995 | Time: 4550.77 ms [2020-12-31 13:22:27 main:574] : INFO : Epoch 1832 | loss: 0.0311907 | val_loss: 0.0311995 | Time: 4556.37 ms [2020-12-31 13:22:32 main:574] : INFO : Epoch 1833 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 4558.44 ms [2020-12-31 13:22:36 main:574] : INFO : Epoch 1834 | loss: 0.0311915 | val_loss: 0.0312099 | Time: 4565.67 ms [2020-12-31 13:22:41 main:574] : INFO : Epoch 1835 | loss: 0.0311979 | val_loss: 0.0312028 | Time: 4562.37 ms [2020-12-31 13:22:45 main:574] : INFO : Epoch 1836 | loss: 0.0311928 | val_loss: 0.0311999 | Time: 4574.28 ms [2020-12-31 13:22:50 main:574] : INFO : Epoch 1837 | loss: 0.0311914 | val_loss: 0.0312026 | Time: 4553.61 ms [2020-12-31 13:22:55 main:574] : INFO : Epoch 1838 | loss: 0.0311937 | val_loss: 0.0312015 | Time: 4562.35 ms [2020-12-31 13:22:59 main:574] : INFO : Epoch 1839 | loss: 0.0311932 | val_loss: 0.0312049 | Time: 4557.78 ms [2020-12-31 13:23:04 main:574] : INFO : Epoch 1840 | loss: 0.031194 | val_loss: 0.0312118 | Time: 4554.3 ms [2020-12-31 13:23:08 main:574] : INFO : Epoch 1841 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 4552.87 ms [2020-12-31 13:23:13 main:574] : INFO : Epoch 1842 | loss: 0.0311912 | val_loss: 0.0311983 | Time: 4559.99 ms [2020-12-31 13:23:17 main:574] : INFO : Epoch 1843 | loss: 0.0311904 | val_loss: 0.0311987 | Time: 4547.07 ms [2020-12-31 13:23:22 main:574] : INFO : Epoch 1844 | loss: 0.0311914 | val_loss: 0.0312029 | Time: 4543.98 ms [2020-12-31 13:23:27 main:574] : INFO : Epoch 1845 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 4558.2 ms [2020-12-31 13:23:31 main:574] : INFO : Epoch 1846 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 4548.39 ms [2020-12-31 13:23:36 main:574] : INFO : Epoch 1847 | loss: 0.0311917 | val_loss: 0.0311987 | Time: 4558.43 ms [2020-12-31 13:23:40 main:574] : INFO : Epoch 1848 | loss: 0.0311915 | val_loss: 0.031199 | Time: 4559.21 ms [2020-12-31 13:23:45 main:574] : INFO : Epoch 1849 | loss: 0.0311918 | val_loss: 0.0311992 | Time: 4557.98 ms [2020-12-31 13:23:49 main:574] : INFO : Epoch 1850 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 4567.55 ms [2020-12-31 13:23:54 main:574] : INFO : Epoch 1851 | loss: 0.0311915 | val_loss: 0.031199 | Time: 4555.1 ms [2020-12-31 13:23:59 main:574] : INFO : Epoch 1852 | loss: 0.0311904 | val_loss: 0.0312012 | Time: 4551.77 ms [2020-12-31 13:24:03 main:574] : INFO : Epoch 1853 | loss: 0.0311906 | val_loss: 0.0311983 | Time: 4561.44 ms [2020-12-31 13:24:08 main:574] : INFO : Epoch 1854 | loss: 0.0311917 | val_loss: 0.031198 | Time: 4555.52 ms [2020-12-31 13:24:12 main:574] : INFO : Epoch 1855 | loss: 0.0311906 | val_loss: 0.0311982 | Time: 4566.74 ms [2020-12-31 13:24:17 main:574] : INFO : Epoch 1856 | loss: 0.0311909 | val_loss: 0.0312003 | Time: 4569.12 ms [2020-12-31 13:24:21 main:574] : INFO : Epoch 1857 | loss: 0.0311918 | val_loss: 0.0311979 | Time: 4556.06 ms [2020-12-31 13:24:26 main:574] : INFO : Epoch 1858 | loss: 0.0311902 | val_loss: 0.0312014 | Time: 4559.35 ms [2020-12-31 13:24:31 main:574] : INFO : Epoch 1859 | loss: 0.0311903 | val_loss: 0.0311987 | Time: 4561.76 ms [2020-12-31 13:24:35 main:574] : INFO : Epoch 1860 | loss: 0.0311918 | val_loss: 0.0311984 | Time: 4555.04 ms [2020-12-31 13:24:40 main:574] : INFO : Epoch 1861 | loss: 0.0311901 | val_loss: 0.0311987 | Time: 4558.36 ms [2020-12-31 13:24:44 main:574] : INFO : Epoch 1862 | loss: 0.0311899 | val_loss: 0.0311986 | Time: 4542.43 ms [2020-12-31 13:24:49 main:574] : INFO : Epoch 1863 | loss: 0.031192 | val_loss: 0.0311998 | Time: 4555.12 ms [2020-12-31 13:24:53 main:574] : INFO : Epoch 1864 | loss: 0.0311899 | val_loss: 0.0311979 | Time: 4547.26 ms [2020-12-31 13:24:58 main:574] : INFO : Epoch 1865 | loss: 0.0311894 | val_loss: 0.0312018 | Time: 4552.98 ms [2020-12-31 13:25:03 main:574] : INFO : Epoch 1866 | loss: 0.0311911 | val_loss: 0.0312 | Time: 4560.05 ms [2020-12-31 13:25:07 main:574] : INFO : Epoch 1867 | loss: 0.0311899 | val_loss: 0.0311989 | Time: 4548.3 ms [2020-12-31 13:25:12 main:574] : INFO : Epoch 1868 | loss: 0.0311893 | val_loss: 0.0312007 | Time: 4557.36 ms [2020-12-31 13:25:16 main:574] : INFO : Epoch 1869 | loss: 0.0311897 | val_loss: 0.0311986 | Time: 4561.29 ms [2020-12-31 13:25:21 main:574] : INFO : Epoch 1870 | loss: 0.0311886 | val_loss: 0.0311996 | Time: 4546.07 ms [2020-12-31 13:25:25 main:574] : INFO : Epoch 1871 | loss: 0.0311887 | val_loss: 0.0311988 | Time: 4561.14 ms [2020-12-31 13:25:30 main:574] : INFO : Epoch 1872 | loss: 0.0311887 | val_loss: 0.0312002 | Time: 4561.27 ms [2020-12-31 13:25:35 main:574] : INFO : Epoch 1873 | loss: 0.0311892 | val_loss: 0.0312011 | Time: 4561.32 ms [2020-12-31 13:25:39 main:574] : INFO : Epoch 1874 | loss: 0.031192 | val_loss: 0.0311997 | Time: 4565.98 ms [2020-12-31 13:25:44 main:574] : INFO : Epoch 1875 | loss: 0.031194 | val_loss: 0.0312016 | Time: 4564.57 ms [2020-12-31 13:25:48 main:574] : INFO : Epoch 1876 | loss: 0.0311969 | val_loss: 0.0312021 | Time: 4555.72 ms [2020-12-31 13:25:53 main:574] : INFO : Epoch 1877 | loss: 0.031192 | val_loss: 0.0312001 | Time: 4562.81 ms [2020-12-31 13:25:57 main:574] : INFO : Epoch 1878 | loss: 0.0311915 | val_loss: 0.0311996 | Time: 4558.87 ms [2020-12-31 13:26:02 main:574] : INFO : Epoch 1879 | loss: 0.0311917 | val_loss: 0.0311998 | Time: 4562.53 ms [2020-12-31 13:26:07 main:574] : INFO : Epoch 1880 | loss: 0.0311922 | val_loss: 0.0312015 | Time: 4555.16 ms [2020-12-31 13:26:11 main:574] : INFO : Epoch 1881 | loss: 0.031193 | val_loss: 0.0312 | Time: 4555.03 ms [2020-12-31 13:26:16 main:574] : INFO : Epoch 1882 | loss: 0.0311904 | val_loss: 0.0312014 | Time: 4551.26 ms [2020-12-31 13:26:20 main:574] : INFO : Epoch 1883 | loss: 0.0311989 | val_loss: 0.0312043 | Time: 4560.75 ms [2020-12-31 13:26:25 main:574] : INFO : Epoch 1884 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 4563.65 ms [2020-12-31 13:26:30 main:574] : INFO : Epoch 1885 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 4565.77 ms [2020-12-31 13:26:34 main:574] : INFO : Epoch 1886 | loss: 0.0312009 | val_loss: 0.0312035 | Time: 4555.78 ms [2020-12-31 13:26:39 main:574] : INFO : Epoch 1887 | loss: 0.0312018 | val_loss: 0.031205 | Time: 4561.73 ms [2020-12-31 13:26:43 main:574] : INFO : Epoch 1888 | loss: 0.0312003 | val_loss: 0.0312072 | Time: 4557.07 ms [2020-12-31 13:26:48 main:574] : INFO : Epoch 1889 | loss: 0.0311987 | val_loss: 0.0312008 | Time: 4550.97 ms [2020-12-31 13:26:52 main:574] : INFO : Epoch 1890 | loss: 0.0311987 | val_loss: 0.0312036 | Time: 4555.29 ms [2020-12-31 13:26:57 main:574] : INFO : Epoch 1891 | loss: 0.0311982 | val_loss: 0.0312088 | Time: 4565.67 ms [2020-12-31 13:27:02 main:574] : INFO : Epoch 1892 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 4563.9 ms [2020-12-31 13:27:06 main:574] : INFO : Epoch 1893 | loss: 0.0311971 | val_loss: 0.0312016 | Time: 4552.27 ms [2020-12-31 13:27:11 main:574] : INFO : Epoch 1894 | loss: 0.0311968 | val_loss: 0.031202 | Time: 4575.64 ms [2020-12-31 13:27:15 main:574] : INFO : Epoch 1895 | loss: 0.0311983 | val_loss: 0.0312058 | Time: 4559.64 ms [2020-12-31 13:27:20 main:574] : INFO : Epoch 1896 | loss: 0.0311987 | val_loss: 0.0312012 | Time: 4551.63 ms [2020-12-31 13:27:24 main:574] : INFO : Epoch 1897 | loss: 0.0311954 | val_loss: 0.0312011 | Time: 4560.75 ms [2020-12-31 13:27:29 main:574] : INFO : Epoch 1898 | loss: 0.0311953 | val_loss: 0.0312022 | Time: 4562.29 ms [2020-12-31 13:27:34 main:574] : INFO : Epoch 1899 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 4548.3 ms [2020-12-31 13:27:38 main:574] : INFO : Epoch 1900 | loss: 0.0311972 | val_loss: 0.0312013 | Time: 4566.13 ms [2020-12-31 13:27:43 main:574] : INFO : Epoch 1901 | loss: 0.0311966 | val_loss: 0.031201 | Time: 4550.09 ms [2020-12-31 13:27:47 main:574] : INFO : Epoch 1902 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 4554.12 ms [2020-12-31 13:27:52 main:574] : INFO : Epoch 1903 | loss: 0.0311965 | val_loss: 0.0312004 | Time: 4565.66 ms [2020-12-31 13:27:56 main:574] : INFO : Epoch 1904 | loss: 0.031198 | val_loss: 0.0312062 | Time: 4554.54 ms [2020-12-31 13:28:01 main:574] : INFO : Epoch 1905 | loss: 0.031197 | val_loss: 0.0312005 | Time: 4565.87 ms [2020-12-31 13:28:06 main:574] : INFO : Epoch 1906 | loss: 0.0311963 | val_loss: 0.0312052 | Time: 4564.56 ms [2020-12-31 13:28:10 main:574] : INFO : Epoch 1907 | loss: 0.0311975 | val_loss: 0.031206 | Time: 4537.2 ms [2020-12-31 13:28:15 main:574] : INFO : Epoch 1908 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 4553.22 ms [2020-12-31 13:28:19 main:574] : INFO : Epoch 1909 | loss: 0.0311967 | val_loss: 0.0312001 | Time: 4558.93 ms [2020-12-31 13:28:24 main:574] : INFO : Epoch 1910 | loss: 0.0311971 | val_loss: 0.0312001 | Time: 4553.63 ms [2020-12-31 13:28:28 main:574] : INFO : Epoch 1911 | loss: 0.0311965 | val_loss: 0.0312004 | Time: 4550.06 ms [2020-12-31 13:28:33 main:574] : INFO : Epoch 1912 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 4564.81 ms [2020-12-31 13:28:38 main:574] : INFO : Epoch 1913 | loss: 0.0311957 | val_loss: 0.0311996 | Time: 4552.22 ms [2020-12-31 13:28:42 main:574] : INFO : Epoch 1914 | loss: 0.0311981 | val_loss: 0.0312078 | Time: 4549.95 ms [2020-12-31 13:28:47 main:574] : INFO : Epoch 1915 | loss: 0.0311968 | val_loss: 0.031201 | Time: 4571.36 ms [2020-12-31 13:28:51 main:574] : INFO : Epoch 1916 | loss: 0.0311948 | val_loss: 0.0312006 | Time: 4561.4 ms [2020-12-31 13:28:56 main:574] : INFO : Epoch 1917 | loss: 0.0311949 | val_loss: 0.0312002 | Time: 4560.87 ms [2020-12-31 13:29:00 main:574] : INFO : Epoch 1918 | loss: 0.0311954 | val_loss: 0.0312006 | Time: 4558.89 ms [2020-12-31 13:29:05 main:574] : INFO : Epoch 1919 | loss: 0.0311952 | val_loss: 0.0311993 | Time: 4566.18 ms [2020-12-31 13:29:10 main:574] : INFO : Epoch 1920 | loss: 0.0311945 | val_loss: 0.0312001 | Time: 4552.64 ms [2020-12-31 13:29:14 main:574] : INFO : Epoch 1921 | loss: 0.0311945 | val_loss: 0.0312007 | Time: 4554.37 ms [2020-12-31 13:29:19 main:574] : INFO : Epoch 1922 | loss: 0.0311943 | val_loss: 0.0311998 | Time: 4552.11 ms [2020-12-31 13:29:23 main:574] : INFO : Epoch 1923 | loss: 0.031194 | val_loss: 0.0311991 | Time: 4552.22 ms [2020-12-31 13:29:28 main:574] : INFO : Epoch 1924 | loss: 0.0311947 | val_loss: 0.0312014 | Time: 4538.96 ms [2020-12-31 13:29:32 main:574] : INFO : Epoch 1925 | loss: 0.0311942 | val_loss: 0.0312042 | Time: 4544.16 ms [2020-12-31 13:29:37 main:574] : INFO : Epoch 1926 | loss: 0.0311951 | val_loss: 0.031202 | Time: 4584.78 ms [2020-12-31 13:29:42 main:574] : INFO : Epoch 1927 | loss: 0.031194 | val_loss: 0.0311994 | Time: 4548.98 ms [2020-12-31 13:29:46 main:574] : INFO : Epoch 1928 | loss: 0.0311946 | val_loss: 0.0312048 | Time: 4539.27 ms [2020-12-31 13:29:51 main:574] : INFO : Epoch 1929 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 4557.57 ms [2020-12-31 13:29:55 main:574] : INFO : Epoch 1930 | loss: 0.0311937 | val_loss: 0.0312023 | Time: 4544.97 ms [2020-12-31 13:30:00 main:574] : INFO : Epoch 1931 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 4579.2 ms [2020-12-31 13:30:04 main:574] : INFO : Epoch 1932 | loss: 0.0311943 | val_loss: 0.0312024 | Time: 4530.43 ms [2020-12-31 13:30:09 main:574] : INFO : Epoch 1933 | loss: 0.031194 | val_loss: 0.0311989 | Time: 4548.17 ms [2020-12-31 13:30:14 main:574] : INFO : Epoch 1934 | loss: 0.0311929 | val_loss: 0.0311995 | Time: 4589.84 ms [2020-12-31 13:30:18 main:574] : INFO : Epoch 1935 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 4537.64 ms [2020-12-31 13:30:23 main:574] : INFO : Epoch 1936 | loss: 0.031193 | val_loss: 0.0311994 | Time: 4533.32 ms [2020-12-31 13:30:27 main:574] : INFO : Epoch 1937 | loss: 0.0311925 | val_loss: 0.0311992 | Time: 4573.05 ms [2020-12-31 13:30:32 main:574] : INFO : Epoch 1938 | loss: 0.0311936 | val_loss: 0.0312036 | Time: 4521.96 ms [2020-12-31 13:30:36 main:574] : INFO : Epoch 1939 | loss: 0.0312005 | val_loss: 0.0312169 | Time: 4608.49 ms [2020-12-31 13:30:41 main:574] : INFO : Epoch 1940 | loss: 0.0311967 | val_loss: 0.031199 | Time: 4548.14 ms [2020-12-31 13:30:46 main:574] : INFO : Epoch 1941 | loss: 0.0311922 | val_loss: 0.0311988 | Time: 4534.61 ms [2020-12-31 13:30:50 main:574] : INFO : Epoch 1942 | loss: 0.0311925 | val_loss: 0.0312008 | Time: 4547.72 ms [2020-12-31 13:30:55 main:574] : INFO : Epoch 1943 | loss: 0.0311965 | val_loss: 0.0312026 | Time: 4556.12 ms [2020-12-31 13:30:59 main:574] : INFO : Epoch 1944 | loss: 0.0311954 | val_loss: 0.0312009 | Time: 4528.75 ms [2020-12-31 13:31:04 main:574] : INFO : Epoch 1945 | loss: 0.0311948 | val_loss: 0.0312032 | Time: 4544.36 ms [2020-12-31 13:31:08 main:574] : INFO : Epoch 1946 | loss: 0.0311963 | val_loss: 0.0312029 | Time: 4549.8 ms [2020-12-31 13:31:13 main:574] : INFO : Epoch 1947 | loss: 0.0311948 | val_loss: 0.0312019 | Time: 4561.31 ms [2020-12-31 13:31:17 main:574] : INFO : Epoch 1948 | loss: 0.0311965 | val_loss: 0.0312016 | Time: 4547.11 ms [2020-12-31 13:31:22 main:574] : INFO : Epoch 1949 | loss: 0.0311953 | val_loss: 0.0312034 | Time: 4550.14 ms [2020-12-31 13:31:27 main:574] : INFO : Epoch 1950 | loss: 0.0311934 | val_loss: 0.0312021 | Time: 4564.84 ms [2020-12-31 13:31:31 main:574] : INFO : Epoch 1951 | loss: 0.0311937 | val_loss: 0.0312023 | Time: 4542.28 ms [2020-12-31 13:31:36 main:574] : INFO : Epoch 1952 | loss: 0.0311955 | val_loss: 0.0312023 | Time: 4548.47 ms [2020-12-31 13:31:40 main:574] : INFO : Epoch 1953 | loss: 0.0311981 | val_loss: 0.0312111 | Time: 4558.51 ms [2020-12-31 13:31:45 main:574] : INFO : Epoch 1954 | loss: 0.031198 | val_loss: 0.0312053 | Time: 4541.91 ms [2020-12-31 13:31:49 main:574] : INFO : Epoch 1955 | loss: 0.0311949 | val_loss: 0.031205 | Time: 4569.53 ms [2020-12-31 13:31:54 main:574] : INFO : Epoch 1956 | loss: 0.0311938 | val_loss: 0.0312035 | Time: 4552.3 ms [2020-12-31 13:31:59 main:574] : INFO : Epoch 1957 | loss: 0.0311933 | val_loss: 0.0312006 | Time: 4553.3 ms [2020-12-31 13:32:03 main:574] : INFO : Epoch 1958 | loss: 0.0311939 | val_loss: 0.0312047 | Time: 4548.3 ms [2020-12-31 13:32:08 main:574] : INFO : Epoch 1959 | loss: 0.0311926 | val_loss: 0.0312008 | Time: 4532.69 ms [2020-12-31 13:32:12 main:574] : INFO : Epoch 1960 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 4540.31 ms [2020-12-31 13:32:17 main:574] : INFO : Epoch 1961 | loss: 0.0311936 | val_loss: 0.0312035 | Time: 4567.59 ms [2020-12-31 13:32:22 main:574] : INFO : Epoch 1962 | loss: 0.0311929 | val_loss: 0.0312009 | Time: 4579.08 ms [2020-12-31 13:32:26 main:574] : INFO : Epoch 1963 | loss: 0.0311934 | val_loss: 0.0312025 | Time: 4558.8 ms [2020-12-31 13:32:31 main:574] : INFO : Epoch 1964 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 4536.98 ms [2020-12-31 13:32:35 main:574] : INFO : Epoch 1965 | loss: 0.0311925 | val_loss: 0.0312015 | Time: 4541.85 ms [2020-12-31 13:32:40 main:574] : INFO : Epoch 1966 | loss: 0.0311927 | val_loss: 0.0311996 | Time: 4546.87 ms [2020-12-31 13:32:44 main:574] : INFO : Epoch 1967 | loss: 0.0311931 | val_loss: 0.0312095 | Time: 4555.74 ms [2020-12-31 13:32:49 main:574] : INFO : Epoch 1968 | loss: 0.0311949 | val_loss: 0.0312011 | Time: 4544.79 ms [2020-12-31 13:32:53 main:574] : INFO : Epoch 1969 | loss: 0.0311911 | val_loss: 0.0311999 | Time: 4547.37 ms [2020-12-31 13:32:58 main:574] : INFO : Epoch 1970 | loss: 0.0311912 | val_loss: 0.0312009 | Time: 4526.95 ms [2020-12-31 13:33:03 main:574] : INFO : Epoch 1971 | loss: 0.0311909 | val_loss: 0.0311987 | Time: 4531.46 ms [2020-12-31 13:33:07 main:574] : INFO : Epoch 1972 | loss: 0.0311898 | val_loss: 0.0312001 | Time: 4551.29 ms [2020-12-31 13:33:12 main:574] : INFO : Epoch 1973 | loss: 0.0311909 | val_loss: 0.0311988 | Time: 4553.56 ms [2020-12-31 13:33:16 main:574] : INFO : Epoch 1974 | loss: 0.0311926 | val_loss: 0.0312017 | Time: 4548.08 ms [2020-12-31 13:33:21 main:574] : INFO : Epoch 1975 | loss: 0.0311949 | val_loss: 0.0312002 | Time: 4558.79 ms [2020-12-31 13:33:25 main:574] : INFO : Epoch 1976 | loss: 0.0311915 | val_loss: 0.0312013 | Time: 4531.53 ms [2020-12-31 13:33:30 main:574] : INFO : Epoch 1977 | loss: 0.0311918 | val_loss: 0.0311987 | Time: 4533.43 ms [2020-12-31 13:33:34 main:574] : INFO : Epoch 1978 | loss: 0.0311912 | val_loss: 0.031199 | Time: 4547.28 ms [2020-12-31 13:33:39 main:574] : INFO : Epoch 1979 | loss: 0.0311917 | val_loss: 0.0312013 | Time: 4563.99 ms [2020-12-31 13:33:44 main:574] : INFO : Epoch 1980 | loss: 0.0311912 | val_loss: 0.031198 | Time: 4562.89 ms [2020-12-31 13:33:48 main:574] : INFO : Epoch 1981 | loss: 0.0311904 | val_loss: 0.0312 | Time: 4548.79 ms [2020-12-31 13:33:53 main:574] : INFO : Epoch 1982 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 4549.86 ms [2020-12-31 13:33:57 main:574] : INFO : Epoch 1983 | loss: 0.0311909 | val_loss: 0.0312004 | Time: 4544.26 ms [2020-12-31 13:34:02 main:574] : INFO : Epoch 1984 | loss: 0.0311908 | val_loss: 0.0311998 | Time: 4557.18 ms [2020-12-31 13:34:06 main:574] : INFO : Epoch 1985 | loss: 0.031191 | val_loss: 0.0311989 | Time: 4542.61 ms [2020-12-31 13:34:11 main:574] : INFO : Epoch 1986 | loss: 0.0311898 | val_loss: 0.0311995 | Time: 4532 ms [2020-12-31 13:34:16 main:574] : INFO : Epoch 1987 | loss: 0.0311904 | val_loss: 0.0311986 | Time: 4531.28 ms [2020-12-31 13:34:20 main:574] : INFO : Epoch 1988 | loss: 0.0311904 | val_loss: 0.0312045 | Time: 4547.08 ms [2020-12-31 13:34:25 main:574] : INFO : Epoch 1989 | loss: 0.0311924 | val_loss: 0.0312033 | Time: 4555.39 ms [2020-12-31 13:34:29 main:574] : INFO : Epoch 1990 | loss: 0.0311911 | val_loss: 0.0311999 | Time: 4568.43 ms [2020-12-31 13:34:34 main:574] : INFO : Epoch 1991 | loss: 0.0311897 | val_loss: 0.0312004 | Time: 4561.09 ms [2020-12-31 13:34:38 main:574] : INFO : Epoch 1992 | loss: 0.0311887 | val_loss: 0.0311986 | Time: 4558.9 ms [2020-12-31 13:34:43 main:574] : INFO : Epoch 1993 | loss: 0.0311901 | val_loss: 0.0312019 | Time: 4567.97 ms [2020-12-31 13:34:48 main:574] : INFO : Epoch 1994 | loss: 0.0311888 | val_loss: 0.0311985 | Time: 4569.29 ms [2020-12-31 13:34:52 main:574] : INFO : Epoch 1995 | loss: 0.0311908 | val_loss: 0.0312015 | Time: 4618.26 ms [2020-12-31 13:34:57 main:574] : INFO : Epoch 1996 | loss: 0.0311912 | val_loss: 0.0312015 | Time: 4546.57 ms [2020-12-31 13:35:01 main:574] : INFO : Epoch 1997 | loss: 0.0311905 | val_loss: 0.0312062 | Time: 4561.6 ms [2020-12-31 13:35:06 main:574] : INFO : Epoch 1998 | loss: 0.0311902 | val_loss: 0.0312005 | Time: 4555.04 ms [2020-12-31 13:35:10 main:574] : INFO : Epoch 1999 | loss: 0.0311907 | val_loss: 0.0312035 | Time: 4564.33 ms [2020-12-31 13:35:15 main:574] : INFO : Epoch 2000 | loss: 0.0311924 | val_loss: 0.0311992 | Time: 4559.12 ms [2020-12-31 13:35:20 main:574] : INFO : Epoch 2001 | loss: 0.0311896 | val_loss: 0.0311986 | Time: 4553.53 ms [2020-12-31 13:35:24 main:574] : INFO : Epoch 2002 | loss: 0.0311903 | val_loss: 0.0311997 | Time: 4558.1 ms [2020-12-31 13:35:29 main:574] : INFO : Epoch 2003 | loss: 0.0311893 | val_loss: 0.0311983 | Time: 4556.24 ms [2020-12-31 13:35:33 main:574] : INFO : Epoch 2004 | loss: 0.0311925 | val_loss: 0.031203 | Time: 4558.98 ms [2020-12-31 13:35:38 main:574] : INFO : Epoch 2005 | loss: 0.0311969 | val_loss: 0.0312039 | Time: 4549.87 ms [2020-12-31 13:35:42 main:574] : INFO : Epoch 2006 | loss: 0.0311963 | val_loss: 0.0312032 | Time: 4554.78 ms [2020-12-31 13:35:47 main:574] : INFO : Epoch 2007 | loss: 0.0311968 | val_loss: 0.0312019 | Time: 4561.87 ms [2020-12-31 13:35:52 main:574] : INFO : Epoch 2008 | loss: 0.0311943 | val_loss: 0.0312029 | Time: 4558.96 ms [2020-12-31 13:35:56 main:574] : INFO : Epoch 2009 | loss: 0.0311954 | val_loss: 0.0312009 | Time: 4554.93 ms [2020-12-31 13:36:01 main:574] : INFO : Epoch 2010 | loss: 0.0311941 | val_loss: 0.0312026 | Time: 4568.68 ms [2020-12-31 13:36:05 main:574] : INFO : Epoch 2011 | loss: 0.0311942 | val_loss: 0.0312016 | Time: 4563.49 ms [2020-12-31 13:36:10 main:574] : INFO : Epoch 2012 | loss: 0.0311934 | val_loss: 0.0312009 | Time: 4553.16 ms [2020-12-31 13:36:15 main:574] : INFO : Epoch 2013 | loss: 0.0311918 | val_loss: 0.0311996 | Time: 4551.48 ms [2020-12-31 13:36:19 main:574] : INFO : Epoch 2014 | loss: 0.0311911 | val_loss: 0.0312007 | Time: 4557.42 ms [2020-12-31 13:36:24 main:574] : INFO : Epoch 2015 | loss: 0.0311951 | val_loss: 0.0312004 | Time: 4549.28 ms [2020-12-31 13:36:28 main:574] : INFO : Epoch 2016 | loss: 0.0311941 | val_loss: 0.0312 | Time: 4554 ms [2020-12-31 13:36:33 main:574] : INFO : Epoch 2017 | loss: 0.0311908 | val_loss: 0.031199 | Time: 4561.57 ms [2020-12-31 13:36:37 main:574] : INFO : Epoch 2018 | loss: 0.0311903 | val_loss: 0.0312 | Time: 4571.57 ms [2020-12-31 13:36:42 main:574] : INFO : Epoch 2019 | loss: 0.0311915 | val_loss: 0.0312024 | Time: 4556.73 ms [2020-12-31 13:36:47 main:574] : INFO : Epoch 2020 | loss: 0.0311922 | val_loss: 0.031199 | Time: 4554.02 ms [2020-12-31 13:36:51 main:574] : INFO : Epoch 2021 | loss: 0.0311927 | val_loss: 0.0311989 | Time: 4545.58 ms [2020-12-31 13:36:56 main:574] : INFO : Epoch 2022 | loss: 0.031191 | val_loss: 0.0312001 | Time: 4554.18 ms [2020-12-31 13:37:00 main:574] : INFO : Epoch 2023 | loss: 0.0311918 | val_loss: 0.0311989 | Time: 4568.62 ms [2020-12-31 13:37:05 main:574] : INFO : Epoch 2024 | loss: 0.031191 | val_loss: 0.0311976 | Time: 4584.94 ms [2020-12-31 13:37:09 main:574] : INFO : Epoch 2025 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 4561.23 ms [2020-12-31 13:37:14 main:574] : INFO : Epoch 2026 | loss: 0.0311927 | val_loss: 0.0312028 | Time: 4561.71 ms [2020-12-31 13:37:19 main:574] : INFO : Epoch 2027 | loss: 0.0311985 | val_loss: 0.0312033 | Time: 4567.56 ms [2020-12-31 13:37:23 main:574] : INFO : Epoch 2028 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 4555.88 ms [2020-12-31 13:37:28 main:574] : INFO : Epoch 2029 | loss: 0.0311969 | val_loss: 0.0312033 | Time: 4561.87 ms [2020-12-31 13:37:32 main:574] : INFO : Epoch 2030 | loss: 0.0311962 | val_loss: 0.0312097 | Time: 4548.71 ms [2020-12-31 13:37:37 main:574] : INFO : Epoch 2031 | loss: 0.0311972 | val_loss: 0.031202 | Time: 4551.2 ms [2020-12-31 13:37:41 main:574] : INFO : Epoch 2032 | loss: 0.0311966 | val_loss: 0.031208 | Time: 4564.5 ms [2020-12-31 13:37:46 main:574] : INFO : Epoch 2033 | loss: 0.0311961 | val_loss: 0.0312014 | Time: 4544.08 ms [2020-12-31 13:37:51 main:574] : INFO : Epoch 2034 | loss: 0.0311937 | val_loss: 0.0312001 | Time: 4556.26 ms [2020-12-31 13:37:55 main:574] : INFO : Epoch 2035 | loss: 0.031193 | val_loss: 0.0311996 | Time: 4543 ms [2020-12-31 13:38:00 main:574] : INFO : Epoch 2036 | loss: 0.0311928 | val_loss: 0.0312037 | Time: 4561.98 ms [2020-12-31 13:38:04 main:574] : INFO : Epoch 2037 | loss: 0.0311929 | val_loss: 0.0311997 | Time: 4560.59 ms [2020-12-31 13:38:09 main:574] : INFO : Epoch 2038 | loss: 0.0311912 | val_loss: 0.0311988 | Time: 4567.49 ms [2020-12-31 13:38:13 main:574] : INFO : Epoch 2039 | loss: 0.0311923 | val_loss: 0.0312008 | Time: 4548.96 ms [2020-12-31 13:38:18 main:574] : INFO : Epoch 2040 | loss: 0.0311935 | val_loss: 0.0312074 | Time: 4549.29 ms [2020-12-31 13:38:23 main:574] : INFO : Epoch 2041 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 4568.65 ms [2020-12-31 13:38:27 main:574] : INFO : Epoch 2042 | loss: 0.0311931 | val_loss: 0.0312017 | Time: 4564.63 ms [2020-12-31 13:38:32 main:574] : INFO : Epoch 2043 | loss: 0.0311915 | val_loss: 0.0312022 | Time: 4556.74 ms [2020-12-31 13:38:37 main:574] : INFO : Epoch 2044 | loss: 0.0311917 | val_loss: 0.0312 | Time: 4822.34 ms [2020-12-31 13:38:41 main:574] : INFO : Epoch 2045 | loss: 0.0311902 | val_loss: 0.0312015 | Time: 4545.27 ms [2020-12-31 13:38:46 main:574] : INFO : Epoch 2046 | loss: 0.0311911 | val_loss: 0.0312025 | Time: 4518.36 ms [2020-12-31 13:38:50 main:574] : INFO : Epoch 2047 | loss: 0.0311907 | val_loss: 0.0312014 | Time: 4525.09 ms [2020-12-31 13:38:55 main:574] : INFO : Epoch 2048 | loss: 0.0311906 | val_loss: 0.0312013 | Time: 4535.85 ms [2020-12-31 13:38:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312013 [2020-12-31 13:38:55 main:603] : INFO : Saving end state to config to file [2020-12-31 13:38:55 main:608] : INFO : Success, exiting.. 13:38:55 (13116): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)