Task 14597708
| Name | ParityModified-1647047422-21302-2-0_0 |
| Workunit | 11618615 |
| Created | 11 Apr 2022, 22:30:40 UTC |
| Sent | 11 Apr 2022, 22:30:46 UTC |
| Report deadline | 19 Apr 2022, 22:30:46 UTC |
| Received | 11 Apr 2022, 23:10:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 57 sec |
| CPU time | 35 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> e: 1056.3 ms [2022-04-11 16:00:14 main:574] : INFO : Epoch 1542 | loss: 0.0312087 | val_loss: 0.0312087 | Time: 1050.66 ms [2022-04-11 16:00:15 main:574] : INFO : Epoch 1543 | loss: 0.0312093 | val_loss: 0.03121 | Time: 1055.11 ms [2022-04-11 16:00:16 main:574] : INFO : Epoch 1544 | loss: 0.0312093 | val_loss: 0.0312092 | Time: 1049.86 ms [2022-04-11 16:00:17 main:574] : INFO : Epoch 1545 | loss: 0.0312086 | val_loss: 0.0312077 | Time: 1054.59 ms [2022-04-11 16:00:18 main:574] : INFO : Epoch 1546 | loss: 0.0312081 | val_loss: 0.0312076 | Time: 1049.88 ms [2022-04-11 16:00:20 main:574] : INFO : Epoch 1547 | loss: 0.031208 | val_loss: 0.0312076 | Time: 1054.54 ms [2022-04-11 16:00:21 main:574] : INFO : Epoch 1548 | loss: 0.0312079 | val_loss: 0.0312075 | Time: 1048.64 ms [2022-04-11 16:00:22 main:574] : INFO : Epoch 1549 | loss: 0.0312075 | val_loss: 0.0312073 | Time: 1054.47 ms [2022-04-11 16:00:23 main:574] : INFO : Epoch 1550 | loss: 0.0312083 | val_loss: 0.0312073 | Time: 1050.47 ms [2022-04-11 16:00:24 main:574] : INFO : Epoch 1551 | loss: 0.0312074 | val_loss: 0.0312078 | Time: 1055 ms [2022-04-11 16:00:25 main:574] : INFO : Epoch 1552 | loss: 0.0312077 | val_loss: 0.0312086 | Time: 1050.46 ms [2022-04-11 16:00:26 main:574] : INFO : Epoch 1553 | loss: 0.031208 | val_loss: 0.0312072 | Time: 1051.74 ms [2022-04-11 16:00:27 main:574] : INFO : Epoch 1554 | loss: 0.0312071 | val_loss: 0.0312068 | Time: 1052.65 ms [2022-04-11 16:00:29 main:574] : INFO : Epoch 1555 | loss: 0.0312069 | val_loss: 0.0312074 | Time: 1055.38 ms [2022-04-11 16:00:30 main:574] : INFO : Epoch 1556 | loss: 0.0312073 | val_loss: 0.0312067 | Time: 1046.25 ms [2022-04-11 16:00:31 main:574] : INFO : Epoch 1557 | loss: 0.0312081 | val_loss: 0.0312102 | Time: 1054.32 ms [2022-04-11 16:00:32 main:574] : INFO : Epoch 1558 | loss: 0.0312075 | val_loss: 0.0312084 | Time: 1050.58 ms [2022-04-11 16:00:33 main:574] : INFO : Epoch 1559 | loss: 0.0312074 | val_loss: 0.0312066 | Time: 1054.63 ms [2022-04-11 16:00:34 main:574] : INFO : Epoch 1560 | loss: 0.0312063 | val_loss: 0.031206 | Time: 1050.17 ms [2022-04-11 16:00:35 main:574] : INFO : Epoch 1561 | loss: 0.031206 | val_loss: 0.0312071 | Time: 1054.64 ms [2022-04-11 16:00:37 main:574] : INFO : Epoch 1562 | loss: 0.0312061 | val_loss: 0.0312058 | Time: 1050.96 ms [2022-04-11 16:00:38 main:574] : INFO : Epoch 1563 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 1055.2 ms [2022-04-11 16:00:39 main:574] : INFO : Epoch 1564 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 1049.28 ms [2022-04-11 16:00:40 main:574] : INFO : Epoch 1565 | loss: 0.0312059 | val_loss: 0.0312071 | Time: 1056.87 ms [2022-04-11 16:00:41 main:574] : INFO : Epoch 1566 | loss: 0.0312058 | val_loss: 0.0312055 | Time: 1050.14 ms [2022-04-11 16:00:42 main:574] : INFO : Epoch 1567 | loss: 0.0312056 | val_loss: 0.031206 | Time: 1052.71 ms [2022-04-11 16:00:43 main:574] : INFO : Epoch 1568 | loss: 0.0312053 | val_loss: 0.0312052 | Time: 1050.85 ms [2022-04-11 16:00:44 main:574] : INFO : Epoch 1569 | loss: 0.0312068 | val_loss: 0.0312067 | Time: 1056.24 ms [2022-04-11 16:00:46 main:574] : INFO : Epoch 1570 | loss: 0.0312049 | val_loss: 0.0312055 | Time: 1049.46 ms [2022-04-11 16:00:47 main:574] : INFO : Epoch 1571 | loss: 0.0312045 | val_loss: 0.0312051 | Time: 1054.81 ms [2022-04-11 16:00:48 main:574] : INFO : Epoch 1572 | loss: 0.0312046 | val_loss: 0.0312048 | Time: 1052.04 ms [2022-04-11 16:00:49 main:574] : INFO : Epoch 1573 | loss: 0.0312054 | val_loss: 0.0312059 | Time: 1054.34 ms [2022-04-11 16:00:50 main:574] : INFO : Epoch 1574 | loss: 0.0312069 | val_loss: 0.0312049 | Time: 1049.54 ms [2022-04-11 16:00:51 main:574] : INFO : Epoch 1575 | loss: 0.0312044 | val_loss: 0.0312052 | Time: 1055.58 ms [2022-04-11 16:00:52 main:574] : INFO : Epoch 1576 | loss: 0.0312046 | val_loss: 0.0312073 | Time: 1051.93 ms [2022-04-11 16:00:54 main:574] : INFO : Epoch 1577 | loss: 0.0312049 | val_loss: 0.0312049 | Time: 1057.3 ms [2022-04-11 16:00:55 main:574] : INFO : Epoch 1578 | loss: 0.031204 | val_loss: 0.0312045 | Time: 1050.59 ms [2022-04-11 16:00:56 main:574] : INFO : Epoch 1579 | loss: 0.0312042 | val_loss: 0.031205 | Time: 1054.1 ms [2022-04-11 16:00:57 main:574] : INFO : Epoch 1580 | loss: 0.0312039 | val_loss: 0.0312062 | Time: 1049.54 ms [2022-04-11 16:00:58 main:574] : INFO : Epoch 1581 | loss: 0.0312039 | val_loss: 0.0312047 | Time: 1055.74 ms [2022-04-11 16:00:59 main:574] : INFO : Epoch 1582 | loss: 0.0312034 | val_loss: 0.0312044 | Time: 1052.15 ms [2022-04-11 16:01:00 main:574] : INFO : Epoch 1583 | loss: 0.0312037 | val_loss: 0.0312045 | Time: 1056.56 ms [2022-04-11 16:01:01 main:574] : INFO : Epoch 1584 | loss: 0.0312033 | val_loss: 0.0312043 | Time: 1050.74 ms [2022-04-11 16:01:03 main:574] : INFO : Epoch 1585 | loss: 0.0312031 | val_loss: 0.0312042 | Time: 1054.16 ms [2022-04-11 16:01:04 main:574] : INFO : Epoch 1586 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 1051.6 ms [2022-04-11 16:01:05 main:574] : INFO : Epoch 1587 | loss: 0.0312029 | val_loss: 0.0312063 | Time: 1056.68 ms [2022-04-11 16:01:06 main:574] : INFO : Epoch 1588 | loss: 0.0312033 | val_loss: 0.0312049 | Time: 1044.24 ms [2022-04-11 16:01:07 main:574] : INFO : Epoch 1589 | loss: 0.031203 | val_loss: 0.0312047 | Time: 1056.35 ms [2022-04-11 16:01:08 main:574] : INFO : Epoch 1590 | loss: 0.0312047 | val_loss: 0.0312071 | Time: 1047.74 ms [2022-04-11 16:01:09 main:574] : INFO : Epoch 1591 | loss: 0.0312044 | val_loss: 0.0312058 | Time: 1054.02 ms [2022-04-11 16:01:10 main:574] : INFO : Epoch 1592 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 1049.18 ms [2022-04-11 16:01:12 main:574] : INFO : Epoch 1593 | loss: 0.0312028 | val_loss: 0.0312056 | Time: 1055.27 ms [2022-04-11 16:01:13 main:574] : INFO : Epoch 1594 | loss: 0.031203 | val_loss: 0.0312067 | Time: 1049.75 ms [2022-04-11 16:01:14 main:574] : INFO : Epoch 1595 | loss: 0.0312048 | val_loss: 0.0312049 | Time: 1055.58 ms [2022-04-11 16:01:15 main:574] : INFO : Epoch 1596 | loss: 0.0312032 | val_loss: 0.0312051 | Time: 1052.83 ms [2022-04-11 16:01:16 main:574] : INFO : Epoch 1597 | loss: 0.0312025 | val_loss: 0.031206 | Time: 1056.91 ms [2022-04-11 16:01:17 main:574] : INFO : Epoch 1598 | loss: 0.031203 | val_loss: 0.0312058 | Time: 1053.62 ms [2022-04-11 16:01:18 main:574] : INFO : Epoch 1599 | loss: 0.031203 | val_loss: 0.0312046 | Time: 1055 ms [2022-04-11 16:01:20 main:574] : INFO : Epoch 1600 | loss: 0.031202 | val_loss: 0.0312072 | Time: 1051.04 ms [2022-04-11 16:01:21 main:574] : INFO : Epoch 1601 | loss: 0.0312047 | val_loss: 0.0312054 | Time: 1054.55 ms [2022-04-11 16:01:22 main:574] : INFO : Epoch 1602 | loss: 0.0312043 | val_loss: 0.0312049 | Time: 1051.25 ms [2022-04-11 16:01:23 main:574] : INFO : Epoch 1603 | loss: 0.0312022 | val_loss: 0.0312038 | Time: 1055.54 ms [2022-04-11 16:01:24 main:574] : INFO : Epoch 1604 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 1052 ms [2022-04-11 16:01:25 main:574] : INFO : Epoch 1605 | loss: 0.0312026 | val_loss: 0.031204 | Time: 1057.01 ms [2022-04-11 16:01:26 main:574] : INFO : Epoch 1606 | loss: 0.031202 | val_loss: 0.0312032 | Time: 1050.76 ms [2022-04-11 16:01:27 main:574] : INFO : Epoch 1607 | loss: 0.0312016 | val_loss: 0.0312043 | Time: 1056.7 ms [2022-04-11 16:01:29 main:574] : INFO : Epoch 1608 | loss: 0.0312018 | val_loss: 0.0312036 | Time: 1052.44 ms [2022-04-11 16:01:30 main:574] : INFO : Epoch 1609 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 1056.14 ms [2022-04-11 16:01:31 main:574] : INFO : Epoch 1610 | loss: 0.0312019 | val_loss: 0.0312032 | Time: 1049.14 ms [2022-04-11 16:01:32 main:574] : INFO : Epoch 1611 | loss: 0.0312039 | val_loss: 0.0312038 | Time: 1053.9 ms [2022-04-11 16:01:33 main:574] : INFO : Epoch 1612 | loss: 0.031203 | val_loss: 0.0312035 | Time: 1050.46 ms [2022-04-11 16:01:34 main:574] : INFO : Epoch 1613 | loss: 0.0312018 | val_loss: 0.031204 | Time: 1055.87 ms [2022-04-11 16:01:35 main:574] : INFO : Epoch 1614 | loss: 0.031201 | val_loss: 0.0312033 | Time: 1053.38 ms [2022-04-11 16:01:37 main:574] : INFO : Epoch 1615 | loss: 0.0312009 | val_loss: 0.0312086 | Time: 1054.41 ms [2022-04-11 16:01:38 main:574] : INFO : Epoch 1616 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 1050.65 ms [2022-04-11 16:01:39 main:574] : INFO : Epoch 1617 | loss: 0.0312032 | val_loss: 0.0312058 | Time: 1056.14 ms [2022-04-11 16:01:40 main:574] : INFO : Epoch 1618 | loss: 0.0312013 | val_loss: 0.0312038 | Time: 1051.86 ms [2022-04-11 16:01:41 main:574] : INFO : Epoch 1619 | loss: 0.0312011 | val_loss: 0.0312026 | Time: 1057.65 ms [2022-04-11 16:01:42 main:574] : INFO : Epoch 1620 | loss: 0.0312016 | val_loss: 0.0312074 | Time: 1050.47 ms [2022-04-11 16:01:43 main:574] : INFO : Epoch 1621 | loss: 0.0312069 | val_loss: 0.0312139 | Time: 1056.41 ms [2022-04-11 16:01:45 main:574] : INFO : Epoch 1622 | loss: 0.0312056 | val_loss: 0.0312038 | Time: 1052.22 ms [2022-04-11 16:01:46 main:574] : INFO : Epoch 1623 | loss: 0.0312054 | val_loss: 0.0312027 | Time: 1054.53 ms [2022-04-11 16:01:47 main:574] : INFO : Epoch 1624 | loss: 0.0312032 | val_loss: 0.0312031 | Time: 1052.35 ms [2022-04-11 16:01:48 main:574] : INFO : Epoch 1625 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 1058.17 ms [2022-04-11 16:01:49 main:574] : INFO : Epoch 1626 | loss: 0.0312002 | val_loss: 0.0312024 | Time: 1052.11 ms [2022-04-11 16:01:50 main:574] : INFO : Epoch 1627 | loss: 0.0312 | val_loss: 0.0312026 | Time: 1055.93 ms [2022-04-11 16:01:51 main:574] : INFO : Epoch 1628 | loss: 0.0312002 | val_loss: 0.0312039 | Time: 1050.33 ms [2022-04-11 16:01:52 main:574] : INFO : Epoch 1629 | loss: 0.0312 | val_loss: 0.0312035 | Time: 1056.31 ms [2022-04-11 16:01:54 main:574] : INFO : Epoch 1630 | loss: 0.0312005 | val_loss: 0.0312081 | Time: 1049.88 ms [2022-04-11 16:01:55 main:574] : INFO : Epoch 1631 | loss: 0.031201 | val_loss: 0.0312038 | Time: 1057.66 ms [2022-04-11 16:01:56 main:574] : INFO : Epoch 1632 | loss: 0.0312005 | val_loss: 0.0312062 | Time: 1051.25 ms [2022-04-11 16:01:57 main:574] : INFO : Epoch 1633 | loss: 0.0312006 | val_loss: 0.031203 | Time: 1055.25 ms [2022-04-11 16:01:58 main:574] : INFO : Epoch 1634 | loss: 0.0312013 | val_loss: 0.0312049 | Time: 1051.98 ms [2022-04-11 16:01:59 main:574] : INFO : Epoch 1635 | loss: 0.0312006 | val_loss: 0.0312033 | Time: 1052.44 ms [2022-04-11 16:02:00 main:574] : INFO : Epoch 1636 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 1050.11 ms [2022-04-11 16:02:02 main:574] : INFO : Epoch 1637 | loss: 0.0311999 | val_loss: 0.0312073 | Time: 1056.22 ms [2022-04-11 16:02:03 main:574] : INFO : Epoch 1638 | loss: 0.0312015 | val_loss: 0.0312055 | Time: 1046.13 ms [2022-04-11 16:02:04 main:574] : INFO : Epoch 1639 | loss: 0.0311997 | val_loss: 0.0312024 | Time: 1054.99 ms [2022-04-11 16:02:05 main:574] : INFO : Epoch 1640 | loss: 0.0312001 | val_loss: 0.0312036 | Time: 1051.66 ms [2022-04-11 16:02:06 main:574] : INFO : Epoch 1641 | loss: 0.0312011 | val_loss: 0.0312025 | Time: 1053.09 ms [2022-04-11 16:02:07 main:574] : INFO : Epoch 1642 | loss: 0.0311995 | val_loss: 0.0312033 | Time: 1050.55 ms [2022-04-11 16:02:08 main:574] : INFO : Epoch 1643 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 1055.41 ms [2022-04-11 16:02:09 main:574] : INFO : Epoch 1644 | loss: 0.0312006 | val_loss: 0.031204 | Time: 1051.98 ms [2022-04-11 16:02:10 main:574] : INFO : Epoch 1645 | loss: 0.0312007 | val_loss: 0.0312026 | Time: 1056.62 ms [2022-04-11 16:02:12 main:574] : INFO : Epoch 1646 | loss: 0.0311996 | val_loss: 0.0312025 | Time: 1052.09 ms [2022-04-11 16:02:13 main:574] : INFO : Epoch 1647 | loss: 0.0311992 | val_loss: 0.0312023 | Time: 1053.05 ms [2022-04-11 16:02:14 main:574] : INFO : Epoch 1648 | loss: 0.0311992 | val_loss: 0.0312027 | Time: 1049.68 ms [2022-04-11 16:02:15 main:574] : INFO : Epoch 1649 | loss: 0.0311991 | val_loss: 0.0312029 | Time: 1056.53 ms [2022-04-11 16:02:16 main:574] : INFO : Epoch 1650 | loss: 0.0311985 | val_loss: 0.0312034 | Time: 1049.39 ms [2022-04-11 16:02:17 main:574] : INFO : Epoch 1651 | loss: 0.0311994 | val_loss: 0.031203 | Time: 1055.82 ms [2022-04-11 16:02:18 main:574] : INFO : Epoch 1652 | loss: 0.0311987 | val_loss: 0.0312037 | Time: 1050.1 ms [2022-04-11 16:02:20 main:574] : INFO : Epoch 1653 | loss: 0.0311988 | val_loss: 0.031204 | Time: 1057.84 ms [2022-04-11 16:02:21 main:574] : INFO : Epoch 1654 | loss: 0.0311996 | val_loss: 0.0312034 | Time: 1049.38 ms [2022-04-11 16:02:22 main:574] : INFO : Epoch 1655 | loss: 0.0311995 | val_loss: 0.0312038 | Time: 1054.64 ms [2022-04-11 16:02:23 main:574] : INFO : Epoch 1656 | loss: 0.0311996 | val_loss: 0.0312065 | Time: 1053.56 ms [2022-04-11 16:02:24 main:574] : INFO : Epoch 1657 | loss: 0.0312 | val_loss: 0.031203 | Time: 1054.81 ms [2022-04-11 16:02:25 main:574] : INFO : Epoch 1658 | loss: 0.0311996 | val_loss: 0.0312026 | Time: 1051.36 ms [2022-04-11 16:02:26 main:574] : INFO : Epoch 1659 | loss: 0.0312 | val_loss: 0.0312024 | Time: 1056.78 ms [2022-04-11 16:02:27 main:574] : INFO : Epoch 1660 | loss: 0.0312002 | val_loss: 0.0312028 | Time: 1050.38 ms [2022-04-11 16:02:29 main:574] : INFO : Epoch 1661 | loss: 0.0312008 | val_loss: 0.0312028 | Time: 1054.5 ms [2022-04-11 16:02:30 main:574] : INFO : Epoch 1662 | loss: 0.0311996 | val_loss: 0.0312031 | Time: 1049.91 ms [2022-04-11 16:02:31 main:574] : INFO : Epoch 1663 | loss: 0.0312012 | val_loss: 0.0312102 | Time: 1054.75 ms [2022-04-11 16:02:32 main:574] : INFO : Epoch 1664 | loss: 0.0312027 | val_loss: 0.031202 | Time: 1049.25 ms [2022-04-11 16:02:33 main:574] : INFO : Epoch 1665 | loss: 0.0312006 | val_loss: 0.0312046 | Time: 1054.58 ms [2022-04-11 16:02:34 main:574] : INFO : Epoch 1666 | loss: 0.0312022 | val_loss: 0.0312148 | Time: 1051.6 ms [2022-04-11 16:02:35 main:574] : INFO : Epoch 1667 | loss: 0.0312045 | val_loss: 0.0312026 | Time: 1056.53 ms [2022-04-11 16:02:36 main:574] : INFO : Epoch 1668 | loss: 0.0312003 | val_loss: 0.0312024 | Time: 1051.19 ms [2022-04-11 16:02:38 main:574] : INFO : Epoch 1669 | loss: 0.0311997 | val_loss: 0.0312031 | Time: 1054.3 ms [2022-04-11 16:02:39 main:574] : INFO : Epoch 1670 | loss: 0.0311993 | val_loss: 0.0312041 | Time: 1049.59 ms [2022-04-11 16:02:40 main:574] : INFO : Epoch 1671 | loss: 0.0311993 | val_loss: 0.0312022 | Time: 1054.52 ms [2022-04-11 16:02:41 main:574] : INFO : Epoch 1672 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 1047.51 ms [2022-04-11 16:02:42 main:574] : INFO : Epoch 1673 | loss: 0.0311991 | val_loss: 0.0312028 | Time: 1057.44 ms [2022-04-11 16:02:43 main:574] : INFO : Epoch 1674 | loss: 0.0311989 | val_loss: 0.0312009 | Time: 1051.48 ms [2022-04-11 16:02:44 main:574] : INFO : Epoch 1675 | loss: 0.0311983 | val_loss: 0.0312037 | Time: 1051.99 ms [2022-04-11 16:02:46 main:574] : INFO : Epoch 1676 | loss: 0.0311986 | val_loss: 0.0312004 | Time: 1049.8 ms [2022-04-11 16:02:47 main:574] : INFO : Epoch 1677 | loss: 0.031198 | val_loss: 0.0312012 | Time: 1057.01 ms [2022-04-11 16:02:48 main:574] : INFO : Epoch 1678 | loss: 0.0311977 | val_loss: 0.031201 | Time: 1049.18 ms [2022-04-11 16:02:49 main:574] : INFO : Epoch 1679 | loss: 0.0312008 | val_loss: 0.031209 | Time: 1054.21 ms [2022-04-11 16:02:50 main:574] : INFO : Epoch 1680 | loss: 0.0312008 | val_loss: 0.0312036 | Time: 1051.84 ms [2022-04-11 16:02:51 main:574] : INFO : Epoch 1681 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 1054.84 ms [2022-04-11 16:02:52 main:574] : INFO : Epoch 1682 | loss: 0.0311988 | val_loss: 0.0312013 | Time: 1053.12 ms [2022-04-11 16:02:53 main:574] : INFO : Epoch 1683 | loss: 0.0311992 | val_loss: 0.0312013 | Time: 1056.85 ms [2022-04-11 16:02:55 main:574] : INFO : Epoch 1684 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 1053.65 ms [2022-04-11 16:02:56 main:574] : INFO : Epoch 1685 | loss: 0.0312005 | val_loss: 0.0312024 | Time: 1057.27 ms [2022-04-11 16:02:57 main:574] : INFO : Epoch 1686 | loss: 0.0311991 | val_loss: 0.0312035 | Time: 1050.2 ms [2022-04-11 16:02:58 main:574] : INFO : Epoch 1687 | loss: 0.0312004 | val_loss: 0.0312065 | Time: 1055.84 ms [2022-04-11 16:02:59 main:574] : INFO : Epoch 1688 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 1047.91 ms [2022-04-11 16:03:00 main:574] : INFO : Epoch 1689 | loss: 0.0311981 | val_loss: 0.0312028 | Time: 1057.32 ms [2022-04-11 16:03:01 main:574] : INFO : Epoch 1690 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 1049.37 ms [2022-04-11 16:03:02 main:574] : INFO : Epoch 1691 | loss: 0.0311987 | val_loss: 0.0312 | Time: 1057.06 ms [2022-04-11 16:03:04 main:574] : INFO : Epoch 1692 | loss: 0.0311986 | val_loss: 0.0311997 | Time: 1050.54 ms [2022-04-11 16:03:05 main:574] : INFO : Epoch 1693 | loss: 0.0311972 | val_loss: 0.0312004 | Time: 1057.26 ms [2022-04-11 16:03:06 main:574] : INFO : Epoch 1694 | loss: 0.031197 | val_loss: 0.0312028 | Time: 1049.54 ms [2022-04-11 16:03:07 main:574] : INFO : Epoch 1695 | loss: 0.0311989 | val_loss: 0.0312007 | Time: 1053.52 ms [2022-04-11 16:03:08 main:574] : INFO : Epoch 1696 | loss: 0.0311972 | val_loss: 0.0312034 | Time: 1050.47 ms [2022-04-11 16:03:09 main:574] : INFO : Epoch 1697 | loss: 0.031198 | val_loss: 0.0312 | Time: 1055.94 ms [2022-04-11 16:03:10 main:574] : INFO : Epoch 1698 | loss: 0.0311974 | val_loss: 0.0312012 | Time: 1051.03 ms [2022-04-11 16:03:11 main:574] : INFO : Epoch 1699 | loss: 0.0311968 | val_loss: 0.0312009 | Time: 1054.33 ms [2022-04-11 16:03:13 main:574] : INFO : Epoch 1700 | loss: 0.0311988 | val_loss: 0.0312028 | Time: 1053.09 ms [2022-04-11 16:03:14 main:574] : INFO : Epoch 1701 | loss: 0.031197 | val_loss: 0.031205 | Time: 1052.72 ms [2022-04-11 16:03:15 main:574] : INFO : Epoch 1702 | loss: 0.0311979 | val_loss: 0.0312009 | Time: 1048.68 ms [2022-04-11 16:03:16 main:574] : INFO : Epoch 1703 | loss: 0.0311971 | val_loss: 0.0312005 | Time: 1052.42 ms [2022-04-11 16:03:17 main:574] : INFO : Epoch 1704 | loss: 0.0311975 | val_loss: 0.0312012 | Time: 1058.47 ms [2022-04-11 16:03:18 main:574] : INFO : Epoch 1705 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1051.27 ms [2022-04-11 16:03:19 main:574] : INFO : Epoch 1706 | loss: 0.0311999 | val_loss: 0.0312024 | Time: 1052.81 ms [2022-04-11 16:03:20 main:574] : INFO : Epoch 1707 | loss: 0.0311966 | val_loss: 0.0312 | Time: 1051.71 ms [2022-04-11 16:03:22 main:574] : INFO : Epoch 1708 | loss: 0.0311985 | val_loss: 0.0312001 | Time: 1056.76 ms [2022-04-11 16:03:23 main:574] : INFO : Epoch 1709 | loss: 0.0311967 | val_loss: 0.0312015 | Time: 1054.24 ms [2022-04-11 16:03:24 main:574] : INFO : Epoch 1710 | loss: 0.0311997 | val_loss: 0.0311992 | Time: 1055.12 ms [2022-04-11 16:03:25 main:574] : INFO : Epoch 1711 | loss: 0.0311964 | val_loss: 0.0311993 | Time: 1050.62 ms [2022-04-11 16:03:26 main:574] : INFO : Epoch 1712 | loss: 0.0311962 | val_loss: 0.0312003 | Time: 1057.86 ms [2022-04-11 16:03:27 main:574] : INFO : Epoch 1713 | loss: 0.0311963 | val_loss: 0.0311994 | Time: 1051.75 ms [2022-04-11 16:03:28 main:574] : INFO : Epoch 1714 | loss: 0.0311968 | val_loss: 0.0312056 | Time: 1055.87 ms [2022-04-11 16:03:30 main:574] : INFO : Epoch 1715 | loss: 0.031198 | val_loss: 0.0312042 | Time: 1050.13 ms [2022-04-11 16:03:31 main:574] : INFO : Epoch 1716 | loss: 0.0311974 | val_loss: 0.0311996 | Time: 1061.06 ms [2022-04-11 16:03:32 main:574] : INFO : Epoch 1717 | loss: 0.031196 | val_loss: 0.031199 | Time: 1051.37 ms [2022-04-11 16:03:33 main:574] : INFO : Epoch 1718 | loss: 0.0311975 | val_loss: 0.0312032 | Time: 1055.37 ms [2022-04-11 16:03:34 main:574] : INFO : Epoch 1719 | loss: 0.0312005 | val_loss: 0.0311989 | Time: 1052.35 ms [2022-04-11 16:03:35 main:574] : INFO : Epoch 1720 | loss: 0.0311971 | val_loss: 0.0312053 | Time: 1058.5 ms [2022-04-11 16:03:36 main:574] : INFO : Epoch 1721 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 1055.84 ms [2022-04-11 16:03:37 main:574] : INFO : Epoch 1722 | loss: 0.031196 | val_loss: 0.0311999 | Time: 1057.1 ms [2022-04-11 16:03:39 main:574] : INFO : Epoch 1723 | loss: 0.0311964 | val_loss: 0.031199 | Time: 1050.77 ms [2022-04-11 16:03:40 main:574] : INFO : Epoch 1724 | loss: 0.0311966 | val_loss: 0.0312039 | Time: 1060.3 ms [2022-04-11 16:03:41 main:574] : INFO : Epoch 1725 | loss: 0.0311966 | val_loss: 0.0311994 | Time: 1052.57 ms [2022-04-11 16:03:42 main:574] : INFO : Epoch 1726 | loss: 0.031196 | val_loss: 0.0311989 | Time: 1053.85 ms [2022-04-11 16:03:43 main:574] : INFO : Epoch 1727 | loss: 0.0311951 | val_loss: 0.0311997 | Time: 1049.12 ms [2022-04-11 16:03:44 main:574] : INFO : Epoch 1728 | loss: 0.031195 | val_loss: 0.0311994 | Time: 1056.7 ms [2022-04-11 16:03:45 main:574] : INFO : Epoch 1729 | loss: 0.0311955 | val_loss: 0.0312103 | Time: 1053.1 ms [2022-04-11 16:03:47 main:574] : INFO : Epoch 1730 | loss: 0.0311988 | val_loss: 0.0311989 | Time: 1054.58 ms [2022-04-11 16:03:48 main:574] : INFO : Epoch 1731 | loss: 0.0311964 | val_loss: 0.0312002 | Time: 1048.52 ms [2022-04-11 16:03:49 main:574] : INFO : Epoch 1732 | loss: 0.031197 | val_loss: 0.0311987 | Time: 1057.19 ms [2022-04-11 16:03:50 main:574] : INFO : Epoch 1733 | loss: 0.0311982 | val_loss: 0.0312015 | Time: 1052.32 ms [2022-04-11 16:03:51 main:574] : INFO : Epoch 1734 | loss: 0.0311958 | val_loss: 0.0311977 | Time: 1055.18 ms [2022-04-11 16:03:52 main:574] : INFO : Epoch 1735 | loss: 0.0311984 | val_loss: 0.0312001 | Time: 1050.14 ms [2022-04-11 16:03:53 main:574] : INFO : Epoch 1736 | loss: 0.0311962 | val_loss: 0.0311982 | Time: 1058.41 ms [2022-04-11 16:03:54 main:574] : INFO : Epoch 1737 | loss: 0.0311953 | val_loss: 0.0312021 | Time: 1051.3 ms [2022-04-11 16:03:56 main:574] : INFO : Epoch 1738 | loss: 0.0311972 | val_loss: 0.0311975 | Time: 1056.13 ms [2022-04-11 16:03:57 main:574] : INFO : Epoch 1739 | loss: 0.0311975 | val_loss: 0.0312036 | Time: 1050.59 ms [2022-04-11 16:03:58 main:574] : INFO : Epoch 1740 | loss: 0.0311965 | val_loss: 0.0311978 | Time: 1059.54 ms [2022-04-11 16:03:59 main:574] : INFO : Epoch 1741 | loss: 0.0311954 | val_loss: 0.0312014 | Time: 1053.73 ms [2022-04-11 16:04:00 main:574] : INFO : Epoch 1742 | loss: 0.0311979 | val_loss: 0.0312113 | Time: 1056.37 ms [2022-04-11 16:04:01 main:574] : INFO : Epoch 1743 | loss: 0.0311992 | val_loss: 0.0312039 | Time: 1050.39 ms [2022-04-11 16:04:02 main:574] : INFO : Epoch 1744 | loss: 0.0311964 | val_loss: 0.031198 | Time: 1058.35 ms [2022-04-11 16:04:04 main:574] : INFO : Epoch 1745 | loss: 0.0311944 | val_loss: 0.0311983 | Time: 1053.1 ms [2022-04-11 16:04:05 main:574] : INFO : Epoch 1746 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 1055.85 ms [2022-04-11 16:04:06 main:574] : INFO : Epoch 1747 | loss: 0.0311945 | val_loss: 0.0312 | Time: 1051.07 ms [2022-04-11 16:04:07 main:574] : INFO : Epoch 1748 | loss: 0.031195 | val_loss: 0.0311985 | Time: 1057.42 ms [2022-04-11 16:04:08 main:574] : INFO : Epoch 1749 | loss: 0.031199 | val_loss: 0.0312061 | Time: 1051.47 ms [2022-04-11 16:04:09 main:574] : INFO : Epoch 1750 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 1053.16 ms [2022-04-11 16:04:10 main:574] : INFO : Epoch 1751 | loss: 0.0311945 | val_loss: 0.031197 | Time: 1049.27 ms [2022-04-11 16:04:12 main:574] : INFO : Epoch 1752 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 1056.98 ms [2022-04-11 16:04:13 main:574] : INFO : Epoch 1753 | loss: 0.0311942 | val_loss: 0.0311983 | Time: 1053.71 ms [2022-04-11 16:04:14 main:574] : INFO : Epoch 1754 | loss: 0.0311946 | val_loss: 0.0311989 | Time: 1055.07 ms [2022-04-11 16:04:15 main:574] : INFO : Epoch 1755 | loss: 0.0311958 | val_loss: 0.0311978 | Time: 1051.8 ms [2022-04-11 16:04:16 main:574] : INFO : Epoch 1756 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 1059.56 ms [2022-04-11 16:04:17 main:574] : INFO : Epoch 1757 | loss: 0.0311961 | val_loss: 0.031196 | Time: 1053.54 ms [2022-04-11 16:04:18 main:574] : INFO : Epoch 1758 | loss: 0.0311936 | val_loss: 0.0311952 | Time: 1055.03 ms [2022-04-11 16:04:19 main:574] : INFO : Epoch 1759 | loss: 0.0311938 | val_loss: 0.0311961 | Time: 1049.37 ms [2022-04-11 16:04:21 main:574] : INFO : Epoch 1760 | loss: 0.031193 | val_loss: 0.0311999 | Time: 1060.39 ms [2022-04-11 16:04:22 main:574] : INFO : Epoch 1761 | loss: 0.0311951 | val_loss: 0.031197 | Time: 1053 ms [2022-04-11 16:04:23 main:574] : INFO : Epoch 1762 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 1055.12 ms [2022-04-11 16:04:24 main:574] : INFO : Epoch 1763 | loss: 0.0311974 | val_loss: 0.0311955 | Time: 1049.66 ms [2022-04-11 16:04:25 main:574] : INFO : Epoch 1764 | loss: 0.0311947 | val_loss: 0.0312013 | Time: 1057.65 ms [2022-04-11 16:04:26 main:574] : INFO : Epoch 1765 | loss: 0.0311943 | val_loss: 0.031196 | Time: 1052.27 ms [2022-04-11 16:04:27 main:574] : INFO : Epoch 1766 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 1054.9 ms [2022-04-11 16:04:29 main:574] : INFO : Epoch 1767 | loss: 0.0311919 | val_loss: 0.0311956 | Time: 1051.31 ms [2022-04-11 16:04:30 main:574] : INFO : Epoch 1768 | loss: 0.0311914 | val_loss: 0.0311981 | Time: 1055.24 ms [2022-04-11 16:04:31 main:574] : INFO : Epoch 1769 | loss: 0.0311915 | val_loss: 0.031195 | Time: 1053.09 ms [2022-04-11 16:04:32 main:574] : INFO : Epoch 1770 | loss: 0.0311915 | val_loss: 0.0311962 | Time: 1056.3 ms [2022-04-11 16:04:33 main:574] : INFO : Epoch 1771 | loss: 0.0311924 | val_loss: 0.0311993 | Time: 1050.62 ms [2022-04-11 16:04:34 main:574] : INFO : Epoch 1772 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 1056.15 ms [2022-04-11 16:04:35 main:574] : INFO : Epoch 1773 | loss: 0.0311919 | val_loss: 0.0311961 | Time: 1054.23 ms [2022-04-11 16:04:36 main:574] : INFO : Epoch 1774 | loss: 0.0311929 | val_loss: 0.0311962 | Time: 1055.42 ms [2022-04-11 16:04:38 main:574] : INFO : Epoch 1775 | loss: 0.0311916 | val_loss: 0.0311963 | Time: 1050.78 ms [2022-04-11 16:04:39 main:574] : INFO : Epoch 1776 | loss: 0.0311931 | val_loss: 0.0312001 | Time: 1061.81 ms [2022-04-11 16:04:40 main:574] : INFO : Epoch 1777 | loss: 0.0311924 | val_loss: 0.0311966 | Time: 1046.38 ms [2022-04-11 16:04:41 main:574] : INFO : Epoch 1778 | loss: 0.0311909 | val_loss: 0.031209 | Time: 1054.63 ms [2022-04-11 16:04:42 main:574] : INFO : Epoch 1779 | loss: 0.0311958 | val_loss: 0.0312127 | Time: 1048.86 ms [2022-04-11 16:04:43 main:574] : INFO : Epoch 1780 | loss: 0.031198 | val_loss: 0.0312013 | Time: 1056.8 ms [2022-04-11 16:04:44 main:574] : INFO : Epoch 1781 | loss: 0.031191 | val_loss: 0.0311957 | Time: 1049.82 ms [2022-04-11 16:04:46 main:574] : INFO : Epoch 1782 | loss: 0.0311899 | val_loss: 0.031197 | Time: 1055.79 ms [2022-04-11 16:04:47 main:574] : INFO : Epoch 1783 | loss: 0.0311903 | val_loss: 0.0311969 | Time: 1048.88 ms [2022-04-11 16:04:48 main:574] : INFO : Epoch 1784 | loss: 0.0311902 | val_loss: 0.0312066 | Time: 1059.18 ms [2022-04-11 16:04:49 main:574] : INFO : Epoch 1785 | loss: 0.0311941 | val_loss: 0.0312036 | Time: 1052.71 ms [2022-04-11 16:04:50 main:574] : INFO : Epoch 1786 | loss: 0.0311932 | val_loss: 0.0311973 | Time: 1056.12 ms [2022-04-11 16:04:51 main:574] : INFO : Epoch 1787 | loss: 0.0311917 | val_loss: 0.0311956 | Time: 1051.57 ms [2022-04-11 16:04:52 main:574] : INFO : Epoch 1788 | loss: 0.0311907 | val_loss: 0.0311968 | Time: 1059.26 ms [2022-04-11 16:04:53 main:574] : INFO : Epoch 1789 | loss: 0.0311893 | val_loss: 0.0311967 | Time: 1055.3 ms [2022-04-11 16:04:55 main:574] : INFO : Epoch 1790 | loss: 0.03119 | val_loss: 0.0311998 | Time: 1055.26 ms [2022-04-11 16:04:56 main:574] : INFO : Epoch 1791 | loss: 0.0311922 | val_loss: 0.0311971 | Time: 1050.8 ms [2022-04-11 16:04:57 main:574] : INFO : Epoch 1792 | loss: 0.0311896 | val_loss: 0.0311969 | Time: 1060.68 ms [2022-04-11 16:04:58 main:574] : INFO : Epoch 1793 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 1050.57 ms [2022-04-11 16:04:59 main:574] : INFO : Epoch 1794 | loss: 0.0311903 | val_loss: 0.0311961 | Time: 1053.58 ms [2022-04-11 16:05:00 main:574] : INFO : Epoch 1795 | loss: 0.0311908 | val_loss: 0.0312011 | Time: 1051.54 ms [2022-04-11 16:05:01 main:574] : INFO : Epoch 1796 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 1059.46 ms [2022-04-11 16:05:02 main:574] : INFO : Epoch 1797 | loss: 0.0311886 | val_loss: 0.0311972 | Time: 1052.64 ms [2022-04-11 16:05:04 main:574] : INFO : Epoch 1798 | loss: 0.03119 | val_loss: 0.0311992 | Time: 1055.2 ms [2022-04-11 16:05:05 main:574] : INFO : Epoch 1799 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 1054.2 ms [2022-04-11 16:05:06 main:574] : INFO : Epoch 1800 | loss: 0.0311916 | val_loss: 0.0311992 | Time: 1062.16 ms [2022-04-11 16:05:07 main:574] : INFO : Epoch 1801 | loss: 0.0311941 | val_loss: 0.0312076 | Time: 1051.8 ms [2022-04-11 16:05:08 main:574] : INFO : Epoch 1802 | loss: 0.0311952 | val_loss: 0.031208 | Time: 1054.39 ms [2022-04-11 16:05:09 main:574] : INFO : Epoch 1803 | loss: 0.0312067 | val_loss: 0.0312018 | Time: 1050.24 ms [2022-04-11 16:05:10 main:574] : INFO : Epoch 1804 | loss: 0.0312013 | val_loss: 0.0312012 | Time: 1058.26 ms [2022-04-11 16:05:12 main:574] : INFO : Epoch 1805 | loss: 0.0311991 | val_loss: 0.0311979 | Time: 1053.8 ms [2022-04-11 16:05:13 main:574] : INFO : Epoch 1806 | loss: 0.0311979 | val_loss: 0.031206 | Time: 1055.53 ms [2022-04-11 16:05:14 main:574] : INFO : Epoch 1807 | loss: 0.0312031 | val_loss: 0.0311975 | Time: 1049.76 ms [2022-04-11 16:05:15 main:574] : INFO : Epoch 1808 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 1059.98 ms [2022-04-11 16:05:16 main:574] : INFO : Epoch 1809 | loss: 0.0311963 | val_loss: 0.0311952 | Time: 1053.82 ms [2022-04-11 16:05:17 main:574] : INFO : Epoch 1810 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 1053.39 ms [2022-04-11 16:05:18 main:574] : INFO : Epoch 1811 | loss: 0.0311952 | val_loss: 0.0311945 | Time: 1048.72 ms [2022-04-11 16:05:19 main:574] : INFO : Epoch 1812 | loss: 0.0311994 | val_loss: 0.031194 | Time: 1058.25 ms [2022-04-11 16:05:21 main:574] : INFO : Epoch 1813 | loss: 0.0311952 | val_loss: 0.031196 | Time: 1053.06 ms [2022-04-11 16:05:22 main:574] : INFO : Epoch 1814 | loss: 0.0311956 | val_loss: 0.0312006 | Time: 1057.08 ms [2022-04-11 16:05:23 main:574] : INFO : Epoch 1815 | loss: 0.031202 | val_loss: 0.0311996 | Time: 1051.71 ms [2022-04-11 16:05:24 main:574] : INFO : Epoch 1816 | loss: 0.0312071 | val_loss: 0.0312067 | Time: 1059.41 ms [2022-04-11 16:05:25 main:574] : INFO : Epoch 1817 | loss: 0.0312078 | val_loss: 0.0312062 | Time: 1053.48 ms [2022-04-11 16:05:26 main:574] : INFO : Epoch 1818 | loss: 0.0312066 | val_loss: 0.0312034 | Time: 1054.52 ms [2022-04-11 16:05:27 main:574] : INFO : Epoch 1819 | loss: 0.0312043 | val_loss: 0.0312025 | Time: 1049.69 ms [2022-04-11 16:05:29 main:574] : INFO : Epoch 1820 | loss: 0.0312026 | val_loss: 0.0312009 | Time: 1057.35 ms [2022-04-11 16:05:30 main:574] : INFO : Epoch 1821 | loss: 0.031202 | val_loss: 0.031202 | Time: 1052.26 ms [2022-04-11 16:05:31 main:574] : INFO : Epoch 1822 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 1055.16 ms [2022-04-11 16:05:32 main:574] : INFO : Epoch 1823 | loss: 0.0312 | val_loss: 0.0311985 | Time: 1050.26 ms [2022-04-11 16:05:33 main:574] : INFO : Epoch 1824 | loss: 0.0311998 | val_loss: 0.0311996 | Time: 1053.19 ms [2022-04-11 16:05:34 main:574] : INFO : Epoch 1825 | loss: 0.0312 | val_loss: 0.0312005 | Time: 1052.05 ms [2022-04-11 16:05:35 main:574] : INFO : Epoch 1826 | loss: 0.0311986 | val_loss: 0.0311998 | Time: 1056.27 ms [2022-04-11 16:05:36 main:574] : INFO : Epoch 1827 | loss: 0.0311977 | val_loss: 0.0311988 | Time: 1052.78 ms [2022-04-11 16:05:38 main:574] : INFO : Epoch 1828 | loss: 0.0311981 | val_loss: 0.0312022 | Time: 1056.86 ms [2022-04-11 16:05:39 main:574] : INFO : Epoch 1829 | loss: 0.0311988 | val_loss: 0.0311991 | Time: 1053.65 ms [2022-04-11 16:05:40 main:574] : INFO : Epoch 1830 | loss: 0.0311967 | val_loss: 0.0311981 | Time: 1055.46 ms [2022-04-11 16:05:41 main:574] : INFO : Epoch 1831 | loss: 0.0311955 | val_loss: 0.0311981 | Time: 1050.59 ms [2022-04-11 16:05:42 main:574] : INFO : Epoch 1832 | loss: 0.0311945 | val_loss: 0.0311958 | Time: 1060.52 ms [2022-04-11 16:05:43 main:574] : INFO : Epoch 1833 | loss: 0.0311944 | val_loss: 0.0311977 | Time: 1054.64 ms [2022-04-11 16:05:44 main:574] : INFO : Epoch 1834 | loss: 0.0311948 | val_loss: 0.0311977 | Time: 1052.12 ms [2022-04-11 16:05:46 main:574] : INFO : Epoch 1835 | loss: 0.0311969 | val_loss: 0.031202 | Time: 1049.21 ms [2022-04-11 16:05:47 main:574] : INFO : Epoch 1836 | loss: 0.0311979 | val_loss: 0.0311975 | Time: 1058.55 ms [2022-04-11 16:05:48 main:574] : INFO : Epoch 1837 | loss: 0.0311967 | val_loss: 0.0311968 | Time: 1053.24 ms [2022-04-11 16:05:49 main:574] : INFO : Epoch 1838 | loss: 0.0311955 | val_loss: 0.0311974 | Time: 1054.73 ms [2022-04-11 16:05:50 main:574] : INFO : Epoch 1839 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 1050 ms [2022-04-11 16:05:51 main:574] : INFO : Epoch 1840 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 1056.07 ms [2022-04-11 16:05:52 main:574] : INFO : Epoch 1841 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 1051.23 ms [2022-04-11 16:05:53 main:574] : INFO : Epoch 1842 | loss: 0.0311964 | val_loss: 0.0312039 | Time: 1053.45 ms [2022-04-11 16:05:55 main:574] : INFO : Epoch 1843 | loss: 0.0311938 | val_loss: 0.0311957 | Time: 1052.64 ms [2022-04-11 16:05:56 main:574] : INFO : Epoch 1844 | loss: 0.0311927 | val_loss: 0.0312008 | Time: 1056.63 ms [2022-04-11 16:05:57 main:574] : INFO : Epoch 1845 | loss: 0.0311942 | val_loss: 0.0311989 | Time: 1052.87 ms [2022-04-11 16:05:58 main:574] : INFO : Epoch 1846 | loss: 0.0311931 | val_loss: 0.031202 | Time: 1054.23 ms [2022-04-11 16:05:59 main:574] : INFO : Epoch 1847 | loss: 0.0311946 | val_loss: 0.0311961 | Time: 1051.43 ms [2022-04-11 16:06:00 main:574] : INFO : Epoch 1848 | loss: 0.0311919 | val_loss: 0.0311964 | Time: 1059.2 ms [2022-04-11 16:06:01 main:574] : INFO : Epoch 1849 | loss: 0.0311915 | val_loss: 0.0312001 | Time: 1052.74 ms [2022-04-11 16:06:02 main:574] : INFO : Epoch 1850 | loss: 0.031192 | val_loss: 0.031198 | Time: 1053.84 ms [2022-04-11 16:06:04 main:574] : INFO : Epoch 1851 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 1049.43 ms [2022-04-11 16:06:05 main:574] : INFO : Epoch 1852 | loss: 0.0311916 | val_loss: 0.031199 | Time: 1059.97 ms [2022-04-11 16:06:06 main:574] : INFO : Epoch 1853 | loss: 0.0311898 | val_loss: 0.0311942 | Time: 1053.29 ms [2022-04-11 16:06:07 main:574] : INFO : Epoch 1854 | loss: 0.0311889 | val_loss: 0.0311974 | Time: 1053.96 ms [2022-04-11 16:06:08 main:574] : INFO : Epoch 1855 | loss: 0.0311903 | val_loss: 0.0311953 | Time: 1050.42 ms [2022-04-11 16:06:09 main:574] : INFO : Epoch 1856 | loss: 0.0311875 | val_loss: 0.0311945 | Time: 1057.75 ms [2022-04-11 16:06:10 main:574] : INFO : Epoch 1857 | loss: 0.031188 | val_loss: 0.0311963 | Time: 1052.15 ms [2022-04-11 16:06:11 main:574] : INFO : Epoch 1858 | loss: 0.0311887 | val_loss: 0.0311954 | Time: 1057.83 ms [2022-04-11 16:06:13 main:574] : INFO : Epoch 1859 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 1052.19 ms [2022-04-11 16:06:14 main:574] : INFO : Epoch 1860 | loss: 0.0311879 | val_loss: 0.0311945 | Time: 1058.15 ms [2022-04-11 16:06:15 main:574] : INFO : Epoch 1861 | loss: 0.031188 | val_loss: 0.0311952 | Time: 1052.53 ms [2022-04-11 16:06:16 main:574] : INFO : Epoch 1862 | loss: 0.0311912 | val_loss: 0.031196 | Time: 1056.28 ms [2022-04-11 16:06:17 main:574] : INFO : Epoch 1863 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 1047.98 ms [2022-04-11 16:06:18 main:574] : INFO : Epoch 1864 | loss: 0.0311893 | val_loss: 0.0311953 | Time: 1058.5 ms [2022-04-11 16:06:19 main:574] : INFO : Epoch 1865 | loss: 0.0311896 | val_loss: 0.0311982 | Time: 1052.51 ms [2022-04-11 16:06:21 main:574] : INFO : Epoch 1866 | loss: 0.0311931 | val_loss: 0.0312067 | Time: 1054.61 ms [2022-04-11 16:06:22 main:574] : INFO : Epoch 1867 | loss: 0.0311985 | val_loss: 0.0312004 | Time: 1050.6 ms [2022-04-11 16:06:23 main:574] : INFO : Epoch 1868 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 1058.52 ms [2022-04-11 16:06:24 main:574] : INFO : Epoch 1869 | loss: 0.0311925 | val_loss: 0.0311964 | Time: 1056.57 ms [2022-04-11 16:06:25 main:574] : INFO : Epoch 1870 | loss: 0.0311916 | val_loss: 0.0311986 | Time: 1056.88 ms [2022-04-11 16:06:26 main:574] : INFO : Epoch 1871 | loss: 0.0311919 | val_loss: 0.0312001 | Time: 1048.49 ms [2022-04-11 16:06:27 main:574] : INFO : Epoch 1872 | loss: 0.0311918 | val_loss: 0.0311985 | Time: 1049.75 ms [2022-04-11 16:06:29 main:574] : INFO : Epoch 1873 | loss: 0.0311893 | val_loss: 0.0311965 | Time: 1055.8 ms [2022-04-11 16:06:30 main:574] : INFO : Epoch 1874 | loss: 0.0311895 | val_loss: 0.0311954 | Time: 1050.17 ms [2022-04-11 16:06:31 main:574] : INFO : Epoch 1875 | loss: 0.0311895 | val_loss: 0.0311989 | Time: 1055.36 ms [2022-04-11 16:06:32 main:574] : INFO : Epoch 1876 | loss: 0.031193 | val_loss: 0.0311964 | Time: 1052.72 ms [2022-04-11 16:06:33 main:574] : INFO : Epoch 1877 | loss: 0.0311892 | val_loss: 0.0311963 | Time: 1057.58 ms [2022-04-11 16:06:34 main:574] : INFO : Epoch 1878 | loss: 0.0311889 | val_loss: 0.0311958 | Time: 1051.27 ms [2022-04-11 16:06:35 main:574] : INFO : Epoch 1879 | loss: 0.0311936 | val_loss: 0.0311964 | Time: 1058.43 ms [2022-04-11 16:06:36 main:574] : INFO : Epoch 1880 | loss: 0.0311883 | val_loss: 0.0312036 | Time: 1050.15 ms [2022-04-11 16:06:38 main:574] : INFO : Epoch 1881 | loss: 0.0311878 | val_loss: 0.0312013 | Time: 1057.18 ms [2022-04-11 16:06:39 main:574] : INFO : Epoch 1882 | loss: 0.0311938 | val_loss: 0.0312041 | Time: 1050.56 ms [2022-04-11 16:06:40 main:574] : INFO : Epoch 1883 | loss: 0.031196 | val_loss: 0.0311989 | Time: 1057.56 ms [2022-04-11 16:06:41 main:574] : INFO : Epoch 1884 | loss: 0.0311923 | val_loss: 0.0311937 | Time: 1050.85 ms [2022-04-11 16:06:42 main:574] : INFO : Epoch 1885 | loss: 0.0311918 | val_loss: 0.0311975 | Time: 1055.87 ms [2022-04-11 16:06:43 main:574] : INFO : Epoch 1886 | loss: 0.0312021 | val_loss: 0.0312047 | Time: 1050.86 ms [2022-04-11 16:06:44 main:574] : INFO : Epoch 1887 | loss: 0.0312025 | val_loss: 0.0312012 | Time: 1055.43 ms [2022-04-11 16:06:46 main:574] : INFO : Epoch 1888 | loss: 0.0312021 | val_loss: 0.0311962 | Time: 1050.65 ms [2022-04-11 16:06:47 main:574] : INFO : Epoch 1889 | loss: 0.031198 | val_loss: 0.0311972 | Time: 1056.4 ms [2022-04-11 16:06:48 main:574] : INFO : Epoch 1890 | loss: 0.0311975 | val_loss: 0.0311938 | Time: 1053.35 ms [2022-04-11 16:06:49 main:574] : INFO : Epoch 1891 | loss: 0.0311966 | val_loss: 0.0311929 | Time: 1056.77 ms [2022-04-11 16:06:50 main:574] : INFO : Epoch 1892 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 1051.96 ms [2022-04-11 16:06:51 main:574] : INFO : Epoch 1893 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 1057.53 ms [2022-04-11 16:06:52 main:574] : INFO : Epoch 1894 | loss: 0.0311923 | val_loss: 0.0311972 | Time: 1053.37 ms [2022-04-11 16:06:54 main:574] : INFO : Epoch 1895 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 1056.68 ms [2022-04-11 16:06:55 main:574] : INFO : Epoch 1896 | loss: 0.0311946 | val_loss: 0.0311927 | Time: 1053.29 ms [2022-04-11 16:06:56 main:574] : INFO : Epoch 1897 | loss: 0.031192 | val_loss: 0.0311922 | Time: 1055.16 ms [2022-04-11 16:06:57 main:574] : INFO : Epoch 1898 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 1049.72 ms [2022-04-11 16:06:58 main:574] : INFO : Epoch 1899 | loss: 0.0311927 | val_loss: 0.0311908 | Time: 1055.09 ms [2022-04-11 16:06:59 main:574] : INFO : Epoch 1900 | loss: 0.031193 | val_loss: 0.0311949 | Time: 1049.87 ms [2022-04-11 16:07:00 main:574] : INFO : Epoch 1901 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 1055.17 ms [2022-04-11 16:07:01 main:574] : INFO : Epoch 1902 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 1052.06 ms [2022-04-11 16:07:03 main:574] : INFO : Epoch 1903 | loss: 0.0311915 | val_loss: 0.0311899 | Time: 1054.69 ms [2022-04-11 16:07:04 main:574] : INFO : Epoch 1904 | loss: 0.0311903 | val_loss: 0.0311906 | Time: 1051.62 ms [2022-04-11 16:07:05 main:574] : INFO : Epoch 1905 | loss: 0.0311908 | val_loss: 0.0311942 | Time: 1055.65 ms [2022-04-11 16:07:06 main:574] : INFO : Epoch 1906 | loss: 0.031192 | val_loss: 0.0311902 | Time: 1050.66 ms [2022-04-11 16:07:07 main:574] : INFO : Epoch 1907 | loss: 0.0311899 | val_loss: 0.0311904 | Time: 1058 ms [2022-04-11 16:07:08 main:574] : INFO : Epoch 1908 | loss: 0.03119 | val_loss: 0.0311926 | Time: 1052.17 ms [2022-04-11 16:07:09 main:574] : INFO : Epoch 1909 | loss: 0.03119 | val_loss: 0.0311912 | Time: 1056.7 ms [2022-04-11 16:07:11 main:574] : INFO : Epoch 1910 | loss: 0.0311892 | val_loss: 0.0311899 | Time: 1051.32 ms [2022-04-11 16:07:12 main:574] : INFO : Epoch 1911 | loss: 0.031194 | val_loss: 0.0311932 | Time: 1057.01 ms [2022-04-11 16:07:13 main:574] : INFO : Epoch 1912 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 1052.85 ms [2022-04-11 16:07:14 main:574] : INFO : Epoch 1913 | loss: 0.0311924 | val_loss: 0.0312031 | Time: 1056.14 ms [2022-04-11 16:07:15 main:574] : INFO : Epoch 1914 | loss: 0.0311939 | val_loss: 0.0311911 | Time: 1051.92 ms [2022-04-11 16:07:16 main:574] : INFO : Epoch 1915 | loss: 0.0311899 | val_loss: 0.03119 | Time: 1057.63 ms [2022-04-11 16:07:17 main:574] : INFO : Epoch 1916 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 1052.46 ms [2022-04-11 16:07:18 main:574] : INFO : Epoch 1917 | loss: 0.0311884 | val_loss: 0.031191 | Time: 1059.58 ms [2022-04-11 16:07:20 main:574] : INFO : Epoch 1918 | loss: 0.031188 | val_loss: 0.0311895 | Time: 1052.33 ms [2022-04-11 16:07:21 main:574] : INFO : Epoch 1919 | loss: 0.0311876 | val_loss: 0.0311899 | Time: 1058.71 ms [2022-04-11 16:07:22 main:574] : INFO : Epoch 1920 | loss: 0.0311919 | val_loss: 0.0311987 | Time: 1052.61 ms [2022-04-11 16:07:23 main:574] : INFO : Epoch 1921 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 1055.43 ms [2022-04-11 16:07:24 main:574] : INFO : Epoch 1922 | loss: 0.0311891 | val_loss: 0.0311898 | Time: 1049.93 ms [2022-04-11 16:07:25 main:574] : INFO : Epoch 1923 | loss: 0.0311897 | val_loss: 0.0311977 | Time: 1056.16 ms [2022-04-11 16:07:26 main:574] : INFO : Epoch 1924 | loss: 0.031191 | val_loss: 0.0311932 | Time: 1049.62 ms [2022-04-11 16:07:28 main:574] : INFO : Epoch 1925 | loss: 0.031189 | val_loss: 0.0311917 | Time: 1059.01 ms [2022-04-11 16:07:29 main:574] : INFO : Epoch 1926 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 1049.19 ms [2022-04-11 16:07:30 main:574] : INFO : Epoch 1927 | loss: 0.0311926 | val_loss: 0.0311953 | Time: 1057.91 ms [2022-04-11 16:07:31 main:574] : INFO : Epoch 1928 | loss: 0.031193 | val_loss: 0.0311932 | Time: 1051.07 ms [2022-04-11 16:07:32 main:574] : INFO : Epoch 1929 | loss: 0.0311891 | val_loss: 0.0311905 | Time: 1053.77 ms [2022-04-11 16:07:33 main:574] : INFO : Epoch 1930 | loss: 0.0311883 | val_loss: 0.03119 | Time: 1052.75 ms [2022-04-11 16:07:34 main:574] : INFO : Epoch 1931 | loss: 0.0311879 | val_loss: 0.031192 | Time: 1055.14 ms [2022-04-11 16:07:35 main:574] : INFO : Epoch 1932 | loss: 0.0311885 | val_loss: 0.0311932 | Time: 1053.51 ms [2022-04-11 16:07:37 main:574] : INFO : Epoch 1933 | loss: 0.0311884 | val_loss: 0.0311903 | Time: 1056.7 ms [2022-04-11 16:07:38 main:574] : INFO : Epoch 1934 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 1050.83 ms [2022-04-11 16:07:39 main:574] : INFO : Epoch 1935 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 1056.14 ms [2022-04-11 16:07:40 main:574] : INFO : Epoch 1936 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 1050.19 ms [2022-04-11 16:07:41 main:574] : INFO : Epoch 1937 | loss: 0.0311863 | val_loss: 0.0312026 | Time: 1056.76 ms [2022-04-11 16:07:42 main:574] : INFO : Epoch 1938 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 1050.83 ms [2022-04-11 16:07:43 main:574] : INFO : Epoch 1939 | loss: 0.0311871 | val_loss: 0.0311922 | Time: 1056.36 ms [2022-04-11 16:07:45 main:574] : INFO : Epoch 1940 | loss: 0.0311906 | val_loss: 0.0311907 | Time: 1052.34 ms [2022-04-11 16:07:46 main:574] : INFO : Epoch 1941 | loss: 0.0311881 | val_loss: 0.0311902 | Time: 1053.2 ms [2022-04-11 16:07:47 main:574] : INFO : Epoch 1942 | loss: 0.0311865 | val_loss: 0.0311919 | Time: 1049.78 ms [2022-04-11 16:07:48 main:574] : INFO : Epoch 1943 | loss: 0.0311863 | val_loss: 0.031195 | Time: 1054.88 ms [2022-04-11 16:07:49 main:574] : INFO : Epoch 1944 | loss: 0.0311888 | val_loss: 0.0311907 | Time: 1050.58 ms [2022-04-11 16:07:50 main:574] : INFO : Epoch 1945 | loss: 0.0311901 | val_loss: 0.0311898 | Time: 1054.28 ms [2022-04-11 16:07:51 main:574] : INFO : Epoch 1946 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 1052.19 ms [2022-04-11 16:07:52 main:574] : INFO : Epoch 1947 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 1056.72 ms [2022-04-11 16:07:54 main:574] : INFO : Epoch 1948 | loss: 0.0311862 | val_loss: 0.0311976 | Time: 1050.78 ms [2022-04-11 16:07:55 main:574] : INFO : Epoch 1949 | loss: 0.0311873 | val_loss: 0.03119 | Time: 1054.99 ms [2022-04-11 16:07:56 main:574] : INFO : Epoch 1950 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 1051.23 ms [2022-04-11 16:07:57 main:574] : INFO : Epoch 1951 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 1056.91 ms [2022-04-11 16:07:58 main:574] : INFO : Epoch 1952 | loss: 0.0311866 | val_loss: 0.0311903 | Time: 1052.3 ms [2022-04-11 16:07:59 main:574] : INFO : Epoch 1953 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 1058.49 ms [2022-04-11 16:08:00 main:574] : INFO : Epoch 1954 | loss: 0.0311887 | val_loss: 0.0311984 | Time: 1051.36 ms [2022-04-11 16:08:02 main:574] : INFO : Epoch 1955 | loss: 0.0311892 | val_loss: 0.0311891 | Time: 1058.65 ms [2022-04-11 16:08:03 main:574] : INFO : Epoch 1956 | loss: 0.0311857 | val_loss: 0.0311892 | Time: 1050.67 ms [2022-04-11 16:08:04 main:574] : INFO : Epoch 1957 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 1057.67 ms [2022-04-11 16:08:05 main:574] : INFO : Epoch 1958 | loss: 0.0311883 | val_loss: 0.031192 | Time: 1051.44 ms [2022-04-11 16:08:06 main:574] : INFO : Epoch 1959 | loss: 0.0311878 | val_loss: 0.0311892 | Time: 1057.36 ms [2022-04-11 16:08:07 main:574] : INFO : Epoch 1960 | loss: 0.0311858 | val_loss: 0.0311941 | Time: 1051.15 ms [2022-04-11 16:08:08 main:574] : INFO : Epoch 1961 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 1057.62 ms [2022-04-11 16:08:09 main:574] : INFO : Epoch 1962 | loss: 0.0311854 | val_loss: 0.0311889 | Time: 1053.65 ms [2022-04-11 16:08:11 main:574] : INFO : Epoch 1963 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 1059.17 ms [2022-04-11 16:08:12 main:574] : INFO : Epoch 1964 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 1052.62 ms [2022-04-11 16:08:13 main:574] : INFO : Epoch 1965 | loss: 0.0311861 | val_loss: 0.0311878 | Time: 1055.3 ms [2022-04-11 16:08:14 main:574] : INFO : Epoch 1966 | loss: 0.0311844 | val_loss: 0.0311965 | Time: 1050.83 ms [2022-04-11 16:08:15 main:574] : INFO : Epoch 1967 | loss: 0.0311857 | val_loss: 0.0311891 | Time: 1054.27 ms [2022-04-11 16:08:16 main:574] : INFO : Epoch 1968 | loss: 0.0311862 | val_loss: 0.0311929 | Time: 1053.96 ms [2022-04-11 16:08:17 main:574] : INFO : Epoch 1969 | loss: 0.0311851 | val_loss: 0.0311882 | Time: 1057.6 ms [2022-04-11 16:08:18 main:574] : INFO : Epoch 1970 | loss: 0.0311841 | val_loss: 0.031193 | Time: 1051.44 ms [2022-04-11 16:08:20 main:574] : INFO : Epoch 1971 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 1055.89 ms [2022-04-11 16:08:21 main:574] : INFO : Epoch 1972 | loss: 0.0311858 | val_loss: 0.0311879 | Time: 1052.81 ms [2022-04-11 16:08:22 main:574] : INFO : Epoch 1973 | loss: 0.0311851 | val_loss: 0.0311977 | Time: 1055.65 ms [2022-04-11 16:08:23 main:574] : INFO : Epoch 1974 | loss: 0.0311897 | val_loss: 0.0311889 | Time: 1051.76 ms [2022-04-11 16:08:24 main:574] : INFO : Epoch 1975 | loss: 0.031187 | val_loss: 0.0311887 | Time: 1055.76 ms [2022-04-11 16:08:25 main:574] : INFO : Epoch 1976 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 1053 ms [2022-04-11 16:08:26 main:574] : INFO : Epoch 1977 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 1057.58 ms [2022-04-11 16:08:28 main:574] : INFO : Epoch 1978 | loss: 0.0311853 | val_loss: 0.0311888 | Time: 1050.41 ms [2022-04-11 16:08:29 main:574] : INFO : Epoch 1979 | loss: 0.0311852 | val_loss: 0.0311872 | Time: 1057.27 ms [2022-04-11 16:08:30 main:574] : INFO : Epoch 1980 | loss: 0.0311834 | val_loss: 0.031188 | Time: 1053.34 ms [2022-04-11 16:08:31 main:574] : INFO : Epoch 1981 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 1054.15 ms [2022-04-11 16:08:32 main:574] : INFO : Epoch 1982 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 1051.22 ms [2022-04-11 16:08:33 main:574] : INFO : Epoch 1983 | loss: 0.0311857 | val_loss: 0.031189 | Time: 1057.45 ms [2022-04-11 16:08:34 main:574] : INFO : Epoch 1984 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 1051.84 ms [2022-04-11 16:08:35 main:574] : INFO : Epoch 1985 | loss: 0.031189 | val_loss: 0.0311925 | Time: 1054.38 ms [2022-04-11 16:08:37 main:574] : INFO : Epoch 1986 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 1051.57 ms [2022-04-11 16:08:38 main:574] : INFO : Epoch 1987 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 1055.59 ms [2022-04-11 16:08:39 main:574] : INFO : Epoch 1988 | loss: 0.0311826 | val_loss: 0.0311891 | Time: 1051.44 ms [2022-04-11 16:08:40 main:574] : INFO : Epoch 1989 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 1055.76 ms [2022-04-11 16:08:41 main:574] : INFO : Epoch 1990 | loss: 0.0311866 | val_loss: 0.0311894 | Time: 1051.09 ms [2022-04-11 16:08:42 main:574] : INFO : Epoch 1991 | loss: 0.0311859 | val_loss: 0.0311956 | Time: 1057.85 ms [2022-04-11 16:08:43 main:574] : INFO : Epoch 1992 | loss: 0.0311863 | val_loss: 0.0311917 | Time: 1049.53 ms [2022-04-11 16:08:45 main:574] : INFO : Epoch 1993 | loss: 0.0311828 | val_loss: 0.0311889 | Time: 1056.74 ms [2022-04-11 16:08:46 main:574] : INFO : Epoch 1994 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 1052.62 ms [2022-04-11 16:08:47 main:574] : INFO : Epoch 1995 | loss: 0.0311842 | val_loss: 0.031189 | Time: 1054.91 ms [2022-04-11 16:08:48 main:574] : INFO : Epoch 1996 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 1050.93 ms [2022-04-11 16:08:49 main:574] : INFO : Epoch 1997 | loss: 0.0311887 | val_loss: 0.0311911 | Time: 1053.87 ms [2022-04-11 16:08:50 main:574] : INFO : Epoch 1998 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1051.44 ms [2022-04-11 16:08:51 main:574] : INFO : Epoch 1999 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 1059.12 ms [2022-04-11 16:08:52 main:574] : INFO : Epoch 2000 | loss: 0.0311858 | val_loss: 0.0311908 | Time: 1051.57 ms [2022-04-11 16:08:54 main:574] : INFO : Epoch 2001 | loss: 0.0311864 | val_loss: 0.031194 | Time: 1057.19 ms [2022-04-11 16:08:55 main:574] : INFO : Epoch 2002 | loss: 0.0311861 | val_loss: 0.0311878 | Time: 1050.43 ms [2022-04-11 16:08:56 main:574] : INFO : Epoch 2003 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 1057.73 ms [2022-04-11 16:08:57 main:574] : INFO : Epoch 2004 | loss: 0.031185 | val_loss: 0.0311886 | Time: 1051.05 ms [2022-04-11 16:08:58 main:574] : INFO : Epoch 2005 | loss: 0.0311877 | val_loss: 0.0312004 | Time: 1056.12 ms [2022-04-11 16:08:59 main:574] : INFO : Epoch 2006 | loss: 0.031189 | val_loss: 0.0311893 | Time: 1051.17 ms [2022-04-11 16:09:00 main:574] : INFO : Epoch 2007 | loss: 0.031187 | val_loss: 0.0311889 | Time: 1056.23 ms [2022-04-11 16:09:02 main:574] : INFO : Epoch 2008 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 1051.89 ms [2022-04-11 16:09:03 main:574] : INFO : Epoch 2009 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 1057.8 ms [2022-04-11 16:09:04 main:574] : INFO : Epoch 2010 | loss: 0.0311837 | val_loss: 0.0311902 | Time: 1051.07 ms [2022-04-11 16:09:05 main:574] : INFO : Epoch 2011 | loss: 0.031184 | val_loss: 0.0311891 | Time: 1062.22 ms [2022-04-11 16:09:06 main:574] : INFO : Epoch 2012 | loss: 0.0311848 | val_loss: 0.0311953 | Time: 1052.06 ms [2022-04-11 16:09:07 main:574] : INFO : Epoch 2013 | loss: 0.0311896 | val_loss: 0.0311913 | Time: 1057.81 ms [2022-04-11 16:09:08 main:574] : INFO : Epoch 2014 | loss: 0.0311855 | val_loss: 0.0311925 | Time: 1047.74 ms [2022-04-11 16:09:09 main:574] : INFO : Epoch 2015 | loss: 0.0311838 | val_loss: 0.0311904 | Time: 1056.49 ms [2022-04-11 16:09:11 main:574] : INFO : Epoch 2016 | loss: 0.0311881 | val_loss: 0.0311904 | Time: 1053.55 ms [2022-04-11 16:09:12 main:574] : INFO : Epoch 2017 | loss: 0.0311848 | val_loss: 0.031189 | Time: 1055.3 ms [2022-04-11 16:09:13 main:574] : INFO : Epoch 2018 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 1051.89 ms [2022-04-11 16:09:14 main:574] : INFO : Epoch 2019 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 1057.04 ms [2022-04-11 16:09:15 main:574] : INFO : Epoch 2020 | loss: 0.0311824 | val_loss: 0.031191 | Time: 1049.61 ms [2022-04-11 16:09:16 main:574] : INFO : Epoch 2021 | loss: 0.0311858 | val_loss: 0.0311881 | Time: 1053.92 ms [2022-04-11 16:09:17 main:574] : INFO : Epoch 2022 | loss: 0.0311835 | val_loss: 0.0311882 | Time: 1049.43 ms [2022-04-11 16:09:18 main:574] : INFO : Epoch 2023 | loss: 0.0311816 | val_loss: 0.0311909 | Time: 1056.34 ms [2022-04-11 16:09:20 main:574] : INFO : Epoch 2024 | loss: 0.031187 | val_loss: 0.0311922 | Time: 1054.26 ms [2022-04-11 16:09:21 main:574] : INFO : Epoch 2025 | loss: 0.0311859 | val_loss: 0.0311902 | Time: 1057.25 ms [2022-04-11 16:09:22 main:574] : INFO : Epoch 2026 | loss: 0.0311848 | val_loss: 0.0311894 | Time: 1051.13 ms [2022-04-11 16:09:23 main:574] : INFO : Epoch 2027 | loss: 0.0311833 | val_loss: 0.0311883 | Time: 1056.87 ms [2022-04-11 16:09:24 main:574] : INFO : Epoch 2028 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 1050.35 ms [2022-04-11 16:09:25 main:574] : INFO : Epoch 2029 | loss: 0.0311825 | val_loss: 0.0311958 | Time: 1054.97 ms [2022-04-11 16:09:26 main:574] : INFO : Epoch 2030 | loss: 0.031183 | val_loss: 0.0311891 | Time: 1049.33 ms [2022-04-11 16:09:28 main:574] : INFO : Epoch 2031 | loss: 0.0311827 | val_loss: 0.0311921 | Time: 1055.44 ms [2022-04-11 16:09:29 main:574] : INFO : Epoch 2032 | loss: 0.0311816 | val_loss: 0.0311907 | Time: 1050.97 ms [2022-04-11 16:09:30 main:574] : INFO : Epoch 2033 | loss: 0.0311822 | val_loss: 0.0311918 | Time: 1056.18 ms [2022-04-11 16:09:31 main:574] : INFO : Epoch 2034 | loss: 0.0311851 | val_loss: 0.0311886 | Time: 1046.83 ms [2022-04-11 16:09:32 main:574] : INFO : Epoch 2035 | loss: 0.031181 | val_loss: 0.0311881 | Time: 1056.46 ms [2022-04-11 16:09:33 main:574] : INFO : Epoch 2036 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1052.97 ms [2022-04-11 16:09:34 main:574] : INFO : Epoch 2037 | loss: 0.0311812 | val_loss: 0.0311909 | Time: 1054.26 ms [2022-04-11 16:09:35 main:574] : INFO : Epoch 2038 | loss: 0.03118 | val_loss: 0.0311878 | Time: 1050.55 ms [2022-04-11 16:09:37 main:574] : INFO : Epoch 2039 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 1055.4 ms [2022-04-11 16:09:38 main:574] : INFO : Epoch 2040 | loss: 0.0311788 | val_loss: 0.0311877 | Time: 1050.74 ms [2022-04-11 16:09:39 main:574] : INFO : Epoch 2041 | loss: 0.03118 | val_loss: 0.0311872 | Time: 1057.82 ms [2022-04-11 16:09:40 main:574] : INFO : Epoch 2042 | loss: 0.0311832 | val_loss: 0.0311865 | Time: 1050.15 ms [2022-04-11 16:09:41 main:574] : INFO : Epoch 2043 | loss: 0.0311797 | val_loss: 0.031187 | Time: 1058.53 ms [2022-04-11 16:09:42 main:574] : INFO : Epoch 2044 | loss: 0.0311824 | val_loss: 0.0311885 | Time: 1049.34 ms [2022-04-11 16:09:43 main:574] : INFO : Epoch 2045 | loss: 0.0311837 | val_loss: 0.0311959 | Time: 1059.86 ms [2022-04-11 16:09:44 main:574] : INFO : Epoch 2046 | loss: 0.0311868 | val_loss: 0.0311914 | Time: 1051.77 ms [2022-04-11 16:09:46 main:574] : INFO : Epoch 2047 | loss: 0.0311826 | val_loss: 0.0311905 | Time: 1055.34 ms [2022-04-11 16:09:47 main:574] : INFO : Epoch 2048 | loss: 0.0311828 | val_loss: 0.0311905 | Time: 1050.52 ms [2022-04-11 16:09:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311905 [2022-04-11 16:09:47 main:603] : INFO : Saving end state to config to file [2022-04-11 16:09:47 main:608] : INFO : Success, exiting.. 16:09:47 (7784): 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)