Task 4339780
| Name | ParityMachine-1612383732-5596-3_1 |
| Workunit | 2273587 |
| Created | 6 Mar 2021, 23:13:57 UTC |
| Sent | 7 Mar 2021, 0:07:28 UTC |
| Report deadline | 14 Mar 2021, 0:07:28 UTC |
| Received | 7 Mar 2021, 1:56:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 46 min 54 sec |
| CPU time | 1 hours 44 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311951 | val_loss: 0.0311934 | Time: 3114.44 ms [2021-03-07 02:30:13 main:574] : INFO : Epoch 1543 | loss: 0.0311941 | val_loss: 0.0311932 | Time: 3092.19 ms [2021-03-07 02:30:16 main:574] : INFO : Epoch 1544 | loss: 0.0311935 | val_loss: 0.0311945 | Time: 3108.26 ms [2021-03-07 02:30:19 main:574] : INFO : Epoch 1545 | loss: 0.0311945 | val_loss: 0.0311925 | Time: 3079.26 ms [2021-03-07 02:30:22 main:574] : INFO : Epoch 1546 | loss: 0.031194 | val_loss: 0.031194 | Time: 3099.37 ms [2021-03-07 02:30:26 main:574] : INFO : Epoch 1547 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 3094.82 ms [2021-03-07 02:30:29 main:574] : INFO : Epoch 1548 | loss: 0.0311938 | val_loss: 0.0311931 | Time: 3113.55 ms [2021-03-07 02:30:32 main:574] : INFO : Epoch 1549 | loss: 0.031194 | val_loss: 0.0311939 | Time: 3100.17 ms [2021-03-07 02:30:35 main:574] : INFO : Epoch 1550 | loss: 0.0311926 | val_loss: 0.031193 | Time: 3079.46 ms [2021-03-07 02:30:38 main:574] : INFO : Epoch 1551 | loss: 0.0311937 | val_loss: 0.0311932 | Time: 3126.9 ms [2021-03-07 02:30:41 main:574] : INFO : Epoch 1552 | loss: 0.0311941 | val_loss: 0.0311939 | Time: 3081.24 ms [2021-03-07 02:30:44 main:574] : INFO : Epoch 1553 | loss: 0.0311936 | val_loss: 0.0311976 | Time: 3114.66 ms [2021-03-07 02:30:48 main:574] : INFO : Epoch 1554 | loss: 0.0311944 | val_loss: 0.0311929 | Time: 3087.65 ms [2021-03-07 02:30:51 main:574] : INFO : Epoch 1555 | loss: 0.0311951 | val_loss: 0.0312027 | Time: 3089.08 ms [2021-03-07 02:30:54 main:574] : INFO : Epoch 1556 | loss: 0.0311959 | val_loss: 0.0311942 | Time: 3119.87 ms [2021-03-07 02:30:57 main:574] : INFO : Epoch 1557 | loss: 0.0311932 | val_loss: 0.0311955 | Time: 3085.96 ms [2021-03-07 02:31:00 main:574] : INFO : Epoch 1558 | loss: 0.0311958 | val_loss: 0.0311935 | Time: 3098.89 ms [2021-03-07 02:31:03 main:574] : INFO : Epoch 1559 | loss: 0.0311933 | val_loss: 0.031193 | Time: 3094.94 ms [2021-03-07 02:31:06 main:574] : INFO : Epoch 1560 | loss: 0.0311923 | val_loss: 0.0311926 | Time: 3083.69 ms [2021-03-07 02:31:09 main:574] : INFO : Epoch 1561 | loss: 0.031194 | val_loss: 0.0311987 | Time: 3094.54 ms [2021-03-07 02:31:13 main:574] : INFO : Epoch 1562 | loss: 0.0311959 | val_loss: 0.0311938 | Time: 3099.77 ms [2021-03-07 02:31:16 main:574] : INFO : Epoch 1563 | loss: 0.0311939 | val_loss: 0.0311981 | Time: 3086.43 ms [2021-03-07 02:31:19 main:574] : INFO : Epoch 1564 | loss: 0.031195 | val_loss: 0.031195 | Time: 3118.51 ms [2021-03-07 02:31:22 main:574] : INFO : Epoch 1565 | loss: 0.0311926 | val_loss: 0.0311927 | Time: 3109.1 ms [2021-03-07 02:31:25 main:574] : INFO : Epoch 1566 | loss: 0.0311918 | val_loss: 0.0311922 | Time: 3090.58 ms [2021-03-07 02:31:28 main:574] : INFO : Epoch 1567 | loss: 0.0311943 | val_loss: 0.0311952 | Time: 3106.3 ms [2021-03-07 02:31:31 main:574] : INFO : Epoch 1568 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 3077.81 ms [2021-03-07 02:31:34 main:574] : INFO : Epoch 1569 | loss: 0.0311927 | val_loss: 0.0311944 | Time: 3101.79 ms [2021-03-07 02:31:38 main:574] : INFO : Epoch 1570 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 3094.9 ms [2021-03-07 02:31:41 main:574] : INFO : Epoch 1571 | loss: 0.0311937 | val_loss: 0.0311946 | Time: 3094.8 ms [2021-03-07 02:31:44 main:574] : INFO : Epoch 1572 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 3085.48 ms [2021-03-07 02:31:47 main:574] : INFO : Epoch 1573 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 3093.08 ms [2021-03-07 02:31:50 main:574] : INFO : Epoch 1574 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 3107.49 ms [2021-03-07 02:31:53 main:574] : INFO : Epoch 1575 | loss: 0.0311922 | val_loss: 0.0311934 | Time: 3078.87 ms [2021-03-07 02:31:56 main:574] : INFO : Epoch 1576 | loss: 0.0311924 | val_loss: 0.0311927 | Time: 3099.74 ms [2021-03-07 02:31:59 main:574] : INFO : Epoch 1577 | loss: 0.0311915 | val_loss: 0.0311937 | Time: 3103 ms [2021-03-07 02:32:03 main:574] : INFO : Epoch 1578 | loss: 0.0311927 | val_loss: 0.0311937 | Time: 3092.8 ms [2021-03-07 02:32:06 main:574] : INFO : Epoch 1579 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 3099.07 ms [2021-03-07 02:32:09 main:574] : INFO : Epoch 1580 | loss: 0.0311932 | val_loss: 0.0311953 | Time: 3116.4 ms [2021-03-07 02:32:12 main:574] : INFO : Epoch 1581 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 3108.59 ms [2021-03-07 02:32:15 main:574] : INFO : Epoch 1582 | loss: 0.0311953 | val_loss: 0.0311954 | Time: 3098.77 ms [2021-03-07 02:32:18 main:574] : INFO : Epoch 1583 | loss: 0.0311934 | val_loss: 0.0311949 | Time: 3102.16 ms [2021-03-07 02:32:21 main:574] : INFO : Epoch 1584 | loss: 0.0311919 | val_loss: 0.0311935 | Time: 3115.52 ms [2021-03-07 02:32:24 main:574] : INFO : Epoch 1585 | loss: 0.0311933 | val_loss: 0.0311923 | Time: 3101.35 ms [2021-03-07 02:32:28 main:574] : INFO : Epoch 1586 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 3110.32 ms [2021-03-07 02:32:31 main:574] : INFO : Epoch 1587 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 3122.73 ms [2021-03-07 02:32:34 main:574] : INFO : Epoch 1588 | loss: 0.0311922 | val_loss: 0.0311951 | Time: 3105.29 ms [2021-03-07 02:32:37 main:574] : INFO : Epoch 1589 | loss: 0.0311916 | val_loss: 0.0311933 | Time: 3122.59 ms [2021-03-07 02:32:40 main:574] : INFO : Epoch 1590 | loss: 0.0311911 | val_loss: 0.0311949 | Time: 3103.41 ms [2021-03-07 02:32:43 main:574] : INFO : Epoch 1591 | loss: 0.0311926 | val_loss: 0.0311943 | Time: 3077.62 ms [2021-03-07 02:32:46 main:574] : INFO : Epoch 1592 | loss: 0.031193 | val_loss: 0.0311972 | Time: 3096.98 ms [2021-03-07 02:32:50 main:574] : INFO : Epoch 1593 | loss: 0.0311946 | val_loss: 0.0311943 | Time: 3086.98 ms [2021-03-07 02:32:53 main:574] : INFO : Epoch 1594 | loss: 0.0311936 | val_loss: 0.031196 | Time: 3119.88 ms [2021-03-07 02:32:56 main:574] : INFO : Epoch 1595 | loss: 0.0311939 | val_loss: 0.0311954 | Time: 3085.51 ms [2021-03-07 02:32:59 main:574] : INFO : Epoch 1596 | loss: 0.0311913 | val_loss: 0.0311927 | Time: 3092.69 ms [2021-03-07 02:33:02 main:574] : INFO : Epoch 1597 | loss: 0.0311906 | val_loss: 0.031193 | Time: 3105.82 ms [2021-03-07 02:33:05 main:574] : INFO : Epoch 1598 | loss: 0.0311905 | val_loss: 0.0311941 | Time: 3090.37 ms [2021-03-07 02:33:08 main:574] : INFO : Epoch 1599 | loss: 0.0311906 | val_loss: 0.031194 | Time: 3117.04 ms [2021-03-07 02:33:11 main:574] : INFO : Epoch 1600 | loss: 0.0311914 | val_loss: 0.0311971 | Time: 3094.63 ms [2021-03-07 02:33:15 main:574] : INFO : Epoch 1601 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 3105.08 ms [2021-03-07 02:33:18 main:574] : INFO : Epoch 1602 | loss: 0.0311924 | val_loss: 0.0311927 | Time: 3089.72 ms [2021-03-07 02:33:21 main:574] : INFO : Epoch 1603 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 3107.03 ms [2021-03-07 02:33:24 main:574] : INFO : Epoch 1604 | loss: 0.0311909 | val_loss: 0.0311938 | Time: 3130.58 ms [2021-03-07 02:33:27 main:574] : INFO : Epoch 1605 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 3064.47 ms [2021-03-07 02:33:30 main:574] : INFO : Epoch 1606 | loss: 0.0311908 | val_loss: 0.0311927 | Time: 3082.31 ms [2021-03-07 02:33:33 main:574] : INFO : Epoch 1607 | loss: 0.0311906 | val_loss: 0.0311926 | Time: 3108.84 ms [2021-03-07 02:33:36 main:574] : INFO : Epoch 1608 | loss: 0.0311898 | val_loss: 0.0311919 | Time: 3084.78 ms [2021-03-07 02:33:40 main:574] : INFO : Epoch 1609 | loss: 0.03119 | val_loss: 0.0311929 | Time: 3076.2 ms [2021-03-07 02:33:43 main:574] : INFO : Epoch 1610 | loss: 0.0311907 | val_loss: 0.0311978 | Time: 3095.94 ms [2021-03-07 02:33:46 main:574] : INFO : Epoch 1611 | loss: 0.0311917 | val_loss: 0.0311937 | Time: 3093.74 ms [2021-03-07 02:33:49 main:574] : INFO : Epoch 1612 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 3136.17 ms [2021-03-07 02:33:52 main:574] : INFO : Epoch 1613 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 3093.91 ms [2021-03-07 02:33:55 main:574] : INFO : Epoch 1614 | loss: 0.0311918 | val_loss: 0.0311948 | Time: 3089.65 ms [2021-03-07 02:33:58 main:574] : INFO : Epoch 1615 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 3128.01 ms [2021-03-07 02:34:02 main:574] : INFO : Epoch 1616 | loss: 0.0311896 | val_loss: 0.0311925 | Time: 3113.53 ms [2021-03-07 02:34:05 main:574] : INFO : Epoch 1617 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 3092.62 ms [2021-03-07 02:34:08 main:574] : INFO : Epoch 1618 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 3106.4 ms [2021-03-07 02:34:11 main:574] : INFO : Epoch 1619 | loss: 0.0311903 | val_loss: 0.0311944 | Time: 3124.6 ms [2021-03-07 02:34:14 main:574] : INFO : Epoch 1620 | loss: 0.031194 | val_loss: 0.0311973 | Time: 3102.93 ms [2021-03-07 02:34:17 main:574] : INFO : Epoch 1621 | loss: 0.0311911 | val_loss: 0.0311929 | Time: 3113.87 ms [2021-03-07 02:34:20 main:574] : INFO : Epoch 1622 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 3111.73 ms [2021-03-07 02:34:23 main:574] : INFO : Epoch 1623 | loss: 0.0311905 | val_loss: 0.031194 | Time: 3072.62 ms [2021-03-07 02:34:27 main:574] : INFO : Epoch 1624 | loss: 0.0311905 | val_loss: 0.0311948 | Time: 3105.62 ms [2021-03-07 02:34:30 main:574] : INFO : Epoch 1625 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 3082.44 ms [2021-03-07 02:34:33 main:574] : INFO : Epoch 1626 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 3085.91 ms [2021-03-07 02:34:36 main:574] : INFO : Epoch 1627 | loss: 0.0311893 | val_loss: 0.0311921 | Time: 3116.43 ms [2021-03-07 02:34:39 main:574] : INFO : Epoch 1628 | loss: 0.03119 | val_loss: 0.031192 | Time: 3074.78 ms [2021-03-07 02:34:42 main:574] : INFO : Epoch 1629 | loss: 0.03119 | val_loss: 0.0311932 | Time: 3086.13 ms [2021-03-07 02:34:45 main:574] : INFO : Epoch 1630 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 3071.84 ms [2021-03-07 02:34:48 main:574] : INFO : Epoch 1631 | loss: 0.0311898 | val_loss: 0.0311924 | Time: 3076.01 ms [2021-03-07 02:34:52 main:574] : INFO : Epoch 1632 | loss: 0.0311892 | val_loss: 0.0311925 | Time: 3072.38 ms [2021-03-07 02:34:55 main:574] : INFO : Epoch 1633 | loss: 0.0311906 | val_loss: 0.0311944 | Time: 3092.34 ms [2021-03-07 02:34:58 main:574] : INFO : Epoch 1634 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 3096.66 ms [2021-03-07 02:35:01 main:574] : INFO : Epoch 1635 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 3079.47 ms [2021-03-07 02:35:04 main:574] : INFO : Epoch 1636 | loss: 0.0311892 | val_loss: 0.0311931 | Time: 3091.79 ms [2021-03-07 02:35:07 main:574] : INFO : Epoch 1637 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 3095.73 ms [2021-03-07 02:35:10 main:574] : INFO : Epoch 1638 | loss: 0.0311915 | val_loss: 0.0311933 | Time: 3118.41 ms [2021-03-07 02:35:13 main:574] : INFO : Epoch 1639 | loss: 0.0311894 | val_loss: 0.0311945 | Time: 3071.55 ms [2021-03-07 02:35:16 main:574] : INFO : Epoch 1640 | loss: 0.0311899 | val_loss: 0.0311926 | Time: 3105.52 ms [2021-03-07 02:35:20 main:574] : INFO : Epoch 1641 | loss: 0.0311894 | val_loss: 0.0311954 | Time: 3071.84 ms [2021-03-07 02:35:23 main:574] : INFO : Epoch 1642 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 3076.01 ms [2021-03-07 02:35:26 main:574] : INFO : Epoch 1643 | loss: 0.0311898 | val_loss: 0.0311926 | Time: 3072.44 ms [2021-03-07 02:35:29 main:574] : INFO : Epoch 1644 | loss: 0.03119 | val_loss: 0.031193 | Time: 3102.58 ms [2021-03-07 02:35:32 main:574] : INFO : Epoch 1645 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 3091.26 ms [2021-03-07 02:35:35 main:574] : INFO : Epoch 1646 | loss: 0.0311913 | val_loss: 0.0311991 | Time: 3098.22 ms [2021-03-07 02:35:38 main:574] : INFO : Epoch 1647 | loss: 0.031191 | val_loss: 0.0311946 | Time: 3114.28 ms [2021-03-07 02:35:41 main:574] : INFO : Epoch 1648 | loss: 0.0311894 | val_loss: 0.0311926 | Time: 3145.5 ms [2021-03-07 02:35:45 main:574] : INFO : Epoch 1649 | loss: 0.031189 | val_loss: 0.0311921 | Time: 3104.69 ms [2021-03-07 02:35:48 main:574] : INFO : Epoch 1650 | loss: 0.0311887 | val_loss: 0.0311924 | Time: 3107.66 ms [2021-03-07 02:35:51 main:574] : INFO : Epoch 1651 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 3103.31 ms [2021-03-07 02:35:54 main:574] : INFO : Epoch 1652 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 3110.12 ms [2021-03-07 02:35:57 main:574] : INFO : Epoch 1653 | loss: 0.031188 | val_loss: 0.0311927 | Time: 3130.69 ms [2021-03-07 02:36:00 main:574] : INFO : Epoch 1654 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 3104.72 ms [2021-03-07 02:36:03 main:574] : INFO : Epoch 1655 | loss: 0.0311892 | val_loss: 0.0311936 | Time: 3113.24 ms [2021-03-07 02:36:07 main:574] : INFO : Epoch 1656 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 3093.22 ms [2021-03-07 02:36:10 main:574] : INFO : Epoch 1657 | loss: 0.0311899 | val_loss: 0.0311942 | Time: 3103.19 ms [2021-03-07 02:36:13 main:574] : INFO : Epoch 1658 | loss: 0.031189 | val_loss: 0.0311932 | Time: 3104.87 ms [2021-03-07 02:36:16 main:574] : INFO : Epoch 1659 | loss: 0.0311901 | val_loss: 0.0311945 | Time: 3074.81 ms [2021-03-07 02:36:19 main:574] : INFO : Epoch 1660 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 3133.47 ms [2021-03-07 02:36:22 main:574] : INFO : Epoch 1661 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 3107.78 ms [2021-03-07 02:36:25 main:574] : INFO : Epoch 1662 | loss: 0.031188 | val_loss: 0.0311931 | Time: 3110.15 ms [2021-03-07 02:36:29 main:574] : INFO : Epoch 1663 | loss: 0.0311901 | val_loss: 0.0311958 | Time: 3114.75 ms [2021-03-07 02:36:32 main:574] : INFO : Epoch 1664 | loss: 0.0311885 | val_loss: 0.0311934 | Time: 3100.77 ms [2021-03-07 02:36:35 main:574] : INFO : Epoch 1665 | loss: 0.0311888 | val_loss: 0.0311934 | Time: 3082.01 ms [2021-03-07 02:36:38 main:574] : INFO : Epoch 1666 | loss: 0.0311883 | val_loss: 0.0311914 | Time: 3109.29 ms [2021-03-07 02:36:41 main:574] : INFO : Epoch 1667 | loss: 0.0311901 | val_loss: 0.0311927 | Time: 3082.44 ms [2021-03-07 02:36:44 main:574] : INFO : Epoch 1668 | loss: 0.0311902 | val_loss: 0.0311962 | Time: 3076.73 ms [2021-03-07 02:36:47 main:574] : INFO : Epoch 1669 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 3086.46 ms [2021-03-07 02:36:50 main:574] : INFO : Epoch 1670 | loss: 0.0311879 | val_loss: 0.0311938 | Time: 3130.85 ms [2021-03-07 02:36:53 main:574] : INFO : Epoch 1671 | loss: 0.0311884 | val_loss: 0.0311923 | Time: 3106.85 ms [2021-03-07 02:36:57 main:574] : INFO : Epoch 1672 | loss: 0.0311882 | val_loss: 0.0311917 | Time: 3090.38 ms [2021-03-07 02:37:00 main:574] : INFO : Epoch 1673 | loss: 0.0311877 | val_loss: 0.0311923 | Time: 3111.38 ms [2021-03-07 02:37:03 main:574] : INFO : Epoch 1674 | loss: 0.0311886 | val_loss: 0.0311939 | Time: 3101.37 ms [2021-03-07 02:37:06 main:574] : INFO : Epoch 1675 | loss: 0.0311893 | val_loss: 0.031194 | Time: 3079.08 ms [2021-03-07 02:37:09 main:574] : INFO : Epoch 1676 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 3092.37 ms [2021-03-07 02:37:12 main:574] : INFO : Epoch 1677 | loss: 0.0311877 | val_loss: 0.0311936 | Time: 3112.3 ms [2021-03-07 02:37:15 main:574] : INFO : Epoch 1678 | loss: 0.0311894 | val_loss: 0.0311923 | Time: 3120.77 ms [2021-03-07 02:37:19 main:574] : INFO : Epoch 1679 | loss: 0.031188 | val_loss: 0.0311917 | Time: 3119.73 ms [2021-03-07 02:37:22 main:574] : INFO : Epoch 1680 | loss: 0.0311888 | val_loss: 0.0311918 | Time: 3109.97 ms [2021-03-07 02:37:25 main:574] : INFO : Epoch 1681 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 3115.32 ms [2021-03-07 02:37:28 main:574] : INFO : Epoch 1682 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 3118.14 ms [2021-03-07 02:37:31 main:574] : INFO : Epoch 1683 | loss: 0.0311884 | val_loss: 0.0311924 | Time: 3099.18 ms [2021-03-07 02:37:34 main:574] : INFO : Epoch 1684 | loss: 0.0311905 | val_loss: 0.0311925 | Time: 3096.43 ms [2021-03-07 02:37:37 main:574] : INFO : Epoch 1685 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 3127.18 ms [2021-03-07 02:37:41 main:574] : INFO : Epoch 1686 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 3088.82 ms [2021-03-07 02:37:44 main:574] : INFO : Epoch 1687 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 3119.26 ms [2021-03-07 02:37:47 main:574] : INFO : Epoch 1688 | loss: 0.0311886 | val_loss: 0.031192 | Time: 3101.06 ms [2021-03-07 02:37:50 main:574] : INFO : Epoch 1689 | loss: 0.0311877 | val_loss: 0.0311935 | Time: 3094.91 ms [2021-03-07 02:37:53 main:574] : INFO : Epoch 1690 | loss: 0.0311878 | val_loss: 0.0311971 | Time: 3108.36 ms [2021-03-07 02:37:56 main:574] : INFO : Epoch 1691 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 3131.66 ms [2021-03-07 02:37:59 main:574] : INFO : Epoch 1692 | loss: 0.0311894 | val_loss: 0.031195 | Time: 3108.73 ms [2021-03-07 02:38:03 main:574] : INFO : Epoch 1693 | loss: 0.0311899 | val_loss: 0.0311963 | Time: 3102.55 ms [2021-03-07 02:38:06 main:574] : INFO : Epoch 1694 | loss: 0.0311905 | val_loss: 0.0311989 | Time: 3107.7 ms [2021-03-07 02:38:09 main:574] : INFO : Epoch 1695 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 3109.31 ms [2021-03-07 02:38:12 main:574] : INFO : Epoch 1696 | loss: 0.0311889 | val_loss: 0.0311918 | Time: 3120.14 ms [2021-03-07 02:38:15 main:574] : INFO : Epoch 1697 | loss: 0.0311877 | val_loss: 0.0311926 | Time: 3097.47 ms [2021-03-07 02:38:18 main:574] : INFO : Epoch 1698 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 3111.4 ms [2021-03-07 02:38:21 main:574] : INFO : Epoch 1699 | loss: 0.0311869 | val_loss: 0.0311925 | Time: 3120.48 ms [2021-03-07 02:38:25 main:574] : INFO : Epoch 1700 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 3128.21 ms [2021-03-07 02:38:28 main:574] : INFO : Epoch 1701 | loss: 0.0311889 | val_loss: 0.0312021 | Time: 3114.59 ms [2021-03-07 02:38:31 main:574] : INFO : Epoch 1702 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 3111.31 ms [2021-03-07 02:38:34 main:574] : INFO : Epoch 1703 | loss: 0.0311893 | val_loss: 0.031192 | Time: 3119.26 ms [2021-03-07 02:38:37 main:574] : INFO : Epoch 1704 | loss: 0.0311896 | val_loss: 0.0311933 | Time: 3110.58 ms [2021-03-07 02:38:40 main:574] : INFO : Epoch 1705 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 3101.68 ms [2021-03-07 02:38:43 main:574] : INFO : Epoch 1706 | loss: 0.0311882 | val_loss: 0.0311928 | Time: 3105.39 ms [2021-03-07 02:38:46 main:574] : INFO : Epoch 1707 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 3088.92 ms [2021-03-07 02:38:50 main:574] : INFO : Epoch 1708 | loss: 0.031187 | val_loss: 0.0311927 | Time: 3103.78 ms [2021-03-07 02:38:53 main:574] : INFO : Epoch 1709 | loss: 0.0311868 | val_loss: 0.0311937 | Time: 3124.45 ms [2021-03-07 02:38:56 main:574] : INFO : Epoch 1710 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 3136.63 ms [2021-03-07 02:38:59 main:574] : INFO : Epoch 1711 | loss: 0.0311875 | val_loss: 0.0311916 | Time: 3102.27 ms [2021-03-07 02:39:02 main:574] : INFO : Epoch 1712 | loss: 0.0311866 | val_loss: 0.0311922 | Time: 3123.26 ms [2021-03-07 02:39:05 main:574] : INFO : Epoch 1713 | loss: 0.0311865 | val_loss: 0.0311934 | Time: 3109.94 ms [2021-03-07 02:39:09 main:574] : INFO : Epoch 1714 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 3089.47 ms [2021-03-07 02:39:12 main:574] : INFO : Epoch 1715 | loss: 0.0311891 | val_loss: 0.0311916 | Time: 3123.68 ms [2021-03-07 02:39:15 main:574] : INFO : Epoch 1716 | loss: 0.0311888 | val_loss: 0.031193 | Time: 3114.17 ms [2021-03-07 02:39:18 main:574] : INFO : Epoch 1717 | loss: 0.0311897 | val_loss: 0.0311932 | Time: 3127.61 ms [2021-03-07 02:39:21 main:574] : INFO : Epoch 1718 | loss: 0.0311893 | val_loss: 0.0311948 | Time: 3094.17 ms [2021-03-07 02:39:24 main:574] : INFO : Epoch 1719 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 3107.7 ms [2021-03-07 02:39:27 main:574] : INFO : Epoch 1720 | loss: 0.0311878 | val_loss: 0.0311921 | Time: 3097.64 ms [2021-03-07 02:39:30 main:574] : INFO : Epoch 1721 | loss: 0.0311869 | val_loss: 0.031193 | Time: 3093.61 ms [2021-03-07 02:39:34 main:574] : INFO : Epoch 1722 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 3116.59 ms [2021-03-07 02:39:37 main:574] : INFO : Epoch 1723 | loss: 0.031187 | val_loss: 0.0311924 | Time: 3084.5 ms [2021-03-07 02:39:40 main:574] : INFO : Epoch 1724 | loss: 0.0311882 | val_loss: 0.031192 | Time: 3102.21 ms [2021-03-07 02:39:43 main:574] : INFO : Epoch 1725 | loss: 0.0311866 | val_loss: 0.031192 | Time: 3084.26 ms [2021-03-07 02:39:46 main:574] : INFO : Epoch 1726 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 3076.13 ms [2021-03-07 02:39:49 main:574] : INFO : Epoch 1727 | loss: 0.0311885 | val_loss: 0.0311946 | Time: 3062.06 ms [2021-03-07 02:39:52 main:574] : INFO : Epoch 1728 | loss: 0.0311888 | val_loss: 0.0311918 | Time: 3107.75 ms [2021-03-07 02:39:55 main:574] : INFO : Epoch 1729 | loss: 0.0311877 | val_loss: 0.0311931 | Time: 3097.14 ms [2021-03-07 02:39:58 main:574] : INFO : Epoch 1730 | loss: 0.0311875 | val_loss: 0.0311931 | Time: 3125.93 ms [2021-03-07 02:40:02 main:574] : INFO : Epoch 1731 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 3112.79 ms [2021-03-07 02:40:05 main:574] : INFO : Epoch 1732 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 3076.14 ms [2021-03-07 02:40:08 main:574] : INFO : Epoch 1733 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 3089.28 ms [2021-03-07 02:40:11 main:574] : INFO : Epoch 1734 | loss: 0.031188 | val_loss: 0.0311927 | Time: 3094.87 ms [2021-03-07 02:40:14 main:574] : INFO : Epoch 1735 | loss: 0.0311883 | val_loss: 0.0311925 | Time: 3064.35 ms [2021-03-07 02:40:17 main:574] : INFO : Epoch 1736 | loss: 0.0311884 | val_loss: 0.031194 | Time: 3096.12 ms [2021-03-07 02:40:20 main:574] : INFO : Epoch 1737 | loss: 0.0311896 | val_loss: 0.0311929 | Time: 3100.18 ms [2021-03-07 02:40:23 main:574] : INFO : Epoch 1738 | loss: 0.0311872 | val_loss: 0.0311928 | Time: 3099.01 ms [2021-03-07 02:40:27 main:574] : INFO : Epoch 1739 | loss: 0.0311861 | val_loss: 0.0311927 | Time: 3073.7 ms [2021-03-07 02:40:30 main:574] : INFO : Epoch 1740 | loss: 0.0311864 | val_loss: 0.0311925 | Time: 3129.99 ms [2021-03-07 02:40:33 main:574] : INFO : Epoch 1741 | loss: 0.0311867 | val_loss: 0.0311954 | Time: 3100.01 ms [2021-03-07 02:40:36 main:574] : INFO : Epoch 1742 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 3100.31 ms [2021-03-07 02:40:39 main:574] : INFO : Epoch 1743 | loss: 0.0311885 | val_loss: 0.0311949 | Time: 3096.81 ms [2021-03-07 02:40:42 main:574] : INFO : Epoch 1744 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 3087.88 ms [2021-03-07 02:40:45 main:574] : INFO : Epoch 1745 | loss: 0.0311884 | val_loss: 0.0311932 | Time: 3088.09 ms [2021-03-07 02:40:48 main:574] : INFO : Epoch 1746 | loss: 0.0311876 | val_loss: 0.0311927 | Time: 3113.77 ms [2021-03-07 02:40:52 main:574] : INFO : Epoch 1747 | loss: 0.0311871 | val_loss: 0.0311928 | Time: 3092.3 ms [2021-03-07 02:40:55 main:574] : INFO : Epoch 1748 | loss: 0.0311896 | val_loss: 0.0311994 | Time: 3076.56 ms [2021-03-07 02:40:58 main:574] : INFO : Epoch 1749 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 3103.42 ms [2021-03-07 02:41:01 main:574] : INFO : Epoch 1750 | loss: 0.0311868 | val_loss: 0.0311919 | Time: 3080.58 ms [2021-03-07 02:41:04 main:574] : INFO : Epoch 1751 | loss: 0.0311867 | val_loss: 0.0311956 | Time: 3142.37 ms [2021-03-07 02:41:07 main:574] : INFO : Epoch 1752 | loss: 0.0311868 | val_loss: 0.0311925 | Time: 3087.66 ms [2021-03-07 02:41:10 main:574] : INFO : Epoch 1753 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 3136.18 ms [2021-03-07 02:41:13 main:574] : INFO : Epoch 1754 | loss: 0.0311865 | val_loss: 0.031192 | Time: 3123.17 ms [2021-03-07 02:41:17 main:574] : INFO : Epoch 1755 | loss: 0.0311875 | val_loss: 0.0311944 | Time: 3110.17 ms [2021-03-07 02:41:20 main:574] : INFO : Epoch 1756 | loss: 0.0311869 | val_loss: 0.0311918 | Time: 3104.32 ms [2021-03-07 02:41:23 main:574] : INFO : Epoch 1757 | loss: 0.0311867 | val_loss: 0.0311935 | Time: 3116.51 ms [2021-03-07 02:41:26 main:574] : INFO : Epoch 1758 | loss: 0.0311866 | val_loss: 0.0311931 | Time: 3100.96 ms [2021-03-07 02:41:29 main:574] : INFO : Epoch 1759 | loss: 0.0311866 | val_loss: 0.0311932 | Time: 3126.54 ms [2021-03-07 02:41:32 main:574] : INFO : Epoch 1760 | loss: 0.0311871 | val_loss: 0.0311926 | Time: 3100.13 ms [2021-03-07 02:41:35 main:574] : INFO : Epoch 1761 | loss: 0.031187 | val_loss: 0.031194 | Time: 3106.18 ms [2021-03-07 02:41:39 main:574] : INFO : Epoch 1762 | loss: 0.0311865 | val_loss: 0.0311942 | Time: 3083.6 ms [2021-03-07 02:41:42 main:574] : INFO : Epoch 1763 | loss: 0.031186 | val_loss: 0.0311925 | Time: 3097.26 ms [2021-03-07 02:41:45 main:574] : INFO : Epoch 1764 | loss: 0.0311863 | val_loss: 0.0311936 | Time: 3107.48 ms [2021-03-07 02:41:48 main:574] : INFO : Epoch 1765 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 3079.05 ms [2021-03-07 02:41:51 main:574] : INFO : Epoch 1766 | loss: 0.0311875 | val_loss: 0.0311935 | Time: 3094.91 ms [2021-03-07 02:41:54 main:574] : INFO : Epoch 1767 | loss: 0.0311868 | val_loss: 0.0311933 | Time: 3086.68 ms [2021-03-07 02:41:57 main:574] : INFO : Epoch 1768 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 3075.84 ms [2021-03-07 02:42:00 main:574] : INFO : Epoch 1769 | loss: 0.031188 | val_loss: 0.0311935 | Time: 3067.48 ms [2021-03-07 02:42:03 main:574] : INFO : Epoch 1770 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 3107.35 ms [2021-03-07 02:42:07 main:574] : INFO : Epoch 1771 | loss: 0.0311858 | val_loss: 0.0311926 | Time: 3069.2 ms [2021-03-07 02:42:10 main:574] : INFO : Epoch 1772 | loss: 0.0311858 | val_loss: 0.0311941 | Time: 3112.06 ms [2021-03-07 02:42:13 main:574] : INFO : Epoch 1773 | loss: 0.0311865 | val_loss: 0.0311928 | Time: 3092.55 ms [2021-03-07 02:42:16 main:574] : INFO : Epoch 1774 | loss: 0.031187 | val_loss: 0.0311918 | Time: 3095.18 ms [2021-03-07 02:42:19 main:574] : INFO : Epoch 1775 | loss: 0.0311864 | val_loss: 0.031193 | Time: 3082.08 ms [2021-03-07 02:42:22 main:574] : INFO : Epoch 1776 | loss: 0.0311856 | val_loss: 0.0311914 | Time: 3068.53 ms [2021-03-07 02:42:25 main:574] : INFO : Epoch 1777 | loss: 0.0311853 | val_loss: 0.0311923 | Time: 3087.52 ms [2021-03-07 02:42:28 main:574] : INFO : Epoch 1778 | loss: 0.0311853 | val_loss: 0.0311921 | Time: 3069.89 ms [2021-03-07 02:42:32 main:574] : INFO : Epoch 1779 | loss: 0.0311865 | val_loss: 0.0311936 | Time: 3082.78 ms [2021-03-07 02:42:35 main:574] : INFO : Epoch 1780 | loss: 0.0311871 | val_loss: 0.0311933 | Time: 3135.26 ms [2021-03-07 02:42:38 main:574] : INFO : Epoch 1781 | loss: 0.0311877 | val_loss: 0.0311943 | Time: 3094.13 ms [2021-03-07 02:42:41 main:574] : INFO : Epoch 1782 | loss: 0.0311872 | val_loss: 0.0311926 | Time: 3116.27 ms [2021-03-07 02:42:44 main:574] : INFO : Epoch 1783 | loss: 0.0311862 | val_loss: 0.0311942 | Time: 3094.02 ms [2021-03-07 02:42:47 main:574] : INFO : Epoch 1784 | loss: 0.0311876 | val_loss: 0.0311962 | Time: 3141.98 ms [2021-03-07 02:42:50 main:574] : INFO : Epoch 1785 | loss: 0.031188 | val_loss: 0.031192 | Time: 3088.13 ms [2021-03-07 02:42:54 main:574] : INFO : Epoch 1786 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 3107.06 ms [2021-03-07 02:42:57 main:574] : INFO : Epoch 1787 | loss: 0.0320204 | val_loss: 0.0611448 | Time: 3114.33 ms [2021-03-07 02:43:00 main:574] : INFO : Epoch 1788 | loss: 0.0346892 | val_loss: 0.0318454 | Time: 3118.32 ms [2021-03-07 02:43:03 main:574] : INFO : Epoch 1789 | loss: 0.0314949 | val_loss: 0.0313647 | Time: 3103.02 ms [2021-03-07 02:43:06 main:574] : INFO : Epoch 1790 | loss: 0.0313386 | val_loss: 0.0312814 | Time: 3115.72 ms [2021-03-07 02:43:09 main:574] : INFO : Epoch 1791 | loss: 0.031261 | val_loss: 0.0312529 | Time: 3105.66 ms [2021-03-07 02:43:12 main:574] : INFO : Epoch 1792 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 3098.19 ms [2021-03-07 02:43:16 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3100.52 ms [2021-03-07 02:43:19 main:574] : INFO : Epoch 1794 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3146.39 ms [2021-03-07 02:43:22 main:574] : INFO : Epoch 1795 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3108.57 ms [2021-03-07 02:43:25 main:574] : INFO : Epoch 1796 | loss: 0.03125 | val_loss: 0.03125 | Time: 3135.71 ms [2021-03-07 02:43:28 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3101.43 ms [2021-03-07 02:43:31 main:574] : INFO : Epoch 1798 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3128.41 ms [2021-03-07 02:43:34 main:574] : INFO : Epoch 1799 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 3120.35 ms [2021-03-07 02:43:38 main:574] : INFO : Epoch 1800 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3104.17 ms [2021-03-07 02:43:41 main:574] : INFO : Epoch 1801 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 3098.34 ms [2021-03-07 02:43:44 main:574] : INFO : Epoch 1802 | loss: 0.031249 | val_loss: 0.0312481 | Time: 3102.27 ms [2021-03-07 02:43:47 main:574] : INFO : Epoch 1803 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 3094.84 ms [2021-03-07 02:43:50 main:574] : INFO : Epoch 1804 | loss: 0.0312444 | val_loss: 0.0312435 | Time: 3097.01 ms [2021-03-07 02:43:53 main:574] : INFO : Epoch 1805 | loss: 0.0312424 | val_loss: 0.0312454 | Time: 3117.56 ms [2021-03-07 02:43:56 main:574] : INFO : Epoch 1806 | loss: 0.031242 | val_loss: 0.0312413 | Time: 3110.13 ms [2021-03-07 02:43:59 main:574] : INFO : Epoch 1807 | loss: 0.0312406 | val_loss: 0.031239 | Time: 3105.11 ms [2021-03-07 02:44:03 main:574] : INFO : Epoch 1808 | loss: 0.0312388 | val_loss: 0.0312432 | Time: 3092.37 ms [2021-03-07 02:44:06 main:574] : INFO : Epoch 1809 | loss: 0.0312414 | val_loss: 0.0312491 | Time: 3119.87 ms [2021-03-07 02:44:09 main:574] : INFO : Epoch 1810 | loss: 0.0312402 | val_loss: 0.0312383 | Time: 3113.53 ms [2021-03-07 02:44:12 main:574] : INFO : Epoch 1811 | loss: 0.0312369 | val_loss: 0.0312375 | Time: 3116.17 ms [2021-03-07 02:44:15 main:574] : INFO : Epoch 1812 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 3095.01 ms [2021-03-07 02:44:18 main:574] : INFO : Epoch 1813 | loss: 0.0312371 | val_loss: 0.0312381 | Time: 3094.33 ms [2021-03-07 02:44:21 main:574] : INFO : Epoch 1814 | loss: 0.0312378 | val_loss: 0.0312391 | Time: 3134.16 ms [2021-03-07 02:44:25 main:574] : INFO : Epoch 1815 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 3110.97 ms [2021-03-07 02:44:28 main:574] : INFO : Epoch 1816 | loss: 0.0312352 | val_loss: 0.0312391 | Time: 3108.6 ms [2021-03-07 02:44:31 main:574] : INFO : Epoch 1817 | loss: 0.0312359 | val_loss: 0.0312351 | Time: 3077.08 ms [2021-03-07 02:44:34 main:574] : INFO : Epoch 1818 | loss: 0.0312338 | val_loss: 0.0312348 | Time: 3080.45 ms [2021-03-07 02:44:37 main:574] : INFO : Epoch 1819 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 3111.45 ms [2021-03-07 02:44:40 main:574] : INFO : Epoch 1820 | loss: 0.0312331 | val_loss: 0.0312346 | Time: 3125.12 ms [2021-03-07 02:44:43 main:574] : INFO : Epoch 1821 | loss: 0.0312331 | val_loss: 0.0312343 | Time: 3124.7 ms [2021-03-07 02:44:47 main:574] : INFO : Epoch 1822 | loss: 0.0312326 | val_loss: 0.0312343 | Time: 3114.53 ms [2021-03-07 02:44:50 main:574] : INFO : Epoch 1823 | loss: 0.0312345 | val_loss: 0.0312365 | Time: 3129.3 ms [2021-03-07 02:44:53 main:574] : INFO : Epoch 1824 | loss: 0.0312336 | val_loss: 0.0312343 | Time: 3099.13 ms [2021-03-07 02:44:56 main:574] : INFO : Epoch 1825 | loss: 0.0312326 | val_loss: 0.0312344 | Time: 3084.61 ms [2021-03-07 02:44:59 main:574] : INFO : Epoch 1826 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 3141.48 ms [2021-03-07 02:45:02 main:574] : INFO : Epoch 1827 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 3123.74 ms [2021-03-07 02:45:05 main:574] : INFO : Epoch 1828 | loss: 0.031232 | val_loss: 0.0312342 | Time: 3123.87 ms [2021-03-07 02:45:09 main:574] : INFO : Epoch 1829 | loss: 0.0312328 | val_loss: 0.0312347 | Time: 3101.75 ms [2021-03-07 02:45:12 main:574] : INFO : Epoch 1830 | loss: 0.0312319 | val_loss: 0.0312344 | Time: 3093.92 ms [2021-03-07 02:45:15 main:574] : INFO : Epoch 1831 | loss: 0.0312321 | val_loss: 0.0312344 | Time: 3099.86 ms [2021-03-07 02:45:18 main:574] : INFO : Epoch 1832 | loss: 0.0312329 | val_loss: 0.031234 | Time: 3106.36 ms [2021-03-07 02:45:21 main:574] : INFO : Epoch 1833 | loss: 0.031232 | val_loss: 0.0312348 | Time: 3110.96 ms [2021-03-07 02:45:24 main:574] : INFO : Epoch 1834 | loss: 0.0312321 | val_loss: 0.0312338 | Time: 3138.99 ms [2021-03-07 02:45:27 main:574] : INFO : Epoch 1835 | loss: 0.0312331 | val_loss: 0.0312358 | Time: 3118.85 ms [2021-03-07 02:45:31 main:574] : INFO : Epoch 1836 | loss: 0.0312315 | val_loss: 0.0312327 | Time: 3084.44 ms [2021-03-07 02:45:34 main:574] : INFO : Epoch 1837 | loss: 0.0312325 | val_loss: 0.0312341 | Time: 3111.68 ms [2021-03-07 02:45:37 main:574] : INFO : Epoch 1838 | loss: 0.0312312 | val_loss: 0.0312338 | Time: 3086.76 ms [2021-03-07 02:45:40 main:574] : INFO : Epoch 1839 | loss: 0.0312312 | val_loss: 0.0312335 | Time: 3107.92 ms [2021-03-07 02:45:43 main:574] : INFO : Epoch 1840 | loss: 0.031232 | val_loss: 0.0312346 | Time: 3088.12 ms [2021-03-07 02:45:46 main:574] : INFO : Epoch 1841 | loss: 0.0312319 | val_loss: 0.031234 | Time: 3088.36 ms [2021-03-07 02:45:49 main:574] : INFO : Epoch 1842 | loss: 0.0312307 | val_loss: 0.0312321 | Time: 3128.23 ms [2021-03-07 02:45:52 main:574] : INFO : Epoch 1843 | loss: 0.0312309 | val_loss: 0.0312337 | Time: 3089.7 ms [2021-03-07 02:45:56 main:574] : INFO : Epoch 1844 | loss: 0.0312258 | val_loss: 0.0312238 | Time: 3122.45 ms [2021-03-07 02:45:59 main:574] : INFO : Epoch 1845 | loss: 0.0312225 | val_loss: 0.0312223 | Time: 3102.95 ms [2021-03-07 02:46:02 main:574] : INFO : Epoch 1846 | loss: 0.03122 | val_loss: 0.0312197 | Time: 3108.59 ms [2021-03-07 02:46:05 main:574] : INFO : Epoch 1847 | loss: 0.0312175 | val_loss: 0.031219 | Time: 3090.71 ms [2021-03-07 02:46:08 main:574] : INFO : Epoch 1848 | loss: 0.0312163 | val_loss: 0.0312165 | Time: 3112.16 ms [2021-03-07 02:46:11 main:574] : INFO : Epoch 1849 | loss: 0.0312158 | val_loss: 0.0312162 | Time: 3100.33 ms [2021-03-07 02:46:14 main:574] : INFO : Epoch 1850 | loss: 0.0312166 | val_loss: 0.0312172 | Time: 3073.28 ms [2021-03-07 02:46:17 main:574] : INFO : Epoch 1851 | loss: 0.0312159 | val_loss: 0.0312169 | Time: 3116.19 ms [2021-03-07 02:46:21 main:574] : INFO : Epoch 1852 | loss: 0.0312163 | val_loss: 0.031216 | Time: 3082.88 ms [2021-03-07 02:46:24 main:574] : INFO : Epoch 1853 | loss: 0.0312152 | val_loss: 0.0312182 | Time: 3086.79 ms [2021-03-07 02:46:27 main:574] : INFO : Epoch 1854 | loss: 0.0312157 | val_loss: 0.0312167 | Time: 3088.3 ms [2021-03-07 02:46:30 main:574] : INFO : Epoch 1855 | loss: 0.0312152 | val_loss: 0.0312159 | Time: 3098.97 ms [2021-03-07 02:46:33 main:574] : INFO : Epoch 1856 | loss: 0.0312151 | val_loss: 0.0312156 | Time: 3089.5 ms [2021-03-07 02:46:36 main:574] : INFO : Epoch 1857 | loss: 0.0312154 | val_loss: 0.0312171 | Time: 3078.31 ms [2021-03-07 02:46:39 main:574] : INFO : Epoch 1858 | loss: 0.0312166 | val_loss: 0.0312179 | Time: 3112.92 ms [2021-03-07 02:46:43 main:574] : INFO : Epoch 1859 | loss: 0.0312154 | val_loss: 0.0312158 | Time: 3127.03 ms [2021-03-07 02:46:46 main:574] : INFO : Epoch 1860 | loss: 0.0312145 | val_loss: 0.031218 | Time: 3099.53 ms [2021-03-07 02:46:49 main:574] : INFO : Epoch 1861 | loss: 0.0312151 | val_loss: 0.0312152 | Time: 3092.43 ms [2021-03-07 02:46:52 main:574] : INFO : Epoch 1862 | loss: 0.0312161 | val_loss: 0.0312156 | Time: 3076.13 ms [2021-03-07 02:46:55 main:574] : INFO : Epoch 1863 | loss: 0.031215 | val_loss: 0.0312152 | Time: 3075.42 ms [2021-03-07 02:46:58 main:574] : INFO : Epoch 1864 | loss: 0.0312152 | val_loss: 0.0312156 | Time: 3080.35 ms [2021-03-07 02:47:01 main:574] : INFO : Epoch 1865 | loss: 0.0312155 | val_loss: 0.0312192 | Time: 3104.95 ms [2021-03-07 02:47:04 main:574] : INFO : Epoch 1866 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 3089.89 ms [2021-03-07 02:47:07 main:574] : INFO : Epoch 1867 | loss: 0.03122 | val_loss: 0.031224 | Time: 3090.94 ms [2021-03-07 02:47:11 main:574] : INFO : Epoch 1868 | loss: 0.0312167 | val_loss: 0.0312157 | Time: 3087.9 ms [2021-03-07 02:47:14 main:574] : INFO : Epoch 1869 | loss: 0.0312155 | val_loss: 0.0312171 | Time: 3082.01 ms [2021-03-07 02:47:17 main:574] : INFO : Epoch 1870 | loss: 0.0312152 | val_loss: 0.0312166 | Time: 3095.07 ms [2021-03-07 02:47:20 main:574] : INFO : Epoch 1871 | loss: 0.0312149 | val_loss: 0.0312161 | Time: 3104.41 ms [2021-03-07 02:47:23 main:574] : INFO : Epoch 1872 | loss: 0.0312151 | val_loss: 0.0312175 | Time: 3108.43 ms [2021-03-07 02:47:26 main:574] : INFO : Epoch 1873 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 3117.33 ms [2021-03-07 02:47:29 main:574] : INFO : Epoch 1874 | loss: 0.0312144 | val_loss: 0.0312166 | Time: 3117.12 ms [2021-03-07 02:47:33 main:574] : INFO : Epoch 1875 | loss: 0.031215 | val_loss: 0.0312162 | Time: 3116.75 ms [2021-03-07 02:47:36 main:574] : INFO : Epoch 1876 | loss: 0.0312161 | val_loss: 0.0312186 | Time: 3126.91 ms [2021-03-07 02:47:39 main:574] : INFO : Epoch 1877 | loss: 0.0312172 | val_loss: 0.0312189 | Time: 3115.24 ms [2021-03-07 02:47:42 main:574] : INFO : Epoch 1878 | loss: 0.0312163 | val_loss: 0.0312154 | Time: 3088.6 ms [2021-03-07 02:47:45 main:574] : INFO : Epoch 1879 | loss: 0.0312154 | val_loss: 0.031215 | Time: 3098.41 ms [2021-03-07 02:47:48 main:574] : INFO : Epoch 1880 | loss: 0.0312151 | val_loss: 0.0312159 | Time: 3099.33 ms [2021-03-07 02:47:51 main:574] : INFO : Epoch 1881 | loss: 0.031215 | val_loss: 0.0312156 | Time: 3093.52 ms [2021-03-07 02:47:55 main:574] : INFO : Epoch 1882 | loss: 0.0312145 | val_loss: 0.0312152 | Time: 3116.27 ms [2021-03-07 02:47:58 main:574] : INFO : Epoch 1883 | loss: 0.0312144 | val_loss: 0.0312193 | Time: 3087.5 ms [2021-03-07 02:48:01 main:574] : INFO : Epoch 1884 | loss: 0.0312162 | val_loss: 0.0312154 | Time: 3132.69 ms [2021-03-07 02:48:04 main:574] : INFO : Epoch 1885 | loss: 0.0312151 | val_loss: 0.0312154 | Time: 3092.46 ms [2021-03-07 02:48:07 main:574] : INFO : Epoch 1886 | loss: 0.031215 | val_loss: 0.0312157 | Time: 3069.45 ms [2021-03-07 02:48:10 main:574] : INFO : Epoch 1887 | loss: 0.0312152 | val_loss: 0.0312174 | Time: 3078.41 ms [2021-03-07 02:48:13 main:574] : INFO : Epoch 1888 | loss: 0.0312154 | val_loss: 0.0312167 | Time: 3117.48 ms [2021-03-07 02:48:16 main:574] : INFO : Epoch 1889 | loss: 0.0312156 | val_loss: 0.0312151 | Time: 3072.6 ms [2021-03-07 02:48:20 main:574] : INFO : Epoch 1890 | loss: 0.0312153 | val_loss: 0.0312182 | Time: 3073.34 ms [2021-03-07 02:48:23 main:574] : INFO : Epoch 1891 | loss: 0.0312163 | val_loss: 0.0312164 | Time: 3092.95 ms [2021-03-07 02:48:26 main:574] : INFO : Epoch 1892 | loss: 0.0312149 | val_loss: 0.0312152 | Time: 3125.84 ms [2021-03-07 02:48:29 main:574] : INFO : Epoch 1893 | loss: 0.0312145 | val_loss: 0.0312165 | Time: 3109.62 ms [2021-03-07 02:48:32 main:574] : INFO : Epoch 1894 | loss: 0.0312146 | val_loss: 0.0312162 | Time: 3095.07 ms [2021-03-07 02:48:35 main:574] : INFO : Epoch 1895 | loss: 0.0312145 | val_loss: 0.0312156 | Time: 3124.32 ms [2021-03-07 02:48:38 main:574] : INFO : Epoch 1896 | loss: 0.0312149 | val_loss: 0.0312154 | Time: 3108.24 ms [2021-03-07 02:48:42 main:574] : INFO : Epoch 1897 | loss: 0.0312148 | val_loss: 0.0312159 | Time: 3103.72 ms [2021-03-07 02:48:45 main:574] : INFO : Epoch 1898 | loss: 0.0312143 | val_loss: 0.0312154 | Time: 3099.2 ms [2021-03-07 02:48:48 main:574] : INFO : Epoch 1899 | loss: 0.0312141 | val_loss: 0.0312151 | Time: 3090.93 ms [2021-03-07 02:48:51 main:574] : INFO : Epoch 1900 | loss: 0.0312139 | val_loss: 0.0312165 | Time: 3100.44 ms [2021-03-07 02:48:54 main:574] : INFO : Epoch 1901 | loss: 0.0312144 | val_loss: 0.0312175 | Time: 3089.99 ms [2021-03-07 02:48:57 main:574] : INFO : Epoch 1902 | loss: 0.0312159 | val_loss: 0.031217 | Time: 3116.54 ms [2021-03-07 02:49:00 main:574] : INFO : Epoch 1903 | loss: 0.031215 | val_loss: 0.0312151 | Time: 3111.87 ms [2021-03-07 02:49:03 main:574] : INFO : Epoch 1904 | loss: 0.0312143 | val_loss: 0.0312152 | Time: 3063.28 ms [2021-03-07 02:49:07 main:574] : INFO : Epoch 1905 | loss: 0.0312153 | val_loss: 0.031217 | Time: 3092.59 ms [2021-03-07 02:49:10 main:574] : INFO : Epoch 1906 | loss: 0.0312148 | val_loss: 0.0312177 | Time: 3105.56 ms [2021-03-07 02:49:13 main:574] : INFO : Epoch 1907 | loss: 0.0312144 | val_loss: 0.031219 | Time: 3096.24 ms [2021-03-07 02:49:16 main:574] : INFO : Epoch 1908 | loss: 0.0312166 | val_loss: 0.0312158 | Time: 3079.55 ms [2021-03-07 02:49:19 main:574] : INFO : Epoch 1909 | loss: 0.0312156 | val_loss: 0.0312195 | Time: 3076.13 ms [2021-03-07 02:49:22 main:574] : INFO : Epoch 1910 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 3083.92 ms [2021-03-07 02:49:25 main:574] : INFO : Epoch 1911 | loss: 0.0312163 | val_loss: 0.0312168 | Time: 3078.64 ms [2021-03-07 02:49:28 main:574] : INFO : Epoch 1912 | loss: 0.0312154 | val_loss: 0.0312238 | Time: 3091.21 ms [2021-03-07 02:49:32 main:574] : INFO : Epoch 1913 | loss: 0.0312183 | val_loss: 0.0312193 | Time: 3053.76 ms [2021-03-07 02:49:35 main:574] : INFO : Epoch 1914 | loss: 0.0312152 | val_loss: 0.0312166 | Time: 3088.08 ms [2021-03-07 02:49:38 main:574] : INFO : Epoch 1915 | loss: 0.0312149 | val_loss: 0.0312155 | Time: 3121.4 ms [2021-03-07 02:49:41 main:574] : INFO : Epoch 1916 | loss: 0.0312151 | val_loss: 0.0312157 | Time: 3090.32 ms [2021-03-07 02:49:44 main:574] : INFO : Epoch 1917 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 3102.27 ms [2021-03-07 02:49:47 main:574] : INFO : Epoch 1918 | loss: 0.0312139 | val_loss: 0.0312157 | Time: 3081.15 ms [2021-03-07 02:49:50 main:574] : INFO : Epoch 1919 | loss: 0.0312147 | val_loss: 0.031215 | Time: 3098.82 ms [2021-03-07 02:49:53 main:574] : INFO : Epoch 1920 | loss: 0.0312146 | val_loss: 0.031216 | Time: 3089.62 ms [2021-03-07 02:49:56 main:574] : INFO : Epoch 1921 | loss: 0.0312147 | val_loss: 0.0312146 | Time: 3101.49 ms [2021-03-07 02:50:00 main:574] : INFO : Epoch 1922 | loss: 0.0312144 | val_loss: 0.031215 | Time: 3084.84 ms [2021-03-07 02:50:03 main:574] : INFO : Epoch 1923 | loss: 0.031214 | val_loss: 0.0312156 | Time: 3081.4 ms [2021-03-07 02:50:06 main:574] : INFO : Epoch 1924 | loss: 0.0312156 | val_loss: 0.0312175 | Time: 3072.19 ms [2021-03-07 02:50:09 main:574] : INFO : Epoch 1925 | loss: 0.0312153 | val_loss: 0.0312157 | Time: 3106.52 ms [2021-03-07 02:50:12 main:574] : INFO : Epoch 1926 | loss: 0.0312156 | val_loss: 0.031215 | Time: 3104.47 ms [2021-03-07 02:50:15 main:574] : INFO : Epoch 1927 | loss: 0.0312155 | val_loss: 0.031216 | Time: 3100.71 ms [2021-03-07 02:50:18 main:574] : INFO : Epoch 1928 | loss: 0.0312145 | val_loss: 0.0312212 | Time: 3108.09 ms [2021-03-07 02:50:21 main:574] : INFO : Epoch 1929 | loss: 0.0312154 | val_loss: 0.0312173 | Time: 3095.17 ms [2021-03-07 02:50:25 main:574] : INFO : Epoch 1930 | loss: 0.0312155 | val_loss: 0.0312186 | Time: 3094.02 ms [2021-03-07 02:50:28 main:574] : INFO : Epoch 1931 | loss: 0.0312153 | val_loss: 0.0312153 | Time: 3079.63 ms [2021-03-07 02:50:31 main:574] : INFO : Epoch 1932 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 3091.25 ms [2021-03-07 02:50:34 main:574] : INFO : Epoch 1933 | loss: 0.031217 | val_loss: 0.0312162 | Time: 3091.37 ms [2021-03-07 02:50:37 main:574] : INFO : Epoch 1934 | loss: 0.0312153 | val_loss: 0.031216 | Time: 3113.75 ms [2021-03-07 02:50:40 main:574] : INFO : Epoch 1935 | loss: 0.0312135 | val_loss: 0.0312146 | Time: 3088.01 ms [2021-03-07 02:50:43 main:574] : INFO : Epoch 1936 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 3078.41 ms [2021-03-07 02:50:46 main:574] : INFO : Epoch 1937 | loss: 0.0312145 | val_loss: 0.0312202 | Time: 3118.68 ms [2021-03-07 02:50:50 main:574] : INFO : Epoch 1938 | loss: 0.0312177 | val_loss: 0.0312213 | Time: 3110.28 ms [2021-03-07 02:50:53 main:574] : INFO : Epoch 1939 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 3089.75 ms [2021-03-07 02:50:56 main:574] : INFO : Epoch 1940 | loss: 0.0312153 | val_loss: 0.0312171 | Time: 3100.8 ms [2021-03-07 02:50:59 main:574] : INFO : Epoch 1941 | loss: 0.0312154 | val_loss: 0.0312189 | Time: 3148.71 ms [2021-03-07 02:51:02 main:574] : INFO : Epoch 1942 | loss: 0.0312156 | val_loss: 0.0312234 | Time: 3112.03 ms [2021-03-07 02:51:05 main:574] : INFO : Epoch 1943 | loss: 0.0312189 | val_loss: 0.0312194 | Time: 3126.37 ms [2021-03-07 02:51:08 main:574] : INFO : Epoch 1944 | loss: 0.0312155 | val_loss: 0.0312181 | Time: 3064.14 ms [2021-03-07 02:51:11 main:574] : INFO : Epoch 1945 | loss: 0.0312157 | val_loss: 0.0312154 | Time: 3058.86 ms [2021-03-07 02:51:15 main:574] : INFO : Epoch 1946 | loss: 0.0312146 | val_loss: 0.0312163 | Time: 3082.02 ms [2021-03-07 02:51:18 main:574] : INFO : Epoch 1947 | loss: 0.0312166 | val_loss: 0.0312167 | Time: 3075.33 ms [2021-03-07 02:51:21 main:574] : INFO : Epoch 1948 | loss: 0.0312156 | val_loss: 0.0312149 | Time: 3084.05 ms [2021-03-07 02:51:24 main:574] : INFO : Epoch 1949 | loss: 0.0312153 | val_loss: 0.0312181 | Time: 3107.72 ms [2021-03-07 02:51:27 main:574] : INFO : Epoch 1950 | loss: 0.031215 | val_loss: 0.0312157 | Time: 3083.42 ms [2021-03-07 02:51:30 main:574] : INFO : Epoch 1951 | loss: 0.031215 | val_loss: 0.0312222 | Time: 3151.45 ms [2021-03-07 02:51:33 main:574] : INFO : Epoch 1952 | loss: 0.0312172 | val_loss: 0.0312218 | Time: 3098.91 ms [2021-03-07 02:51:36 main:574] : INFO : Epoch 1953 | loss: 0.0312157 | val_loss: 0.0312169 | Time: 3109.17 ms [2021-03-07 02:51:40 main:574] : INFO : Epoch 1954 | loss: 0.0312144 | val_loss: 0.0312156 | Time: 3105.82 ms [2021-03-07 02:51:43 main:574] : INFO : Epoch 1955 | loss: 0.0312166 | val_loss: 0.0312202 | Time: 3115.2 ms [2021-03-07 02:51:46 main:574] : INFO : Epoch 1956 | loss: 0.0312166 | val_loss: 0.0312198 | Time: 3090.49 ms [2021-03-07 02:51:49 main:574] : INFO : Epoch 1957 | loss: 0.0312173 | val_loss: 0.0312203 | Time: 3116.97 ms [2021-03-07 02:51:52 main:574] : INFO : Epoch 1958 | loss: 0.0312177 | val_loss: 0.0312302 | Time: 3098.46 ms [2021-03-07 02:51:55 main:574] : INFO : Epoch 1959 | loss: 0.0312197 | val_loss: 0.031217 | Time: 3098.82 ms [2021-03-07 02:51:58 main:574] : INFO : Epoch 1960 | loss: 0.0312149 | val_loss: 0.031216 | Time: 3104.95 ms [2021-03-07 02:52:02 main:574] : INFO : Epoch 1961 | loss: 0.0312142 | val_loss: 0.0312158 | Time: 3113.57 ms [2021-03-07 02:52:05 main:574] : INFO : Epoch 1962 | loss: 0.0312137 | val_loss: 0.0312158 | Time: 3130.2 ms [2021-03-07 02:52:08 main:574] : INFO : Epoch 1963 | loss: 0.0312134 | val_loss: 0.0312153 | Time: 3111.07 ms [2021-03-07 02:52:11 main:574] : INFO : Epoch 1964 | loss: 0.0312131 | val_loss: 0.0312159 | Time: 3099.58 ms [2021-03-07 02:52:14 main:574] : INFO : Epoch 1965 | loss: 0.0312141 | val_loss: 0.0312184 | Time: 3107.47 ms [2021-03-07 02:52:17 main:574] : INFO : Epoch 1966 | loss: 0.031214 | val_loss: 0.0312168 | Time: 3065.83 ms [2021-03-07 02:52:20 main:574] : INFO : Epoch 1967 | loss: 0.031214 | val_loss: 0.031215 | Time: 3116.18 ms [2021-03-07 02:52:23 main:574] : INFO : Epoch 1968 | loss: 0.0312136 | val_loss: 0.0312157 | Time: 3120.42 ms [2021-03-07 02:52:27 main:574] : INFO : Epoch 1969 | loss: 0.0312144 | val_loss: 0.0312167 | Time: 3119.7 ms [2021-03-07 02:52:30 main:574] : INFO : Epoch 1970 | loss: 0.031217 | val_loss: 0.0312164 | Time: 3099.55 ms [2021-03-07 02:52:33 main:574] : INFO : Epoch 1971 | loss: 0.0312153 | val_loss: 0.0312156 | Time: 3105.38 ms [2021-03-07 02:52:36 main:574] : INFO : Epoch 1972 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 3086.31 ms [2021-03-07 02:52:39 main:574] : INFO : Epoch 1973 | loss: 0.0312138 | val_loss: 0.0312182 | Time: 3078.89 ms [2021-03-07 02:52:42 main:574] : INFO : Epoch 1974 | loss: 0.031218 | val_loss: 0.0312176 | Time: 3105.72 ms [2021-03-07 02:52:45 main:574] : INFO : Epoch 1975 | loss: 0.0312149 | val_loss: 0.0312162 | Time: 3114.61 ms [2021-03-07 02:52:49 main:574] : INFO : Epoch 1976 | loss: 0.0312157 | val_loss: 0.0312164 | Time: 3134.18 ms [2021-03-07 02:52:52 main:574] : INFO : Epoch 1977 | loss: 0.0312142 | val_loss: 0.0312173 | Time: 3119.96 ms [2021-03-07 02:52:55 main:574] : INFO : Epoch 1978 | loss: 0.0312143 | val_loss: 0.0312155 | Time: 3110.15 ms [2021-03-07 02:52:58 main:574] : INFO : Epoch 1979 | loss: 0.0312144 | val_loss: 0.031217 | Time: 3133.53 ms [2021-03-07 02:53:01 main:574] : INFO : Epoch 1980 | loss: 0.031216 | val_loss: 0.0312168 | Time: 3089.74 ms [2021-03-07 02:53:04 main:574] : INFO : Epoch 1981 | loss: 0.0312146 | val_loss: 0.0312201 | Time: 3075.93 ms [2021-03-07 02:53:07 main:574] : INFO : Epoch 1982 | loss: 0.0312144 | val_loss: 0.0312158 | Time: 3066.66 ms [2021-03-07 02:53:10 main:574] : INFO : Epoch 1983 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 3073.99 ms [2021-03-07 02:53:13 main:574] : INFO : Epoch 1984 | loss: 0.0312131 | val_loss: 0.0312175 | Time: 3077.14 ms [2021-03-07 02:53:17 main:574] : INFO : Epoch 1985 | loss: 0.0312136 | val_loss: 0.0312148 | Time: 3092.08 ms [2021-03-07 02:53:20 main:574] : INFO : Epoch 1986 | loss: 0.0312155 | val_loss: 0.0312196 | Time: 3091.13 ms [2021-03-07 02:53:23 main:574] : INFO : Epoch 1987 | loss: 0.0312146 | val_loss: 0.0312178 | Time: 3104 ms [2021-03-07 02:53:26 main:574] : INFO : Epoch 1988 | loss: 0.0312159 | val_loss: 0.0312156 | Time: 3092.98 ms [2021-03-07 02:53:29 main:574] : INFO : Epoch 1989 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 3105.2 ms [2021-03-07 02:53:32 main:574] : INFO : Epoch 1990 | loss: 0.031214 | val_loss: 0.0312155 | Time: 3095.04 ms [2021-03-07 02:53:35 main:574] : INFO : Epoch 1991 | loss: 0.0312154 | val_loss: 0.0312158 | Time: 3112.89 ms [2021-03-07 02:53:39 main:574] : INFO : Epoch 1992 | loss: 0.0312139 | val_loss: 0.0312155 | Time: 3100.33 ms [2021-03-07 02:53:42 main:574] : INFO : Epoch 1993 | loss: 0.0312138 | val_loss: 0.0312197 | Time: 3108.89 ms [2021-03-07 02:53:45 main:574] : INFO : Epoch 1994 | loss: 0.0312159 | val_loss: 0.0312148 | Time: 3101.05 ms [2021-03-07 02:53:48 main:574] : INFO : Epoch 1995 | loss: 0.0312141 | val_loss: 0.0312173 | Time: 3100.34 ms [2021-03-07 02:53:51 main:574] : INFO : Epoch 1996 | loss: 0.0312133 | val_loss: 0.0312154 | Time: 3131.47 ms [2021-03-07 02:53:54 main:574] : INFO : Epoch 1997 | loss: 0.0312152 | val_loss: 0.0312154 | Time: 3093.21 ms [2021-03-07 02:53:57 main:574] : INFO : Epoch 1998 | loss: 0.0312135 | val_loss: 0.0312158 | Time: 3078.55 ms [2021-03-07 02:54:00 main:574] : INFO : Epoch 1999 | loss: 0.0312144 | val_loss: 0.0312161 | Time: 3113.26 ms [2021-03-07 02:54:04 main:574] : INFO : Epoch 2000 | loss: 0.0312138 | val_loss: 0.0312156 | Time: 3122.01 ms [2021-03-07 02:54:07 main:574] : INFO : Epoch 2001 | loss: 0.0312171 | val_loss: 0.031219 | Time: 3092.43 ms [2021-03-07 02:54:10 main:574] : INFO : Epoch 2002 | loss: 0.0312151 | val_loss: 0.0312205 | Time: 3087.01 ms [2021-03-07 02:54:13 main:574] : INFO : Epoch 2003 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 3072.19 ms [2021-03-07 02:54:16 main:574] : INFO : Epoch 2004 | loss: 0.0312148 | val_loss: 0.0312183 | Time: 3101.58 ms [2021-03-07 02:54:19 main:574] : INFO : Epoch 2005 | loss: 0.0312135 | val_loss: 0.0312146 | Time: 3076.35 ms [2021-03-07 02:54:22 main:574] : INFO : Epoch 2006 | loss: 0.0312145 | val_loss: 0.0312171 | Time: 3075.8 ms [2021-03-07 02:54:25 main:574] : INFO : Epoch 2007 | loss: 0.0312148 | val_loss: 0.0312161 | Time: 3099.29 ms [2021-03-07 02:54:29 main:574] : INFO : Epoch 2008 | loss: 0.0312143 | val_loss: 0.0312155 | Time: 3086.62 ms [2021-03-07 02:54:32 main:574] : INFO : Epoch 2009 | loss: 0.0312126 | val_loss: 0.031215 | Time: 3106.42 ms [2021-03-07 02:54:35 main:574] : INFO : Epoch 2010 | loss: 0.0312143 | val_loss: 0.0312199 | Time: 3114.34 ms [2021-03-07 02:54:38 main:574] : INFO : Epoch 2011 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 3127.34 ms [2021-03-07 02:54:41 main:574] : INFO : Epoch 2012 | loss: 0.0312137 | val_loss: 0.0312189 | Time: 3065.13 ms [2021-03-07 02:54:44 main:574] : INFO : Epoch 2013 | loss: 0.0312142 | val_loss: 0.0312152 | Time: 3105.44 ms [2021-03-07 02:54:47 main:574] : INFO : Epoch 2014 | loss: 0.0312141 | val_loss: 0.0312168 | Time: 3071.54 ms [2021-03-07 02:54:50 main:574] : INFO : Epoch 2015 | loss: 0.0312132 | val_loss: 0.0312146 | Time: 3074.48 ms [2021-03-07 02:54:54 main:574] : INFO : Epoch 2016 | loss: 0.0312144 | val_loss: 0.0312165 | Time: 3075.32 ms [2021-03-07 02:54:57 main:574] : INFO : Epoch 2017 | loss: 0.0312144 | val_loss: 0.0312149 | Time: 3099.1 ms [2021-03-07 02:55:00 main:574] : INFO : Epoch 2018 | loss: 0.0312132 | val_loss: 0.0312165 | Time: 3103.09 ms [2021-03-07 02:55:03 main:574] : INFO : Epoch 2019 | loss: 0.0312134 | val_loss: 0.0312137 | Time: 3128.95 ms [2021-03-07 02:55:06 main:574] : INFO : Epoch 2020 | loss: 0.0312158 | val_loss: 0.0312147 | Time: 3109.88 ms [2021-03-07 02:55:09 main:574] : INFO : Epoch 2021 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 3103.8 ms [2021-03-07 02:55:12 main:574] : INFO : Epoch 2022 | loss: 0.0312141 | val_loss: 0.0312161 | Time: 3107.39 ms [2021-03-07 02:55:15 main:574] : INFO : Epoch 2023 | loss: 0.0312131 | val_loss: 0.0312139 | Time: 3079.48 ms [2021-03-07 02:55:19 main:574] : INFO : Epoch 2024 | loss: 0.0312166 | val_loss: 0.0312165 | Time: 3127.68 ms [2021-03-07 02:55:22 main:574] : INFO : Epoch 2025 | loss: 0.0312136 | val_loss: 0.0312145 | Time: 3122.88 ms [2021-03-07 02:55:25 main:574] : INFO : Epoch 2026 | loss: 0.0312126 | val_loss: 0.0312149 | Time: 3096.71 ms [2021-03-07 02:55:28 main:574] : INFO : Epoch 2027 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 3118.18 ms [2021-03-07 02:55:31 main:574] : INFO : Epoch 2028 | loss: 0.0312116 | val_loss: 0.0312188 | Time: 3114.5 ms [2021-03-07 02:55:34 main:574] : INFO : Epoch 2029 | loss: 0.0312145 | val_loss: 0.0312158 | Time: 3088.87 ms [2021-03-07 02:55:38 main:574] : INFO : Epoch 2030 | loss: 0.0312124 | val_loss: 0.0312133 | Time: 3142.71 ms [2021-03-07 02:55:41 main:574] : INFO : Epoch 2031 | loss: 0.0312101 | val_loss: 0.0312077 | Time: 3099.18 ms [2021-03-07 02:55:44 main:574] : INFO : Epoch 2032 | loss: 0.0312072 | val_loss: 0.0312084 | Time: 3080.74 ms [2021-03-07 02:55:47 main:574] : INFO : Epoch 2033 | loss: 0.0312073 | val_loss: 0.0312059 | Time: 3116.19 ms [2021-03-07 02:55:50 main:574] : INFO : Epoch 2034 | loss: 0.0312035 | val_loss: 0.0312035 | Time: 3110.54 ms [2021-03-07 02:55:53 main:574] : INFO : Epoch 2035 | loss: 0.0312036 | val_loss: 0.0312019 | Time: 3089.97 ms [2021-03-07 02:55:56 main:574] : INFO : Epoch 2036 | loss: 0.0312029 | val_loss: 0.0312029 | Time: 3122.84 ms [2021-03-07 02:55:59 main:574] : INFO : Epoch 2037 | loss: 0.0312038 | val_loss: 0.0312041 | Time: 3107.01 ms [2021-03-07 02:56:03 main:574] : INFO : Epoch 2038 | loss: 0.0312033 | val_loss: 0.0312038 | Time: 3090.2 ms [2021-03-07 02:56:06 main:574] : INFO : Epoch 2039 | loss: 0.0312019 | val_loss: 0.0312015 | Time: 3071.85 ms [2021-03-07 02:56:09 main:574] : INFO : Epoch 2040 | loss: 0.0312011 | val_loss: 0.0312003 | Time: 3123.54 ms [2021-03-07 02:56:12 main:574] : INFO : Epoch 2041 | loss: 0.0312007 | val_loss: 0.0312008 | Time: 3112.85 ms [2021-03-07 02:56:15 main:574] : INFO : Epoch 2042 | loss: 0.0312012 | val_loss: 0.0312007 | Time: 3091.5 ms [2021-03-07 02:56:18 main:574] : INFO : Epoch 2043 | loss: 0.0312017 | val_loss: 0.0312017 | Time: 3089.14 ms [2021-03-07 02:56:21 main:574] : INFO : Epoch 2044 | loss: 0.0312023 | val_loss: 0.0312005 | Time: 3097.5 ms [2021-03-07 02:56:24 main:574] : INFO : Epoch 2045 | loss: 0.0312033 | val_loss: 0.0312034 | Time: 3086.9 ms [2021-03-07 02:56:28 main:574] : INFO : Epoch 2046 | loss: 0.0312021 | val_loss: 0.0311988 | Time: 3103.93 ms [2021-03-07 02:56:31 main:574] : INFO : Epoch 2047 | loss: 0.0312028 | val_loss: 0.0312028 | Time: 3100.94 ms [2021-03-07 02:56:34 main:574] : INFO : Epoch 2048 | loss: 0.0312038 | val_loss: 0.0312019 | Time: 3138.42 ms [2021-03-07 02:56:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312019 [2021-03-07 02:56:34 main:603] : INFO : Saving end state to config to file [2021-03-07 02:56:34 main:608] : INFO : Success, exiting.. 02:56:34 (7368): 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)