Task 3396587
| Name | ParityModified-1608176293-14098-3_0 |
| Workunit | 1651697 |
| Created | 23 Dec 2020, 9:47:01 UTC |
| Sent | 23 Dec 2020, 14:42:10 UTC |
| Report deadline | 30 Dec 2020, 14:42:10 UTC |
| Received | 23 Dec 2020, 18:42:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 44 sec |
| CPU time | 1 hours 36 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 3 10:15:33 main:581] : INFO : Epoch 1538 | loss: 0.0311963 | val_loss: 0.0312013 | Time: 2876.89 ms [2020-12-23 10:15:36 main:581] : INFO : Epoch 1539 | loss: 0.0311964 | val_loss: 0.0312016 | Time: 2883.79 ms [2020-12-23 10:15:39 main:581] : INFO : Epoch 1540 | loss: 0.0311985 | val_loss: 0.0312025 | Time: 2887.28 ms [2020-12-23 10:15:41 main:581] : INFO : Epoch 1541 | loss: 0.0311975 | val_loss: 0.0312002 | Time: 2883.89 ms [2020-12-23 10:15:44 main:581] : INFO : Epoch 1542 | loss: 0.0311962 | val_loss: 0.0312029 | Time: 2893.03 ms [2020-12-23 10:15:47 main:581] : INFO : Epoch 1543 | loss: 0.031196 | val_loss: 0.0312014 | Time: 2874.37 ms [2020-12-23 10:15:50 main:581] : INFO : Epoch 1544 | loss: 0.0311957 | val_loss: 0.0312024 | Time: 2886.75 ms [2020-12-23 10:15:53 main:581] : INFO : Epoch 1545 | loss: 0.031196 | val_loss: 0.0312009 | Time: 2879.39 ms [2020-12-23 10:15:56 main:581] : INFO : Epoch 1546 | loss: 0.0311954 | val_loss: 0.0312001 | Time: 2911.97 ms [2020-12-23 10:15:59 main:581] : INFO : Epoch 1547 | loss: 0.0311962 | val_loss: 0.0312004 | Time: 2888.2 ms [2020-12-23 10:16:02 main:581] : INFO : Epoch 1548 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 2909.57 ms [2020-12-23 10:16:05 main:581] : INFO : Epoch 1549 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 2890.64 ms [2020-12-23 10:16:07 main:581] : INFO : Epoch 1550 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 2891.27 ms [2020-12-23 10:16:10 main:581] : INFO : Epoch 1551 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 2889.78 ms [2020-12-23 10:16:13 main:581] : INFO : Epoch 1552 | loss: 0.0311969 | val_loss: 0.0312006 | Time: 2887.94 ms [2020-12-23 10:16:16 main:581] : INFO : Epoch 1553 | loss: 0.0311977 | val_loss: 0.0312047 | Time: 2876.15 ms [2020-12-23 10:16:19 main:581] : INFO : Epoch 1554 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 2891.91 ms [2020-12-23 10:16:22 main:581] : INFO : Epoch 1555 | loss: 0.0311955 | val_loss: 0.0311997 | Time: 2881.97 ms [2020-12-23 10:16:25 main:581] : INFO : Epoch 1556 | loss: 0.0311955 | val_loss: 0.0311986 | Time: 2906.62 ms [2020-12-23 10:16:28 main:581] : INFO : Epoch 1557 | loss: 0.0311964 | val_loss: 0.0311985 | Time: 2888.29 ms [2020-12-23 10:16:31 main:581] : INFO : Epoch 1558 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 2885.76 ms [2020-12-23 10:16:33 main:581] : INFO : Epoch 1559 | loss: 0.0311953 | val_loss: 0.0311996 | Time: 2888.7 ms [2020-12-23 10:16:36 main:581] : INFO : Epoch 1560 | loss: 0.0311947 | val_loss: 0.0312002 | Time: 2892.26 ms [2020-12-23 10:16:39 main:581] : INFO : Epoch 1561 | loss: 0.0311959 | val_loss: 0.0312016 | Time: 2878.59 ms [2020-12-23 10:16:42 main:581] : INFO : Epoch 1562 | loss: 0.0311961 | val_loss: 0.0312026 | Time: 2873.06 ms [2020-12-23 10:16:45 main:581] : INFO : Epoch 1563 | loss: 0.0311958 | val_loss: 0.0311989 | Time: 2875.81 ms [2020-12-23 10:16:48 main:581] : INFO : Epoch 1564 | loss: 0.0311953 | val_loss: 0.0312033 | Time: 2892.27 ms [2020-12-23 10:16:51 main:581] : INFO : Epoch 1565 | loss: 0.031197 | val_loss: 0.0311999 | Time: 2893.04 ms [2020-12-23 10:16:54 main:581] : INFO : Epoch 1566 | loss: 0.0311947 | val_loss: 0.0311977 | Time: 2889.09 ms [2020-12-23 10:16:57 main:581] : INFO : Epoch 1567 | loss: 0.0311939 | val_loss: 0.0311995 | Time: 2883 ms [2020-12-23 10:16:59 main:581] : INFO : Epoch 1568 | loss: 0.0311948 | val_loss: 0.0312083 | Time: 2883.87 ms [2020-12-23 10:17:02 main:581] : INFO : Epoch 1569 | loss: 0.0311964 | val_loss: 0.0312009 | Time: 2912.81 ms [2020-12-23 10:17:05 main:581] : INFO : Epoch 1570 | loss: 0.0311963 | val_loss: 0.0312016 | Time: 2879.47 ms [2020-12-23 10:17:08 main:581] : INFO : Epoch 1571 | loss: 0.0311968 | val_loss: 0.0312023 | Time: 2878.03 ms [2020-12-23 10:17:11 main:581] : INFO : Epoch 1572 | loss: 0.0311973 | val_loss: 0.0311998 | Time: 2880.25 ms [2020-12-23 10:17:14 main:581] : INFO : Epoch 1573 | loss: 0.0311953 | val_loss: 0.0312031 | Time: 2880.44 ms [2020-12-23 10:17:17 main:581] : INFO : Epoch 1574 | loss: 0.031197 | val_loss: 0.0311993 | Time: 2888.8 ms [2020-12-23 10:17:20 main:581] : INFO : Epoch 1575 | loss: 0.0311963 | val_loss: 0.0312031 | Time: 2892.47 ms [2020-12-23 10:17:23 main:581] : INFO : Epoch 1576 | loss: 0.0311957 | val_loss: 0.0311992 | Time: 2878.99 ms [2020-12-23 10:17:25 main:581] : INFO : Epoch 1577 | loss: 0.0311951 | val_loss: 0.0312033 | Time: 2911.36 ms [2020-12-23 10:17:28 main:581] : INFO : Epoch 1578 | loss: 0.0311944 | val_loss: 0.0312052 | Time: 2888.89 ms [2020-12-23 10:17:31 main:581] : INFO : Epoch 1579 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 2884.71 ms [2020-12-23 10:17:34 main:581] : INFO : Epoch 1580 | loss: 0.031194 | val_loss: 0.0311994 | Time: 2884.86 ms [2020-12-23 10:17:37 main:581] : INFO : Epoch 1581 | loss: 0.0311945 | val_loss: 0.0312006 | Time: 2890.64 ms [2020-12-23 10:17:40 main:581] : INFO : Epoch 1582 | loss: 0.0311934 | val_loss: 0.0312016 | Time: 2888.24 ms [2020-12-23 10:17:43 main:581] : INFO : Epoch 1583 | loss: 0.0311941 | val_loss: 0.0312015 | Time: 2889.67 ms [2020-12-23 10:17:46 main:581] : INFO : Epoch 1584 | loss: 0.0311938 | val_loss: 0.0312108 | Time: 2863.36 ms [2020-12-23 10:17:49 main:581] : INFO : Epoch 1585 | loss: 0.0311959 | val_loss: 0.0312023 | Time: 2885.44 ms [2020-12-23 10:17:51 main:581] : INFO : Epoch 1586 | loss: 0.0311921 | val_loss: 0.0312004 | Time: 2882.04 ms [2020-12-23 10:17:54 main:581] : INFO : Epoch 1587 | loss: 0.0311914 | val_loss: 0.0312023 | Time: 2910.09 ms [2020-12-23 10:17:57 main:581] : INFO : Epoch 1588 | loss: 0.0311922 | val_loss: 0.031198 | Time: 2873.49 ms [2020-12-23 10:18:00 main:581] : INFO : Epoch 1589 | loss: 0.0311946 | val_loss: 0.0312047 | Time: 2906.61 ms [2020-12-23 10:18:03 main:581] : INFO : Epoch 1590 | loss: 0.0311956 | val_loss: 0.0312077 | Time: 2891.85 ms [2020-12-23 10:18:06 main:581] : INFO : Epoch 1591 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 2893.36 ms [2020-12-23 10:18:09 main:581] : INFO : Epoch 1592 | loss: 0.0311926 | val_loss: 0.0311995 | Time: 2890.64 ms [2020-12-23 10:18:12 main:581] : INFO : Epoch 1593 | loss: 0.031192 | val_loss: 0.0312009 | Time: 2888.07 ms [2020-12-23 10:18:15 main:581] : INFO : Epoch 1594 | loss: 0.0311924 | val_loss: 0.0312007 | Time: 2885.05 ms [2020-12-23 10:18:17 main:581] : INFO : Epoch 1595 | loss: 0.0311923 | val_loss: 0.0312001 | Time: 2885.64 ms [2020-12-23 10:18:20 main:581] : INFO : Epoch 1596 | loss: 0.0311912 | val_loss: 0.0311987 | Time: 2885.23 ms [2020-12-23 10:18:23 main:581] : INFO : Epoch 1597 | loss: 0.0311937 | val_loss: 0.0311992 | Time: 2887.47 ms [2020-12-23 10:18:26 main:581] : INFO : Epoch 1598 | loss: 0.0311918 | val_loss: 0.031201 | Time: 2910.78 ms [2020-12-23 10:18:29 main:581] : INFO : Epoch 1599 | loss: 0.0311912 | val_loss: 0.0312011 | Time: 2881.33 ms [2020-12-23 10:18:32 main:581] : INFO : Epoch 1600 | loss: 0.0311912 | val_loss: 0.0311987 | Time: 2894.48 ms [2020-12-23 10:18:35 main:581] : INFO : Epoch 1601 | loss: 0.0311912 | val_loss: 0.0311991 | Time: 2894.21 ms [2020-12-23 10:18:38 main:581] : INFO : Epoch 1602 | loss: 0.031191 | val_loss: 0.0312013 | Time: 2893.19 ms [2020-12-23 10:18:41 main:581] : INFO : Epoch 1603 | loss: 0.0311916 | val_loss: 0.0311999 | Time: 2882.6 ms [2020-12-23 10:18:43 main:581] : INFO : Epoch 1604 | loss: 0.0311914 | val_loss: 0.0312009 | Time: 2887.15 ms [2020-12-23 10:18:46 main:581] : INFO : Epoch 1605 | loss: 0.0311917 | val_loss: 0.0312001 | Time: 2878.7 ms [2020-12-23 10:18:49 main:581] : INFO : Epoch 1606 | loss: 0.0311907 | val_loss: 0.0311996 | Time: 2886.56 ms [2020-12-23 10:18:52 main:581] : INFO : Epoch 1607 | loss: 0.0311911 | val_loss: 0.0311993 | Time: 2890.88 ms [2020-12-23 10:18:55 main:581] : INFO : Epoch 1608 | loss: 0.0311923 | val_loss: 0.0312023 | Time: 2902.46 ms [2020-12-23 10:18:58 main:581] : INFO : Epoch 1609 | loss: 0.0311915 | val_loss: 0.0311979 | Time: 2871.35 ms [2020-12-23 10:19:01 main:581] : INFO : Epoch 1610 | loss: 0.0311908 | val_loss: 0.0312016 | Time: 2909.39 ms [2020-12-23 10:19:04 main:581] : INFO : Epoch 1611 | loss: 0.0311904 | val_loss: 0.0312 | Time: 2883.76 ms [2020-12-23 10:19:07 main:581] : INFO : Epoch 1612 | loss: 0.0311904 | val_loss: 0.0311989 | Time: 2888.39 ms [2020-12-23 10:19:09 main:581] : INFO : Epoch 1613 | loss: 0.0311907 | val_loss: 0.0311991 | Time: 2884.03 ms [2020-12-23 10:19:12 main:581] : INFO : Epoch 1614 | loss: 0.0311905 | val_loss: 0.031201 | Time: 2882.16 ms [2020-12-23 10:19:15 main:581] : INFO : Epoch 1615 | loss: 0.0311907 | val_loss: 0.0311989 | Time: 2878.99 ms [2020-12-23 10:19:18 main:581] : INFO : Epoch 1616 | loss: 0.031191 | val_loss: 0.031198 | Time: 2886.74 ms [2020-12-23 10:19:21 main:581] : INFO : Epoch 1617 | loss: 0.0311921 | val_loss: 0.031198 | Time: 2892.51 ms [2020-12-23 10:19:24 main:581] : INFO : Epoch 1618 | loss: 0.0311937 | val_loss: 0.0311993 | Time: 2901.55 ms [2020-12-23 10:19:27 main:581] : INFO : Epoch 1619 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 2880.27 ms [2020-12-23 10:19:30 main:581] : INFO : Epoch 1620 | loss: 0.0311936 | val_loss: 0.0311986 | Time: 2891.43 ms [2020-12-23 10:19:33 main:581] : INFO : Epoch 1621 | loss: 0.0311931 | val_loss: 0.0311996 | Time: 2884.27 ms [2020-12-23 10:19:35 main:581] : INFO : Epoch 1622 | loss: 0.0311948 | val_loss: 0.0311991 | Time: 2884.87 ms [2020-12-23 10:19:38 main:581] : INFO : Epoch 1623 | loss: 0.0311947 | val_loss: 0.0312025 | Time: 2885.86 ms [2020-12-23 10:19:41 main:581] : INFO : Epoch 1624 | loss: 0.0311959 | val_loss: 0.0311982 | Time: 2880.11 ms [2020-12-23 10:19:44 main:581] : INFO : Epoch 1625 | loss: 0.0311942 | val_loss: 0.0311972 | Time: 2890.82 ms [2020-12-23 10:19:47 main:581] : INFO : Epoch 1626 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 2887.77 ms [2020-12-23 10:19:50 main:581] : INFO : Epoch 1627 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 2878.27 ms [2020-12-23 10:19:53 main:581] : INFO : Epoch 1628 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 2887.05 ms [2020-12-23 10:19:56 main:581] : INFO : Epoch 1629 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 2905.13 ms [2020-12-23 10:19:59 main:581] : INFO : Epoch 1630 | loss: 0.0311916 | val_loss: 0.0311979 | Time: 2876.41 ms [2020-12-23 10:20:01 main:581] : INFO : Epoch 1631 | loss: 0.0311918 | val_loss: 0.0311985 | Time: 2912.05 ms [2020-12-23 10:20:04 main:581] : INFO : Epoch 1632 | loss: 0.0311914 | val_loss: 0.031198 | Time: 2879.93 ms [2020-12-23 10:20:07 main:581] : INFO : Epoch 1633 | loss: 0.0311917 | val_loss: 0.0311979 | Time: 2887.17 ms [2020-12-23 10:20:10 main:581] : INFO : Epoch 1634 | loss: 0.0311909 | val_loss: 0.0311972 | Time: 2882.4 ms [2020-12-23 10:20:13 main:581] : INFO : Epoch 1635 | loss: 0.0311913 | val_loss: 0.0311976 | Time: 2884.75 ms [2020-12-23 10:20:16 main:581] : INFO : Epoch 1636 | loss: 0.0311905 | val_loss: 0.0311976 | Time: 2886.73 ms [2020-12-23 10:20:19 main:581] : INFO : Epoch 1637 | loss: 0.0311905 | val_loss: 0.0311971 | Time: 2887.61 ms [2020-12-23 10:20:22 main:581] : INFO : Epoch 1638 | loss: 0.03119 | val_loss: 0.0311965 | Time: 2880.6 ms [2020-12-23 10:20:25 main:581] : INFO : Epoch 1639 | loss: 0.0311904 | val_loss: 0.0311979 | Time: 2912.22 ms [2020-12-23 10:20:27 main:581] : INFO : Epoch 1640 | loss: 0.0311915 | val_loss: 0.0311996 | Time: 2892.23 ms [2020-12-23 10:20:30 main:581] : INFO : Epoch 1641 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 2879.71 ms [2020-12-23 10:20:33 main:581] : INFO : Epoch 1642 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 2884.26 ms [2020-12-23 10:20:36 main:581] : INFO : Epoch 1643 | loss: 0.0311935 | val_loss: 0.031198 | Time: 2883.03 ms [2020-12-23 10:20:39 main:581] : INFO : Epoch 1644 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 2886.9 ms [2020-12-23 10:20:42 main:581] : INFO : Epoch 1645 | loss: 0.0311937 | val_loss: 0.0312021 | Time: 2882.82 ms [2020-12-23 10:20:45 main:581] : INFO : Epoch 1646 | loss: 0.031193 | val_loss: 0.0311993 | Time: 2891.77 ms [2020-12-23 10:20:48 main:581] : INFO : Epoch 1647 | loss: 0.0311954 | val_loss: 0.031225 | Time: 2891.09 ms [2020-12-23 10:20:51 main:581] : INFO : Epoch 1648 | loss: 0.0312034 | val_loss: 0.0312074 | Time: 2883.15 ms [2020-12-23 10:20:53 main:581] : INFO : Epoch 1649 | loss: 0.0311961 | val_loss: 0.031205 | Time: 2880.62 ms [2020-12-23 10:20:56 main:581] : INFO : Epoch 1650 | loss: 0.0311907 | val_loss: 0.0312006 | Time: 2886.88 ms [2020-12-23 10:20:59 main:581] : INFO : Epoch 1651 | loss: 0.0311891 | val_loss: 0.0311967 | Time: 2876.18 ms [2020-12-23 10:21:02 main:581] : INFO : Epoch 1652 | loss: 0.0311891 | val_loss: 0.0311987 | Time: 2907.15 ms [2020-12-23 10:21:05 main:581] : INFO : Epoch 1653 | loss: 0.0311893 | val_loss: 0.0311977 | Time: 2856.84 ms [2020-12-23 10:21:08 main:581] : INFO : Epoch 1654 | loss: 0.0311902 | val_loss: 0.0312001 | Time: 2868.7 ms [2020-12-23 10:21:11 main:581] : INFO : Epoch 1655 | loss: 0.0311894 | val_loss: 0.0311983 | Time: 2886.37 ms [2020-12-23 10:21:14 main:581] : INFO : Epoch 1656 | loss: 0.0311901 | val_loss: 0.0312016 | Time: 2885.96 ms [2020-12-23 10:21:17 main:581] : INFO : Epoch 1657 | loss: 0.0311918 | val_loss: 0.0311984 | Time: 2884.25 ms [2020-12-23 10:21:19 main:581] : INFO : Epoch 1658 | loss: 0.031188 | val_loss: 0.0312002 | Time: 2880.61 ms [2020-12-23 10:21:22 main:581] : INFO : Epoch 1659 | loss: 0.0311884 | val_loss: 0.0311975 | Time: 2889 ms [2020-12-23 10:21:25 main:581] : INFO : Epoch 1660 | loss: 0.0311881 | val_loss: 0.0311976 | Time: 2909.97 ms [2020-12-23 10:21:28 main:581] : INFO : Epoch 1661 | loss: 0.0311881 | val_loss: 0.0311966 | Time: 2870.77 ms [2020-12-23 10:21:31 main:581] : INFO : Epoch 1662 | loss: 0.0311887 | val_loss: 0.0311993 | Time: 2880.94 ms [2020-12-23 10:21:34 main:581] : INFO : Epoch 1663 | loss: 0.0311888 | val_loss: 0.0312007 | Time: 2885.55 ms [2020-12-23 10:21:37 main:581] : INFO : Epoch 1664 | loss: 0.0311898 | val_loss: 0.0311976 | Time: 2870.73 ms [2020-12-23 10:21:40 main:581] : INFO : Epoch 1665 | loss: 0.0311881 | val_loss: 0.0311972 | Time: 2889.17 ms [2020-12-23 10:21:42 main:581] : INFO : Epoch 1666 | loss: 0.0311879 | val_loss: 0.0311965 | Time: 2890.08 ms [2020-12-23 10:21:45 main:581] : INFO : Epoch 1667 | loss: 0.0311874 | val_loss: 0.0311964 | Time: 2882.79 ms [2020-12-23 10:21:48 main:581] : INFO : Epoch 1668 | loss: 0.0311878 | val_loss: 0.0311968 | Time: 2879.62 ms [2020-12-23 10:21:51 main:581] : INFO : Epoch 1669 | loss: 0.0311883 | val_loss: 0.0311968 | Time: 2886.42 ms [2020-12-23 10:21:54 main:581] : INFO : Epoch 1670 | loss: 0.0311917 | val_loss: 0.031203 | Time: 2899.25 ms [2020-12-23 10:21:57 main:581] : INFO : Epoch 1671 | loss: 0.0311928 | val_loss: 0.0312006 | Time: 2880.02 ms [2020-12-23 10:22:00 main:581] : INFO : Epoch 1672 | loss: 0.031196 | val_loss: 0.0312032 | Time: 2896.63 ms [2020-12-23 10:22:03 main:581] : INFO : Epoch 1673 | loss: 0.0311952 | val_loss: 0.0312019 | Time: 2882.09 ms [2020-12-23 10:22:06 main:581] : INFO : Epoch 1674 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 2888.22 ms [2020-12-23 10:22:08 main:581] : INFO : Epoch 1675 | loss: 0.0311937 | val_loss: 0.0311994 | Time: 2883 ms [2020-12-23 10:22:11 main:581] : INFO : Epoch 1676 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 2880.71 ms [2020-12-23 10:22:14 main:581] : INFO : Epoch 1677 | loss: 0.0311908 | val_loss: 0.0311999 | Time: 2882.45 ms [2020-12-23 10:22:17 main:581] : INFO : Epoch 1678 | loss: 0.03119 | val_loss: 0.0311994 | Time: 2890.22 ms [2020-12-23 10:22:20 main:581] : INFO : Epoch 1679 | loss: 0.0311906 | val_loss: 0.0311994 | Time: 2877.98 ms [2020-12-23 10:22:23 main:581] : INFO : Epoch 1680 | loss: 0.0311891 | val_loss: 0.0311994 | Time: 2876.97 ms [2020-12-23 10:22:26 main:581] : INFO : Epoch 1681 | loss: 0.0311899 | val_loss: 0.0311994 | Time: 2902.75 ms [2020-12-23 10:22:29 main:581] : INFO : Epoch 1682 | loss: 0.0311888 | val_loss: 0.0311988 | Time: 2888.54 ms [2020-12-23 10:22:32 main:581] : INFO : Epoch 1683 | loss: 0.0311879 | val_loss: 0.0311989 | Time: 2885.19 ms [2020-12-23 10:22:34 main:581] : INFO : Epoch 1684 | loss: 0.0311872 | val_loss: 0.0311992 | Time: 2877.91 ms [2020-12-23 10:22:37 main:581] : INFO : Epoch 1685 | loss: 0.0311874 | val_loss: 0.0311986 | Time: 2889.06 ms [2020-12-23 10:22:40 main:581] : INFO : Epoch 1686 | loss: 0.0311876 | val_loss: 0.0311994 | Time: 2890.07 ms [2020-12-23 10:22:43 main:581] : INFO : Epoch 1687 | loss: 0.0311875 | val_loss: 0.0312009 | Time: 2883.71 ms [2020-12-23 10:22:46 main:581] : INFO : Epoch 1688 | loss: 0.0311873 | val_loss: 0.031201 | Time: 2878.67 ms [2020-12-23 10:22:49 main:581] : INFO : Epoch 1689 | loss: 0.031188 | val_loss: 0.0312038 | Time: 2884.18 ms [2020-12-23 10:22:52 main:581] : INFO : Epoch 1690 | loss: 0.0311882 | val_loss: 0.031201 | Time: 2891.97 ms [2020-12-23 10:22:55 main:581] : INFO : Epoch 1691 | loss: 0.031187 | val_loss: 0.0312011 | Time: 2905.07 ms [2020-12-23 10:22:58 main:581] : INFO : Epoch 1692 | loss: 0.0311875 | val_loss: 0.0312041 | Time: 2887.75 ms [2020-12-23 10:23:00 main:581] : INFO : Epoch 1693 | loss: 0.0311885 | val_loss: 0.0312004 | Time: 2898.52 ms [2020-12-23 10:23:03 main:581] : INFO : Epoch 1694 | loss: 0.0311873 | val_loss: 0.0312004 | Time: 2881.32 ms [2020-12-23 10:23:06 main:581] : INFO : Epoch 1695 | loss: 0.0311892 | val_loss: 0.0312006 | Time: 2893.4 ms [2020-12-23 10:23:09 main:581] : INFO : Epoch 1696 | loss: 0.0311888 | val_loss: 0.0312004 | Time: 2879.4 ms [2020-12-23 10:23:12 main:581] : INFO : Epoch 1697 | loss: 0.0311889 | val_loss: 0.0312036 | Time: 2879.5 ms [2020-12-23 10:23:15 main:581] : INFO : Epoch 1698 | loss: 0.0311879 | val_loss: 0.0312033 | Time: 2886.92 ms [2020-12-23 10:23:18 main:581] : INFO : Epoch 1699 | loss: 0.0311881 | val_loss: 0.0312027 | Time: 2885.82 ms [2020-12-23 10:23:21 main:581] : INFO : Epoch 1700 | loss: 0.0311886 | val_loss: 0.0312034 | Time: 2882.12 ms [2020-12-23 10:23:24 main:581] : INFO : Epoch 1701 | loss: 0.0311898 | val_loss: 0.0312009 | Time: 2890.22 ms [2020-12-23 10:23:26 main:581] : INFO : Epoch 1702 | loss: 0.0311887 | val_loss: 0.0312007 | Time: 2892.82 ms [2020-12-23 10:23:29 main:581] : INFO : Epoch 1703 | loss: 0.0311872 | val_loss: 0.0312006 | Time: 2894.72 ms [2020-12-23 10:23:32 main:581] : INFO : Epoch 1704 | loss: 0.031187 | val_loss: 0.0312024 | Time: 2887.7 ms [2020-12-23 10:23:35 main:581] : INFO : Epoch 1705 | loss: 0.0311856 | val_loss: 0.0312001 | Time: 2888.95 ms [2020-12-23 10:23:38 main:581] : INFO : Epoch 1706 | loss: 0.0311875 | val_loss: 0.0312056 | Time: 2887.28 ms [2020-12-23 10:23:41 main:581] : INFO : Epoch 1707 | loss: 0.0311886 | val_loss: 0.0312068 | Time: 2894.2 ms [2020-12-23 10:23:44 main:581] : INFO : Epoch 1708 | loss: 0.0311892 | val_loss: 0.0312026 | Time: 2885.54 ms [2020-12-23 10:23:47 main:581] : INFO : Epoch 1709 | loss: 0.0311889 | val_loss: 0.0312021 | Time: 2886.9 ms [2020-12-23 10:23:50 main:581] : INFO : Epoch 1710 | loss: 0.0311937 | val_loss: 0.0312021 | Time: 2890.12 ms [2020-12-23 10:23:52 main:581] : INFO : Epoch 1711 | loss: 0.0311948 | val_loss: 0.0312045 | Time: 2877.34 ms [2020-12-23 10:23:55 main:581] : INFO : Epoch 1712 | loss: 0.0311952 | val_loss: 0.0312062 | Time: 2899.13 ms [2020-12-23 10:23:58 main:581] : INFO : Epoch 1713 | loss: 0.0311935 | val_loss: 0.0312011 | Time: 2892.06 ms [2020-12-23 10:24:01 main:581] : INFO : Epoch 1714 | loss: 0.0311916 | val_loss: 0.0312009 | Time: 2911.45 ms [2020-12-23 10:24:04 main:581] : INFO : Epoch 1715 | loss: 0.0311914 | val_loss: 0.031201 | Time: 2885.63 ms [2020-12-23 10:24:07 main:581] : INFO : Epoch 1716 | loss: 0.0311899 | val_loss: 0.0311989 | Time: 2888.81 ms [2020-12-23 10:24:10 main:581] : INFO : Epoch 1717 | loss: 0.0311905 | val_loss: 0.0312012 | Time: 2888.42 ms [2020-12-23 10:24:13 main:581] : INFO : Epoch 1718 | loss: 0.0311921 | val_loss: 0.0312019 | Time: 2882.03 ms [2020-12-23 10:24:16 main:581] : INFO : Epoch 1719 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 2879.11 ms [2020-12-23 10:24:18 main:581] : INFO : Epoch 1720 | loss: 0.0311901 | val_loss: 0.031198 | Time: 2876.59 ms [2020-12-23 10:24:21 main:581] : INFO : Epoch 1721 | loss: 0.0311898 | val_loss: 0.0312012 | Time: 2887.52 ms [2020-12-23 10:24:24 main:581] : INFO : Epoch 1722 | loss: 0.031192 | val_loss: 0.0311975 | Time: 2905.73 ms [2020-12-23 10:24:27 main:581] : INFO : Epoch 1723 | loss: 0.0311892 | val_loss: 0.0312025 | Time: 2888.44 ms [2020-12-23 10:24:30 main:581] : INFO : Epoch 1724 | loss: 0.0311882 | val_loss: 0.0311996 | Time: 2885.2 ms [2020-12-23 10:24:33 main:581] : INFO : Epoch 1725 | loss: 0.0311873 | val_loss: 0.0311994 | Time: 2887.55 ms [2020-12-23 10:24:36 main:581] : INFO : Epoch 1726 | loss: 0.0311865 | val_loss: 0.0311979 | Time: 2883.97 ms [2020-12-23 10:24:39 main:581] : INFO : Epoch 1727 | loss: 0.0311875 | val_loss: 0.0312001 | Time: 2883.6 ms [2020-12-23 10:24:42 main:581] : INFO : Epoch 1728 | loss: 0.031188 | val_loss: 0.0312007 | Time: 2881.77 ms [2020-12-23 10:24:44 main:581] : INFO : Epoch 1729 | loss: 0.031187 | val_loss: 0.0311988 | Time: 2885.94 ms [2020-12-23 10:24:47 main:581] : INFO : Epoch 1730 | loss: 0.0311873 | val_loss: 0.0311982 | Time: 2884.64 ms [2020-12-23 10:24:50 main:581] : INFO : Epoch 1731 | loss: 0.0311864 | val_loss: 0.0311984 | Time: 2895.03 ms [2020-12-23 10:24:53 main:581] : INFO : Epoch 1732 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 2883.02 ms [2020-12-23 10:24:56 main:581] : INFO : Epoch 1733 | loss: 0.0311871 | val_loss: 0.0311991 | Time: 2910.62 ms [2020-12-23 10:24:59 main:581] : INFO : Epoch 1734 | loss: 0.0311865 | val_loss: 0.0311979 | Time: 2887.07 ms [2020-12-23 10:25:02 main:581] : INFO : Epoch 1735 | loss: 0.0311862 | val_loss: 0.0311973 | Time: 2906.86 ms [2020-12-23 10:25:05 main:581] : INFO : Epoch 1736 | loss: 0.0311849 | val_loss: 0.0311975 | Time: 2882.25 ms [2020-12-23 10:25:08 main:581] : INFO : Epoch 1737 | loss: 0.0311845 | val_loss: 0.0311988 | Time: 2889.67 ms [2020-12-23 10:25:10 main:581] : INFO : Epoch 1738 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 2890.31 ms [2020-12-23 10:25:13 main:581] : INFO : Epoch 1739 | loss: 0.0311848 | val_loss: 0.0311978 | Time: 2890.83 ms [2020-12-23 10:25:16 main:581] : INFO : Epoch 1740 | loss: 0.0311845 | val_loss: 0.031198 | Time: 2880.2 ms [2020-12-23 10:25:19 main:581] : INFO : Epoch 1741 | loss: 0.0311852 | val_loss: 0.0311995 | Time: 2887.21 ms [2020-12-23 10:25:22 main:581] : INFO : Epoch 1742 | loss: 0.0311852 | val_loss: 0.0311972 | Time: 2891.83 ms [2020-12-23 10:25:25 main:581] : INFO : Epoch 1743 | loss: 0.0311861 | val_loss: 0.0312003 | Time: 2908.34 ms [2020-12-23 10:25:28 main:581] : INFO : Epoch 1744 | loss: 0.0311851 | val_loss: 0.0311995 | Time: 2877.59 ms [2020-12-23 10:25:31 main:581] : INFO : Epoch 1745 | loss: 0.0311878 | val_loss: 0.031205 | Time: 2884.39 ms [2020-12-23 10:25:34 main:581] : INFO : Epoch 1746 | loss: 0.031188 | val_loss: 0.0312046 | Time: 2887.63 ms [2020-12-23 10:25:36 main:581] : INFO : Epoch 1747 | loss: 0.031194 | val_loss: 0.0312025 | Time: 2885.94 ms [2020-12-23 10:25:39 main:581] : INFO : Epoch 1748 | loss: 0.0311876 | val_loss: 0.0311997 | Time: 2885.94 ms [2020-12-23 10:25:42 main:581] : INFO : Epoch 1749 | loss: 0.0311846 | val_loss: 0.0312003 | Time: 2878.84 ms [2020-12-23 10:25:45 main:581] : INFO : Epoch 1750 | loss: 0.031187 | val_loss: 0.0311975 | Time: 2881.32 ms [2020-12-23 10:25:48 main:581] : INFO : Epoch 1751 | loss: 0.0311865 | val_loss: 0.0311989 | Time: 2884.44 ms [2020-12-23 10:25:51 main:581] : INFO : Epoch 1752 | loss: 0.0311871 | val_loss: 0.0311972 | Time: 2891.65 ms [2020-12-23 10:25:54 main:581] : INFO : Epoch 1753 | loss: 0.0311873 | val_loss: 0.031198 | Time: 2890.76 ms [2020-12-23 10:25:57 main:581] : INFO : Epoch 1754 | loss: 0.0311864 | val_loss: 0.0311979 | Time: 2892.97 ms [2020-12-23 10:26:00 main:581] : INFO : Epoch 1755 | loss: 0.0311861 | val_loss: 0.0311999 | Time: 2891.45 ms [2020-12-23 10:26:02 main:581] : INFO : Epoch 1756 | loss: 0.0311859 | val_loss: 0.0311979 | Time: 2884.09 ms [2020-12-23 10:26:05 main:581] : INFO : Epoch 1757 | loss: 0.0311858 | val_loss: 0.0311997 | Time: 2883.51 ms [2020-12-23 10:26:08 main:581] : INFO : Epoch 1758 | loss: 0.031188 | val_loss: 0.0311995 | Time: 2885.32 ms [2020-12-23 10:26:11 main:581] : INFO : Epoch 1759 | loss: 0.0311866 | val_loss: 0.0311971 | Time: 2888.39 ms [2020-12-23 10:26:14 main:581] : INFO : Epoch 1760 | loss: 0.0311863 | val_loss: 0.0311989 | Time: 2878.97 ms [2020-12-23 10:26:17 main:581] : INFO : Epoch 1761 | loss: 0.0311859 | val_loss: 0.0311971 | Time: 2889.53 ms [2020-12-23 10:26:20 main:581] : INFO : Epoch 1762 | loss: 0.0311857 | val_loss: 0.0311976 | Time: 2881.14 ms [2020-12-23 10:26:23 main:581] : INFO : Epoch 1763 | loss: 0.0311859 | val_loss: 0.0311997 | Time: 2889.67 ms [2020-12-23 10:26:26 main:581] : INFO : Epoch 1764 | loss: 0.0311863 | val_loss: 0.0311988 | Time: 2900.67 ms [2020-12-23 10:26:28 main:581] : INFO : Epoch 1765 | loss: 0.0311895 | val_loss: 0.031199 | Time: 2879.62 ms [2020-12-23 10:26:31 main:581] : INFO : Epoch 1766 | loss: 0.0311866 | val_loss: 0.0311972 | Time: 2880.9 ms [2020-12-23 10:26:34 main:581] : INFO : Epoch 1767 | loss: 0.0311865 | val_loss: 0.0311973 | Time: 2878.22 ms [2020-12-23 10:26:37 main:581] : INFO : Epoch 1768 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 2889.35 ms [2020-12-23 10:26:40 main:581] : INFO : Epoch 1769 | loss: 0.0311883 | val_loss: 0.031199 | Time: 2887.29 ms [2020-12-23 10:26:43 main:581] : INFO : Epoch 1770 | loss: 0.0311903 | val_loss: 0.0311989 | Time: 2878.69 ms [2020-12-23 10:26:46 main:581] : INFO : Epoch 1771 | loss: 0.0311905 | val_loss: 0.0311985 | Time: 2891.01 ms [2020-12-23 10:26:49 main:581] : INFO : Epoch 1772 | loss: 0.0311891 | val_loss: 0.0311978 | Time: 2886.61 ms [2020-12-23 10:26:52 main:581] : INFO : Epoch 1773 | loss: 0.0311876 | val_loss: 0.031198 | Time: 2881.22 ms [2020-12-23 10:26:54 main:581] : INFO : Epoch 1774 | loss: 0.0311866 | val_loss: 0.0311984 | Time: 2900.65 ms [2020-12-23 10:26:57 main:581] : INFO : Epoch 1775 | loss: 0.0311874 | val_loss: 0.0311973 | Time: 2893.03 ms [2020-12-23 10:27:00 main:581] : INFO : Epoch 1776 | loss: 0.0311869 | val_loss: 0.0312005 | Time: 2902.26 ms [2020-12-23 10:27:03 main:581] : INFO : Epoch 1777 | loss: 0.0311868 | val_loss: 0.0311959 | Time: 2881.55 ms [2020-12-23 10:27:06 main:581] : INFO : Epoch 1778 | loss: 0.0311862 | val_loss: 0.0311963 | Time: 2888.85 ms [2020-12-23 10:27:09 main:581] : INFO : Epoch 1779 | loss: 0.0311862 | val_loss: 0.0311985 | Time: 2893.21 ms [2020-12-23 10:27:12 main:581] : INFO : Epoch 1780 | loss: 0.031186 | val_loss: 0.0311978 | Time: 2881.86 ms [2020-12-23 10:27:15 main:581] : INFO : Epoch 1781 | loss: 0.0311855 | val_loss: 0.0312 | Time: 2887.26 ms [2020-12-23 10:27:18 main:581] : INFO : Epoch 1782 | loss: 0.031187 | val_loss: 0.0311997 | Time: 2891.47 ms [2020-12-23 10:27:20 main:581] : INFO : Epoch 1783 | loss: 0.0311858 | val_loss: 0.0311962 | Time: 2887.48 ms [2020-12-23 10:27:23 main:581] : INFO : Epoch 1784 | loss: 0.0311848 | val_loss: 0.0311984 | Time: 2861.64 ms [2020-12-23 10:27:26 main:581] : INFO : Epoch 1785 | loss: 0.0311876 | val_loss: 0.031197 | Time: 2907.1 ms [2020-12-23 10:27:29 main:581] : INFO : Epoch 1786 | loss: 0.0311877 | val_loss: 0.0311978 | Time: 2887.23 ms [2020-12-23 10:27:32 main:581] : INFO : Epoch 1787 | loss: 0.0311845 | val_loss: 0.0311975 | Time: 2883.98 ms [2020-12-23 10:27:35 main:581] : INFO : Epoch 1788 | loss: 0.0311843 | val_loss: 0.0311985 | Time: 2885.11 ms [2020-12-23 10:27:38 main:581] : INFO : Epoch 1789 | loss: 0.0311848 | val_loss: 0.031199 | Time: 2883.24 ms [2020-12-23 10:27:41 main:581] : INFO : Epoch 1790 | loss: 0.0311847 | val_loss: 0.0311991 | Time: 2889.4 ms [2020-12-23 10:27:44 main:581] : INFO : Epoch 1791 | loss: 0.0311859 | val_loss: 0.0312051 | Time: 2889.67 ms [2020-12-23 10:27:46 main:581] : INFO : Epoch 1792 | loss: 0.031187 | val_loss: 0.0311986 | Time: 2891.23 ms [2020-12-23 10:27:49 main:581] : INFO : Epoch 1793 | loss: 0.0311865 | val_loss: 0.0311996 | Time: 2883.13 ms [2020-12-23 10:27:52 main:581] : INFO : Epoch 1794 | loss: 0.031187 | val_loss: 0.031202 | Time: 2884.59 ms [2020-12-23 10:27:55 main:581] : INFO : Epoch 1795 | loss: 0.0311865 | val_loss: 0.0311977 | Time: 2910.25 ms [2020-12-23 10:27:58 main:581] : INFO : Epoch 1796 | loss: 0.0311861 | val_loss: 0.0311985 | Time: 2894.1 ms [2020-12-23 10:28:01 main:581] : INFO : Epoch 1797 | loss: 0.0311845 | val_loss: 0.0311995 | Time: 2908.75 ms [2020-12-23 10:28:04 main:581] : INFO : Epoch 1798 | loss: 0.0311853 | val_loss: 0.0311996 | Time: 2878.69 ms [2020-12-23 10:28:07 main:581] : INFO : Epoch 1799 | loss: 0.0311869 | val_loss: 0.031199 | Time: 2891.23 ms [2020-12-23 10:28:10 main:581] : INFO : Epoch 1800 | loss: 0.0311863 | val_loss: 0.031201 | Time: 2877.26 ms [2020-12-23 10:28:12 main:581] : INFO : Epoch 1801 | loss: 0.0311853 | val_loss: 0.0311994 | Time: 2878.71 ms [2020-12-23 10:28:15 main:581] : INFO : Epoch 1802 | loss: 0.0311847 | val_loss: 0.0311965 | Time: 2885.38 ms [2020-12-23 10:28:18 main:581] : INFO : Epoch 1803 | loss: 0.0311883 | val_loss: 0.0312018 | Time: 2882.9 ms [2020-12-23 10:28:21 main:581] : INFO : Epoch 1804 | loss: 0.0311868 | val_loss: 0.0312005 | Time: 2876.68 ms [2020-12-23 10:28:24 main:581] : INFO : Epoch 1805 | loss: 0.0311866 | val_loss: 0.0312124 | Time: 2911.18 ms [2020-12-23 10:28:27 main:581] : INFO : Epoch 1806 | loss: 0.0311864 | val_loss: 0.031199 | Time: 2889.98 ms [2020-12-23 10:28:30 main:581] : INFO : Epoch 1807 | loss: 0.0311887 | val_loss: 0.0311994 | Time: 2890.33 ms [2020-12-23 10:28:33 main:581] : INFO : Epoch 1808 | loss: 0.0311898 | val_loss: 0.0311999 | Time: 2878.7 ms [2020-12-23 10:28:36 main:581] : INFO : Epoch 1809 | loss: 0.0311853 | val_loss: 0.0311985 | Time: 2891.21 ms [2020-12-23 10:28:38 main:581] : INFO : Epoch 1810 | loss: 0.0311825 | val_loss: 0.0311969 | Time: 2892.64 ms [2020-12-23 10:28:41 main:581] : INFO : Epoch 1811 | loss: 0.0311826 | val_loss: 0.0311992 | Time: 2891.71 ms [2020-12-23 10:28:44 main:581] : INFO : Epoch 1812 | loss: 0.0311858 | val_loss: 0.0311979 | Time: 2882.92 ms [2020-12-23 10:28:47 main:581] : INFO : Epoch 1813 | loss: 0.0311865 | val_loss: 0.0311983 | Time: 2889 ms [2020-12-23 10:28:50 main:581] : INFO : Epoch 1814 | loss: 0.0311856 | val_loss: 0.0311997 | Time: 2888.92 ms [2020-12-23 10:28:53 main:581] : INFO : Epoch 1815 | loss: 0.0311872 | val_loss: 0.031197 | Time: 2892.78 ms [2020-12-23 10:28:56 main:581] : INFO : Epoch 1816 | loss: 0.031188 | val_loss: 0.0311956 | Time: 2903.81 ms [2020-12-23 10:28:59 main:581] : INFO : Epoch 1817 | loss: 0.0311878 | val_loss: 0.0311945 | Time: 2892.48 ms [2020-12-23 10:29:02 main:581] : INFO : Epoch 1818 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 2911.37 ms [2020-12-23 10:29:04 main:581] : INFO : Epoch 1819 | loss: 0.0311865 | val_loss: 0.0311959 | Time: 2883.85 ms [2020-12-23 10:29:07 main:581] : INFO : Epoch 1820 | loss: 0.0311868 | val_loss: 0.0311956 | Time: 2893.87 ms [2020-12-23 10:29:10 main:581] : INFO : Epoch 1821 | loss: 0.0311866 | val_loss: 0.0311993 | Time: 2886.82 ms [2020-12-23 10:29:13 main:581] : INFO : Epoch 1822 | loss: 0.0311867 | val_loss: 0.0311952 | Time: 2893.55 ms [2020-12-23 10:29:16 main:581] : INFO : Epoch 1823 | loss: 0.0311869 | val_loss: 0.0311984 | Time: 2873.13 ms [2020-12-23 10:29:19 main:581] : INFO : Epoch 1824 | loss: 0.0311888 | val_loss: 0.031194 | Time: 2884.66 ms [2020-12-23 10:29:22 main:581] : INFO : Epoch 1825 | loss: 0.0311873 | val_loss: 0.0311956 | Time: 2883.31 ms [2020-12-23 10:29:25 main:581] : INFO : Epoch 1826 | loss: 0.0311873 | val_loss: 0.0311974 | Time: 2908.21 ms [2020-12-23 10:29:28 main:581] : INFO : Epoch 1827 | loss: 0.0311865 | val_loss: 0.0312017 | Time: 2881.72 ms [2020-12-23 10:29:30 main:581] : INFO : Epoch 1828 | loss: 0.0311874 | val_loss: 0.0311954 | Time: 2887.13 ms [2020-12-23 10:29:33 main:581] : INFO : Epoch 1829 | loss: 0.0311882 | val_loss: 0.0311986 | Time: 2889.12 ms [2020-12-23 10:29:36 main:581] : INFO : Epoch 1830 | loss: 0.0311879 | val_loss: 0.0311989 | Time: 2876.85 ms [2020-12-23 10:29:39 main:581] : INFO : Epoch 1831 | loss: 0.0311899 | val_loss: 0.0312034 | Time: 2888.13 ms [2020-12-23 10:29:42 main:581] : INFO : Epoch 1832 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 2882.44 ms [2020-12-23 10:29:45 main:581] : INFO : Epoch 1833 | loss: 0.0311887 | val_loss: 0.0311978 | Time: 2882.22 ms [2020-12-23 10:29:48 main:581] : INFO : Epoch 1834 | loss: 0.0311862 | val_loss: 0.0311967 | Time: 2885.39 ms [2020-12-23 10:29:51 main:581] : INFO : Epoch 1835 | loss: 0.0311891 | val_loss: 0.031197 | Time: 2881.39 ms [2020-12-23 10:29:54 main:581] : INFO : Epoch 1836 | loss: 0.0311891 | val_loss: 0.031197 | Time: 2887.16 ms [2020-12-23 10:29:56 main:581] : INFO : Epoch 1837 | loss: 0.0311893 | val_loss: 0.0311959 | Time: 2878.27 ms [2020-12-23 10:29:59 main:581] : INFO : Epoch 1838 | loss: 0.0311881 | val_loss: 0.0311984 | Time: 2891.64 ms [2020-12-23 10:30:02 main:581] : INFO : Epoch 1839 | loss: 0.0311871 | val_loss: 0.0311958 | Time: 2912.29 ms [2020-12-23 10:30:05 main:581] : INFO : Epoch 1840 | loss: 0.0311856 | val_loss: 0.0311958 | Time: 2879.91 ms [2020-12-23 10:30:08 main:581] : INFO : Epoch 1841 | loss: 0.0311853 | val_loss: 0.0311939 | Time: 2890.94 ms [2020-12-23 10:30:11 main:581] : INFO : Epoch 1842 | loss: 0.0311869 | val_loss: 0.0311951 | Time: 2880.79 ms [2020-12-23 10:30:14 main:581] : INFO : Epoch 1843 | loss: 0.031185 | val_loss: 0.0311941 | Time: 2880.76 ms [2020-12-23 10:30:17 main:581] : INFO : Epoch 1844 | loss: 0.0311866 | val_loss: 0.0311976 | Time: 2884.19 ms [2020-12-23 10:30:20 main:581] : INFO : Epoch 1845 | loss: 0.0311874 | val_loss: 0.0311978 | Time: 2889.12 ms [2020-12-23 10:30:22 main:581] : INFO : Epoch 1846 | loss: 0.0311873 | val_loss: 0.0311982 | Time: 2880.04 ms [2020-12-23 10:30:25 main:581] : INFO : Epoch 1847 | loss: 0.0311871 | val_loss: 0.0311977 | Time: 2906.84 ms [2020-12-23 10:30:28 main:581] : INFO : Epoch 1848 | loss: 0.0311873 | val_loss: 0.0312011 | Time: 2886.95 ms [2020-12-23 10:30:31 main:581] : INFO : Epoch 1849 | loss: 0.0311849 | val_loss: 0.0311979 | Time: 2893 ms [2020-12-23 10:30:34 main:581] : INFO : Epoch 1850 | loss: 0.031185 | val_loss: 0.0311956 | Time: 2891.81 ms [2020-12-23 10:30:37 main:581] : INFO : Epoch 1851 | loss: 0.031186 | val_loss: 0.0311956 | Time: 2880.19 ms [2020-12-23 10:30:40 main:581] : INFO : Epoch 1852 | loss: 0.031185 | val_loss: 0.0311964 | Time: 2889.73 ms [2020-12-23 10:30:43 main:581] : INFO : Epoch 1853 | loss: 0.0311843 | val_loss: 0.0311951 | Time: 2889.71 ms [2020-12-23 10:30:46 main:581] : INFO : Epoch 1854 | loss: 0.0311856 | val_loss: 0.031196 | Time: 2889.29 ms [2020-12-23 10:30:48 main:581] : INFO : Epoch 1855 | loss: 0.031185 | val_loss: 0.0311941 | Time: 2881.61 ms [2020-12-23 10:30:51 main:581] : INFO : Epoch 1856 | loss: 0.0311833 | val_loss: 0.0311935 | Time: 2888.86 ms [2020-12-23 10:30:54 main:581] : INFO : Epoch 1857 | loss: 0.0311839 | val_loss: 0.0311946 | Time: 2913.91 ms [2020-12-23 10:30:57 main:581] : INFO : Epoch 1858 | loss: 0.031183 | val_loss: 0.0311977 | Time: 2890.23 ms [2020-12-23 10:31:00 main:581] : INFO : Epoch 1859 | loss: 0.0311856 | val_loss: 0.0311935 | Time: 2912.69 ms [2020-12-23 10:31:03 main:581] : INFO : Epoch 1860 | loss: 0.031187 | val_loss: 0.0311969 | Time: 2883.78 ms [2020-12-23 10:31:06 main:581] : INFO : Epoch 1861 | loss: 0.0311831 | val_loss: 0.0311951 | Time: 2884 ms [2020-12-23 10:31:09 main:581] : INFO : Epoch 1862 | loss: 0.0311826 | val_loss: 0.0311967 | Time: 2889.84 ms [2020-12-23 10:31:12 main:581] : INFO : Epoch 1863 | loss: 0.0311854 | val_loss: 0.0311949 | Time: 2880.65 ms [2020-12-23 10:31:14 main:581] : INFO : Epoch 1864 | loss: 0.0311855 | val_loss: 0.0311986 | Time: 2890.7 ms [2020-12-23 10:31:17 main:581] : INFO : Epoch 1865 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 2895.67 ms [2020-12-23 10:31:20 main:581] : INFO : Epoch 1866 | loss: 0.0311872 | val_loss: 0.031196 | Time: 2892.79 ms [2020-12-23 10:31:23 main:581] : INFO : Epoch 1867 | loss: 0.0311839 | val_loss: 0.0311945 | Time: 2882.73 ms [2020-12-23 10:31:26 main:581] : INFO : Epoch 1868 | loss: 0.0311853 | val_loss: 0.0311981 | Time: 2906.53 ms [2020-12-23 10:31:29 main:581] : INFO : Epoch 1869 | loss: 0.0311852 | val_loss: 0.031195 | Time: 2886.51 ms [2020-12-23 10:31:32 main:581] : INFO : Epoch 1870 | loss: 0.0311838 | val_loss: 0.0311954 | Time: 2885.29 ms [2020-12-23 10:31:35 main:581] : INFO : Epoch 1871 | loss: 0.0311834 | val_loss: 0.0311951 | Time: 2881.07 ms [2020-12-23 10:31:38 main:581] : INFO : Epoch 1872 | loss: 0.031183 | val_loss: 0.031196 | Time: 2889.06 ms [2020-12-23 10:31:41 main:581] : INFO : Epoch 1873 | loss: 0.0311873 | val_loss: 0.0311969 | Time: 2887.9 ms [2020-12-23 10:31:43 main:581] : INFO : Epoch 1874 | loss: 0.0311863 | val_loss: 0.0311953 | Time: 2887.37 ms [2020-12-23 10:31:46 main:581] : INFO : Epoch 1875 | loss: 0.0311866 | val_loss: 0.0311972 | Time: 2896.56 ms [2020-12-23 10:31:49 main:581] : INFO : Epoch 1876 | loss: 0.0311874 | val_loss: 0.0311982 | Time: 2889.5 ms [2020-12-23 10:31:52 main:581] : INFO : Epoch 1877 | loss: 0.0311906 | val_loss: 0.0311982 | Time: 2883.06 ms [2020-12-23 10:31:55 main:581] : INFO : Epoch 1878 | loss: 0.031192 | val_loss: 0.0311997 | Time: 2910.63 ms [2020-12-23 10:31:58 main:581] : INFO : Epoch 1879 | loss: 0.0311912 | val_loss: 0.031201 | Time: 2887.92 ms [2020-12-23 10:32:01 main:581] : INFO : Epoch 1880 | loss: 0.0311907 | val_loss: 0.0311999 | Time: 2893.37 ms [2020-12-23 10:32:04 main:581] : INFO : Epoch 1881 | loss: 0.0311896 | val_loss: 0.0311989 | Time: 2881.36 ms [2020-12-23 10:32:07 main:581] : INFO : Epoch 1882 | loss: 0.0311898 | val_loss: 0.0312004 | Time: 2883.56 ms [2020-12-23 10:32:09 main:581] : INFO : Epoch 1883 | loss: 0.03119 | val_loss: 0.0312007 | Time: 2887.21 ms [2020-12-23 10:32:12 main:581] : INFO : Epoch 1884 | loss: 0.0311907 | val_loss: 0.0311992 | Time: 2878.11 ms [2020-12-23 10:32:15 main:581] : INFO : Epoch 1885 | loss: 0.0311906 | val_loss: 0.0312012 | Time: 2889.94 ms [2020-12-23 10:32:18 main:581] : INFO : Epoch 1886 | loss: 0.031196 | val_loss: 0.0312068 | Time: 2890.32 ms [2020-12-23 10:32:21 main:581] : INFO : Epoch 1887 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 2883.07 ms [2020-12-23 10:32:24 main:581] : INFO : Epoch 1888 | loss: 0.0311946 | val_loss: 0.0311999 | Time: 2898.42 ms [2020-12-23 10:32:27 main:581] : INFO : Epoch 1889 | loss: 0.0311961 | val_loss: 0.0311988 | Time: 2884.62 ms [2020-12-23 10:32:30 main:581] : INFO : Epoch 1890 | loss: 0.0311976 | val_loss: 0.0311972 | Time: 2891.51 ms [2020-12-23 10:32:33 main:581] : INFO : Epoch 1891 | loss: 0.0311961 | val_loss: 0.0312012 | Time: 2888.5 ms [2020-12-23 10:32:35 main:581] : INFO : Epoch 1892 | loss: 0.0311972 | val_loss: 0.0312 | Time: 2885.1 ms [2020-12-23 10:32:38 main:581] : INFO : Epoch 1893 | loss: 0.0311969 | val_loss: 0.0312002 | Time: 2885.96 ms [2020-12-23 10:32:41 main:581] : INFO : Epoch 1894 | loss: 0.0311962 | val_loss: 0.0312006 | Time: 2888.32 ms [2020-12-23 10:32:44 main:581] : INFO : Epoch 1895 | loss: 0.031195 | val_loss: 0.0311986 | Time: 2892.93 ms [2020-12-23 10:32:47 main:581] : INFO : Epoch 1896 | loss: 0.031193 | val_loss: 0.0311988 | Time: 2885.82 ms [2020-12-23 10:32:50 main:581] : INFO : Epoch 1897 | loss: 0.0311927 | val_loss: 0.0311976 | Time: 2889.44 ms [2020-12-23 10:32:53 main:581] : INFO : Epoch 1898 | loss: 0.031192 | val_loss: 0.0311977 | Time: 2889.41 ms [2020-12-23 10:32:56 main:581] : INFO : Epoch 1899 | loss: 0.0311921 | val_loss: 0.0311991 | Time: 2906.46 ms [2020-12-23 10:32:59 main:581] : INFO : Epoch 1900 | loss: 0.0311931 | val_loss: 0.0312008 | Time: 2883.41 ms [2020-12-23 10:33:01 main:581] : INFO : Epoch 1901 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 2901.12 ms [2020-12-23 10:33:04 main:581] : INFO : Epoch 1902 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 2880.43 ms [2020-12-23 10:33:07 main:581] : INFO : Epoch 1903 | loss: 0.0311928 | val_loss: 0.0311973 | Time: 2872.29 ms [2020-12-23 10:33:10 main:581] : INFO : Epoch 1904 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 2891.94 ms [2020-12-23 10:33:13 main:581] : INFO : Epoch 1905 | loss: 0.0311934 | val_loss: 0.0312025 | Time: 2887.16 ms [2020-12-23 10:33:16 main:581] : INFO : Epoch 1906 | loss: 0.031196 | val_loss: 0.0311981 | Time: 2886.25 ms [2020-12-23 10:33:19 main:581] : INFO : Epoch 1907 | loss: 0.0311935 | val_loss: 0.0311976 | Time: 2892.93 ms [2020-12-23 10:33:22 main:581] : INFO : Epoch 1908 | loss: 0.0311936 | val_loss: 0.0312034 | Time: 2888.43 ms [2020-12-23 10:33:25 main:581] : INFO : Epoch 1909 | loss: 0.0311945 | val_loss: 0.0312025 | Time: 2906.45 ms [2020-12-23 10:33:27 main:581] : INFO : Epoch 1910 | loss: 0.0311944 | val_loss: 0.0312015 | Time: 2878.84 ms [2020-12-23 10:33:30 main:581] : INFO : Epoch 1911 | loss: 0.0311948 | val_loss: 0.0311996 | Time: 2884.31 ms [2020-12-23 10:33:33 main:581] : INFO : Epoch 1912 | loss: 0.0311962 | val_loss: 0.0312004 | Time: 2884.48 ms [2020-12-23 10:33:36 main:581] : INFO : Epoch 1913 | loss: 0.0311987 | val_loss: 0.0312013 | Time: 2877.86 ms [2020-12-23 10:33:39 main:581] : INFO : Epoch 1914 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 2880.98 ms [2020-12-23 10:33:42 main:581] : INFO : Epoch 1915 | loss: 0.0311956 | val_loss: 0.0312005 | Time: 2881.07 ms [2020-12-23 10:33:45 main:581] : INFO : Epoch 1916 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 2875.23 ms [2020-12-23 10:33:48 main:581] : INFO : Epoch 1917 | loss: 0.0311965 | val_loss: 0.031202 | Time: 2885.93 ms [2020-12-23 10:33:51 main:581] : INFO : Epoch 1918 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 2888.56 ms [2020-12-23 10:33:53 main:581] : INFO : Epoch 1919 | loss: 0.0311965 | val_loss: 0.0312012 | Time: 2889.3 ms [2020-12-23 10:33:56 main:581] : INFO : Epoch 1920 | loss: 0.0311947 | val_loss: 0.0312001 | Time: 2909.07 ms [2020-12-23 10:33:59 main:581] : INFO : Epoch 1921 | loss: 0.0311944 | val_loss: 0.0311992 | Time: 2887.76 ms [2020-12-23 10:34:02 main:581] : INFO : Epoch 1922 | loss: 0.0311945 | val_loss: 0.0312013 | Time: 2906.9 ms [2020-12-23 10:34:05 main:581] : INFO : Epoch 1923 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 2887.07 ms [2020-12-23 10:34:08 main:581] : INFO : Epoch 1924 | loss: 0.0311937 | val_loss: 0.0312013 | Time: 2877.62 ms [2020-12-23 10:34:11 main:581] : INFO : Epoch 1925 | loss: 0.0311947 | val_loss: 0.0311995 | Time: 2881.6 ms [2020-12-23 10:34:14 main:581] : INFO : Epoch 1926 | loss: 0.0311935 | val_loss: 0.0311991 | Time: 2875.99 ms [2020-12-23 10:34:17 main:581] : INFO : Epoch 1927 | loss: 0.0311924 | val_loss: 0.0311977 | Time: 2878.02 ms [2020-12-23 10:34:19 main:581] : INFO : Epoch 1928 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 2888.53 ms [2020-12-23 10:34:22 main:581] : INFO : Epoch 1929 | loss: 0.0311921 | val_loss: 0.0311965 | Time: 2878.67 ms [2020-12-23 10:34:25 main:581] : INFO : Epoch 1930 | loss: 0.0311925 | val_loss: 0.0311963 | Time: 2907.1 ms [2020-12-23 10:34:28 main:581] : INFO : Epoch 1931 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 2886.87 ms [2020-12-23 10:34:31 main:581] : INFO : Epoch 1932 | loss: 0.0311969 | val_loss: 0.0312067 | Time: 2891.81 ms [2020-12-23 10:34:34 main:581] : INFO : Epoch 1933 | loss: 0.0311973 | val_loss: 0.0312011 | Time: 2887.91 ms [2020-12-23 10:34:37 main:581] : INFO : Epoch 1934 | loss: 0.0311956 | val_loss: 0.0312017 | Time: 2889.78 ms [2020-12-23 10:34:40 main:581] : INFO : Epoch 1935 | loss: 0.0311955 | val_loss: 0.0311995 | Time: 2890.24 ms [2020-12-23 10:34:43 main:581] : INFO : Epoch 1936 | loss: 0.031195 | val_loss: 0.0311992 | Time: 2879.58 ms [2020-12-23 10:34:45 main:581] : INFO : Epoch 1937 | loss: 0.0311939 | val_loss: 0.0311991 | Time: 2891.42 ms [2020-12-23 10:34:48 main:581] : INFO : Epoch 1938 | loss: 0.0311937 | val_loss: 0.0312005 | Time: 2872.59 ms [2020-12-23 10:34:51 main:581] : INFO : Epoch 1939 | loss: 0.0311935 | val_loss: 0.0311993 | Time: 2879.5 ms [2020-12-23 10:34:54 main:581] : INFO : Epoch 1940 | loss: 0.0311927 | val_loss: 0.0312 | Time: 2899.22 ms [2020-12-23 10:34:57 main:581] : INFO : Epoch 1941 | loss: 0.0311928 | val_loss: 0.0312013 | Time: 2892.78 ms [2020-12-23 10:35:00 main:581] : INFO : Epoch 1942 | loss: 0.0311924 | val_loss: 0.0311991 | Time: 2891.46 ms [2020-12-23 10:35:03 main:581] : INFO : Epoch 1943 | loss: 0.0311917 | val_loss: 0.0311992 | Time: 2888.2 ms [2020-12-23 10:35:06 main:581] : INFO : Epoch 1944 | loss: 0.0311911 | val_loss: 0.0311991 | Time: 2877.31 ms [2020-12-23 10:35:08 main:581] : INFO : Epoch 1945 | loss: 0.03119 | val_loss: 0.0312013 | Time: 2887.91 ms [2020-12-23 10:35:11 main:581] : INFO : Epoch 1946 | loss: 0.0311909 | val_loss: 0.0312014 | Time: 2888.03 ms [2020-12-23 10:35:14 main:581] : INFO : Epoch 1947 | loss: 0.0311923 | val_loss: 0.0312027 | Time: 2885.72 ms [2020-12-23 10:35:17 main:581] : INFO : Epoch 1948 | loss: 0.031193 | val_loss: 0.0312012 | Time: 2880.2 ms [2020-12-23 10:35:20 main:581] : INFO : Epoch 1949 | loss: 0.0311956 | val_loss: 0.0312042 | Time: 2883.92 ms [2020-12-23 10:35:23 main:581] : INFO : Epoch 1950 | loss: 0.0311948 | val_loss: 0.031199 | Time: 2881.55 ms [2020-12-23 10:35:26 main:581] : INFO : Epoch 1951 | loss: 0.0311943 | val_loss: 0.0312004 | Time: 2910.91 ms [2020-12-23 10:35:29 main:581] : INFO : Epoch 1952 | loss: 0.0311943 | val_loss: 0.0312017 | Time: 2892 ms [2020-12-23 10:35:32 main:581] : INFO : Epoch 1953 | loss: 0.0311936 | val_loss: 0.0312017 | Time: 2888.19 ms [2020-12-23 10:35:35 main:581] : INFO : Epoch 1954 | loss: 0.0311929 | val_loss: 0.0312013 | Time: 2887.2 ms [2020-12-23 10:35:37 main:581] : INFO : Epoch 1955 | loss: 0.0311924 | val_loss: 0.031199 | Time: 2882.57 ms [2020-12-23 10:35:40 main:581] : INFO : Epoch 1956 | loss: 0.0311935 | val_loss: 0.0312006 | Time: 2884.74 ms [2020-12-23 10:35:43 main:581] : INFO : Epoch 1957 | loss: 0.0311945 | val_loss: 0.0312058 | Time: 2878.31 ms [2020-12-23 10:35:46 main:581] : INFO : Epoch 1958 | loss: 0.0311938 | val_loss: 0.0311999 | Time: 2885.47 ms [2020-12-23 10:35:49 main:581] : INFO : Epoch 1959 | loss: 0.0311912 | val_loss: 0.0311969 | Time: 2886.77 ms [2020-12-23 10:35:52 main:581] : INFO : Epoch 1960 | loss: 0.0311904 | val_loss: 0.0311989 | Time: 2893.49 ms [2020-12-23 10:35:55 main:581] : INFO : Epoch 1961 | loss: 0.0311887 | val_loss: 0.0311976 | Time: 2916.05 ms [2020-12-23 10:35:58 main:581] : INFO : Epoch 1962 | loss: 0.0311892 | val_loss: 0.0311987 | Time: 2890.61 ms [2020-12-23 10:36:01 main:581] : INFO : Epoch 1963 | loss: 0.0311895 | val_loss: 0.0311971 | Time: 2912.38 ms [2020-12-23 10:36:03 main:581] : INFO : Epoch 1964 | loss: 0.0311908 | val_loss: 0.0312006 | Time: 2883.67 ms [2020-12-23 10:36:06 main:581] : INFO : Epoch 1965 | loss: 0.0311926 | val_loss: 0.0312009 | Time: 2881.2 ms [2020-12-23 10:36:09 main:581] : INFO : Epoch 1966 | loss: 0.0311925 | val_loss: 0.0311985 | Time: 2892.76 ms [2020-12-23 10:36:12 main:581] : INFO : Epoch 1967 | loss: 0.0311922 | val_loss: 0.031199 | Time: 2884.31 ms [2020-12-23 10:36:15 main:581] : INFO : Epoch 1968 | loss: 0.0311927 | val_loss: 0.0311993 | Time: 2885.6 ms [2020-12-23 10:36:18 main:581] : INFO : Epoch 1969 | loss: 0.0311905 | val_loss: 0.0311987 | Time: 2881.04 ms [2020-12-23 10:36:21 main:581] : INFO : Epoch 1970 | loss: 0.0311903 | val_loss: 0.0311988 | Time: 2882.93 ms [2020-12-23 10:36:24 main:581] : INFO : Epoch 1971 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 2895.97 ms [2020-12-23 10:36:27 main:581] : INFO : Epoch 1972 | loss: 0.0311897 | val_loss: 0.0311985 | Time: 2888.1 ms [2020-12-23 10:36:29 main:581] : INFO : Epoch 1973 | loss: 0.0311897 | val_loss: 0.0311985 | Time: 2883.8 ms [2020-12-23 10:36:32 main:581] : INFO : Epoch 1974 | loss: 0.0311906 | val_loss: 0.0311992 | Time: 2890.79 ms [2020-12-23 10:36:35 main:581] : INFO : Epoch 1975 | loss: 0.0311929 | val_loss: 0.0311984 | Time: 2879.12 ms [2020-12-23 10:36:38 main:581] : INFO : Epoch 1976 | loss: 0.0311929 | val_loss: 0.0311991 | Time: 2877.39 ms [2020-12-23 10:36:41 main:581] : INFO : Epoch 1977 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 2885.21 ms [2020-12-23 10:36:44 main:581] : INFO : Epoch 1978 | loss: 0.0311929 | val_loss: 0.0311982 | Time: 2891.4 ms [2020-12-23 10:36:47 main:581] : INFO : Epoch 1979 | loss: 0.0311924 | val_loss: 0.0311972 | Time: 2885.92 ms [2020-12-23 10:36:50 main:581] : INFO : Epoch 1980 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 2891.1 ms [2020-12-23 10:36:53 main:581] : INFO : Epoch 1981 | loss: 0.0311897 | val_loss: 0.0311998 | Time: 2887.11 ms [2020-12-23 10:36:55 main:581] : INFO : Epoch 1982 | loss: 0.0311895 | val_loss: 0.0312004 | Time: 2902.86 ms [2020-12-23 10:36:58 main:581] : INFO : Epoch 1983 | loss: 0.0311901 | val_loss: 0.0311982 | Time: 2885.75 ms [2020-12-23 10:37:01 main:581] : INFO : Epoch 1984 | loss: 0.031189 | val_loss: 0.0311955 | Time: 2907.85 ms [2020-12-23 10:37:04 main:581] : INFO : Epoch 1985 | loss: 0.0311882 | val_loss: 0.0311964 | Time: 2887.15 ms [2020-12-23 10:37:07 main:581] : INFO : Epoch 1986 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 2877.47 ms [2020-12-23 10:37:10 main:581] : INFO : Epoch 1987 | loss: 0.0311873 | val_loss: 0.0311961 | Time: 2822.71 ms [2020-12-23 10:37:13 main:581] : INFO : Epoch 1988 | loss: 0.03119 | val_loss: 0.031201 | Time: 2845.23 ms [2020-12-23 10:37:15 main:581] : INFO : Epoch 1989 | loss: 0.0311902 | val_loss: 0.0311972 | Time: 2854.93 ms [2020-12-23 10:37:18 main:581] : INFO : Epoch 1990 | loss: 0.0311883 | val_loss: 0.0311977 | Time: 2863.18 ms [2020-12-23 10:37:21 main:581] : INFO : Epoch 1991 | loss: 0.0311873 | val_loss: 0.0311967 | Time: 2885.04 ms [2020-12-23 10:37:24 main:581] : INFO : Epoch 1992 | loss: 0.0311877 | val_loss: 0.0311971 | Time: 2901.99 ms [2020-12-23 10:37:27 main:581] : INFO : Epoch 1993 | loss: 0.0311863 | val_loss: 0.0311966 | Time: 2873.22 ms [2020-12-23 10:37:30 main:581] : INFO : Epoch 1994 | loss: 0.0311933 | val_loss: 0.0312047 | Time: 2876.2 ms [2020-12-23 10:37:33 main:581] : INFO : Epoch 1995 | loss: 0.0311979 | val_loss: 0.0312027 | Time: 2885.7 ms [2020-12-23 10:37:36 main:581] : INFO : Epoch 1996 | loss: 0.0311975 | val_loss: 0.0312015 | Time: 2882.21 ms [2020-12-23 10:37:39 main:581] : INFO : Epoch 1997 | loss: 0.0311959 | val_loss: 0.0312019 | Time: 2883.7 ms [2020-12-23 10:37:41 main:581] : INFO : Epoch 1998 | loss: 0.0311953 | val_loss: 0.0312081 | Time: 2876.22 ms [2020-12-23 10:37:44 main:581] : INFO : Epoch 1999 | loss: 0.0311964 | val_loss: 0.0312021 | Time: 2890.8 ms [2020-12-23 10:37:47 main:581] : INFO : Epoch 2000 | loss: 0.0311952 | val_loss: 0.0312014 | Time: 2887.36 ms [2020-12-23 10:37:50 main:581] : INFO : Epoch 2001 | loss: 0.0311963 | val_loss: 0.0312006 | Time: 2890.7 ms [2020-12-23 10:37:53 main:581] : INFO : Epoch 2002 | loss: 0.031195 | val_loss: 0.0312051 | Time: 2888.13 ms [2020-12-23 10:37:56 main:581] : INFO : Epoch 2003 | loss: 0.0311955 | val_loss: 0.0312041 | Time: 2899.24 ms [2020-12-23 10:37:59 main:581] : INFO : Epoch 2004 | loss: 0.0311964 | val_loss: 0.0312033 | Time: 2887.22 ms [2020-12-23 10:38:02 main:581] : INFO : Epoch 2005 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 2907.05 ms [2020-12-23 10:38:05 main:581] : INFO : Epoch 2006 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 2888.1 ms [2020-12-23 10:38:07 main:581] : INFO : Epoch 2007 | loss: 0.0311944 | val_loss: 0.0311994 | Time: 2885.21 ms [2020-12-23 10:38:10 main:581] : INFO : Epoch 2008 | loss: 0.0311932 | val_loss: 0.0312001 | Time: 2883.82 ms [2020-12-23 10:38:13 main:581] : INFO : Epoch 2009 | loss: 0.0311932 | val_loss: 0.0311982 | Time: 2889.72 ms [2020-12-23 10:38:16 main:581] : INFO : Epoch 2010 | loss: 0.0311914 | val_loss: 0.0311993 | Time: 2888.62 ms [2020-12-23 10:38:19 main:581] : INFO : Epoch 2011 | loss: 0.0311919 | val_loss: 0.0311968 | Time: 2877.49 ms [2020-12-23 10:38:22 main:581] : INFO : Epoch 2012 | loss: 0.0311907 | val_loss: 0.0311982 | Time: 2878.89 ms [2020-12-23 10:38:25 main:581] : INFO : Epoch 2013 | loss: 0.0311916 | val_loss: 0.0311989 | Time: 2898.17 ms [2020-12-23 10:38:28 main:581] : INFO : Epoch 2014 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 2884.05 ms [2020-12-23 10:38:31 main:581] : INFO : Epoch 2015 | loss: 0.0311923 | val_loss: 0.031197 | Time: 2877.86 ms [2020-12-23 10:38:33 main:581] : INFO : Epoch 2016 | loss: 0.0311926 | val_loss: 0.0311976 | Time: 2875.97 ms [2020-12-23 10:38:36 main:581] : INFO : Epoch 2017 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 2881.95 ms [2020-12-23 10:38:39 main:581] : INFO : Epoch 2018 | loss: 0.031192 | val_loss: 0.0311972 | Time: 2890.16 ms [2020-12-23 10:38:42 main:581] : INFO : Epoch 2019 | loss: 0.031191 | val_loss: 0.0311956 | Time: 2887.59 ms [2020-12-23 10:38:45 main:581] : INFO : Epoch 2020 | loss: 0.0311906 | val_loss: 0.0311996 | Time: 2880.01 ms [2020-12-23 10:38:48 main:581] : INFO : Epoch 2021 | loss: 0.0311918 | val_loss: 0.0311967 | Time: 2881.37 ms [2020-12-23 10:38:51 main:581] : INFO : Epoch 2022 | loss: 0.0311934 | val_loss: 0.0312009 | Time: 2893.49 ms [2020-12-23 10:38:54 main:581] : INFO : Epoch 2023 | loss: 0.0311945 | val_loss: 0.0311973 | Time: 2896.8 ms [2020-12-23 10:38:57 main:581] : INFO : Epoch 2024 | loss: 0.0311925 | val_loss: 0.0311977 | Time: 2888.25 ms [2020-12-23 10:38:59 main:581] : INFO : Epoch 2025 | loss: 0.0311958 | val_loss: 0.0312 | Time: 2882.21 ms [2020-12-23 10:39:02 main:581] : INFO : Epoch 2026 | loss: 0.0311967 | val_loss: 0.0312018 | Time: 2903.62 ms [2020-12-23 10:39:05 main:581] : INFO : Epoch 2027 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 2884.1 ms [2020-12-23 10:39:08 main:581] : INFO : Epoch 2028 | loss: 0.0311938 | val_loss: 0.0312007 | Time: 2887.74 ms [2020-12-23 10:39:11 main:581] : INFO : Epoch 2029 | loss: 0.0311922 | val_loss: 0.0311997 | Time: 2879.15 ms [2020-12-23 10:39:14 main:581] : INFO : Epoch 2030 | loss: 0.0311936 | val_loss: 0.0311979 | Time: 2883.28 ms [2020-12-23 10:39:17 main:581] : INFO : Epoch 2031 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 2878.37 ms [2020-12-23 10:39:20 main:581] : INFO : Epoch 2032 | loss: 0.0311935 | val_loss: 0.0311987 | Time: 2879.31 ms [2020-12-23 10:39:22 main:581] : INFO : Epoch 2033 | loss: 0.0311932 | val_loss: 0.0311988 | Time: 2881.12 ms [2020-12-23 10:39:25 main:581] : INFO : Epoch 2034 | loss: 0.0311931 | val_loss: 0.031198 | Time: 2906.91 ms [2020-12-23 10:39:28 main:581] : INFO : Epoch 2035 | loss: 0.0311915 | val_loss: 0.0311992 | Time: 2885.29 ms [2020-12-23 10:39:31 main:581] : INFO : Epoch 2036 | loss: 0.0311936 | val_loss: 0.0312003 | Time: 2882.65 ms [2020-12-23 10:39:34 main:581] : INFO : Epoch 2037 | loss: 0.0311956 | val_loss: 0.0311996 | Time: 2876.45 ms [2020-12-23 10:39:37 main:581] : INFO : Epoch 2038 | loss: 0.031195 | val_loss: 0.0311997 | Time: 2889.02 ms [2020-12-23 10:39:40 main:581] : INFO : Epoch 2039 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 2894.35 ms [2020-12-23 10:39:43 main:581] : INFO : Epoch 2040 | loss: 0.0311929 | val_loss: 0.0311989 | Time: 2885.41 ms [2020-12-23 10:39:46 main:581] : INFO : Epoch 2041 | loss: 0.0311913 | val_loss: 0.0311983 | Time: 2893.54 ms [2020-12-23 10:39:48 main:581] : INFO : Epoch 2042 | loss: 0.0311917 | val_loss: 0.0312038 | Time: 2895.76 ms [2020-12-23 10:39:51 main:581] : INFO : Epoch 2043 | loss: 0.0311916 | val_loss: 0.0311977 | Time: 2882.97 ms [2020-12-23 10:39:54 main:581] : INFO : Epoch 2044 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 2916.11 ms [2020-12-23 10:39:57 main:581] : INFO : Epoch 2045 | loss: 0.0311929 | val_loss: 0.0311968 | Time: 2886.56 ms [2020-12-23 10:40:00 main:581] : INFO : Epoch 2046 | loss: 0.0311934 | val_loss: 0.0312036 | Time: 2895.76 ms [2020-12-23 10:40:03 main:581] : INFO : Epoch 2047 | loss: 0.0311944 | val_loss: 0.0311981 | Time: 2888.2 ms [2020-12-23 10:40:06 main:581] : INFO : Epoch 2048 | loss: 0.0311931 | val_loss: 0.0311981 | Time: 2881.3 ms [2020-12-23 10:40:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311981 [2020-12-23 10:40:06 main:610] : INFO : Saving end state to config to file [2020-12-23 10:40:06 main:615] : INFO : Success, exiting.. 10:40:06 (2503672): 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)