Task 3317803
| Name | ParityModified-1608176484-20117-0_0 |
| Workunit | 1584736 |
| Created | 17 Dec 2020, 3:41:25 UTC |
| Sent | 18 Dec 2020, 17:58:27 UTC |
| Report deadline | 26 Dec 2020, 17:58:27 UTC |
| Received | 18 Dec 2020, 21:14:17 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 38 min 26 sec |
| CPU time | 1 hours 38 min 17 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| 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> :25 main:581] : INFO : Epoch 1538 | loss: 0.0311301 | val_loss: 0.0311806 | Time: 2875.42 ms [2020-12-18 12:23:28 main:581] : INFO : Epoch 1539 | loss: 0.0311304 | val_loss: 0.0311824 | Time: 2873.11 ms [2020-12-18 12:23:31 main:581] : INFO : Epoch 1540 | loss: 0.0311342 | val_loss: 0.0311855 | Time: 2897.3 ms [2020-12-18 12:23:34 main:581] : INFO : Epoch 1541 | loss: 0.0311335 | val_loss: 0.0311889 | Time: 2882.76 ms [2020-12-18 12:23:37 main:581] : INFO : Epoch 1542 | loss: 0.0311324 | val_loss: 0.0311833 | Time: 2876.31 ms [2020-12-18 12:23:39 main:581] : INFO : Epoch 1543 | loss: 0.0311277 | val_loss: 0.0311808 | Time: 2869.94 ms [2020-12-18 12:23:42 main:581] : INFO : Epoch 1544 | loss: 0.0311255 | val_loss: 0.0311822 | Time: 2870.86 ms [2020-12-18 12:23:45 main:581] : INFO : Epoch 1545 | loss: 0.031127 | val_loss: 0.0311838 | Time: 2878.73 ms [2020-12-18 12:23:48 main:581] : INFO : Epoch 1546 | loss: 0.0311252 | val_loss: 0.0311822 | Time: 2876.08 ms [2020-12-18 12:23:51 main:581] : INFO : Epoch 1547 | loss: 0.0311245 | val_loss: 0.0311831 | Time: 2876.16 ms [2020-12-18 12:23:54 main:581] : INFO : Epoch 1548 | loss: 0.0311266 | val_loss: 0.0311838 | Time: 2874.72 ms [2020-12-18 12:23:57 main:581] : INFO : Epoch 1549 | loss: 0.0311272 | val_loss: 0.0311791 | Time: 2868.66 ms [2020-12-18 12:24:00 main:581] : INFO : Epoch 1550 | loss: 0.0311294 | val_loss: 0.0311839 | Time: 2902.38 ms [2020-12-18 12:24:02 main:581] : INFO : Epoch 1551 | loss: 0.031125 | val_loss: 0.0311941 | Time: 2878.22 ms [2020-12-18 12:24:05 main:581] : INFO : Epoch 1552 | loss: 0.0311245 | val_loss: 0.0311837 | Time: 2875.9 ms [2020-12-18 12:24:08 main:581] : INFO : Epoch 1553 | loss: 0.0311224 | val_loss: 0.0311839 | Time: 2883.78 ms [2020-12-18 12:24:11 main:581] : INFO : Epoch 1554 | loss: 0.0311235 | val_loss: 0.0311864 | Time: 2872.66 ms [2020-12-18 12:24:14 main:581] : INFO : Epoch 1555 | loss: 0.0311294 | val_loss: 0.031181 | Time: 2877.5 ms [2020-12-18 12:24:17 main:581] : INFO : Epoch 1556 | loss: 0.0311281 | val_loss: 0.0311922 | Time: 2879.31 ms [2020-12-18 12:24:20 main:581] : INFO : Epoch 1557 | loss: 0.0311222 | val_loss: 0.0311841 | Time: 2875.15 ms [2020-12-18 12:24:23 main:581] : INFO : Epoch 1558 | loss: 0.0311264 | val_loss: 0.0311881 | Time: 2882.64 ms [2020-12-18 12:24:26 main:581] : INFO : Epoch 1559 | loss: 0.0311302 | val_loss: 0.0311888 | Time: 2878.83 ms [2020-12-18 12:24:28 main:581] : INFO : Epoch 1560 | loss: 0.0311221 | val_loss: 0.0311899 | Time: 2872.89 ms [2020-12-18 12:24:31 main:581] : INFO : Epoch 1561 | loss: 0.0311214 | val_loss: 0.0311856 | Time: 2893.95 ms [2020-12-18 12:24:34 main:581] : INFO : Epoch 1562 | loss: 0.0311219 | val_loss: 0.0311834 | Time: 2873.39 ms [2020-12-18 12:24:37 main:581] : INFO : Epoch 1563 | loss: 0.0311201 | val_loss: 0.0311848 | Time: 2869.12 ms [2020-12-18 12:24:40 main:581] : INFO : Epoch 1564 | loss: 0.0311189 | val_loss: 0.0311833 | Time: 2873.3 ms [2020-12-18 12:24:43 main:581] : INFO : Epoch 1565 | loss: 0.0311216 | val_loss: 0.0311862 | Time: 2879.44 ms [2020-12-18 12:24:46 main:581] : INFO : Epoch 1566 | loss: 0.0311202 | val_loss: 0.0311842 | Time: 2874.13 ms [2020-12-18 12:24:49 main:581] : INFO : Epoch 1567 | loss: 0.0311189 | val_loss: 0.0311885 | Time: 2876.4 ms [2020-12-18 12:24:51 main:581] : INFO : Epoch 1568 | loss: 0.0311176 | val_loss: 0.0311875 | Time: 2881.41 ms [2020-12-18 12:24:54 main:581] : INFO : Epoch 1569 | loss: 0.0311184 | val_loss: 0.0311915 | Time: 2873.13 ms [2020-12-18 12:24:57 main:581] : INFO : Epoch 1570 | loss: 0.0311178 | val_loss: 0.0311885 | Time: 2870.14 ms [2020-12-18 12:25:00 main:581] : INFO : Epoch 1571 | loss: 0.0311188 | val_loss: 0.0311854 | Time: 2920.08 ms [2020-12-18 12:25:03 main:581] : INFO : Epoch 1572 | loss: 0.0311169 | val_loss: 0.0311886 | Time: 2877.5 ms [2020-12-18 12:25:06 main:581] : INFO : Epoch 1573 | loss: 0.0311177 | val_loss: 0.0311854 | Time: 2877.55 ms [2020-12-18 12:25:09 main:581] : INFO : Epoch 1574 | loss: 0.0311212 | val_loss: 0.0311945 | Time: 2878.6 ms [2020-12-18 12:25:12 main:581] : INFO : Epoch 1575 | loss: 0.0311247 | val_loss: 0.0311906 | Time: 2873.83 ms [2020-12-18 12:25:14 main:581] : INFO : Epoch 1576 | loss: 0.0311184 | val_loss: 0.031193 | Time: 2876.22 ms [2020-12-18 12:25:17 main:581] : INFO : Epoch 1577 | loss: 0.0311199 | val_loss: 0.0311871 | Time: 2876.75 ms [2020-12-18 12:25:20 main:581] : INFO : Epoch 1578 | loss: 0.0311191 | val_loss: 0.0311957 | Time: 2878.29 ms [2020-12-18 12:25:23 main:581] : INFO : Epoch 1579 | loss: 0.0311194 | val_loss: 0.0311861 | Time: 2876.87 ms [2020-12-18 12:25:26 main:581] : INFO : Epoch 1580 | loss: 0.0311163 | val_loss: 0.0311931 | Time: 2869.13 ms [2020-12-18 12:25:29 main:581] : INFO : Epoch 1581 | loss: 0.0311186 | val_loss: 0.0311835 | Time: 2891.3 ms [2020-12-18 12:25:32 main:581] : INFO : Epoch 1582 | loss: 0.0311205 | val_loss: 0.0311915 | Time: 2873.27 ms [2020-12-18 12:25:35 main:581] : INFO : Epoch 1583 | loss: 0.0311155 | val_loss: 0.0311912 | Time: 2884.4 ms [2020-12-18 12:25:37 main:581] : INFO : Epoch 1584 | loss: 0.0311134 | val_loss: 0.0311907 | Time: 2878.12 ms [2020-12-18 12:25:40 main:581] : INFO : Epoch 1585 | loss: 0.0311094 | val_loss: 0.0311904 | Time: 2865.39 ms [2020-12-18 12:25:43 main:581] : INFO : Epoch 1586 | loss: 0.0311126 | val_loss: 0.0311912 | Time: 2882.5 ms [2020-12-18 12:25:46 main:581] : INFO : Epoch 1587 | loss: 0.0311124 | val_loss: 0.0311944 | Time: 2868.87 ms [2020-12-18 12:25:49 main:581] : INFO : Epoch 1588 | loss: 0.0311122 | val_loss: 0.0311932 | Time: 2879.8 ms [2020-12-18 12:25:52 main:581] : INFO : Epoch 1589 | loss: 0.0311125 | val_loss: 0.0311904 | Time: 2875.59 ms [2020-12-18 12:25:55 main:581] : INFO : Epoch 1590 | loss: 0.0311105 | val_loss: 0.0311924 | Time: 2880.92 ms [2020-12-18 12:25:58 main:581] : INFO : Epoch 1591 | loss: 0.0311126 | val_loss: 0.0311903 | Time: 2878.75 ms [2020-12-18 12:26:01 main:581] : INFO : Epoch 1592 | loss: 0.0311119 | val_loss: 0.0311944 | Time: 2920.59 ms [2020-12-18 12:26:03 main:581] : INFO : Epoch 1593 | loss: 0.0311116 | val_loss: 0.0311947 | Time: 2867.82 ms [2020-12-18 12:26:06 main:581] : INFO : Epoch 1594 | loss: 0.0311103 | val_loss: 0.0311984 | Time: 2878.68 ms [2020-12-18 12:26:09 main:581] : INFO : Epoch 1595 | loss: 0.0311091 | val_loss: 0.0311984 | Time: 2868.32 ms [2020-12-18 12:26:12 main:581] : INFO : Epoch 1596 | loss: 0.0311112 | val_loss: 0.0312009 | Time: 2879.98 ms [2020-12-18 12:26:15 main:581] : INFO : Epoch 1597 | loss: 0.0311142 | val_loss: 0.0312018 | Time: 2876.87 ms [2020-12-18 12:26:18 main:581] : INFO : Epoch 1598 | loss: 0.0311136 | val_loss: 0.031199 | Time: 2879.96 ms [2020-12-18 12:26:21 main:581] : INFO : Epoch 1599 | loss: 0.0311112 | val_loss: 0.0311981 | Time: 2882.56 ms [2020-12-18 12:26:24 main:581] : INFO : Epoch 1600 | loss: 0.0311072 | val_loss: 0.0311948 | Time: 2881.32 ms [2020-12-18 12:26:26 main:581] : INFO : Epoch 1601 | loss: 0.0311104 | val_loss: 0.0311916 | Time: 2884.46 ms [2020-12-18 12:26:29 main:581] : INFO : Epoch 1602 | loss: 0.0311055 | val_loss: 0.0311987 | Time: 2905.42 ms [2020-12-18 12:26:32 main:581] : INFO : Epoch 1603 | loss: 0.0311087 | val_loss: 0.0311978 | Time: 2876.65 ms [2020-12-18 12:26:35 main:581] : INFO : Epoch 1604 | loss: 0.0311066 | val_loss: 0.0312102 | Time: 2880.38 ms [2020-12-18 12:26:38 main:581] : INFO : Epoch 1605 | loss: 0.0311113 | val_loss: 0.0311981 | Time: 2876.28 ms [2020-12-18 12:26:41 main:581] : INFO : Epoch 1606 | loss: 0.0311115 | val_loss: 0.0311979 | Time: 2878.14 ms [2020-12-18 12:26:44 main:581] : INFO : Epoch 1607 | loss: 0.0311105 | val_loss: 0.0311891 | Time: 2873.17 ms [2020-12-18 12:26:47 main:581] : INFO : Epoch 1608 | loss: 0.031109 | val_loss: 0.0312043 | Time: 2881.31 ms [2020-12-18 12:26:50 main:581] : INFO : Epoch 1609 | loss: 0.0311151 | val_loss: 0.0311941 | Time: 2875.45 ms [2020-12-18 12:26:52 main:581] : INFO : Epoch 1610 | loss: 0.0311085 | val_loss: 0.0311976 | Time: 2872.12 ms [2020-12-18 12:26:55 main:581] : INFO : Epoch 1611 | loss: 0.031107 | val_loss: 0.031196 | Time: 2882.12 ms [2020-12-18 12:26:58 main:581] : INFO : Epoch 1612 | loss: 0.0311065 | val_loss: 0.0311931 | Time: 2875.27 ms [2020-12-18 12:27:01 main:581] : INFO : Epoch 1613 | loss: 0.0311068 | val_loss: 0.0311915 | Time: 2914.73 ms [2020-12-18 12:27:04 main:581] : INFO : Epoch 1614 | loss: 0.0311083 | val_loss: 0.0311966 | Time: 2883.06 ms [2020-12-18 12:27:07 main:581] : INFO : Epoch 1615 | loss: 0.0311077 | val_loss: 0.0311927 | Time: 2878.75 ms [2020-12-18 12:27:10 main:581] : INFO : Epoch 1616 | loss: 0.0311112 | val_loss: 0.0311973 | Time: 2875.27 ms [2020-12-18 12:27:13 main:581] : INFO : Epoch 1617 | loss: 0.0311124 | val_loss: 0.0311958 | Time: 2887.06 ms [2020-12-18 12:27:15 main:581] : INFO : Epoch 1618 | loss: 0.0311065 | val_loss: 0.0311948 | Time: 2878.18 ms [2020-12-18 12:27:18 main:581] : INFO : Epoch 1619 | loss: 0.0311092 | val_loss: 0.0311989 | Time: 2871.16 ms [2020-12-18 12:27:21 main:581] : INFO : Epoch 1620 | loss: 0.0311075 | val_loss: 0.0311894 | Time: 2874.95 ms [2020-12-18 12:27:24 main:581] : INFO : Epoch 1621 | loss: 0.03111 | val_loss: 0.0311897 | Time: 2874.92 ms [2020-12-18 12:27:27 main:581] : INFO : Epoch 1622 | loss: 0.0311092 | val_loss: 0.0311941 | Time: 2877.63 ms [2020-12-18 12:27:30 main:581] : INFO : Epoch 1623 | loss: 0.031111 | val_loss: 0.0311977 | Time: 2891.06 ms [2020-12-18 12:27:33 main:581] : INFO : Epoch 1624 | loss: 0.0311051 | val_loss: 0.0311958 | Time: 2877.47 ms [2020-12-18 12:27:36 main:581] : INFO : Epoch 1625 | loss: 0.0311111 | val_loss: 0.0312008 | Time: 2869.86 ms [2020-12-18 12:27:38 main:581] : INFO : Epoch 1626 | loss: 0.0311135 | val_loss: 0.0312048 | Time: 2873.27 ms [2020-12-18 12:27:41 main:581] : INFO : Epoch 1627 | loss: 0.0311083 | val_loss: 0.0312004 | Time: 2879.81 ms [2020-12-18 12:27:44 main:581] : INFO : Epoch 1628 | loss: 0.0311087 | val_loss: 0.0311974 | Time: 2876.21 ms [2020-12-18 12:27:47 main:581] : INFO : Epoch 1629 | loss: 0.0311026 | val_loss: 0.0311975 | Time: 2875.1 ms [2020-12-18 12:27:50 main:581] : INFO : Epoch 1630 | loss: 0.0311135 | val_loss: 0.0312012 | Time: 2884.92 ms [2020-12-18 12:27:53 main:581] : INFO : Epoch 1631 | loss: 0.0311094 | val_loss: 0.0311957 | Time: 2883.69 ms [2020-12-18 12:27:56 main:581] : INFO : Epoch 1632 | loss: 0.0311067 | val_loss: 0.0312078 | Time: 2880.15 ms [2020-12-18 12:27:59 main:581] : INFO : Epoch 1633 | loss: 0.0311048 | val_loss: 0.0312061 | Time: 2885.94 ms [2020-12-18 12:28:02 main:581] : INFO : Epoch 1634 | loss: 0.0311083 | val_loss: 0.0311908 | Time: 2894.13 ms [2020-12-18 12:28:04 main:581] : INFO : Epoch 1635 | loss: 0.0311086 | val_loss: 0.031199 | Time: 2873.35 ms [2020-12-18 12:28:07 main:581] : INFO : Epoch 1636 | loss: 0.0311072 | val_loss: 0.0311998 | Time: 2871.37 ms [2020-12-18 12:28:10 main:581] : INFO : Epoch 1637 | loss: 0.0311111 | val_loss: 0.0312042 | Time: 2885.95 ms [2020-12-18 12:28:13 main:581] : INFO : Epoch 1638 | loss: 0.0311141 | val_loss: 0.0311986 | Time: 2879.59 ms [2020-12-18 12:28:16 main:581] : INFO : Epoch 1639 | loss: 0.0311353 | val_loss: 0.0311902 | Time: 2880.83 ms [2020-12-18 12:28:19 main:581] : INFO : Epoch 1640 | loss: 0.0311258 | val_loss: 0.0311915 | Time: 2879.92 ms [2020-12-18 12:28:22 main:581] : INFO : Epoch 1641 | loss: 0.0311163 | val_loss: 0.0311978 | Time: 2881.31 ms [2020-12-18 12:28:25 main:581] : INFO : Epoch 1642 | loss: 0.0311149 | val_loss: 0.0311959 | Time: 2879.39 ms [2020-12-18 12:28:27 main:581] : INFO : Epoch 1643 | loss: 0.0311096 | val_loss: 0.0311948 | Time: 2880.77 ms [2020-12-18 12:28:30 main:581] : INFO : Epoch 1644 | loss: 0.0311092 | val_loss: 0.0311922 | Time: 2899.6 ms [2020-12-18 12:28:33 main:581] : INFO : Epoch 1645 | loss: 0.0311133 | val_loss: 0.031193 | Time: 2877.67 ms [2020-12-18 12:28:36 main:581] : INFO : Epoch 1646 | loss: 0.0311054 | val_loss: 0.031193 | Time: 2873.14 ms [2020-12-18 12:28:39 main:581] : INFO : Epoch 1647 | loss: 0.0311014 | val_loss: 0.0311969 | Time: 2873.28 ms [2020-12-18 12:28:42 main:581] : INFO : Epoch 1648 | loss: 0.0311069 | val_loss: 0.0312052 | Time: 2871.74 ms [2020-12-18 12:28:45 main:581] : INFO : Epoch 1649 | loss: 0.0311051 | val_loss: 0.0311953 | Time: 2886.82 ms [2020-12-18 12:28:48 main:581] : INFO : Epoch 1650 | loss: 0.0311007 | val_loss: 0.0312051 | Time: 2876.36 ms [2020-12-18 12:28:50 main:581] : INFO : Epoch 1651 | loss: 0.031101 | val_loss: 0.0312008 | Time: 2883.73 ms [2020-12-18 12:28:53 main:581] : INFO : Epoch 1652 | loss: 0.0310992 | val_loss: 0.0312011 | Time: 2878.61 ms [2020-12-18 12:28:56 main:581] : INFO : Epoch 1653 | loss: 0.0311103 | val_loss: 0.0312069 | Time: 2878.69 ms [2020-12-18 12:28:59 main:581] : INFO : Epoch 1654 | loss: 0.0311059 | val_loss: 0.0311991 | Time: 2892.89 ms [2020-12-18 12:29:02 main:581] : INFO : Epoch 1655 | loss: 0.0311059 | val_loss: 0.0312023 | Time: 2891.57 ms [2020-12-18 12:29:05 main:581] : INFO : Epoch 1656 | loss: 0.0311053 | val_loss: 0.0312033 | Time: 2878.04 ms [2020-12-18 12:29:08 main:581] : INFO : Epoch 1657 | loss: 0.0311018 | val_loss: 0.0311943 | Time: 2883.38 ms [2020-12-18 12:29:11 main:581] : INFO : Epoch 1658 | loss: 0.0311043 | val_loss: 0.0312008 | Time: 2882.55 ms [2020-12-18 12:29:14 main:581] : INFO : Epoch 1659 | loss: 0.031121 | val_loss: 0.0312071 | Time: 2876.89 ms [2020-12-18 12:29:16 main:581] : INFO : Epoch 1660 | loss: 0.0311187 | val_loss: 0.0311948 | Time: 2872.12 ms [2020-12-18 12:29:19 main:581] : INFO : Epoch 1661 | loss: 0.0311113 | val_loss: 0.0311923 | Time: 2881.34 ms [2020-12-18 12:29:22 main:581] : INFO : Epoch 1662 | loss: 0.0311045 | val_loss: 0.0311961 | Time: 2872.52 ms [2020-12-18 12:29:25 main:581] : INFO : Epoch 1663 | loss: 0.031101 | val_loss: 0.0312066 | Time: 2872.58 ms [2020-12-18 12:29:28 main:581] : INFO : Epoch 1664 | loss: 0.0310978 | val_loss: 0.0312022 | Time: 2874.33 ms [2020-12-18 12:29:31 main:581] : INFO : Epoch 1665 | loss: 0.0310966 | val_loss: 0.0312057 | Time: 2898.79 ms [2020-12-18 12:29:34 main:581] : INFO : Epoch 1666 | loss: 0.0310964 | val_loss: 0.0311995 | Time: 2883.79 ms [2020-12-18 12:29:37 main:581] : INFO : Epoch 1667 | loss: 0.0311003 | val_loss: 0.0312045 | Time: 2873.25 ms [2020-12-18 12:29:39 main:581] : INFO : Epoch 1668 | loss: 0.0311002 | val_loss: 0.0312085 | Time: 2877.16 ms [2020-12-18 12:29:42 main:581] : INFO : Epoch 1669 | loss: 0.0311081 | val_loss: 0.0312039 | Time: 2880.58 ms [2020-12-18 12:29:45 main:581] : INFO : Epoch 1670 | loss: 0.0311145 | val_loss: 0.031195 | Time: 2886.69 ms [2020-12-18 12:29:48 main:581] : INFO : Epoch 1671 | loss: 0.03111 | val_loss: 0.0312029 | Time: 2883.75 ms [2020-12-18 12:29:51 main:581] : INFO : Epoch 1672 | loss: 0.0311038 | val_loss: 0.0311941 | Time: 2885.38 ms [2020-12-18 12:29:54 main:581] : INFO : Epoch 1673 | loss: 0.031107 | val_loss: 0.0312064 | Time: 2884.16 ms [2020-12-18 12:29:57 main:581] : INFO : Epoch 1674 | loss: 0.0311062 | val_loss: 0.0312061 | Time: 2883.27 ms [2020-12-18 12:30:00 main:581] : INFO : Epoch 1675 | loss: 0.0311026 | val_loss: 0.0312075 | Time: 2912.91 ms [2020-12-18 12:30:03 main:581] : INFO : Epoch 1676 | loss: 0.0311021 | val_loss: 0.0312136 | Time: 2874.14 ms [2020-12-18 12:30:05 main:581] : INFO : Epoch 1677 | loss: 0.031099 | val_loss: 0.0312104 | Time: 2876.86 ms [2020-12-18 12:30:08 main:581] : INFO : Epoch 1678 | loss: 0.0311011 | val_loss: 0.0311966 | Time: 2871.4 ms [2020-12-18 12:30:11 main:581] : INFO : Epoch 1679 | loss: 0.0311163 | val_loss: 0.0311999 | Time: 2884.75 ms [2020-12-18 12:30:14 main:581] : INFO : Epoch 1680 | loss: 0.0311086 | val_loss: 0.0312022 | Time: 2880.12 ms [2020-12-18 12:30:17 main:581] : INFO : Epoch 1681 | loss: 0.0311013 | val_loss: 0.0312146 | Time: 2882.51 ms [2020-12-18 12:30:20 main:581] : INFO : Epoch 1682 | loss: 0.0311012 | val_loss: 0.031205 | Time: 2874.22 ms [2020-12-18 12:30:23 main:581] : INFO : Epoch 1683 | loss: 0.031101 | val_loss: 0.0312075 | Time: 2878.02 ms [2020-12-18 12:30:26 main:581] : INFO : Epoch 1684 | loss: 0.0311013 | val_loss: 0.0311972 | Time: 2874 ms [2020-12-18 12:30:28 main:581] : INFO : Epoch 1685 | loss: 0.0311038 | val_loss: 0.0312037 | Time: 2883.2 ms [2020-12-18 12:30:31 main:581] : INFO : Epoch 1686 | loss: 0.0311024 | val_loss: 0.0311971 | Time: 2873.4 ms [2020-12-18 12:30:34 main:581] : INFO : Epoch 1687 | loss: 0.0311112 | val_loss: 0.0311978 | Time: 2880.92 ms [2020-12-18 12:30:37 main:581] : INFO : Epoch 1688 | loss: 0.0311035 | val_loss: 0.0312226 | Time: 2877 ms [2020-12-18 12:30:40 main:581] : INFO : Epoch 1689 | loss: 0.0311117 | val_loss: 0.031198 | Time: 2883.01 ms [2020-12-18 12:30:43 main:581] : INFO : Epoch 1690 | loss: 0.0310999 | val_loss: 0.0312035 | Time: 2877.43 ms [2020-12-18 12:30:46 main:581] : INFO : Epoch 1691 | loss: 0.031095 | val_loss: 0.0312216 | Time: 2885.01 ms [2020-12-18 12:30:49 main:581] : INFO : Epoch 1692 | loss: 0.0310971 | val_loss: 0.0312122 | Time: 2877.23 ms [2020-12-18 12:30:52 main:581] : INFO : Epoch 1693 | loss: 0.0310937 | val_loss: 0.0312124 | Time: 2884.05 ms [2020-12-18 12:30:54 main:581] : INFO : Epoch 1694 | loss: 0.0310985 | val_loss: 0.0312107 | Time: 2870.43 ms [2020-12-18 12:30:57 main:581] : INFO : Epoch 1695 | loss: 0.0310952 | val_loss: 0.0312133 | Time: 2878.72 ms [2020-12-18 12:31:00 main:581] : INFO : Epoch 1696 | loss: 0.0310918 | val_loss: 0.031212 | Time: 2913.66 ms [2020-12-18 12:31:03 main:581] : INFO : Epoch 1697 | loss: 0.0311015 | val_loss: 0.0312072 | Time: 2869.69 ms [2020-12-18 12:31:06 main:581] : INFO : Epoch 1698 | loss: 0.0311001 | val_loss: 0.0312123 | Time: 2887.25 ms [2020-12-18 12:31:09 main:581] : INFO : Epoch 1699 | loss: 0.0310959 | val_loss: 0.0312116 | Time: 2884.13 ms [2020-12-18 12:31:12 main:581] : INFO : Epoch 1700 | loss: 0.0311059 | val_loss: 0.031206 | Time: 2882.27 ms [2020-12-18 12:31:15 main:581] : INFO : Epoch 1701 | loss: 0.0311091 | val_loss: 0.0312095 | Time: 2876.42 ms [2020-12-18 12:31:17 main:581] : INFO : Epoch 1702 | loss: 0.0311011 | val_loss: 0.0312147 | Time: 2884.93 ms [2020-12-18 12:31:20 main:581] : INFO : Epoch 1703 | loss: 0.0310986 | val_loss: 0.0312112 | Time: 2870.67 ms [2020-12-18 12:31:23 main:581] : INFO : Epoch 1704 | loss: 0.0311049 | val_loss: 0.0312044 | Time: 2877.33 ms [2020-12-18 12:31:26 main:581] : INFO : Epoch 1705 | loss: 0.0310975 | val_loss: 0.0312063 | Time: 2880.49 ms [2020-12-18 12:31:29 main:581] : INFO : Epoch 1706 | loss: 0.0310996 | val_loss: 0.0312164 | Time: 2903.01 ms [2020-12-18 12:31:32 main:581] : INFO : Epoch 1707 | loss: 0.0311 | val_loss: 0.0312263 | Time: 2878.79 ms [2020-12-18 12:31:35 main:581] : INFO : Epoch 1708 | loss: 0.0310979 | val_loss: 0.0312088 | Time: 2881.54 ms [2020-12-18 12:31:38 main:581] : INFO : Epoch 1709 | loss: 0.0311264 | val_loss: 0.0312061 | Time: 2879.27 ms [2020-12-18 12:31:41 main:581] : INFO : Epoch 1710 | loss: 0.0311168 | val_loss: 0.0312011 | Time: 2873.35 ms [2020-12-18 12:31:43 main:581] : INFO : Epoch 1711 | loss: 0.0311039 | val_loss: 0.0312131 | Time: 2876.04 ms [2020-12-18 12:31:46 main:581] : INFO : Epoch 1712 | loss: 0.031092 | val_loss: 0.0312127 | Time: 2879.97 ms [2020-12-18 12:31:49 main:581] : INFO : Epoch 1713 | loss: 0.0310931 | val_loss: 0.0312096 | Time: 2873.69 ms [2020-12-18 12:31:52 main:581] : INFO : Epoch 1714 | loss: 0.0310915 | val_loss: 0.0312149 | Time: 2883.61 ms [2020-12-18 12:31:55 main:581] : INFO : Epoch 1715 | loss: 0.0310999 | val_loss: 0.0312308 | Time: 2878.18 ms [2020-12-18 12:31:58 main:581] : INFO : Epoch 1716 | loss: 0.0310908 | val_loss: 0.0312243 | Time: 2878.86 ms [2020-12-18 12:32:01 main:581] : INFO : Epoch 1717 | loss: 0.0310938 | val_loss: 0.0312154 | Time: 2916.23 ms [2020-12-18 12:32:04 main:581] : INFO : Epoch 1718 | loss: 0.0310933 | val_loss: 0.0312202 | Time: 2879.57 ms [2020-12-18 12:32:06 main:581] : INFO : Epoch 1719 | loss: 0.0310877 | val_loss: 0.0312149 | Time: 2880.78 ms [2020-12-18 12:32:09 main:581] : INFO : Epoch 1720 | loss: 0.0310978 | val_loss: 0.0312134 | Time: 2883.2 ms [2020-12-18 12:32:12 main:581] : INFO : Epoch 1721 | loss: 0.0311039 | val_loss: 0.0312311 | Time: 2876.37 ms [2020-12-18 12:32:15 main:581] : INFO : Epoch 1722 | loss: 0.0310985 | val_loss: 0.0312075 | Time: 2883.83 ms [2020-12-18 12:32:18 main:581] : INFO : Epoch 1723 | loss: 0.031093 | val_loss: 0.0312311 | Time: 2873.79 ms [2020-12-18 12:32:21 main:581] : INFO : Epoch 1724 | loss: 0.0310925 | val_loss: 0.0312118 | Time: 2882.92 ms [2020-12-18 12:32:24 main:581] : INFO : Epoch 1725 | loss: 0.0310905 | val_loss: 0.031213 | Time: 2873.23 ms [2020-12-18 12:32:27 main:581] : INFO : Epoch 1726 | loss: 0.0310919 | val_loss: 0.0312242 | Time: 2867.79 ms [2020-12-18 12:32:30 main:581] : INFO : Epoch 1727 | loss: 0.0310864 | val_loss: 0.0312138 | Time: 2901.29 ms [2020-12-18 12:32:32 main:581] : INFO : Epoch 1728 | loss: 0.031088 | val_loss: 0.0312233 | Time: 2875.92 ms [2020-12-18 12:32:35 main:581] : INFO : Epoch 1729 | loss: 0.0310903 | val_loss: 0.0312274 | Time: 2878.69 ms [2020-12-18 12:32:38 main:581] : INFO : Epoch 1730 | loss: 0.0310893 | val_loss: 0.031215 | Time: 2877.24 ms [2020-12-18 12:32:41 main:581] : INFO : Epoch 1731 | loss: 0.0310912 | val_loss: 0.0312133 | Time: 2876 ms [2020-12-18 12:32:44 main:581] : INFO : Epoch 1732 | loss: 0.0310918 | val_loss: 0.0312157 | Time: 2879.86 ms [2020-12-18 12:32:47 main:581] : INFO : Epoch 1733 | loss: 0.0311052 | val_loss: 0.0312103 | Time: 2872.24 ms [2020-12-18 12:32:50 main:581] : INFO : Epoch 1734 | loss: 0.0311097 | val_loss: 0.0312053 | Time: 2871.67 ms [2020-12-18 12:32:53 main:581] : INFO : Epoch 1735 | loss: 0.0311065 | val_loss: 0.031202 | Time: 2876.9 ms [2020-12-18 12:32:55 main:581] : INFO : Epoch 1736 | loss: 0.0310994 | val_loss: 0.0312108 | Time: 2877.92 ms [2020-12-18 12:32:58 main:581] : INFO : Epoch 1737 | loss: 0.0310995 | val_loss: 0.0312037 | Time: 2885.5 ms [2020-12-18 12:33:01 main:581] : INFO : Epoch 1738 | loss: 0.0311148 | val_loss: 0.0312069 | Time: 2928.26 ms [2020-12-18 12:33:04 main:581] : INFO : Epoch 1739 | loss: 0.0311081 | val_loss: 0.0312133 | Time: 2882.13 ms [2020-12-18 12:33:07 main:581] : INFO : Epoch 1740 | loss: 0.0310979 | val_loss: 0.0312158 | Time: 2874.99 ms [2020-12-18 12:33:10 main:581] : INFO : Epoch 1741 | loss: 0.0310981 | val_loss: 0.0312151 | Time: 2882.48 ms [2020-12-18 12:33:13 main:581] : INFO : Epoch 1742 | loss: 0.0310943 | val_loss: 0.0312263 | Time: 2877.43 ms [2020-12-18 12:33:16 main:581] : INFO : Epoch 1743 | loss: 0.0310872 | val_loss: 0.031216 | Time: 2874.98 ms [2020-12-18 12:33:19 main:581] : INFO : Epoch 1744 | loss: 0.0310879 | val_loss: 0.0312132 | Time: 2883.95 ms [2020-12-18 12:33:21 main:581] : INFO : Epoch 1745 | loss: 0.0310924 | val_loss: 0.0312115 | Time: 2884.89 ms [2020-12-18 12:33:24 main:581] : INFO : Epoch 1746 | loss: 0.0310904 | val_loss: 0.0312263 | Time: 2885.4 ms [2020-12-18 12:33:27 main:581] : INFO : Epoch 1747 | loss: 0.0310913 | val_loss: 0.0312105 | Time: 2883.78 ms [2020-12-18 12:33:30 main:581] : INFO : Epoch 1748 | loss: 0.0310888 | val_loss: 0.0312196 | Time: 2897.66 ms [2020-12-18 12:33:33 main:581] : INFO : Epoch 1749 | loss: 0.0310846 | val_loss: 0.031231 | Time: 2881.56 ms [2020-12-18 12:33:36 main:581] : INFO : Epoch 1750 | loss: 0.0310823 | val_loss: 0.0312235 | Time: 2874.28 ms [2020-12-18 12:33:39 main:581] : INFO : Epoch 1751 | loss: 0.0310868 | val_loss: 0.0312159 | Time: 2875.12 ms [2020-12-18 12:33:42 main:581] : INFO : Epoch 1752 | loss: 0.0310882 | val_loss: 0.0312244 | Time: 2880.6 ms [2020-12-18 12:33:44 main:581] : INFO : Epoch 1753 | loss: 0.0310883 | val_loss: 0.0312229 | Time: 2873.55 ms [2020-12-18 12:33:47 main:581] : INFO : Epoch 1754 | loss: 0.031087 | val_loss: 0.0312311 | Time: 2874.05 ms [2020-12-18 12:33:50 main:581] : INFO : Epoch 1755 | loss: 0.0310939 | val_loss: 0.0312271 | Time: 2884.98 ms [2020-12-18 12:33:53 main:581] : INFO : Epoch 1756 | loss: 0.0310931 | val_loss: 0.0312094 | Time: 2883.92 ms [2020-12-18 12:33:56 main:581] : INFO : Epoch 1757 | loss: 0.0310921 | val_loss: 0.0312306 | Time: 2879.25 ms [2020-12-18 12:33:59 main:581] : INFO : Epoch 1758 | loss: 0.0310857 | val_loss: 0.0312177 | Time: 2894.48 ms [2020-12-18 12:34:02 main:581] : INFO : Epoch 1759 | loss: 0.0310862 | val_loss: 0.031221 | Time: 2899.18 ms [2020-12-18 12:34:05 main:581] : INFO : Epoch 1760 | loss: 0.031089 | val_loss: 0.031229 | Time: 2878.49 ms [2020-12-18 12:34:08 main:581] : INFO : Epoch 1761 | loss: 0.0310851 | val_loss: 0.0312262 | Time: 2875.39 ms [2020-12-18 12:34:10 main:581] : INFO : Epoch 1762 | loss: 0.031086 | val_loss: 0.0312226 | Time: 2875.8 ms [2020-12-18 12:34:13 main:581] : INFO : Epoch 1763 | loss: 0.031083 | val_loss: 0.0312228 | Time: 2874.16 ms [2020-12-18 12:34:16 main:581] : INFO : Epoch 1764 | loss: 0.031091 | val_loss: 0.0312302 | Time: 2880.86 ms [2020-12-18 12:34:19 main:581] : INFO : Epoch 1765 | loss: 0.0310933 | val_loss: 0.0312188 | Time: 2878.61 ms [2020-12-18 12:34:22 main:581] : INFO : Epoch 1766 | loss: 0.0310869 | val_loss: 0.0312229 | Time: 2884.65 ms [2020-12-18 12:34:25 main:581] : INFO : Epoch 1767 | loss: 0.0310908 | val_loss: 0.0312118 | Time: 2876 ms [2020-12-18 12:34:28 main:581] : INFO : Epoch 1768 | loss: 0.0310834 | val_loss: 0.0312209 | Time: 2876.89 ms [2020-12-18 12:34:31 main:581] : INFO : Epoch 1769 | loss: 0.0310952 | val_loss: 0.0312201 | Time: 2892.87 ms [2020-12-18 12:34:33 main:581] : INFO : Epoch 1770 | loss: 0.0310881 | val_loss: 0.0312158 | Time: 2886.11 ms [2020-12-18 12:34:36 main:581] : INFO : Epoch 1771 | loss: 0.0310891 | val_loss: 0.0312116 | Time: 2884.39 ms [2020-12-18 12:34:39 main:581] : INFO : Epoch 1772 | loss: 0.0310996 | val_loss: 0.0312289 | Time: 2879.9 ms [2020-12-18 12:34:42 main:581] : INFO : Epoch 1773 | loss: 0.0310932 | val_loss: 0.0312031 | Time: 2876.85 ms [2020-12-18 12:34:45 main:581] : INFO : Epoch 1774 | loss: 0.0310898 | val_loss: 0.0312147 | Time: 2882.98 ms [2020-12-18 12:34:48 main:581] : INFO : Epoch 1775 | loss: 0.0310902 | val_loss: 0.031219 | Time: 2879.33 ms [2020-12-18 12:34:51 main:581] : INFO : Epoch 1776 | loss: 0.0310916 | val_loss: 0.0312232 | Time: 2884.37 ms [2020-12-18 12:34:54 main:581] : INFO : Epoch 1777 | loss: 0.0310888 | val_loss: 0.0312036 | Time: 2880.23 ms [2020-12-18 12:34:57 main:581] : INFO : Epoch 1778 | loss: 0.031106 | val_loss: 0.0312021 | Time: 2873.07 ms [2020-12-18 12:34:59 main:581] : INFO : Epoch 1779 | loss: 0.0311187 | val_loss: 0.031229 | Time: 2902.4 ms [2020-12-18 12:35:02 main:581] : INFO : Epoch 1780 | loss: 0.0311129 | val_loss: 0.031207 | Time: 2906.12 ms [2020-12-18 12:35:05 main:581] : INFO : Epoch 1781 | loss: 0.0311043 | val_loss: 0.0312183 | Time: 2878.41 ms [2020-12-18 12:35:08 main:581] : INFO : Epoch 1782 | loss: 0.0311003 | val_loss: 0.0312039 | Time: 2864.41 ms [2020-12-18 12:35:11 main:581] : INFO : Epoch 1783 | loss: 0.0310914 | val_loss: 0.0312191 | Time: 2882.81 ms [2020-12-18 12:35:14 main:581] : INFO : Epoch 1784 | loss: 0.0310884 | val_loss: 0.0312088 | Time: 2878.82 ms [2020-12-18 12:35:17 main:581] : INFO : Epoch 1785 | loss: 0.0310888 | val_loss: 0.0312258 | Time: 2882.83 ms [2020-12-18 12:35:20 main:581] : INFO : Epoch 1786 | loss: 0.0310943 | val_loss: 0.0312264 | Time: 2875.52 ms [2020-12-18 12:35:22 main:581] : INFO : Epoch 1787 | loss: 0.0310882 | val_loss: 0.0312311 | Time: 2877.51 ms [2020-12-18 12:35:25 main:581] : INFO : Epoch 1788 | loss: 0.0310884 | val_loss: 0.0312172 | Time: 2876.63 ms [2020-12-18 12:35:28 main:581] : INFO : Epoch 1789 | loss: 0.0310867 | val_loss: 0.0312304 | Time: 2878.92 ms [2020-12-18 12:35:31 main:581] : INFO : Epoch 1790 | loss: 0.0310878 | val_loss: 0.0312415 | Time: 2900.78 ms [2020-12-18 12:35:34 main:581] : INFO : Epoch 1791 | loss: 0.031095 | val_loss: 0.031209 | Time: 2878.07 ms [2020-12-18 12:35:37 main:581] : INFO : Epoch 1792 | loss: 0.0310902 | val_loss: 0.0312219 | Time: 2874.82 ms [2020-12-18 12:35:40 main:581] : INFO : Epoch 1793 | loss: 0.0310888 | val_loss: 0.0312241 | Time: 2870.15 ms [2020-12-18 12:35:43 main:581] : INFO : Epoch 1794 | loss: 0.0310897 | val_loss: 0.0312206 | Time: 2877.57 ms [2020-12-18 12:35:45 main:581] : INFO : Epoch 1795 | loss: 0.0310909 | val_loss: 0.0312228 | Time: 2872.58 ms [2020-12-18 12:35:48 main:581] : INFO : Epoch 1796 | loss: 0.0310973 | val_loss: 0.0312191 | Time: 2881.32 ms [2020-12-18 12:35:51 main:581] : INFO : Epoch 1797 | loss: 0.0310876 | val_loss: 0.0312215 | Time: 2865.4 ms [2020-12-18 12:35:54 main:581] : INFO : Epoch 1798 | loss: 0.0310761 | val_loss: 0.031232 | Time: 2878.2 ms [2020-12-18 12:35:57 main:581] : INFO : Epoch 1799 | loss: 0.0310839 | val_loss: 0.0312285 | Time: 2873.09 ms [2020-12-18 12:36:00 main:581] : INFO : Epoch 1800 | loss: 0.0310848 | val_loss: 0.0312321 | Time: 2904.94 ms [2020-12-18 12:36:03 main:581] : INFO : Epoch 1801 | loss: 0.0310911 | val_loss: 0.0312195 | Time: 2878.68 ms [2020-12-18 12:36:06 main:581] : INFO : Epoch 1802 | loss: 0.0310871 | val_loss: 0.0312239 | Time: 2879.73 ms [2020-12-18 12:36:09 main:581] : INFO : Epoch 1803 | loss: 0.0310936 | val_loss: 0.0312286 | Time: 2882.24 ms [2020-12-18 12:36:11 main:581] : INFO : Epoch 1804 | loss: 0.0310946 | val_loss: 0.0312095 | Time: 2874.02 ms [2020-12-18 12:36:14 main:581] : INFO : Epoch 1805 | loss: 0.0310886 | val_loss: 0.0312322 | Time: 2880.95 ms [2020-12-18 12:36:17 main:581] : INFO : Epoch 1806 | loss: 0.0310834 | val_loss: 0.0312287 | Time: 2886.28 ms [2020-12-18 12:36:20 main:581] : INFO : Epoch 1807 | loss: 0.0310825 | val_loss: 0.0312373 | Time: 2877.59 ms [2020-12-18 12:36:23 main:581] : INFO : Epoch 1808 | loss: 0.0310856 | val_loss: 0.0312284 | Time: 2877.76 ms [2020-12-18 12:36:26 main:581] : INFO : Epoch 1809 | loss: 0.0310783 | val_loss: 0.0312229 | Time: 2871.68 ms [2020-12-18 12:36:29 main:581] : INFO : Epoch 1810 | loss: 0.0310842 | val_loss: 0.0312348 | Time: 2891.77 ms [2020-12-18 12:36:32 main:581] : INFO : Epoch 1811 | loss: 0.0310848 | val_loss: 0.0312204 | Time: 2871.96 ms [2020-12-18 12:36:34 main:581] : INFO : Epoch 1812 | loss: 0.0310914 | val_loss: 0.0312312 | Time: 2882.14 ms [2020-12-18 12:36:37 main:581] : INFO : Epoch 1813 | loss: 0.0310831 | val_loss: 0.0312272 | Time: 2875.06 ms [2020-12-18 12:36:40 main:581] : INFO : Epoch 1814 | loss: 0.0310842 | val_loss: 0.0312192 | Time: 2875.94 ms [2020-12-18 12:36:43 main:581] : INFO : Epoch 1815 | loss: 0.0310895 | val_loss: 0.0312361 | Time: 2880.56 ms [2020-12-18 12:36:46 main:581] : INFO : Epoch 1816 | loss: 0.0310869 | val_loss: 0.0312265 | Time: 2881.11 ms [2020-12-18 12:36:49 main:581] : INFO : Epoch 1817 | loss: 0.0310822 | val_loss: 0.0312233 | Time: 2875.96 ms [2020-12-18 12:36:52 main:581] : INFO : Epoch 1818 | loss: 0.0310807 | val_loss: 0.0312375 | Time: 2877.1 ms [2020-12-18 12:36:55 main:581] : INFO : Epoch 1819 | loss: 0.0310805 | val_loss: 0.0312349 | Time: 2872.74 ms [2020-12-18 12:36:57 main:581] : INFO : Epoch 1820 | loss: 0.0310766 | val_loss: 0.0312281 | Time: 2871.57 ms [2020-12-18 12:37:00 main:581] : INFO : Epoch 1821 | loss: 0.031086 | val_loss: 0.0312261 | Time: 2920.41 ms [2020-12-18 12:37:03 main:581] : INFO : Epoch 1822 | loss: 0.031083 | val_loss: 0.0312253 | Time: 2873.78 ms [2020-12-18 12:37:06 main:581] : INFO : Epoch 1823 | loss: 0.0310819 | val_loss: 0.0312348 | Time: 2883.93 ms [2020-12-18 12:37:09 main:581] : INFO : Epoch 1824 | loss: 0.0310792 | val_loss: 0.0312281 | Time: 2880.25 ms [2020-12-18 12:37:12 main:581] : INFO : Epoch 1825 | loss: 0.0310775 | val_loss: 0.0312371 | Time: 2878.8 ms [2020-12-18 12:37:15 main:581] : INFO : Epoch 1826 | loss: 0.0310842 | val_loss: 0.0312158 | Time: 2873.86 ms [2020-12-18 12:37:18 main:581] : INFO : Epoch 1827 | loss: 0.0310964 | val_loss: 0.0312339 | Time: 2871.8 ms [2020-12-18 12:37:21 main:581] : INFO : Epoch 1828 | loss: 0.0310854 | val_loss: 0.0312151 | Time: 2882.24 ms [2020-12-18 12:37:23 main:581] : INFO : Epoch 1829 | loss: 0.0310779 | val_loss: 0.0312367 | Time: 2879.44 ms [2020-12-18 12:37:26 main:581] : INFO : Epoch 1830 | loss: 0.0310711 | val_loss: 0.0312344 | Time: 2880.88 ms [2020-12-18 12:37:29 main:581] : INFO : Epoch 1831 | loss: 0.0310787 | val_loss: 0.0312278 | Time: 2894.91 ms [2020-12-18 12:37:32 main:581] : INFO : Epoch 1832 | loss: 0.0310804 | val_loss: 0.0312224 | Time: 2869.31 ms [2020-12-18 12:37:35 main:581] : INFO : Epoch 1833 | loss: 0.0310778 | val_loss: 0.0312244 | Time: 2875.56 ms [2020-12-18 12:37:38 main:581] : INFO : Epoch 1834 | loss: 0.0310783 | val_loss: 0.0312339 | Time: 2878.68 ms [2020-12-18 12:37:41 main:581] : INFO : Epoch 1835 | loss: 0.0310828 | val_loss: 0.0312287 | Time: 2879.98 ms [2020-12-18 12:37:44 main:581] : INFO : Epoch 1836 | loss: 0.031077 | val_loss: 0.0312415 | Time: 2880.72 ms [2020-12-18 12:37:46 main:581] : INFO : Epoch 1837 | loss: 0.0310762 | val_loss: 0.0312435 | Time: 2883.69 ms [2020-12-18 12:37:49 main:581] : INFO : Epoch 1838 | loss: 0.0310732 | val_loss: 0.0312367 | Time: 2879.22 ms [2020-12-18 12:37:52 main:581] : INFO : Epoch 1839 | loss: 0.031083 | val_loss: 0.0312311 | Time: 2875.75 ms [2020-12-18 12:37:55 main:581] : INFO : Epoch 1840 | loss: 0.0310867 | val_loss: 0.0312375 | Time: 2871.33 ms [2020-12-18 12:37:58 main:581] : INFO : Epoch 1841 | loss: 0.0310856 | val_loss: 0.0312431 | Time: 2880.85 ms [2020-12-18 12:38:01 main:581] : INFO : Epoch 1842 | loss: 0.0310757 | val_loss: 0.0312186 | Time: 2925.06 ms [2020-12-18 12:38:04 main:581] : INFO : Epoch 1843 | loss: 0.0310736 | val_loss: 0.0312294 | Time: 2874.04 ms [2020-12-18 12:38:07 main:581] : INFO : Epoch 1844 | loss: 0.0310759 | val_loss: 0.0312423 | Time: 2874.56 ms [2020-12-18 12:38:10 main:581] : INFO : Epoch 1845 | loss: 0.0310854 | val_loss: 0.0312304 | Time: 2883.71 ms [2020-12-18 12:38:12 main:581] : INFO : Epoch 1846 | loss: 0.031077 | val_loss: 0.0312336 | Time: 2876.68 ms [2020-12-18 12:38:15 main:581] : INFO : Epoch 1847 | loss: 0.0310774 | val_loss: 0.0312211 | Time: 2871.78 ms [2020-12-18 12:38:18 main:581] : INFO : Epoch 1848 | loss: 0.0310768 | val_loss: 0.0312216 | Time: 2879.33 ms [2020-12-18 12:38:21 main:581] : INFO : Epoch 1849 | loss: 0.031074 | val_loss: 0.0312421 | Time: 2884.74 ms [2020-12-18 12:38:24 main:581] : INFO : Epoch 1850 | loss: 0.0310799 | val_loss: 0.0312362 | Time: 2878.43 ms [2020-12-18 12:38:27 main:581] : INFO : Epoch 1851 | loss: 0.0310808 | val_loss: 0.0312292 | Time: 2880.33 ms [2020-12-18 12:38:30 main:581] : INFO : Epoch 1852 | loss: 0.0310882 | val_loss: 0.0312293 | Time: 2899.93 ms [2020-12-18 12:38:33 main:581] : INFO : Epoch 1853 | loss: 0.031082 | val_loss: 0.0312488 | Time: 2873.05 ms [2020-12-18 12:38:35 main:581] : INFO : Epoch 1854 | loss: 0.0310852 | val_loss: 0.0312308 | Time: 2870.88 ms [2020-12-18 12:38:38 main:581] : INFO : Epoch 1855 | loss: 0.0310944 | val_loss: 0.0312157 | Time: 2874.69 ms [2020-12-18 12:38:41 main:581] : INFO : Epoch 1856 | loss: 0.0310896 | val_loss: 0.0312199 | Time: 2874.97 ms [2020-12-18 12:38:44 main:581] : INFO : Epoch 1857 | loss: 0.0310811 | val_loss: 0.0312511 | Time: 2886.12 ms [2020-12-18 12:38:47 main:581] : INFO : Epoch 1858 | loss: 0.031077 | val_loss: 0.031234 | Time: 2882.84 ms [2020-12-18 12:38:50 main:581] : INFO : Epoch 1859 | loss: 0.0310758 | val_loss: 0.0312477 | Time: 2877.26 ms [2020-12-18 12:38:53 main:581] : INFO : Epoch 1860 | loss: 0.0310804 | val_loss: 0.031225 | Time: 2882.02 ms [2020-12-18 12:38:56 main:581] : INFO : Epoch 1861 | loss: 0.0310795 | val_loss: 0.0312428 | Time: 2872.74 ms [2020-12-18 12:38:58 main:581] : INFO : Epoch 1862 | loss: 0.0310753 | val_loss: 0.0312401 | Time: 2881.64 ms [2020-12-18 12:39:01 main:581] : INFO : Epoch 1863 | loss: 0.0310713 | val_loss: 0.0312418 | Time: 2897.51 ms [2020-12-18 12:39:04 main:581] : INFO : Epoch 1864 | loss: 0.0310805 | val_loss: 0.0312364 | Time: 2884.83 ms [2020-12-18 12:39:07 main:581] : INFO : Epoch 1865 | loss: 0.0310841 | val_loss: 0.0312359 | Time: 2872.23 ms [2020-12-18 12:39:10 main:581] : INFO : Epoch 1866 | loss: 0.0310777 | val_loss: 0.0312415 | Time: 2867.52 ms [2020-12-18 12:39:13 main:581] : INFO : Epoch 1867 | loss: 0.0310758 | val_loss: 0.0312237 | Time: 2876.12 ms [2020-12-18 12:39:16 main:581] : INFO : Epoch 1868 | loss: 0.0310783 | val_loss: 0.0312442 | Time: 2871.24 ms [2020-12-18 12:39:19 main:581] : INFO : Epoch 1869 | loss: 0.0310774 | val_loss: 0.0312487 | Time: 2884.57 ms [2020-12-18 12:39:22 main:581] : INFO : Epoch 1870 | loss: 0.0310884 | val_loss: 0.0312159 | Time: 2873.11 ms [2020-12-18 12:39:24 main:581] : INFO : Epoch 1871 | loss: 0.0310819 | val_loss: 0.0312454 | Time: 2882.19 ms [2020-12-18 12:39:27 main:581] : INFO : Epoch 1872 | loss: 0.0310721 | val_loss: 0.0312252 | Time: 2875.59 ms [2020-12-18 12:39:30 main:581] : INFO : Epoch 1873 | loss: 0.0310776 | val_loss: 0.031213 | Time: 2898.67 ms [2020-12-18 12:39:33 main:581] : INFO : Epoch 1874 | loss: 0.031076 | val_loss: 0.0312365 | Time: 2872.7 ms [2020-12-18 12:39:36 main:581] : INFO : Epoch 1875 | loss: 0.0310812 | val_loss: 0.0312383 | Time: 2872.61 ms [2020-12-18 12:39:39 main:581] : INFO : Epoch 1876 | loss: 0.0310804 | val_loss: 0.0312369 | Time: 2875.11 ms [2020-12-18 12:39:42 main:581] : INFO : Epoch 1877 | loss: 0.0310939 | val_loss: 0.0312029 | Time: 2874.81 ms [2020-12-18 12:39:45 main:581] : INFO : Epoch 1878 | loss: 0.0310968 | val_loss: 0.0312265 | Time: 2884.82 ms [2020-12-18 12:39:47 main:581] : INFO : Epoch 1879 | loss: 0.0310832 | val_loss: 0.0312351 | Time: 2877.11 ms [2020-12-18 12:39:50 main:581] : INFO : Epoch 1880 | loss: 0.031078 | val_loss: 0.0312224 | Time: 2881.5 ms [2020-12-18 12:39:53 main:581] : INFO : Epoch 1881 | loss: 0.0310908 | val_loss: 0.0312333 | Time: 2877.46 ms [2020-12-18 12:39:56 main:581] : INFO : Epoch 1882 | loss: 0.031094 | val_loss: 0.0312204 | Time: 2875.48 ms [2020-12-18 12:39:59 main:581] : INFO : Epoch 1883 | loss: 0.0310771 | val_loss: 0.0312345 | Time: 2896.28 ms [2020-12-18 12:40:02 main:581] : INFO : Epoch 1884 | loss: 0.0310715 | val_loss: 0.0312396 | Time: 2899.65 ms [2020-12-18 12:40:05 main:581] : INFO : Epoch 1885 | loss: 0.031073 | val_loss: 0.0312189 | Time: 2884.9 ms [2020-12-18 12:40:08 main:581] : INFO : Epoch 1886 | loss: 0.0310756 | val_loss: 0.0312405 | Time: 2880.26 ms [2020-12-18 12:40:11 main:581] : INFO : Epoch 1887 | loss: 0.0310765 | val_loss: 0.0312393 | Time: 2881.62 ms [2020-12-18 12:40:13 main:581] : INFO : Epoch 1888 | loss: 0.0310804 | val_loss: 0.0312335 | Time: 2883.94 ms [2020-12-18 12:40:16 main:581] : INFO : Epoch 1889 | loss: 0.0310737 | val_loss: 0.0312316 | Time: 2874.33 ms [2020-12-18 12:40:19 main:581] : INFO : Epoch 1890 | loss: 0.0310781 | val_loss: 0.0312257 | Time: 2880.12 ms [2020-12-18 12:40:22 main:581] : INFO : Epoch 1891 | loss: 0.0310726 | val_loss: 0.0312244 | Time: 2886.94 ms [2020-12-18 12:40:25 main:581] : INFO : Epoch 1892 | loss: 0.0310779 | val_loss: 0.0312466 | Time: 2881.54 ms [2020-12-18 12:40:28 main:581] : INFO : Epoch 1893 | loss: 0.0310793 | val_loss: 0.031226 | Time: 2877.32 ms [2020-12-18 12:40:31 main:581] : INFO : Epoch 1894 | loss: 0.0310793 | val_loss: 0.0312357 | Time: 2902.25 ms [2020-12-18 12:40:34 main:581] : INFO : Epoch 1895 | loss: 0.0310795 | val_loss: 0.0312266 | Time: 2882.98 ms [2020-12-18 12:40:36 main:581] : INFO : Epoch 1896 | loss: 0.0310807 | val_loss: 0.0312464 | Time: 2872.85 ms [2020-12-18 12:40:39 main:581] : INFO : Epoch 1897 | loss: 0.0310693 | val_loss: 0.0312265 | Time: 2873.28 ms [2020-12-18 12:40:42 main:581] : INFO : Epoch 1898 | loss: 0.0310746 | val_loss: 0.0312556 | Time: 2883.05 ms [2020-12-18 12:40:45 main:581] : INFO : Epoch 1899 | loss: 0.0310689 | val_loss: 0.0312521 | Time: 2885.29 ms [2020-12-18 12:40:48 main:581] : INFO : Epoch 1900 | loss: 0.0310685 | val_loss: 0.0312432 | Time: 2877.72 ms [2020-12-18 12:40:51 main:581] : INFO : Epoch 1901 | loss: 0.0310715 | val_loss: 0.0312171 | Time: 2873.5 ms [2020-12-18 12:40:54 main:581] : INFO : Epoch 1902 | loss: 0.0311556 | val_loss: 0.0311984 | Time: 2879.71 ms [2020-12-18 12:40:57 main:581] : INFO : Epoch 1903 | loss: 0.0311711 | val_loss: 0.0311877 | Time: 2879.77 ms [2020-12-18 12:41:00 main:581] : INFO : Epoch 1904 | loss: 0.031158 | val_loss: 0.0311886 | Time: 2901.95 ms [2020-12-18 12:41:02 main:581] : INFO : Epoch 1905 | loss: 0.0311481 | val_loss: 0.0311882 | Time: 2880.77 ms [2020-12-18 12:41:05 main:581] : INFO : Epoch 1906 | loss: 0.0311427 | val_loss: 0.0311933 | Time: 2867.25 ms [2020-12-18 12:41:08 main:581] : INFO : Epoch 1907 | loss: 0.0311358 | val_loss: 0.0311914 | Time: 2879.81 ms [2020-12-18 12:41:11 main:581] : INFO : Epoch 1908 | loss: 0.0311237 | val_loss: 0.0312043 | Time: 2883.73 ms [2020-12-18 12:41:14 main:581] : INFO : Epoch 1909 | loss: 0.0311161 | val_loss: 0.0312009 | Time: 2880.45 ms [2020-12-18 12:41:17 main:581] : INFO : Epoch 1910 | loss: 0.0311048 | val_loss: 0.0312076 | Time: 2878.17 ms [2020-12-18 12:41:20 main:581] : INFO : Epoch 1911 | loss: 0.0311003 | val_loss: 0.0312142 | Time: 2881.8 ms [2020-12-18 12:41:23 main:581] : INFO : Epoch 1912 | loss: 0.0310911 | val_loss: 0.0312208 | Time: 2885.38 ms [2020-12-18 12:41:25 main:581] : INFO : Epoch 1913 | loss: 0.0310858 | val_loss: 0.0312165 | Time: 2876.66 ms [2020-12-18 12:41:28 main:581] : INFO : Epoch 1914 | loss: 0.0310777 | val_loss: 0.0312284 | Time: 2883.25 ms [2020-12-18 12:41:31 main:581] : INFO : Epoch 1915 | loss: 0.0310765 | val_loss: 0.031229 | Time: 2902.95 ms [2020-12-18 12:41:34 main:581] : INFO : Epoch 1916 | loss: 0.0310811 | val_loss: 0.0312238 | Time: 2881.28 ms [2020-12-18 12:41:37 main:581] : INFO : Epoch 1917 | loss: 0.0310769 | val_loss: 0.0312651 | Time: 2884.25 ms [2020-12-18 12:41:40 main:581] : INFO : Epoch 1918 | loss: 0.0310762 | val_loss: 0.0312379 | Time: 2885.01 ms [2020-12-18 12:41:43 main:581] : INFO : Epoch 1919 | loss: 0.0310778 | val_loss: 0.0312303 | Time: 2876.67 ms [2020-12-18 12:41:46 main:581] : INFO : Epoch 1920 | loss: 0.0310723 | val_loss: 0.0312222 | Time: 2877.98 ms [2020-12-18 12:41:49 main:581] : INFO : Epoch 1921 | loss: 0.0310856 | val_loss: 0.0312196 | Time: 2876.42 ms [2020-12-18 12:41:51 main:581] : INFO : Epoch 1922 | loss: 0.031086 | val_loss: 0.0312357 | Time: 2883.39 ms [2020-12-18 12:41:54 main:581] : INFO : Epoch 1923 | loss: 0.0310777 | val_loss: 0.0312348 | Time: 2874.53 ms [2020-12-18 12:41:57 main:581] : INFO : Epoch 1924 | loss: 0.0310816 | val_loss: 0.0312249 | Time: 2880.16 ms [2020-12-18 12:42:00 main:581] : INFO : Epoch 1925 | loss: 0.0310821 | val_loss: 0.0312319 | Time: 2914.56 ms [2020-12-18 12:42:03 main:581] : INFO : Epoch 1926 | loss: 0.031076 | val_loss: 0.0312565 | Time: 2882.42 ms [2020-12-18 12:42:06 main:581] : INFO : Epoch 1927 | loss: 0.0310709 | val_loss: 0.0312289 | Time: 2878.39 ms [2020-12-18 12:42:09 main:581] : INFO : Epoch 1928 | loss: 0.0310664 | val_loss: 0.0312522 | Time: 2882.36 ms [2020-12-18 12:42:12 main:581] : INFO : Epoch 1929 | loss: 0.031076 | val_loss: 0.0312417 | Time: 2879.3 ms [2020-12-18 12:42:14 main:581] : INFO : Epoch 1930 | loss: 0.031077 | val_loss: 0.0312358 | Time: 2878.23 ms [2020-12-18 12:42:17 main:581] : INFO : Epoch 1931 | loss: 0.031067 | val_loss: 0.0312604 | Time: 2877.9 ms [2020-12-18 12:42:20 main:581] : INFO : Epoch 1932 | loss: 0.0310799 | val_loss: 0.0312056 | Time: 2885.57 ms [2020-12-18 12:42:23 main:581] : INFO : Epoch 1933 | loss: 0.0311009 | val_loss: 0.0312337 | Time: 2879.29 ms [2020-12-18 12:42:26 main:581] : INFO : Epoch 1934 | loss: 0.0310742 | val_loss: 0.031234 | Time: 2873.07 ms [2020-12-18 12:42:29 main:581] : INFO : Epoch 1935 | loss: 0.0310663 | val_loss: 0.0312481 | Time: 2888.98 ms [2020-12-18 12:42:32 main:581] : INFO : Epoch 1936 | loss: 0.03107 | val_loss: 0.0312388 | Time: 2882.89 ms [2020-12-18 12:42:35 main:581] : INFO : Epoch 1937 | loss: 0.0310703 | val_loss: 0.031233 | Time: 2881.97 ms [2020-12-18 12:42:38 main:581] : INFO : Epoch 1938 | loss: 0.0310771 | val_loss: 0.0312422 | Time: 2871.37 ms [2020-12-18 12:42:40 main:581] : INFO : Epoch 1939 | loss: 0.0310817 | val_loss: 0.0312138 | Time: 2876.45 ms [2020-12-18 12:42:43 main:581] : INFO : Epoch 1940 | loss: 0.0310882 | val_loss: 0.0312468 | Time: 2885.19 ms [2020-12-18 12:42:46 main:581] : INFO : Epoch 1941 | loss: 0.0310804 | val_loss: 0.0312161 | Time: 2879.25 ms [2020-12-18 12:42:49 main:581] : INFO : Epoch 1942 | loss: 0.031079 | val_loss: 0.0312323 | Time: 2884.39 ms [2020-12-18 12:42:52 main:581] : INFO : Epoch 1943 | loss: 0.0310863 | val_loss: 0.0312586 | Time: 2888.8 ms [2020-12-18 12:42:55 main:581] : INFO : Epoch 1944 | loss: 0.0310825 | val_loss: 0.0312172 | Time: 2881.49 ms [2020-12-18 12:42:58 main:581] : INFO : Epoch 1945 | loss: 0.0310783 | val_loss: 0.031234 | Time: 2882.89 ms [2020-12-18 12:43:01 main:581] : INFO : Epoch 1946 | loss: 0.0310785 | val_loss: 0.0312303 | Time: 2920.06 ms [2020-12-18 12:43:04 main:581] : INFO : Epoch 1947 | loss: 0.0310726 | val_loss: 0.0312425 | Time: 2879.61 ms [2020-12-18 12:43:06 main:581] : INFO : Epoch 1948 | loss: 0.0310749 | val_loss: 0.031234 | Time: 2869.38 ms [2020-12-18 12:43:09 main:581] : INFO : Epoch 1949 | loss: 0.0310751 | val_loss: 0.0312435 | Time: 2868.74 ms [2020-12-18 12:43:12 main:581] : INFO : Epoch 1950 | loss: 0.0310855 | val_loss: 0.0312291 | Time: 2875.08 ms [2020-12-18 12:43:15 main:581] : INFO : Epoch 1951 | loss: 0.031082 | val_loss: 0.0312418 | Time: 2876.51 ms [2020-12-18 12:43:18 main:581] : INFO : Epoch 1952 | loss: 0.0310788 | val_loss: 0.0312255 | Time: 2876.39 ms [2020-12-18 12:43:21 main:581] : INFO : Epoch 1953 | loss: 0.0310766 | val_loss: 0.031223 | Time: 2871.45 ms [2020-12-18 12:43:24 main:581] : INFO : Epoch 1954 | loss: 0.0310753 | val_loss: 0.0312351 | Time: 2870.33 ms [2020-12-18 12:43:27 main:581] : INFO : Epoch 1955 | loss: 0.0310736 | val_loss: 0.0312555 | Time: 2877.1 ms [2020-12-18 12:43:29 main:581] : INFO : Epoch 1956 | loss: 0.0310792 | val_loss: 0.0312399 | Time: 2892.5 ms [2020-12-18 12:43:32 main:581] : INFO : Epoch 1957 | loss: 0.0310708 | val_loss: 0.0312466 | Time: 2879.18 ms [2020-12-18 12:43:35 main:581] : INFO : Epoch 1958 | loss: 0.0310746 | val_loss: 0.0312438 | Time: 2876.55 ms [2020-12-18 12:43:38 main:581] : INFO : Epoch 1959 | loss: 0.0310719 | val_loss: 0.0312488 | Time: 2875.05 ms [2020-12-18 12:43:41 main:581] : INFO : Epoch 1960 | loss: 0.031069 | val_loss: 0.0312402 | Time: 2871.11 ms [2020-12-18 12:43:44 main:581] : INFO : Epoch 1961 | loss: 0.0310694 | val_loss: 0.0312338 | Time: 2883.18 ms [2020-12-18 12:43:47 main:581] : INFO : Epoch 1962 | loss: 0.0310873 | val_loss: 0.0312212 | Time: 2877.79 ms [2020-12-18 12:43:50 main:581] : INFO : Epoch 1963 | loss: 0.031088 | val_loss: 0.0312554 | Time: 2882.5 ms [2020-12-18 12:43:52 main:581] : INFO : Epoch 1964 | loss: 0.0310765 | val_loss: 0.0312257 | Time: 2876.16 ms [2020-12-18 12:43:55 main:581] : INFO : Epoch 1965 | loss: 0.0310685 | val_loss: 0.0312319 | Time: 2878.38 ms [2020-12-18 12:43:58 main:581] : INFO : Epoch 1966 | loss: 0.031071 | val_loss: 0.0312303 | Time: 2885.25 ms [2020-12-18 12:44:01 main:581] : INFO : Epoch 1967 | loss: 0.0310791 | val_loss: 0.0312302 | Time: 2928.16 ms [2020-12-18 12:44:04 main:581] : INFO : Epoch 1968 | loss: 0.0310783 | val_loss: 0.0312457 | Time: 2883.24 ms [2020-12-18 12:44:07 main:581] : INFO : Epoch 1969 | loss: 0.0310859 | val_loss: 0.0312285 | Time: 2874.57 ms [2020-12-18 12:44:10 main:581] : INFO : Epoch 1970 | loss: 0.0310767 | val_loss: 0.0312332 | Time: 2886 ms [2020-12-18 12:44:13 main:581] : INFO : Epoch 1971 | loss: 0.0310672 | val_loss: 0.0312613 | Time: 2877.55 ms [2020-12-18 12:44:16 main:581] : INFO : Epoch 1972 | loss: 0.0310679 | val_loss: 0.0312431 | Time: 2880.43 ms [2020-12-18 12:44:18 main:581] : INFO : Epoch 1973 | loss: 0.0310683 | val_loss: 0.0312616 | Time: 2882.99 ms [2020-12-18 12:44:21 main:581] : INFO : Epoch 1974 | loss: 0.03107 | val_loss: 0.0312508 | Time: 2886.05 ms [2020-12-18 12:44:24 main:581] : INFO : Epoch 1975 | loss: 0.0310643 | val_loss: 0.0312287 | Time: 2880.69 ms [2020-12-18 12:44:27 main:581] : INFO : Epoch 1976 | loss: 0.0310661 | val_loss: 0.0312376 | Time: 2879.39 ms [2020-12-18 12:44:30 main:581] : INFO : Epoch 1977 | loss: 0.0310741 | val_loss: 0.0312398 | Time: 2896.61 ms [2020-12-18 12:44:33 main:581] : INFO : Epoch 1978 | loss: 0.0310693 | val_loss: 0.0312358 | Time: 2877.04 ms [2020-12-18 12:44:36 main:581] : INFO : Epoch 1979 | loss: 0.0310612 | val_loss: 0.031241 | Time: 2884.13 ms [2020-12-18 12:44:39 main:581] : INFO : Epoch 1980 | loss: 0.0310663 | val_loss: 0.031259 | Time: 2871.63 ms [2020-12-18 12:44:41 main:581] : INFO : Epoch 1981 | loss: 0.0310743 | val_loss: 0.0312444 | Time: 2862.52 ms [2020-12-18 12:44:44 main:581] : INFO : Epoch 1982 | loss: 0.0310761 | val_loss: 0.0312385 | Time: 2876.15 ms [2020-12-18 12:44:47 main:581] : INFO : Epoch 1983 | loss: 0.0310756 | val_loss: 0.03124 | Time: 2880.47 ms [2020-12-18 12:44:50 main:581] : INFO : Epoch 1984 | loss: 0.0310738 | val_loss: 0.0312416 | Time: 2868.12 ms [2020-12-18 12:44:53 main:581] : INFO : Epoch 1985 | loss: 0.0310671 | val_loss: 0.0312502 | Time: 2877.93 ms [2020-12-18 12:44:56 main:581] : INFO : Epoch 1986 | loss: 0.0310705 | val_loss: 0.0312468 | Time: 2872.67 ms [2020-12-18 12:44:59 main:581] : INFO : Epoch 1987 | loss: 0.0310719 | val_loss: 0.0312481 | Time: 2874.7 ms [2020-12-18 12:45:02 main:581] : INFO : Epoch 1988 | loss: 0.0310834 | val_loss: 0.0312528 | Time: 2908.05 ms [2020-12-18 12:45:04 main:581] : INFO : Epoch 1989 | loss: 0.0310769 | val_loss: 0.0312499 | Time: 2872.98 ms [2020-12-18 12:45:07 main:581] : INFO : Epoch 1990 | loss: 0.03107 | val_loss: 0.031248 | Time: 2879.83 ms [2020-12-18 12:45:10 main:581] : INFO : Epoch 1991 | loss: 0.0310691 | val_loss: 0.0312333 | Time: 2878.62 ms [2020-12-18 12:45:13 main:581] : INFO : Epoch 1992 | loss: 0.0310657 | val_loss: 0.0312516 | Time: 2868.92 ms [2020-12-18 12:45:16 main:581] : INFO : Epoch 1993 | loss: 0.0310682 | val_loss: 0.031238 | Time: 2874.47 ms [2020-12-18 12:45:19 main:581] : INFO : Epoch 1994 | loss: 0.0310753 | val_loss: 0.031241 | Time: 2885.14 ms [2020-12-18 12:45:22 main:581] : INFO : Epoch 1995 | loss: 0.0310827 | val_loss: 0.0312484 | Time: 2882.96 ms [2020-12-18 12:45:25 main:581] : INFO : Epoch 1996 | loss: 0.0310762 | val_loss: 0.0312458 | Time: 2885.1 ms [2020-12-18 12:45:28 main:581] : INFO : Epoch 1997 | loss: 0.0310755 | val_loss: 0.0312276 | Time: 2879.96 ms [2020-12-18 12:45:30 main:581] : INFO : Epoch 1998 | loss: 0.0310753 | val_loss: 0.031246 | Time: 2901.36 ms [2020-12-18 12:45:33 main:581] : INFO : Epoch 1999 | loss: 0.0310865 | val_loss: 0.0312235 | Time: 2869.15 ms [2020-12-18 12:45:36 main:581] : INFO : Epoch 2000 | loss: 0.0310802 | val_loss: 0.0312552 | Time: 2883.8 ms [2020-12-18 12:45:39 main:581] : INFO : Epoch 2001 | loss: 0.0310728 | val_loss: 0.0312546 | Time: 2874.14 ms [2020-12-18 12:45:42 main:581] : INFO : Epoch 2002 | loss: 0.0310729 | val_loss: 0.0312384 | Time: 2872.62 ms [2020-12-18 12:45:45 main:581] : INFO : Epoch 2003 | loss: 0.0310706 | val_loss: 0.0312547 | Time: 2883.58 ms [2020-12-18 12:45:48 main:581] : INFO : Epoch 2004 | loss: 0.0310706 | val_loss: 0.0312291 | Time: 2880.8 ms [2020-12-18 12:45:51 main:581] : INFO : Epoch 2005 | loss: 0.0310647 | val_loss: 0.0312738 | Time: 2876.47 ms [2020-12-18 12:45:53 main:581] : INFO : Epoch 2006 | loss: 0.0310662 | val_loss: 0.0312482 | Time: 2877.07 ms [2020-12-18 12:45:56 main:581] : INFO : Epoch 2007 | loss: 0.0310591 | val_loss: 0.031277 | Time: 2885.46 ms [2020-12-18 12:45:59 main:581] : INFO : Epoch 2008 | loss: 0.0310672 | val_loss: 0.03125 | Time: 2899.68 ms [2020-12-18 12:46:02 main:581] : INFO : Epoch 2009 | loss: 0.031066 | val_loss: 0.0312546 | Time: 2889.62 ms [2020-12-18 12:46:05 main:581] : INFO : Epoch 2010 | loss: 0.0310672 | val_loss: 0.0312442 | Time: 2877.57 ms [2020-12-18 12:46:08 main:581] : INFO : Epoch 2011 | loss: 0.031067 | val_loss: 0.0312581 | Time: 2885.45 ms [2020-12-18 12:46:11 main:581] : INFO : Epoch 2012 | loss: 0.031068 | val_loss: 0.0312449 | Time: 2882.94 ms [2020-12-18 12:46:14 main:581] : INFO : Epoch 2013 | loss: 0.0310744 | val_loss: 0.031244 | Time: 2883.27 ms [2020-12-18 12:46:17 main:581] : INFO : Epoch 2014 | loss: 0.0310792 | val_loss: 0.0312375 | Time: 2875.16 ms [2020-12-18 12:46:19 main:581] : INFO : Epoch 2015 | loss: 0.0310761 | val_loss: 0.0312466 | Time: 2881.86 ms [2020-12-18 12:46:22 main:581] : INFO : Epoch 2016 | loss: 0.0310722 | val_loss: 0.031254 | Time: 2881.59 ms [2020-12-18 12:46:25 main:581] : INFO : Epoch 2017 | loss: 0.0310645 | val_loss: 0.0312398 | Time: 2877.07 ms [2020-12-18 12:46:28 main:581] : INFO : Epoch 2018 | loss: 0.0310639 | val_loss: 0.0312506 | Time: 2874.62 ms [2020-12-18 12:46:31 main:581] : INFO : Epoch 2019 | loss: 0.0310616 | val_loss: 0.0312368 | Time: 2903.43 ms [2020-12-18 12:46:34 main:581] : INFO : Epoch 2020 | loss: 0.0310649 | val_loss: 0.0312422 | Time: 2879.59 ms [2020-12-18 12:46:37 main:581] : INFO : Epoch 2021 | loss: 0.0310623 | val_loss: 0.0312515 | Time: 2884.86 ms [2020-12-18 12:46:40 main:581] : INFO : Epoch 2022 | loss: 0.0310584 | val_loss: 0.03125 | Time: 2878.96 ms [2020-12-18 12:46:42 main:581] : INFO : Epoch 2023 | loss: 0.0310647 | val_loss: 0.0312462 | Time: 2886.7 ms [2020-12-18 12:46:45 main:581] : INFO : Epoch 2024 | loss: 0.0310643 | val_loss: 0.03125 | Time: 2882.55 ms [2020-12-18 12:46:48 main:581] : INFO : Epoch 2025 | loss: 0.0310594 | val_loss: 0.0312587 | Time: 2876.14 ms [2020-12-18 12:46:51 main:581] : INFO : Epoch 2026 | loss: 0.0310639 | val_loss: 0.0312526 | Time: 2884.02 ms [2020-12-18 12:46:54 main:581] : INFO : Epoch 2027 | loss: 0.0310642 | val_loss: 0.0312651 | Time: 2873.92 ms [2020-12-18 12:46:57 main:581] : INFO : Epoch 2028 | loss: 0.0310629 | val_loss: 0.0312362 | Time: 2882.51 ms [2020-12-18 12:47:00 main:581] : INFO : Epoch 2029 | loss: 0.031068 | val_loss: 0.0312517 | Time: 2911.37 ms [2020-12-18 12:47:03 main:581] : INFO : Epoch 2030 | loss: 0.0310633 | val_loss: 0.0312512 | Time: 2877.8 ms [2020-12-18 12:47:06 main:581] : INFO : Epoch 2031 | loss: 0.0310721 | val_loss: 0.0312245 | Time: 2879.64 ms [2020-12-18 12:47:08 main:581] : INFO : Epoch 2032 | loss: 0.0310788 | val_loss: 0.0312559 | Time: 2882.79 ms [2020-12-18 12:47:11 main:581] : INFO : Epoch 2033 | loss: 0.0310656 | val_loss: 0.0312527 | Time: 2870.22 ms [2020-12-18 12:47:14 main:581] : INFO : Epoch 2034 | loss: 0.0310646 | val_loss: 0.031244 | Time: 2884.69 ms [2020-12-18 12:47:17 main:581] : INFO : Epoch 2035 | loss: 0.0310632 | val_loss: 0.0312521 | Time: 2880.6 ms [2020-12-18 12:47:20 main:581] : INFO : Epoch 2036 | loss: 0.0310675 | val_loss: 0.0312614 | Time: 2876.73 ms [2020-12-18 12:47:23 main:581] : INFO : Epoch 2037 | loss: 0.0310643 | val_loss: 0.0312468 | Time: 2879.07 ms [2020-12-18 12:47:26 main:581] : INFO : Epoch 2038 | loss: 0.0310647 | val_loss: 0.0312346 | Time: 2872.97 ms [2020-12-18 12:47:29 main:581] : INFO : Epoch 2039 | loss: 0.0310647 | val_loss: 0.0312657 | Time: 2888.74 ms [2020-12-18 12:47:31 main:581] : INFO : Epoch 2040 | loss: 0.0310603 | val_loss: 0.0312369 | Time: 2882.11 ms [2020-12-18 12:47:34 main:581] : INFO : Epoch 2041 | loss: 0.0310645 | val_loss: 0.0312539 | Time: 2881.76 ms [2020-12-18 12:47:37 main:581] : INFO : Epoch 2042 | loss: 0.0310695 | val_loss: 0.0312486 | Time: 2876.64 ms [2020-12-18 12:47:40 main:581] : INFO : Epoch 2043 | loss: 0.0310727 | val_loss: 0.031259 | Time: 2883.75 ms [2020-12-18 12:47:43 main:581] : INFO : Epoch 2044 | loss: 0.0310624 | val_loss: 0.031261 | Time: 2862.57 ms [2020-12-18 12:47:46 main:581] : INFO : Epoch 2045 | loss: 0.0310625 | val_loss: 0.0312558 | Time: 2871.47 ms [2020-12-18 12:47:49 main:581] : INFO : Epoch 2046 | loss: 0.0310646 | val_loss: 0.0312443 | Time: 2872.3 ms [2020-12-18 12:47:52 main:581] : INFO : Epoch 2047 | loss: 0.031065 | val_loss: 0.0312492 | Time: 2884.38 ms [2020-12-18 12:47:55 main:581] : INFO : Epoch 2048 | loss: 0.031075 | val_loss: 0.0312399 | Time: 2884.01 ms [2020-12-18 12:47:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312399 [2020-12-18 12:47:55 main:610] : INFO : Saving end state to config to file [2020-12-18 12:47:55 main:615] : INFO : Success, exiting.. 12:47:55 (1915137): 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)