Task 10942012
| Name | ParityModified-1638633281-4107-3-0_0 |
| Workunit | 8237031 |
| Created | 21 Jan 2022, 16:04:33 UTC |
| Sent | 6 Feb 2022, 16:06:51 UTC |
| Report deadline | 14 Feb 2022, 16:06:51 UTC |
| Received | 6 Feb 2022, 18:05:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18910 |
| Run time | 1 hours 46 min 33 sec |
| CPU time | 1 hours 37 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,576.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312003 | val_loss: 0.031203 | Time: 3059.85 ms
[2022-02-07 01:40:46 main:574] : INFO : Epoch 1543 | loss: 0.031199 | val_loss: 0.0311963 | Time: 2954.27 ms
[2022-02-07 01:40:49 main:574] : INFO : Epoch 1544 | loss: 0.0311988 | val_loss: 0.0311965 | Time: 2997.34 ms
[2022-02-07 01:40:51 main:574] : INFO : Epoch 1545 | loss: 0.0312013 | val_loss: 0.0311963 | Time: 2896.38 ms
[2022-02-07 01:40:54 main:574] : INFO : Epoch 1546 | loss: 0.0311996 | val_loss: 0.0311965 | Time: 2939.75 ms
[2022-02-07 01:40:58 main:574] : INFO : Epoch 1547 | loss: 0.0311991 | val_loss: 0.0311965 | Time: 3489.11 ms
[2022-02-07 01:41:01 main:574] : INFO : Epoch 1548 | loss: 0.0311996 | val_loss: 0.031197 | Time: 2908.52 ms
[2022-02-07 01:41:04 main:574] : INFO : Epoch 1549 | loss: 0.0311981 | val_loss: 0.0311977 | Time: 2831.67 ms
[2022-02-07 01:41:06 main:574] : INFO : Epoch 1550 | loss: 0.0311986 | val_loss: 0.0311971 | Time: 2869.8 ms
[2022-02-07 01:41:09 main:574] : INFO : Epoch 1551 | loss: 0.0312001 | val_loss: 0.0311998 | Time: 2943.58 ms
[2022-02-07 01:41:12 main:574] : INFO : Epoch 1552 | loss: 0.0311992 | val_loss: 0.0312011 | Time: 2774.19 ms
[2022-02-07 01:41:15 main:574] : INFO : Epoch 1553 | loss: 0.0312027 | val_loss: 0.0311956 | Time: 2890.92 ms
[2022-02-07 01:41:18 main:574] : INFO : Epoch 1554 | loss: 0.0312005 | val_loss: 0.0311981 | Time: 2942.06 ms
[2022-02-07 01:41:21 main:574] : INFO : Epoch 1555 | loss: 0.0311983 | val_loss: 0.0311961 | Time: 2752.73 ms
[2022-02-07 01:41:24 main:574] : INFO : Epoch 1556 | loss: 0.0311981 | val_loss: 0.0311961 | Time: 3133.4 ms
[2022-02-07 01:41:27 main:574] : INFO : Epoch 1557 | loss: 0.0311986 | val_loss: 0.0311985 | Time: 2898.77 ms
[2022-02-07 01:41:30 main:574] : INFO : Epoch 1558 | loss: 0.0312007 | val_loss: 0.0312002 | Time: 2802.46 ms
[2022-02-07 01:41:33 main:574] : INFO : Epoch 1559 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 2947.66 ms
[2022-02-07 01:41:35 main:574] : INFO : Epoch 1560 | loss: 0.0311984 | val_loss: 0.0311964 | Time: 2734.49 ms
[2022-02-07 01:41:38 main:574] : INFO : Epoch 1561 | loss: 0.0311975 | val_loss: 0.0311968 | Time: 2999.55 ms
[2022-02-07 01:41:41 main:574] : INFO : Epoch 1562 | loss: 0.031198 | val_loss: 0.0311968 | Time: 2759.46 ms
[2022-02-07 01:41:44 main:574] : INFO : Epoch 1563 | loss: 0.0311994 | val_loss: 0.0311957 | Time: 3066.61 ms
[2022-02-07 01:41:47 main:574] : INFO : Epoch 1564 | loss: 0.0311971 | val_loss: 0.0311965 | Time: 2885.51 ms
[2022-02-07 01:41:50 main:574] : INFO : Epoch 1565 | loss: 0.0311967 | val_loss: 0.0311956 | Time: 2835.97 ms
[2022-02-07 01:41:53 main:574] : INFO : Epoch 1566 | loss: 0.031197 | val_loss: 0.0311949 | Time: 3410.82 ms
[2022-02-07 01:41:56 main:574] : INFO : Epoch 1567 | loss: 0.0311971 | val_loss: 0.031196 | Time: 2766.26 ms
[2022-02-07 01:41:59 main:574] : INFO : Epoch 1568 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 2906.91 ms
[2022-02-07 01:42:02 main:574] : INFO : Epoch 1569 | loss: 0.0311993 | val_loss: 0.0311947 | Time: 2867.02 ms
[2022-02-07 01:42:05 main:574] : INFO : Epoch 1570 | loss: 0.0311968 | val_loss: 0.0312039 | Time: 3023.65 ms
[2022-02-07 01:42:08 main:574] : INFO : Epoch 1571 | loss: 0.0312001 | val_loss: 0.0311975 | Time: 2900.8 ms
[2022-02-07 01:42:11 main:574] : INFO : Epoch 1572 | loss: 0.0311969 | val_loss: 0.0311961 | Time: 3064.69 ms
[2022-02-07 01:42:14 main:574] : INFO : Epoch 1573 | loss: 0.0311985 | val_loss: 0.0311948 | Time: 2750.9 ms
[2022-02-07 01:42:16 main:574] : INFO : Epoch 1574 | loss: 0.0311967 | val_loss: 0.031199 | Time: 2784.38 ms
[2022-02-07 01:42:19 main:574] : INFO : Epoch 1575 | loss: 0.0311964 | val_loss: 0.0311946 | Time: 2764.85 ms
[2022-02-07 01:42:22 main:574] : INFO : Epoch 1576 | loss: 0.0311972 | val_loss: 0.0311982 | Time: 2933.65 ms
[2022-02-07 01:42:25 main:574] : INFO : Epoch 1577 | loss: 0.0311991 | val_loss: 0.0311964 | Time: 2774.42 ms
[2022-02-07 01:42:28 main:574] : INFO : Epoch 1578 | loss: 0.0311991 | val_loss: 0.0311947 | Time: 2892.53 ms
[2022-02-07 01:42:30 main:574] : INFO : Epoch 1579 | loss: 0.0311971 | val_loss: 0.0311954 | Time: 2725.34 ms
[2022-02-07 01:42:33 main:574] : INFO : Epoch 1580 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 2801.71 ms
[2022-02-07 01:42:36 main:574] : INFO : Epoch 1581 | loss: 0.0311944 | val_loss: 0.031194 | Time: 2802.93 ms
[2022-02-07 01:42:39 main:574] : INFO : Epoch 1582 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 3025.16 ms
[2022-02-07 01:42:42 main:574] : INFO : Epoch 1583 | loss: 0.0311962 | val_loss: 0.0311953 | Time: 2803.1 ms
[2022-02-07 01:42:45 main:574] : INFO : Epoch 1584 | loss: 0.0311969 | val_loss: 0.0311947 | Time: 2792.33 ms
[2022-02-07 01:42:48 main:574] : INFO : Epoch 1585 | loss: 0.0311962 | val_loss: 0.0311945 | Time: 2870.94 ms
[2022-02-07 01:42:51 main:574] : INFO : Epoch 1586 | loss: 0.0311962 | val_loss: 0.0311993 | Time: 3341.44 ms
[2022-02-07 01:42:54 main:574] : INFO : Epoch 1587 | loss: 0.0311961 | val_loss: 0.0311944 | Time: 2928.89 ms
[2022-02-07 01:42:57 main:574] : INFO : Epoch 1588 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 2815.76 ms
[2022-02-07 01:42:59 main:574] : INFO : Epoch 1589 | loss: 0.031197 | val_loss: 0.0311977 | Time: 2843.21 ms
[2022-02-07 01:43:03 main:574] : INFO : Epoch 1590 | loss: 0.0311979 | val_loss: 0.0311941 | Time: 3193.91 ms
[2022-02-07 01:43:06 main:574] : INFO : Epoch 1591 | loss: 0.031194 | val_loss: 0.0312051 | Time: 2826.78 ms
[2022-02-07 01:43:09 main:574] : INFO : Epoch 1592 | loss: 0.031199 | val_loss: 0.0311924 | Time: 3000.83 ms
[2022-02-07 01:43:12 main:574] : INFO : Epoch 1593 | loss: 0.0311952 | val_loss: 0.031195 | Time: 3141.28 ms
[2022-02-07 01:43:15 main:574] : INFO : Epoch 1594 | loss: 0.0311942 | val_loss: 0.0311928 | Time: 3160.16 ms
[2022-02-07 01:43:18 main:574] : INFO : Epoch 1595 | loss: 0.0311954 | val_loss: 0.0312075 | Time: 2977.58 ms
[2022-02-07 01:43:21 main:574] : INFO : Epoch 1596 | loss: 0.0311967 | val_loss: 0.0311933 | Time: 3209.42 ms
[2022-02-07 01:43:24 main:574] : INFO : Epoch 1597 | loss: 0.0311947 | val_loss: 0.0312019 | Time: 3114.76 ms
[2022-02-07 01:43:27 main:574] : INFO : Epoch 1598 | loss: 0.0311946 | val_loss: 0.0311929 | Time: 2901.25 ms
[2022-02-07 01:43:30 main:574] : INFO : Epoch 1599 | loss: 0.0311963 | val_loss: 0.0311927 | Time: 2907.49 ms
[2022-02-07 01:43:33 main:574] : INFO : Epoch 1600 | loss: 0.0311962 | val_loss: 0.0311937 | Time: 2865.25 ms
[2022-02-07 01:43:36 main:574] : INFO : Epoch 1601 | loss: 0.0311996 | val_loss: 0.0311927 | Time: 2956.17 ms
[2022-02-07 01:43:39 main:574] : INFO : Epoch 1602 | loss: 0.0312 | val_loss: 0.0312042 | Time: 3026.23 ms
[2022-02-07 01:43:42 main:574] : INFO : Epoch 1603 | loss: 0.0311987 | val_loss: 0.0311945 | Time: 2927.77 ms
[2022-02-07 01:43:44 main:574] : INFO : Epoch 1604 | loss: 0.0311947 | val_loss: 0.0311916 | Time: 2765.07 ms
[2022-02-07 01:43:47 main:574] : INFO : Epoch 1605 | loss: 0.0311936 | val_loss: 0.031195 | Time: 2869.45 ms
[2022-02-07 01:43:50 main:574] : INFO : Epoch 1606 | loss: 0.0311957 | val_loss: 0.0311935 | Time: 2754.67 ms
[2022-02-07 01:43:53 main:574] : INFO : Epoch 1607 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 2901.15 ms
[2022-02-07 01:43:56 main:574] : INFO : Epoch 1608 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 3018.54 ms
[2022-02-07 01:43:59 main:574] : INFO : Epoch 1609 | loss: 0.0311948 | val_loss: 0.0311927 | Time: 2971.64 ms
[2022-02-07 01:44:02 main:574] : INFO : Epoch 1610 | loss: 0.0311921 | val_loss: 0.0311913 | Time: 2860.15 ms
[2022-02-07 01:44:05 main:574] : INFO : Epoch 1611 | loss: 0.0311936 | val_loss: 0.0311999 | Time: 2867 ms
[2022-02-07 01:44:08 main:574] : INFO : Epoch 1612 | loss: 0.0311959 | val_loss: 0.0311935 | Time: 2840.16 ms
[2022-02-07 01:44:10 main:574] : INFO : Epoch 1613 | loss: 0.0311968 | val_loss: 0.0311915 | Time: 2780.05 ms
[2022-02-07 01:44:13 main:574] : INFO : Epoch 1614 | loss: 0.0311984 | val_loss: 0.0312103 | Time: 2819.98 ms
[2022-02-07 01:44:16 main:574] : INFO : Epoch 1615 | loss: 0.0311941 | val_loss: 0.0311905 | Time: 2793.27 ms
[2022-02-07 01:44:19 main:574] : INFO : Epoch 1616 | loss: 0.0311912 | val_loss: 0.0311934 | Time: 2765.26 ms
[2022-02-07 01:44:22 main:574] : INFO : Epoch 1617 | loss: 0.0311944 | val_loss: 0.0311998 | Time: 3286.28 ms
[2022-02-07 01:44:25 main:574] : INFO : Epoch 1618 | loss: 0.0311971 | val_loss: 0.0311921 | Time: 3017.98 ms
[2022-02-07 01:44:28 main:574] : INFO : Epoch 1619 | loss: 0.0311985 | val_loss: 0.0311978 | Time: 2729.3 ms
[2022-02-07 01:44:31 main:574] : INFO : Epoch 1620 | loss: 0.0311958 | val_loss: 0.031197 | Time: 3032.5 ms
[2022-02-07 01:44:34 main:574] : INFO : Epoch 1621 | loss: 0.0311924 | val_loss: 0.0311898 | Time: 3335.86 ms
[2022-02-07 01:44:37 main:574] : INFO : Epoch 1622 | loss: 0.0311896 | val_loss: 0.0311906 | Time: 3072.97 ms
[2022-02-07 01:44:40 main:574] : INFO : Epoch 1623 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 2689.54 ms
[2022-02-07 01:44:43 main:574] : INFO : Epoch 1624 | loss: 0.0311965 | val_loss: 0.0311907 | Time: 2793.95 ms
[2022-02-07 01:44:46 main:574] : INFO : Epoch 1625 | loss: 0.0311981 | val_loss: 0.0311902 | Time: 2881.1 ms
[2022-02-07 01:44:48 main:574] : INFO : Epoch 1626 | loss: 0.0311932 | val_loss: 0.0311895 | Time: 2849.13 ms
[2022-02-07 01:44:51 main:574] : INFO : Epoch 1627 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 3018.84 ms
[2022-02-07 01:44:54 main:574] : INFO : Epoch 1628 | loss: 0.031191 | val_loss: 0.031196 | Time: 2907.76 ms
[2022-02-07 01:44:57 main:574] : INFO : Epoch 1629 | loss: 0.0311934 | val_loss: 0.0311897 | Time: 2878.35 ms
[2022-02-07 01:45:00 main:574] : INFO : Epoch 1630 | loss: 0.03119 | val_loss: 0.0311941 | Time: 2882.07 ms
[2022-02-07 01:45:03 main:574] : INFO : Epoch 1631 | loss: 0.0311893 | val_loss: 0.0311894 | Time: 2759.21 ms
[2022-02-07 01:45:06 main:574] : INFO : Epoch 1632 | loss: 0.0311891 | val_loss: 0.0312078 | Time: 2992.5 ms
[2022-02-07 01:45:09 main:574] : INFO : Epoch 1633 | loss: 0.0311923 | val_loss: 0.0311889 | Time: 3164.07 ms
[2022-02-07 01:45:12 main:574] : INFO : Epoch 1634 | loss: 0.0311881 | val_loss: 0.03119 | Time: 2955.2 ms
[2022-02-07 01:45:15 main:574] : INFO : Epoch 1635 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 2953.3 ms
[2022-02-07 01:45:18 main:574] : INFO : Epoch 1636 | loss: 0.0311883 | val_loss: 0.0311946 | Time: 2915.44 ms
[2022-02-07 01:45:21 main:574] : INFO : Epoch 1637 | loss: 0.0311917 | val_loss: 0.031192 | Time: 3014.02 ms
[2022-02-07 01:45:24 main:574] : INFO : Epoch 1638 | loss: 0.0311883 | val_loss: 0.0311889 | Time: 2867.17 ms
[2022-02-07 01:45:27 main:574] : INFO : Epoch 1639 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 3231.19 ms
[2022-02-07 01:45:30 main:574] : INFO : Epoch 1640 | loss: 0.0311901 | val_loss: 0.0311932 | Time: 2824.58 ms
[2022-02-07 01:45:33 main:574] : INFO : Epoch 1641 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 2987.37 ms
[2022-02-07 01:45:36 main:574] : INFO : Epoch 1642 | loss: 0.0311889 | val_loss: 0.0311886 | Time: 2750.75 ms
[2022-02-07 01:45:39 main:574] : INFO : Epoch 1643 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 2941.31 ms
[2022-02-07 01:45:41 main:574] : INFO : Epoch 1644 | loss: 0.0311856 | val_loss: 0.0311903 | Time: 2817.44 ms
[2022-02-07 01:45:44 main:574] : INFO : Epoch 1645 | loss: 0.0311884 | val_loss: 0.0311875 | Time: 2881.58 ms
[2022-02-07 01:45:47 main:574] : INFO : Epoch 1646 | loss: 0.0311862 | val_loss: 0.0311867 | Time: 2846.46 ms
[2022-02-07 01:45:50 main:574] : INFO : Epoch 1647 | loss: 0.0311852 | val_loss: 0.0311887 | Time: 2823.88 ms
[2022-02-07 01:45:53 main:574] : INFO : Epoch 1648 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 2974.38 ms
[2022-02-07 01:45:56 main:574] : INFO : Epoch 1649 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 3112.77 ms
[2022-02-07 01:45:59 main:574] : INFO : Epoch 1650 | loss: 0.0311873 | val_loss: 0.0311891 | Time: 3052.06 ms
[2022-02-07 01:46:02 main:574] : INFO : Epoch 1651 | loss: 0.0311925 | val_loss: 0.0311967 | Time: 2784.51 ms
[2022-02-07 01:46:05 main:574] : INFO : Epoch 1652 | loss: 0.0311998 | val_loss: 0.0312035 | Time: 3005.25 ms
[2022-02-07 01:46:08 main:574] : INFO : Epoch 1653 | loss: 0.0311991 | val_loss: 0.0311928 | Time: 2822.99 ms
[2022-02-07 01:46:10 main:574] : INFO : Epoch 1654 | loss: 0.0311932 | val_loss: 0.0311904 | Time: 2770.39 ms
[2022-02-07 01:46:13 main:574] : INFO : Epoch 1655 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2761.37 ms
[2022-02-07 01:46:16 main:574] : INFO : Epoch 1656 | loss: 0.0311972 | val_loss: 0.031195 | Time: 2744.01 ms
[2022-02-07 01:46:19 main:574] : INFO : Epoch 1657 | loss: 0.0311954 | val_loss: 0.0311942 | Time: 3052.45 ms
[2022-02-07 01:46:22 main:574] : INFO : Epoch 1658 | loss: 0.0311932 | val_loss: 0.0311932 | Time: 2774.41 ms
[2022-02-07 01:46:25 main:574] : INFO : Epoch 1659 | loss: 0.0311916 | val_loss: 0.0311905 | Time: 2931.14 ms
[2022-02-07 01:46:28 main:574] : INFO : Epoch 1660 | loss: 0.0311922 | val_loss: 0.0311898 | Time: 3035.32 ms
[2022-02-07 01:46:31 main:574] : INFO : Epoch 1661 | loss: 0.0311913 | val_loss: 0.0311916 | Time: 2878.08 ms
[2022-02-07 01:46:34 main:574] : INFO : Epoch 1662 | loss: 0.0311907 | val_loss: 0.0311894 | Time: 2927.45 ms
[2022-02-07 01:46:36 main:574] : INFO : Epoch 1663 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 2833.28 ms
[2022-02-07 01:46:39 main:574] : INFO : Epoch 1664 | loss: 0.0311925 | val_loss: 0.0311916 | Time: 3021.62 ms
[2022-02-07 01:46:42 main:574] : INFO : Epoch 1665 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 3032.23 ms
[2022-02-07 01:46:45 main:574] : INFO : Epoch 1666 | loss: 0.0311952 | val_loss: 0.0311985 | Time: 2875.37 ms
[2022-02-07 01:46:48 main:574] : INFO : Epoch 1667 | loss: 0.0312019 | val_loss: 0.031198 | Time: 2849.61 ms
[2022-02-07 01:46:51 main:574] : INFO : Epoch 1668 | loss: 0.0311976 | val_loss: 0.0311952 | Time: 2875.87 ms
[2022-02-07 01:46:54 main:574] : INFO : Epoch 1669 | loss: 0.031193 | val_loss: 0.0311928 | Time: 2954.36 ms
[2022-02-07 01:46:57 main:574] : INFO : Epoch 1670 | loss: 0.031191 | val_loss: 0.0311902 | Time: 2862.59 ms
[2022-02-07 01:47:00 main:574] : INFO : Epoch 1671 | loss: 0.0311904 | val_loss: 0.03119 | Time: 2867.28 ms
[2022-02-07 01:47:03 main:574] : INFO : Epoch 1672 | loss: 0.0311887 | val_loss: 0.0311874 | Time: 2973.36 ms
[2022-02-07 01:47:05 main:574] : INFO : Epoch 1673 | loss: 0.03119 | val_loss: 0.0311871 | Time: 2764.16 ms
[2022-02-07 01:47:08 main:574] : INFO : Epoch 1674 | loss: 0.0311895 | val_loss: 0.0311871 | Time: 2902.41 ms
[2022-02-07 01:47:11 main:574] : INFO : Epoch 1675 | loss: 0.031189 | val_loss: 0.031187 | Time: 3012.46 ms
[2022-02-07 01:47:14 main:574] : INFO : Epoch 1676 | loss: 0.0311898 | val_loss: 0.0311869 | Time: 2935.07 ms
[2022-02-07 01:47:17 main:574] : INFO : Epoch 1677 | loss: 0.0311878 | val_loss: 0.0311869 | Time: 2971.91 ms
[2022-02-07 01:47:20 main:574] : INFO : Epoch 1678 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2864.94 ms
[2022-02-07 01:47:23 main:574] : INFO : Epoch 1679 | loss: 0.0311914 | val_loss: 0.0311883 | Time: 2848.08 ms
[2022-02-07 01:47:26 main:574] : INFO : Epoch 1680 | loss: 0.0311887 | val_loss: 0.0311886 | Time: 2845.67 ms
[2022-02-07 01:47:29 main:574] : INFO : Epoch 1681 | loss: 0.0311938 | val_loss: 0.0311932 | Time: 2732.57 ms
[2022-02-07 01:47:31 main:574] : INFO : Epoch 1682 | loss: 0.0311902 | val_loss: 0.0311862 | Time: 2797.28 ms
[2022-02-07 01:47:34 main:574] : INFO : Epoch 1683 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 2961.51 ms
[2022-02-07 01:47:37 main:574] : INFO : Epoch 1684 | loss: 0.0311855 | val_loss: 0.0311865 | Time: 2754.71 ms
[2022-02-07 01:47:40 main:574] : INFO : Epoch 1685 | loss: 0.0311862 | val_loss: 0.03119 | Time: 3101.67 ms
[2022-02-07 01:47:43 main:574] : INFO : Epoch 1686 | loss: 0.0311877 | val_loss: 0.0311934 | Time: 3205.06 ms
[2022-02-07 01:47:46 main:574] : INFO : Epoch 1687 | loss: 0.0311877 | val_loss: 0.0311862 | Time: 2798.81 ms
[2022-02-07 01:47:49 main:574] : INFO : Epoch 1688 | loss: 0.0311853 | val_loss: 0.031189 | Time: 2862.36 ms
[2022-02-07 01:47:52 main:574] : INFO : Epoch 1689 | loss: 0.0311845 | val_loss: 0.0311846 | Time: 3040.62 ms
[2022-02-07 01:47:55 main:574] : INFO : Epoch 1690 | loss: 0.0311847 | val_loss: 0.0311865 | Time: 3269.6 ms
[2022-02-07 01:47:58 main:574] : INFO : Epoch 1691 | loss: 0.0311898 | val_loss: 0.0311871 | Time: 2789.54 ms
[2022-02-07 01:48:01 main:574] : INFO : Epoch 1692 | loss: 0.0311853 | val_loss: 0.0311844 | Time: 2855.91 ms
[2022-02-07 01:48:04 main:574] : INFO : Epoch 1693 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 2750.14 ms
[2022-02-07 01:48:07 main:574] : INFO : Epoch 1694 | loss: 0.0311849 | val_loss: 0.0311918 | Time: 2984.79 ms
[2022-02-07 01:48:10 main:574] : INFO : Epoch 1695 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 2759.87 ms
[2022-02-07 01:48:13 main:574] : INFO : Epoch 1696 | loss: 0.0311844 | val_loss: 0.031185 | Time: 2940.07 ms
[2022-02-07 01:48:16 main:574] : INFO : Epoch 1697 | loss: 0.0311828 | val_loss: 0.0311875 | Time: 3089.17 ms
[2022-02-07 01:48:19 main:574] : INFO : Epoch 1698 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 3032.99 ms
[2022-02-07 01:48:22 main:574] : INFO : Epoch 1699 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 2900.51 ms
[2022-02-07 01:48:24 main:574] : INFO : Epoch 1700 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 2809.01 ms
[2022-02-07 01:48:27 main:574] : INFO : Epoch 1701 | loss: 0.031184 | val_loss: 0.0311849 | Time: 2838.67 ms
[2022-02-07 01:48:30 main:574] : INFO : Epoch 1702 | loss: 0.0311811 | val_loss: 0.031183 | Time: 2906.7 ms
[2022-02-07 01:48:33 main:574] : INFO : Epoch 1703 | loss: 0.0311822 | val_loss: 0.031183 | Time: 2891.76 ms
[2022-02-07 01:48:36 main:574] : INFO : Epoch 1704 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 3001.31 ms
[2022-02-07 01:48:39 main:574] : INFO : Epoch 1705 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2919.58 ms
[2022-02-07 01:48:42 main:574] : INFO : Epoch 1706 | loss: 0.0311835 | val_loss: 0.0311938 | Time: 2935.26 ms
[2022-02-07 01:48:45 main:574] : INFO : Epoch 1707 | loss: 0.0311894 | val_loss: 0.0311893 | Time: 2852.33 ms
[2022-02-07 01:48:47 main:574] : INFO : Epoch 1708 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 2773.81 ms
[2022-02-07 01:48:50 main:574] : INFO : Epoch 1709 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 2936.79 ms
[2022-02-07 01:48:53 main:574] : INFO : Epoch 1710 | loss: 0.0311816 | val_loss: 0.031187 | Time: 2752.06 ms
[2022-02-07 01:48:56 main:574] : INFO : Epoch 1711 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 3071.12 ms
[2022-02-07 01:48:59 main:574] : INFO : Epoch 1712 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 3012.37 ms
[2022-02-07 01:49:02 main:574] : INFO : Epoch 1713 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 3050.44 ms
[2022-02-07 01:49:05 main:574] : INFO : Epoch 1714 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 3067.4 ms
[2022-02-07 01:49:18 main:574] : INFO : Epoch 1715 | loss: 0.0311797 | val_loss: 0.0311876 | Time: 12956.2 ms
[2022-02-07 01:49:21 main:574] : INFO : Epoch 1716 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 2791.52 ms
[2022-02-07 01:49:24 main:574] : INFO : Epoch 1717 | loss: 0.031183 | val_loss: 0.0311856 | Time: 3166.16 ms
[2022-02-07 01:49:27 main:574] : INFO : Epoch 1718 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 2906.24 ms
[2022-02-07 01:49:30 main:574] : INFO : Epoch 1719 | loss: 0.0311794 | val_loss: 0.031187 | Time: 2997.44 ms
[2022-02-07 01:49:33 main:574] : INFO : Epoch 1720 | loss: 0.0311799 | val_loss: 0.0311883 | Time: 2810.34 ms
[2022-02-07 01:49:36 main:574] : INFO : Epoch 1721 | loss: 0.0311798 | val_loss: 0.0311891 | Time: 2875.21 ms
[2022-02-07 01:49:39 main:574] : INFO : Epoch 1722 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 2830.77 ms
[2022-02-07 01:49:42 main:574] : INFO : Epoch 1723 | loss: 0.0311794 | val_loss: 0.031184 | Time: 2842.35 ms
[2022-02-07 01:49:45 main:574] : INFO : Epoch 1724 | loss: 0.0311808 | val_loss: 0.0311877 | Time: 3075.87 ms
[2022-02-07 01:49:48 main:574] : INFO : Epoch 1725 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 3044.92 ms
[2022-02-07 01:49:51 main:574] : INFO : Epoch 1726 | loss: 0.0311799 | val_loss: 0.0311885 | Time: 3053.32 ms
[2022-02-07 01:49:54 main:574] : INFO : Epoch 1727 | loss: 0.0311803 | val_loss: 0.0311857 | Time: 2841.39 ms
[2022-02-07 01:49:57 main:574] : INFO : Epoch 1728 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 2994.45 ms
[2022-02-07 01:50:00 main:574] : INFO : Epoch 1729 | loss: 0.0311784 | val_loss: 0.0311932 | Time: 2950.69 ms
[2022-02-07 01:50:02 main:574] : INFO : Epoch 1730 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 2874.38 ms
[2022-02-07 01:50:05 main:574] : INFO : Epoch 1731 | loss: 0.0311807 | val_loss: 0.0311891 | Time: 2997.87 ms
[2022-02-07 01:50:08 main:574] : INFO : Epoch 1732 | loss: 0.0311794 | val_loss: 0.031186 | Time: 2800.13 ms
[2022-02-07 01:50:11 main:574] : INFO : Epoch 1733 | loss: 0.031179 | val_loss: 0.0311838 | Time: 2951.93 ms
[2022-02-07 01:50:14 main:574] : INFO : Epoch 1734 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 2853.05 ms
[2022-02-07 01:50:17 main:574] : INFO : Epoch 1735 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 2953.99 ms
[2022-02-07 01:50:20 main:574] : INFO : Epoch 1736 | loss: 0.0311771 | val_loss: 0.031183 | Time: 3040.28 ms
[2022-02-07 01:50:23 main:574] : INFO : Epoch 1737 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 2756.12 ms
[2022-02-07 01:50:26 main:574] : INFO : Epoch 1738 | loss: 0.03118 | val_loss: 0.0311831 | Time: 2947.9 ms
[2022-02-07 01:50:28 main:574] : INFO : Epoch 1739 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 2746.5 ms
[2022-02-07 01:50:31 main:574] : INFO : Epoch 1740 | loss: 0.0311811 | val_loss: 0.0311844 | Time: 2961.29 ms
[2022-02-07 01:50:34 main:574] : INFO : Epoch 1741 | loss: 0.031181 | val_loss: 0.0311837 | Time: 2978.54 ms
[2022-02-07 01:50:38 main:574] : INFO : Epoch 1742 | loss: 0.0311794 | val_loss: 0.0311838 | Time: 3173.59 ms
[2022-02-07 01:50:40 main:574] : INFO : Epoch 1743 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 2820.06 ms
[2022-02-07 01:50:43 main:574] : INFO : Epoch 1744 | loss: 0.03118 | val_loss: 0.0311813 | Time: 2796.33 ms
[2022-02-07 01:50:46 main:574] : INFO : Epoch 1745 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 2889.77 ms
[2022-02-07 01:50:49 main:574] : INFO : Epoch 1746 | loss: 0.0311822 | val_loss: 0.031186 | Time: 2921.78 ms
[2022-02-07 01:50:52 main:574] : INFO : Epoch 1747 | loss: 0.031178 | val_loss: 0.0311806 | Time: 2766.66 ms
[2022-02-07 01:50:55 main:574] : INFO : Epoch 1748 | loss: 0.0311759 | val_loss: 0.0311814 | Time: 2817.19 ms
[2022-02-07 01:50:58 main:574] : INFO : Epoch 1749 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 2959.52 ms
[2022-02-07 01:51:01 main:574] : INFO : Epoch 1750 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 3173.01 ms
[2022-02-07 01:51:04 main:574] : INFO : Epoch 1751 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 3004.78 ms
[2022-02-07 01:51:07 main:574] : INFO : Epoch 1752 | loss: 0.031178 | val_loss: 0.0311805 | Time: 2873.36 ms
[2022-02-07 01:51:09 main:574] : INFO : Epoch 1753 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 2856.76 ms
[2022-02-07 01:51:12 main:574] : INFO : Epoch 1754 | loss: 0.0311768 | val_loss: 0.03118 | Time: 3016.23 ms
[2022-02-07 01:51:16 main:574] : INFO : Epoch 1755 | loss: 0.0311753 | val_loss: 0.03118 | Time: 3014.87 ms
[2022-02-07 01:51:18 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311843 | Time: 2830.58 ms
[2022-02-07 01:51:21 main:574] : INFO : Epoch 1757 | loss: 0.0311854 | val_loss: 0.0311817 | Time: 2971.24 ms
[2022-02-07 01:51:24 main:574] : INFO : Epoch 1758 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 2892.54 ms
[2022-02-07 01:51:27 main:574] : INFO : Epoch 1759 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 2909.27 ms
[2022-02-07 01:51:30 main:574] : INFO : Epoch 1760 | loss: 0.0311782 | val_loss: 0.0311881 | Time: 2806.89 ms
[2022-02-07 01:51:33 main:574] : INFO : Epoch 1761 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 2846.18 ms
[2022-02-07 01:51:36 main:574] : INFO : Epoch 1762 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2760.43 ms
[2022-02-07 01:51:38 main:574] : INFO : Epoch 1763 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 2912.96 ms
[2022-02-07 01:51:41 main:574] : INFO : Epoch 1764 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 2851.85 ms
[2022-02-07 01:51:44 main:574] : INFO : Epoch 1765 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 2962.68 ms
[2022-02-07 01:51:47 main:574] : INFO : Epoch 1766 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 2909.79 ms
[2022-02-07 01:51:50 main:574] : INFO : Epoch 1767 | loss: 0.031177 | val_loss: 0.0311812 | Time: 2935.47 ms
[2022-02-07 01:51:53 main:574] : INFO : Epoch 1768 | loss: 0.031177 | val_loss: 0.031182 | Time: 3251.39 ms
[2022-02-07 01:51:56 main:574] : INFO : Epoch 1769 | loss: 0.0311813 | val_loss: 0.0311791 | Time: 2846.87 ms
[2022-02-07 01:51:59 main:574] : INFO : Epoch 1770 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 2816.57 ms
[2022-02-07 01:52:02 main:574] : INFO : Epoch 1771 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 2992.17 ms
[2022-02-07 01:52:05 main:574] : INFO : Epoch 1772 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 2927.72 ms
[2022-02-07 01:52:08 main:574] : INFO : Epoch 1773 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2954.47 ms
[2022-02-07 01:52:11 main:574] : INFO : Epoch 1774 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 2942.71 ms
[2022-02-07 01:52:14 main:574] : INFO : Epoch 1775 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 2878.25 ms
[2022-02-07 01:52:17 main:574] : INFO : Epoch 1776 | loss: 0.0311778 | val_loss: 0.031183 | Time: 3048.2 ms
[2022-02-07 01:52:20 main:574] : INFO : Epoch 1777 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 2918.18 ms
[2022-02-07 01:52:23 main:574] : INFO : Epoch 1778 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 3044.97 ms
[2022-02-07 01:52:26 main:574] : INFO : Epoch 1779 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 3026.82 ms
[2022-02-07 01:52:29 main:574] : INFO : Epoch 1780 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2869.83 ms
[2022-02-07 01:52:32 main:574] : INFO : Epoch 1781 | loss: 0.0311749 | val_loss: 0.0311846 | Time: 3067.28 ms
[2022-02-07 01:52:35 main:574] : INFO : Epoch 1782 | loss: 0.0311739 | val_loss: 0.0311853 | Time: 2936.24 ms
[2022-02-07 01:52:37 main:574] : INFO : Epoch 1783 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 2798.22 ms
[2022-02-07 01:52:40 main:574] : INFO : Epoch 1784 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 2892.73 ms
[2022-02-07 01:52:43 main:574] : INFO : Epoch 1785 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 2976.79 ms
[2022-02-07 01:52:46 main:574] : INFO : Epoch 1786 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 2740.97 ms
[2022-02-07 01:52:49 main:574] : INFO : Epoch 1787 | loss: 0.0311723 | val_loss: 0.0311826 | Time: 2880.15 ms
[2022-02-07 01:52:52 main:574] : INFO : Epoch 1788 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 3031.03 ms
[2022-02-07 01:52:55 main:574] : INFO : Epoch 1789 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 2855.57 ms
[2022-02-07 01:53:08 main:574] : INFO : Epoch 1790 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 12747.1 ms
[2022-02-07 01:53:10 main:574] : INFO : Epoch 1791 | loss: 0.0311748 | val_loss: 0.0311851 | Time: 2779.4 ms
[2022-02-07 01:53:13 main:574] : INFO : Epoch 1792 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 2940.98 ms
[2022-02-07 01:53:16 main:574] : INFO : Epoch 1793 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 2965.21 ms
[2022-02-07 01:53:19 main:574] : INFO : Epoch 1794 | loss: 0.03117 | val_loss: 0.0311815 | Time: 3054 ms
[2022-02-07 01:53:22 main:574] : INFO : Epoch 1795 | loss: 0.0311704 | val_loss: 0.0311852 | Time: 2866.31 ms
[2022-02-07 01:53:25 main:574] : INFO : Epoch 1796 | loss: 0.0311707 | val_loss: 0.0311805 | Time: 3057.6 ms
[2022-02-07 01:53:28 main:574] : INFO : Epoch 1797 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 3058.43 ms
[2022-02-07 01:53:31 main:574] : INFO : Epoch 1798 | loss: 0.0311756 | val_loss: 0.0311948 | Time: 2987.7 ms
[2022-02-07 01:53:34 main:574] : INFO : Epoch 1799 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 2842.82 ms
[2022-02-07 01:53:37 main:574] : INFO : Epoch 1800 | loss: 0.0311729 | val_loss: 0.0311813 | Time: 2807.61 ms
[2022-02-07 01:53:40 main:574] : INFO : Epoch 1801 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 2928.35 ms
[2022-02-07 01:53:43 main:574] : INFO : Epoch 1802 | loss: 0.03117 | val_loss: 0.0311803 | Time: 2925.67 ms
[2022-02-07 01:53:46 main:574] : INFO : Epoch 1803 | loss: 0.03117 | val_loss: 0.0311805 | Time: 2704.01 ms
[2022-02-07 01:53:48 main:574] : INFO : Epoch 1804 | loss: 0.0311696 | val_loss: 0.0311881 | Time: 2794.13 ms
[2022-02-07 01:53:51 main:574] : INFO : Epoch 1805 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 2768.01 ms
[2022-02-07 01:53:54 main:574] : INFO : Epoch 1806 | loss: 0.0311702 | val_loss: 0.0311947 | Time: 3027.21 ms
[2022-02-07 01:53:57 main:574] : INFO : Epoch 1807 | loss: 0.031176 | val_loss: 0.031193 | Time: 3069.7 ms
[2022-02-07 01:54:00 main:574] : INFO : Epoch 1808 | loss: 0.031175 | val_loss: 0.031182 | Time: 2745.95 ms
[2022-02-07 01:54:03 main:574] : INFO : Epoch 1809 | loss: 0.0311717 | val_loss: 0.0311904 | Time: 2815.25 ms
[2022-02-07 01:54:06 main:574] : INFO : Epoch 1810 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 2970.4 ms
[2022-02-07 01:54:09 main:574] : INFO : Epoch 1811 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 2939.54 ms
[2022-02-07 01:54:12 main:574] : INFO : Epoch 1812 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 3037.9 ms
[2022-02-07 01:54:15 main:574] : INFO : Epoch 1813 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 3064.37 ms
[2022-02-07 01:54:18 main:574] : INFO : Epoch 1814 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 2882.67 ms
[2022-02-07 01:54:21 main:574] : INFO : Epoch 1815 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 2978.09 ms
[2022-02-07 01:54:24 main:574] : INFO : Epoch 1816 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 2933.65 ms
[2022-02-07 01:54:27 main:574] : INFO : Epoch 1817 | loss: 0.0311724 | val_loss: 0.031179 | Time: 2965.29 ms
[2022-02-07 01:54:30 main:574] : INFO : Epoch 1818 | loss: 0.0311703 | val_loss: 0.0311777 | Time: 3103.88 ms
[2022-02-07 01:54:33 main:574] : INFO : Epoch 1819 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 2992.2 ms
[2022-02-07 01:54:36 main:574] : INFO : Epoch 1820 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 2868.93 ms
[2022-02-07 01:54:38 main:574] : INFO : Epoch 1821 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 2961 ms
[2022-02-07 01:54:41 main:574] : INFO : Epoch 1822 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 2845.91 ms
[2022-02-07 01:54:44 main:574] : INFO : Epoch 1823 | loss: 0.0311735 | val_loss: 0.0311954 | Time: 2791.93 ms
[2022-02-07 01:54:47 main:574] : INFO : Epoch 1824 | loss: 0.031178 | val_loss: 0.0311792 | Time: 2860.78 ms
[2022-02-07 01:54:50 main:574] : INFO : Epoch 1825 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 2852.57 ms
[2022-02-07 01:54:53 main:574] : INFO : Epoch 1826 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 2903.82 ms
[2022-02-07 01:54:56 main:574] : INFO : Epoch 1827 | loss: 0.031172 | val_loss: 0.0311869 | Time: 2832.88 ms
[2022-02-07 01:54:59 main:574] : INFO : Epoch 1828 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 3141.1 ms
[2022-02-07 01:55:01 main:574] : INFO : Epoch 1829 | loss: 0.0311717 | val_loss: 0.0311886 | Time: 2772.55 ms
[2022-02-07 01:55:04 main:574] : INFO : Epoch 1830 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 2882.57 ms
[2022-02-07 01:55:07 main:574] : INFO : Epoch 1831 | loss: 0.0311713 | val_loss: 0.0311825 | Time: 3046.22 ms
[2022-02-07 01:55:10 main:574] : INFO : Epoch 1832 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 2831.86 ms
[2022-02-07 01:55:13 main:574] : INFO : Epoch 1833 | loss: 0.0311689 | val_loss: 0.0311788 | Time: 2782.57 ms
[2022-02-07 01:55:16 main:574] : INFO : Epoch 1834 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 2973.76 ms
[2022-02-07 01:55:19 main:574] : INFO : Epoch 1835 | loss: 0.031169 | val_loss: 0.0311897 | Time: 2912.55 ms
[2022-02-07 01:55:22 main:574] : INFO : Epoch 1836 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 3172.33 ms
[2022-02-07 01:55:25 main:574] : INFO : Epoch 1837 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 2922.41 ms
[2022-02-07 01:55:28 main:574] : INFO : Epoch 1838 | loss: 0.031173 | val_loss: 0.0311836 | Time: 2868.92 ms
[2022-02-07 01:55:31 main:574] : INFO : Epoch 1839 | loss: 0.0311697 | val_loss: 0.0311836 | Time: 2930.93 ms
[2022-02-07 01:55:34 main:574] : INFO : Epoch 1840 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 2858.71 ms
[2022-02-07 01:55:37 main:574] : INFO : Epoch 1841 | loss: 0.0311677 | val_loss: 0.0311804 | Time: 3014.11 ms
[2022-02-07 01:55:40 main:574] : INFO : Epoch 1842 | loss: 0.031169 | val_loss: 0.0311797 | Time: 2991.13 ms
[2022-02-07 01:55:43 main:574] : INFO : Epoch 1843 | loss: 0.0311697 | val_loss: 0.0311821 | Time: 2957.9 ms
[2022-02-07 01:55:46 main:574] : INFO : Epoch 1844 | loss: 0.0311703 | val_loss: 0.031182 | Time: 2905.61 ms
[2022-02-07 01:55:49 main:574] : INFO : Epoch 1845 | loss: 0.0311691 | val_loss: 0.0311803 | Time: 3444.11 ms
[2022-02-07 01:55:52 main:574] : INFO : Epoch 1846 | loss: 0.0311698 | val_loss: 0.031182 | Time: 2783.55 ms
[2022-02-07 01:55:55 main:574] : INFO : Epoch 1847 | loss: 0.0311694 | val_loss: 0.0311864 | Time: 3068.58 ms
[2022-02-07 01:55:58 main:574] : INFO : Epoch 1848 | loss: 0.031171 | val_loss: 0.0311802 | Time: 2948.67 ms
[2022-02-07 01:56:01 main:574] : INFO : Epoch 1849 | loss: 0.0311704 | val_loss: 0.0311805 | Time: 2805.14 ms
[2022-02-07 01:56:03 main:574] : INFO : Epoch 1850 | loss: 0.0311675 | val_loss: 0.031183 | Time: 2761.01 ms
[2022-02-07 01:56:06 main:574] : INFO : Epoch 1851 | loss: 0.0311682 | val_loss: 0.031181 | Time: 2993.84 ms
[2022-02-07 01:56:09 main:574] : INFO : Epoch 1852 | loss: 0.0311699 | val_loss: 0.0311821 | Time: 2833.62 ms
[2022-02-07 01:56:12 main:574] : INFO : Epoch 1853 | loss: 0.0311698 | val_loss: 0.0311828 | Time: 2828.65 ms
[2022-02-07 01:56:15 main:574] : INFO : Epoch 1854 | loss: 0.0311701 | val_loss: 0.0311856 | Time: 2842.29 ms
[2022-02-07 01:56:18 main:574] : INFO : Epoch 1855 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 3033.94 ms
[2022-02-07 01:56:21 main:574] : INFO : Epoch 1856 | loss: 0.0311682 | val_loss: 0.0311826 | Time: 2935.54 ms
[2022-02-07 01:56:24 main:574] : INFO : Epoch 1857 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 2901.78 ms
[2022-02-07 01:56:27 main:574] : INFO : Epoch 1858 | loss: 0.0311688 | val_loss: 0.0311875 | Time: 2781.41 ms
[2022-02-07 01:56:29 main:574] : INFO : Epoch 1859 | loss: 0.0311729 | val_loss: 0.0311894 | Time: 2793.93 ms
[2022-02-07 01:56:32 main:574] : INFO : Epoch 1860 | loss: 0.0311764 | val_loss: 0.0311866 | Time: 2760.29 ms
[2022-02-07 01:56:35 main:574] : INFO : Epoch 1861 | loss: 0.0311693 | val_loss: 0.0311827 | Time: 2841.76 ms
[2022-02-07 01:56:38 main:574] : INFO : Epoch 1862 | loss: 0.0311673 | val_loss: 0.0311866 | Time: 2831.21 ms
[2022-02-07 01:56:41 main:574] : INFO : Epoch 1863 | loss: 0.0311725 | val_loss: 0.0311843 | Time: 2780.71 ms
[2022-02-07 01:56:44 main:574] : INFO : Epoch 1864 | loss: 0.0311703 | val_loss: 0.0311949 | Time: 3222.07 ms
[2022-02-07 01:56:47 main:574] : INFO : Epoch 1865 | loss: 0.0311717 | val_loss: 0.0311882 | Time: 2966.45 ms
[2022-02-07 01:56:49 main:574] : INFO : Epoch 1866 | loss: 0.0311715 | val_loss: 0.0311836 | Time: 2734.63 ms
[2022-02-07 01:56:52 main:574] : INFO : Epoch 1867 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2984.94 ms
[2022-02-07 01:56:55 main:574] : INFO : Epoch 1868 | loss: 0.031174 | val_loss: 0.0311821 | Time: 2961.37 ms
[2022-02-07 01:56:59 main:574] : INFO : Epoch 1869 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 3181.31 ms
[2022-02-07 01:57:01 main:574] : INFO : Epoch 1870 | loss: 0.0311697 | val_loss: 0.0311821 | Time: 2837.24 ms
[2022-02-07 01:57:04 main:574] : INFO : Epoch 1871 | loss: 0.031172 | val_loss: 0.0311877 | Time: 2919.07 ms
[2022-02-07 01:57:07 main:574] : INFO : Epoch 1872 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 2930.05 ms
[2022-02-07 01:57:10 main:574] : INFO : Epoch 1873 | loss: 0.0311712 | val_loss: 0.0311848 | Time: 3048.88 ms
[2022-02-07 01:57:13 main:574] : INFO : Epoch 1874 | loss: 0.0311761 | val_loss: 0.0311862 | Time: 2921.45 ms
[2022-02-07 01:57:16 main:574] : INFO : Epoch 1875 | loss: 0.031175 | val_loss: 0.0311854 | Time: 2868.71 ms
[2022-02-07 01:57:19 main:574] : INFO : Epoch 1876 | loss: 0.0311739 | val_loss: 0.0311842 | Time: 2829.76 ms
[2022-02-07 01:57:22 main:574] : INFO : Epoch 1877 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 2839.79 ms
[2022-02-07 01:57:25 main:574] : INFO : Epoch 1878 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2857.34 ms
[2022-02-07 01:57:28 main:574] : INFO : Epoch 1879 | loss: 0.0311725 | val_loss: 0.0311854 | Time: 3104.11 ms
[2022-02-07 01:57:31 main:574] : INFO : Epoch 1880 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 3074.78 ms
[2022-02-07 01:57:34 main:574] : INFO : Epoch 1881 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 2859.02 ms
[2022-02-07 01:57:37 main:574] : INFO : Epoch 1882 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 2767.45 ms
[2022-02-07 01:57:39 main:574] : INFO : Epoch 1883 | loss: 0.0311737 | val_loss: 0.0311837 | Time: 2810.88 ms
[2022-02-07 01:57:42 main:574] : INFO : Epoch 1884 | loss: 0.0311724 | val_loss: 0.031182 | Time: 2946.12 ms
[2022-02-07 01:57:45 main:574] : INFO : Epoch 1885 | loss: 0.031174 | val_loss: 0.0311825 | Time: 2726.05 ms
[2022-02-07 01:57:48 main:574] : INFO : Epoch 1886 | loss: 0.0311723 | val_loss: 0.0311849 | Time: 3036.44 ms
[2022-02-07 01:57:51 main:574] : INFO : Epoch 1887 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 2990.77 ms
[2022-02-07 01:57:54 main:574] : INFO : Epoch 1888 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 2850.91 ms
[2022-02-07 01:57:57 main:574] : INFO : Epoch 1889 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 2919.91 ms
[2022-02-07 01:58:00 main:574] : INFO : Epoch 1890 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 2795.52 ms
[2022-02-07 01:58:02 main:574] : INFO : Epoch 1891 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 2871.14 ms
[2022-02-07 01:58:05 main:574] : INFO : Epoch 1892 | loss: 0.031174 | val_loss: 0.031184 | Time: 2854.83 ms
[2022-02-07 01:58:08 main:574] : INFO : Epoch 1893 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2855.43 ms
[2022-02-07 01:58:11 main:574] : INFO : Epoch 1894 | loss: 0.0311713 | val_loss: 0.0311853 | Time: 3125.63 ms
[2022-02-07 01:58:14 main:574] : INFO : Epoch 1895 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 2806.65 ms
[2022-02-07 01:58:17 main:574] : INFO : Epoch 1896 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 3016.01 ms
[2022-02-07 01:58:20 main:574] : INFO : Epoch 1897 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 2909.9 ms
[2022-02-07 01:58:23 main:574] : INFO : Epoch 1898 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 3029.4 ms
[2022-02-07 01:58:26 main:574] : INFO : Epoch 1899 | loss: 0.0311734 | val_loss: 0.0311853 | Time: 2879.55 ms
[2022-02-07 01:58:29 main:574] : INFO : Epoch 1900 | loss: 0.0311752 | val_loss: 0.0311819 | Time: 2955.92 ms
[2022-02-07 01:58:32 main:574] : INFO : Epoch 1901 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 3066.09 ms
[2022-02-07 01:58:35 main:574] : INFO : Epoch 1902 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 2823.2 ms
[2022-02-07 01:58:38 main:574] : INFO : Epoch 1903 | loss: 0.0311743 | val_loss: 0.0311837 | Time: 2938.15 ms
[2022-02-07 01:58:41 main:574] : INFO : Epoch 1904 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 2923.91 ms
[2022-02-07 01:58:44 main:574] : INFO : Epoch 1905 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 3040.45 ms
[2022-02-07 01:58:46 main:574] : INFO : Epoch 1906 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 2753.21 ms
[2022-02-07 01:58:49 main:574] : INFO : Epoch 1907 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 2776.67 ms
[2022-02-07 01:58:52 main:574] : INFO : Epoch 1908 | loss: 0.0311694 | val_loss: 0.0311819 | Time: 2957.74 ms
[2022-02-07 01:58:55 main:574] : INFO : Epoch 1909 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 2823.05 ms
[2022-02-07 01:58:58 main:574] : INFO : Epoch 1910 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 2901.05 ms
[2022-02-07 01:59:01 main:574] : INFO : Epoch 1911 | loss: 0.0311701 | val_loss: 0.0311804 | Time: 3195.26 ms
[2022-02-07 01:59:04 main:574] : INFO : Epoch 1912 | loss: 0.031171 | val_loss: 0.0311839 | Time: 2919.55 ms
[2022-02-07 01:59:07 main:574] : INFO : Epoch 1913 | loss: 0.0311707 | val_loss: 0.0311811 | Time: 2901.47 ms
[2022-02-07 01:59:10 main:574] : INFO : Epoch 1914 | loss: 0.03117 | val_loss: 0.0311793 | Time: 2935.63 ms
[2022-02-07 01:59:13 main:574] : INFO : Epoch 1915 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 2856.42 ms
[2022-02-07 01:59:16 main:574] : INFO : Epoch 1916 | loss: 0.031169 | val_loss: 0.0311839 | Time: 2842.75 ms
[2022-02-07 01:59:18 main:574] : INFO : Epoch 1917 | loss: 0.0311708 | val_loss: 0.0311838 | Time: 2754.45 ms
[2022-02-07 01:59:21 main:574] : INFO : Epoch 1918 | loss: 0.0311699 | val_loss: 0.0311877 | Time: 2948.79 ms
[2022-02-07 01:59:24 main:574] : INFO : Epoch 1919 | loss: 0.0311699 | val_loss: 0.0311833 | Time: 2881.9 ms
[2022-02-07 01:59:27 main:574] : INFO : Epoch 1920 | loss: 0.0311703 | val_loss: 0.0311836 | Time: 2992.96 ms
[2022-02-07 01:59:30 main:574] : INFO : Epoch 1921 | loss: 0.0311689 | val_loss: 0.0311809 | Time: 3079.2 ms
[2022-02-07 01:59:33 main:574] : INFO : Epoch 1922 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 2958.7 ms
[2022-02-07 01:59:36 main:574] : INFO : Epoch 1923 | loss: 0.0311696 | val_loss: 0.0311933 | Time: 2895.29 ms
[2022-02-07 01:59:39 main:574] : INFO : Epoch 1924 | loss: 0.0311719 | val_loss: 0.0311845 | Time: 2911.53 ms
[2022-02-07 01:59:42 main:574] : INFO : Epoch 1925 | loss: 0.0311688 | val_loss: 0.0311871 | Time: 2873.8 ms
[2022-02-07 01:59:45 main:574] : INFO : Epoch 1926 | loss: 0.0311679 | val_loss: 0.0311825 | Time: 2940.7 ms
[2022-02-07 01:59:48 main:574] : INFO : Epoch 1927 | loss: 0.0311673 | val_loss: 0.0311816 | Time: 3000.19 ms
[2022-02-07 01:59:51 main:574] : INFO : Epoch 1928 | loss: 0.031167 | val_loss: 0.0311831 | Time: 3053.71 ms
[2022-02-07 01:59:54 main:574] : INFO : Epoch 1929 | loss: 0.0311674 | val_loss: 0.0311838 | Time: 3069.28 ms
[2022-02-07 01:59:57 main:574] : INFO : Epoch 1930 | loss: 0.0311663 | val_loss: 0.031184 | Time: 2863.42 ms
[2022-02-07 02:00:00 main:574] : INFO : Epoch 1931 | loss: 0.0311657 | val_loss: 0.031181 | Time: 2858.05 ms
[2022-02-07 02:00:03 main:574] : INFO : Epoch 1932 | loss: 0.0311673 | val_loss: 0.0311868 | Time: 2857.17 ms
[2022-02-07 02:00:06 main:574] : INFO : Epoch 1933 | loss: 0.0311684 | val_loss: 0.0311839 | Time: 3020.38 ms
[2022-02-07 02:00:09 main:574] : INFO : Epoch 1934 | loss: 0.0311714 | val_loss: 0.0311855 | Time: 3078.58 ms
[2022-02-07 02:00:12 main:574] : INFO : Epoch 1935 | loss: 0.0311712 | val_loss: 0.031183 | Time: 3080.26 ms
[2022-02-07 02:00:15 main:574] : INFO : Epoch 1936 | loss: 0.0311711 | val_loss: 0.0311804 | Time: 2918.64 ms
[2022-02-07 02:00:18 main:574] : INFO : Epoch 1937 | loss: 0.0311694 | val_loss: 0.0311798 | Time: 2916.95 ms
[2022-02-07 02:00:20 main:574] : INFO : Epoch 1938 | loss: 0.0311679 | val_loss: 0.0311811 | Time: 2788.16 ms
[2022-02-07 02:00:23 main:574] : INFO : Epoch 1939 | loss: 0.0311731 | val_loss: 0.0311852 | Time: 2807.31 ms
[2022-02-07 02:00:26 main:574] : INFO : Epoch 1940 | loss: 0.031169 | val_loss: 0.0311823 | Time: 2819.35 ms
[2022-02-07 02:00:29 main:574] : INFO : Epoch 1941 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 3273.53 ms
[2022-02-07 02:00:32 main:574] : INFO : Epoch 1942 | loss: 0.0311682 | val_loss: 0.0311823 | Time: 2900.29 ms
[2022-02-07 02:00:35 main:574] : INFO : Epoch 1943 | loss: 0.0311713 | val_loss: 0.0311818 | Time: 2948.25 ms
[2022-02-07 02:00:38 main:574] : INFO : Epoch 1944 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2993.46 ms
[2022-02-07 02:00:41 main:574] : INFO : Epoch 1945 | loss: 0.0311689 | val_loss: 0.0311816 | Time: 2943.81 ms
[2022-02-07 02:00:44 main:574] : INFO : Epoch 1946 | loss: 0.0311662 | val_loss: 0.0311823 | Time: 2962.67 ms
[2022-02-07 02:00:47 main:574] : INFO : Epoch 1947 | loss: 0.031165 | val_loss: 0.0311847 | Time: 2851.44 ms
[2022-02-07 02:00:50 main:574] : INFO : Epoch 1948 | loss: 0.031165 | val_loss: 0.0311814 | Time: 2868.51 ms
[2022-02-07 02:00:53 main:574] : INFO : Epoch 1949 | loss: 0.0311662 | val_loss: 0.0311831 | Time: 3286.33 ms
[2022-02-07 02:00:56 main:574] : INFO : Epoch 1950 | loss: 0.0311634 | val_loss: 0.0311831 | Time: 2902.5 ms
[2022-02-07 02:00:59 main:574] : INFO : Epoch 1951 | loss: 0.0311638 | val_loss: 0.0311828 | Time: 3094.68 ms
[2022-02-07 02:01:02 main:574] : INFO : Epoch 1952 | loss: 0.031165 | val_loss: 0.0311798 | Time: 2964.36 ms
[2022-02-07 02:01:05 main:574] : INFO : Epoch 1953 | loss: 0.0311691 | val_loss: 0.031185 | Time: 2875.01 ms
[2022-02-07 02:01:08 main:574] : INFO : Epoch 1954 | loss: 0.0311708 | val_loss: 0.0311965 | Time: 3162.17 ms
[2022-02-07 02:01:11 main:574] : INFO : Epoch 1955 | loss: 0.0311752 | val_loss: 0.0311889 | Time: 3023.36 ms
[2022-02-07 02:01:14 main:574] : INFO : Epoch 1956 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 2906.3 ms
[2022-02-07 02:01:17 main:574] : INFO : Epoch 1957 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 2977.75 ms
[2022-02-07 02:01:20 main:574] : INFO : Epoch 1958 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 2840.3 ms
[2022-02-07 02:01:23 main:574] : INFO : Epoch 1959 | loss: 0.031165 | val_loss: 0.0311829 | Time: 2974.57 ms
[2022-02-07 02:01:26 main:574] : INFO : Epoch 1960 | loss: 0.0311675 | val_loss: 0.0311794 | Time: 2908.41 ms
[2022-02-07 02:01:29 main:574] : INFO : Epoch 1961 | loss: 0.0311672 | val_loss: 0.0311815 | Time: 3005.72 ms
[2022-02-07 02:01:32 main:574] : INFO : Epoch 1962 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 2983.14 ms
[2022-02-07 02:01:35 main:574] : INFO : Epoch 1963 | loss: 0.0311659 | val_loss: 0.0311816 | Time: 2841.47 ms
[2022-02-07 02:01:37 main:574] : INFO : Epoch 1964 | loss: 0.0311674 | val_loss: 0.0311789 | Time: 2718.75 ms
[2022-02-07 02:01:40 main:574] : INFO : Epoch 1965 | loss: 0.0311649 | val_loss: 0.0311845 | Time: 2734.58 ms
[2022-02-07 02:01:43 main:574] : INFO : Epoch 1966 | loss: 0.0311682 | val_loss: 0.0311804 | Time: 2862.85 ms
[2022-02-07 02:01:46 main:574] : INFO : Epoch 1967 | loss: 0.0311647 | val_loss: 0.031178 | Time: 2828.97 ms
[2022-02-07 02:01:49 main:574] : INFO : Epoch 1968 | loss: 0.0311653 | val_loss: 0.0311799 | Time: 3110.09 ms
[2022-02-07 02:01:52 main:574] : INFO : Epoch 1969 | loss: 0.0311669 | val_loss: 0.0311889 | Time: 3204.83 ms
[2022-02-07 02:01:55 main:574] : INFO : Epoch 1970 | loss: 0.031172 | val_loss: 0.0311825 | Time: 2999.81 ms
[2022-02-07 02:01:58 main:574] : INFO : Epoch 1971 | loss: 0.0311703 | val_loss: 0.0311908 | Time: 2718.48 ms
[2022-02-07 02:02:01 main:574] : INFO : Epoch 1972 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 3231.87 ms
[2022-02-07 02:02:04 main:574] : INFO : Epoch 1973 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 3038.73 ms
[2022-02-07 02:02:07 main:574] : INFO : Epoch 1974 | loss: 0.0311656 | val_loss: 0.0311855 | Time: 2777.86 ms
[2022-02-07 02:02:10 main:574] : INFO : Epoch 1975 | loss: 0.0311708 | val_loss: 0.0311894 | Time: 2849.92 ms
[2022-02-07 02:02:13 main:574] : INFO : Epoch 1976 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 3118.14 ms
[2022-02-07 02:02:16 main:574] : INFO : Epoch 1977 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 2941.2 ms
[2022-02-07 02:02:18 main:574] : INFO : Epoch 1978 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 2817.99 ms
[2022-02-07 02:02:22 main:574] : INFO : Epoch 1979 | loss: 0.0311691 | val_loss: 0.0311825 | Time: 3050.8 ms
[2022-02-07 02:02:24 main:574] : INFO : Epoch 1980 | loss: 0.0311711 | val_loss: 0.0311829 | Time: 2798.91 ms
[2022-02-07 02:02:27 main:574] : INFO : Epoch 1981 | loss: 0.0311701 | val_loss: 0.0311794 | Time: 3065.61 ms
[2022-02-07 02:02:30 main:574] : INFO : Epoch 1982 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 2734.33 ms
[2022-02-07 02:02:33 main:574] : INFO : Epoch 1983 | loss: 0.0311692 | val_loss: 0.0311815 | Time: 2825.34 ms
[2022-02-07 02:02:36 main:574] : INFO : Epoch 1984 | loss: 0.0311694 | val_loss: 0.0311795 | Time: 2959.74 ms
[2022-02-07 02:02:39 main:574] : INFO : Epoch 1985 | loss: 0.0311689 | val_loss: 0.0311817 | Time: 2988.15 ms
[2022-02-07 02:02:42 main:574] : INFO : Epoch 1986 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 3104.3 ms
[2022-02-07 02:02:45 main:574] : INFO : Epoch 1987 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 3088.72 ms
[2022-02-07 02:02:48 main:574] : INFO : Epoch 1988 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 2850.19 ms
[2022-02-07 02:02:51 main:574] : INFO : Epoch 1989 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 2928.91 ms
[2022-02-07 02:02:54 main:574] : INFO : Epoch 1990 | loss: 0.0311689 | val_loss: 0.0311813 | Time: 3079.84 ms
[2022-02-07 02:02:57 main:574] : INFO : Epoch 1991 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 2753.41 ms
[2022-02-07 02:03:00 main:574] : INFO : Epoch 1992 | loss: 0.0311697 | val_loss: 0.0311787 | Time: 2912.91 ms
[2022-02-07 02:03:03 main:574] : INFO : Epoch 1993 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 2872.72 ms
[2022-02-07 02:03:06 main:574] : INFO : Epoch 1994 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 2970.01 ms
[2022-02-07 02:03:08 main:574] : INFO : Epoch 1995 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 2764.78 ms
[2022-02-07 02:03:11 main:574] : INFO : Epoch 1996 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 2941.16 ms
[2022-02-07 02:03:14 main:574] : INFO : Epoch 1997 | loss: 0.031168 | val_loss: 0.0311772 | Time: 2799.31 ms
[2022-02-07 02:03:17 main:574] : INFO : Epoch 1998 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 2809.78 ms
[2022-02-07 02:03:20 main:574] : INFO : Epoch 1999 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 2924.1 ms
[2022-02-07 02:03:23 main:574] : INFO : Epoch 2000 | loss: 0.0311656 | val_loss: 0.0311807 | Time: 2834.18 ms
[2022-02-07 02:03:25 main:574] : INFO : Epoch 2001 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 2794.71 ms
[2022-02-07 02:03:28 main:574] : INFO : Epoch 2002 | loss: 0.0311649 | val_loss: 0.0311833 | Time: 3045.72 ms
[2022-02-07 02:03:31 main:574] : INFO : Epoch 2003 | loss: 0.0311657 | val_loss: 0.0311788 | Time: 3026.34 ms
[2022-02-07 02:03:34 main:574] : INFO : Epoch 2004 | loss: 0.0311704 | val_loss: 0.0311892 | Time: 2839.98 ms
[2022-02-07 02:03:37 main:574] : INFO : Epoch 2005 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 2931.54 ms
[2022-02-07 02:03:40 main:574] : INFO : Epoch 2006 | loss: 0.0311665 | val_loss: 0.0311778 | Time: 2866.89 ms
[2022-02-07 02:03:43 main:574] : INFO : Epoch 2007 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 3039.2 ms
[2022-02-07 02:03:46 main:574] : INFO : Epoch 2008 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 2962.39 ms
[2022-02-07 02:03:49 main:574] : INFO : Epoch 2009 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 2871.28 ms
[2022-02-07 02:03:52 main:574] : INFO : Epoch 2010 | loss: 0.0311678 | val_loss: 0.0311803 | Time: 3042.93 ms
[2022-02-07 02:03:55 main:574] : INFO : Epoch 2011 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 2898.79 ms
[2022-02-07 02:03:58 main:574] : INFO : Epoch 2012 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 2904.81 ms
[2022-02-07 02:04:01 main:574] : INFO : Epoch 2013 | loss: 0.0311699 | val_loss: 0.0311839 | Time: 2780.47 ms
[2022-02-07 02:04:04 main:574] : INFO : Epoch 2014 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 2898.63 ms
[2022-02-07 02:04:06 main:574] : INFO : Epoch 2015 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 2792.25 ms
[2022-02-07 02:04:09 main:574] : INFO : Epoch 2016 | loss: 0.0311677 | val_loss: 0.0311782 | Time: 2986.01 ms
[2022-02-07 02:04:12 main:574] : INFO : Epoch 2017 | loss: 0.0311662 | val_loss: 0.031177 | Time: 2958.17 ms
[2022-02-07 02:04:15 main:574] : INFO : Epoch 2018 | loss: 0.0311671 | val_loss: 0.0311805 | Time: 2795.25 ms
[2022-02-07 02:04:18 main:574] : INFO : Epoch 2019 | loss: 0.031168 | val_loss: 0.0311775 | Time: 3122.49 ms
[2022-02-07 02:04:21 main:574] : INFO : Epoch 2020 | loss: 0.0311674 | val_loss: 0.0311802 | Time: 2862.86 ms
[2022-02-07 02:04:24 main:574] : INFO : Epoch 2021 | loss: 0.031168 | val_loss: 0.0311769 | Time: 2844.73 ms
[2022-02-07 02:04:27 main:574] : INFO : Epoch 2022 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 2901.84 ms
[2022-02-07 02:04:30 main:574] : INFO : Epoch 2023 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2969.94 ms
[2022-02-07 02:04:33 main:574] : INFO : Epoch 2024 | loss: 0.0311692 | val_loss: 0.0311815 | Time: 2944.64 ms
[2022-02-07 02:04:36 main:574] : INFO : Epoch 2025 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 2906.6 ms
[2022-02-07 02:04:39 main:574] : INFO : Epoch 2026 | loss: 0.031173 | val_loss: 0.0311785 | Time: 2966.6 ms
[2022-02-07 02:04:42 main:574] : INFO : Epoch 2027 | loss: 0.0311709 | val_loss: 0.0311822 | Time: 2938.45 ms
[2022-02-07 02:04:44 main:574] : INFO : Epoch 2028 | loss: 0.0311709 | val_loss: 0.0311798 | Time: 2873.48 ms
[2022-02-07 02:04:47 main:574] : INFO : Epoch 2029 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 2734.82 ms
[2022-02-07 02:04:50 main:574] : INFO : Epoch 2030 | loss: 0.0311701 | val_loss: 0.0311781 | Time: 2758.54 ms
[2022-02-07 02:04:53 main:574] : INFO : Epoch 2031 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 2935.81 ms
[2022-02-07 02:04:56 main:574] : INFO : Epoch 2032 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 2800.9 ms
[2022-02-07 02:04:59 main:574] : INFO : Epoch 2033 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 3020.11 ms
[2022-02-07 02:05:02 main:574] : INFO : Epoch 2034 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 3042.14 ms
[2022-02-07 02:05:05 main:574] : INFO : Epoch 2035 | loss: 0.0311653 | val_loss: 0.0311919 | Time: 2969.5 ms
[2022-02-07 02:05:08 main:574] : INFO : Epoch 2036 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 3185.53 ms
[2022-02-07 02:05:11 main:574] : INFO : Epoch 2037 | loss: 0.031169 | val_loss: 0.0311912 | Time: 2760.23 ms
[2022-02-07 02:05:13 main:574] : INFO : Epoch 2038 | loss: 0.0311698 | val_loss: 0.0311864 | Time: 2845.83 ms
[2022-02-07 02:05:16 main:574] : INFO : Epoch 2039 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 2793.45 ms
[2022-02-07 02:05:19 main:574] : INFO : Epoch 2040 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 2843.35 ms
[2022-02-07 02:05:22 main:574] : INFO : Epoch 2041 | loss: 0.031166 | val_loss: 0.0311812 | Time: 2870 ms
[2022-02-07 02:05:25 main:574] : INFO : Epoch 2042 | loss: 0.0311678 | val_loss: 0.0311845 | Time: 2983.34 ms
[2022-02-07 02:05:28 main:574] : INFO : Epoch 2043 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 3119.34 ms
[2022-02-07 02:05:31 main:574] : INFO : Epoch 2044 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 2992.57 ms
[2022-02-07 02:05:34 main:574] : INFO : Epoch 2045 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 3132.4 ms
[2022-02-07 02:05:37 main:574] : INFO : Epoch 2046 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 3015.51 ms
[2022-02-07 02:05:40 main:574] : INFO : Epoch 2047 | loss: 0.0311685 | val_loss: 0.0311786 | Time: 3028.41 ms
[2022-02-07 02:05:43 main:574] : INFO : Epoch 2048 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 2846.77 ms
[2022-02-07 02:05:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311782
[2022-02-07 02:05:43 main:603] : INFO : Saving end state to config to file
[2022-02-07 02:05:43 main:608] : INFO : Success, exiting..
02:05:43 (7460): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)