Task 14007148
| Name | ParityModified-1647043720-6900-2-0_0 |
| Workunit | 11077977 |
| Created | 29 Mar 2022, 19:11:11 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 4 Apr 2022, 16:49:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 7 min 49 sec |
| CPU time | 1 hours 7 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1537 | loss: 0.0311975 | val_loss: 0.0312017 | Time: 2998.04 ms [2022-04-04 18:24:30 main:581] : INFO : Epoch 1538 | loss: 0.0311957 | val_loss: 0.0311996 | Time: 3058.44 ms [2022-04-04 18:24:33 main:581] : INFO : Epoch 1539 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 3055.11 ms [2022-04-04 18:24:36 main:581] : INFO : Epoch 1540 | loss: 0.031193 | val_loss: 0.0311979 | Time: 2729.69 ms [2022-04-04 18:24:38 main:581] : INFO : Epoch 1541 | loss: 0.0311936 | val_loss: 0.0311994 | Time: 2384.67 ms [2022-04-04 18:24:41 main:581] : INFO : Epoch 1542 | loss: 0.0311937 | val_loss: 0.0312023 | Time: 2988.39 ms [2022-04-04 18:24:44 main:581] : INFO : Epoch 1543 | loss: 0.0311932 | val_loss: 0.031198 | Time: 3007.95 ms [2022-04-04 18:24:47 main:581] : INFO : Epoch 1544 | loss: 0.0311931 | val_loss: 0.0311984 | Time: 3085.44 ms [2022-04-04 18:24:50 main:581] : INFO : Epoch 1545 | loss: 0.0311937 | val_loss: 0.031201 | Time: 3097.74 ms [2022-04-04 18:24:52 main:581] : INFO : Epoch 1546 | loss: 0.0311949 | val_loss: 0.0312007 | Time: 2338.45 ms [2022-04-04 18:24:55 main:581] : INFO : Epoch 1547 | loss: 0.0311941 | val_loss: 0.0311997 | Time: 2975.84 ms [2022-04-04 18:24:58 main:581] : INFO : Epoch 1548 | loss: 0.0311933 | val_loss: 0.0311996 | Time: 3001.73 ms [2022-04-04 18:25:02 main:581] : INFO : Epoch 1549 | loss: 0.0311965 | val_loss: 0.0312047 | Time: 3060.94 ms [2022-04-04 18:25:05 main:581] : INFO : Epoch 1550 | loss: 0.0311942 | val_loss: 0.0312008 | Time: 3101.85 ms [2022-04-04 18:25:07 main:581] : INFO : Epoch 1551 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 2721.05 ms [2022-04-04 18:25:10 main:581] : INFO : Epoch 1552 | loss: 0.0311931 | val_loss: 0.0311998 | Time: 2729.55 ms [2022-04-04 18:25:13 main:581] : INFO : Epoch 1553 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 3005.35 ms [2022-04-04 18:25:16 main:581] : INFO : Epoch 1554 | loss: 0.0311918 | val_loss: 0.0312002 | Time: 3029.01 ms [2022-04-04 18:25:19 main:581] : INFO : Epoch 1555 | loss: 0.0311938 | val_loss: 0.0312014 | Time: 3079.26 ms [2022-04-04 18:25:22 main:581] : INFO : Epoch 1556 | loss: 0.0311912 | val_loss: 0.0312041 | Time: 3092.82 ms [2022-04-04 18:25:25 main:581] : INFO : Epoch 1557 | loss: 0.0311914 | val_loss: 0.0311992 | Time: 2289.82 ms [2022-04-04 18:25:28 main:581] : INFO : Epoch 1558 | loss: 0.0311917 | val_loss: 0.031201 | Time: 2982.74 ms [2022-04-04 18:25:31 main:581] : INFO : Epoch 1559 | loss: 0.0311945 | val_loss: 0.0311985 | Time: 3013.54 ms [2022-04-04 18:25:34 main:581] : INFO : Epoch 1560 | loss: 0.0311918 | val_loss: 0.0311995 | Time: 3066.98 ms [2022-04-04 18:25:37 main:581] : INFO : Epoch 1561 | loss: 0.0311919 | val_loss: 0.0312003 | Time: 3089.14 ms [2022-04-04 18:25:39 main:581] : INFO : Epoch 1562 | loss: 0.0311921 | val_loss: 0.0311982 | Time: 2321.84 ms [2022-04-04 18:25:42 main:581] : INFO : Epoch 1563 | loss: 0.0311919 | val_loss: 0.0312003 | Time: 2606.33 ms [2022-04-04 18:25:45 main:581] : INFO : Epoch 1564 | loss: 0.0311908 | val_loss: 0.0312046 | Time: 3011.39 ms [2022-04-04 18:25:48 main:581] : INFO : Epoch 1565 | loss: 0.0311913 | val_loss: 0.0311988 | Time: 3033.75 ms [2022-04-04 18:25:51 main:581] : INFO : Epoch 1566 | loss: 0.0311896 | val_loss: 0.031199 | Time: 3085.92 ms [2022-04-04 18:25:54 main:581] : INFO : Epoch 1567 | loss: 0.0311921 | val_loss: 0.0311985 | Time: 3083.45 ms [2022-04-04 18:25:56 main:581] : INFO : Epoch 1568 | loss: 0.0311917 | val_loss: 0.0311989 | Time: 2400.25 ms [2022-04-04 18:25:59 main:581] : INFO : Epoch 1569 | loss: 0.0311902 | val_loss: 0.0311995 | Time: 3005.05 ms [2022-04-04 18:26:02 main:581] : INFO : Epoch 1570 | loss: 0.0311881 | val_loss: 0.0311977 | Time: 3007.39 ms [2022-04-04 18:26:05 main:581] : INFO : Epoch 1571 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 3092.84 ms [2022-04-04 18:26:08 main:581] : INFO : Epoch 1572 | loss: 0.0311899 | val_loss: 0.0311971 | Time: 3078.49 ms [2022-04-04 18:26:11 main:581] : INFO : Epoch 1573 | loss: 0.0311891 | val_loss: 0.0312025 | Time: 2283.17 ms [2022-04-04 18:26:14 main:581] : INFO : Epoch 1574 | loss: 0.031194 | val_loss: 0.0312031 | Time: 2847.21 ms [2022-04-04 18:26:17 main:581] : INFO : Epoch 1575 | loss: 0.0311912 | val_loss: 0.031202 | Time: 3012.49 ms [2022-04-04 18:26:20 main:581] : INFO : Epoch 1576 | loss: 0.0311888 | val_loss: 0.0311972 | Time: 3040.76 ms [2022-04-04 18:26:23 main:581] : INFO : Epoch 1577 | loss: 0.031187 | val_loss: 0.0311995 | Time: 3076.33 ms [2022-04-04 18:26:26 main:581] : INFO : Epoch 1578 | loss: 0.0311882 | val_loss: 0.0311983 | Time: 2949.15 ms [2022-04-04 18:26:28 main:581] : INFO : Epoch 1579 | loss: 0.0311889 | val_loss: 0.0312018 | Time: 2431.75 ms [2022-04-04 18:26:31 main:581] : INFO : Epoch 1580 | loss: 0.0311888 | val_loss: 0.0311961 | Time: 3014.94 ms [2022-04-04 18:26:34 main:581] : INFO : Epoch 1581 | loss: 0.0311887 | val_loss: 0.0311984 | Time: 3023.62 ms [2022-04-04 18:26:37 main:581] : INFO : Epoch 1582 | loss: 0.0311877 | val_loss: 0.0312 | Time: 3099.83 ms [2022-04-04 18:26:40 main:581] : INFO : Epoch 1583 | loss: 0.0311883 | val_loss: 0.0311977 | Time: 3088.47 ms [2022-04-04 18:26:42 main:581] : INFO : Epoch 1584 | loss: 0.0311899 | val_loss: 0.0312123 | Time: 2011.43 ms [2022-04-04 18:26:45 main:581] : INFO : Epoch 1585 | loss: 0.0311926 | val_loss: 0.0311958 | Time: 2807.32 ms [2022-04-04 18:26:48 main:581] : INFO : Epoch 1586 | loss: 0.0311884 | val_loss: 0.0311984 | Time: 3002.56 ms [2022-04-04 18:26:51 main:581] : INFO : Epoch 1587 | loss: 0.0311882 | val_loss: 0.0311976 | Time: 3047.77 ms [2022-04-04 18:26:54 main:581] : INFO : Epoch 1588 | loss: 0.0311862 | val_loss: 0.0312035 | Time: 3080.2 ms [2022-04-04 18:26:57 main:581] : INFO : Epoch 1589 | loss: 0.0311876 | val_loss: 0.0311976 | Time: 2975.55 ms [2022-04-04 18:27:00 main:581] : INFO : Epoch 1590 | loss: 0.0311867 | val_loss: 0.0312005 | Time: 2291.15 ms [2022-04-04 18:27:03 main:581] : INFO : Epoch 1591 | loss: 0.0311851 | val_loss: 0.0311969 | Time: 2990.56 ms [2022-04-04 18:27:06 main:581] : INFO : Epoch 1592 | loss: 0.0311845 | val_loss: 0.031198 | Time: 3008.72 ms [2022-04-04 18:27:09 main:581] : INFO : Epoch 1593 | loss: 0.0311887 | val_loss: 0.0312004 | Time: 3087.15 ms [2022-04-04 18:27:12 main:581] : INFO : Epoch 1594 | loss: 0.0311873 | val_loss: 0.0311968 | Time: 3086.66 ms [2022-04-04 18:27:14 main:581] : INFO : Epoch 1595 | loss: 0.0311844 | val_loss: 0.031197 | Time: 2460.49 ms [2022-04-04 18:27:17 main:581] : INFO : Epoch 1596 | loss: 0.0311846 | val_loss: 0.0311969 | Time: 2986.22 ms [2022-04-04 18:27:20 main:581] : INFO : Epoch 1597 | loss: 0.031187 | val_loss: 0.0312076 | Time: 3010.86 ms [2022-04-04 18:27:23 main:581] : INFO : Epoch 1598 | loss: 0.0311866 | val_loss: 0.0311989 | Time: 3060.01 ms [2022-04-04 18:27:26 main:581] : INFO : Epoch 1599 | loss: 0.0311851 | val_loss: 0.0312008 | Time: 3102.14 ms [2022-04-04 18:27:29 main:581] : INFO : Epoch 1600 | loss: 0.0311859 | val_loss: 0.031202 | Time: 2785.44 ms [2022-04-04 18:27:32 main:581] : INFO : Epoch 1601 | loss: 0.0311854 | val_loss: 0.031206 | Time: 2813.37 ms [2022-04-04 18:27:35 main:581] : INFO : Epoch 1602 | loss: 0.0311873 | val_loss: 0.0312079 | Time: 3007.72 ms [2022-04-04 18:27:38 main:581] : INFO : Epoch 1603 | loss: 0.0311895 | val_loss: 0.0312019 | Time: 3043.41 ms [2022-04-04 18:27:41 main:581] : INFO : Epoch 1604 | loss: 0.0311886 | val_loss: 0.0311964 | Time: 3087.13 ms [2022-04-04 18:27:44 main:581] : INFO : Epoch 1605 | loss: 0.0311862 | val_loss: 0.0312011 | Time: 2954.86 ms [2022-04-04 18:27:46 main:581] : INFO : Epoch 1606 | loss: 0.0311842 | val_loss: 0.0312003 | Time: 2030.84 ms [2022-04-04 18:27:49 main:581] : INFO : Epoch 1607 | loss: 0.031185 | val_loss: 0.0311979 | Time: 2987.76 ms [2022-04-04 18:27:52 main:581] : INFO : Epoch 1608 | loss: 0.0311861 | val_loss: 0.0311991 | Time: 3015.98 ms [2022-04-04 18:27:55 main:581] : INFO : Epoch 1609 | loss: 0.0311841 | val_loss: 0.0311968 | Time: 3092.06 ms [2022-04-04 18:27:58 main:581] : INFO : Epoch 1610 | loss: 0.0311833 | val_loss: 0.031199 | Time: 3101.05 ms [2022-04-04 18:28:01 main:581] : INFO : Epoch 1611 | loss: 0.0311833 | val_loss: 0.0311988 | Time: 2539.37 ms [2022-04-04 18:28:04 main:581] : INFO : Epoch 1612 | loss: 0.0311836 | val_loss: 0.031202 | Time: 2890.76 ms [2022-04-04 18:28:07 main:581] : INFO : Epoch 1613 | loss: 0.0311842 | val_loss: 0.0312059 | Time: 3025.07 ms [2022-04-04 18:28:10 main:581] : INFO : Epoch 1614 | loss: 0.0311847 | val_loss: 0.0312022 | Time: 3066.04 ms [2022-04-04 18:28:13 main:581] : INFO : Epoch 1615 | loss: 0.031183 | val_loss: 0.0312003 | Time: 3087.91 ms [2022-04-04 18:28:16 main:581] : INFO : Epoch 1616 | loss: 0.0311833 | val_loss: 0.0311994 | Time: 2883.26 ms [2022-04-04 18:28:18 main:581] : INFO : Epoch 1617 | loss: 0.0311841 | val_loss: 0.0312034 | Time: 2186.45 ms [2022-04-04 18:28:21 main:581] : INFO : Epoch 1618 | loss: 0.0311839 | val_loss: 0.0312 | Time: 2992.68 ms [2022-04-04 18:28:24 main:581] : INFO : Epoch 1619 | loss: 0.0311845 | val_loss: 0.0311975 | Time: 3008.69 ms [2022-04-04 18:28:27 main:581] : INFO : Epoch 1620 | loss: 0.0311851 | val_loss: 0.0311938 | Time: 3121.4 ms [2022-04-04 18:28:30 main:581] : INFO : Epoch 1621 | loss: 0.0311865 | val_loss: 0.0311979 | Time: 3095.4 ms [2022-04-04 18:28:33 main:581] : INFO : Epoch 1622 | loss: 0.0311827 | val_loss: 0.031195 | Time: 2399.19 ms [2022-04-04 18:28:36 main:581] : INFO : Epoch 1623 | loss: 0.0311841 | val_loss: 0.031195 | Time: 2954.26 ms [2022-04-04 18:28:39 main:581] : INFO : Epoch 1624 | loss: 0.0311824 | val_loss: 0.0311955 | Time: 3019.02 ms [2022-04-04 18:28:42 main:581] : INFO : Epoch 1625 | loss: 0.0311833 | val_loss: 0.0311969 | Time: 3012.18 ms [2022-04-04 18:28:45 main:581] : INFO : Epoch 1626 | loss: 0.0311848 | val_loss: 0.0312042 | Time: 3004.6 ms [2022-04-04 18:28:48 main:581] : INFO : Epoch 1627 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 3016.59 ms [2022-04-04 18:28:51 main:581] : INFO : Epoch 1628 | loss: 0.0311908 | val_loss: 0.0311964 | Time: 3003.07 ms [2022-04-04 18:28:54 main:581] : INFO : Epoch 1629 | loss: 0.0311867 | val_loss: 0.0311912 | Time: 3012.77 ms [2022-04-04 18:28:57 main:581] : INFO : Epoch 1630 | loss: 0.0311828 | val_loss: 0.0311919 | Time: 3101.81 ms [2022-04-04 18:29:00 main:581] : INFO : Epoch 1631 | loss: 0.0311835 | val_loss: 0.0311929 | Time: 3093.47 ms [2022-04-04 18:29:03 main:581] : INFO : Epoch 1632 | loss: 0.0311835 | val_loss: 0.0312013 | Time: 3121.46 ms [2022-04-04 18:29:06 main:581] : INFO : Epoch 1633 | loss: 0.0311843 | val_loss: 0.0312032 | Time: 3070.44 ms [2022-04-04 18:29:09 main:581] : INFO : Epoch 1634 | loss: 0.0311851 | val_loss: 0.0311974 | Time: 3065.43 ms [2022-04-04 18:29:12 main:581] : INFO : Epoch 1635 | loss: 0.0311808 | val_loss: 0.0311953 | Time: 3057.02 ms [2022-04-04 18:29:14 main:581] : INFO : Epoch 1636 | loss: 0.0311816 | val_loss: 0.031195 | Time: 2268.47 ms [2022-04-04 18:29:16 main:581] : INFO : Epoch 1637 | loss: 0.0311791 | val_loss: 0.0311982 | Time: 1935.75 ms [2022-04-04 18:29:19 main:581] : INFO : Epoch 1638 | loss: 0.0311806 | val_loss: 0.0312013 | Time: 3001.47 ms [2022-04-04 18:29:22 main:581] : INFO : Epoch 1639 | loss: 0.0311805 | val_loss: 0.0311962 | Time: 3015.61 ms [2022-04-04 18:29:25 main:581] : INFO : Epoch 1640 | loss: 0.0311784 | val_loss: 0.0311991 | Time: 3024.39 ms [2022-04-04 18:29:28 main:581] : INFO : Epoch 1641 | loss: 0.0311787 | val_loss: 0.0311949 | Time: 3017.23 ms [2022-04-04 18:29:31 main:581] : INFO : Epoch 1642 | loss: 0.0311782 | val_loss: 0.0311994 | Time: 3015.63 ms [2022-04-04 18:29:34 main:581] : INFO : Epoch 1643 | loss: 0.0311802 | val_loss: 0.0312042 | Time: 3013.07 ms [2022-04-04 18:29:37 main:581] : INFO : Epoch 1644 | loss: 0.031179 | val_loss: 0.0312004 | Time: 2994.47 ms [2022-04-04 18:29:41 main:581] : INFO : Epoch 1645 | loss: 0.0311813 | val_loss: 0.0312047 | Time: 3119.69 ms [2022-04-04 18:29:44 main:581] : INFO : Epoch 1646 | loss: 0.0311792 | val_loss: 0.0312051 | Time: 3069.19 ms [2022-04-04 18:29:47 main:581] : INFO : Epoch 1647 | loss: 0.0311783 | val_loss: 0.031196 | Time: 3084.55 ms [2022-04-04 18:29:50 main:581] : INFO : Epoch 1648 | loss: 0.0311768 | val_loss: 0.0311981 | Time: 3059.23 ms [2022-04-04 18:29:53 main:581] : INFO : Epoch 1649 | loss: 0.0311765 | val_loss: 0.0311961 | Time: 3074.02 ms [2022-04-04 18:29:56 main:581] : INFO : Epoch 1650 | loss: 0.0311777 | val_loss: 0.0311977 | Time: 3052.09 ms [2022-04-04 18:29:58 main:581] : INFO : Epoch 1651 | loss: 0.0311758 | val_loss: 0.0312011 | Time: 2071.03 ms [2022-04-04 18:30:00 main:581] : INFO : Epoch 1652 | loss: 0.0311786 | val_loss: 0.0311988 | Time: 2530.63 ms [2022-04-04 18:30:03 main:581] : INFO : Epoch 1653 | loss: 0.0311763 | val_loss: 0.0311974 | Time: 2992.55 ms [2022-04-04 18:30:07 main:581] : INFO : Epoch 1654 | loss: 0.0311783 | val_loss: 0.0311983 | Time: 3027.59 ms [2022-04-04 18:30:10 main:581] : INFO : Epoch 1655 | loss: 0.0311765 | val_loss: 0.0311969 | Time: 3018.54 ms [2022-04-04 18:30:13 main:581] : INFO : Epoch 1656 | loss: 0.0311779 | val_loss: 0.0311969 | Time: 3004.57 ms [2022-04-04 18:30:16 main:581] : INFO : Epoch 1657 | loss: 0.0311754 | val_loss: 0.0311977 | Time: 3014.03 ms [2022-04-04 18:30:19 main:581] : INFO : Epoch 1658 | loss: 0.0311774 | val_loss: 0.0311982 | Time: 3007.75 ms [2022-04-04 18:30:22 main:581] : INFO : Epoch 1659 | loss: 0.031176 | val_loss: 0.0311971 | Time: 3059.82 ms [2022-04-04 18:30:25 main:581] : INFO : Epoch 1660 | loss: 0.0311771 | val_loss: 0.0312009 | Time: 3108.33 ms [2022-04-04 18:30:28 main:581] : INFO : Epoch 1661 | loss: 0.0311826 | val_loss: 0.0312201 | Time: 3068.94 ms [2022-04-04 18:30:31 main:581] : INFO : Epoch 1662 | loss: 0.0311839 | val_loss: 0.0311971 | Time: 3090.62 ms [2022-04-04 18:30:34 main:581] : INFO : Epoch 1663 | loss: 0.0311802 | val_loss: 0.0312074 | Time: 3048.91 ms [2022-04-04 18:30:37 main:581] : INFO : Epoch 1664 | loss: 0.0311791 | val_loss: 0.0311983 | Time: 3058.18 ms [2022-04-04 18:30:40 main:581] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311954 | Time: 2689.85 ms [2022-04-04 18:30:42 main:581] : INFO : Epoch 1666 | loss: 0.0311748 | val_loss: 0.0312016 | Time: 1839.76 ms [2022-04-04 18:30:45 main:581] : INFO : Epoch 1667 | loss: 0.031177 | val_loss: 0.0311996 | Time: 3001.36 ms [2022-04-04 18:30:48 main:581] : INFO : Epoch 1668 | loss: 0.0311801 | val_loss: 0.0311921 | Time: 3024.74 ms [2022-04-04 18:30:51 main:581] : INFO : Epoch 1669 | loss: 0.0311792 | val_loss: 0.031193 | Time: 3014.73 ms [2022-04-04 18:30:54 main:581] : INFO : Epoch 1670 | loss: 0.0311793 | val_loss: 0.0311963 | Time: 3011.84 ms [2022-04-04 18:30:57 main:581] : INFO : Epoch 1671 | loss: 0.0311758 | val_loss: 0.0311959 | Time: 3006.5 ms [2022-04-04 18:31:00 main:581] : INFO : Epoch 1672 | loss: 0.0311764 | val_loss: 0.031203 | Time: 3000.24 ms [2022-04-04 18:31:03 main:581] : INFO : Epoch 1673 | loss: 0.0311763 | val_loss: 0.0311995 | Time: 2969.23 ms [2022-04-04 18:31:06 main:581] : INFO : Epoch 1674 | loss: 0.0311816 | val_loss: 0.031193 | Time: 3089.47 ms [2022-04-04 18:31:09 main:581] : INFO : Epoch 1675 | loss: 0.0311813 | val_loss: 0.0311915 | Time: 3081.01 ms [2022-04-04 18:31:12 main:581] : INFO : Epoch 1676 | loss: 0.0311777 | val_loss: 0.0311931 | Time: 3123.9 ms [2022-04-04 18:31:15 main:581] : INFO : Epoch 1677 | loss: 0.0311761 | val_loss: 0.0311942 | Time: 3082.57 ms [2022-04-04 18:31:18 main:581] : INFO : Epoch 1678 | loss: 0.0311809 | val_loss: 0.0311932 | Time: 3074.47 ms [2022-04-04 18:31:21 main:581] : INFO : Epoch 1679 | loss: 0.0311754 | val_loss: 0.0311983 | Time: 3065.76 ms [2022-04-04 18:31:23 main:581] : INFO : Epoch 1680 | loss: 0.0311755 | val_loss: 0.0311988 | Time: 2282.04 ms [2022-04-04 18:31:25 main:581] : INFO : Epoch 1681 | loss: 0.0311741 | val_loss: 0.0311999 | Time: 1871.74 ms [2022-04-04 18:31:28 main:581] : INFO : Epoch 1682 | loss: 0.0311727 | val_loss: 0.0311964 | Time: 2980.89 ms [2022-04-04 18:31:31 main:581] : INFO : Epoch 1683 | loss: 0.031173 | val_loss: 0.0311961 | Time: 3013.56 ms [2022-04-04 18:31:34 main:581] : INFO : Epoch 1684 | loss: 0.0311723 | val_loss: 0.0311934 | Time: 3022.5 ms [2022-04-04 18:31:37 main:581] : INFO : Epoch 1685 | loss: 0.0311754 | val_loss: 0.0312014 | Time: 3012.83 ms [2022-04-04 18:31:40 main:581] : INFO : Epoch 1686 | loss: 0.0311706 | val_loss: 0.0311946 | Time: 3010.57 ms [2022-04-04 18:31:43 main:581] : INFO : Epoch 1687 | loss: 0.0311721 | val_loss: 0.0312031 | Time: 3010.92 ms [2022-04-04 18:31:46 main:581] : INFO : Epoch 1688 | loss: 0.0311759 | val_loss: 0.0312035 | Time: 3014.89 ms [2022-04-04 18:31:49 main:581] : INFO : Epoch 1689 | loss: 0.0311713 | val_loss: 0.0311957 | Time: 3121.91 ms [2022-04-04 18:31:52 main:581] : INFO : Epoch 1690 | loss: 0.0311749 | val_loss: 0.0311932 | Time: 3054.23 ms [2022-04-04 18:31:56 main:581] : INFO : Epoch 1691 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 3094.19 ms [2022-04-04 18:31:59 main:581] : INFO : Epoch 1692 | loss: 0.0311816 | val_loss: 0.0311896 | Time: 3079.25 ms [2022-04-04 18:32:02 main:581] : INFO : Epoch 1693 | loss: 0.0311804 | val_loss: 0.0311872 | Time: 3044.8 ms [2022-04-04 18:32:05 main:581] : INFO : Epoch 1694 | loss: 0.0311782 | val_loss: 0.0311889 | Time: 3049.32 ms [2022-04-04 18:32:07 main:581] : INFO : Epoch 1695 | loss: 0.0311823 | val_loss: 0.0311936 | Time: 2121.21 ms [2022-04-04 18:32:09 main:581] : INFO : Epoch 1696 | loss: 0.0311819 | val_loss: 0.0311932 | Time: 2407.91 ms [2022-04-04 18:32:12 main:581] : INFO : Epoch 1697 | loss: 0.0311838 | val_loss: 0.0311879 | Time: 3019.01 ms [2022-04-04 18:32:15 main:581] : INFO : Epoch 1698 | loss: 0.031181 | val_loss: 0.0311902 | Time: 3013.35 ms [2022-04-04 18:32:18 main:581] : INFO : Epoch 1699 | loss: 0.0311777 | val_loss: 0.0311904 | Time: 3022.87 ms [2022-04-04 18:32:21 main:581] : INFO : Epoch 1700 | loss: 0.031179 | val_loss: 0.0311875 | Time: 3024.84 ms [2022-04-04 18:32:24 main:581] : INFO : Epoch 1701 | loss: 0.0311758 | val_loss: 0.0311861 | Time: 3031.69 ms [2022-04-04 18:32:27 main:581] : INFO : Epoch 1702 | loss: 0.0311753 | val_loss: 0.031195 | Time: 3021.88 ms [2022-04-04 18:32:30 main:581] : INFO : Epoch 1703 | loss: 0.0311781 | val_loss: 0.03119 | Time: 3043.81 ms [2022-04-04 18:32:34 main:581] : INFO : Epoch 1704 | loss: 0.0311882 | val_loss: 0.0311996 | Time: 3137.78 ms [2022-04-04 18:32:37 main:581] : INFO : Epoch 1705 | loss: 0.0312062 | val_loss: 0.0311997 | Time: 3119.5 ms [2022-04-04 18:32:40 main:581] : INFO : Epoch 1706 | loss: 0.0312043 | val_loss: 0.0312127 | Time: 3044.61 ms [2022-04-04 18:32:43 main:581] : INFO : Epoch 1707 | loss: 0.0312023 | val_loss: 0.0311963 | Time: 3042.45 ms [2022-04-04 18:32:46 main:581] : INFO : Epoch 1708 | loss: 0.031195 | val_loss: 0.0311901 | Time: 3045.22 ms [2022-04-04 18:32:49 main:581] : INFO : Epoch 1709 | loss: 0.0312501 | val_loss: 0.0312599 | Time: 2799.79 ms [2022-04-04 18:32:50 main:581] : INFO : Epoch 1710 | loss: 0.0312579 | val_loss: 0.0312741 | Time: 1756.5 ms [2022-04-04 18:32:53 main:581] : INFO : Epoch 1711 | loss: 0.0313232 | val_loss: 0.0312723 | Time: 2746.02 ms [2022-04-04 18:32:56 main:581] : INFO : Epoch 1712 | loss: 0.0312595 | val_loss: 0.0312522 | Time: 3007.88 ms [2022-04-04 18:32:59 main:581] : INFO : Epoch 1713 | loss: 0.0312522 | val_loss: 0.0312504 | Time: 3013.6 ms [2022-04-04 18:33:02 main:581] : INFO : Epoch 1714 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 3027.49 ms [2022-04-04 18:33:05 main:581] : INFO : Epoch 1715 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 3015.27 ms [2022-04-04 18:33:08 main:581] : INFO : Epoch 1716 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3015.91 ms [2022-04-04 18:33:11 main:581] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3013.55 ms [2022-04-04 18:33:14 main:581] : INFO : Epoch 1718 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 3079.73 ms [2022-04-04 18:33:17 main:581] : INFO : Epoch 1719 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3091.74 ms [2022-04-04 18:33:20 main:581] : INFO : Epoch 1720 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 3044.32 ms [2022-04-04 18:33:24 main:581] : INFO : Epoch 1721 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 3055.86 ms [2022-04-04 18:33:27 main:581] : INFO : Epoch 1722 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3075.81 ms [2022-04-04 18:33:30 main:581] : INFO : Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3068.32 ms [2022-04-04 18:33:32 main:581] : INFO : Epoch 1724 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2823.4 ms [2022-04-04 18:33:34 main:581] : INFO : Epoch 1725 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1834.11 ms [2022-04-04 18:33:37 main:581] : INFO : Epoch 1726 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2980.25 ms [2022-04-04 18:33:40 main:581] : INFO : Epoch 1727 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3016.77 ms [2022-04-04 18:33:43 main:581] : INFO : Epoch 1728 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 3016.64 ms [2022-04-04 18:33:46 main:581] : INFO : Epoch 1729 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2980.63 ms [2022-04-04 18:33:49 main:581] : INFO : Epoch 1730 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3012.85 ms [2022-04-04 18:33:52 main:581] : INFO : Epoch 1731 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2976.7 ms [2022-04-04 18:33:55 main:581] : INFO : Epoch 1732 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3011.71 ms [2022-04-04 18:33:58 main:581] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3122.12 ms [2022-04-04 18:34:02 main:581] : INFO : Epoch 1734 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3054.06 ms [2022-04-04 18:34:05 main:581] : INFO : Epoch 1735 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3117.44 ms [2022-04-04 18:34:08 main:581] : INFO : Epoch 1736 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3082.8 ms [2022-04-04 18:34:11 main:581] : INFO : Epoch 1737 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3081.99 ms [2022-04-04 18:34:14 main:581] : INFO : Epoch 1738 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3056.87 ms [2022-04-04 18:34:16 main:581] : INFO : Epoch 1739 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2127.75 ms [2022-04-04 18:34:18 main:581] : INFO : Epoch 1740 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2100.82 ms [2022-04-04 18:34:21 main:581] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2991.13 ms [2022-04-04 18:34:24 main:581] : INFO : Epoch 1742 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3005.79 ms [2022-04-04 18:34:27 main:581] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3003.97 ms [2022-04-04 18:34:30 main:581] : INFO : Epoch 1744 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3011.97 ms [2022-04-04 18:34:33 main:581] : INFO : Epoch 1745 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3019.51 ms [2022-04-04 18:34:36 main:581] : INFO : Epoch 1746 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2994.29 ms [2022-04-04 18:34:39 main:581] : INFO : Epoch 1747 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2993.74 ms [2022-04-04 18:34:42 main:581] : INFO : Epoch 1748 | loss: 0.0312507 | val_loss: 0.0312534 | Time: 3109.29 ms [2022-04-04 18:34:45 main:581] : INFO : Epoch 1749 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 3080.76 ms [2022-04-04 18:34:48 main:581] : INFO : Epoch 1750 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3086.84 ms [2022-04-04 18:34:51 main:581] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3064.58 ms [2022-04-04 18:34:55 main:581] : INFO : Epoch 1752 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3053.67 ms [2022-04-04 18:34:58 main:581] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3092.83 ms [2022-04-04 18:34:59 main:581] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1874.51 ms [2022-04-04 18:35:02 main:581] : INFO : Epoch 1755 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2165.21 ms [2022-04-04 18:35:05 main:581] : INFO : Epoch 1756 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2991.25 ms [2022-04-04 18:35:08 main:581] : INFO : Epoch 1757 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3018.28 ms [2022-04-04 18:35:11 main:581] : INFO : Epoch 1758 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3022.1 ms [2022-04-04 18:35:14 main:581] : INFO : Epoch 1759 | loss: 0.031251 | val_loss: 0.0312506 | Time: 3036.09 ms [2022-04-04 18:35:17 main:581] : INFO : Epoch 1760 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 3036.94 ms [2022-04-04 18:35:20 main:581] : INFO : Epoch 1761 | loss: 0.0312529 | val_loss: 0.0312545 | Time: 3020.27 ms [2022-04-04 18:35:23 main:581] : INFO : Epoch 1762 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 3014.24 ms [2022-04-04 18:35:26 main:581] : INFO : Epoch 1763 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3150.85 ms [2022-04-04 18:35:29 main:581] : INFO : Epoch 1764 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3092.55 ms [2022-04-04 18:35:32 main:581] : INFO : Epoch 1765 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3101.82 ms [2022-04-04 18:35:35 main:581] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3079.08 ms [2022-04-04 18:35:38 main:581] : INFO : Epoch 1767 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 3065 ms [2022-04-04 18:35:41 main:581] : INFO : Epoch 1768 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 2969.04 ms [2022-04-04 18:35:43 main:581] : INFO : Epoch 1769 | loss: 0.0312526 | val_loss: 0.031252 | Time: 1874.22 ms [2022-04-04 18:35:46 main:581] : INFO : Epoch 1770 | loss: 0.0312524 | val_loss: 0.0312526 | Time: 2522.18 ms [2022-04-04 18:35:49 main:581] : INFO : Epoch 1771 | loss: 0.031251 | val_loss: 0.03125 | Time: 3009.45 ms [2022-04-04 18:35:52 main:581] : INFO : Epoch 1772 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3010.31 ms [2022-04-04 18:35:55 main:581] : INFO : Epoch 1773 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 3015.24 ms [2022-04-04 18:35:58 main:581] : INFO : Epoch 1774 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3014.59 ms [2022-04-04 18:36:01 main:581] : INFO : Epoch 1775 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3009.68 ms [2022-04-04 18:36:04 main:581] : INFO : Epoch 1776 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3026.11 ms [2022-04-04 18:36:07 main:581] : INFO : Epoch 1777 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3033.48 ms [2022-04-04 18:36:10 main:581] : INFO : Epoch 1778 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3140.42 ms [2022-04-04 18:36:13 main:581] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3098.19 ms [2022-04-04 18:36:16 main:581] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3012.06 ms [2022-04-04 18:36:19 main:581] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3043.65 ms [2022-04-04 18:36:22 main:581] : INFO : Epoch 1782 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3046.53 ms [2022-04-04 18:36:25 main:581] : INFO : Epoch 1783 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2703.24 ms [2022-04-04 18:36:27 main:581] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1811.4 ms [2022-04-04 18:36:30 main:581] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2884.34 ms [2022-04-04 18:36:33 main:581] : INFO : Epoch 1786 | loss: 0.0312506 | val_loss: 0.03125 | Time: 3029.9 ms [2022-04-04 18:36:36 main:581] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3017.58 ms [2022-04-04 18:36:39 main:581] : INFO : Epoch 1788 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3008 ms [2022-04-04 18:36:42 main:581] : INFO : Epoch 1789 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2999.44 ms [2022-04-04 18:36:45 main:581] : INFO : Epoch 1790 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3027.95 ms [2022-04-04 18:36:48 main:581] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3016.74 ms [2022-04-04 18:36:51 main:581] : INFO : Epoch 1792 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3080.38 ms [2022-04-04 18:36:54 main:581] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3070.09 ms [2022-04-04 18:36:57 main:581] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3011.89 ms [2022-04-04 18:37:00 main:581] : INFO : Epoch 1795 | loss: 0.0312506 | val_loss: 0.03125 | Time: 3061.03 ms [2022-04-04 18:37:03 main:581] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3083.81 ms [2022-04-04 18:37:06 main:581] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3052.27 ms [2022-04-04 18:37:09 main:581] : INFO : Epoch 1798 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2518.98 ms [2022-04-04 18:37:10 main:581] : INFO : Epoch 1799 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1820.3 ms [2022-04-04 18:37:13 main:581] : INFO : Epoch 1800 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 2978.48 ms [2022-04-04 18:37:16 main:581] : INFO : Epoch 1801 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3017.17 ms [2022-04-04 18:37:19 main:581] : INFO : Epoch 1802 | loss: 0.0312522 | val_loss: 0.03125 | Time: 3012.22 ms [2022-04-04 18:37:22 main:581] : INFO : Epoch 1803 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3012.48 ms [2022-04-04 18:37:25 main:581] : INFO : Epoch 1804 | loss: 0.0312509 | val_loss: 0.0312541 | Time: 2998.76 ms [2022-04-04 18:37:28 main:581] : INFO : Epoch 1805 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 3005.54 ms [2022-04-04 18:37:31 main:581] : INFO : Epoch 1806 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 3011.55 ms [2022-04-04 18:37:34 main:581] : INFO : Epoch 1807 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3103.52 ms [2022-04-04 18:37:38 main:581] : INFO : Epoch 1808 | loss: 0.031252 | val_loss: 0.0312558 | Time: 3078.2 ms [2022-04-04 18:37:41 main:581] : INFO : Epoch 1809 | loss: 0.0312525 | val_loss: 0.0312503 | Time: 3094.63 ms [2022-04-04 18:37:44 main:581] : INFO : Epoch 1810 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 3075.22 ms [2022-04-04 18:37:47 main:581] : INFO : Epoch 1811 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3072.04 ms [2022-04-04 18:37:50 main:581] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 3095.54 ms [2022-04-04 18:37:52 main:581] : INFO : Epoch 1813 | loss: 0.0312512 | val_loss: 0.03125 | Time: 2184.5 ms [2022-04-04 18:37:54 main:581] : INFO : Epoch 1814 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1980.79 ms [2022-04-04 18:37:57 main:581] : INFO : Epoch 1815 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2986.03 ms [2022-04-04 18:38:00 main:581] : INFO : Epoch 1816 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2988.53 ms [2022-04-04 18:38:03 main:581] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3027.07 ms [2022-04-04 18:38:06 main:581] : INFO : Epoch 1818 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3011.48 ms [2022-04-04 18:38:09 main:581] : INFO : Epoch 1819 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2970.58 ms [2022-04-04 18:38:12 main:581] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3017.61 ms [2022-04-04 18:38:15 main:581] : INFO : Epoch 1821 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3027.87 ms [2022-04-04 18:38:18 main:581] : INFO : Epoch 1822 | loss: 0.03125 | val_loss: 0.0312517 | Time: 3128.29 ms [2022-04-04 18:38:21 main:581] : INFO : Epoch 1823 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 3087.21 ms [2022-04-04 18:38:24 main:581] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3097.9 ms [2022-04-04 18:38:27 main:581] : INFO : Epoch 1825 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3067.18 ms [2022-04-04 18:38:31 main:581] : INFO : Epoch 1826 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3059.34 ms [2022-04-04 18:38:34 main:581] : INFO : Epoch 1827 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3044.34 ms [2022-04-04 18:38:36 main:581] : INFO : Epoch 1828 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2074.08 ms [2022-04-04 18:38:38 main:581] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2230.84 ms [2022-04-04 18:38:41 main:581] : INFO : Epoch 1830 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 3007.33 ms [2022-04-04 18:38:44 main:581] : INFO : Epoch 1831 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 3019.14 ms [2022-04-04 18:38:47 main:581] : INFO : Epoch 1832 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2991.56 ms [2022-04-04 18:38:50 main:581] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2999.25 ms [2022-04-04 18:38:53 main:581] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2975.72 ms [2022-04-04 18:38:56 main:581] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2995.49 ms [2022-04-04 18:38:59 main:581] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 3013.08 ms [2022-04-04 18:39:02 main:581] : INFO : Epoch 1837 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3102.54 ms [2022-04-04 18:39:05 main:581] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3085.81 ms [2022-04-04 18:39:08 main:581] : INFO : Epoch 1839 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3095.84 ms [2022-04-04 18:39:11 main:581] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3049.65 ms [2022-04-04 18:39:14 main:581] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3064.51 ms [2022-04-04 18:39:17 main:581] : INFO : Epoch 1842 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 3012.36 ms [2022-04-04 18:39:19 main:581] : INFO : Epoch 1843 | loss: 0.031251 | val_loss: 0.0312527 | Time: 1821.13 ms [2022-04-04 18:39:22 main:581] : INFO : Epoch 1844 | loss: 0.031251 | val_loss: 0.03125 | Time: 2496.18 ms [2022-04-04 18:39:25 main:581] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3010.51 ms [2022-04-04 18:39:28 main:581] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3016.15 ms [2022-04-04 18:39:31 main:581] : INFO : Epoch 1847 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3014.94 ms [2022-04-04 18:39:34 main:581] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3016.92 ms [2022-04-04 18:39:37 main:581] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3018.63 ms [2022-04-04 18:39:40 main:581] : INFO : Epoch 1850 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3014.28 ms [2022-04-04 18:39:43 main:581] : INFO : Epoch 1851 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3038.17 ms [2022-04-04 18:39:46 main:581] : INFO : Epoch 1852 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3107.14 ms [2022-04-04 18:39:49 main:581] : INFO : Epoch 1853 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 3073.2 ms [2022-04-04 18:39:52 main:581] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3102.36 ms [2022-04-04 18:39:55 main:581] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3074.52 ms [2022-04-04 18:39:58 main:581] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3041.37 ms [2022-04-04 18:40:01 main:581] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 2725.65 ms [2022-04-04 18:40:03 main:581] : INFO : Epoch 1858 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1872.56 ms [2022-04-04 18:40:06 main:581] : INFO : Epoch 1859 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2981.22 ms [2022-04-04 18:40:09 main:581] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3016.74 ms [2022-04-04 18:40:12 main:581] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3008.19 ms [2022-04-04 18:40:15 main:581] : INFO : Epoch 1862 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3010.27 ms [2022-04-04 18:40:18 main:581] : INFO : Epoch 1863 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3012.55 ms [2022-04-04 18:40:21 main:581] : INFO : Epoch 1864 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2950.64 ms [2022-04-04 18:40:24 main:581] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3023.95 ms [2022-04-04 18:40:27 main:581] : INFO : Epoch 1866 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 3097.42 ms [2022-04-04 18:40:30 main:581] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3076 ms [2022-04-04 18:40:33 main:581] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3090.04 ms [2022-04-04 18:40:36 main:581] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3101.06 ms [2022-04-04 18:40:39 main:581] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3085.55 ms [2022-04-04 18:40:42 main:581] : INFO : Epoch 1871 | loss: 0.031251 | val_loss: 0.0312525 | Time: 3056.5 ms [2022-04-04 18:40:45 main:581] : INFO : Epoch 1872 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 2245.5 ms [2022-04-04 18:40:46 main:581] : INFO : Epoch 1873 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1926.26 ms [2022-04-04 18:40:49 main:581] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2979.02 ms [2022-04-04 18:40:52 main:581] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3008.69 ms [2022-04-04 18:40:55 main:581] : INFO : Epoch 1876 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3021.47 ms [2022-04-04 18:40:58 main:581] : INFO : Epoch 1877 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3031.38 ms [2022-04-04 18:41:02 main:581] : INFO : Epoch 1878 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3037.3 ms [2022-04-04 18:41:05 main:581] : INFO : Epoch 1879 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3028.29 ms [2022-04-04 18:41:08 main:581] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3014.75 ms [2022-04-04 18:41:11 main:581] : INFO : Epoch 1881 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3116.95 ms [2022-04-04 18:41:14 main:581] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3045.63 ms [2022-04-04 18:41:17 main:581] : INFO : Epoch 1883 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3102.44 ms [2022-04-04 18:41:20 main:581] : INFO : Epoch 1884 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3117.97 ms [2022-04-04 18:41:23 main:581] : INFO : Epoch 1885 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3075.17 ms [2022-04-04 18:41:26 main:581] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 3081.61 ms [2022-04-04 18:41:28 main:581] : INFO : Epoch 1887 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2118.47 ms [2022-04-04 18:41:30 main:581] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1871.19 ms [2022-04-04 18:41:33 main:581] : INFO : Epoch 1889 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2979.7 ms [2022-04-04 18:41:36 main:581] : INFO : Epoch 1890 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 3026.98 ms [2022-04-04 18:41:39 main:581] : INFO : Epoch 1891 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3027.6 ms [2022-04-04 18:41:42 main:581] : INFO : Epoch 1892 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 3018.86 ms [2022-04-04 18:41:45 main:581] : INFO : Epoch 1893 | loss: 0.0312513 | val_loss: 0.0312538 | Time: 3012.7 ms [2022-04-04 18:41:48 main:581] : INFO : Epoch 1894 | loss: 0.031251 | val_loss: 0.0312506 | Time: 3013.72 ms [2022-04-04 18:41:51 main:581] : INFO : Epoch 1895 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3015.45 ms [2022-04-04 18:41:54 main:581] : INFO : Epoch 1896 | loss: 0.0312513 | val_loss: 0.03125 | Time: 3093.42 ms [2022-04-04 18:41:57 main:581] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3083.03 ms [2022-04-04 18:42:00 main:581] : INFO : Epoch 1898 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3063.23 ms [2022-04-04 18:42:04 main:581] : INFO : Epoch 1899 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3135.32 ms [2022-04-04 18:42:07 main:581] : INFO : Epoch 1900 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 3066.69 ms [2022-04-04 18:42:10 main:581] : INFO : Epoch 1901 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3057.19 ms [2022-04-04 18:42:12 main:581] : INFO : Epoch 1902 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2233.03 ms [2022-04-04 18:42:15 main:581] : INFO : Epoch 1903 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2724.76 ms [2022-04-04 18:42:18 main:581] : INFO : Epoch 1904 | loss: 0.031251 | val_loss: 0.0312502 | Time: 3011.92 ms [2022-04-04 18:42:21 main:581] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3008.28 ms [2022-04-04 18:42:24 main:581] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.03125 | Time: 3019.1 ms [2022-04-04 18:42:27 main:581] : INFO : Epoch 1907 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2976.32 ms [2022-04-04 18:42:30 main:581] : INFO : Epoch 1908 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 3010.27 ms [2022-04-04 18:42:33 main:581] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3014.66 ms [2022-04-04 18:42:36 main:581] : INFO : Epoch 1910 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3084.59 ms [2022-04-04 18:42:39 main:581] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3084.83 ms [2022-04-04 18:42:42 main:581] : INFO : Epoch 1912 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3116.13 ms [2022-04-04 18:42:45 main:581] : INFO : Epoch 1913 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 3106.08 ms [2022-04-04 18:42:48 main:581] : INFO : Epoch 1914 | loss: 0.0312558 | val_loss: 0.0312606 | Time: 3063.96 ms [2022-04-04 18:42:51 main:581] : INFO : Epoch 1915 | loss: 0.0312541 | val_loss: 0.0312519 | Time: 3066.44 ms [2022-04-04 18:42:54 main:581] : INFO : Epoch 1916 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2538.03 ms [2022-04-04 18:42:56 main:581] : INFO : Epoch 1917 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1841.43 ms [2022-04-04 18:42:59 main:581] : INFO : Epoch 1918 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 2984.11 ms [2022-04-04 18:43:02 main:581] : INFO : Epoch 1919 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3017.71 ms [2022-04-04 18:43:05 main:581] : INFO : Epoch 1920 | loss: 0.0312526 | val_loss: 0.0312524 | Time: 3019.63 ms [2022-04-04 18:43:08 main:581] : INFO : Epoch 1921 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 3015.47 ms [2022-04-04 18:43:11 main:581] : INFO : Epoch 1922 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3017.85 ms [2022-04-04 18:43:14 main:581] : INFO : Epoch 1923 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3023.96 ms [2022-04-04 18:43:17 main:581] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3007.71 ms [2022-04-04 18:43:20 main:581] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3111.47 ms [2022-04-04 18:43:23 main:581] : INFO : Epoch 1926 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3080.4 ms [2022-04-04 18:43:26 main:581] : INFO : Epoch 1927 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3090.74 ms [2022-04-04 18:43:29 main:581] : INFO : Epoch 1928 | loss: 0.031251 | val_loss: 0.0312506 | Time: 3069.98 ms [2022-04-04 18:43:32 main:581] : INFO : Epoch 1929 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3060.93 ms [2022-04-04 18:43:35 main:581] : INFO : Epoch 1930 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3040.13 ms [2022-04-04 18:43:37 main:581] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2245.06 ms [2022-04-04 18:43:39 main:581] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1768.55 ms [2022-04-04 18:43:42 main:581] : INFO : Epoch 1933 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2976.26 ms [2022-04-04 18:43:45 main:581] : INFO : Epoch 1934 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3024.02 ms [2022-04-04 18:43:48 main:581] : INFO : Epoch 1935 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3012.25 ms [2022-04-04 18:43:51 main:581] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3013.5 ms [2022-04-04 18:43:54 main:581] : INFO : Epoch 1937 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3015.02 ms [2022-04-04 18:43:57 main:581] : INFO : Epoch 1938 | loss: 0.0312526 | val_loss: 0.0312513 | Time: 3004.79 ms [2022-04-04 18:44:00 main:581] : INFO : Epoch 1939 | loss: 0.0312598 | val_loss: 0.0312512 | Time: 3015.7 ms [2022-04-04 18:44:03 main:581] : INFO : Epoch 1940 | loss: 0.031255 | val_loss: 0.0312518 | Time: 3078.83 ms [2022-04-04 18:44:06 main:581] : INFO : Epoch 1941 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 3066.4 ms [2022-04-04 18:44:09 main:581] : INFO : Epoch 1942 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3069.36 ms [2022-04-04 18:44:13 main:581] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3073.4 ms [2022-04-04 18:44:16 main:581] : INFO : Epoch 1944 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 3062.89 ms [2022-04-04 18:44:19 main:581] : INFO : Epoch 1945 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3048.02 ms [2022-04-04 18:44:21 main:581] : INFO : Epoch 1946 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2173.04 ms [2022-04-04 18:44:22 main:581] : INFO : Epoch 1947 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1677.31 ms [2022-04-04 18:44:25 main:581] : INFO : Epoch 1948 | loss: 0.0312507 | val_loss: 0.0312535 | Time: 2938.39 ms [2022-04-04 18:44:28 main:581] : INFO : Epoch 1949 | loss: 0.031251 | val_loss: 0.03125 | Time: 3014.69 ms [2022-04-04 18:44:31 main:581] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3023.83 ms [2022-04-04 18:44:34 main:581] : INFO : Epoch 1951 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 3013 ms [2022-04-04 18:44:38 main:581] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3007.87 ms [2022-04-04 18:44:41 main:581] : INFO : Epoch 1953 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3020.64 ms [2022-04-04 18:44:44 main:581] : INFO : Epoch 1954 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3000.82 ms [2022-04-04 18:44:47 main:581] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3096.31 ms [2022-04-04 18:44:50 main:581] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3076.97 ms [2022-04-04 18:44:53 main:581] : INFO : Epoch 1957 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3127.56 ms [2022-04-04 18:44:56 main:581] : INFO : Epoch 1958 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3083.04 ms [2022-04-04 18:44:59 main:581] : INFO : Epoch 1959 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3064.47 ms [2022-04-04 18:45:02 main:581] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3044.44 ms [2022-04-04 18:45:04 main:581] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2268.22 ms [2022-04-04 18:45:06 main:581] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1954.84 ms [2022-04-04 18:45:09 main:581] : INFO : Epoch 1963 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2988.96 ms [2022-04-04 18:45:12 main:581] : INFO : Epoch 1964 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3014.18 ms [2022-04-04 18:45:15 main:581] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.03125 | Time: 3013.09 ms [2022-04-04 18:45:18 main:581] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3015.73 ms [2022-04-04 18:45:21 main:581] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 3017.55 ms [2022-04-04 18:45:24 main:581] : INFO : Epoch 1968 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 3033.76 ms [2022-04-04 18:45:27 main:581] : INFO : Epoch 1969 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3024.97 ms [2022-04-04 18:45:30 main:581] : INFO : Epoch 1970 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3128.03 ms [2022-04-04 18:45:34 main:581] : INFO : Epoch 1971 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3066.89 ms [2022-04-04 18:45:37 main:581] : INFO : Epoch 1972 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3055.15 ms [2022-04-04 18:45:40 main:581] : INFO : Epoch 1973 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 3113.44 ms [2022-04-04 18:45:43 main:581] : INFO : Epoch 1974 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3131.65 ms [2022-04-04 18:45:46 main:581] : INFO : Epoch 1975 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 3048.62 ms [2022-04-04 18:45:48 main:581] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2044.12 ms [2022-04-04 18:45:50 main:581] : INFO : Epoch 1977 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2189.34 ms [2022-04-04 18:45:53 main:581] : INFO : Epoch 1978 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2991.28 ms [2022-04-04 18:45:56 main:581] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3018.05 ms [2022-04-04 18:45:59 main:581] : INFO : Epoch 1980 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3011.34 ms [2022-04-04 18:46:02 main:581] : INFO : Epoch 1981 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3020.62 ms [2022-04-04 18:46:05 main:581] : INFO : Epoch 1982 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3019.37 ms [2022-04-04 18:46:08 main:581] : INFO : Epoch 1983 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3031.9 ms [2022-04-04 18:46:11 main:581] : INFO : Epoch 1984 | loss: 0.0312506 | val_loss: 0.03125 | Time: 3009.57 ms [2022-04-04 18:46:14 main:581] : INFO : Epoch 1985 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3140.73 ms [2022-04-04 18:46:17 main:581] : INFO : Epoch 1986 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3055.46 ms [2022-04-04 18:46:21 main:581] : INFO : Epoch 1987 | loss: 0.0312507 | val_loss: 0.031251 | Time: 3061.12 ms [2022-04-04 18:46:24 main:581] : INFO : Epoch 1988 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3038.46 ms [2022-04-04 18:46:27 main:581] : INFO : Epoch 1989 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 3052.61 ms [2022-04-04 18:46:30 main:581] : INFO : Epoch 1990 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3000.87 ms [2022-04-04 18:46:31 main:581] : INFO : Epoch 1991 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1900.01 ms [2022-04-04 18:46:34 main:581] : INFO : Epoch 1992 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2117.56 ms [2022-04-04 18:46:37 main:581] : INFO : Epoch 1993 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3004.55 ms [2022-04-04 18:46:40 main:581] : INFO : Epoch 1994 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 3014.61 ms [2022-04-04 18:46:43 main:581] : INFO : Epoch 1995 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3024.35 ms [2022-04-04 18:46:46 main:581] : INFO : Epoch 1996 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3037.77 ms [2022-04-04 18:46:49 main:581] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3018.11 ms [2022-04-04 18:46:52 main:581] : INFO : Epoch 1998 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3019.8 ms [2022-04-04 18:46:55 main:581] : INFO : Epoch 1999 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3017.96 ms [2022-04-04 18:46:58 main:581] : INFO : Epoch 2000 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3151.64 ms [2022-04-04 18:47:01 main:581] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3055.15 ms [2022-04-04 18:47:04 main:581] : INFO : Epoch 2002 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3066 ms [2022-04-04 18:47:07 main:581] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3064.53 ms [2022-04-04 18:47:10 main:581] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2996.4 ms [2022-04-04 18:47:13 main:581] : INFO : Epoch 2005 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3072.94 ms [2022-04-04 18:47:15 main:581] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1871.16 ms [2022-04-04 18:47:17 main:581] : INFO : Epoch 2007 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2432.67 ms [2022-04-04 18:47:20 main:581] : INFO : Epoch 2008 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2998.84 ms [2022-04-04 18:47:23 main:581] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3021.14 ms [2022-04-04 18:47:27 main:581] : INFO : Epoch 2010 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3017.34 ms [2022-04-04 18:47:30 main:581] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.03125 | Time: 3008.79 ms [2022-04-04 18:47:33 main:581] : INFO : Epoch 2012 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3020.68 ms [2022-04-04 18:47:36 main:581] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3021.96 ms [2022-04-04 18:47:39 main:581] : INFO : Epoch 2014 | loss: 0.0312551 | val_loss: 0.0312987 | Time: 3039.61 ms [2022-04-04 18:47:42 main:581] : INFO : Epoch 2015 | loss: 0.0833096 | val_loss: 0.0472351 | Time: 3100.94 ms [2022-04-04 18:47:45 main:581] : INFO : Epoch 2016 | loss: 0.0499356 | val_loss: 0.0353616 | Time: 3072.27 ms [2022-04-04 18:47:48 main:581] : INFO : Epoch 2017 | loss: 0.0339629 | val_loss: 0.0316547 | Time: 3093.66 ms [2022-04-04 18:47:51 main:581] : INFO : Epoch 2018 | loss: 0.0314485 | val_loss: 0.0314082 | Time: 3058.93 ms [2022-04-04 18:47:54 main:581] : INFO : Epoch 2019 | loss: 0.0313252 | val_loss: 0.0312855 | Time: 3053.81 ms [2022-04-04 18:47:57 main:581] : INFO : Epoch 2020 | loss: 0.0312709 | val_loss: 0.0312621 | Time: 2799.85 ms [2022-04-04 18:47:59 main:581] : INFO : Epoch 2021 | loss: 0.031261 | val_loss: 0.0312593 | Time: 1806.84 ms [2022-04-04 18:48:02 main:581] : INFO : Epoch 2022 | loss: 0.0312584 | val_loss: 0.0312587 | Time: 2906.37 ms [2022-04-04 18:48:05 main:581] : INFO : Epoch 2023 | loss: 0.0312575 | val_loss: 0.0312575 | Time: 3021.16 ms [2022-04-04 18:48:08 main:581] : INFO : Epoch 2024 | loss: 0.0312567 | val_loss: 0.0312565 | Time: 3019.3 ms [2022-04-04 18:48:11 main:581] : INFO : Epoch 2025 | loss: 0.0312558 | val_loss: 0.0312556 | Time: 3017.87 ms [2022-04-04 18:48:14 main:581] : INFO : Epoch 2026 | loss: 0.0312553 | val_loss: 0.0312553 | Time: 3027.46 ms [2022-04-04 18:48:17 main:581] : INFO : Epoch 2027 | loss: 0.031255 | val_loss: 0.0312542 | Time: 3024.23 ms [2022-04-04 18:48:20 main:581] : INFO : Epoch 2028 | loss: 0.0312545 | val_loss: 0.0312542 | Time: 3023.99 ms [2022-04-04 18:48:23 main:581] : INFO : Epoch 2029 | loss: 0.0312539 | val_loss: 0.0312539 | Time: 3090.14 ms [2022-04-04 18:48:26 main:581] : INFO : Epoch 2030 | loss: 0.0312537 | val_loss: 0.031254 | Time: 3082.62 ms [2022-04-04 18:48:29 main:581] : INFO : Epoch 2031 | loss: 0.0312534 | val_loss: 0.0312532 | Time: 3086.92 ms [2022-04-04 18:48:32 main:581] : INFO : Epoch 2032 | loss: 0.0312532 | val_loss: 0.0312529 | Time: 3062.13 ms [2022-04-04 18:48:35 main:581] : INFO : Epoch 2033 | loss: 0.0312529 | val_loss: 0.031253 | Time: 3078.43 ms [2022-04-04 18:48:38 main:581] : INFO : Epoch 2034 | loss: 0.0312527 | val_loss: 0.0312528 | Time: 3070.89 ms [2022-04-04 18:48:41 main:581] : INFO : Epoch 2035 | loss: 0.0312529 | val_loss: 0.0312524 | Time: 2391.89 ms [2022-04-04 18:48:43 main:581] : INFO : Epoch 2036 | loss: 0.0312524 | val_loss: 0.0312522 | Time: 2177.84 ms [2022-04-04 18:48:46 main:581] : INFO : Epoch 2037 | loss: 0.0312523 | val_loss: 0.0312524 | Time: 3000.11 ms [2022-04-04 18:48:49 main:581] : INFO : Epoch 2038 | loss: 0.0312522 | val_loss: 0.0312519 | Time: 3022.75 ms [2022-04-04 18:48:52 main:581] : INFO : Epoch 2039 | loss: 0.031252 | val_loss: 0.0312521 | Time: 3016.15 ms [2022-04-04 18:48:55 main:581] : INFO : Epoch 2040 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 3014.19 ms [2022-04-04 18:48:58 main:581] : INFO : Epoch 2041 | loss: 0.031252 | val_loss: 0.0312521 | Time: 3014.66 ms [2022-04-04 18:49:01 main:581] : INFO : Epoch 2042 | loss: 0.031252 | val_loss: 0.0312518 | Time: 3019.61 ms [2022-04-04 18:49:04 main:581] : INFO : Epoch 2043 | loss: 0.0312516 | val_loss: 0.0312531 | Time: 3040.17 ms [2022-04-04 18:49:07 main:581] : INFO : Epoch 2044 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 3160.63 ms [2022-04-04 18:49:10 main:581] : INFO : Epoch 2045 | loss: 0.0312517 | val_loss: 0.031251 | Time: 3084.27 ms [2022-04-04 18:49:13 main:581] : INFO : Epoch 2046 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 3113.8 ms [2022-04-04 18:49:16 main:581] : INFO : Epoch 2047 | loss: 0.0312523 | val_loss: 0.0312519 | Time: 3097.25 ms [2022-04-04 18:49:19 main:581] : INFO : Epoch 2048 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 3095.56 ms [2022-04-04 18:49:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312519 [2022-04-04 18:49:19 main:610] : INFO : Saving end state to config to file [2022-04-04 18:49:19 main:615] : INFO : Success, exiting.. 18:49:19 (1541299): 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)