Task 7663271
| Name | ParityModified-1631728941-31199-2_1 |
| Workunit | 5248335 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:31:16 UTC |
| Report deadline | 5 Oct 2021, 2:31:16 UTC |
| Received | 29 Sep 2021, 2:38:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6200 |
| Run time | 1 hours 43 min 26 sec |
| CPU time | 1 hours 30 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 796.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> -28 18:59:30 main:574] : INFO : Epoch 1542 | loss: 0.0311023 | val_loss: 0.0311894 | Time: 2940.55 ms [2021-09-28 18:59:33 main:574] : INFO : Epoch 1543 | loss: 0.0310969 | val_loss: 0.031198 | Time: 2881.9 ms [2021-09-28 18:59:36 main:574] : INFO : Epoch 1544 | loss: 0.0310963 | val_loss: 0.0311898 | Time: 2884.99 ms [2021-09-28 18:59:39 main:574] : INFO : Epoch 1545 | loss: 0.0310892 | val_loss: 0.0311984 | Time: 2904.22 ms [2021-09-28 18:59:42 main:574] : INFO : Epoch 1546 | loss: 0.0310943 | val_loss: 0.0312098 | Time: 2931.97 ms [2021-09-28 18:59:45 main:574] : INFO : Epoch 1547 | loss: 0.0310894 | val_loss: 0.0311911 | Time: 2928.12 ms [2021-09-28 18:59:48 main:574] : INFO : Epoch 1548 | loss: 0.0310898 | val_loss: 0.031196 | Time: 2949.21 ms [2021-09-28 18:59:51 main:574] : INFO : Epoch 1549 | loss: 0.0310884 | val_loss: 0.0311935 | Time: 2947.04 ms [2021-09-28 18:59:54 main:574] : INFO : Epoch 1550 | loss: 0.0311012 | val_loss: 0.0311884 | Time: 2936.15 ms [2021-09-28 18:59:57 main:574] : INFO : Epoch 1551 | loss: 0.0311106 | val_loss: 0.031199 | Time: 2897.75 ms [2021-09-28 19:00:20 main:574] : INFO : Epoch 1552 | loss: 0.0311063 | val_loss: 0.031189 | Time: 23032 ms [2021-09-28 19:00:23 main:574] : INFO : Epoch 1553 | loss: 0.0311043 | val_loss: 0.0311997 | Time: 2970.61 ms [2021-09-28 19:00:26 main:574] : INFO : Epoch 1554 | loss: 0.0311045 | val_loss: 0.0311933 | Time: 2932.24 ms [2021-09-28 19:00:30 main:574] : INFO : Epoch 1555 | loss: 0.0310967 | val_loss: 0.0312043 | Time: 2982.64 ms [2021-09-28 19:00:33 main:574] : INFO : Epoch 1556 | loss: 0.0310899 | val_loss: 0.0312021 | Time: 2905.64 ms [2021-09-28 19:00:35 main:574] : INFO : Epoch 1557 | loss: 0.0310871 | val_loss: 0.0311983 | Time: 2911.11 ms [2021-09-28 19:00:38 main:574] : INFO : Epoch 1558 | loss: 0.0310835 | val_loss: 0.0312025 | Time: 2919.31 ms [2021-09-28 19:00:41 main:574] : INFO : Epoch 1559 | loss: 0.0310865 | val_loss: 0.0312076 | Time: 2884.69 ms [2021-09-28 19:00:44 main:574] : INFO : Epoch 1560 | loss: 0.0310901 | val_loss: 0.0311953 | Time: 2899.67 ms [2021-09-28 19:00:48 main:574] : INFO : Epoch 1561 | loss: 0.0310874 | val_loss: 0.031201 | Time: 3005.52 ms [2021-09-28 19:00:51 main:574] : INFO : Epoch 1562 | loss: 0.0310854 | val_loss: 0.0312077 | Time: 2902.28 ms [2021-09-28 19:00:54 main:574] : INFO : Epoch 1563 | loss: 0.0310938 | val_loss: 0.031206 | Time: 2994.04 ms [2021-09-28 19:00:57 main:574] : INFO : Epoch 1564 | loss: 0.0310947 | val_loss: 0.0312006 | Time: 2898.31 ms [2021-09-28 19:01:00 main:574] : INFO : Epoch 1565 | loss: 0.0310906 | val_loss: 0.031204 | Time: 2921.12 ms [2021-09-28 19:01:23 main:574] : INFO : Epoch 1566 | loss: 0.0310873 | val_loss: 0.031204 | Time: 22864.8 ms [2021-09-28 19:01:26 main:574] : INFO : Epoch 1567 | loss: 0.0310912 | val_loss: 0.0312039 | Time: 2916.32 ms [2021-09-28 19:01:29 main:574] : INFO : Epoch 1568 | loss: 0.0311006 | val_loss: 0.0311991 | Time: 2917.27 ms [2021-09-28 19:01:32 main:574] : INFO : Epoch 1569 | loss: 0.0310954 | val_loss: 0.0311992 | Time: 2994.08 ms [2021-09-28 19:01:35 main:574] : INFO : Epoch 1570 | loss: 0.0310881 | val_loss: 0.0312102 | Time: 2905.42 ms [2021-09-28 19:01:38 main:574] : INFO : Epoch 1571 | loss: 0.0310877 | val_loss: 0.0312215 | Time: 2949.65 ms [2021-09-28 19:01:41 main:574] : INFO : Epoch 1572 | loss: 0.0310855 | val_loss: 0.0312011 | Time: 2959.89 ms [2021-09-28 19:01:44 main:574] : INFO : Epoch 1573 | loss: 0.031093 | val_loss: 0.0312044 | Time: 2939.54 ms [2021-09-28 19:01:47 main:574] : INFO : Epoch 1574 | loss: 0.0310911 | val_loss: 0.0311979 | Time: 2887.25 ms [2021-09-28 19:01:50 main:574] : INFO : Epoch 1575 | loss: 0.0310869 | val_loss: 0.0311912 | Time: 2918.59 ms [2021-09-28 19:01:53 main:574] : INFO : Epoch 1576 | loss: 0.0310893 | val_loss: 0.0312028 | Time: 2936.1 ms [2021-09-28 19:01:56 main:574] : INFO : Epoch 1577 | loss: 0.0310881 | val_loss: 0.0312047 | Time: 3009.39 ms [2021-09-28 19:01:59 main:574] : INFO : Epoch 1578 | loss: 0.0310871 | val_loss: 0.0311939 | Time: 2897.37 ms [2021-09-28 19:02:22 main:574] : INFO : Epoch 1579 | loss: 0.0311095 | val_loss: 0.0312046 | Time: 22950.7 ms [2021-09-28 19:02:25 main:574] : INFO : Epoch 1580 | loss: 0.0311013 | val_loss: 0.0311953 | Time: 2937.69 ms [2021-09-28 19:02:28 main:574] : INFO : Epoch 1581 | loss: 0.0310969 | val_loss: 0.0312018 | Time: 2893.54 ms [2021-09-28 19:02:31 main:574] : INFO : Epoch 1582 | loss: 0.031098 | val_loss: 0.0311941 | Time: 2889.78 ms [2021-09-28 19:02:34 main:574] : INFO : Epoch 1583 | loss: 0.0311078 | val_loss: 0.0311975 | Time: 2977.21 ms [2021-09-28 19:02:37 main:574] : INFO : Epoch 1584 | loss: 0.031098 | val_loss: 0.0311954 | Time: 2917.34 ms [2021-09-28 19:02:40 main:574] : INFO : Epoch 1585 | loss: 0.0310926 | val_loss: 0.031201 | Time: 2901.78 ms [2021-09-28 19:02:43 main:574] : INFO : Epoch 1586 | loss: 0.0310825 | val_loss: 0.0311977 | Time: 2978.16 ms [2021-09-28 19:02:46 main:574] : INFO : Epoch 1587 | loss: 0.0310857 | val_loss: 0.0312018 | Time: 2900.12 ms [2021-09-28 19:02:49 main:574] : INFO : Epoch 1588 | loss: 0.0310849 | val_loss: 0.0312026 | Time: 2897.89 ms [2021-09-28 19:02:52 main:574] : INFO : Epoch 1589 | loss: 0.0310816 | val_loss: 0.0312023 | Time: 2934.5 ms [2021-09-28 19:02:55 main:574] : INFO : Epoch 1590 | loss: 0.0311055 | val_loss: 0.0311902 | Time: 3014.94 ms [2021-09-28 19:02:58 main:574] : INFO : Epoch 1591 | loss: 0.0311107 | val_loss: 0.0311926 | Time: 2890.45 ms [2021-09-28 19:03:21 main:574] : INFO : Epoch 1592 | loss: 0.0311008 | val_loss: 0.0312025 | Time: 23014.3 ms [2021-09-28 19:03:24 main:574] : INFO : Epoch 1593 | loss: 0.0311004 | val_loss: 0.031195 | Time: 2980.78 ms [2021-09-28 19:03:27 main:574] : INFO : Epoch 1594 | loss: 0.0311044 | val_loss: 0.0311974 | Time: 2942.74 ms [2021-09-28 19:03:30 main:574] : INFO : Epoch 1595 | loss: 0.0311011 | val_loss: 0.0311997 | Time: 2894.81 ms [2021-09-28 19:03:33 main:574] : INFO : Epoch 1596 | loss: 0.0310959 | val_loss: 0.0311985 | Time: 2919.91 ms [2021-09-28 19:03:36 main:574] : INFO : Epoch 1597 | loss: 0.0310926 | val_loss: 0.0311993 | Time: 3030.17 ms [2021-09-28 19:03:40 main:574] : INFO : Epoch 1598 | loss: 0.03109 | val_loss: 0.0312031 | Time: 2899.59 ms [2021-09-28 19:03:53 main:574] : INFO : Epoch 1599 | loss: 0.0310914 | val_loss: 0.0312052 | Time: 12803.9 ms [2021-09-28 19:03:56 main:574] : INFO : Epoch 1600 | loss: 0.0310976 | val_loss: 0.0311888 | Time: 2944.65 ms [2021-09-28 19:03:59 main:574] : INFO : Epoch 1601 | loss: 0.0311115 | val_loss: 0.0311956 | Time: 2972.41 ms [2021-09-28 19:04:22 main:574] : INFO : Epoch 1602 | loss: 0.0311066 | val_loss: 0.0312011 | Time: 22880.8 ms [2021-09-28 19:04:25 main:574] : INFO : Epoch 1603 | loss: 0.0311062 | val_loss: 0.0312151 | Time: 2902.39 ms [2021-09-28 19:04:29 main:574] : INFO : Epoch 1604 | loss: 0.0311014 | val_loss: 0.0312032 | Time: 2987.63 ms [2021-09-28 19:04:32 main:574] : INFO : Epoch 1605 | loss: 0.0310961 | val_loss: 0.0312118 | Time: 2922.44 ms [2021-09-28 19:04:35 main:574] : INFO : Epoch 1606 | loss: 0.0310949 | val_loss: 0.0311872 | Time: 2965.38 ms [2021-09-28 19:04:38 main:574] : INFO : Epoch 1607 | loss: 0.031109 | val_loss: 0.031192 | Time: 2949.39 ms [2021-09-28 19:04:41 main:574] : INFO : Epoch 1608 | loss: 0.0311001 | val_loss: 0.0311998 | Time: 2971.44 ms [2021-09-28 19:04:44 main:574] : INFO : Epoch 1609 | loss: 0.031099 | val_loss: 0.0312133 | Time: 2884.53 ms [2021-09-28 19:04:47 main:574] : INFO : Epoch 1610 | loss: 0.0310944 | val_loss: 0.031194 | Time: 2882.25 ms [2021-09-28 19:04:50 main:574] : INFO : Epoch 1611 | loss: 0.0310882 | val_loss: 0.0312046 | Time: 2932.14 ms [2021-09-28 19:04:53 main:574] : INFO : Epoch 1612 | loss: 0.0310881 | val_loss: 0.0312054 | Time: 2905 ms [2021-09-28 19:04:56 main:574] : INFO : Epoch 1613 | loss: 0.0310849 | val_loss: 0.0312059 | Time: 2953.28 ms [2021-09-28 19:04:59 main:574] : INFO : Epoch 1614 | loss: 0.0310858 | val_loss: 0.0312037 | Time: 2970.45 ms [2021-09-28 19:05:22 main:574] : INFO : Epoch 1615 | loss: 0.0311061 | val_loss: 0.0311904 | Time: 22842.2 ms [2021-09-28 19:05:25 main:574] : INFO : Epoch 1616 | loss: 0.0310984 | val_loss: 0.0311867 | Time: 2986.6 ms [2021-09-28 19:05:28 main:574] : INFO : Epoch 1617 | loss: 0.0310947 | val_loss: 0.0312 | Time: 2985.73 ms [2021-09-28 19:05:31 main:574] : INFO : Epoch 1618 | loss: 0.0310867 | val_loss: 0.0312011 | Time: 2971.34 ms [2021-09-28 19:05:44 main:574] : INFO : Epoch 1619 | loss: 0.0310863 | val_loss: 0.0311904 | Time: 12842.5 ms [2021-09-28 19:05:47 main:574] : INFO : Epoch 1620 | loss: 0.0311017 | val_loss: 0.0312113 | Time: 2922.56 ms [2021-09-28 19:05:50 main:574] : INFO : Epoch 1621 | loss: 0.0311264 | val_loss: 0.0311757 | Time: 2906.21 ms [2021-09-28 19:05:53 main:574] : INFO : Epoch 1622 | loss: 0.0311266 | val_loss: 0.0311803 | Time: 2893.4 ms [2021-09-28 19:05:56 main:574] : INFO : Epoch 1623 | loss: 0.0311215 | val_loss: 0.0311772 | Time: 2925.68 ms [2021-09-28 19:05:59 main:574] : INFO : Epoch 1624 | loss: 0.0311125 | val_loss: 0.031183 | Time: 2950.26 ms [2021-09-28 19:06:22 main:574] : INFO : Epoch 1625 | loss: 0.0311035 | val_loss: 0.0311902 | Time: 22840 ms [2021-09-28 19:06:25 main:574] : INFO : Epoch 1626 | loss: 0.0310999 | val_loss: 0.0311963 | Time: 2921.21 ms [2021-09-28 19:06:28 main:574] : INFO : Epoch 1627 | loss: 0.0310941 | val_loss: 0.0311903 | Time: 3000.66 ms [2021-09-28 19:06:31 main:574] : INFO : Epoch 1628 | loss: 0.0310904 | val_loss: 0.0311914 | Time: 2959.53 ms [2021-09-28 19:06:34 main:574] : INFO : Epoch 1629 | loss: 0.0310878 | val_loss: 0.0311916 | Time: 2958.34 ms [2021-09-28 19:06:37 main:574] : INFO : Epoch 1630 | loss: 0.0310935 | val_loss: 0.0312067 | Time: 2906.62 ms [2021-09-28 19:06:40 main:574] : INFO : Epoch 1631 | loss: 0.0310994 | val_loss: 0.0311916 | Time: 2888.95 ms [2021-09-28 19:06:44 main:574] : INFO : Epoch 1632 | loss: 0.0310956 | val_loss: 0.0312012 | Time: 2977.98 ms [2021-09-28 19:06:47 main:574] : INFO : Epoch 1633 | loss: 0.0310907 | val_loss: 0.031194 | Time: 2887.63 ms [2021-09-28 19:06:50 main:574] : INFO : Epoch 1634 | loss: 0.0310884 | val_loss: 0.031208 | Time: 2945.83 ms [2021-09-28 19:06:53 main:574] : INFO : Epoch 1635 | loss: 0.0310878 | val_loss: 0.0312063 | Time: 2964.36 ms [2021-09-28 19:06:56 main:574] : INFO : Epoch 1636 | loss: 0.0310922 | val_loss: 0.0312069 | Time: 2966.07 ms [2021-09-28 19:06:59 main:574] : INFO : Epoch 1637 | loss: 0.0310929 | val_loss: 0.0312021 | Time: 2947.78 ms [2021-09-28 19:07:22 main:574] : INFO : Epoch 1638 | loss: 0.031089 | val_loss: 0.031207 | Time: 22996.2 ms [2021-09-28 19:07:25 main:574] : INFO : Epoch 1639 | loss: 0.0310843 | val_loss: 0.031206 | Time: 2960.83 ms [2021-09-28 19:07:28 main:574] : INFO : Epoch 1640 | loss: 0.0310887 | val_loss: 0.0312058 | Time: 2985.24 ms [2021-09-28 19:07:31 main:574] : INFO : Epoch 1641 | loss: 0.0310929 | val_loss: 0.0312021 | Time: 2906.66 ms [2021-09-28 19:07:44 main:574] : INFO : Epoch 1642 | loss: 0.0310909 | val_loss: 0.0312095 | Time: 12970.2 ms [2021-09-28 19:07:47 main:574] : INFO : Epoch 1643 | loss: 0.0310891 | val_loss: 0.0312132 | Time: 2882.12 ms [2021-09-28 19:07:50 main:574] : INFO : Epoch 1644 | loss: 0.0310855 | val_loss: 0.0312152 | Time: 2884.59 ms [2021-09-28 19:07:53 main:574] : INFO : Epoch 1645 | loss: 0.0310867 | val_loss: 0.0312044 | Time: 2925.46 ms [2021-09-28 19:07:56 main:574] : INFO : Epoch 1646 | loss: 0.0310872 | val_loss: 0.0312066 | Time: 2978.43 ms [2021-09-28 19:07:59 main:574] : INFO : Epoch 1647 | loss: 0.0310925 | val_loss: 0.0311994 | Time: 2911.59 ms [2021-09-28 19:08:22 main:574] : INFO : Epoch 1648 | loss: 0.0310915 | val_loss: 0.0311965 | Time: 22917.1 ms [2021-09-28 19:08:25 main:574] : INFO : Epoch 1649 | loss: 0.0310884 | val_loss: 0.0312062 | Time: 2880.44 ms [2021-09-28 19:08:28 main:574] : INFO : Epoch 1650 | loss: 0.0310848 | val_loss: 0.0312046 | Time: 2932.79 ms [2021-09-28 19:08:31 main:574] : INFO : Epoch 1651 | loss: 0.0310886 | val_loss: 0.0312076 | Time: 2905.56 ms [2021-09-28 19:08:34 main:574] : INFO : Epoch 1652 | loss: 0.0310903 | val_loss: 0.0312001 | Time: 2890.15 ms [2021-09-28 19:08:37 main:574] : INFO : Epoch 1653 | loss: 0.0311069 | val_loss: 0.0311888 | Time: 2936.69 ms [2021-09-28 19:08:40 main:574] : INFO : Epoch 1654 | loss: 0.0311005 | val_loss: 0.0311915 | Time: 2941.27 ms [2021-09-28 19:08:43 main:574] : INFO : Epoch 1655 | loss: 0.0310925 | val_loss: 0.0312034 | Time: 2897.42 ms [2021-09-28 19:08:46 main:574] : INFO : Epoch 1656 | loss: 0.0310863 | val_loss: 0.0312039 | Time: 2989.26 ms [2021-09-28 19:08:49 main:574] : INFO : Epoch 1657 | loss: 0.0310881 | val_loss: 0.031198 | Time: 2912.14 ms [2021-09-28 19:08:53 main:574] : INFO : Epoch 1658 | loss: 0.0310901 | val_loss: 0.0311943 | Time: 2992.29 ms [2021-09-28 19:08:56 main:574] : INFO : Epoch 1659 | loss: 0.0310877 | val_loss: 0.0311934 | Time: 3037.34 ms [2021-09-28 19:08:59 main:574] : INFO : Epoch 1660 | loss: 0.0310863 | val_loss: 0.031198 | Time: 2946.08 ms [2021-09-28 19:09:22 main:574] : INFO : Epoch 1661 | loss: 0.0310951 | val_loss: 0.0312039 | Time: 23002.3 ms [2021-09-28 19:09:25 main:574] : INFO : Epoch 1662 | loss: 0.0310912 | val_loss: 0.0312078 | Time: 2855.06 ms [2021-09-28 19:09:28 main:574] : INFO : Epoch 1663 | loss: 0.0310872 | val_loss: 0.0311951 | Time: 2861.32 ms [2021-09-28 19:09:31 main:574] : INFO : Epoch 1664 | loss: 0.0310851 | val_loss: 0.031198 | Time: 2871.03 ms [2021-09-28 19:09:34 main:574] : INFO : Epoch 1665 | loss: 0.0310856 | val_loss: 0.0312086 | Time: 2911.66 ms [2021-09-28 19:09:37 main:574] : INFO : Epoch 1666 | loss: 0.0310875 | val_loss: 0.0311984 | Time: 2860.82 ms [2021-09-28 19:09:40 main:574] : INFO : Epoch 1667 | loss: 0.0310889 | val_loss: 0.0312028 | Time: 2879.78 ms [2021-09-28 19:09:43 main:574] : INFO : Epoch 1668 | loss: 0.0310907 | val_loss: 0.0311964 | Time: 2942.32 ms [2021-09-28 19:09:46 main:574] : INFO : Epoch 1669 | loss: 0.0310858 | val_loss: 0.0311991 | Time: 2941.28 ms [2021-09-28 19:09:49 main:574] : INFO : Epoch 1670 | loss: 0.0310854 | val_loss: 0.0312003 | Time: 2911.43 ms [2021-09-28 19:09:52 main:574] : INFO : Epoch 1671 | loss: 0.0311017 | val_loss: 0.0311975 | Time: 2883.65 ms [2021-09-28 19:09:55 main:574] : INFO : Epoch 1672 | loss: 0.0310992 | val_loss: 0.0312072 | Time: 2882.3 ms [2021-09-28 19:09:58 main:574] : INFO : Epoch 1673 | loss: 0.0311009 | val_loss: 0.0312073 | Time: 2849.12 ms [2021-09-28 19:10:01 main:574] : INFO : Epoch 1674 | loss: 0.0311009 | val_loss: 0.0312121 | Time: 2937.45 ms [2021-09-28 19:10:24 main:574] : INFO : Epoch 1675 | loss: 0.0310932 | val_loss: 0.0312062 | Time: 22974.3 ms [2021-09-28 19:10:27 main:574] : INFO : Epoch 1676 | loss: 0.0310856 | val_loss: 0.0312152 | Time: 2903.4 ms [2021-09-28 19:10:30 main:574] : INFO : Epoch 1677 | loss: 0.0310842 | val_loss: 0.0312064 | Time: 2926.96 ms [2021-09-28 19:10:33 main:574] : INFO : Epoch 1678 | loss: 0.0310853 | val_loss: 0.0312155 | Time: 2941.26 ms [2021-09-28 19:10:36 main:574] : INFO : Epoch 1679 | loss: 0.0310806 | val_loss: 0.0312045 | Time: 2912.29 ms [2021-09-28 19:10:39 main:574] : INFO : Epoch 1680 | loss: 0.0310804 | val_loss: 0.031206 | Time: 2869.72 ms [2021-09-28 19:10:42 main:574] : INFO : Epoch 1681 | loss: 0.0310837 | val_loss: 0.0312122 | Time: 2931.23 ms [2021-09-28 19:10:45 main:574] : INFO : Epoch 1682 | loss: 0.0310816 | val_loss: 0.0312069 | Time: 2864.51 ms [2021-09-28 19:10:48 main:574] : INFO : Epoch 1683 | loss: 0.0310781 | val_loss: 0.0312049 | Time: 2921.16 ms [2021-09-28 19:10:51 main:574] : INFO : Epoch 1684 | loss: 0.0310786 | val_loss: 0.0312164 | Time: 2859.9 ms [2021-09-28 19:10:54 main:574] : INFO : Epoch 1685 | loss: 0.0310834 | val_loss: 0.0311971 | Time: 2863.93 ms [2021-09-28 19:10:56 main:574] : INFO : Epoch 1686 | loss: 0.0310993 | val_loss: 0.031186 | Time: 2922.55 ms [2021-09-28 19:10:59 main:574] : INFO : Epoch 1687 | loss: 0.0310972 | val_loss: 0.0312072 | Time: 2928.77 ms [2021-09-28 19:11:22 main:574] : INFO : Epoch 1688 | loss: 0.031089 | val_loss: 0.0312138 | Time: 22885.8 ms [2021-09-28 19:11:25 main:574] : INFO : Epoch 1689 | loss: 0.0310977 | val_loss: 0.0311984 | Time: 2861.51 ms [2021-09-28 19:11:29 main:574] : INFO : Epoch 1690 | loss: 0.0311215 | val_loss: 0.0311875 | Time: 2881.44 ms [2021-09-28 19:11:32 main:574] : INFO : Epoch 1691 | loss: 0.0311335 | val_loss: 0.0311909 | Time: 2995.13 ms [2021-09-28 19:11:35 main:574] : INFO : Epoch 1692 | loss: 0.0311229 | val_loss: 0.0312016 | Time: 2912.39 ms [2021-09-28 19:11:38 main:574] : INFO : Epoch 1693 | loss: 0.0311144 | val_loss: 0.0311895 | Time: 2916.74 ms [2021-09-28 19:11:41 main:574] : INFO : Epoch 1694 | loss: 0.0311051 | val_loss: 0.0311932 | Time: 2903.78 ms [2021-09-28 19:11:44 main:574] : INFO : Epoch 1695 | loss: 0.0311006 | val_loss: 0.0312047 | Time: 2899.41 ms [2021-09-28 19:11:46 main:574] : INFO : Epoch 1696 | loss: 0.0310986 | val_loss: 0.0311955 | Time: 2894.69 ms [2021-09-28 19:11:49 main:574] : INFO : Epoch 1697 | loss: 0.031097 | val_loss: 0.031207 | Time: 2851.77 ms [2021-09-28 19:11:52 main:574] : INFO : Epoch 1698 | loss: 0.0310934 | val_loss: 0.031203 | Time: 2937.29 ms [2021-09-28 19:11:55 main:574] : INFO : Epoch 1699 | loss: 0.0310947 | val_loss: 0.0311963 | Time: 2879.79 ms [2021-09-28 19:11:58 main:574] : INFO : Epoch 1700 | loss: 0.0310894 | val_loss: 0.0312093 | Time: 2903 ms [2021-09-28 19:12:01 main:574] : INFO : Epoch 1701 | loss: 0.0310884 | val_loss: 0.0312194 | Time: 2927.37 ms [2021-09-28 19:12:24 main:574] : INFO : Epoch 1702 | loss: 0.0310944 | val_loss: 0.0311978 | Time: 22958.9 ms [2021-09-28 19:12:28 main:574] : INFO : Epoch 1703 | loss: 0.0310985 | val_loss: 0.0312008 | Time: 2884.76 ms [2021-09-28 19:12:31 main:574] : INFO : Epoch 1704 | loss: 0.0310957 | val_loss: 0.0312105 | Time: 2908.47 ms [2021-09-28 19:12:34 main:574] : INFO : Epoch 1705 | loss: 0.0310926 | val_loss: 0.0311967 | Time: 2920.42 ms [2021-09-28 19:12:37 main:574] : INFO : Epoch 1706 | loss: 0.0310987 | val_loss: 0.031197 | Time: 3019.55 ms [2021-09-28 19:12:40 main:574] : INFO : Epoch 1707 | loss: 0.0310957 | val_loss: 0.0312009 | Time: 2991.74 ms [2021-09-28 19:12:53 main:574] : INFO : Epoch 1708 | loss: 0.031091 | val_loss: 0.0311956 | Time: 12938.6 ms [2021-09-28 19:12:56 main:574] : INFO : Epoch 1709 | loss: 0.031087 | val_loss: 0.0311953 | Time: 2897.6 ms [2021-09-28 19:12:59 main:574] : INFO : Epoch 1710 | loss: 0.0310861 | val_loss: 0.0312062 | Time: 2880.86 ms [2021-09-28 19:13:02 main:574] : INFO : Epoch 1711 | loss: 0.0310884 | val_loss: 0.031208 | Time: 2993.55 ms [2021-09-28 19:13:25 main:574] : INFO : Epoch 1712 | loss: 0.0310862 | val_loss: 0.0311941 | Time: 22892.2 ms [2021-09-28 19:13:28 main:574] : INFO : Epoch 1713 | loss: 0.0310849 | val_loss: 0.031202 | Time: 3068.04 ms [2021-09-28 19:13:31 main:574] : INFO : Epoch 1714 | loss: 0.0310854 | val_loss: 0.031214 | Time: 2950.57 ms [2021-09-28 19:14:25 main:574] : INFO : Epoch 1715 | loss: 0.0310794 | val_loss: 0.0312143 | Time: 2835.5 ms [2021-09-28 19:14:28 main:574] : INFO : Epoch 1716 | loss: 0.0310778 | val_loss: 0.0312086 | Time: 3026.92 ms [2021-09-28 19:14:31 main:574] : INFO : Epoch 1717 | loss: 0.0310767 | val_loss: 0.0312008 | Time: 2920.03 ms [2021-09-28 19:14:34 main:574] : INFO : Epoch 1718 | loss: 0.0310806 | val_loss: 0.0312191 | Time: 2891.45 ms [2021-09-28 19:14:37 main:574] : INFO : Epoch 1719 | loss: 0.0310909 | val_loss: 0.0311967 | Time: 2889.85 ms [2021-09-28 19:14:40 main:574] : INFO : Epoch 1720 | loss: 0.0311007 | val_loss: 0.0311889 | Time: 2862.97 ms [2021-09-28 19:14:43 main:574] : INFO : Epoch 1721 | loss: 0.0310981 | val_loss: 0.0312064 | Time: 2894.95 ms [2021-09-28 19:14:46 main:574] : INFO : Epoch 1722 | loss: 0.0310944 | val_loss: 0.0312037 | Time: 2880.02 ms [2021-09-28 19:14:49 main:574] : INFO : Epoch 1723 | loss: 0.0310933 | val_loss: 0.0312018 | Time: 2872.89 ms [2021-09-28 19:14:52 main:574] : INFO : Epoch 1724 | loss: 0.0310884 | val_loss: 0.0311967 | Time: 2859.19 ms [2021-09-28 19:14:55 main:574] : INFO : Epoch 1725 | loss: 0.0310934 | val_loss: 0.031205 | Time: 2910.17 ms [2021-09-28 19:14:58 main:574] : INFO : Epoch 1726 | loss: 0.0310912 | val_loss: 0.0312051 | Time: 2944.19 ms [2021-09-28 19:15:01 main:574] : INFO : Epoch 1727 | loss: 0.031083 | val_loss: 0.0312018 | Time: 2874.03 ms [2021-09-28 19:15:24 main:574] : INFO : Epoch 1728 | loss: 0.0310842 | val_loss: 0.0312053 | Time: 22855.9 ms [2021-09-28 19:15:27 main:574] : INFO : Epoch 1729 | loss: 0.0310811 | val_loss: 0.0312184 | Time: 2853.13 ms [2021-09-28 19:15:30 main:574] : INFO : Epoch 1730 | loss: 0.0310813 | val_loss: 0.0312064 | Time: 2984.19 ms [2021-09-28 19:15:43 main:574] : INFO : Epoch 1731 | loss: 0.031089 | val_loss: 0.0312118 | Time: 12972.8 ms [2021-09-28 19:15:46 main:574] : INFO : Epoch 1732 | loss: 0.0310931 | val_loss: 0.0312072 | Time: 2881.6 ms [2021-09-28 19:15:49 main:574] : INFO : Epoch 1733 | loss: 0.0310907 | val_loss: 0.0312138 | Time: 2922.04 ms [2021-09-28 19:15:52 main:574] : INFO : Epoch 1734 | loss: 0.0310853 | val_loss: 0.0312012 | Time: 2922.4 ms [2021-09-28 19:15:55 main:574] : INFO : Epoch 1735 | loss: 0.0310864 | val_loss: 0.031213 | Time: 2978.75 ms [2021-09-28 19:15:58 main:574] : INFO : Epoch 1736 | loss: 0.0310853 | val_loss: 0.0312081 | Time: 2882.56 ms [2021-09-28 19:16:01 main:574] : INFO : Epoch 1737 | loss: 0.0310855 | val_loss: 0.0312003 | Time: 2893.51 ms [2021-09-28 19:16:24 main:574] : INFO : Epoch 1738 | loss: 0.0310854 | val_loss: 0.0312062 | Time: 22855.4 ms [2021-09-28 19:16:27 main:574] : INFO : Epoch 1739 | loss: 0.0310817 | val_loss: 0.0312106 | Time: 2896.75 ms [2021-09-28 19:16:30 main:574] : INFO : Epoch 1740 | loss: 0.03108 | val_loss: 0.0312085 | Time: 2913.9 ms [2021-09-28 19:16:33 main:574] : INFO : Epoch 1741 | loss: 0.0310824 | val_loss: 0.0312116 | Time: 2943.67 ms [2021-09-28 19:16:36 main:574] : INFO : Epoch 1742 | loss: 0.0310845 | val_loss: 0.0312073 | Time: 2909.93 ms [2021-09-28 19:16:39 main:574] : INFO : Epoch 1743 | loss: 0.0310818 | val_loss: 0.0312011 | Time: 2896.41 ms [2021-09-28 19:16:42 main:574] : INFO : Epoch 1744 | loss: 0.0310852 | val_loss: 0.0312017 | Time: 2890.08 ms [2021-09-28 19:16:55 main:574] : INFO : Epoch 1745 | loss: 0.0310964 | val_loss: 0.0311982 | Time: 12916.7 ms [2021-09-28 19:16:58 main:574] : INFO : Epoch 1746 | loss: 0.031089 | val_loss: 0.0312044 | Time: 2926.79 ms [2021-09-28 19:17:01 main:574] : INFO : Epoch 1747 | loss: 0.031104 | val_loss: 0.0311897 | Time: 3013.34 ms [2021-09-28 19:17:24 main:574] : INFO : Epoch 1748 | loss: 0.0310968 | val_loss: 0.0312156 | Time: 22885.8 ms [2021-09-28 19:17:27 main:574] : INFO : Epoch 1749 | loss: 0.0310908 | val_loss: 0.0312043 | Time: 3010.01 ms [2021-09-28 19:17:30 main:574] : INFO : Epoch 1750 | loss: 0.0310898 | val_loss: 0.0312051 | Time: 2921.26 ms [2021-09-28 19:17:33 main:574] : INFO : Epoch 1751 | loss: 0.0310912 | val_loss: 0.031204 | Time: 2889.84 ms [2021-09-28 19:17:36 main:574] : INFO : Epoch 1752 | loss: 0.0311045 | val_loss: 0.0312031 | Time: 2919.14 ms [2021-09-28 19:17:39 main:574] : INFO : Epoch 1753 | loss: 0.0311024 | val_loss: 0.0311942 | Time: 2916.76 ms [2021-09-28 19:17:42 main:574] : INFO : Epoch 1754 | loss: 0.0310963 | val_loss: 0.0311977 | Time: 2929.71 ms [2021-09-28 19:17:45 main:574] : INFO : Epoch 1755 | loss: 0.0310953 | val_loss: 0.0312011 | Time: 2856.95 ms [2021-09-28 19:17:48 main:574] : INFO : Epoch 1756 | loss: 0.0310922 | val_loss: 0.0311994 | Time: 2910.43 ms [2021-09-28 19:17:51 main:574] : INFO : Epoch 1757 | loss: 0.0310919 | val_loss: 0.0312013 | Time: 2904.19 ms [2021-09-28 19:18:14 main:574] : INFO : Epoch 1758 | loss: 0.031091 | val_loss: 0.0311956 | Time: 22818.5 ms [2021-09-28 19:18:17 main:574] : INFO : Epoch 1759 | loss: 0.0310972 | val_loss: 0.0311901 | Time: 2886.72 ms [2021-09-28 19:18:20 main:574] : INFO : Epoch 1760 | loss: 0.0311154 | val_loss: 0.0311838 | Time: 2859.48 ms [2021-09-28 19:18:23 main:574] : INFO : Epoch 1761 | loss: 0.0311071 | val_loss: 0.0311933 | Time: 2929.07 ms [2021-09-28 19:18:26 main:574] : INFO : Epoch 1762 | loss: 0.0311026 | val_loss: 0.0311963 | Time: 2922.48 ms [2021-09-28 19:18:29 main:574] : INFO : Epoch 1763 | loss: 0.031102 | val_loss: 0.0311894 | Time: 2948.61 ms [2021-09-28 19:18:32 main:574] : INFO : Epoch 1764 | loss: 0.0311053 | val_loss: 0.0311938 | Time: 2953.67 ms [2021-09-28 19:18:35 main:574] : INFO : Epoch 1765 | loss: 0.0311123 | val_loss: 0.0311869 | Time: 2935.21 ms [2021-09-28 19:18:38 main:574] : INFO : Epoch 1766 | loss: 0.031105 | val_loss: 0.0311929 | Time: 2857.66 ms [2021-09-28 19:18:41 main:574] : INFO : Epoch 1767 | loss: 0.0310989 | val_loss: 0.0312038 | Time: 2972.35 ms [2021-09-28 19:18:44 main:574] : INFO : Epoch 1768 | loss: 0.0310955 | val_loss: 0.0311958 | Time: 2923.11 ms [2021-09-28 19:18:47 main:574] : INFO : Epoch 1769 | loss: 0.0310958 | val_loss: 0.0312041 | Time: 2913.34 ms [2021-09-28 19:18:51 main:574] : INFO : Epoch 1770 | loss: 0.0310989 | val_loss: 0.0312018 | Time: 2930.12 ms [2021-09-28 19:18:54 main:574] : INFO : Epoch 1771 | loss: 0.031099 | val_loss: 0.0311987 | Time: 2920.2 ms [2021-09-28 19:18:57 main:574] : INFO : Epoch 1772 | loss: 0.0311005 | val_loss: 0.0311971 | Time: 2883.83 ms [2021-09-28 19:19:00 main:574] : INFO : Epoch 1773 | loss: 0.0310938 | val_loss: 0.0312067 | Time: 2910.45 ms [2021-09-28 19:19:13 main:574] : INFO : Epoch 1774 | loss: 0.0310855 | val_loss: 0.0312087 | Time: 13021.6 ms [2021-09-28 19:19:16 main:574] : INFO : Epoch 1775 | loss: 0.0310855 | val_loss: 0.0312045 | Time: 3028 ms [2021-09-28 19:19:19 main:574] : INFO : Epoch 1776 | loss: 0.0310881 | val_loss: 0.0311997 | Time: 2931.46 ms [2021-09-28 19:19:22 main:574] : INFO : Epoch 1777 | loss: 0.0310872 | val_loss: 0.0312006 | Time: 2919.64 ms [2021-09-28 19:19:35 main:574] : INFO : Epoch 1778 | loss: 0.0311014 | val_loss: 0.0311872 | Time: 12936.9 ms [2021-09-28 19:19:38 main:574] : INFO : Epoch 1779 | loss: 0.031139 | val_loss: 0.0311797 | Time: 2905.73 ms [2021-09-28 19:19:41 main:574] : INFO : Epoch 1780 | loss: 0.0311461 | val_loss: 0.0311774 | Time: 2979.24 ms [2021-09-28 19:19:45 main:574] : INFO : Epoch 1781 | loss: 0.031141 | val_loss: 0.0311794 | Time: 2960.68 ms [2021-09-28 19:19:48 main:574] : INFO : Epoch 1782 | loss: 0.0311321 | val_loss: 0.0311793 | Time: 2979.99 ms [2021-09-28 19:19:51 main:574] : INFO : Epoch 1783 | loss: 0.0311272 | val_loss: 0.0311766 | Time: 2939.55 ms [2021-09-28 19:19:53 main:574] : INFO : Epoch 1784 | loss: 0.0311244 | val_loss: 0.0311833 | Time: 2900.72 ms [2021-09-28 19:19:56 main:574] : INFO : Epoch 1785 | loss: 0.0311223 | val_loss: 0.0311742 | Time: 2878 ms [2021-09-28 19:19:59 main:574] : INFO : Epoch 1786 | loss: 0.031121 | val_loss: 0.0311755 | Time: 2946.99 ms [2021-09-28 19:20:02 main:574] : INFO : Epoch 1787 | loss: 0.0311145 | val_loss: 0.0311738 | Time: 2908.9 ms [2021-09-28 19:20:15 main:574] : INFO : Epoch 1788 | loss: 0.0311128 | val_loss: 0.0311814 | Time: 12809.4 ms [2021-09-28 19:20:18 main:574] : INFO : Epoch 1789 | loss: 0.0311086 | val_loss: 0.0311895 | Time: 2917.14 ms [2021-09-28 19:20:21 main:574] : INFO : Epoch 1790 | loss: 0.031105 | val_loss: 0.0311874 | Time: 2927.93 ms [2021-09-28 19:20:24 main:574] : INFO : Epoch 1791 | loss: 0.0311002 | val_loss: 0.0311891 | Time: 2958.09 ms [2021-09-28 19:20:28 main:574] : INFO : Epoch 1792 | loss: 0.0311001 | val_loss: 0.0311837 | Time: 2996.58 ms [2021-09-28 19:20:31 main:574] : INFO : Epoch 1793 | loss: 0.0311003 | val_loss: 0.0311858 | Time: 2986.62 ms [2021-09-28 19:20:34 main:574] : INFO : Epoch 1794 | loss: 0.0310999 | val_loss: 0.0311922 | Time: 2904.79 ms [2021-09-28 19:20:37 main:574] : INFO : Epoch 1795 | loss: 0.0311015 | val_loss: 0.031188 | Time: 2911.04 ms [2021-09-28 19:20:40 main:574] : INFO : Epoch 1796 | loss: 0.0310994 | val_loss: 0.0311929 | Time: 2886.66 ms [2021-09-28 19:20:43 main:574] : INFO : Epoch 1797 | loss: 0.0311011 | val_loss: 0.0311845 | Time: 2893.43 ms [2021-09-28 19:20:46 main:574] : INFO : Epoch 1798 | loss: 0.0311021 | val_loss: 0.0311978 | Time: 2881.77 ms [2021-09-28 19:20:49 main:574] : INFO : Epoch 1799 | loss: 0.0311008 | val_loss: 0.0311993 | Time: 2889.56 ms [2021-09-28 19:20:52 main:574] : INFO : Epoch 1800 | loss: 0.0310981 | val_loss: 0.0311932 | Time: 2978.93 ms [2021-09-28 19:20:55 main:574] : INFO : Epoch 1801 | loss: 0.0310968 | val_loss: 0.0311964 | Time: 2933.08 ms [2021-09-28 19:20:58 main:574] : INFO : Epoch 1802 | loss: 0.0310913 | val_loss: 0.0311941 | Time: 2924.32 ms [2021-09-28 19:21:01 main:574] : INFO : Epoch 1803 | loss: 0.0310992 | val_loss: 0.0311943 | Time: 2925.52 ms [2021-09-28 19:21:24 main:574] : INFO : Epoch 1804 | loss: 0.0310991 | val_loss: 0.0311904 | Time: 22892.9 ms [2021-09-28 19:21:27 main:574] : INFO : Epoch 1805 | loss: 0.0310977 | val_loss: 0.0311966 | Time: 2967.03 ms [2021-09-28 19:21:30 main:574] : INFO : Epoch 1806 | loss: 0.0310972 | val_loss: 0.0311945 | Time: 2944.45 ms [2021-09-28 19:21:33 main:574] : INFO : Epoch 1807 | loss: 0.0310973 | val_loss: 0.0311896 | Time: 2917.73 ms [2021-09-28 19:21:36 main:574] : INFO : Epoch 1808 | loss: 0.0311024 | val_loss: 0.0311995 | Time: 2888.83 ms [2021-09-28 19:21:39 main:574] : INFO : Epoch 1809 | loss: 0.0310985 | val_loss: 0.031195 | Time: 2969.38 ms [2021-09-28 19:21:42 main:574] : INFO : Epoch 1810 | loss: 0.0310901 | val_loss: 0.0311918 | Time: 2918.32 ms [2021-09-28 19:21:45 main:574] : INFO : Epoch 1811 | loss: 0.0310899 | val_loss: 0.0312046 | Time: 2888.77 ms [2021-09-28 19:21:48 main:574] : INFO : Epoch 1812 | loss: 0.03109 | val_loss: 0.0311913 | Time: 2982.6 ms [2021-09-28 19:21:51 main:574] : INFO : Epoch 1813 | loss: 0.0310919 | val_loss: 0.0312001 | Time: 2957.81 ms [2021-09-28 19:21:54 main:574] : INFO : Epoch 1814 | loss: 0.0310965 | val_loss: 0.0312001 | Time: 2954.64 ms [2021-09-28 19:21:57 main:574] : INFO : Epoch 1815 | loss: 0.0310977 | val_loss: 0.0311997 | Time: 2934.58 ms [2021-09-28 19:22:00 main:574] : INFO : Epoch 1816 | loss: 0.0310931 | val_loss: 0.0312037 | Time: 2933.65 ms [2021-09-28 19:22:13 main:574] : INFO : Epoch 1817 | loss: 0.0310899 | val_loss: 0.0311986 | Time: 12906.9 ms [2021-09-28 19:22:17 main:574] : INFO : Epoch 1818 | loss: 0.0310911 | val_loss: 0.0312083 | Time: 2940.02 ms [2021-09-28 19:22:20 main:574] : INFO : Epoch 1819 | loss: 0.0310928 | val_loss: 0.0311997 | Time: 2907.75 ms [2021-09-28 19:22:23 main:574] : INFO : Epoch 1820 | loss: 0.0311014 | val_loss: 0.0311958 | Time: 2901.42 ms [2021-09-28 19:22:26 main:574] : INFO : Epoch 1821 | loss: 0.0310933 | val_loss: 0.0311994 | Time: 2957.83 ms [2021-09-28 19:22:29 main:574] : INFO : Epoch 1822 | loss: 0.0310947 | val_loss: 0.0312068 | Time: 2876.42 ms [2021-09-28 19:22:32 main:574] : INFO : Epoch 1823 | loss: 0.0310917 | val_loss: 0.0311994 | Time: 2953.75 ms [2021-09-28 19:22:35 main:574] : INFO : Epoch 1824 | loss: 0.0311116 | val_loss: 0.0311801 | Time: 2883.9 ms [2021-09-28 19:22:38 main:574] : INFO : Epoch 1825 | loss: 0.031122 | val_loss: 0.0311872 | Time: 2913.54 ms [2021-09-28 19:22:41 main:574] : INFO : Epoch 1826 | loss: 0.0311173 | val_loss: 0.0311942 | Time: 2912.83 ms [2021-09-28 19:22:44 main:574] : INFO : Epoch 1827 | loss: 0.0311111 | val_loss: 0.0311886 | Time: 2950.34 ms [2021-09-28 19:22:47 main:574] : INFO : Epoch 1828 | loss: 0.03111 | val_loss: 0.0311969 | Time: 2929.24 ms [2021-09-28 19:22:50 main:574] : INFO : Epoch 1829 | loss: 0.0311024 | val_loss: 0.0312053 | Time: 2951.33 ms [2021-09-28 19:23:13 main:574] : INFO : Epoch 1830 | loss: 0.0310985 | val_loss: 0.0311987 | Time: 23059.9 ms [2021-09-28 19:23:16 main:574] : INFO : Epoch 1831 | loss: 0.0310974 | val_loss: 0.0311947 | Time: 2883.44 ms [2021-09-28 19:23:19 main:574] : INFO : Epoch 1832 | loss: 0.0310931 | val_loss: 0.0311972 | Time: 2914.41 ms [2021-09-28 19:23:22 main:574] : INFO : Epoch 1833 | loss: 0.0310958 | val_loss: 0.0311927 | Time: 3044.47 ms [2021-09-28 19:23:25 main:574] : INFO : Epoch 1834 | loss: 0.0311117 | val_loss: 0.0312064 | Time: 2959.84 ms [2021-09-28 19:23:28 main:574] : INFO : Epoch 1835 | loss: 0.0311111 | val_loss: 0.0311888 | Time: 2986.59 ms [2021-09-28 19:23:31 main:574] : INFO : Epoch 1836 | loss: 0.0311112 | val_loss: 0.0311927 | Time: 2894.91 ms [2021-09-28 19:23:34 main:574] : INFO : Epoch 1837 | loss: 0.0311157 | val_loss: 0.0311953 | Time: 2957.31 ms [2021-09-28 19:23:37 main:574] : INFO : Epoch 1838 | loss: 0.0311093 | val_loss: 0.0311877 | Time: 2925.67 ms [2021-09-28 19:23:40 main:574] : INFO : Epoch 1839 | loss: 0.0311018 | val_loss: 0.0311886 | Time: 2887.56 ms [2021-09-28 19:23:43 main:574] : INFO : Epoch 1840 | loss: 0.0311003 | val_loss: 0.0311956 | Time: 2930.65 ms [2021-09-28 19:23:47 main:574] : INFO : Epoch 1841 | loss: 0.0310997 | val_loss: 0.0311994 | Time: 2972.65 ms [2021-09-28 19:23:50 main:574] : INFO : Epoch 1842 | loss: 0.031099 | val_loss: 0.0311966 | Time: 2973.37 ms [2021-09-28 19:23:53 main:574] : INFO : Epoch 1843 | loss: 0.0311012 | val_loss: 0.0311951 | Time: 2982.95 ms [2021-09-28 19:23:56 main:574] : INFO : Epoch 1844 | loss: 0.0311137 | val_loss: 0.031187 | Time: 2919.49 ms [2021-09-28 19:23:59 main:574] : INFO : Epoch 1845 | loss: 0.0311145 | val_loss: 0.0311903 | Time: 2979.14 ms [2021-09-28 19:24:02 main:574] : INFO : Epoch 1846 | loss: 0.0311105 | val_loss: 0.0311876 | Time: 2948.85 ms [2021-09-28 19:24:15 main:574] : INFO : Epoch 1847 | loss: 0.0311017 | val_loss: 0.0311927 | Time: 12962.3 ms [2021-09-28 19:24:18 main:574] : INFO : Epoch 1848 | loss: 0.0310971 | val_loss: 0.0311944 | Time: 2969.05 ms [2021-09-28 19:24:21 main:574] : INFO : Epoch 1849 | loss: 0.0310994 | val_loss: 0.0311961 | Time: 2855.54 ms [2021-09-28 19:24:24 main:574] : INFO : Epoch 1850 | loss: 0.0310966 | val_loss: 0.0311957 | Time: 2938 ms [2021-09-28 19:24:27 main:574] : INFO : Epoch 1851 | loss: 0.0310945 | val_loss: 0.0311963 | Time: 2945.65 ms [2021-09-28 19:24:30 main:574] : INFO : Epoch 1852 | loss: 0.031103 | val_loss: 0.0312032 | Time: 2923.79 ms [2021-09-28 19:24:33 main:574] : INFO : Epoch 1853 | loss: 0.0310998 | val_loss: 0.0311921 | Time: 2891.36 ms [2021-09-28 19:24:46 main:574] : INFO : Epoch 1854 | loss: 0.031096 | val_loss: 0.0312088 | Time: 12767 ms [2021-09-28 19:24:49 main:574] : INFO : Epoch 1855 | loss: 0.031095 | val_loss: 0.0311932 | Time: 2873.5 ms [2021-09-28 19:24:52 main:574] : INFO : Epoch 1856 | loss: 0.0310956 | val_loss: 0.0312003 | Time: 2883.34 ms [2021-09-28 19:24:55 main:574] : INFO : Epoch 1857 | loss: 0.0311001 | val_loss: 0.0311999 | Time: 2956.29 ms [2021-09-28 19:24:58 main:574] : INFO : Epoch 1858 | loss: 0.0310948 | val_loss: 0.0312012 | Time: 2981.99 ms [2021-09-28 19:25:01 main:574] : INFO : Epoch 1859 | loss: 0.0310969 | val_loss: 0.031198 | Time: 2932.23 ms [2021-09-28 19:25:14 main:574] : INFO : Epoch 1860 | loss: 0.0313523 | val_loss: 0.0329473 | Time: 12907 ms [2021-09-28 19:25:17 main:574] : INFO : Epoch 1861 | loss: 0.0316403 | val_loss: 0.0313031 | Time: 2883.17 ms [2021-09-28 19:25:20 main:574] : INFO : Epoch 1862 | loss: 0.0313471 | val_loss: 0.0313035 | Time: 2940.9 ms [2021-09-28 19:25:23 main:574] : INFO : Epoch 1863 | loss: 0.0312094 | val_loss: 0.0312286 | Time: 2862.71 ms [2021-09-28 19:25:26 main:574] : INFO : Epoch 1864 | loss: 0.0311123 | val_loss: 0.03121 | Time: 2939.38 ms [2021-09-28 19:25:29 main:574] : INFO : Epoch 1865 | loss: 0.0310945 | val_loss: 0.0311844 | Time: 2873.76 ms [2021-09-28 19:25:32 main:574] : INFO : Epoch 1866 | loss: 0.0310912 | val_loss: 0.0311913 | Time: 2917.77 ms [2021-09-28 19:25:45 main:574] : INFO : Epoch 1867 | loss: 0.0310974 | val_loss: 0.0312027 | Time: 12817.6 ms [2021-09-28 19:25:48 main:574] : INFO : Epoch 1868 | loss: 0.0310963 | val_loss: 0.0311916 | Time: 2913.47 ms [2021-09-28 19:25:51 main:574] : INFO : Epoch 1869 | loss: 0.0310944 | val_loss: 0.0311957 | Time: 2858.24 ms [2021-09-28 19:25:54 main:574] : INFO : Epoch 1870 | loss: 0.0310926 | val_loss: 0.0311971 | Time: 2894.95 ms [2021-09-28 19:25:57 main:574] : INFO : Epoch 1871 | loss: 0.0311003 | val_loss: 0.0311909 | Time: 2928.23 ms [2021-09-28 19:26:00 main:574] : INFO : Epoch 1872 | loss: 0.0310944 | val_loss: 0.0311939 | Time: 2969.77 ms [2021-09-28 19:26:03 main:574] : INFO : Epoch 1873 | loss: 0.0311023 | val_loss: 0.0311978 | Time: 2890.62 ms [2021-09-28 19:26:16 main:574] : INFO : Epoch 1874 | loss: 0.0311012 | val_loss: 0.0311928 | Time: 12892.3 ms [2021-09-28 19:26:19 main:574] : INFO : Epoch 1875 | loss: 0.0310904 | val_loss: 0.0312015 | Time: 2912.94 ms [2021-09-28 19:26:22 main:574] : INFO : Epoch 1876 | loss: 0.0310889 | val_loss: 0.031187 | Time: 2930.05 ms [2021-09-28 19:26:35 main:574] : INFO : Epoch 1877 | loss: 0.031098 | val_loss: 0.0311986 | Time: 12965.2 ms [2021-09-28 19:26:38 main:574] : INFO : Epoch 1878 | loss: 0.0310919 | val_loss: 0.0312005 | Time: 2906.89 ms [2021-09-28 19:26:41 main:574] : INFO : Epoch 1879 | loss: 0.0310928 | val_loss: 0.0312035 | Time: 2919.84 ms [2021-09-28 19:26:44 main:574] : INFO : Epoch 1880 | loss: 0.031098 | val_loss: 0.0311916 | Time: 2856.14 ms [2021-09-28 19:26:47 main:574] : INFO : Epoch 1881 | loss: 0.0311017 | val_loss: 0.0311871 | Time: 2931.12 ms [2021-09-28 19:26:50 main:574] : INFO : Epoch 1882 | loss: 0.031099 | val_loss: 0.0311893 | Time: 2954.45 ms [2021-09-28 19:26:53 main:574] : INFO : Epoch 1883 | loss: 0.0310934 | val_loss: 0.031199 | Time: 2932.29 ms [2021-09-28 19:26:56 main:574] : INFO : Epoch 1884 | loss: 0.0310874 | val_loss: 0.0312029 | Time: 2979.07 ms [2021-09-28 19:26:59 main:574] : INFO : Epoch 1885 | loss: 0.0310889 | val_loss: 0.0312026 | Time: 2852.95 ms [2021-09-28 19:27:02 main:574] : INFO : Epoch 1886 | loss: 0.0310875 | val_loss: 0.0312002 | Time: 2948.42 ms [2021-09-28 19:27:15 main:574] : INFO : Epoch 1887 | loss: 0.0310862 | val_loss: 0.0312108 | Time: 12885.1 ms [2021-09-28 19:27:18 main:574] : INFO : Epoch 1888 | loss: 0.0310859 | val_loss: 0.0312024 | Time: 2916.23 ms [2021-09-28 19:27:21 main:574] : INFO : Epoch 1889 | loss: 0.0311108 | val_loss: 0.0311943 | Time: 2956.32 ms [2021-09-28 19:27:24 main:574] : INFO : Epoch 1890 | loss: 0.0311057 | val_loss: 0.0311942 | Time: 3015.83 ms [2021-09-28 19:27:27 main:574] : INFO : Epoch 1891 | loss: 0.0311002 | val_loss: 0.0311917 | Time: 2926.97 ms [2021-09-28 19:27:30 main:574] : INFO : Epoch 1892 | loss: 0.0311126 | val_loss: 0.0311873 | Time: 2955.71 ms [2021-09-28 19:27:33 main:574] : INFO : Epoch 1893 | loss: 0.0311351 | val_loss: 0.031185 | Time: 2866.75 ms [2021-09-28 19:27:36 main:574] : INFO : Epoch 1894 | loss: 0.0311284 | val_loss: 0.0311855 | Time: 2954.58 ms [2021-09-28 19:27:39 main:574] : INFO : Epoch 1895 | loss: 0.0311191 | val_loss: 0.0311857 | Time: 2996.66 ms [2021-09-28 19:27:42 main:574] : INFO : Epoch 1896 | loss: 0.0311273 | val_loss: 0.031181 | Time: 2902.66 ms [2021-09-28 19:27:55 main:574] : INFO : Epoch 1897 | loss: 0.0311252 | val_loss: 0.0311885 | Time: 12882.2 ms [2021-09-28 19:27:58 main:574] : INFO : Epoch 1898 | loss: 0.0311181 | val_loss: 0.0311877 | Time: 2927.38 ms [2021-09-28 19:28:01 main:574] : INFO : Epoch 1899 | loss: 0.0311087 | val_loss: 0.0311956 | Time: 2934.3 ms [2021-09-28 19:28:14 main:574] : INFO : Epoch 1900 | loss: 0.0311113 | val_loss: 0.0312016 | Time: 12911.8 ms [2021-09-28 19:28:17 main:574] : INFO : Epoch 1901 | loss: 0.0311063 | val_loss: 0.0312023 | Time: 2864.29 ms [2021-09-28 19:28:20 main:574] : INFO : Epoch 1902 | loss: 0.031097 | val_loss: 0.031198 | Time: 2955.6 ms [2021-09-28 19:28:23 main:574] : INFO : Epoch 1903 | loss: 0.0310942 | val_loss: 0.0311992 | Time: 2872.67 ms [2021-09-28 19:28:27 main:574] : INFO : Epoch 1904 | loss: 0.0310984 | val_loss: 0.0311979 | Time: 2914.03 ms [2021-09-28 19:28:30 main:574] : INFO : Epoch 1905 | loss: 0.0311039 | val_loss: 0.0312018 | Time: 2858.87 ms [2021-09-28 19:28:32 main:574] : INFO : Epoch 1906 | loss: 0.0310933 | val_loss: 0.0311979 | Time: 2907.44 ms [2021-09-28 19:28:35 main:574] : INFO : Epoch 1907 | loss: 0.0310892 | val_loss: 0.031203 | Time: 2861.83 ms [2021-09-28 19:28:38 main:574] : INFO : Epoch 1908 | loss: 0.0310892 | val_loss: 0.0311997 | Time: 2939.36 ms [2021-09-28 19:28:41 main:574] : INFO : Epoch 1909 | loss: 0.0310884 | val_loss: 0.0312057 | Time: 2884.01 ms [2021-09-28 19:28:44 main:574] : INFO : Epoch 1910 | loss: 0.0310898 | val_loss: 0.0312057 | Time: 2883.29 ms [2021-09-28 19:28:47 main:574] : INFO : Epoch 1911 | loss: 0.0310908 | val_loss: 0.0311998 | Time: 2940.12 ms [2021-09-28 19:28:50 main:574] : INFO : Epoch 1912 | loss: 0.0310929 | val_loss: 0.0311969 | Time: 2879.46 ms [2021-09-28 19:28:53 main:574] : INFO : Epoch 1913 | loss: 0.0310904 | val_loss: 0.0312012 | Time: 2895.83 ms [2021-09-28 19:28:56 main:574] : INFO : Epoch 1914 | loss: 0.0310838 | val_loss: 0.031203 | Time: 2904.76 ms [2021-09-28 19:28:59 main:574] : INFO : Epoch 1915 | loss: 0.0310817 | val_loss: 0.0312043 | Time: 2960.71 ms [2021-09-28 19:29:02 main:574] : INFO : Epoch 1916 | loss: 0.031084 | val_loss: 0.031206 | Time: 2898.63 ms [2021-09-28 19:29:15 main:574] : INFO : Epoch 1917 | loss: 0.0310875 | val_loss: 0.0312021 | Time: 12925.8 ms [2021-09-28 19:29:18 main:574] : INFO : Epoch 1918 | loss: 0.0310846 | val_loss: 0.031203 | Time: 2857.95 ms [2021-09-28 19:29:21 main:574] : INFO : Epoch 1919 | loss: 0.0310885 | val_loss: 0.0311983 | Time: 2990.61 ms [2021-09-28 19:29:24 main:574] : INFO : Epoch 1920 | loss: 0.0310966 | val_loss: 0.031188 | Time: 2932.14 ms [2021-09-28 19:29:27 main:574] : INFO : Epoch 1921 | loss: 0.03109 | val_loss: 0.0311989 | Time: 2971.49 ms [2021-09-28 19:29:30 main:574] : INFO : Epoch 1922 | loss: 0.0310873 | val_loss: 0.0311955 | Time: 2967.63 ms [2021-09-28 19:29:34 main:574] : INFO : Epoch 1923 | loss: 0.0310903 | val_loss: 0.0312026 | Time: 2994.71 ms [2021-09-28 19:29:37 main:574] : INFO : Epoch 1924 | loss: 0.0310853 | val_loss: 0.031208 | Time: 2940.59 ms [2021-09-28 19:29:40 main:574] : INFO : Epoch 1925 | loss: 0.0310834 | val_loss: 0.0312051 | Time: 2935.87 ms [2021-09-28 19:29:43 main:574] : INFO : Epoch 1926 | loss: 0.0310822 | val_loss: 0.0312175 | Time: 2919.76 ms [2021-09-28 19:29:56 main:574] : INFO : Epoch 1927 | loss: 0.031087 | val_loss: 0.0311982 | Time: 12769.8 ms [2021-09-28 19:29:59 main:574] : INFO : Epoch 1928 | loss: 0.0310889 | val_loss: 0.0312025 | Time: 2902.36 ms [2021-09-28 19:30:02 main:574] : INFO : Epoch 1929 | loss: 0.0310965 | val_loss: 0.031205 | Time: 2959.03 ms [2021-09-28 19:30:15 main:574] : INFO : Epoch 1930 | loss: 0.0311151 | val_loss: 0.0311955 | Time: 12860.8 ms [2021-09-28 19:30:18 main:574] : INFO : Epoch 1931 | loss: 0.0311114 | val_loss: 0.0311872 | Time: 2969.9 ms [2021-09-28 19:30:20 main:574] : INFO : Epoch 1932 | loss: 0.0311023 | val_loss: 0.0312078 | Time: 2884.08 ms [2021-09-28 19:30:23 main:574] : INFO : Epoch 1933 | loss: 0.031097 | val_loss: 0.031193 | Time: 2915.38 ms [2021-09-28 19:30:26 main:574] : INFO : Epoch 1934 | loss: 0.0310976 | val_loss: 0.0311913 | Time: 2906.37 ms [2021-09-28 19:30:29 main:574] : INFO : Epoch 1935 | loss: 0.0310971 | val_loss: 0.03121 | Time: 2892.13 ms [2021-09-28 19:30:32 main:574] : INFO : Epoch 1936 | loss: 0.0310956 | val_loss: 0.0311947 | Time: 2920.64 ms [2021-09-28 19:30:36 main:574] : INFO : Epoch 1937 | loss: 0.0310921 | val_loss: 0.0311959 | Time: 2904.67 ms [2021-09-28 19:30:39 main:574] : INFO : Epoch 1938 | loss: 0.0310921 | val_loss: 0.0312112 | Time: 2944.06 ms [2021-09-28 19:30:42 main:574] : INFO : Epoch 1939 | loss: 0.0311081 | val_loss: 0.0311831 | Time: 2954.94 ms [2021-09-28 19:30:45 main:574] : INFO : Epoch 1940 | loss: 0.0311035 | val_loss: 0.0311991 | Time: 2960.86 ms [2021-09-28 19:30:48 main:574] : INFO : Epoch 1941 | loss: 0.0311266 | val_loss: 0.0311755 | Time: 2964.86 ms [2021-09-28 19:30:51 main:574] : INFO : Epoch 1942 | loss: 0.0311206 | val_loss: 0.0311857 | Time: 2966.95 ms [2021-09-28 19:30:54 main:574] : INFO : Epoch 1943 | loss: 0.0311109 | val_loss: 0.03119 | Time: 2886.33 ms [2021-09-28 19:30:57 main:574] : INFO : Epoch 1944 | loss: 0.0310996 | val_loss: 0.0312028 | Time: 2886.58 ms [2021-09-28 19:31:00 main:574] : INFO : Epoch 1945 | loss: 0.0310954 | val_loss: 0.0311969 | Time: 2889.56 ms [2021-09-28 19:31:03 main:574] : INFO : Epoch 1946 | loss: 0.0310966 | val_loss: 0.0311977 | Time: 2905.25 ms [2021-09-28 19:31:16 main:574] : INFO : Epoch 1947 | loss: 0.0310933 | val_loss: 0.031195 | Time: 12950.8 ms [2021-09-28 19:31:19 main:574] : INFO : Epoch 1948 | loss: 0.031093 | val_loss: 0.0312043 | Time: 3009 ms [2021-09-28 19:31:22 main:574] : INFO : Epoch 1949 | loss: 0.0310877 | val_loss: 0.0312052 | Time: 2923.47 ms [2021-09-28 19:31:35 main:574] : INFO : Epoch 1950 | loss: 0.0310862 | val_loss: 0.0312065 | Time: 12965.8 ms [2021-09-28 19:31:38 main:574] : INFO : Epoch 1951 | loss: 0.0310844 | val_loss: 0.0311936 | Time: 2941.92 ms [2021-09-28 19:31:41 main:574] : INFO : Epoch 1952 | loss: 0.0310888 | val_loss: 0.0312104 | Time: 2970.13 ms [2021-09-28 19:31:44 main:574] : INFO : Epoch 1953 | loss: 0.0310876 | val_loss: 0.0312017 | Time: 2911.4 ms [2021-09-28 19:31:47 main:574] : INFO : Epoch 1954 | loss: 0.0310865 | val_loss: 0.0312036 | Time: 2898.3 ms [2021-09-28 19:31:50 main:574] : INFO : Epoch 1955 | loss: 0.0310881 | val_loss: 0.0312056 | Time: 2900.4 ms [2021-09-28 19:31:53 main:574] : INFO : Epoch 1956 | loss: 0.0310849 | val_loss: 0.0311989 | Time: 3010.89 ms [2021-09-28 19:31:56 main:574] : INFO : Epoch 1957 | loss: 0.0310879 | val_loss: 0.0311963 | Time: 2883.75 ms [2021-09-28 19:31:59 main:574] : INFO : Epoch 1958 | loss: 0.0310972 | val_loss: 0.0312032 | Time: 2880.95 ms [2021-09-28 19:32:02 main:574] : INFO : Epoch 1959 | loss: 0.0310981 | val_loss: 0.0311965 | Time: 2920.65 ms [2021-09-28 19:32:15 main:574] : INFO : Epoch 1960 | loss: 0.0310951 | val_loss: 0.0312022 | Time: 12813.3 ms [2021-09-28 19:32:18 main:574] : INFO : Epoch 1961 | loss: 0.0310913 | val_loss: 0.031189 | Time: 2932.05 ms [2021-09-28 19:32:21 main:574] : INFO : Epoch 1962 | loss: 0.0310923 | val_loss: 0.0312107 | Time: 2956.83 ms [2021-09-28 19:32:24 main:574] : INFO : Epoch 1963 | loss: 0.0310898 | val_loss: 0.031208 | Time: 2925.97 ms [2021-09-28 19:32:27 main:574] : INFO : Epoch 1964 | loss: 0.0310893 | val_loss: 0.0311952 | Time: 2977.1 ms [2021-09-28 19:32:30 main:574] : INFO : Epoch 1965 | loss: 0.0310918 | val_loss: 0.0311912 | Time: 2890.37 ms [2021-09-28 19:32:33 main:574] : INFO : Epoch 1966 | loss: 0.031107 | val_loss: 0.0311926 | Time: 2981.56 ms [2021-09-28 19:32:36 main:574] : INFO : Epoch 1967 | loss: 0.0311093 | val_loss: 0.0312004 | Time: 2886.66 ms [2021-09-28 19:32:39 main:574] : INFO : Epoch 1968 | loss: 0.0310973 | val_loss: 0.0312058 | Time: 2927.34 ms [2021-09-28 19:32:42 main:574] : INFO : Epoch 1969 | loss: 0.0310988 | val_loss: 0.0312023 | Time: 2963.68 ms [2021-09-28 19:32:45 main:574] : INFO : Epoch 1970 | loss: 0.0310984 | val_loss: 0.0311952 | Time: 2882.73 ms [2021-09-28 19:32:48 main:574] : INFO : Epoch 1971 | loss: 0.0310943 | val_loss: 0.0312039 | Time: 2893.8 ms [2021-09-28 19:32:51 main:574] : INFO : Epoch 1972 | loss: 0.0310894 | val_loss: 0.0311951 | Time: 2905.76 ms [2021-09-28 19:32:54 main:574] : INFO : Epoch 1973 | loss: 0.0310973 | val_loss: 0.0311991 | Time: 2953.92 ms [2021-09-28 19:32:57 main:574] : INFO : Epoch 1974 | loss: 0.0310924 | val_loss: 0.0311987 | Time: 2964.99 ms [2021-09-28 19:33:00 main:574] : INFO : Epoch 1975 | loss: 0.0310896 | val_loss: 0.0312096 | Time: 2998.28 ms [2021-09-28 19:33:03 main:574] : INFO : Epoch 1976 | loss: 0.0310894 | val_loss: 0.0311976 | Time: 2933 ms [2021-09-28 19:33:16 main:574] : INFO : Epoch 1977 | loss: 0.0310903 | val_loss: 0.0312054 | Time: 12951.2 ms [2021-09-28 19:33:19 main:574] : INFO : Epoch 1978 | loss: 0.0310904 | val_loss: 0.0312083 | Time: 2895.63 ms [2021-09-28 19:33:22 main:574] : INFO : Epoch 1979 | loss: 0.0310875 | val_loss: 0.0312018 | Time: 2918.03 ms [2021-09-28 19:33:25 main:574] : INFO : Epoch 1980 | loss: 0.0310816 | val_loss: 0.0312055 | Time: 2939 ms [2021-09-28 19:33:28 main:574] : INFO : Epoch 1981 | loss: 0.0310849 | val_loss: 0.0312032 | Time: 2938.51 ms [2021-09-28 19:33:31 main:574] : INFO : Epoch 1982 | loss: 0.0310879 | val_loss: 0.0312123 | Time: 2921.5 ms [2021-09-28 19:33:34 main:574] : INFO : Epoch 1983 | loss: 0.0310908 | val_loss: 0.0312047 | Time: 2987.13 ms [2021-09-28 19:33:37 main:574] : INFO : Epoch 1984 | loss: 0.0310892 | val_loss: 0.0312025 | Time: 2941.27 ms [2021-09-28 19:33:40 main:574] : INFO : Epoch 1985 | loss: 0.0310905 | val_loss: 0.0311978 | Time: 2892.45 ms [2021-09-28 19:33:43 main:574] : INFO : Epoch 1986 | loss: 0.0310897 | val_loss: 0.0312133 | Time: 2904.85 ms [2021-09-28 19:33:46 main:574] : INFO : Epoch 1987 | loss: 0.0310906 | val_loss: 0.0312079 | Time: 2917.94 ms [2021-09-28 19:33:49 main:574] : INFO : Epoch 1988 | loss: 0.0310891 | val_loss: 0.0312031 | Time: 2879.48 ms [2021-09-28 19:33:52 main:574] : INFO : Epoch 1989 | loss: 0.031088 | val_loss: 0.0312023 | Time: 2934.04 ms [2021-09-28 19:33:55 main:574] : INFO : Epoch 1990 | loss: 0.0310909 | val_loss: 0.0311994 | Time: 2935.25 ms [2021-09-28 19:33:58 main:574] : INFO : Epoch 1991 | loss: 0.0311056 | val_loss: 0.0311948 | Time: 3000.13 ms [2021-09-28 19:34:01 main:574] : INFO : Epoch 1992 | loss: 0.0310989 | val_loss: 0.0312023 | Time: 2962.08 ms [2021-09-28 19:34:04 main:574] : INFO : Epoch 1993 | loss: 0.0310923 | val_loss: 0.0311986 | Time: 2887.8 ms [2021-09-28 19:34:17 main:574] : INFO : Epoch 1994 | loss: 0.0310898 | val_loss: 0.0312033 | Time: 12894.5 ms [2021-09-28 19:34:20 main:574] : INFO : Epoch 1995 | loss: 0.0310878 | val_loss: 0.0311958 | Time: 2914.58 ms [2021-09-28 19:34:23 main:574] : INFO : Epoch 1996 | loss: 0.0310927 | val_loss: 0.0311881 | Time: 2976.29 ms [2021-09-28 19:34:26 main:574] : INFO : Epoch 1997 | loss: 0.0310952 | val_loss: 0.0312067 | Time: 3015.81 ms [2021-09-28 19:34:29 main:574] : INFO : Epoch 1998 | loss: 0.0310949 | val_loss: 0.0311998 | Time: 2971.26 ms [2021-09-28 19:34:32 main:574] : INFO : Epoch 1999 | loss: 0.03109 | val_loss: 0.031201 | Time: 2896.43 ms [2021-09-28 19:34:35 main:574] : INFO : Epoch 2000 | loss: 0.0310912 | val_loss: 0.0312038 | Time: 2929.04 ms [2021-09-28 19:34:38 main:574] : INFO : Epoch 2001 | loss: 0.0310881 | val_loss: 0.0311965 | Time: 2913.01 ms [2021-09-28 19:34:41 main:574] : INFO : Epoch 2002 | loss: 0.0310871 | val_loss: 0.0311954 | Time: 2966.66 ms [2021-09-28 19:34:44 main:574] : INFO : Epoch 2003 | loss: 0.0310812 | val_loss: 0.031199 | Time: 2913.17 ms [2021-09-28 19:35:17 main:574] : INFO : Epoch 2004 | loss: 0.0310842 | val_loss: 0.0312047 | Time: 32996.9 ms [2021-09-28 19:35:20 main:574] : INFO : Epoch 2005 | loss: 0.0310929 | val_loss: 0.0311968 | Time: 2909.96 ms [2021-09-28 19:35:23 main:574] : INFO : Epoch 2006 | loss: 0.0310917 | val_loss: 0.0312028 | Time: 2879.06 ms [2021-09-28 19:35:26 main:574] : INFO : Epoch 2007 | loss: 0.031089 | val_loss: 0.0312148 | Time: 2849.29 ms [2021-09-28 19:35:29 main:574] : INFO : Epoch 2008 | loss: 0.0310875 | val_loss: 0.0312051 | Time: 2910.75 ms [2021-09-28 19:35:32 main:574] : INFO : Epoch 2009 | loss: 0.0310852 | val_loss: 0.0312188 | Time: 2946.03 ms [2021-09-28 19:35:55 main:574] : INFO : Epoch 2010 | loss: 0.0310878 | val_loss: 0.0312031 | Time: 22841 ms [2021-09-28 19:35:58 main:574] : INFO : Epoch 2011 | loss: 0.0310848 | val_loss: 0.0312085 | Time: 2933.4 ms [2021-09-28 19:36:01 main:574] : INFO : Epoch 2012 | loss: 0.0310835 | val_loss: 0.0312083 | Time: 2896.94 ms [2021-09-28 19:36:04 main:574] : INFO : Epoch 2013 | loss: 0.031086 | val_loss: 0.0312086 | Time: 2880.22 ms [2021-09-28 19:36:17 main:574] : INFO : Epoch 2014 | loss: 0.0310972 | val_loss: 0.031188 | Time: 12738 ms [2021-09-28 19:36:20 main:574] : INFO : Epoch 2015 | loss: 0.0311124 | val_loss: 0.0311986 | Time: 2881.83 ms [2021-09-28 19:36:23 main:574] : INFO : Epoch 2016 | loss: 0.0311275 | val_loss: 0.0311971 | Time: 2924.98 ms [2021-09-28 19:36:26 main:574] : INFO : Epoch 2017 | loss: 0.0311266 | val_loss: 0.0311813 | Time: 2878.29 ms [2021-09-28 19:36:29 main:574] : INFO : Epoch 2018 | loss: 0.0311217 | val_loss: 0.0311833 | Time: 2844.74 ms [2021-09-28 19:36:32 main:574] : INFO : Epoch 2019 | loss: 0.0311106 | val_loss: 0.031184 | Time: 2937.13 ms [2021-09-28 19:36:45 main:574] : INFO : Epoch 2020 | loss: 0.0310993 | val_loss: 0.0311972 | Time: 12969 ms [2021-09-28 19:36:48 main:574] : INFO : Epoch 2021 | loss: 0.0310941 | val_loss: 0.0312064 | Time: 2889.64 ms [2021-09-28 19:36:51 main:574] : INFO : Epoch 2022 | loss: 0.0310965 | val_loss: 0.031194 | Time: 2864.18 ms [2021-09-28 19:36:54 main:574] : INFO : Epoch 2023 | loss: 0.0310999 | val_loss: 0.0311997 | Time: 2858.44 ms [2021-09-28 19:36:57 main:574] : INFO : Epoch 2024 | loss: 0.0310974 | val_loss: 0.0311951 | Time: 2873.03 ms [2021-09-28 19:37:00 main:574] : INFO : Epoch 2025 | loss: 0.0310926 | val_loss: 0.0312131 | Time: 2928.53 ms [2021-09-28 19:37:03 main:574] : INFO : Epoch 2026 | loss: 0.031092 | val_loss: 0.0311906 | Time: 2898.17 ms [2021-09-28 19:37:16 main:574] : INFO : Epoch 2027 | loss: 0.0310908 | val_loss: 0.0312143 | Time: 12791 ms [2021-09-28 19:37:19 main:574] : INFO : Epoch 2028 | loss: 0.0310951 | val_loss: 0.0311967 | Time: 2849.98 ms [2021-09-28 19:37:22 main:574] : INFO : Epoch 2029 | loss: 0.0310934 | val_loss: 0.0312067 | Time: 2905.69 ms [2021-09-28 19:37:25 main:574] : INFO : Epoch 2030 | loss: 0.0310932 | val_loss: 0.0311988 | Time: 2856.75 ms [2021-09-28 19:37:28 main:574] : INFO : Epoch 2031 | loss: 0.0310896 | val_loss: 0.0312022 | Time: 2924.22 ms [2021-09-28 19:37:31 main:574] : INFO : Epoch 2032 | loss: 0.0310856 | val_loss: 0.0311978 | Time: 2922.42 ms [2021-09-28 19:37:34 main:574] : INFO : Epoch 2033 | loss: 0.0310863 | val_loss: 0.0311983 | Time: 2856.29 ms [2021-09-28 19:37:37 main:574] : INFO : Epoch 2034 | loss: 0.0310854 | val_loss: 0.03121 | Time: 2872.54 ms [2021-09-28 19:37:40 main:574] : INFO : Epoch 2035 | loss: 0.0310913 | val_loss: 0.0311962 | Time: 2887.31 ms [2021-09-28 19:37:43 main:574] : INFO : Epoch 2036 | loss: 0.0310948 | val_loss: 0.0312095 | Time: 2878.73 ms [2021-09-28 19:37:46 main:574] : INFO : Epoch 2037 | loss: 0.0311525 | val_loss: 0.0311907 | Time: 2864.26 ms [2021-09-28 19:37:49 main:574] : INFO : Epoch 2038 | loss: 0.031159 | val_loss: 0.0311752 | Time: 2939.15 ms [2021-09-28 19:37:53 main:574] : INFO : Epoch 2039 | loss: 0.0311515 | val_loss: 0.0311712 | Time: 2937.31 ms [2021-09-28 19:37:56 main:574] : INFO : Epoch 2040 | loss: 0.0311473 | val_loss: 0.03117 | Time: 2892.73 ms [2021-09-28 19:37:59 main:574] : INFO : Epoch 2041 | loss: 0.0311404 | val_loss: 0.0311728 | Time: 2946.91 ms [2021-09-28 19:38:02 main:574] : INFO : Epoch 2042 | loss: 0.0311351 | val_loss: 0.0311709 | Time: 2944.17 ms [2021-09-28 19:38:05 main:574] : INFO : Epoch 2043 | loss: 0.0311311 | val_loss: 0.0311702 | Time: 2879.84 ms [2021-09-28 19:38:18 main:574] : INFO : Epoch 2044 | loss: 0.0311284 | val_loss: 0.0311708 | Time: 2853.1 ms [2021-09-28 19:38:21 main:574] : INFO : Epoch 2045 | loss: 0.0311273 | val_loss: 0.0311748 | Time: 2954.4 ms [2021-09-28 19:38:24 main:574] : INFO : Epoch 2046 | loss: 0.0311255 | val_loss: 0.0311772 | Time: 2904.17 ms [2021-09-28 19:38:27 main:574] : INFO : Epoch 2047 | loss: 0.031122 | val_loss: 0.0311822 | Time: 2867.19 ms [2021-09-28 19:38:30 main:574] : INFO : Epoch 2048 | loss: 0.0311188 | val_loss: 0.0311839 | Time: 2847.72 ms [2021-09-28 19:38:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311839 [2021-09-28 19:38:30 main:603] : INFO : Saving end state to config to file [2021-09-28 19:38:30 main:608] : INFO : Success, exiting.. 19:38:30 (10612): 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)