Task 8715873
| Name | ParityModified-1636224932-12690-0_0 |
| Workunit | 6199276 |
| Created | 6 Nov 2021, 18:55:33 UTC |
| Sent | 11 Nov 2021, 9:55:35 UTC |
| Report deadline | 19 Nov 2021, 9:55:35 UTC |
| Received | 11 Nov 2021, 13:01:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 42 min 37 sec |
| CPU time | 1 hours 41 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310034 | val_loss: 0.0313134 | Time: 3022.72 ms
[2021-11-11 05:35:20 main:574] : INFO : Epoch 1543 | loss: 0.0310046 | val_loss: 0.0313006 | Time: 2976.33 ms
[2021-11-11 05:35:23 main:574] : INFO : Epoch 1544 | loss: 0.0310021 | val_loss: 0.0312965 | Time: 3009.97 ms
[2021-11-11 05:35:26 main:574] : INFO : Epoch 1545 | loss: 0.0310064 | val_loss: 0.0313007 | Time: 2990.97 ms
[2021-11-11 05:35:29 main:574] : INFO : Epoch 1546 | loss: 0.0310076 | val_loss: 0.0313089 | Time: 3012.49 ms
[2021-11-11 05:35:32 main:574] : INFO : Epoch 1547 | loss: 0.0309989 | val_loss: 0.0313043 | Time: 2979.22 ms
[2021-11-11 05:35:35 main:574] : INFO : Epoch 1548 | loss: 0.0310043 | val_loss: 0.0313166 | Time: 2980.89 ms
[2021-11-11 05:35:38 main:574] : INFO : Epoch 1549 | loss: 0.0310143 | val_loss: 0.0312872 | Time: 2988.21 ms
[2021-11-11 05:35:41 main:574] : INFO : Epoch 1550 | loss: 0.031033 | val_loss: 0.031275 | Time: 2982.02 ms
[2021-11-11 05:35:44 main:574] : INFO : Epoch 1551 | loss: 0.0310133 | val_loss: 0.0313239 | Time: 2996.34 ms
[2021-11-11 05:35:47 main:574] : INFO : Epoch 1552 | loss: 0.0310058 | val_loss: 0.0313164 | Time: 3003.77 ms
[2021-11-11 05:35:50 main:574] : INFO : Epoch 1553 | loss: 0.0309978 | val_loss: 0.0313087 | Time: 3037.53 ms
[2021-11-11 05:35:53 main:574] : INFO : Epoch 1554 | loss: 0.0310007 | val_loss: 0.0312824 | Time: 3023.51 ms
[2021-11-11 05:35:56 main:574] : INFO : Epoch 1555 | loss: 0.0310102 | val_loss: 0.0313062 | Time: 3026.45 ms
[2021-11-11 05:35:59 main:574] : INFO : Epoch 1556 | loss: 0.0310058 | val_loss: 0.0312857 | Time: 3017.17 ms
[2021-11-11 05:36:02 main:574] : INFO : Epoch 1557 | loss: 0.0310072 | val_loss: 0.0312934 | Time: 2995.9 ms
[2021-11-11 05:36:05 main:574] : INFO : Epoch 1558 | loss: 0.031019 | val_loss: 0.0312938 | Time: 2986.62 ms
[2021-11-11 05:36:08 main:574] : INFO : Epoch 1559 | loss: 0.0310069 | val_loss: 0.0312795 | Time: 2977.48 ms
[2021-11-11 05:36:11 main:574] : INFO : Epoch 1560 | loss: 0.0310063 | val_loss: 0.0313342 | Time: 3024.52 ms
[2021-11-11 05:36:14 main:574] : INFO : Epoch 1561 | loss: 0.0310084 | val_loss: 0.0313074 | Time: 3019.87 ms
[2021-11-11 05:36:17 main:574] : INFO : Epoch 1562 | loss: 0.0310112 | val_loss: 0.031306 | Time: 2995.79 ms
[2021-11-11 05:36:20 main:574] : INFO : Epoch 1563 | loss: 0.0310062 | val_loss: 0.0313203 | Time: 2999.45 ms
[2021-11-11 05:36:23 main:574] : INFO : Epoch 1564 | loss: 0.0309977 | val_loss: 0.0313366 | Time: 2989.81 ms
[2021-11-11 05:36:26 main:574] : INFO : Epoch 1565 | loss: 0.0310041 | val_loss: 0.0313084 | Time: 3043.5 ms
[2021-11-11 05:36:29 main:574] : INFO : Epoch 1566 | loss: 0.0310066 | val_loss: 0.0312804 | Time: 3017.21 ms
[2021-11-11 05:36:32 main:574] : INFO : Epoch 1567 | loss: 0.0310017 | val_loss: 0.0312929 | Time: 2988.44 ms
[2021-11-11 05:36:35 main:574] : INFO : Epoch 1568 | loss: 0.0310041 | val_loss: 0.0312951 | Time: 2985.37 ms
[2021-11-11 05:36:38 main:574] : INFO : Epoch 1569 | loss: 0.0309987 | val_loss: 0.0313066 | Time: 3033.96 ms
[2021-11-11 05:36:41 main:574] : INFO : Epoch 1570 | loss: 0.0310004 | val_loss: 0.031308 | Time: 2971.34 ms
[2021-11-11 05:36:44 main:574] : INFO : Epoch 1571 | loss: 0.0309961 | val_loss: 0.0313115 | Time: 2996.14 ms
[2021-11-11 05:36:47 main:574] : INFO : Epoch 1572 | loss: 0.0310036 | val_loss: 0.0312953 | Time: 3011.89 ms
[2021-11-11 05:36:50 main:574] : INFO : Epoch 1573 | loss: 0.0310102 | val_loss: 0.0312976 | Time: 3017.12 ms
[2021-11-11 05:36:54 main:574] : INFO : Epoch 1574 | loss: 0.0310065 | val_loss: 0.0312882 | Time: 3020.77 ms
[2021-11-11 05:36:57 main:574] : INFO : Epoch 1575 | loss: 0.031002 | val_loss: 0.0313229 | Time: 3009.78 ms
[2021-11-11 05:37:00 main:574] : INFO : Epoch 1576 | loss: 0.0310083 | val_loss: 0.0312739 | Time: 3018.91 ms
[2021-11-11 05:37:03 main:574] : INFO : Epoch 1577 | loss: 0.031023 | val_loss: 0.031276 | Time: 3021.23 ms
[2021-11-11 05:37:06 main:574] : INFO : Epoch 1578 | loss: 0.0310055 | val_loss: 0.0313107 | Time: 2964.45 ms
[2021-11-11 05:37:09 main:574] : INFO : Epoch 1579 | loss: 0.0310011 | val_loss: 0.0312878 | Time: 3017.34 ms
[2021-11-11 05:37:12 main:574] : INFO : Epoch 1580 | loss: 0.031033 | val_loss: 0.0312382 | Time: 2974.23 ms
[2021-11-11 05:37:15 main:574] : INFO : Epoch 1581 | loss: 0.031096 | val_loss: 0.0312477 | Time: 3033.33 ms
[2021-11-11 05:37:18 main:574] : INFO : Epoch 1582 | loss: 0.031066 | val_loss: 0.0312637 | Time: 2977.49 ms
[2021-11-11 05:37:21 main:574] : INFO : Epoch 1583 | loss: 0.0310343 | val_loss: 0.0312926 | Time: 3011.76 ms
[2021-11-11 05:37:24 main:574] : INFO : Epoch 1584 | loss: 0.0310165 | val_loss: 0.0313033 | Time: 2982.88 ms
[2021-11-11 05:37:27 main:574] : INFO : Epoch 1585 | loss: 0.0310047 | val_loss: 0.0312893 | Time: 2986.35 ms
[2021-11-11 05:37:30 main:574] : INFO : Epoch 1586 | loss: 0.0309995 | val_loss: 0.0313094 | Time: 3001.09 ms
[2021-11-11 05:37:33 main:574] : INFO : Epoch 1587 | loss: 0.0310017 | val_loss: 0.0313145 | Time: 3009.21 ms
[2021-11-11 05:37:36 main:574] : INFO : Epoch 1588 | loss: 0.0310054 | val_loss: 0.031297 | Time: 3002.16 ms
[2021-11-11 05:37:39 main:574] : INFO : Epoch 1589 | loss: 0.0310045 | val_loss: 0.0313049 | Time: 2978.15 ms
[2021-11-11 05:37:42 main:574] : INFO : Epoch 1590 | loss: 0.0310016 | val_loss: 0.0313179 | Time: 2979.09 ms
[2021-11-11 05:37:45 main:574] : INFO : Epoch 1591 | loss: 0.0310025 | val_loss: 0.0313026 | Time: 3007.36 ms
[2021-11-11 05:37:48 main:574] : INFO : Epoch 1592 | loss: 0.0310042 | val_loss: 0.0313059 | Time: 2972.18 ms
[2021-11-11 05:37:51 main:574] : INFO : Epoch 1593 | loss: 0.0310088 | val_loss: 0.0313034 | Time: 2961.29 ms
[2021-11-11 05:37:54 main:574] : INFO : Epoch 1594 | loss: 0.0310035 | val_loss: 0.0313165 | Time: 2973.55 ms
[2021-11-11 05:37:57 main:574] : INFO : Epoch 1595 | loss: 0.0310082 | val_loss: 0.0312736 | Time: 2977.44 ms
[2021-11-11 05:38:00 main:574] : INFO : Epoch 1596 | loss: 0.0309996 | val_loss: 0.0312785 | Time: 2997.4 ms
[2021-11-11 05:38:03 main:574] : INFO : Epoch 1597 | loss: 0.0310057 | val_loss: 0.0312945 | Time: 2968.59 ms
[2021-11-11 05:38:06 main:574] : INFO : Epoch 1598 | loss: 0.0310016 | val_loss: 0.0313253 | Time: 3020.12 ms
[2021-11-11 05:38:09 main:574] : INFO : Epoch 1599 | loss: 0.0310096 | val_loss: 0.0312955 | Time: 2964.86 ms
[2021-11-11 05:38:12 main:574] : INFO : Epoch 1600 | loss: 0.0310041 | val_loss: 0.0313027 | Time: 2979.63 ms
[2021-11-11 05:38:15 main:574] : INFO : Epoch 1601 | loss: 0.0310019 | val_loss: 0.0312844 | Time: 3007.87 ms
[2021-11-11 05:38:18 main:574] : INFO : Epoch 1602 | loss: 0.0310057 | val_loss: 0.0312951 | Time: 2952.4 ms
[2021-11-11 05:38:21 main:574] : INFO : Epoch 1603 | loss: 0.0310033 | val_loss: 0.0313126 | Time: 2968.33 ms
[2021-11-11 05:38:23 main:574] : INFO : Epoch 1604 | loss: 0.0310072 | val_loss: 0.0313202 | Time: 2953.78 ms
[2021-11-11 05:38:26 main:574] : INFO : Epoch 1605 | loss: 0.0310125 | val_loss: 0.0313012 | Time: 2983.18 ms
[2021-11-11 05:38:29 main:574] : INFO : Epoch 1606 | loss: 0.0310098 | val_loss: 0.0313008 | Time: 2983.24 ms
[2021-11-11 05:38:32 main:574] : INFO : Epoch 1607 | loss: 0.0310066 | val_loss: 0.0313247 | Time: 2964.72 ms
[2021-11-11 05:38:35 main:574] : INFO : Epoch 1608 | loss: 0.0310224 | val_loss: 0.0312983 | Time: 2974.82 ms
[2021-11-11 05:38:38 main:574] : INFO : Epoch 1609 | loss: 0.0310092 | val_loss: 0.0313312 | Time: 2961.15 ms
[2021-11-11 05:38:41 main:574] : INFO : Epoch 1610 | loss: 0.0309967 | val_loss: 0.0313197 | Time: 2973.01 ms
[2021-11-11 05:38:44 main:574] : INFO : Epoch 1611 | loss: 0.0310029 | val_loss: 0.0312911 | Time: 2973.7 ms
[2021-11-11 05:38:47 main:574] : INFO : Epoch 1612 | loss: 0.0309995 | val_loss: 0.031303 | Time: 2996.34 ms
[2021-11-11 05:38:50 main:574] : INFO : Epoch 1613 | loss: 0.0310072 | val_loss: 0.0312935 | Time: 2970.53 ms
[2021-11-11 05:38:53 main:574] : INFO : Epoch 1614 | loss: 0.0310083 | val_loss: 0.0313023 | Time: 2965.53 ms
[2021-11-11 05:38:56 main:574] : INFO : Epoch 1615 | loss: 0.0310265 | val_loss: 0.0312751 | Time: 2964.08 ms
[2021-11-11 05:38:59 main:574] : INFO : Epoch 1616 | loss: 0.03102 | val_loss: 0.0313146 | Time: 3004.17 ms
[2021-11-11 05:39:02 main:574] : INFO : Epoch 1617 | loss: 0.0310169 | val_loss: 0.0313145 | Time: 2990.25 ms
[2021-11-11 05:39:05 main:574] : INFO : Epoch 1618 | loss: 0.0310096 | val_loss: 0.0313136 | Time: 3017.47 ms
[2021-11-11 05:39:08 main:574] : INFO : Epoch 1619 | loss: 0.0310031 | val_loss: 0.0313115 | Time: 2954.81 ms
[2021-11-11 05:39:11 main:574] : INFO : Epoch 1620 | loss: 0.0309993 | val_loss: 0.0313141 | Time: 2974.48 ms
[2021-11-11 05:39:14 main:574] : INFO : Epoch 1621 | loss: 0.0310011 | val_loss: 0.0313247 | Time: 2971.54 ms
[2021-11-11 05:39:17 main:574] : INFO : Epoch 1622 | loss: 0.0310051 | val_loss: 0.0312901 | Time: 2939.79 ms
[2021-11-11 05:39:20 main:574] : INFO : Epoch 1623 | loss: 0.0310036 | val_loss: 0.031293 | Time: 2985.51 ms
[2021-11-11 05:39:23 main:574] : INFO : Epoch 1624 | loss: 0.0310096 | val_loss: 0.0313168 | Time: 2970.61 ms
[2021-11-11 05:39:26 main:574] : INFO : Epoch 1625 | loss: 0.0310013 | val_loss: 0.0312879 | Time: 3015.5 ms
[2021-11-11 05:39:29 main:574] : INFO : Epoch 1626 | loss: 0.0310046 | val_loss: 0.0312759 | Time: 2953.49 ms
[2021-11-11 05:39:32 main:574] : INFO : Epoch 1627 | loss: 0.0310097 | val_loss: 0.0313077 | Time: 2980.62 ms
[2021-11-11 05:39:35 main:574] : INFO : Epoch 1628 | loss: 0.0310009 | val_loss: 0.0313094 | Time: 2971.53 ms
[2021-11-11 05:39:38 main:574] : INFO : Epoch 1629 | loss: 0.0310082 | val_loss: 0.0313132 | Time: 2993.97 ms
[2021-11-11 05:39:41 main:574] : INFO : Epoch 1630 | loss: 0.0310004 | val_loss: 0.0313027 | Time: 2967.61 ms
[2021-11-11 05:39:44 main:574] : INFO : Epoch 1631 | loss: 0.0310042 | val_loss: 0.0312893 | Time: 2957.14 ms
[2021-11-11 05:39:47 main:574] : INFO : Epoch 1632 | loss: 0.0310091 | val_loss: 0.0312873 | Time: 2967.44 ms
[2021-11-11 05:39:50 main:574] : INFO : Epoch 1633 | loss: 0.031001 | val_loss: 0.0313223 | Time: 2981.06 ms
[2021-11-11 05:39:53 main:574] : INFO : Epoch 1634 | loss: 0.0310029 | val_loss: 0.0313333 | Time: 2979.52 ms
[2021-11-11 05:39:56 main:574] : INFO : Epoch 1635 | loss: 0.0309958 | val_loss: 0.0312927 | Time: 2986.52 ms
[2021-11-11 05:39:59 main:574] : INFO : Epoch 1636 | loss: 0.0310071 | val_loss: 0.0313185 | Time: 2988.84 ms
[2021-11-11 05:40:02 main:574] : INFO : Epoch 1637 | loss: 0.0310125 | val_loss: 0.0313097 | Time: 2969.54 ms
[2021-11-11 05:40:05 main:574] : INFO : Epoch 1638 | loss: 0.0310152 | val_loss: 0.0313215 | Time: 3012.43 ms
[2021-11-11 05:40:08 main:574] : INFO : Epoch 1639 | loss: 0.031007 | val_loss: 0.0313019 | Time: 2997.07 ms
[2021-11-11 05:40:11 main:574] : INFO : Epoch 1640 | loss: 0.0310093 | val_loss: 0.0312864 | Time: 3002.18 ms
[2021-11-11 05:40:14 main:574] : INFO : Epoch 1641 | loss: 0.0310151 | val_loss: 0.0312677 | Time: 3008.77 ms
[2021-11-11 05:40:17 main:574] : INFO : Epoch 1642 | loss: 0.0310105 | val_loss: 0.0312861 | Time: 2980.15 ms
[2021-11-11 05:40:20 main:574] : INFO : Epoch 1643 | loss: 0.0310037 | val_loss: 0.0312883 | Time: 3034.43 ms
[2021-11-11 05:40:23 main:574] : INFO : Epoch 1644 | loss: 0.031001 | val_loss: 0.0313218 | Time: 2931.49 ms
[2021-11-11 05:40:26 main:574] : INFO : Epoch 1645 | loss: 0.0310005 | val_loss: 0.0312998 | Time: 3044.9 ms
[2021-11-11 05:40:29 main:574] : INFO : Epoch 1646 | loss: 0.0310113 | val_loss: 0.0312989 | Time: 3028.54 ms
[2021-11-11 05:40:32 main:574] : INFO : Epoch 1647 | loss: 0.0310054 | val_loss: 0.0313119 | Time: 3035.47 ms
[2021-11-11 05:40:35 main:574] : INFO : Epoch 1648 | loss: 0.0310002 | val_loss: 0.0312859 | Time: 2984.83 ms
[2021-11-11 05:40:38 main:574] : INFO : Epoch 1649 | loss: 0.0310048 | val_loss: 0.0313049 | Time: 2995.88 ms
[2021-11-11 05:40:41 main:574] : INFO : Epoch 1650 | loss: 0.0310011 | val_loss: 0.0313235 | Time: 2956.55 ms
[2021-11-11 05:40:44 main:574] : INFO : Epoch 1651 | loss: 0.0309979 | val_loss: 0.0313146 | Time: 3001.49 ms
[2021-11-11 05:40:47 main:574] : INFO : Epoch 1652 | loss: 0.0310133 | val_loss: 0.0312859 | Time: 2982.16 ms
[2021-11-11 05:40:50 main:574] : INFO : Epoch 1653 | loss: 0.031014 | val_loss: 0.031273 | Time: 3011.9 ms
[2021-11-11 05:40:53 main:574] : INFO : Epoch 1654 | loss: 0.031002 | val_loss: 0.0313159 | Time: 2977.59 ms
[2021-11-11 05:40:56 main:574] : INFO : Epoch 1655 | loss: 0.030999 | val_loss: 0.0313001 | Time: 3011.58 ms
[2021-11-11 05:40:59 main:574] : INFO : Epoch 1656 | loss: 0.0310092 | val_loss: 0.0312965 | Time: 2990.04 ms
[2021-11-11 05:41:02 main:574] : INFO : Epoch 1657 | loss: 0.0310095 | val_loss: 0.0312874 | Time: 2990.34 ms
[2021-11-11 05:41:05 main:574] : INFO : Epoch 1658 | loss: 0.0310134 | val_loss: 0.0312969 | Time: 2991.2 ms
[2021-11-11 05:41:08 main:574] : INFO : Epoch 1659 | loss: 0.0310072 | val_loss: 0.0312864 | Time: 3030.57 ms
[2021-11-11 05:41:11 main:574] : INFO : Epoch 1660 | loss: 0.0310098 | val_loss: 0.0312788 | Time: 3008.03 ms
[2021-11-11 05:41:14 main:574] : INFO : Epoch 1661 | loss: 0.0310076 | val_loss: 0.0313072 | Time: 3016.27 ms
[2021-11-11 05:41:17 main:574] : INFO : Epoch 1662 | loss: 0.031001 | val_loss: 0.0312762 | Time: 2999.5 ms
[2021-11-11 05:41:20 main:574] : INFO : Epoch 1663 | loss: 0.0310035 | val_loss: 0.0313081 | Time: 3009.69 ms
[2021-11-11 05:41:23 main:574] : INFO : Epoch 1664 | loss: 0.0310048 | val_loss: 0.0313032 | Time: 3012.8 ms
[2021-11-11 05:41:27 main:574] : INFO : Epoch 1665 | loss: 0.0310073 | val_loss: 0.0313051 | Time: 3027.58 ms
[2021-11-11 05:41:30 main:574] : INFO : Epoch 1666 | loss: 0.0309997 | val_loss: 0.0313089 | Time: 2987.69 ms
[2021-11-11 05:41:32 main:574] : INFO : Epoch 1667 | loss: 0.0310058 | val_loss: 0.0312952 | Time: 2976.08 ms
[2021-11-11 05:41:35 main:574] : INFO : Epoch 1668 | loss: 0.0310032 | val_loss: 0.0313159 | Time: 2980.96 ms
[2021-11-11 05:41:38 main:574] : INFO : Epoch 1669 | loss: 0.0309986 | val_loss: 0.0312919 | Time: 2974.67 ms
[2021-11-11 05:41:41 main:574] : INFO : Epoch 1670 | loss: 0.0310198 | val_loss: 0.0312888 | Time: 3006.07 ms
[2021-11-11 05:41:44 main:574] : INFO : Epoch 1671 | loss: 0.03102 | val_loss: 0.031305 | Time: 2994.93 ms
[2021-11-11 05:41:48 main:574] : INFO : Epoch 1672 | loss: 0.0310092 | val_loss: 0.0312954 | Time: 3000.23 ms
[2021-11-11 05:41:51 main:574] : INFO : Epoch 1673 | loss: 0.0310082 | val_loss: 0.0313046 | Time: 3020.32 ms
[2021-11-11 05:41:54 main:574] : INFO : Epoch 1674 | loss: 0.0310018 | val_loss: 0.0312976 | Time: 2989.61 ms
[2021-11-11 05:41:57 main:574] : INFO : Epoch 1675 | loss: 0.0309995 | val_loss: 0.0313011 | Time: 3013.81 ms
[2021-11-11 05:42:00 main:574] : INFO : Epoch 1676 | loss: 0.0309969 | val_loss: 0.0312942 | Time: 3001.85 ms
[2021-11-11 05:42:03 main:574] : INFO : Epoch 1677 | loss: 0.0309965 | val_loss: 0.0313128 | Time: 2984.91 ms
[2021-11-11 05:42:06 main:574] : INFO : Epoch 1678 | loss: 0.0309952 | val_loss: 0.0313102 | Time: 3030.89 ms
[2021-11-11 05:42:09 main:574] : INFO : Epoch 1679 | loss: 0.0310074 | val_loss: 0.0312806 | Time: 3010.98 ms
[2021-11-11 05:42:12 main:574] : INFO : Epoch 1680 | loss: 0.031009 | val_loss: 0.0312923 | Time: 3000.04 ms
[2021-11-11 05:42:15 main:574] : INFO : Epoch 1681 | loss: 0.0310058 | val_loss: 0.0313214 | Time: 2986.39 ms
[2021-11-11 05:42:18 main:574] : INFO : Epoch 1682 | loss: 0.0309993 | val_loss: 0.0313068 | Time: 3013.79 ms
[2021-11-11 05:42:21 main:574] : INFO : Epoch 1683 | loss: 0.0310056 | val_loss: 0.0312783 | Time: 2994.45 ms
[2021-11-11 05:42:24 main:574] : INFO : Epoch 1684 | loss: 0.0310014 | val_loss: 0.0313073 | Time: 2997.6 ms
[2021-11-11 05:42:27 main:574] : INFO : Epoch 1685 | loss: 0.0309976 | val_loss: 0.0313218 | Time: 2963.12 ms
[2021-11-11 05:42:30 main:574] : INFO : Epoch 1686 | loss: 0.030991 | val_loss: 0.0313008 | Time: 2963.78 ms
[2021-11-11 05:42:33 main:574] : INFO : Epoch 1687 | loss: 0.0310005 | val_loss: 0.0312885 | Time: 2974.96 ms
[2021-11-11 05:42:36 main:574] : INFO : Epoch 1688 | loss: 0.0310008 | val_loss: 0.0312932 | Time: 3023.23 ms
[2021-11-11 05:42:39 main:574] : INFO : Epoch 1689 | loss: 0.0310018 | val_loss: 0.0312843 | Time: 2981.01 ms
[2021-11-11 05:42:42 main:574] : INFO : Epoch 1690 | loss: 0.0310467 | val_loss: 0.031228 | Time: 2991.77 ms
[2021-11-11 05:42:45 main:574] : INFO : Epoch 1691 | loss: 0.0310883 | val_loss: 0.0312433 | Time: 3014.97 ms
[2021-11-11 05:42:48 main:574] : INFO : Epoch 1692 | loss: 0.0310503 | val_loss: 0.0312784 | Time: 2996.88 ms
[2021-11-11 05:42:51 main:574] : INFO : Epoch 1693 | loss: 0.0310183 | val_loss: 0.0312895 | Time: 3028.93 ms
[2021-11-11 05:42:54 main:574] : INFO : Epoch 1694 | loss: 0.0310062 | val_loss: 0.0312985 | Time: 2979.4 ms
[2021-11-11 05:42:57 main:574] : INFO : Epoch 1695 | loss: 0.0310051 | val_loss: 0.0313192 | Time: 2991.21 ms
[2021-11-11 05:43:00 main:574] : INFO : Epoch 1696 | loss: 0.031017 | val_loss: 0.0313076 | Time: 3023.07 ms
[2021-11-11 05:43:03 main:574] : INFO : Epoch 1697 | loss: 0.0310124 | val_loss: 0.0312819 | Time: 2996.5 ms
[2021-11-11 05:43:06 main:574] : INFO : Epoch 1698 | loss: 0.0310065 | val_loss: 0.0312798 | Time: 3021.9 ms
[2021-11-11 05:43:09 main:574] : INFO : Epoch 1699 | loss: 0.031007 | val_loss: 0.0313004 | Time: 2989.97 ms
[2021-11-11 05:43:12 main:574] : INFO : Epoch 1700 | loss: 0.0310048 | val_loss: 0.0313224 | Time: 3010.05 ms
[2021-11-11 05:43:15 main:574] : INFO : Epoch 1701 | loss: 0.0310015 | val_loss: 0.0312697 | Time: 3008.92 ms
[2021-11-11 05:43:18 main:574] : INFO : Epoch 1702 | loss: 0.0310114 | val_loss: 0.0312845 | Time: 3009.34 ms
[2021-11-11 05:43:21 main:574] : INFO : Epoch 1703 | loss: 0.031004 | val_loss: 0.0313261 | Time: 2990.6 ms
[2021-11-11 05:43:24 main:574] : INFO : Epoch 1704 | loss: 0.031006 | val_loss: 0.0313068 | Time: 3009.71 ms
[2021-11-11 05:43:27 main:574] : INFO : Epoch 1705 | loss: 0.0310052 | val_loss: 0.0312861 | Time: 3039.13 ms
[2021-11-11 05:43:30 main:574] : INFO : Epoch 1706 | loss: 0.0310087 | val_loss: 0.0313105 | Time: 2962.83 ms
[2021-11-11 05:43:33 main:574] : INFO : Epoch 1707 | loss: 0.0309974 | val_loss: 0.0313028 | Time: 3003.25 ms
[2021-11-11 05:43:36 main:574] : INFO : Epoch 1708 | loss: 0.0309938 | val_loss: 0.0313192 | Time: 3005.43 ms
[2021-11-11 05:43:39 main:574] : INFO : Epoch 1709 | loss: 0.0310138 | val_loss: 0.0312746 | Time: 2947.78 ms
[2021-11-11 05:43:42 main:574] : INFO : Epoch 1710 | loss: 0.0310038 | val_loss: 0.0313008 | Time: 2962.56 ms
[2021-11-11 05:43:45 main:574] : INFO : Epoch 1711 | loss: 0.0309982 | val_loss: 0.0313325 | Time: 2975.22 ms
[2021-11-11 05:43:48 main:574] : INFO : Epoch 1712 | loss: 0.0310059 | val_loss: 0.0313127 | Time: 3002.57 ms
[2021-11-11 05:43:51 main:574] : INFO : Epoch 1713 | loss: 0.0310071 | val_loss: 0.0313011 | Time: 2984.35 ms
[2021-11-11 05:43:54 main:574] : INFO : Epoch 1714 | loss: 0.0310344 | val_loss: 0.0312615 | Time: 2960.81 ms
[2021-11-11 05:43:57 main:574] : INFO : Epoch 1715 | loss: 0.0310523 | val_loss: 0.0313016 | Time: 2959.96 ms
[2021-11-11 05:44:00 main:574] : INFO : Epoch 1716 | loss: 0.0310192 | val_loss: 0.0312778 | Time: 3029.35 ms
[2021-11-11 05:44:03 main:574] : INFO : Epoch 1717 | loss: 0.0310089 | val_loss: 0.0312981 | Time: 2972.93 ms
[2021-11-11 05:44:06 main:574] : INFO : Epoch 1718 | loss: 0.031009 | val_loss: 0.0313123 | Time: 2978.4 ms
[2021-11-11 05:44:09 main:574] : INFO : Epoch 1719 | loss: 0.0310055 | val_loss: 0.031306 | Time: 3007.02 ms
[2021-11-11 05:44:12 main:574] : INFO : Epoch 1720 | loss: 0.0310018 | val_loss: 0.0312898 | Time: 3013.95 ms
[2021-11-11 05:44:15 main:574] : INFO : Epoch 1721 | loss: 0.0309958 | val_loss: 0.0313143 | Time: 3003.19 ms
[2021-11-11 05:44:18 main:574] : INFO : Epoch 1722 | loss: 0.0310029 | val_loss: 0.0313323 | Time: 2935.23 ms
[2021-11-11 05:44:21 main:574] : INFO : Epoch 1723 | loss: 0.031009 | val_loss: 0.0312992 | Time: 3000.43 ms
[2021-11-11 05:44:24 main:574] : INFO : Epoch 1724 | loss: 0.031005 | val_loss: 0.0312937 | Time: 2965.42 ms
[2021-11-11 05:44:27 main:574] : INFO : Epoch 1725 | loss: 0.0310071 | val_loss: 0.0313098 | Time: 2966.15 ms
[2021-11-11 05:44:30 main:574] : INFO : Epoch 1726 | loss: 0.031005 | val_loss: 0.0313004 | Time: 3010.76 ms
[2021-11-11 05:44:33 main:574] : INFO : Epoch 1727 | loss: 0.0310052 | val_loss: 0.031311 | Time: 2963.72 ms
[2021-11-11 05:44:36 main:574] : INFO : Epoch 1728 | loss: 0.0310039 | val_loss: 0.031288 | Time: 2972.75 ms
[2021-11-11 05:44:39 main:574] : INFO : Epoch 1729 | loss: 0.0310282 | val_loss: 0.0312848 | Time: 3016.35 ms
[2021-11-11 05:44:42 main:574] : INFO : Epoch 1730 | loss: 0.0310092 | val_loss: 0.0312847 | Time: 3007.32 ms
[2021-11-11 05:44:45 main:574] : INFO : Epoch 1731 | loss: 0.031001 | val_loss: 0.0312862 | Time: 2996.41 ms
[2021-11-11 05:44:48 main:574] : INFO : Epoch 1732 | loss: 0.0310008 | val_loss: 0.0313261 | Time: 2991.07 ms
[2021-11-11 05:44:51 main:574] : INFO : Epoch 1733 | loss: 0.0310042 | val_loss: 0.0312943 | Time: 2969.43 ms
[2021-11-11 05:44:54 main:574] : INFO : Epoch 1734 | loss: 0.0310006 | val_loss: 0.0312881 | Time: 2996.73 ms
[2021-11-11 05:44:57 main:574] : INFO : Epoch 1735 | loss: 0.0310057 | val_loss: 0.0313148 | Time: 2987.44 ms
[2021-11-11 05:45:00 main:574] : INFO : Epoch 1736 | loss: 0.031015 | val_loss: 0.0313038 | Time: 3007.3 ms
[2021-11-11 05:45:03 main:574] : INFO : Epoch 1737 | loss: 0.0310467 | val_loss: 0.031298 | Time: 3002.1 ms
[2021-11-11 05:45:06 main:574] : INFO : Epoch 1738 | loss: 0.032662 | val_loss: 0.033828 | Time: 3010.83 ms
[2021-11-11 05:45:09 main:574] : INFO : Epoch 1739 | loss: 0.0320203 | val_loss: 0.0317914 | Time: 2991.62 ms
[2021-11-11 05:45:12 main:574] : INFO : Epoch 1740 | loss: 0.0314005 | val_loss: 0.031306 | Time: 2976.11 ms
[2021-11-11 05:45:15 main:574] : INFO : Epoch 1741 | loss: 0.0312653 | val_loss: 0.0312535 | Time: 2981.09 ms
[2021-11-11 05:45:18 main:574] : INFO : Epoch 1742 | loss: 0.0312523 | val_loss: 0.0312514 | Time: 2965.07 ms
[2021-11-11 05:45:21 main:574] : INFO : Epoch 1743 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 3028.88 ms
[2021-11-11 05:45:24 main:574] : INFO : Epoch 1744 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2993.51 ms
[2021-11-11 05:45:27 main:574] : INFO : Epoch 1745 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2995.55 ms
[2021-11-11 05:45:30 main:574] : INFO : Epoch 1746 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3002.07 ms
[2021-11-11 05:45:33 main:574] : INFO : Epoch 1747 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2962.88 ms
[2021-11-11 05:45:36 main:574] : INFO : Epoch 1748 | loss: 0.03125 | val_loss: 0.03125 | Time: 3000.06 ms
[2021-11-11 05:45:39 main:574] : INFO : Epoch 1749 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2997.8 ms
[2021-11-11 05:45:42 main:574] : INFO : Epoch 1750 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2999.67 ms
[2021-11-11 05:45:45 main:574] : INFO : Epoch 1751 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2972.83 ms
[2021-11-11 05:45:48 main:574] : INFO : Epoch 1752 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2999.47 ms
[2021-11-11 05:45:51 main:574] : INFO : Epoch 1753 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2982.17 ms
[2021-11-11 05:45:54 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2974.97 ms
[2021-11-11 05:45:57 main:574] : INFO : Epoch 1755 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 2975.73 ms
[2021-11-11 05:46:00 main:574] : INFO : Epoch 1756 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2988.92 ms
[2021-11-11 05:46:03 main:574] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2975.92 ms
[2021-11-11 05:46:06 main:574] : INFO : Epoch 1758 | loss: 0.0312497 | val_loss: 0.03125 | Time: 3010.8 ms
[2021-11-11 05:46:09 main:574] : INFO : Epoch 1759 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3008.79 ms
[2021-11-11 05:46:12 main:574] : INFO : Epoch 1760 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3011.15 ms
[2021-11-11 05:46:15 main:574] : INFO : Epoch 1761 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 2979.96 ms
[2021-11-11 05:46:18 main:574] : INFO : Epoch 1762 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2984.81 ms
[2021-11-11 05:46:21 main:574] : INFO : Epoch 1763 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2987.48 ms
[2021-11-11 05:46:24 main:574] : INFO : Epoch 1764 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2967.25 ms
[2021-11-11 05:46:27 main:574] : INFO : Epoch 1765 | loss: 0.0312499 | val_loss: 0.0312526 | Time: 3011.44 ms
[2021-11-11 05:46:30 main:574] : INFO : Epoch 1766 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2980.59 ms
[2021-11-11 05:46:33 main:574] : INFO : Epoch 1767 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 2970.69 ms
[2021-11-11 05:46:36 main:574] : INFO : Epoch 1768 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2980.34 ms
[2021-11-11 05:46:39 main:574] : INFO : Epoch 1769 | loss: 0.031249 | val_loss: 0.0312495 | Time: 2992.43 ms
[2021-11-11 05:46:42 main:574] : INFO : Epoch 1770 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 2961.86 ms
[2021-11-11 05:46:45 main:574] : INFO : Epoch 1771 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 2969.74 ms
[2021-11-11 05:46:48 main:574] : INFO : Epoch 1772 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 2985.79 ms
[2021-11-11 05:46:51 main:574] : INFO : Epoch 1773 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2997.42 ms
[2021-11-11 05:46:54 main:574] : INFO : Epoch 1774 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 2968.75 ms
[2021-11-11 05:46:57 main:574] : INFO : Epoch 1775 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 2996.66 ms
[2021-11-11 05:47:00 main:574] : INFO : Epoch 1776 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 2995.52 ms
[2021-11-11 05:47:03 main:574] : INFO : Epoch 1777 | loss: 0.0312483 | val_loss: 0.031249 | Time: 2972.12 ms
[2021-11-11 05:47:06 main:574] : INFO : Epoch 1778 | loss: 0.0312489 | val_loss: 0.0312538 | Time: 3030.7 ms
[2021-11-11 05:47:09 main:574] : INFO : Epoch 1779 | loss: 0.031249 | val_loss: 0.0312488 | Time: 3005.12 ms
[2021-11-11 05:47:12 main:574] : INFO : Epoch 1780 | loss: 0.031249 | val_loss: 0.0312501 | Time: 3018.75 ms
[2021-11-11 05:47:15 main:574] : INFO : Epoch 1781 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 2974.04 ms
[2021-11-11 05:47:18 main:574] : INFO : Epoch 1782 | loss: 0.0312497 | val_loss: 0.0312558 | Time: 3002.06 ms
[2021-11-11 05:47:21 main:574] : INFO : Epoch 1783 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 2994.96 ms
[2021-11-11 05:47:24 main:574] : INFO : Epoch 1784 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 3017.15 ms
[2021-11-11 05:47:27 main:574] : INFO : Epoch 1785 | loss: 0.0312483 | val_loss: 0.031249 | Time: 3008.88 ms
[2021-11-11 05:47:30 main:574] : INFO : Epoch 1786 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 3035.62 ms
[2021-11-11 05:47:33 main:574] : INFO : Epoch 1787 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2991.81 ms
[2021-11-11 05:47:36 main:574] : INFO : Epoch 1788 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 2999.16 ms
[2021-11-11 05:47:39 main:574] : INFO : Epoch 1789 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2990.89 ms
[2021-11-11 05:47:42 main:574] : INFO : Epoch 1790 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 3013.75 ms
[2021-11-11 05:47:45 main:574] : INFO : Epoch 1791 | loss: 0.031249 | val_loss: 0.0312481 | Time: 2974.23 ms
[2021-11-11 05:47:48 main:574] : INFO : Epoch 1792 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 2992.17 ms
[2021-11-11 05:47:51 main:574] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 2996.9 ms
[2021-11-11 05:47:54 main:574] : INFO : Epoch 1794 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 2985.67 ms
[2021-11-11 05:47:57 main:574] : INFO : Epoch 1795 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2997.11 ms
[2021-11-11 05:48:00 main:574] : INFO : Epoch 1796 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 2994.86 ms
[2021-11-11 05:48:03 main:574] : INFO : Epoch 1797 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 2981.45 ms
[2021-11-11 05:48:06 main:574] : INFO : Epoch 1798 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 2975.85 ms
[2021-11-11 05:48:09 main:574] : INFO : Epoch 1799 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 3033.16 ms
[2021-11-11 05:48:12 main:574] : INFO : Epoch 1800 | loss: 0.031248 | val_loss: 0.0312475 | Time: 3008.71 ms
[2021-11-11 05:48:15 main:574] : INFO : Epoch 1801 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2993.7 ms
[2021-11-11 05:48:18 main:574] : INFO : Epoch 1802 | loss: 0.0312471 | val_loss: 0.0312521 | Time: 2986.31 ms
[2021-11-11 05:48:21 main:574] : INFO : Epoch 1803 | loss: 0.0312503 | val_loss: 0.0312476 | Time: 2989.93 ms
[2021-11-11 05:48:24 main:574] : INFO : Epoch 1804 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 2994.47 ms
[2021-11-11 05:48:27 main:574] : INFO : Epoch 1805 | loss: 0.031247 | val_loss: 0.0312476 | Time: 2993.51 ms
[2021-11-11 05:48:31 main:574] : INFO : Epoch 1806 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3020.28 ms
[2021-11-11 05:48:34 main:574] : INFO : Epoch 1807 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 2975.42 ms
[2021-11-11 05:48:36 main:574] : INFO : Epoch 1808 | loss: 0.0312509 | val_loss: 0.0312484 | Time: 2977.02 ms
[2021-11-11 05:48:39 main:574] : INFO : Epoch 1809 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 2982.01 ms
[2021-11-11 05:48:42 main:574] : INFO : Epoch 1810 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2960.43 ms
[2021-11-11 05:48:45 main:574] : INFO : Epoch 1811 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2959.38 ms
[2021-11-11 05:48:48 main:574] : INFO : Epoch 1812 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 2991.3 ms
[2021-11-11 05:48:51 main:574] : INFO : Epoch 1813 | loss: 0.031247 | val_loss: 0.0312529 | Time: 2964.09 ms
[2021-11-11 05:48:54 main:574] : INFO : Epoch 1814 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 3010.23 ms
[2021-11-11 05:48:57 main:574] : INFO : Epoch 1815 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 3024.46 ms
[2021-11-11 05:49:00 main:574] : INFO : Epoch 1816 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 3011.04 ms
[2021-11-11 05:49:03 main:574] : INFO : Epoch 1817 | loss: 0.0312469 | val_loss: 0.031247 | Time: 2989.13 ms
[2021-11-11 05:49:06 main:574] : INFO : Epoch 1818 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 2993.08 ms
[2021-11-11 05:49:09 main:574] : INFO : Epoch 1819 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 2992.88 ms
[2021-11-11 05:49:12 main:574] : INFO : Epoch 1820 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 2993.07 ms
[2021-11-11 05:49:15 main:574] : INFO : Epoch 1821 | loss: 0.0312483 | val_loss: 0.0312517 | Time: 2992.45 ms
[2021-11-11 05:49:18 main:574] : INFO : Epoch 1822 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 2979.79 ms
[2021-11-11 05:49:21 main:574] : INFO : Epoch 1823 | loss: 0.0312466 | val_loss: 0.031247 | Time: 3006.36 ms
[2021-11-11 05:49:25 main:574] : INFO : Epoch 1824 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 3001.84 ms
[2021-11-11 05:49:28 main:574] : INFO : Epoch 1825 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 3014.99 ms
[2021-11-11 05:49:31 main:574] : INFO : Epoch 1826 | loss: 0.0312493 | val_loss: 0.0312561 | Time: 2999.98 ms
[2021-11-11 05:49:34 main:574] : INFO : Epoch 1827 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 3006.42 ms
[2021-11-11 05:49:37 main:574] : INFO : Epoch 1828 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 3007.56 ms
[2021-11-11 05:49:40 main:574] : INFO : Epoch 1829 | loss: 0.0312463 | val_loss: 0.0312506 | Time: 2988.7 ms
[2021-11-11 05:49:43 main:574] : INFO : Epoch 1830 | loss: 0.031247 | val_loss: 0.031247 | Time: 3023.95 ms
[2021-11-11 05:49:46 main:574] : INFO : Epoch 1831 | loss: 0.031246 | val_loss: 0.0312474 | Time: 3000.12 ms
[2021-11-11 05:49:49 main:574] : INFO : Epoch 1832 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2989.68 ms
[2021-11-11 05:49:52 main:574] : INFO : Epoch 1833 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 2983.35 ms
[2021-11-11 05:49:55 main:574] : INFO : Epoch 1834 | loss: 0.0312481 | val_loss: 0.0312543 | Time: 3019.56 ms
[2021-11-11 05:49:58 main:574] : INFO : Epoch 1835 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 3044.97 ms
[2021-11-11 05:50:01 main:574] : INFO : Epoch 1836 | loss: 0.031246 | val_loss: 0.0312482 | Time: 2992.15 ms
[2021-11-11 05:50:04 main:574] : INFO : Epoch 1837 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 2997.91 ms
[2021-11-11 05:50:07 main:574] : INFO : Epoch 1838 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 3020.66 ms
[2021-11-11 05:50:10 main:574] : INFO : Epoch 1839 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2999.75 ms
[2021-11-11 05:50:13 main:574] : INFO : Epoch 1840 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2981.68 ms
[2021-11-11 05:50:16 main:574] : INFO : Epoch 1841 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 3018.95 ms
[2021-11-11 05:50:19 main:574] : INFO : Epoch 1842 | loss: 0.031248 | val_loss: 0.0312473 | Time: 3005.72 ms
[2021-11-11 05:50:22 main:574] : INFO : Epoch 1843 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 3043.33 ms
[2021-11-11 05:50:25 main:574] : INFO : Epoch 1844 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 3011.24 ms
[2021-11-11 05:50:28 main:574] : INFO : Epoch 1845 | loss: 0.0312463 | val_loss: 0.031247 | Time: 2980.44 ms
[2021-11-11 05:50:31 main:574] : INFO : Epoch 1846 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 3019.84 ms
[2021-11-11 05:50:34 main:574] : INFO : Epoch 1847 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 3019.76 ms
[2021-11-11 05:50:37 main:574] : INFO : Epoch 1848 | loss: 0.0312469 | val_loss: 0.0312497 | Time: 3013.38 ms
[2021-11-11 05:50:40 main:574] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2973.03 ms
[2021-11-11 05:50:43 main:574] : INFO : Epoch 1850 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 3030.67 ms
[2021-11-11 05:50:46 main:574] : INFO : Epoch 1851 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2994 ms
[2021-11-11 05:50:49 main:574] : INFO : Epoch 1852 | loss: 0.0312465 | val_loss: 0.0312476 | Time: 2997.08 ms
[2021-11-11 05:50:52 main:574] : INFO : Epoch 1853 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2997.6 ms
[2021-11-11 05:50:55 main:574] : INFO : Epoch 1854 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 3001.35 ms
[2021-11-11 05:50:58 main:574] : INFO : Epoch 1855 | loss: 0.0312454 | val_loss: 0.0312489 | Time: 2992.01 ms
[2021-11-11 05:51:01 main:574] : INFO : Epoch 1856 | loss: 0.0312463 | val_loss: 0.0312528 | Time: 3028.13 ms
[2021-11-11 05:51:04 main:574] : INFO : Epoch 1857 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 3027.17 ms
[2021-11-11 05:51:07 main:574] : INFO : Epoch 1858 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 3047.97 ms
[2021-11-11 05:51:10 main:574] : INFO : Epoch 1859 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 3019.8 ms
[2021-11-11 05:51:13 main:574] : INFO : Epoch 1860 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 3030.04 ms
[2021-11-11 05:51:16 main:574] : INFO : Epoch 1861 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 3005.95 ms
[2021-11-11 05:51:19 main:574] : INFO : Epoch 1862 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 3002.03 ms
[2021-11-11 05:51:22 main:574] : INFO : Epoch 1863 | loss: 0.0312476 | val_loss: 0.031248 | Time: 2994.79 ms
[2021-11-11 05:51:25 main:574] : INFO : Epoch 1864 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 3016.19 ms
[2021-11-11 05:51:28 main:574] : INFO : Epoch 1865 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2995.19 ms
[2021-11-11 05:51:31 main:574] : INFO : Epoch 1866 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 2968.4 ms
[2021-11-11 05:51:34 main:574] : INFO : Epoch 1867 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2985.91 ms
[2021-11-11 05:51:37 main:574] : INFO : Epoch 1868 | loss: 0.0312449 | val_loss: 0.0312473 | Time: 2987.43 ms
[2021-11-11 05:51:40 main:574] : INFO : Epoch 1869 | loss: 0.0312472 | val_loss: 0.031263 | Time: 3004.96 ms
[2021-11-11 05:51:43 main:574] : INFO : Epoch 1870 | loss: 0.0312504 | val_loss: 0.0312471 | Time: 3051.22 ms
[2021-11-11 05:51:46 main:574] : INFO : Epoch 1871 | loss: 0.0312467 | val_loss: 0.0312507 | Time: 3028.03 ms
[2021-11-11 05:51:49 main:574] : INFO : Epoch 1872 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 3036.68 ms
[2021-11-11 05:51:52 main:574] : INFO : Epoch 1873 | loss: 0.0312483 | val_loss: 0.031255 | Time: 3003.6 ms
[2021-11-11 05:51:56 main:574] : INFO : Epoch 1874 | loss: 0.0312491 | val_loss: 0.0312471 | Time: 3024.35 ms
[2021-11-11 05:51:59 main:574] : INFO : Epoch 1875 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 3005.14 ms
[2021-11-11 05:52:02 main:574] : INFO : Epoch 1876 | loss: 0.0312457 | val_loss: 0.0312489 | Time: 3007.05 ms
[2021-11-11 05:52:05 main:574] : INFO : Epoch 1877 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 2987.91 ms
[2021-11-11 05:52:08 main:574] : INFO : Epoch 1878 | loss: 0.0312468 | val_loss: 0.0312494 | Time: 3012.03 ms
[2021-11-11 05:52:11 main:574] : INFO : Epoch 1879 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2998.59 ms
[2021-11-11 05:52:14 main:574] : INFO : Epoch 1880 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 3011.12 ms
[2021-11-11 05:52:17 main:574] : INFO : Epoch 1881 | loss: 0.0312453 | val_loss: 0.0312494 | Time: 2991.65 ms
[2021-11-11 05:52:20 main:574] : INFO : Epoch 1882 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2998.23 ms
[2021-11-11 05:52:23 main:574] : INFO : Epoch 1883 | loss: 0.0312446 | val_loss: 0.0312463 | Time: 3019.03 ms
[2021-11-11 05:52:26 main:574] : INFO : Epoch 1884 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 2992 ms
[2021-11-11 05:52:29 main:574] : INFO : Epoch 1885 | loss: 0.0312453 | val_loss: 0.0312501 | Time: 2963.2 ms
[2021-11-11 05:52:32 main:574] : INFO : Epoch 1886 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 3023.15 ms
[2021-11-11 05:52:35 main:574] : INFO : Epoch 1887 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 2975.27 ms
[2021-11-11 05:52:38 main:574] : INFO : Epoch 1888 | loss: 0.0312447 | val_loss: 0.0312465 | Time: 2966.18 ms
[2021-11-11 05:52:41 main:574] : INFO : Epoch 1889 | loss: 0.0312473 | val_loss: 0.0312499 | Time: 2980.3 ms
[2021-11-11 05:52:44 main:574] : INFO : Epoch 1890 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 2986.87 ms
[2021-11-11 05:52:47 main:574] : INFO : Epoch 1891 | loss: 0.0312449 | val_loss: 0.0312465 | Time: 2988.34 ms
[2021-11-11 05:52:50 main:574] : INFO : Epoch 1892 | loss: 0.0312449 | val_loss: 0.0312475 | Time: 2981.9 ms
[2021-11-11 05:52:53 main:574] : INFO : Epoch 1893 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 2986.79 ms
[2021-11-11 05:52:56 main:574] : INFO : Epoch 1894 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 2974.71 ms
[2021-11-11 05:52:59 main:574] : INFO : Epoch 1895 | loss: 0.0312438 | val_loss: 0.031246 | Time: 2969.68 ms
[2021-11-11 05:53:02 main:574] : INFO : Epoch 1896 | loss: 0.0312447 | val_loss: 0.0312481 | Time: 3001.09 ms
[2021-11-11 05:53:05 main:574] : INFO : Epoch 1897 | loss: 0.0312446 | val_loss: 0.031247 | Time: 3005.95 ms
[2021-11-11 05:53:08 main:574] : INFO : Epoch 1898 | loss: 0.0312451 | val_loss: 0.0312481 | Time: 3006.09 ms
[2021-11-11 05:53:11 main:574] : INFO : Epoch 1899 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 3030.34 ms
[2021-11-11 05:53:14 main:574] : INFO : Epoch 1900 | loss: 0.0312439 | val_loss: 0.0312496 | Time: 3008.83 ms
[2021-11-11 05:53:17 main:574] : INFO : Epoch 1901 | loss: 0.0312445 | val_loss: 0.0312465 | Time: 2980.43 ms
[2021-11-11 05:53:20 main:574] : INFO : Epoch 1902 | loss: 0.0312447 | val_loss: 0.031247 | Time: 2993.57 ms
[2021-11-11 05:53:23 main:574] : INFO : Epoch 1903 | loss: 0.0312437 | val_loss: 0.0312462 | Time: 2991.6 ms
[2021-11-11 05:53:26 main:574] : INFO : Epoch 1904 | loss: 0.0312438 | val_loss: 0.0312464 | Time: 2997.01 ms
[2021-11-11 05:53:29 main:574] : INFO : Epoch 1905 | loss: 0.0312437 | val_loss: 0.0312463 | Time: 3016.58 ms
[2021-11-11 05:53:32 main:574] : INFO : Epoch 1906 | loss: 0.0312445 | val_loss: 0.0312524 | Time: 3021.4 ms
[2021-11-11 05:53:35 main:574] : INFO : Epoch 1907 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 3009.84 ms
[2021-11-11 05:53:38 main:574] : INFO : Epoch 1908 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 2980.51 ms
[2021-11-11 05:53:41 main:574] : INFO : Epoch 1909 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 2985.74 ms
[2021-11-11 05:53:44 main:574] : INFO : Epoch 1910 | loss: 0.031245 | val_loss: 0.0312525 | Time: 3004.11 ms
[2021-11-11 05:53:47 main:574] : INFO : Epoch 1911 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 2989.77 ms
[2021-11-11 05:53:50 main:574] : INFO : Epoch 1912 | loss: 0.0312457 | val_loss: 0.0312486 | Time: 3060.48 ms
[2021-11-11 05:53:53 main:574] : INFO : Epoch 1913 | loss: 0.031245 | val_loss: 0.0312465 | Time: 3016.21 ms
[2021-11-11 05:53:56 main:574] : INFO : Epoch 1914 | loss: 0.0312449 | val_loss: 0.0312479 | Time: 3040.36 ms
[2021-11-11 05:53:59 main:574] : INFO : Epoch 1915 | loss: 0.0312447 | val_loss: 0.031246 | Time: 3022.49 ms
[2021-11-11 05:54:02 main:574] : INFO : Epoch 1916 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 2987.22 ms
[2021-11-11 05:54:05 main:574] : INFO : Epoch 1917 | loss: 0.0312443 | val_loss: 0.0312464 | Time: 3012.39 ms
[2021-11-11 05:54:08 main:574] : INFO : Epoch 1918 | loss: 0.0312439 | val_loss: 0.0312458 | Time: 2994.24 ms
[2021-11-11 05:54:11 main:574] : INFO : Epoch 1919 | loss: 0.0312442 | val_loss: 0.0312454 | Time: 2989.27 ms
[2021-11-11 05:54:14 main:574] : INFO : Epoch 1920 | loss: 0.0312442 | val_loss: 0.031248 | Time: 3003.76 ms
[2021-11-11 05:54:17 main:574] : INFO : Epoch 1921 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 2989.16 ms
[2021-11-11 05:54:20 main:574] : INFO : Epoch 1922 | loss: 0.0312443 | val_loss: 0.0312461 | Time: 3006.52 ms
[2021-11-11 05:54:23 main:574] : INFO : Epoch 1923 | loss: 0.0312437 | val_loss: 0.031245 | Time: 2992.05 ms
[2021-11-11 05:54:26 main:574] : INFO : Epoch 1924 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 3027.02 ms
[2021-11-11 05:54:29 main:574] : INFO : Epoch 1925 | loss: 0.031246 | val_loss: 0.031251 | Time: 3021.7 ms
[2021-11-11 05:54:32 main:574] : INFO : Epoch 1926 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 2992.1 ms
[2021-11-11 05:54:35 main:574] : INFO : Epoch 1927 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 3017.48 ms
[2021-11-11 05:54:38 main:574] : INFO : Epoch 1928 | loss: 0.0312439 | val_loss: 0.0312456 | Time: 3032.38 ms
[2021-11-11 05:54:41 main:574] : INFO : Epoch 1929 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 3019 ms
[2021-11-11 05:54:44 main:574] : INFO : Epoch 1930 | loss: 0.0312457 | val_loss: 0.0312508 | Time: 3020.24 ms
[2021-11-11 05:54:47 main:574] : INFO : Epoch 1931 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 3000.49 ms
[2021-11-11 05:54:50 main:574] : INFO : Epoch 1932 | loss: 0.0312442 | val_loss: 0.0312518 | Time: 2982.25 ms
[2021-11-11 05:54:53 main:574] : INFO : Epoch 1933 | loss: 0.0312489 | val_loss: 0.0312554 | Time: 2991.28 ms
[2021-11-11 05:54:56 main:574] : INFO : Epoch 1934 | loss: 0.031247 | val_loss: 0.0312456 | Time: 3005.92 ms
[2021-11-11 05:54:59 main:574] : INFO : Epoch 1935 | loss: 0.0312436 | val_loss: 0.0312448 | Time: 2994.05 ms
[2021-11-11 05:55:02 main:574] : INFO : Epoch 1936 | loss: 0.031244 | val_loss: 0.0312539 | Time: 3002.98 ms
[2021-11-11 05:55:05 main:574] : INFO : Epoch 1937 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 3027.23 ms
[2021-11-11 05:55:08 main:574] : INFO : Epoch 1938 | loss: 0.0312441 | val_loss: 0.0312482 | Time: 3007.57 ms
[2021-11-11 05:55:11 main:574] : INFO : Epoch 1939 | loss: 0.0312444 | val_loss: 0.0312477 | Time: 3017.91 ms
[2021-11-11 05:55:14 main:574] : INFO : Epoch 1940 | loss: 0.0312432 | val_loss: 0.0312441 | Time: 3020.21 ms
[2021-11-11 05:55:17 main:574] : INFO : Epoch 1941 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 2988.6 ms
[2021-11-11 05:55:20 main:574] : INFO : Epoch 1942 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 3012.77 ms
[2021-11-11 05:55:23 main:574] : INFO : Epoch 1943 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 3004.89 ms
[2021-11-11 05:55:26 main:574] : INFO : Epoch 1944 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 3017.68 ms
[2021-11-11 05:55:29 main:574] : INFO : Epoch 1945 | loss: 0.0312452 | val_loss: 0.0312541 | Time: 3003.09 ms
[2021-11-11 05:55:32 main:574] : INFO : Epoch 1946 | loss: 0.0312507 | val_loss: 0.0312466 | Time: 3027.59 ms
[2021-11-11 05:55:35 main:574] : INFO : Epoch 1947 | loss: 0.0312449 | val_loss: 0.0312425 | Time: 3004.97 ms
[2021-11-11 05:55:39 main:574] : INFO : Epoch 1948 | loss: 0.0312421 | val_loss: 0.0312425 | Time: 3030.05 ms
[2021-11-11 05:55:42 main:574] : INFO : Epoch 1949 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 3010.44 ms
[2021-11-11 05:55:45 main:574] : INFO : Epoch 1950 | loss: 0.031242 | val_loss: 0.0312417 | Time: 3011.17 ms
[2021-11-11 05:55:48 main:574] : INFO : Epoch 1951 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 2962.85 ms
[2021-11-11 05:55:51 main:574] : INFO : Epoch 1952 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 3006.6 ms
[2021-11-11 05:55:54 main:574] : INFO : Epoch 1953 | loss: 0.0312458 | val_loss: 0.0312435 | Time: 2985.71 ms
[2021-11-11 05:55:57 main:574] : INFO : Epoch 1954 | loss: 0.0312433 | val_loss: 0.0312503 | Time: 3004.82 ms
[2021-11-11 05:56:00 main:574] : INFO : Epoch 1955 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 3009.7 ms
[2021-11-11 05:56:03 main:574] : INFO : Epoch 1956 | loss: 0.0312422 | val_loss: 0.0312431 | Time: 3017.67 ms
[2021-11-11 05:56:06 main:574] : INFO : Epoch 1957 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 3000.32 ms
[2021-11-11 05:56:09 main:574] : INFO : Epoch 1958 | loss: 0.0312441 | val_loss: 0.0312474 | Time: 3023.14 ms
[2021-11-11 05:56:12 main:574] : INFO : Epoch 1959 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 2987.91 ms
[2021-11-11 05:56:15 main:574] : INFO : Epoch 1960 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 3021.48 ms
[2021-11-11 05:56:18 main:574] : INFO : Epoch 1961 | loss: 0.0312432 | val_loss: 0.0312495 | Time: 3002.49 ms
[2021-11-11 05:56:21 main:574] : INFO : Epoch 1962 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 3007.53 ms
[2021-11-11 05:56:24 main:574] : INFO : Epoch 1963 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 3017.28 ms
[2021-11-11 05:56:27 main:574] : INFO : Epoch 1964 | loss: 0.03124 | val_loss: 0.0312417 | Time: 3018.37 ms
[2021-11-11 05:56:30 main:574] : INFO : Epoch 1965 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 2989.98 ms
[2021-11-11 05:56:33 main:574] : INFO : Epoch 1966 | loss: 0.0312416 | val_loss: 0.0312415 | Time: 3028.36 ms
[2021-11-11 05:56:36 main:574] : INFO : Epoch 1967 | loss: 0.0312401 | val_loss: 0.0312467 | Time: 3024.97 ms
[2021-11-11 05:56:39 main:574] : INFO : Epoch 1968 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 3007.59 ms
[2021-11-11 05:56:42 main:574] : INFO : Epoch 1969 | loss: 0.0312397 | val_loss: 0.0312417 | Time: 2981.92 ms
[2021-11-11 05:56:45 main:574] : INFO : Epoch 1970 | loss: 0.0312388 | val_loss: 0.0312408 | Time: 3007.78 ms
[2021-11-11 05:56:48 main:574] : INFO : Epoch 1971 | loss: 0.0312395 | val_loss: 0.0312413 | Time: 3025.86 ms
[2021-11-11 05:56:51 main:574] : INFO : Epoch 1972 | loss: 0.0312403 | val_loss: 0.0312403 | Time: 3002.92 ms
[2021-11-11 05:56:54 main:574] : INFO : Epoch 1973 | loss: 0.0312407 | val_loss: 0.0312414 | Time: 3022.39 ms
[2021-11-11 05:56:57 main:574] : INFO : Epoch 1974 | loss: 0.031242 | val_loss: 0.0312484 | Time: 3035.13 ms
[2021-11-11 05:57:00 main:574] : INFO : Epoch 1975 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 3035.42 ms
[2021-11-11 05:57:03 main:574] : INFO : Epoch 1976 | loss: 0.0312414 | val_loss: 0.0312398 | Time: 3003.2 ms
[2021-11-11 05:57:06 main:574] : INFO : Epoch 1977 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 3022.53 ms
[2021-11-11 05:57:09 main:574] : INFO : Epoch 1978 | loss: 0.0312434 | val_loss: 0.0312412 | Time: 2993.71 ms
[2021-11-11 05:57:12 main:574] : INFO : Epoch 1979 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 3021.3 ms
[2021-11-11 05:57:15 main:574] : INFO : Epoch 1980 | loss: 0.0312386 | val_loss: 0.0312444 | Time: 3012.25 ms
[2021-11-11 05:57:18 main:574] : INFO : Epoch 1981 | loss: 0.0312388 | val_loss: 0.0312398 | Time: 3012.74 ms
[2021-11-11 05:57:21 main:574] : INFO : Epoch 1982 | loss: 0.0312388 | val_loss: 0.0312439 | Time: 3008.72 ms
[2021-11-11 05:57:24 main:574] : INFO : Epoch 1983 | loss: 0.0312384 | val_loss: 0.0312428 | Time: 2992.75 ms
[2021-11-11 05:57:27 main:574] : INFO : Epoch 1984 | loss: 0.0312385 | val_loss: 0.0312386 | Time: 3011.74 ms
[2021-11-11 05:57:30 main:574] : INFO : Epoch 1985 | loss: 0.031238 | val_loss: 0.03124 | Time: 3020.44 ms
[2021-11-11 05:57:33 main:574] : INFO : Epoch 1986 | loss: 0.0312393 | val_loss: 0.0312403 | Time: 3039.96 ms
[2021-11-11 05:57:36 main:574] : INFO : Epoch 1987 | loss: 0.031238 | val_loss: 0.0312388 | Time: 3034.15 ms
[2021-11-11 05:57:39 main:574] : INFO : Epoch 1988 | loss: 0.0312368 | val_loss: 0.0312401 | Time: 2960.4 ms
[2021-11-11 05:57:42 main:574] : INFO : Epoch 1989 | loss: 0.0312397 | val_loss: 0.0312395 | Time: 2971.57 ms
[2021-11-11 05:57:45 main:574] : INFO : Epoch 1990 | loss: 0.0312371 | val_loss: 0.0312409 | Time: 3014.31 ms
[2021-11-11 05:57:48 main:574] : INFO : Epoch 1991 | loss: 0.0312407 | val_loss: 0.0312387 | Time: 2997.27 ms
[2021-11-11 05:57:52 main:574] : INFO : Epoch 1992 | loss: 0.0312376 | val_loss: 0.0312424 | Time: 3031.6 ms
[2021-11-11 05:57:55 main:574] : INFO : Epoch 1993 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 3016.82 ms
[2021-11-11 05:57:58 main:574] : INFO : Epoch 1994 | loss: 0.0312361 | val_loss: 0.031244 | Time: 2983.85 ms
[2021-11-11 05:58:01 main:574] : INFO : Epoch 1995 | loss: 0.0312379 | val_loss: 0.0312393 | Time: 3004.05 ms
[2021-11-11 05:58:03 main:574] : INFO : Epoch 1996 | loss: 0.0312373 | val_loss: 0.0312372 | Time: 2942.38 ms
[2021-11-11 05:58:06 main:574] : INFO : Epoch 1997 | loss: 0.0312355 | val_loss: 0.0312376 | Time: 2929.54 ms
[2021-11-11 05:58:09 main:574] : INFO : Epoch 1998 | loss: 0.0312357 | val_loss: 0.0312482 | Time: 2921.8 ms
[2021-11-11 05:58:12 main:574] : INFO : Epoch 1999 | loss: 0.0312374 | val_loss: 0.0312463 | Time: 2937.94 ms
[2021-11-11 05:58:15 main:574] : INFO : Epoch 2000 | loss: 0.0312397 | val_loss: 0.0312405 | Time: 2915.57 ms
[2021-11-11 05:58:18 main:574] : INFO : Epoch 2001 | loss: 0.0312359 | val_loss: 0.0312378 | Time: 2916 ms
[2021-11-11 05:58:21 main:574] : INFO : Epoch 2002 | loss: 0.0312371 | val_loss: 0.0312418 | Time: 2922.84 ms
[2021-11-11 05:58:24 main:574] : INFO : Epoch 2003 | loss: 0.0312403 | val_loss: 0.0312382 | Time: 2916.05 ms
[2021-11-11 05:58:27 main:574] : INFO : Epoch 2004 | loss: 0.0312379 | val_loss: 0.0312388 | Time: 2932.01 ms
[2021-11-11 05:58:30 main:574] : INFO : Epoch 2005 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 2955.5 ms
[2021-11-11 05:58:33 main:574] : INFO : Epoch 2006 | loss: 0.0312355 | val_loss: 0.0312376 | Time: 2961.62 ms
[2021-11-11 05:58:36 main:574] : INFO : Epoch 2007 | loss: 0.0312352 | val_loss: 0.031236 | Time: 2955.51 ms
[2021-11-11 05:58:39 main:574] : INFO : Epoch 2008 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 2950.89 ms
[2021-11-11 05:58:42 main:574] : INFO : Epoch 2009 | loss: 0.0312342 | val_loss: 0.0312488 | Time: 2929.98 ms
[2021-11-11 05:58:45 main:574] : INFO : Epoch 2010 | loss: 0.0312409 | val_loss: 0.0312516 | Time: 2933.64 ms
[2021-11-11 05:58:48 main:574] : INFO : Epoch 2011 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 2954.12 ms
[2021-11-11 05:58:51 main:574] : INFO : Epoch 2012 | loss: 0.031237 | val_loss: 0.0312371 | Time: 2949.39 ms
[2021-11-11 05:58:54 main:574] : INFO : Epoch 2013 | loss: 0.0312358 | val_loss: 0.0312457 | Time: 2951.14 ms
[2021-11-11 05:58:57 main:574] : INFO : Epoch 2014 | loss: 0.0312383 | val_loss: 0.0312364 | Time: 2979.37 ms
[2021-11-11 05:59:00 main:574] : INFO : Epoch 2015 | loss: 0.0312344 | val_loss: 0.031237 | Time: 2961.47 ms
[2021-11-11 05:59:03 main:574] : INFO : Epoch 2016 | loss: 0.0312338 | val_loss: 0.0312351 | Time: 2929.98 ms
[2021-11-11 05:59:05 main:574] : INFO : Epoch 2017 | loss: 0.0312331 | val_loss: 0.0312355 | Time: 2972.41 ms
[2021-11-11 05:59:08 main:574] : INFO : Epoch 2018 | loss: 0.0312333 | val_loss: 0.0312369 | Time: 2954 ms
[2021-11-11 05:59:11 main:574] : INFO : Epoch 2019 | loss: 0.0312327 | val_loss: 0.0312347 | Time: 2945.49 ms
[2021-11-11 05:59:14 main:574] : INFO : Epoch 2020 | loss: 0.0312332 | val_loss: 0.0312365 | Time: 2977.13 ms
[2021-11-11 05:59:17 main:574] : INFO : Epoch 2021 | loss: 0.0312341 | val_loss: 0.0312397 | Time: 3009.45 ms
[2021-11-11 05:59:20 main:574] : INFO : Epoch 2022 | loss: 0.0312357 | val_loss: 0.031236 | Time: 3000.4 ms
[2021-11-11 05:59:23 main:574] : INFO : Epoch 2023 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 3011.32 ms
[2021-11-11 05:59:26 main:574] : INFO : Epoch 2024 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 2996.3 ms
[2021-11-11 05:59:29 main:574] : INFO : Epoch 2025 | loss: 0.0312324 | val_loss: 0.0312377 | Time: 3026.62 ms
[2021-11-11 05:59:33 main:574] : INFO : Epoch 2026 | loss: 0.0312354 | val_loss: 0.0312365 | Time: 3019.21 ms
[2021-11-11 05:59:36 main:574] : INFO : Epoch 2027 | loss: 0.0312348 | val_loss: 0.0312338 | Time: 2978.01 ms
[2021-11-11 05:59:39 main:574] : INFO : Epoch 2028 | loss: 0.0312309 | val_loss: 0.0312338 | Time: 3021.25 ms
[2021-11-11 05:59:42 main:574] : INFO : Epoch 2029 | loss: 0.0312327 | val_loss: 0.0312344 | Time: 3043.93 ms
[2021-11-11 05:59:45 main:574] : INFO : Epoch 2030 | loss: 0.0312325 | val_loss: 0.0312442 | Time: 2998.77 ms
[2021-11-11 05:59:48 main:574] : INFO : Epoch 2031 | loss: 0.0312323 | val_loss: 0.0312333 | Time: 2974.36 ms
[2021-11-11 05:59:51 main:574] : INFO : Epoch 2032 | loss: 0.0312316 | val_loss: 0.0312365 | Time: 3012.34 ms
[2021-11-11 05:59:54 main:574] : INFO : Epoch 2033 | loss: 0.0312332 | val_loss: 0.0312338 | Time: 2999.08 ms
[2021-11-11 05:59:57 main:574] : INFO : Epoch 2034 | loss: 0.0312314 | val_loss: 0.0312323 | Time: 2969.37 ms
[2021-11-11 06:00:00 main:574] : INFO : Epoch 2035 | loss: 0.0312309 | val_loss: 0.0312367 | Time: 3033.71 ms
[2021-11-11 06:00:03 main:574] : INFO : Epoch 2036 | loss: 0.0312328 | val_loss: 0.0312439 | Time: 3002.2 ms
[2021-11-11 06:00:06 main:574] : INFO : Epoch 2037 | loss: 0.0312333 | val_loss: 0.0312316 | Time: 2994.96 ms
[2021-11-11 06:00:09 main:574] : INFO : Epoch 2038 | loss: 0.0312295 | val_loss: 0.0312321 | Time: 3029.72 ms
[2021-11-11 06:00:12 main:574] : INFO : Epoch 2039 | loss: 0.0312301 | val_loss: 0.0312336 | Time: 3004.39 ms
[2021-11-11 06:00:15 main:574] : INFO : Epoch 2040 | loss: 0.0312359 | val_loss: 0.0312348 | Time: 2993.25 ms
[2021-11-11 06:00:18 main:574] : INFO : Epoch 2041 | loss: 0.0312334 | val_loss: 0.0312335 | Time: 3007.56 ms
[2021-11-11 06:00:21 main:574] : INFO : Epoch 2042 | loss: 0.0312302 | val_loss: 0.0312318 | Time: 2987.23 ms
[2021-11-11 06:00:24 main:574] : INFO : Epoch 2043 | loss: 0.0312301 | val_loss: 0.0312329 | Time: 3033.09 ms
[2021-11-11 06:00:27 main:574] : INFO : Epoch 2044 | loss: 0.0312304 | val_loss: 0.031244 | Time: 3041.32 ms
[2021-11-11 06:00:30 main:574] : INFO : Epoch 2045 | loss: 0.0312347 | val_loss: 0.0312367 | Time: 3025.21 ms
[2021-11-11 06:00:33 main:574] : INFO : Epoch 2046 | loss: 0.0312306 | val_loss: 0.0312411 | Time: 3013.77 ms
[2021-11-11 06:00:36 main:574] : INFO : Epoch 2047 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 3010.05 ms
[2021-11-11 06:00:39 main:574] : INFO : Epoch 2048 | loss: 0.0312283 | val_loss: 0.0312306 | Time: 2999.66 ms
[2021-11-11 06:00:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312306
[2021-11-11 06:00:39 main:603] : INFO : Saving end state to config to file
[2021-11-11 06:00:39 main:608] : INFO : Success, exiting..
06:00:39 (4320): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)