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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/07/26 21:02:41 UTC
[GitHub] nswamy opened a new issue #11901: CPP_Package Lenet Example needs
rework to improve the accuracy
nswamy opened a new issue #11901: CPP_Package Lenet Example needs rework to improve the accuracy
URL: https://github.com/apache/incubator-mxnet/issues/11901
## Description
Running Current CPP_Package Lenet Example shows the accuracy is not improving. The network architecture needs to be revisited to improve the accuracy. Logging/Documentation/etc., needs to be improved as well for all the CPP Package Examples.
```
[08:03:11] lenet.cpp:191: Epoch [251] Time cost :2.82437, accuracy: 0.0917187
[08:03:14] lenet.cpp:191: Epoch [252] Time cost :2.80197, accuracy: 0.105
[08:03:17] lenet.cpp:191: Epoch [253] Time cost :2.84335, accuracy: 0.0992187
[08:03:20] lenet.cpp:191: Epoch [254] Time cost :2.84199, accuracy: 0.105
[08:03:23] lenet.cpp:191: Epoch [255] Time cost :2.82093, accuracy: 0.103594
[08:03:26] lenet.cpp:191: Epoch [256] Time cost :2.82659, accuracy: 0.105
[08:03:29] lenet.cpp:191: Epoch [257] Time cost :2.83494, accuracy: 0.0976562
[08:03:32] lenet.cpp:191: Epoch [258] Time cost :2.81344, accuracy: 0.105
[08:03:35] lenet.cpp:191: Epoch [259] Time cost :2.82905, accuracy: 0.0992187
[08:03:38] lenet.cpp:191: Epoch [260] Time cost :2.84072, accuracy: 0.105
[08:03:41] lenet.cpp:191: Epoch [261] Time cost :2.80219, accuracy: 0.111562
[08:03:44] lenet.cpp:191: Epoch [262] Time cost :2.81896, accuracy: 0.095625
[08:03:46] lenet.cpp:191: Epoch [263] Time cost :2.80515, accuracy: 0.0976562
[08:03:49] lenet.cpp:191: Epoch [264] Time cost :2.81536, accuracy: 0.105
[08:03:52] lenet.cpp:191: Epoch [265] Time cost :2.80752, accuracy: 0.100781
[08:03:55] lenet.cpp:191: Epoch [266] Time cost :2.85179, accuracy: 0.0976562
[08:03:58] lenet.cpp:191: Epoch [267] Time cost :2.82427, accuracy: 0.0917187
[08:04:01] lenet.cpp:191: Epoch [268] Time cost :2.85179, accuracy: 0.105
[08:04:04] lenet.cpp:191: Epoch [269] Time cost :2.82831, accuracy: 0.0992187
[08:04:07] lenet.cpp:191: Epoch [270] Time cost :2.84071, accuracy: 0.105
[08:04:10] lenet.cpp:191: Epoch [271] Time cost :2.82893, accuracy: 0.103594
[08:04:13] lenet.cpp:191: Epoch [272] Time cost :2.83461, accuracy: 0.105
[08:04:16] lenet.cpp:191: Epoch [273] Time cost :2.80872, accuracy: 0.0976562
[08:04:19] lenet.cpp:191: Epoch [274] Time cost :2.82435, accuracy: 0.105
[08:04:22] lenet.cpp:191: Epoch [275] Time cost :2.83497, accuracy: 0.0992187
[08:04:24] lenet.cpp:191: Epoch [276] Time cost :2.82968, accuracy: 0.105
[08:04:27] lenet.cpp:191: Epoch [277] Time cost :2.81235, accuracy: 0.111562
[08:04:30] lenet.cpp:191: Epoch [278] Time cost :2.8144, accuracy: 0.095625
[08:04:33] lenet.cpp:191: Epoch [279] Time cost :2.81339, accuracy: 0.0976562
[08:04:36] lenet.cpp:191: Epoch [280] Time cost :2.79739, accuracy: 0.105
[08:04:39] lenet.cpp:191: Epoch [281] Time cost :2.8489, accuracy: 0.100781
[08:04:42] lenet.cpp:191: Epoch [282] Time cost :2.83861, accuracy: 0.0976562
[08:04:45] lenet.cpp:191: Epoch [283] Time cost :2.8226, accuracy: 0.0917187
[08:04:48] lenet.cpp:191: Epoch [284] Time cost :2.8185, accuracy: 0.105
[08:04:51] lenet.cpp:191: Epoch [285] Time cost :2.81521, accuracy: 0.0992187
[08:04:54] lenet.cpp:191: Epoch [286] Time cost :2.82646, accuracy: 0.105
[08:04:57] lenet.cpp:191: Epoch [287] Time cost :2.83055, accuracy: 0.103594
[08:04:59] lenet.cpp:191: Epoch [288] Time cost :2.82807, accuracy: 0.105
[08:05:02] lenet.cpp:191: Epoch [289] Time cost :2.83138, accuracy: 0.0976562
[08:05:05] lenet.cpp:191: Epoch [290] Time cost :2.82849, accuracy: 0.105
[08:05:08] lenet.cpp:191: Epoch [291] Time cost :2.84255, accuracy: 0.0992187
[08:05:11] lenet.cpp:191: Epoch [292] Time cost :2.84767, accuracy: 0.105
[08:05:14] lenet.cpp:191: Epoch [293] Time cost :2.82494, accuracy: 0.111562
[08:05:17] lenet.cpp:191: Epoch [294] Time cost :2.8167, accuracy: 0.095625
[08:05:20] lenet.cpp:191: Epoch [295] Time cost :2.81547, accuracy: 0.0976562
[08:05:23] lenet.cpp:191: Epoch [296] Time cost :2.83213, accuracy: 0.105
[08:05:26] lenet.cpp:191: Epoch [297] Time cost :2.83226, accuracy: 0.100781
[08:05:29] lenet.cpp:191: Epoch [298] Time cost :2.81854, accuracy: 0.0976562
[08:05:32] lenet.cpp:191: Epoch [299] Time cost :2.83164, accuracy: 0.0917187
[08:05:35] lenet.cpp:191: Epoch [300] Time cost :2.83807, accuracy: 0.105
[08:05:37] lenet.cpp:191: Epoch [301] Time cost :2.82923, accuracy: 0.0992187
[08:05:40] lenet.cpp:191: Epoch [302] Time cost :2.83439, accuracy: 0.105
[08:05:43] lenet.cpp:191: Epoch [303] Time cost :2.8648, accuracy: 0.103594
[08:05:46] lenet.cpp:191: Epoch [304] Time cost :2.81611, accuracy: 0.105
[08:05:49] lenet.cpp:191: Epoch [305] Time cost :2.83235, accuracy: 0.0976562
[08:05:52] lenet.cpp:191: Epoch [306] Time cost :2.82705, accuracy: 0.105
[08:05:55] lenet.cpp:191: Epoch [307] Time cost :2.8145, accuracy: 0.0992187
[08:05:58] lenet.cpp:191: Epoch [308] Time cost :2.8112, accuracy: 0.105
[08:06:01] lenet.cpp:191: Epoch [309] Time cost :2.82919, accuracy: 0.111562
[08:06:04] lenet.cpp:191: Epoch [310] Time cost :2.80883, accuracy: 0.095625
[08:06:07] lenet.cpp:191: Epoch [311] Time cost :2.81497, accuracy: 0.0976562
[08:06:10] lenet.cpp:191: Epoch [312] Time cost :2.83363, accuracy: 0.105
[08:06:13] lenet.cpp:191: Epoch [313] Time cost :2.80442, accuracy: 0.100781
[08:06:15] lenet.cpp:191: Epoch [314] Time cost :2.82276, accuracy: 0.0976562
[08:06:18] lenet.cpp:191: Epoch [315] Time cost :2.81923, accuracy: 0.0917187
[08:06:21] lenet.cpp:191: Epoch [316] Time cost :2.86166, accuracy: 0.105
[08:06:24] lenet.cpp:191: Epoch [317] Time cost :2.80451, accuracy: 0.0992187
[08:06:27] lenet.cpp:191: Epoch [318] Time cost :2.82232, accuracy: 0.105
[08:06:30] lenet.cpp:191: Epoch [319] Time cost :2.83088, accuracy: 0.103594
```
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