[Application] Add Simple Layers NNtrainer example(FC, LSTM, Conv)
authorDongHak Park <donghak.park@samsung.com>
Wed, 1 Feb 2023 05:41:29 +0000 (14:41 +0900)
committerJijoong Moon <jijoong.moon@samsung.com>
Tue, 7 Feb 2023 22:45:17 +0000 (07:45 +0900)
commitf3ab60654d9bc36474a9a3101ebb50a77867e261
treee27411acb6b6ab668100b765e7917de9e55bfe43
parentdfc8992aee896c7c7c6c51646acf269a31bc34c2
[Application] Add Simple Layers NNtrainer example(FC, LSTM, Conv)

Add Simple Layers NNtrainer example(FC, LSTM, Conv)  with Dummy Data

Add Single Layer example
- Linear(Fully-Connected)
- Conv
- LSTM
- Model_A_Linear
- Model_A_Conv
- Model_C_Linear
- Model_C_Conv

We conduct Memory & Latency Benchmark test based on these code
It's Loss possibly show inf cause It's DataSet is Dummy If you want to get actual Loss set your own Dataset
- It support only training if user want they can set dataset, validation loss, test loss... etc

Signed-off-by: DongHak Park <donghak.park@samsung.com>
14 files changed:
Applications/Layers/README.md [new file with mode: 0644]
Applications/Layers/jni/Android.mk [new file with mode: 0644]
Applications/Layers/jni/Application.mk [new file with mode: 0644]
Applications/Layers/jni/main.cpp [new file with mode: 0644]
Applications/Layers/jni/meson.build [new file with mode: 0644]
Applications/Layers/res/Conv.ini [new file with mode: 0644]
Applications/Layers/res/LSTM.ini [new file with mode: 0644]
Applications/Layers/res/Linear.ini [new file with mode: 0644]
Applications/Layers/res/Model_A_Conv.ini [new file with mode: 0644]
Applications/Layers/res/Model_A_Linear.ini [new file with mode: 0644]
Applications/Layers/res/Model_C_Conv.ini [new file with mode: 0644]
Applications/Layers/res/Model_C_Linear.ini [new file with mode: 0644]
Applications/README.md
Applications/meson.build