LiteNN

A simple neural networks library using Vulkan.

How to build

If you wish to use GPU, you need to download and build Kernel Slicer.

Standalone

To build with Vulkan capabilities run:

cmake -DLITENN_ENABLE_VULKAN=ON -DUSE_KSLICER_DIR=/path/to/slicer/directory -B ./build && cd build && make -j8

To build CPU-only version run

cmake -DLITENN_ENABLE_VULKAN=OFF -B ./build && cd build && make -j8

As library

Use it as CMake subproject. Options:

• LITENN_ENABLE_VULKAN (ON/OFF) -- whether to enable GPU mode using Kernel Slicer (default: ON);
• USE_KSLICER_DIR (PATH) -- path to kernel slicer directory (default: ../kernel_slicer).

Run tests

Change working directory to build (if building as subproject open build directory of root project):

cd build

To run tests use:

./litenn_test

or

./path/to/LiteNN/litenn_test