Software ManualΒΆ

NVDLA has a full software ecosystem including support from compiling network to inference. Part of this ecosystem includes the on-device software stack, a part of the NVDLA open source release; additionally, NVIDIA will provide a full training infrastructure to build new models that incorporate Deep Learning, and to convert existing models to a form that is usable by NVDLA software. In general, the software associated with NVDLA is grouped into two parts: the Compilation tools (model conversion), and the Runtime environment (run-time software to load and execute compiled neural network on NVDLA). The general flow of this is as shown in the figure below;

Software Package