[RFC-109] Add a new backend NNAPI for BYOC

mengshyu · September 20, 2024, 9:12pm

Reference implementation

github.com/apache/tvm

[BYOC][NNAPI] Add NNAPI backend for BYOC

main ← mengshyu:fea/nnapi

opened 08:27PM - 18 Sep 24 UTC

mengshyu

+2766 -0

[[RFC-109] Add a new backend NNAPI for BYOC ](https://discuss.tvm.apache.org/t/r…fc-109-add-a-new-backend-nnapi-for-byoc/17717) This PR introduces a new BYOC backend for Android Neural Networks API (NNAPI), enabling execution of neural networks on custom accelerators. This feature adds a new codegen and runtime for NNAPI, supporting operations such as element-wise ops, nn.dense, and nn.conv2d for CNN model with static shape. Co-authored-by: Ming-Long Huang [mlhuang@pllab.cs.nthu.edu.tw](mailto:mlhuang@pllab.cs.nthu.edu.tw) Co-authored-by: HMZ [mzhuang@pllab.cs.nthu.edu.tw](mailto:mzhuang@pllab.cs.nthu.edu.tw)