help wanted
仓库指标
- 星标
- (14,432 个星标)
- PR 合并指标
- (平均合并 3小时 56分钟) (30 天内合并 2 个 PR)
描述
Android now has a neural network API that delegates to NPU/DSP/GPU or falls back to CPU, on devices running Android 8.1 or higher. https://developer.android.com/ndk/guides/neuralnetworks/
Ideally there would be a backend in dlib to support this framework as it is likely going to be the most optimised pathway going forwards.
NNAPI is a bit limited in what it can do at this stage. It only does int8, int32 and float32 for types and a few dozen operations.
It was expanded in NNAPI 1.1, adding some more operations [Div/Mul/Pad/Mean/Sub] (which requires Android 9.0).
Example implementation can be found in the Tensorflow Lite library: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/nnapi/NeuralNetworksShim.h