Snapdragon Neural Processing Engine SDK
Reference Guide
Tensorflow Graph Compatibility

Layer to Graph Node Compatibility

The sections below describe what topologies of Tensorflow graph operations are compatible with each of the SNPE supported layers.

SNPE


Batch Normalization

Tensorflow Reference

SNPE


Convolution

Tensorflow Reference

SNPE


SNPE


Concatenation

Tensorflow Reference

SNPE


Deconvolution/Transposed Convolution

Tensorflow Reference

SNPE


ElementWise Sum/Mul/Max

Tensorflow Reference Sum
Tensorflow Reference Mul
Tensorflow Reference Max

SNPE


Fully Connected

Tensorflow Reference

SNPE


Local Response Normalization

Tensorflow Reference

SNPE


Pooling Avg/Max

Tensorflow Avg Pooling Reference
Tensorflow Max Pooling Reference

SNPE


Sigmoid/Relu/TanH/Elu

Tensorflow Relu Reference
Tensorflow Sigmoid Reference
Tensorflow TanH Reference
Tensorflow Elu Reference

SNPE


SoftMax

Tensorflow SoftMax Reference

SNPE


PReLu

TFLearn PReLU Reference

SNPE


Slice

Tensorflow Slice Reference

SNPE


Reshape

Tensorflow Reshape Reference

SNPE