Layer to Graph Node Compatibility

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

Batch Normalization

Tensorflow Reference

Convolution

Tensorflow Reference

Concatenation

Tensorflow Reference

Deconvolution/Transposed Convolution

Tensorflow Reference

ElementWise Sum/Mul/Max

Tensorflow Reference Sum
Tensorflow Reference Mul
Tensorflow Reference Max

Fully Connected

Tensorflow Reference

Local Response Normalization

Tensorflow Reference

Pooling Avg/Max

Tensorflow Avg Pooling Reference
Tensorflow Max Pooling Reference

Sigmoid/Relu/TanH/Elu

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

SoftMax

Tensorflow SoftMax Reference

PReLu

TFLearn PReLU Reference

Slice

Tensorflow Slice Reference

Reshape

Tensorflow Reshape Reference