I am trying to test the SNPE on my phone (LG G7 SDM845)
I made the test app as you provied in your website (there some minor bugs on that).
anyway, when I run the app, there is no option for gpu or dsp acceleration both alexnet and inception_v3. there is only option for cpu.
1. If I try to use GPU and DSP option on this app, what should I do?
2. If my phone is not sutable for this test, What kind of SDM845 based commercial phone can accelerate the snpe DSP and GPU?
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Hi,
1. GPU, DSP runtime can be set while building Neural Network using the code below:
NeuralNetwork network = new SNPE.NeuralNetworkBuilder(application)
.setDebugEnabled(false)
//outputLayerNames = predictions_1/Softmax
.setOutputLayers(outputLayerNames)
//Input stream of converted_model.dlc
.setModel(assetInputStream, assetInputStream.available())
.setPerformanceProfile(NeuralNetwork.PerformanceProfile.DEFAULT)
//NeuralNetwork.Runtime.GPU_FLOAT16(for GPU), NeuralNetwork.Runtime.GPU,NeuralNetwork.Runtime.CPU(for CPU)
.setRuntimeOrder(NeuralNetwork.Runtime.DSP)
.setCpuFallbackEnabled(needsCpuFallback)
.build();
2.LG G7 device specifications include GPU(Adreno 630). So the test can be with NeuralNetwork.Runtime.GPU as runtime.