Profiler only showing Conv2D Layers

Дата публикации: 14-01-2020 21:01:25

I am trying to retrieve the N2Cube Profile results for each layer of the MobilenetV2 tensorflow model that I downloaded from Vitis-AI/AI-Model-Zoo. I expect it to show DepthwiseConv layers and an AvgPool layer, but it seems to only return Conv2D layers:
Here are the steps to recreate the issue:
1. Compile all_models/tf_mobilenetv2_imagenet_224_224_1.17G/fix/deploy_model.pb
dnnc --parser=tensorflow --frozen_pb=fix/deploy_model.pb --output_dir=xilinx_modelzoo --dcf=../../../dcf/ZCU104.dcf --mode=debug --cpu_arch=arm64 --net_name=MobilenetV2 --save_kernel --dump=all
2. Copy over the generated ELF file to the ZCU104
3. Create a Makefile and main.cc similar to the files in ZCU104/samples/resnet50, updated with the correct DPU Kernel Name, Input Node, and Output Node
4. Run with profile mode
dexplorer -m profile
5. Compile main.cc linked with ELF and run the generated executable
 
Is there a way to get the profiler to generate these results with each layer in the network?
 
 

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