06-20-2019 06:12 AM
I am working on AI H/W acceleration on ZCU104 target board. A part of my work I want to add the custom AI based tensorflow framework and application to sdosc and build to convert to RTL code and also needs profiling information. Could anyone suggest me how to integrate customized Tensorflow based application to sdsoc to build .
06-20-2019 11:34 PM
Please refer below two documents
06-21-2019 01:26 AM
Thanks for reply. I have gone through the document ug1331-dnndk-sdsoc. From the document page 12 i see that there is only support for caffe model is given, with the below steps
• Floating-point ResNet50 model file for Caffe ( resnet50.prototxt )
• Pre-trained weights file for ResNet50 with Caffe ( resnet50.caffemodel )
• calibration dataset
Extract 100 to 1000 images from ImageNet training dataset, and change the path in
1. Convert ResNet-50 floating-point model to quantized INT8 model with the Deep Compression Tool
Files deploy.prototxt and deploy.caffemodel are generated.
but tensorflow support and steps are not mentioned in document. I want to know the tensorflow steps .
My query is that this is dnndk integrating to sdsoc. But i want to integrate third party AI Tensorflow framework to sdsoc may I know the steps and references.
06-21-2019 02:51 AM
Thanks for support. with out using DNNDK tools and sdk support , I have my own C/C++ AI based machine learning application with 3D CNN uisng tensorflow framework and want to integrate to sdosc to have H/W acceleration and generate RTL code . Is it possibe to integrate to sdsoc. Could you please share the steps how to proceed.
06-22-2019 01:51 PM
06-24-2019 04:36 AM
I have gone through ml-suite. I have found examples on caffe model. But My actual requirement is I have my own open source trained model based on tensorflow with 2d or 3d convolution network along with application to provide inference so I want to this tarined model along with Application to port to sdsoc development environment to generate RTL code. Could you help me on this.
06-24-2019 09:20 PM
This forum section is specific to SDSoC and reVISION.
I request you to post your question in below section.