Network Thinning Support

[andyqian2015]

thx for your work, I check the library and not find the thin method which mentioned in the article of "A PROGRAMMABLE APPROACH TO MODEL COMPRESSION"

[andyqian2015]

wish to get your reply soon

[srvm]

Hi Andy,

Thank you for bringing this up. We are actively working on adding thinning support but don't have a definite timeline for it yet. As described in the paper, network thinning requires analyzing the DNN DAG to infer inter-node dependencies and we use PyTorch JIT + ONNX to do this. Unfortunately, we've been unable to come up with a reliable implementation that works across PyTorch and ONNX versions. For now, I'll keep this issue open and post any updates as I have them.