Representative Model Zoo

Questions
#1

Hi,

for a profiling/benchmarking experiment I am looking for a model zoo that covers most if not all of the available relay functions (especially NN functions).

I’ve been using MXNet’s vision models (does not cover many layer types) & tried using PyTorch’s offering (did not really fit as it required PyTorch 1.8.1 instead of 1.7.0, which created some trouble on the frontend).

Can anybody point me to better suited options? I want to include all major state-of-the-art models and application types, if possible

Thanks in advance :slight_smile:

#2

I think our frontend tutorials are the closest to what we can call “model zoo”. I agree that having more collection of ready-to-run models, preferably with auto-tuned config, would be valuable.

Recently I looked at the model zoo in openvino and I was impressed with their collection and high quality demos, many of them involving video input and output, that actually work. I wish similar demos existed for TVM but preparing them would surely be a full time work :slight_smile: @tqchen @jknight