Description
Hello
I'm using hls4ml from the main branch. Looking at hls4ml.version I get 0.8.0.dev11+gabaea98a. I'm looking to profile the layers in my RNN. However when I use
hls4ml.model.profiling.numerical with my model I get the following error:
Traceback (most recent call last):
File "rnn_hls4ml.py", line 124, in
plots = hls4ml.model.profiling.numerical(model=model, hls_model=hls_model_reg, X=X_test)
File "/usr/local/lib/python3.8/dist-packages/hls4ml/model/profiling.py", line 460, in numerical
data = weights_hlsmodel(hls_model_unoptimized, fmt='summary', plot=plot)
File "/usr/local/lib/python3.8/dist-packages/hls4ml/model/profiling.py", line 225, in weights_hlsmodel
label = f'{name}/{suffix[iw]}'
I have generated an example in github to demonstrate the problem.
The example can be found here:
https://github.com/olaiya/rnn_hls4ml/blob/master/rnn_hls4ml.py
You can run the example with
git clone https://github.com/olaiya/rnn_hls4ml.git
cd rnn_hls4ml/
python3 rnn_hls4ml.py
How do I correctly generate the plots for profiling RNN layers?
Thanks
Manny