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Tutorial notebooks for hls4ml

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Hello, When I am attempting to run the Jupyter tutorial notebooks (using the provided environment), everything works up until the line hls_model.compile() where it produces the exception --------------------------------------------------------------------------- Exception Traceback...

- Add Dockerfile with Vivado for reference

Specify the package version to avoid package confilic

Greetings, I was trying to to run the buld function with c and RTL simulations on the first "getting started tutorial", using the build function: `hls_model.build(csim=True,cosim=True)` however i get the...

Hi, for my final year project I'm implementing an mnist cnn classifier model. I found your framework very interesting, I tried the first notebook but then I couldn't figure out...

I have been using pytorch a lot more than tensorflow, so writing in pytorch and converting to hls4ml would be more convenient. I tried to simply convert some of the...

Hi, in [environment.yaml](https://github.com/hls-fpga-machine-learning/hls4ml-tutorial/blob/master/environment.yml) Tensorflow version 2.3.1 is required. However when I run the notebooks on jupiter hub this happens: ``` print(tf.__version__) 2.1.0 ``` This is the cause of a weird...

In the nnet_conv2d_stream, there are two methods to implement the 2dCNN model: linebuffer and encoded. I read the code of both methods. However I did not understand the implementation of...

updates: - [github.com/psf/black: 23.11.0 → 24.4.2](https://github.com/psf/black/compare/23.11.0...24.4.2) - [github.com/pre-commit/pre-commit-hooks: v4.5.0 → v4.6.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.5.0...v4.6.0) - [github.com/PyCQA/isort: 5.13.0 → 5.13.2](https://github.com/PyCQA/isort/compare/5.13.0...5.13.2) - [github.com/asottile/pyupgrade: v3.15.0 → v3.16.0](https://github.com/asottile/pyupgrade/compare/v3.15.0...v3.16.0) - [github.com/pycqa/flake8: 6.1.0 → 7.1.0](https://github.com/pycqa/flake8/compare/6.1.0...7.1.0)

hello everyone, I'm new in this field and I need help concerning using hls4ml with vivado accelerator backend " imusing vivado2019.2 ", after I build my CNN following tuto 6...