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367 re write pj model as fpga friendly#369

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gallenaxel wants to merge 5 commits into
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367-re-write-pj-model-as-fpga-friendly
Open

367 re write pj model as fpga friendly#369
gallenaxel wants to merge 5 commits into
mainfrom
367-re-write-pj-model-as-fpga-friendly

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@gallenaxel
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Made a new PJ model which is FPGA friendly (at least the encoder part). From what I understand, nn.Unflatten() and nn.ConvTranspose2d isn't supported by hls4ml, so if you have any ideas @PRAkTIKal24 how to fix this, please let me know.

This PR only makes additions to the model file and adds an if statement to the encoder/decoder separate saving function in data_processing.py, so everything should work as before.

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