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Dataflow QNN inference accelerator examples on FPGAs

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After managing to rebuild the BNN images for the Pynq Z2 boards I'm having issues with deploying them. Unfortunatelfy the `pip3 install git+https://github.com/Xilinx/finn-examples.git@dev -v` command fails with the following error:...

Hi, I am wondering about the release mentioned in issue #17. I have run into some problems implementing ResNet-18 with FINN and it would be very helpful to see the...

Hello, This issue does not need a response. For the time being, I am moving to Vitis-AI. However, I wanted to let you know it seems like there are issues...

Hi FINN community, When I ran `2_imagenet_with_cnns.ipynb` I found out that it stucked when I set batch size other than 1. The program will be hang on `obuf_normal = accel.execute(ibuf_normal)`....

I want to implement the deployment of 4bit quantization on the PYNQ board. I saw that the MobileNet-v1 example in the example is quantified to 4bit, but I saw it...

Hi, It seems that the current `get_finn.sh` script uses an older commit: https://github.com/Xilinx/finn-examples/blob/7123fa53b73fcba0f80be009de2e83e0d48995f0/build/get-finn.sh#L30-L33 This commit point has this dependency issue where importing finn can cause: ``` from sigtools import _signatures,...

Hi, I'm trying to build the mobilenet-v1 model. I followed all the steps in the README of the repository. However I get this error: ``` File "/opt/conda/lib/python3.8/site-packages/sigtools/_signatures.py", line 83, in...

Pull request to fix the issue explained in #40

I have installed finn-examples on Pynq-Z2 (version 2.7), but I cannot run the notebook 3_binarycop_mask_detection.ipynb The error is: `Exception: Bitfile for model = bincop-cnv target platform = Pynq-Z2 not found....