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An Open Workflow to Build Custom SoCs and run Deep Models at the Edge

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Added a function in hardware.py to generate vitis flow script. Removed the files to be generated by the framework in run/work.

OS: RHEL8 GPU: A100 softwares/packages installed with conda deepsocflow installed following the instruction In deepsocflow/test/py/resnet18_bundle_api.ipynb, I turned on model.fit() and had an error. This is the error message: (deepsocflow) [zpli@sdfampere022...

Hi, after pip install . I gott error as below ![image](https://github.com/user-attachments/assets/3b60aa81-162f-4eec-a6b3-aa0718d548c9) How can I solve it? Thanks

## Summary Adds support for UpSample2D layers to enable semantic segmentation and encoder-decoder models. ## Changes - Added `XUpSample` class in `xlayers.py` for nearest neighbor upsampling - Updated `dataflow.py` to...

# PYNQ Driver for DeepSoCFlow ## Overview This pull request introduces a PYNQ-based Python driver that replicates the bare-metal C runtime for the DeepSoCFlow CGRA accelerator. The driver enables pure...

Hi CGRA4ML team, First, let me say that CGRA4ML looks like a very impressive and promising project. Our team is currently working on deploying large neural network models on FPGAs....