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Xilinx
Dataflow compiler for QNN inference on FPGAs
Creating a draft pull request to get a head start on code reviewing - some initial feedback on the structuring of the new class would be helpful, also if the...
Note: This PR depends on / incorporates #653, #685 and #689 Background: The current approach in FINN for determining the size of the FIFOs to be inserted between layers is...
I added and validated the implementation of the KV260 (Kria som vision ai starter kit) using the Cybersecurity example (provided). I was able to deploy and run the cybersecurity example...
Greetings, I'm currently trying to compile the following model: ```python import brevitas.nn as qnn import torch.nn as nn from brevitas.quant import ( Int8ActPerTensorFixedPoint as ActQuant, Int8WeightPerTensorFixedPoint as WeightQuant, ) class...
Greetings, I'm currently trying to compile a convolutional model generated via Brevitas and structured as follows:  When coming to the streamline step, I get the following Exception: ```...
## Prerequisites Please make sure to check off these prerequisites before submitting a bug report. - [x] Test that the bug appears on the current version of the dev-branch. Make...
With the growth of more and more RTL variants of common FINN hardware building blocks, there is a need to better organize the integration of these components. The purpose of...
(PR combines the previously closed PRs: PR #976 , PR #975 and PR #794) Adds support for utilizing multi-packed DSP48s and DSP58s for the 'MatrixVectorActivation' layer and likewise for the...
Move dependencies to setup script. might clash with the docker script, still need to validate this. # Usage ## Virtual env (Conda) Setup a virtual environment with Conda or Python...
