Hardware Implementation of Vision Transformer

Related link:

• HLS implementation of ViT: [Link]
• Example for HLS tutorial: [Link]
• Example for HLS tutorial: [Link]
• MatMul acceleration in HLS: [Link], [Link], [Link], [Link], [Link]
• HLS for ML: [Link]
• High-Level Digital Design Automation Course - ECE 6775: [Link]
• Parallel Programming for FPGAs Course - CSE 237C: [Link]
• ECE 6775 Final Project course: [Link], [Link], [Link]
• ECE 8893- Parallel Programming for FPGAs: [Link]
• CNN accelerator with HLS: [Link]

Fix/Float point useful links:

• VHDL-2008 Support Library: [Link]
• fix/float lib(This link has a good description of fix/float point numbers): [Link]
• Simple Python Fixed-Point Module (SPFPM): [Link]
• fxpmath lib: [Link]
• Fixed point arithmetic with high-level VHDL: [Link]
• psi_fix lib: [Link]
• using fixed point library in Vivado2018.1: [Link]
• Fixed point in VHDL program using ModelSim: [Link]
• Fixed point library in VHDL: [Link]

Fix/float Library:

Python:

• Fxpmath: [Link]
• Decimal: [Link]
• Fixedpoint: [Link]

C++:

• https://github.com/MikeLankamp/fpm
• https://github.com/has-castle/fixed_point