Machine learning on FPGAs using HLS
☆1,812Updated this week
Alternatives and similar repositories for hls4ml
Users that are interested in hls4ml are comparing it to the libraries listed below
Sorting:
- Tutorial notebooks for hls4ml☆407Updated this week
- Dataflow compiler for QNN inference on FPGAs☆942Feb 20, 2026Updated last week
- Vitis HLS Library for FINN☆215Updated this week
- A collection of extensions for Vitis and Intel FPGA OpenCL to improve developer quality of life.☆335Jan 20, 2025Updated last year
- Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.☆376Jan 20, 2025Updated last year
- HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs☆336Jul 9, 2019Updated 6 years ago
- ☆762Jan 22, 2026Updated last month
- Parallel Programming for FPGAs -- An open-source high-level synthesis book☆879Jan 16, 2026Updated last month
- Dataflow QNN inference accelerator examples on FPGAs☆244Aug 26, 2025Updated 6 months ago
- Vitis In-Depth Tutorials☆1,529Jan 29, 2026Updated last month
- Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.☆1,723Updated this week
- Brevitas: neural network quantization in PyTorch☆1,488Updated this week
- An OpenCL-based FPGA Accelerator for Convolutional Neural Networks☆1,367Feb 14, 2022Updated 4 years ago
- Examples shown as part of the tutorial "Productive parallel programming on FPGA with high-level synthesis".☆204Nov 14, 2021Updated 4 years ago
- TAPA compiles task-parallel HLS program into high-performance FPGA accelerators. UCLA-maintained.☆182Aug 16, 2025Updated 6 months ago
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆178Feb 19, 2026Updated last week
- QKeras: a quantization deep learning library for Tensorflow Keras☆578Updated this week
- Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks☆622Jan 3, 2020Updated 6 years ago
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆95Sep 27, 2024Updated last year
- A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.☆443Dec 2, 2019Updated 6 years ago
- FPGA Accelerator for CNN using Vivado HLS☆333Oct 25, 2021Updated 4 years ago
- Python Productivity for ZYNQ☆2,275Jan 20, 2026Updated last month
- Vitis HLS LLVM source code and examples☆403Sep 30, 2025Updated 5 months ago
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing (FPGA'19 Best Paper)☆341Apr 20, 2024Updated last year
- Vitis_Accel_Examples☆584Dec 17, 2025Updated 2 months ago
- Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network"☆768May 26, 2017Updated 8 years ago
- ☆499Jan 16, 2026Updated last month
- A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard☆893Jul 29, 2024Updated last year
- A scalable High-Level Synthesis framework on MLIR☆289May 15, 2024Updated last year
- Vitis Libraries☆1,071Feb 10, 2026Updated 2 weeks ago
- This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning an…☆2,056Nov 8, 2025Updated 3 months ago
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆226Apr 22, 2019Updated 6 years ago
- DPU on PYNQ☆243Aug 12, 2025Updated 6 months ago
- Fast inference of Boosted Decision Trees in FPGAs☆57Jan 28, 2026Updated 3 weeks ago
- AutoSA: Polyhedral-Based Systolic Array Compiler☆239Dec 8, 2022Updated 3 years ago
- FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)☆283Dec 5, 2019Updated 6 years ago
- An Open-source FPGA IP Generator☆1,051Updated this week
- ☆72Feb 16, 2023Updated 3 years ago
- Convolutional Neural Network Using High Level Synthesis☆90Sep 23, 2020Updated 5 years ago