WenqiJiang/Auto-ANNS-Accelerator

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Created over 3 years ago
Updated about 2 years ago

WenqiJiang/Auto-ANNS-Accelerator

WenqiJiang

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VGG16_FPGA_Accelerator

A VGG accelerator by System Verilog on DE1-SoC FPGA. Row Stationary (RS) dataflow is adopted, and computations are based on fixed point 16 (fp16).

FPGA-Based-RNN-Accelerator-Using-Vivado-HLS

This is the first step to implement RNN on FPGAs. All modules are heavily commented. We will use High-Level Synthesis to turn these code into Hardware Description Languages (HDL).

Convolution-Neural-Network-by-pyCUDA

pyCUDA implementation of forward propagation for Convolutional Neural Networks

matplotlib-templates

Some templates for experimental plots.

FPGA-Accelerator-for-Recommender-Systems

Accelerate the wide & deep learning model proposed by Google.

SC-ANN-FPGA

Faiss_experiments

Jupyter Notebook

SIGMOD-2022-submission-Fanns

FPGA-Accelerator-for-Language-Generation

transformer-playground

Deep-Reinforcement-Learning-for-Atari-Games

Train our agent to play Breakout Game using 4 models and 2 CNN structures

Jupyter Notebook

HLS-kernel-for-Enzian

c4-scripts