WenqiJiang

FPGA-Recommendation-Accelerator

MLSys 2021 paper: MicroRec: efficient recommendation inference by hardware and data structure solutions

GPU-FPGA-Recommendation-System

FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters

Contextualized-Word-Vectors

replicate ’Context Vectors‘ and implement it on Sentiment Analysis & Question Answering tasks

Convolution-Neural-Network-by-pyCUDA

pyCUDA implementation of forward propagation for Convolutional Neural Networks

Faiss_experiments

FPGA-Accelerator-for-Recommender-Systems

Accelerate the wide & deep learning model proposed by Google.

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).

matplotlib-templates

Some templates for experimental plots.

SC-ANN-FPGA

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).

WenqiJiang/SC-ANN-FPGA

WenqiJiang/matplotlib-templates

Some templates for experimental plots.

WenqiJiang/Faiss_experiments

WenqiJiang/Auto-ANNS-Accelerator

WenqiJiang/c4-scripts

WenqiJiang/FPGA-PQ-disaggregated-memory

WenqiJiang/HLS-kernel-for-Enzian

WenqiJiang/hnswlib-eval

Header-only C++/python library for fast approximate nearest neighbors

WenqiJiang/transformer-playground

WenqiJiang/ANNS-plotting-and-testing-scripts

WenqiJiang/Chameleon

WenqiJiang/Coyote-playground

Framework providing operating system abstractions and a range of shared networking (RDMA, TCP/IP) and memory services to common modern heterogeneuous platforms.

WenqiJiang/CPU-spatial-join

WenqiJiang/cs_university_trends

WenqiJiang/faiss-cpu-profiling

A library for efficient similarity search and clustering of dense vectors.

WenqiJiang/Fast-Vector-Similarity-Search-on-FPGA

under submission at VLDB 2022

WenqiJiang/FPGA-ANNS

WenqiJiang/FPGA-ANNS-with_network

100 Gbps TCP/IP stack for Vitis shells

WenqiJiang/grpc-ANNS

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

WenqiJiang/high-impact-papers

WenqiJiang/MICRO-ANNS-plots

WenqiJiang/PQMem

WenqiJiang/RETRO-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

WenqiJiang/scann_microbench

WenqiJiang/scann_test

Perf evaluation of scann

WenqiJiang/sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

WenqiJiang/SPANN-playground

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

WenqiJiang/spatial-join-accelerator

WenqiJiang/spatial-join-on-FPGA

WenqiJiang/wenqijiang.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes