I am a PhD student at ETH Zurich. My interests include but not limited to heterogeneous parallel computing, machine learning, and database systems.
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ETH Zurich
- Zurich, Switzerland
- https://wenqijiang.github.io/
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Convolution-Neural-Network-by-pyCUDA
Convolution-Neural-Network-by-pyCUDA PublicpyCUDA implementation of forward propagation for Convolutional Neural Networks
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FPGA-Based-RNN-Accelerator-Using-Vivado-HLS
FPGA-Based-RNN-Accelerator-Using-Vivado-HLS PublicThis 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).
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Contextualized-Word-Vectors
Contextualized-Word-Vectors Publicreplicate ’Context Vectors‘ and implement it on Sentiment Analysis & Question Answering tasks
Jupyter Notebook 1
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VGG16_FPGA_Accelerator
VGG16_FPGA_Accelerator PublicA VGG accelerator by System Verilog on DE1-SoC FPGA. Row Stationary (RS) dataflow is adopted, and computations are based on fixed point 16 (fp16).
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fpgasystems/FPGA-Recommendation-Accelerator
fpgasystems/FPGA-Recommendation-Accelerator PublicMLSys 2021 paper: MicroRec: efficient recommendation inference by hardware and data structure solutions
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fpgasystems/GPU-FPGA-Recommendation-System
fpgasystems/GPU-FPGA-Recommendation-System PublicFleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters
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