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Charlie Fu's Projects

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

graphene icon graphene

Graphene: Fine-Grained IO Management for Graph Computing. FAST'17

graphiler icon graphiler

Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into efficient execution plans.

hipblaslt icon hipblaslt

hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditional BLAS library

jitspmm icon jitspmm

Source codes for JitSpMM (Distinguish Paper Award) published at CGO'24

pyg-lib icon pyg-lib

Low-Level Graph Neural Network Operators for PyG

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tlpgnn icon tlpgnn

Source codes for TLPGNN paper published at HPDC'22

torch-mlir icon torch-mlir

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

tpu-mlir icon tpu-mlir

Machine learning compiler based on MLIR for Sophgo TPU.

vllm icon vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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