Name: Shenghao Qiu
Type: User
Company: University of Leeds
Bio: I might <Have Dark Circles Under Eyes>, <Love Junk Food>, <Look Plump and Chubby>, <Stay Up All Night>, <Seem Cute But Will Fight>. But I am not a Raccoon...
Location: UK
Shenghao Qiu's Projects
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
A list of awesome compiler projects and papers for tensor computation and deep learning.
An MLIR-Based Ideas Landing Project
CSCD70 Compiler Optimization
Deep Learning System core principles introduction.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
For GNN and SpMM Optimization
π»IREE for testing DLRM and sorts of stuffs
Jupyter notebooks for testing ML models
Tensors and Dynamic neural networks in Python with strong GPU acceleration
An easy tour towards MLIR.
Splash-3 Benchmark Suite
The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
A Tensor Train Decompostion methods for Graph Neural Network (Embedding)
A University of Leeds PhD Thesis template