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.
A Tensor Train Decompostion methods for Graph Neural Network (Embedding)
For GNN and SpMM Optimization
π»IREE for testing DLRM and sorts of stuffs
Jupyter notebooks for testing ML models
A mini opentuner script for OPS
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 University of Leeds PhD Thesis template