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Shuang Huang's Projects

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

bootcamp icon bootcamp

The bootcamp for Milvus, including benchmarking, solutions, and application scenarios.

buddy-mlir icon buddy-mlir

An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deepcl icon deepcl

OpenCL library to train deep convolutional neural networks

dlbench icon dlbench

Benchmarking the forward and backward propagation of various deep learning models on AMD and Nvidia software platforms.

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

dnn_op_driver icon dnn_op_driver

pre-layer proformance testing tool for deep learning MIopen & cuDNN SDK.

examples icon examples

Example code and applications for machine learning on Graphcore IPUs

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastai1 icon fastai1

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fleet-compiler icon fleet-compiler

An MLIR-based AI compiler designed for Python frontend to RISC-V DSA

house_price icon house_price

Kaggle House Prices: Advanced Regression Techniques. Real world models for predicting house prices.

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