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Yang Wang 's Projects

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sparseml icon sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

sparsep icon sparsep

SparseP is the first open-source Sparse Matrix Vector Multiplication (SpMV) software package for real-world Processing-In-Memory (PIM) architectures. SparseP is developed to evaluate and characterize the first publicly-available real-world PIM architecture, the UPMEM PIM architecture. Described by C. Giannoula et al. [https://arxiv.org/abs/2201.05072]

sparsetir icon sparsetir

SparseTIR: Sparse Tensor Compiler for Deep Learning

sparsetir-artifact icon sparsetir-artifact

Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"

sparso icon sparso

Julia package for accelerating sparse matrix applications.

sputnik icon sputnik

A library of GPU kernels for sparse matrix operations.

tas icon tas

TAS is a drop-in highly CPU efficient and scalable TCP acceleration service.

the-omega-project icon the-omega-project

Tools from Pugh et al.'s "Omega Project" for constraint-based compiler tools: The "Omega Library" for constraint manipulation; The "Omega Calculator" (text interface); the "Omega Test" for depedence analysis; the "Uniform Library" for code transformation; and the "Code generation" library for generating the transformed code. I am experimenting with tracking bugs with Lighthouse, but am not yet sure I've got it configure right --- see http://davew_haverford.lighthouseapp.com/projects/13658-the-omega-project/overview (if you can; if you can't, email [email protected]).

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

tiramisu icon tiramisu

A polyhedral compiler for expressing fast and portable data parallel algorithms

tnoc icon tnoc

Network on Chip Implementation written in SytemVerilog

torch-int icon torch-int

This repository contains integer operators on GPUs for PyTorch.

torchpq icon torchpq

Efficient implementations of Product Quantization and its variants using Pytorch and CUDA

tpu icon tpu

Reference models and tools for Cloud TPUs.

transformerengine icon transformerengine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper GPUs, to provide better performance with lower memory utilization in both training and inference.

trema icon trema

Full-Stack OpenFlow Framework in Ruby

triton icon triton

Triton is a Dynamic Binary Analysis (DBA) framework. It provides internal components like a Dynamic Symbolic Execution (DSE) engine, a Taint Engine, AST representations of the x86 and the x86-64 instructions set semantics, SMT simplification passes, an SMT Solver Interface and, the last but not least, Python bindings.

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