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Tile Language
0.1.0 documentation

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Tile Language
0.1.0 documentation

GET STARTED

Installation Guide
The Tile Language: A Brief Introduction

TUTORIALS

Writing High-Performance Kernels with the Tile Library
Annotating Memory Layout for Optimization
Annotate Memory Layout
Debugging Tile Language Programs
Auto-Tuning Techniques for Performance Optimization
Just In Time Compilation
Pipelining Computation and Data Movement

DEEP LEARNING OPERATORS

ElementWise Operators
General Matrix-Vector Multiplication (GEMV)
General Matrix-Matrix Multiplication
General Matrix-Matrix Multiplication with Dequantization
Flash Attention
Flash Linear Attention
Convolution
TMAC: Look Up Table Based Mixed Precision Computing

LANGUAGE REFERENCE

Tile Language AST
Tile Language: Primitives
Tile Language: TileLibrary

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ElementWise Operators#

General Matrix-Vector Multiplication (GEMV)

Pipelining Computation and Data Movement

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