TileLang 0.1.12 documentation

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TileLang<br>0.1.12 documentation

GET STARTED

Installation Guide

The Tile Language: A Brief Introduction

Understanding Targets

TUTORIALS

Debugging Tile Language Programs

Auto-Tuning Techniques for Performance Optimization

Logging in Tilelang/TVM

TOOLS

Tools

Performance Analyzer

Layout Visualization

AutoDD

IR Lower Trace

Pass Diff

IKET Profiling

PROGRAMMING GUIDES

Programming Guides Overview

Language Basics

Instructions

Control Flow

Software Pipeline Annotations

Python Compatibility

Autotuning

Type System

DEEP LEARNING OPERATORS

ElementWise Operators

General Matrix-Vector Multiplication (GEMV)

General Matrix-Matrix Multiplication with Tile Library

Sparse Matrix-Matrix Multiplication with Tile Library

🚀 Write High Performance FlashMLA with TileLang on Hopper

COMPILER INTERNALS

LetStmt Inlining in TileLang

InjectFenceProxy Pass

Tensor Checks (Host-Side Auto-Validation)

DEVELOPER GUIDE

C++ Style Guide

API...