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TileLang
0.1.12 documentation

TileLang
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 Reference

tilelang

Privacy

Privacy

tilelang.cpu.language¶

CPU language dialect: common TileLang plus CPU extensions.

tilelang.cpu.op

tilelang.cpu.execution_backend

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