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tvm

Getting Started

Overview
Installing TVM
Quick Start
IRModule
TVM Errors

How To

Importing Models from ML Frameworks
End-to-End Optimize Model
Customize Optimization
Optimize Large Language Model
Cross Compilation and RPC
Export and Load Relax Executables
Mix Python/PyTorch with TVM Using BasePyModule
Bring Your Own Codegen

Deep Dive

Design and Architecture
TensorIR
Relax

TIRx

Overview
Installation
TIRx Basics: CUDA C++/PTX native level
Tensor Layout
Tile Primitives
Compiler Internals
- TIRx lowering pipeline
API Reference

API Reference

Python API
Other APIs

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Index

Index

Table of Contents

Docs >
Compiler Internals
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Compiler Internals

Internals of the TIRx compiler, for contributors.

TIRx lowering pipeline

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