TVM Documentation

Get Started

• Installation
• Tutorials
• VTA: Deep Learning Accelerator Stack
• Deploy and Integration
• Contribute to TVM
• Frequently Asked Questions

API Reference

• Language Reference
  • Introduction to Relay
  • Hybrid Script
• Python API
  • tvm.runtime
  • tvm.runtime.ndarray
  • tvm.error
  • tvm.ir
  • tvm.transform
  • tvm.target
  • tvm.tir
  • tvm.tir.transform
  • tvm.tir.analysis
  • tvm.tir.stmt_functor
  • tvm.te
  • tvm.te.hybrid
  • tvm.driver
  • tvm.relay
  • tvm.relay.frontend
  • tvm.relay.nn
  • tvm.relay.vision
  • tvm.relay.image
  • tvm.relay.transform
  • tvm.relay.analysis
  • tvm.relay.backend
  • tvm.relay.testing
  • tvm.autotvm
  • tvm.rpc
  • tvm.contrib
  • tvm.contrib.graph_runtime
  • vta
  • topi
• Links to API References

Developer Guide

• Design and Developer Guide
  • TVM Runtime System
  • Debugger
  • Hybrid Frontend Developer Guide
  • Introduction to Relay IR
  • Adding an Operator to Relay
  • Relay Operator Strategy
  • Relay Pass Infrastructure
  • Adding a Compiler Pass to Relay
  • Bring Your Own Codegen To TVM
  • Putting the VM in TVM: The Relay Virtual Machine
  • TVM Codebase Walkthrough by Example
  • Convert Layout Pass
  • InferBound Pass
  • Benchmark Performance Log Format
  • Introduction to Module Serialization
  • Security

Frontends

• TensorFlow Frontend

Index

• Index