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tvm

Getting Started

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How To

  • End-to-End Optimize Model
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  • Optimize Large Language Model
  • Cross Compilation and RPC
  • Export and Load Relax Executables
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Deep Dive

  • Design and Architecture
  • TensorIR
  • Relax

API Reference

  • Python API
    • tvm.error
    • tvm.ir
    • tvm.instrument
    • tvm.transform
    • tvm.target
    • tvm.driver
    • tvm.runtime
    • tvm.runtime.vm
    • tvm.runtime.disco
    • tvm.runtime.profiling
    • tvm.relax
    • tvm.relax.analysis
    • tvm.relax.block_builder
    • tvm.relax.frontend
    • tvm.relax.op
    • tvm.relax.transform
    • tvm.tir
    • tvm.tir.analysis
    • tvm.tir.stmt_functor
    • tvm.tir.transform
    • tvm.s_tir.schedule
    • tvm.s_tir.dlight
    • tvm.te
    • tvm.topi
    • tvm.s_tir.meta_schedule
    • tvm.rpc
    • tvm.contrib
  • Other APIs

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Index

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Table of Contents
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  • Python API
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Python API

tvm

  • tvm.error
  • tvm.ir
  • tvm.instrument
  • tvm.transform
  • tvm.target
  • tvm.driver

tvm.runtime

  • tvm.runtime
  • tvm.runtime.vm
  • tvm.runtime.disco
  • tvm.runtime.profiling

tvm.relax

  • tvm.relax
  • tvm.relax.analysis
  • tvm.relax.block_builder
  • tvm.relax.frontend
  • tvm.relax.op
  • tvm.relax.transform

tvm.tir

  • tvm.tir
  • tvm.tir.analysis
  • tvm.tir.stmt_functor
  • tvm.tir.transform

tvm.s_tir

  • tvm.s_tir.schedule
  • tvm.s_tir.dlight

tvm.te

  • tvm.te
  • tvm.topi

tvm.s_tir.meta_schedule

  • tvm.s_tir.meta_schedule

Misc

  • tvm.rpc
  • tvm.contrib
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