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TVM 准备
Apache TVM 文档
概述
Installing TVM
Install from Source
Docker Images
Development Guides
Python Target Parametrization
Setup RPC System
Handle TVM Errors
Design and Architecture
TVM Runtime System
Debugger
Introduction to Module Serialization
Device/Target Interactions
Pass Infrastructure
Device/Target Interactions
TensorIR
Tensor Program Abstraction
Understand TensorIR Abstraction
Relax
Graph Abstraction for ML Models
Understand Relax Abstraction
Python API
tvm.error
tvm.ir
tvm.instrument
tvm.transform
tvm.target
tvm.driver
tvm.runtime
tvm.runtime.ndarray
tvm.runtime.relax_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.schedule
tvm.tir.stmt_functor
tvm.tir.transform
tvm.te
tvm.topi
tvm.meta_schedule
tvm.dlight
tvm.rpc
tvm.contrib
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.dataflow_pattern
tvm.relay.testing
tvm.autotvm
tvm.auto_scheduler
tvm.micro
tvm.contrib.graph_executor
Other APIs
How To Guides
Deploy Models and Integrate TVM
Deploy TVM Module using C++ API
Deploy to Android
Deploy to Adreno™ GPU
Integrate TVM into Your Project
HLS Backend Example
Relay Arm
®
Compute Library Integration
Relay TensorRT Integration
Vitis AI Integration
Relay BNNS Integration
Marvell Machine Learning Integration
Profile Models
Getting Started With PAPI
Frequently Asked Questions
Developer Tutorial
TVM Codebase Walkthrough by Example
Developer How-To Guide
Debugging TVM
Adding an Operator to Relay
Adding a Compiler Pass to Relay
Bring Your Own Codegen To TVM
Language Reference
Expressions in Relay
Relay's Type System
Algebraic Data Types in Relay
Relay Core Tensor Operators
Pattern Matching in Relay
Hybrid Frontend Language Reference
microTVM: TVM on bare-metal
VTA: Versatile Tensor Accelerator
VTA Installation Guide
VTA Design and Developer Guide
VTA Configuration
VTA Hardware Guide
Contributor Guide
TVM Community Guidelines
Submit a Pull Request
Code Reviews
Committer Guide
Documentation
Code Guide and Tips
Git Usage Tips
Using TVM's CI
Release Process
Error Handling Guide
Publications
Security Guide
Index
API 参考
vta
vta.autotvm
vta.bitstream
vta.build_module
vta.environment
vta.exec
vta.exec.rpc_server
vta.intrin
vta.libinfo
vta.program_bitstream
vta.rpc_client
vta.testing
vta.testing.simulator
vta.testing.utils
vta.top
vta.top.bitpack
vta.top.graphpack
vta.top.op
vta.top.utils
vta.top.vta_conv2d
vta.top.vta_conv2d_transpose
vta.top.vta_dense
vta.top.vta_group_conv2d
vta.transform
.rst
.pdf
tvm.rpc
tvm.rpc
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