CompilerGym is a toolkit for applying reinforcement learning to compiler optimizations.

User Guide

• Getting Started
• About
• Command Line Reference
• RPC Service Reference
• Changelog
• Contributing
• Frequently Asked Questions

Environments

• LLVM Environment Reference
  • Installation
  • Datasets
  • Observation Spaces
  • Reward Spaces
  • Action Space
• GCC Environment Reference
  • Installation
  • Datasets
  • Observation Spaces
  • Reward Spaces
  • Action Space
• loop_tool Environment Reference
  • Installation
  • Datasets
  • Observation Spaces
  • Action Spaces

Python API Reference

• compiler_gym
  • CompilerEnvState
  • Validation
  • Filesystem Paths
  • Debugging
• compiler_gym.datasets
  • Benchmark
  • Dataset
  • FilesDataset
  • TarDataset
  • TarDatasetWithManifest
  • Datasets
• compiler_gym.envs
  • CompilerEnv
  • LlvmEnv
  • GccEnv
• compiler_gym.envs.gcc
  • Compiler Description
  • Datasets
• compiler_gym.envs.llvm
  • Constructing Benchmarks
  • Datasets
  • Miscellaneous
• compiler_gym.leaderboard
  • LLVM Instruction Count
• compiler_gym.service
  • The connection object
  • Configuring the connection
  • Exceptions
• compiler_gym.spaces
  • Scalar
  • Sequence
  • NamedDiscrete
  • Commandline
  • Reward
• compiler_gym.views
  • ObservationView
  • ObservationSpaceSpec
  • RewardView
• compiler_gym.wrappers
  • Base wrappers
  • Action space wrappers
  • Datasets wrappers

C++ API Reference

• compiler_gym/envs/llvm/service
  • ActionSpace.h
  • Benchmark.h
  • BenchmarkFactory.h
  • Cost.h
  • LlvmSession.h
  • Observation.h
  • ObservationSpaces.h
• compiler_gym/service
  • CompilationSession.h
• compiler_gym/service/runtime
  • Runtime.h
• compiler_gym/util
  • EnumUtil.h
  • GrpcStatusMacros.h
  • RunfilesPath.h
  • StrLenConstexpr.h
  • Subprocess.h
  • Unreachable.h

Indices and tables

• Index

• Module Index