Apache TVM

An Open Machine Learning Compiler Framework

Learn More

Apache TVM provides modular, minimal, and stable components for building machine learning compilers in the agentic era: an open, stable ABI that connects compilers, runtimes, and languages, and a compiler foundation for building ML compilers, kernel DSLs, and the tools that analyze and verify their programs.

Projects
- TVM TIRx: the ML compiler foundation. A minimal, stable core IR with an open operator system, utilities for symbolic analysis, structural traversal and mapping, and code generation for CUDA and host LLVM targets.
- TVM FFI: an open ABI and FFI for ML systems. It lets compiler objects, functions, and tensors move across Python, C++, Rust, and frameworks such as PyTorch.

Copyright © 2024 The Apache Software Foundation. Apache TVM, Apache, the Apache feather, and the Apache TVM project logo are either trademarks or registered trademarks of the Apache Software Foundation.

Apache TVM

Projects

© 2024 Apache Software Foundation | All right reserved