TensorIR
NVIDIATensorIR is NVIDIA's lightweight MLIR compiler frontend for expressing tensor computations, lowering to CUDA Tile IR for code generation on NVIDIA GPUs. NVIDIA is releasing it early for community evaluation and feedback ahead of a production-performance commitment.
Openness
5 high confidence- license
- Apache-2.0(OSI)
- source
- public
- core features withheld
- no
Apache-2.0 license body confirmed. The repository is public and unarchived and builds the whole product, and the README describes no paid tier, enterprise edition or license-gated build beside it, so source is public and the core ungated.
- https://api.github.com/repos/NVIDIA/tensor-ir recorded 2026-09-02
Repo metadata for nvidia-tensor-ir's canonical repository - private false, archived false, fork false.
- https://github.com/NVIDIA/tensor-ir/blob/main/LICENSE recorded 2026-10-07
LICENSE body carries the verbatim Apache License 2.0 text under an NVIDIA copyright header.
- https://github.com/NVIDIA/tensor-ir/blob/main/README.md recorded 2026-10-07
README says "TensorIR is being released early so the community can evaluate the project" and that "TensorIR Compiler depends on" CUDA Tile IR "for GPU code generation"; it names no paid tier, enterprise edition or license-gated build beside the published source.
Adoption
1 low confidenceNo package registry publishes TensorIR, and the repository is built from source, so GitHub stars are the only adoption signal available. A star is not a use.
- https://api.github.com/repos/NVIDIA/tensor-ir recorded 2026-09-02
Repo metadata - stargazers_count = 111 - for NVIDIA/tensor-ir.
Capability
4 medium confidenceTensorIR is a compiler frontend that lowers tensor computations through CUDA Tile IR to NVIDIA GPU code. That toolchain is narrowed to one vendor's targets, one step below Apache TVM's multi-vendor reach.
- https://github.com/NVIDIA/tensor-ir/blob/main/README.md recorded 2026-10-07
README says "TensorIR is being released early so the community can evaluate the project" and that "TensorIR Compiler depends on" CUDA Tile IR "for GPU code generation"; it names no paid tier, enterprise edition or license-gated build beside the published source.
Verified 2026-09-27