AI Hardware Benchmark Suite
AI Hardware Benchmark Suite (aihw-bench) is an open-source Python framework for reproducible benchmarking and profiling of AI workloads across CPUs, supported GPUs, embedded targets, simulator-backed environments, and extensible hardware backends.
Current Release
v2.0.0 is feature complete. It provides the benchmark engine, reproducible official-suite contracts, hardware capability reporting, static reports and dashboards, local workspace/history foundations, and a deterministic local benchmark analysis assistant. The assistant is metric-grounded and is not an LLM-backed service.
Hardware detection, capability reporting, executable backends, and accelerated execution are distinct concepts. See the hardware support guide before selecting a device target.
CLI
aihw-bench benchmark
aihw-bench profile
aihw-bench compare
aihw-bench report
aihw-bench dashboard
aihw-bench suite list
aihw-bench assistant SESSION_ID
aihw-bench version
Documentation
Start with docs/index.md. Key current guides:
- Hardware support
- Official benchmark suite
- Dashboard
- Local benchmark analysis assistant
- Enterprise foundations
- Security policy
Development
This repository targets Python 3.12+ and uses Poetry-compatible PEP 621 metadata.
python -m pip install --upgrade pip
python -m pip install poetry
poetry install --with dev,docs
poetry run pytest
poetry run ruff check .
poetry run mypy src
License
Apache License 2.0. See LICENSE.
1 maintainer
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