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tlcpack

Conda-CPU-Nightly Conda-GPU-Nightly Wheel-CPU-Nightly Prune-Nightly

Tensor learning compiler binary distribution package.

Github Actions

We use github action to build wheel and conda packages nightly.

Checkout .github/workflows

Build Process

  1. Build docker images
./docker/build_docker <CONTAINER_TYPE>

CONTAINER_NAME: Type of the docker container used to build wheels, e.g., (cpu|cu100|cu101|cu102)
  1. Build tlcpack PIP wheels.

To build wheels for all Python versions (3.6, 3.7, 3.8) with CPU and all CUDA versions (10.0, 10.1, 10.2), run

./scripts/build_pip_wheel.sh

To build wheels for a specific CUDA version, for example, CUDA 10.1, run

./scripts/build_pip_wheel.sh --cuda 10.1

Or, to build wheels for CPU only, run

./scripts/build_pip_wheel.sh --cuda none

Check ./scripts/build_pip_wheel.sh --help for other options.