linalg_ops

Linalg Operator Tests

These are being migrated from

• https://github.com/iree-org/iree/tree/main/tests/e2e/attention
• https://github.com/iree-org/iree/tree/main/tests/e2e/convolution
• https://github.com/iree-org/iree/tree/main/tests/e2e/matmul

Prerequisites

First ensure you have the prerequisites from https://iree.dev/building-from-source/getting-started/, including CMake, a compiler like clang, and Python.

Quickstart

1. Get the IREE compiler tools, either from release packages or a source build:

   • To use Python packages:

     python -m venv .venv
     source .venv/bin/activate
     python -m pip install -r requirements-iree.txt
     export IREE_HOST_BIN_DIR=.venv/bin

   • To use a source build:

     export IREE_HOST_BIN_DIR=path/to/iree-build

2. Configure:

   • To let CMake FetchContent download its own copy of the IREE repository:

     # For now this is where you would set other options like
     #   -DIREE_HIP_TEST_TARGET_CHIP=gfx90a
     # Tests should be decoupled from the core CMake project as much as possible.
     
     cmake -G Ninja -B build/ . \
       -DCMAKE_BUILD_TYPE=RelWithDebInfo \
       -DIREE_HOST_BIN_DIR=${IREE_HOST_BIN_DIR}

   • To use a local IREE repository:

     # For now this is where you would set other options like
     #   -DIREE_HIP_TEST_TARGET_CHIP=gfx90a
     # Tests should be decoupled from the core CMake project as much as possible.
     
     cmake -G Ninja -B build/ . \
       -DCMAKE_BUILD_TYPE=RelWithDebInfo \
       -DIREE_USE_LOCAL_REPO=ON \
       -DIREE_LOCAL_REPO_PATH=/path/to/iree \
       -DIREE_HOST_BIN_DIR=${IREE_HOST_BIN_DIR}

3. Build:

   cmake --build build/
   cmake --build build/ --target iree-test-suites-linalg-ops-deps

4. Run tests:

   ctest --test-dir build/ -R iree-test-suites