├── .github └── workflows │ ├── release.yml │ └── test.yml ├── .gitignore ├── LICENSE ├── MANIFEST.in ├── README.md ├── examples ├── chip.py ├── cuda_e2e.ipynb ├── cuda_matmul_opt.py ├── flash_attention.py ├── mlir_python_extras.ipynb ├── mwe.py ├── rdna_matmul_opt.py ├── util.py └── vectorization_e2e.ipynb ├── mlir └── extras │ ├── __init__.py │ ├── ast │ ├── __init__.py │ ├── canonicalize.py │ ├── py_type.py │ └── util.py │ ├── context.py │ ├── dialects │ ├── .gitignore │ └── ext │ │ ├── __init__.py │ │ ├── _shaped_value.py │ │ ├── affine.py │ │ ├── arith.py │ │ ├── cf.py │ │ ├── func.py │ │ ├── gpu.py │ │ ├── linalg.py │ │ ├── llvm │ │ ├── .gitignore │ │ ├── __init__.py │ │ └── util.py │ │ ├── memref.py │ │ ├── nvgpu.py │ │ ├── rocdl.py │ │ ├── scf.py │ │ ├── tensor.py │ │ ├── transform.py │ │ └── vector.py │ ├── runtime │ ├── __init__.py │ ├── passes.py │ └── refbackend.py │ ├── testing │ ├── __init__.py │ ├── generate_test_checks.py │ └── testing.py │ └── util.py ├── pyproject.toml ├── requirements-dev.txt ├── requirements.txt ├── scripts ├── generate_pass_pipeline.py ├── generate_trampolines.py ├── get_latest_bindings.py ├── lift_mlir_to_python.py └── util.py ├── setup.py └── tests ├── chip.py ├── conftest.py ├── test_arith.py ├── test_async.py ├── test_func.py ├── test_gpu.py ├── test_linalg.py ├── test_llvm.py ├── test_memref.py ├── test_nvgpu_nvvm.py ├── test_other_hosts.py ├── test_pipeline.py ├── test_regions.py ├── test_runtime.py ├── test_scf.py ├── test_tensor.py ├── test_transform.py ├── test_transformers.py ├── test_types.py ├── test_vector.py └── util.py /.github/workflows/release.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/.github/workflows/release.yml -------------------------------------------------------------------------------- /.github/workflows/test.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/.github/workflows/test.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/README.md -------------------------------------------------------------------------------- /examples/chip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/chip.py -------------------------------------------------------------------------------- /examples/cuda_e2e.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/cuda_e2e.ipynb -------------------------------------------------------------------------------- /examples/cuda_matmul_opt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/cuda_matmul_opt.py -------------------------------------------------------------------------------- /examples/flash_attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/flash_attention.py -------------------------------------------------------------------------------- /examples/mlir_python_extras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/mlir_python_extras.ipynb -------------------------------------------------------------------------------- /examples/mwe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/mwe.py -------------------------------------------------------------------------------- /examples/rdna_matmul_opt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/rdna_matmul_opt.py -------------------------------------------------------------------------------- /examples/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/util.py -------------------------------------------------------------------------------- /examples/vectorization_e2e.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/examples/vectorization_e2e.ipynb -------------------------------------------------------------------------------- /mlir/extras/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/__init__.py -------------------------------------------------------------------------------- /mlir/extras/ast/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlir/extras/ast/canonicalize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/ast/canonicalize.py -------------------------------------------------------------------------------- /mlir/extras/ast/py_type.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/ast/py_type.py -------------------------------------------------------------------------------- /mlir/extras/ast/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/ast/util.py -------------------------------------------------------------------------------- /mlir/extras/context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/context.py -------------------------------------------------------------------------------- /mlir/extras/dialects/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/.gitignore -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/_shaped_value.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/_shaped_value.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/affine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/affine.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/arith.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/arith.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/cf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/cf.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/func.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/func.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/gpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/gpu.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/linalg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/linalg.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/llvm/.gitignore: -------------------------------------------------------------------------------- 1 | amdgcn.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/llvm/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/llvm/__init__.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/llvm/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/llvm/util.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/memref.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/memref.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/nvgpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/nvgpu.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/rocdl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/rocdl.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/scf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/scf.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/tensor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/tensor.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/transform.py -------------------------------------------------------------------------------- /mlir/extras/dialects/ext/vector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/dialects/ext/vector.py -------------------------------------------------------------------------------- /mlir/extras/runtime/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlir/extras/runtime/passes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/runtime/passes.py -------------------------------------------------------------------------------- /mlir/extras/runtime/refbackend.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/runtime/refbackend.py -------------------------------------------------------------------------------- /mlir/extras/testing/__init__.py: -------------------------------------------------------------------------------- 1 | from .testing import * 2 | -------------------------------------------------------------------------------- /mlir/extras/testing/generate_test_checks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/testing/generate_test_checks.py -------------------------------------------------------------------------------- /mlir/extras/testing/testing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/testing/testing.py -------------------------------------------------------------------------------- /mlir/extras/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/mlir/extras/util.py -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/pyproject.toml -------------------------------------------------------------------------------- /requirements-dev.txt: -------------------------------------------------------------------------------- 1 | black 2 | inflection 3 | pytest 4 | astpretty 5 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/requirements.txt -------------------------------------------------------------------------------- /scripts/generate_pass_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/scripts/generate_pass_pipeline.py -------------------------------------------------------------------------------- /scripts/generate_trampolines.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/scripts/generate_trampolines.py -------------------------------------------------------------------------------- /scripts/get_latest_bindings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/scripts/get_latest_bindings.py -------------------------------------------------------------------------------- /scripts/lift_mlir_to_python.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/scripts/lift_mlir_to_python.py -------------------------------------------------------------------------------- /scripts/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/scripts/util.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/setup.py -------------------------------------------------------------------------------- /tests/chip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/chip.py -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/conftest.py -------------------------------------------------------------------------------- /tests/test_arith.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_arith.py -------------------------------------------------------------------------------- /tests/test_async.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_async.py -------------------------------------------------------------------------------- /tests/test_func.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_func.py -------------------------------------------------------------------------------- /tests/test_gpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_gpu.py -------------------------------------------------------------------------------- /tests/test_linalg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_linalg.py -------------------------------------------------------------------------------- /tests/test_llvm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_llvm.py -------------------------------------------------------------------------------- /tests/test_memref.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_memref.py -------------------------------------------------------------------------------- /tests/test_nvgpu_nvvm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_nvgpu_nvvm.py -------------------------------------------------------------------------------- /tests/test_other_hosts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_other_hosts.py -------------------------------------------------------------------------------- /tests/test_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_pipeline.py -------------------------------------------------------------------------------- /tests/test_regions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_regions.py -------------------------------------------------------------------------------- /tests/test_runtime.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_runtime.py -------------------------------------------------------------------------------- /tests/test_scf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_scf.py -------------------------------------------------------------------------------- /tests/test_tensor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_tensor.py -------------------------------------------------------------------------------- /tests/test_transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_transform.py -------------------------------------------------------------------------------- /tests/test_transformers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_transformers.py -------------------------------------------------------------------------------- /tests/test_types.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_types.py -------------------------------------------------------------------------------- /tests/test_vector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/test_vector.py -------------------------------------------------------------------------------- /tests/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makslevental/mlir-python-extras/HEAD/tests/util.py --------------------------------------------------------------------------------