xref: /llvm-project/mlir/test/python/dialects/transform_gpu_ext.py (revision 92f088d335e4a55f10e74c541ac52ec2a4d4ceeb)
15f4f9220SIngo Müller# RUN: %PYTHON %s | FileCheck %s
25f4f9220SIngo Müller
35f4f9220SIngo Müllerfrom mlir.ir import *
45f4f9220SIngo Müllerfrom mlir.dialects import transform
55f4f9220SIngo Müllerfrom mlir.dialects.transform import gpu
65f4f9220SIngo Müller
75f4f9220SIngo Müller
85f4f9220SIngo Müllerdef run(f):
95f4f9220SIngo Müller    with Context(), Location.unknown():
105f4f9220SIngo Müller        module = Module.create()
115f4f9220SIngo Müller        with InsertionPoint(module.body):
12b17acc08SAlex Zinenko            sequence = transform.SequenceOp(
1392233062Smax                transform.FailurePropagationMode.Propagate,
14b17acc08SAlex Zinenko                [],
15b17acc08SAlex Zinenko                transform.AnyOpType.get(),
16b17acc08SAlex Zinenko            )
17b17acc08SAlex Zinenko            with InsertionPoint(sequence.body):
18b17acc08SAlex Zinenko                f(sequence.bodyTarget)
19b17acc08SAlex Zinenko                transform.YieldOp()
205f4f9220SIngo Müller        print("\nTEST:", f.__name__)
215f4f9220SIngo Müller        print(module)
225f4f9220SIngo Müller    return f
235f4f9220SIngo Müller
245f4f9220SIngo Müller
255f4f9220SIngo Müller@run
26b17acc08SAlex Zinenkodef testMapForallToBlocksCompact(target):
27b17acc08SAlex Zinenko    gpu.MapForallToBlocks(target)
285f4f9220SIngo Müller    # CHECK-LABEL: TEST: testMapForallToBlocksCompact
295f4f9220SIngo Müller    # CHECK: = transform.gpu.map_forall_to_blocks
305f4f9220SIngo Müller    # CHECK-NOT: grid_dims
315f4f9220SIngo Müller    # CHECK-SAME: (!transform.any_op) -> !transform.any_op
325f4f9220SIngo Müller    # CHECK-NOT: grid_dims
335f4f9220SIngo Müller
345f4f9220SIngo Müller
355f4f9220SIngo Müller@run
36b17acc08SAlex Zinenkodef testMapForallToBlocksTyped(target):
37b17acc08SAlex Zinenko    gpu.MapForallToBlocks(transform.OperationType.get("test.dummy"), target)
385f4f9220SIngo Müller    # CHECK-LABEL: TEST: testMapForallToBlocksTyped
395f4f9220SIngo Müller    # CHECK: = transform.gpu.map_forall_to_blocks
405f4f9220SIngo Müller    # CHECK-SAME: (!transform.any_op) -> !transform.op<"test.dummy">
415f4f9220SIngo Müller
425f4f9220SIngo Müller
435f4f9220SIngo Müller@run
44b17acc08SAlex Zinenkodef testMapForallToBlocksGridDims(target):
45*92f088d3SNicolas Vasilache    gpu.MapForallToBlocks(target, grid_dims=[4, 2, 1])
465f4f9220SIngo Müller    # CHECK-LABEL: TEST: testMapForallToBlocksGridDims
475f4f9220SIngo Müller    # CHECK: = transform.gpu.map_forall_to_blocks
48*92f088d3SNicolas Vasilache    # CHECK-SAME: grid_dims = [4, 2, 1]
495f4f9220SIngo Müller    # CHECK-SAME: (!transform.any_op) -> !transform.any_op
50b17acc08SAlex Zinenko
51b17acc08SAlex Zinenko
52b17acc08SAlex Zinenko@run
53b17acc08SAlex Zinenkodef testMapNestedForallToThreadsCompact(target):
54b17acc08SAlex Zinenko    gpu.MapNestedForallToThreads(target)
55b17acc08SAlex Zinenko    # CHECK-LABEL: TEST: testMapNestedForallToThreadsCompact
56b17acc08SAlex Zinenko    # CHECK: transform.gpu.map_nested_forall_to_threads
57b17acc08SAlex Zinenko    # CHECK-SAME: block_dims = []
58b17acc08SAlex Zinenko    # CHECK-SAME: (!transform.any_op) -> !transform.any_op
59b17acc08SAlex Zinenko
60b17acc08SAlex Zinenko
61b17acc08SAlex Zinenko@run
62b17acc08SAlex Zinenkodef testMapNestedForallToThreadsTyped(target):
63b17acc08SAlex Zinenko    gpu.MapNestedForallToThreads(transform.OperationType.get("test.dummy"), target)
64b17acc08SAlex Zinenko    # CHECK-LABEL: TEST: testMapNestedForallToThreadsTyped
65b17acc08SAlex Zinenko    # CHECK: transform.gpu.map_nested_forall_to_threads
66b17acc08SAlex Zinenko    # CHECK-SAME: block_dims = []
67b17acc08SAlex Zinenko    # CHECK-SAME: (!transform.any_op) -> !transform.op<"test.dummy">
68b17acc08SAlex Zinenko
69b17acc08SAlex Zinenko
70b17acc08SAlex Zinenko@run
71b17acc08SAlex Zinenkodef testMapNestedForallToThreadsAttributes(target):
72b17acc08SAlex Zinenko    gpu.MapNestedForallToThreads(
73b17acc08SAlex Zinenko        target, block_dims=[4, 2], warp_size=64, sync_after_distribute=False
74b17acc08SAlex Zinenko    )
75b17acc08SAlex Zinenko    # CHECK-LABEL: TEST: testMapNestedForallToThreadsAttributes
76b17acc08SAlex Zinenko    # CHECK: transform.gpu.map_nested_forall_to_threads
77b17acc08SAlex Zinenko    # CHECK-SAME: block_dims = [4, 2]
78b17acc08SAlex Zinenko    # CHECK-SAME: sync_after_distribute = false
79b17acc08SAlex Zinenko    # CHECK-SAME: warp_size = 64
80