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# RUN: %PYTHON %s | FileCheck %s
from mlir.ir import *
from mlir.dialects import transform
from mlir.dialects.transform import gpu
def run(f):
with Context(), Location.unknown():
module = Module.create()
with InsertionPoint(module.body):
sequence = transform.SequenceOp(
transform.FailurePropagationMode.Propagate,
[],
transform.AnyOpType.get(),
)
with InsertionPoint(sequence.body):
f(sequence.bodyTarget)
transform.YieldOp()
print("\nTEST:", f.__name__)
print(module)
return f
@run
def testMapForallToBlocksCompact(target):
gpu.MapForallToBlocks(target)
# CHECK-LABEL: TEST: testMapForallToBlocksCompact
# CHECK: = transform.gpu.map_forall_to_blocks
# CHECK-NOT: grid_dims
# CHECK-SAME: (!transform.any_op) -> !transform.any_op
# CHECK-NOT: grid_dims
@run
def testMapForallToBlocksTyped(target):
gpu.MapForallToBlocks(transform.OperationType.get("test.dummy"), target)
# CHECK-LABEL: TEST: testMapForallToBlocksTyped
# CHECK: = transform.gpu.map_forall_to_blocks
# CHECK-SAME: (!transform.any_op) -> !transform.op<"test.dummy">
@run
def testMapForallToBlocksGridDims(target):
gpu.MapForallToBlocks(target, grid_dims=[4, 2, 1])
# CHECK-LABEL: TEST: testMapForallToBlocksGridDims
# CHECK: = transform.gpu.map_forall_to_blocks
# CHECK-SAME: grid_dims = [4, 2, 1]
# CHECK-SAME: (!transform.any_op) -> !transform.any_op
@run
def testMapNestedForallToThreadsCompact(target):
gpu.MapNestedForallToThreads(target)
# CHECK-LABEL: TEST: testMapNestedForallToThreadsCompact
# CHECK: transform.gpu.map_nested_forall_to_threads
# CHECK-SAME: block_dims = []
# CHECK-SAME: (!transform.any_op) -> !transform.any_op
@run
def testMapNestedForallToThreadsTyped(target):
gpu.MapNestedForallToThreads(transform.OperationType.get("test.dummy"), target)
# CHECK-LABEL: TEST: testMapNestedForallToThreadsTyped
# CHECK: transform.gpu.map_nested_forall_to_threads
# CHECK-SAME: block_dims = []
# CHECK-SAME: (!transform.any_op) -> !transform.op<"test.dummy">
@run
def testMapNestedForallToThreadsAttributes(target):
gpu.MapNestedForallToThreads(
target, block_dims=[4, 2], warp_size=64, sync_after_distribute=False
)
# CHECK-LABEL: TEST: testMapNestedForallToThreadsAttributes
# CHECK: transform.gpu.map_nested_forall_to_threads
# CHECK-SAME: block_dims = [4, 2]
# CHECK-SAME: sync_after_distribute = false
# CHECK-SAME: warp_size = 64
|
