from mlir.ir import *
from mlir.dialects import transform
from mlir.dialects import pdl
from mlir.dialects.transform import loop
def run(f):
with Context(), Location.unknown():
module = Module.create()
with InsertionPoint(module.body):
print("\nTEST:", f.__name__)
f()
print(module)
return f
@run
def getParentLoop():
sequence = transform.SequenceOp()
with InsertionPoint(sequence.body):
loop.GetParentForOp(sequence.bodyTarget, num_loops=2)
transform.YieldOp()
@run
def loopOutline():
sequence = transform.SequenceOp()
with InsertionPoint(sequence.body):
loop.LoopOutlineOp(sequence.bodyTarget, func_name="foo")
transform.YieldOp()
@run
def loopPeel():
sequence = transform.SequenceOp()
with InsertionPoint(sequence.body):
loop.LoopPeelOp(sequence.bodyTarget)
transform.YieldOp()
@run
def loopPipeline():
sequence = transform.SequenceOp()
with InsertionPoint(sequence.body):
loop.LoopPipelineOp(sequence.bodyTarget, iteration_interval=3)
transform.YieldOp()
@run
def loopUnroll():
sequence = transform.SequenceOp()
with InsertionPoint(sequence.body):
loop.LoopUnrollOp(sequence.bodyTarget, factor=42)
transform.YieldOp()