from mlir.ir import *
import mlir.dialects.builtin as builtin
import mlir.dialects.func as func
import mlir.dialects.vector as vector
def run(f):
print("\nTEST:", f.__name__)
with Context(), Location.unknown():
f()
return f
@run
def testPrintOp():
module = Module.create()
with InsertionPoint(module.body):
@func.FuncOp.from_py_func(VectorType.get((12, 5), F32Type.get()))
def print_vector(arg):
return vector.PrintOp(arg)
print(module)
@run
def testTransferReadOp():
module = Module.create()
with InsertionPoint(module.body):
vector_type = VectorType.get([2, 3], F32Type.get())
memref_type = MemRefType.get([-1, -1], F32Type.get())
index_type = IndexType.get()
mask_type = VectorType.get(vector_type.shape, IntegerType.get_signless(1))
identity_map = AffineMap.get_identity(vector_type.rank)
identity_map_attr = AffineMapAttr.get(identity_map)
f = func.FuncOp("transfer_read",
([memref_type, index_type,
F32Type.get(), mask_type], []))
with InsertionPoint(f.add_entry_block()):
A, zero, padding, mask = f.arguments
vector.TransferReadOp(vector_type, A, [zero, zero], identity_map_attr,
padding, mask=mask)
vector.TransferReadOp(vector_type, A, [zero, zero], identity_map_attr,
padding)
func.ReturnOp([])
print(module)