llvm-project/mlir/test/python/dialects/shape.py

31 lines
822 B
Python

# RUN: %PYTHON %s | FileCheck %s
from mlir.ir import *
import numpy as np
import mlir.dialects.func as func
import mlir.dialects.shape as shape
def run(f):
print("\nTEST:", f.__name__)
f()
return f
# CHECK-LABEL: TEST: testConstShape
@run
def testConstShape():
with Context() as ctx, Location.unknown():
module = Module.create()
f32 = F32Type.get()
with InsertionPoint(module.body):
@func.FuncOp.from_py_func(
RankedTensorType.get((12, ShapedType.get_dynamic_size()), f32))
def const_shape_tensor(arg):
return shape.ConstShapeOp(
DenseElementsAttr.get(np.array([10, 20], dtype=np.int64), type=IndexType.get()))
# CHECK-LABEL: func @const_shape_tensor(%arg0: tensor<12x?xf32>)
# CHECK: shape.const_shape [10, 20] : tensor<2xindex>
print(module)