File: memref.py

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# RUN: %PYTHON %s | FileCheck %s

from mlir.ir import *
import mlir.dialects.func as func
import mlir.dialects.memref as memref


def run(f):
    print("\nTEST:", f.__name__)
    f()
    return f


# CHECK-LABEL: TEST: testSubViewAccessors
@run
def testSubViewAccessors():
    ctx = Context()
    module = Module.parse(
        r"""
    func.func @f1(%arg0: memref<?x?xf32>) {
      %0 = arith.constant 0 : index
      %1 = arith.constant 1 : index
      %2 = arith.constant 2 : index
      %3 = arith.constant 3 : index
      %4 = arith.constant 4 : index
      %5 = arith.constant 5 : index
      memref.subview %arg0[%0, %1][%2, %3][%4, %5] : memref<?x?xf32> to memref<?x?xf32, strided<[?, ?], offset: ?>>
      return
    }
  """,
        ctx,
    )
    func_body = module.body.operations[0].regions[0].blocks[0]
    subview = func_body.operations[6]

    assert subview.source == subview.operands[0]
    assert len(subview.offsets) == 2
    assert len(subview.sizes) == 2
    assert len(subview.strides) == 2
    assert subview.result == subview.results[0]

    # CHECK: SubViewOp
    print(type(subview).__name__)

    # CHECK: constant 0
    print(subview.offsets[0])
    # CHECK: constant 1
    print(subview.offsets[1])
    # CHECK: constant 2
    print(subview.sizes[0])
    # CHECK: constant 3
    print(subview.sizes[1])
    # CHECK: constant 4
    print(subview.strides[0])
    # CHECK: constant 5
    print(subview.strides[1])


# CHECK-LABEL: TEST: testCustomBuidlers
@run
def testCustomBuidlers():
    with Context() as ctx, Location.unknown(ctx):
        module = Module.parse(
            r"""
      func.func @f1(%arg0: memref<?x?xf32>, %arg1: index, %arg2: index) {
        return
      }
    """
        )
        f = module.body.operations[0]
        func_body = f.regions[0].blocks[0]
        with InsertionPoint.at_block_terminator(func_body):
            memref.LoadOp(f.arguments[0], f.arguments[1:])

        # CHECK: func @f1(%[[ARG0:.*]]: memref<?x?xf32>, %[[ARG1:.*]]: index, %[[ARG2:.*]]: index)
        # CHECK: memref.load %[[ARG0]][%[[ARG1]], %[[ARG2]]]
        print(module)
        assert module.operation.verify()