# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import unittest import paddle from paddle.decomposition import decompose from paddle.framework import core paddle.enable_static() def get_ir_program(): paddle.enable_static() x = paddle.randn([4, 4]) main_program, start_program = ( paddle.static.Program(), paddle.static.Program(), ) with paddle.static.program_guard(main_program, start_program): x_s = paddle.static.data('x', [4, 4], x.dtype) x_s.stop_gradient = False y_s = paddle.divide(x_s, x_s) y_s = paddle.add(x_s, y_s) y_s = paddle.mean(y_s) y_s = paddle.tanh(y_s) pir_program = main_program all_ops = pir_program.global_block().ops for op in all_ops: op.op_role = 1 return pir_program class TestBuildOp(unittest.TestCase): def test_build_op(self): pir_program = get_ir_program() y = pir_program.global_block().ops[-2].results() orig_shape = y[0].shape with paddle.pir_utils.IrGuard(): core._set_prim_forward_enabled(True) y_new = decompose(pir_program, y) core._set_prim_forward_enabled(False) new_shape = y_new[0].shape assert orig_shape == new_shape, ( f"Original shape {orig_shape} is not equal to new shape {new_shape}" ) op_name_list = [op.name() for op in pir_program.global_block().ops] self.assertEqual( op_name_list, [ 'pd_op.data', 'pd_op.divide', 'pd_op.add', 'pd_op.full_int_array', 'pd_op.full_int_array', 'pd_op.sum', 'pd_op.full', 'pd_op.divide', 'pd_op.tanh', ], ) op_role_list = [op.op_role for op in pir_program.global_block().ops] self.assertEqual( all(op_role == 1 for op_role in op_role_list), True ) if __name__ == "__main__": unittest.main()