# 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 numpy as np import paddle from paddle.decomposition import decompose from paddle.framework import core paddle.enable_static() def meshgrid_net(x1, x2, x3, x4): return paddle.meshgrid(x1, x2, x3, x4) class TestBuildOp(unittest.TestCase): def setUp(self): np.random.seed(2023) self.dtype = "float32" self.c_shape = [64] self.init_x_shape = [1, 64, 512, 1024] self.x1 = np.random.random(self.c_shape).astype(self.dtype) self.x2 = np.random.random(self.c_shape).astype(self.dtype) self.x3 = np.random.random(self.c_shape).astype(self.dtype) self.x4 = np.random.random(self.c_shape).astype(self.dtype) self.net = meshgrid_net def get_ir_program(self): paddle.enable_static() main_program, start_program = ( paddle.static.Program(), paddle.static.Program(), ) with paddle.static.program_guard(main_program, start_program): x1 = paddle.static.data('x1', self.c_shape, self.dtype) x2 = paddle.static.data('x2', self.c_shape, self.dtype) x3 = paddle.static.data('x3', self.c_shape, self.dtype) x4 = paddle.static.data('x4', self.c_shape, self.dtype) y = meshgrid_net(x1, x2, x3, x4) paddle.tanh(y[0]) paddle.sin(y[1]) paddle.cos(y[2]) return main_program def test_build_op(self): pir_program = self.get_ir_program() y = pir_program.global_block().ops[-1].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] assert "pd_op.meshgrid" not in op_name_list if __name__ == "__main__": unittest.main()