#!/usr/bin/env python3 # Copyright (c) 2022 CINN 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 from op_mapper_test import OpMapperTest import paddle class TestElementwiseOp(OpMapperTest): def init_input_data(self): self.feed_data = { 'x': self.random([32, 64], "float32"), 'y': self.random([32, 64], "float32"), } def set_op_type(self): return "elementwise_add" def set_op_inputs(self): x = paddle.static.data( name='x', shape=self.feed_data['x'].shape, dtype=self.feed_data['x'].dtype, ) y = paddle.static.data( name='y', shape=self.feed_data['y'].shape, dtype=self.feed_data['y'].dtype, ) return {'X': [x], 'Y': [y]} def set_op_attrs(self): return {"axis": -1} def set_op_outputs(self): return {'Out': [str(self.feed_data['x'].dtype)]} def test_check_results(self): self.check_outputs_and_grads() class TestAddOp(TestElementwiseOp): def set_op_type(self): return "elementwise_add" class TestSubOp(TestElementwiseOp): def set_op_type(self): return "elementwise_sub" class TestDivOp(TestElementwiseOp): def set_op_type(self): return "elementwise_div" class TestMulOp(TestElementwiseOp): def set_op_type(self): return "elementwise_mul" class TestPowOp(TestElementwiseOp): def set_op_type(self): return "elementwise_pow" class TestModOp(TestElementwiseOp): def set_op_type(self): return "elementwise_mod" class TestMaxOp(TestElementwiseOp): def set_op_type(self): return "elementwise_max" class TestMinOp(TestElementwiseOp): def set_op_type(self): return "elementwise_min" class TestFloorDivOpCase1(TestElementwiseOp): def init_input_data(self): self.feed_data = { 'x': self.random([32, 64], low=1, high=10, dtype='int32'), 'y': self.random([32, 64], low=1, high=10, dtype='int32'), } def set_op_type(self): return "elementwise_floordiv" class TestFloorDivOpCase2(TestElementwiseOp): def init_input_data(self): self.feed_data = { 'x': self.random([32], low=1, high=10, dtype='int64'), 'y': self.random([32], low=1, high=10, dtype='int64'), } def set_op_type(self): return "elementwise_floordiv" if __name__ == "__main__": unittest.main()