#!/usr/bin/env python3 # Copyright (c) 2023 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 import numpy as np from op_mapper_test import OpMapperTest, logger import paddle class TestRollOp(OpMapperTest): def init_input_data(self): self.feed_data = { 'x': np.array([1, 2, 3], dtype='float32'), } self.axis = [0] self.shifts = [1] def set_op_type(self): return "roll" def set_op_inputs(self): x = paddle.static.data( name='x', shape=self.feed_data['x'].shape, dtype=self.feed_data['x'].dtype) return {'X': [x]} def set_op_attrs(self): return {"shifts": self.shifts, "axis": self.axis} def set_op_outputs(self): return {'Out': [str(self.feed_data['x'].dtype)]} def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestRollCase1(TestRollOp): def init_input_data(self): self.feed_data = { 'x': self.random([1, 2, 3], 'float32'), } self.axis = [1] self.shifts = [3] class TestRollCase2(TestRollOp): def init_input_data(self): self.feed_data = { 'x': self.random([1], 'float32'), } self.axis = [0] self.shifts = [2] class TestRollCase3(TestRollOp): def init_input_data(self): self.feed_data = { 'x': self.random([1, 2, 3], 'float32'), } self.axis = [0, 1, 2, -1] self.shifts = [3, 4, 10, 3] class TestRollCase4(TestRollOp): def init_input_data(self): self.feed_data = { 'x': self.random([1, 2, 3], 'float32'), } self.axis = [0, 1] self.shifts = [3, -8] class TestRollCase5(TestRollOp): def init_input_data(self): self.feed_data = { 'x': self.random([1, 2, 3], 'float32'), } self.axis = [1] self.shifts = [121] class TestRollCase6(TestRollOp): def init_input_data(self): self.feed_data = { 'x': self.random([10, 2, 3], 'float32'), } self.axis = [1, 2] self.shifts = [121, 122] class TestRollAxesEmpty(TestRollOp): def set_op_attrs(self): return {"shifts": self.shifts, "axis": []} if __name__ == "__main__": unittest.main()