# Copyright (c) 2018 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 from get_test_cover_info import ( XPUOpTestWrapper, create_test_class, get_xpu_op_support_types, ) from op_test import convert_float_to_uint16 from op_test_xpu import XPUOpTest import paddle paddle.enable_static() class XPUTestRangeOp(XPUOpTestWrapper): def __init__(self): self.op_name = "range" self.use_dynamic_create_class = False class TestRangeOp(XPUOpTest): def setUp(self): self.set_xpu() self.op_type = "range" self.init_dtype() self.init_config() start = np.array([self.case[0]]).astype( self.dtype if self.dtype != np.uint16 else np.float32 ) end = np.array([self.case[1]]).astype( self.dtype if self.dtype != np.uint16 else np.float32 ) step = np.array([self.case[2]]).astype( self.dtype if self.dtype != np.uint16 else np.float32 ) if self.dtype == np.uint16: start = convert_float_to_uint16(start) end = convert_float_to_uint16(end) step = convert_float_to_uint16(step) self.inputs = {'Start': start, 'End': end, 'Step': step} self.outputs = { 'Out': np.arange( self.case[0], self.case[1], self.case[2] ).astype(self.dtype) } def set_xpu(self): self.__class__.no_need_check_grad = True def init_dtype(self): self.dtype = self.in_type def init_config(self): self.case = (0, 1, 0.2) if self.dtype == np.float32 else (0, 5, 1) def test_check_output(self): place = paddle.XPUPlace(0) self.check_output_with_place(place, check_dygraph=False) class TestRangeOpCase0(TestRangeOp): def init_config(self): self.case = (0, 5, 1) class TestRangeOpCase1(TestRangeOp): def init_config(self): self.case = (0, 5, 2) class TestRangeOpCase2(TestRangeOp): def init_config(self): self.case = (10, 1, -2) class TestRangeOpCase3(TestRangeOp): def init_config(self): self.case = (-1, -10, -2) class TestRangeOpCase4(TestRangeOp): def init_config(self): self.case = (10, -10, -11) class TestRangeOpCase5(TestRangeOp): def init_config(self): self.case = (0, 1, 1) support_types = get_xpu_op_support_types("range") for stype in support_types: create_test_class(globals(), XPUTestRangeOp, stype) if __name__ == "__main__": unittest.main()