wehub-resource-sync
535 lines
16 KiB
Python
535 lines
16 KiB
Python
# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import unittest
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import numpy as np
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from get_test_cover_info import (
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XPUOpTestWrapper,
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create_test_class,
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get_xpu_op_support_types,
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)
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from op_test import convert_float_to_uint16, convert_uint16_to_float
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from op_test_xpu import XPUOpTest
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import paddle
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class TestCompareOpBase(XPUOpTest):
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def setUp(self):
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self.place = paddle.XPUPlace(0)
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self.config()
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self.set_case()
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self.inputs = {'X': self.x, 'Y': self.y}
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self.outputs = {'Out': self.result}
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def set_case(self):
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self.x = np.random.uniform(
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self.lbound, self.hbound, self.x_shape
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).astype('float32')
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self.y = np.random.uniform(
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self.lbound, self.hbound, self.y_shape
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).astype('float32')
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if self.dtype == np.uint16:
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self.x = convert_float_to_uint16(self.x)
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self.y = convert_float_to_uint16(self.y)
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x_fp32 = convert_uint16_to_float(self.x)
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y_fp32 = convert_uint16_to_float(self.y)
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self.result = convert_float_to_uint16(self.compute(x_fp32, y_fp32))
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else:
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self.x = self.x.astype(self.dtype)
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self.y = self.y.astype(self.dtype)
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self.result = self.compute(self.x, self.y)
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def config(self):
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self.dtype = np.float32
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self.op_type = 'less_than'
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self.compute = np.less
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = [11, 17]
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def test_check_output(self):
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paddle.enable_static()
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self.check_output_with_place(self.place)
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class XPUTestLessThanOP(XPUOpTestWrapper):
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def __init__(self):
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self.op_name = 'less_than'
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self.use_dynamic_create_class = False
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class LessThanOpTestCase1(TestCompareOpBase):
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def config(self):
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self.dtype = self.in_type
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self.op_type = 'less_than'
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self.compute = np.less
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self.set_data()
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = [11, 17]
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class LessThanOpTestCase2(LessThanOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [11, 17]
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self.y_shape = [1]
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class LessThanOpTestCase3(LessThanOpTestCase1):
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def set_data(self):
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self.lbound = -300
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self.hbound = 300
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self.x_shape = [11, 17, 29]
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self.y_shape = [1]
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class LessThanOpTestCase4(LessThanOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [16, 64, 512]
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self.y_shape = [1]
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class LessThanOpTestCase5(LessThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [16, 64, 512]
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self.y_shape = [16, 64, 512]
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class LessThanOpTestCase_ZeroDim1(LessThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = []
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class LessThanOpTestCase_ZeroDim2(LessThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = [11, 17]
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class LessThanOpTestCase_ZeroDim3(LessThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = []
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support_types = get_xpu_op_support_types('less_than')
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for stype in support_types:
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create_test_class(globals(), XPUTestLessThanOP, stype)
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class XPUTestLessEqualOp(XPUOpTestWrapper):
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def __init__(self):
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self.op_name = 'less_equal'
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self.use_dynamic_create_class = False
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class LessEqualOpTestCase1(TestCompareOpBase):
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def config(self):
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self.dtype = self.in_type
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self.op_type = 'less_equal'
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self.compute = np.less_equal
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self.set_data()
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = [11, 17]
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class LessEqualOpTestCase2(LessEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17, 255]
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self.y_shape = [11, 17, 255]
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class LessEqualOpTestCase3(LessEqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [11, 17, 255]
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self.y_shape = [1]
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class LessEqualOpTestCase4(LessEqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [11, 17]
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self.y_shape = [1]
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class LessEqualOpTestCase5(LessEqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [16, 64, 512]
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self.y_shape = [16, 64, 512]
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class LessEqualOpTestCase_ZeroDim1(LessEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = []
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class LessEqualOpTestCase_ZeroDim2(LessEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = [11, 17]
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class LessEqualOpTestCase_ZeroDim3(LessEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = []
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support_types = get_xpu_op_support_types('less_equal')
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for stype in support_types:
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create_test_class(globals(), XPUTestLessEqualOp, stype)
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class XPUTestGreaterThanOp(XPUOpTestWrapper):
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def __init__(self):
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self.op_name = 'greater_than'
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self.use_dynamic_create_class = False
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class GreaterThanOpTestCase1(TestCompareOpBase):
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def config(self):
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self.dtype = self.in_type
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self.op_type = 'greater_than'
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self.compute = np.greater
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self.set_data()
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [16, 64, 512]
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self.y_shape = [16, 64, 512]
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class GreaterThanOpTestCase2(GreaterThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [16, 64, 512]
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self.y_shape = [1]
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class GreaterThanOpTestCase3(GreaterThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = [1]
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class GreaterThanOpTestCase4(GreaterThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = [11, 17]
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class GreaterThanOpTestCase5(GreaterThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [10, 10, 20, 20]
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self.y_shape = [10, 10, 20, 20]
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class GreaterThanOpTestCase_ZeroDim1(GreaterThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = []
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class GreaterThanOpTestCase_ZeroDim2(GreaterThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = [11, 17]
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class GreaterThanOpTestCase_ZeroDim3(GreaterThanOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = []
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support_types = get_xpu_op_support_types('greater_than')
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for stype in support_types:
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create_test_class(globals(), XPUTestGreaterThanOp, stype)
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class XPUTestGreaterEqualOp(XPUOpTestWrapper):
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def __init__(self):
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self.op_name = 'greater_equal'
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self.use_dynamic_create_class = False
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class GreaterEqualOpTestCase1(TestCompareOpBase):
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def config(self):
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self.dtype = self.in_type
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self.op_type = 'greater_equal'
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self.compute = np.greater_equal
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self.set_data()
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [10, 10, 20, 20]
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self.y_shape = [10, 10, 20, 20]
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class GreaterEqualOpTestCase2(GreaterEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [10, 10]
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self.y_shape = [10, 10]
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class GreaterEqualOpTestCase3(GreaterEqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [512, 512, 2]
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self.y_shape = [1]
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class GreaterEqualOpTestCase4(GreaterEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [10, 10, 20, 20]
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self.y_shape = [1]
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class GreaterEqualOpTestCase5(GreaterEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [10, 30, 15]
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self.y_shape = [10, 30, 15]
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class GreaterEqualOpTestCase_ZeroDim1(GreaterEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = []
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class GreaterEqualOpTestCase_ZeroDim2(GreaterEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = [11, 17]
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class GreaterEqualOpTestCase_ZeroDim3(GreaterEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = []
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support_types = get_xpu_op_support_types('greater_equal')
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for stype in support_types:
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create_test_class(globals(), XPUTestGreaterEqualOp, stype)
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class XPUTestEqualOp(XPUOpTestWrapper):
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def __init__(self):
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self.op_name = 'equal'
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self.use_dynamic_create_class = False
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class EqualOpTestCase1(TestCompareOpBase):
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def config(self):
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self.dtype = self.in_type
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self.op_type = 'equal'
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self.compute = np.equal
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self.set_data()
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [10, 30, 15]
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self.y_shape = [10, 30, 15]
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class EqualOpTestCase2(EqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [10, 30, 15]
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self.y_shape = [1]
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class EqualOpTestCase3(EqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [10, 30]
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self.y_shape = [10, 30]
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class EqualOpTestCase4(EqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [256, 256, 10]
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self.y_shape = [256, 256, 10]
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class EqualOpTestCase5(EqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = [1]
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class EqualOpTestCase_ZeroDim1(EqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = []
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class EqualOpTestCase_ZeroDim2(EqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = [11, 17]
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class EqualOpTestCase_ZeroDim3(EqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = []
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class EqualOpTestCaseBoolBase(TestCompareOpBase):
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def config(self):
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self.dtype = np.bool_
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self.op_type = 'equal'
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self.compute = np.equal
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self.choices = [True, False]
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self.set_shape()
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def set_shape(self):
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self.x_shape = [11, 17]
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self.y_shape = [11, 17]
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def set_case(self):
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self.x = np.random.choice(self.choices, self.x_shape)
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self.y = np.random.choice(self.choices, self.y_shape)
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self.result = self.compute(self.x, self.y)
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class EqualOpTestCaseBool1(EqualOpTestCaseBoolBase):
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def set_shape(self):
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self.x_shape = [11, 17]
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self.y_shape = [1]
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class EqualOpTestCaseBool2(EqualOpTestCaseBoolBase):
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def set_shape(self):
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self.x_shape = [1]
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self.y_shape = [11, 17]
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support_types = get_xpu_op_support_types('equal')
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for stype in support_types:
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create_test_class(globals(), XPUTestEqualOp, stype)
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class XPUTestNotEqualOp(XPUOpTestWrapper):
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def __init__(self):
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self.op_name = 'not_equal'
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self.use_dynamic_create_class = False
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class NotEqualOpTestCase1(TestCompareOpBase):
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def config(self):
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self.dtype = self.in_type
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self.op_type = 'not_equal'
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self.compute = np.not_equal
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self.set_data()
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = [1]
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class NotEqualOpTestCase2(NotEqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [11, 17]
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self.y_shape = [11, 17]
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class NotEqualOpTestCase3(NotEqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [11, 17, 30]
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self.y_shape = [1]
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class NotEqualOpTestCase4(NotEqualOpTestCase1):
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def set_data(self):
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self.lbound = -200
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self.hbound = 200
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self.x_shape = [256, 256, 10]
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self.y_shape = [256, 256, 10]
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class NotEqualOpTestCase5(NotEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [512, 128]
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self.y_shape = [512, 128]
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class NotEqualOpTestCase_ZeroDim1(NotEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = []
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class NotEqualOpTestCase_ZeroDim2(NotEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = []
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self.y_shape = [11, 17]
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class NotEqualOpTestCase_ZeroDim3(NotEqualOpTestCase1):
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def set_data(self):
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self.lbound = -100
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self.hbound = 100
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self.x_shape = [11, 17]
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self.y_shape = []
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support_types = get_xpu_op_support_types('not_equal')
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for stype in support_types:
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create_test_class(globals(), XPUTestNotEqualOp, stype)
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if __name__ == '__main__':
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unittest.main()
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