#!/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 import numpy as np from op_mapper_test import OpMapperTest import paddle class TestUnaryOp(OpMapperTest): def init_input_data(self): self.feed_data = {'x': self.random([32, 64], "float32")} def set_op_type(self): return "sqrt" 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 {} def set_op_outputs(self): return {'Out': [str(self.feed_data['x'].dtype)]} def test_check_results(self): self.check_outputs_and_grads() class TestSqrtOp(TestUnaryOp): def set_op_type(self): return "sqrt" class TestGeluOp(TestUnaryOp): def set_op_type(self): return "gelu" class TestSigmoidOp(TestUnaryOp): def set_op_type(self): return "sigmoid" class TestExpOp(TestUnaryOp): def set_op_type(self): return "exp" class TestErfOp(TestUnaryOp): def set_op_type(self): return "erf" class TestRsqrtOp(TestUnaryOp): def set_op_type(self): return "rsqrt" class TestSinOp(TestUnaryOp): def set_op_type(self): return "sin" class TestCosOp(TestUnaryOp): def set_op_type(self): return "cos" class TestTanOp(TestUnaryOp): def set_op_type(self): return "tan" class TestSinhOp(TestUnaryOp): def set_op_type(self): return "sinh" class TestCoshOp(TestUnaryOp): def set_op_type(self): return "cosh" class TestTanhOp(TestUnaryOp): def set_op_type(self): return "tanh" class TestAsinOp(TestUnaryOp): def set_op_type(self): return "asin" class TestAcosOp(TestUnaryOp): def set_op_type(self): return "acos" class TestAtanOp(TestUnaryOp): def set_op_type(self): return "atan" class TestAsinhOp(TestUnaryOp): def set_op_type(self): return "asinh" class TestAcoshOp(TestUnaryOp): def init_input_data(self): self.feed_data = {'x': self.random([32, 64], "float32", 1.0, 10.0)} def set_op_type(self): return "acosh" class TestAtanhOp(TestUnaryOp): def set_op_type(self): return "atanh" class TestSignOp(TestUnaryOp): def set_op_type(self): return "sign" class TestAbsOp(TestUnaryOp): def set_op_type(self): return "abs" class TestReciprocalOp(TestUnaryOp): def set_op_type(self): return "reciprocal" class TestFloorOp(TestUnaryOp): def init_input_data(self): self.feed_data = {'x': self.random([32, 64], "float32", -2.0, 2.0)} def set_op_type(self): return "floor" def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestCeilOp(TestUnaryOp): def init_input_data(self): self.feed_data = {'x': self.random([32, 64], "float32", -2.0, 2.0)} def set_op_type(self): return "ceil" def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestRoundOp(TestUnaryOp): def init_input_data(self): self.feed_data = {'x': self.random([32, 64], "float32", -2.0, 2.0)} def set_op_type(self): return "round" def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestTruncOp(TestUnaryOp): def init_input_data(self): self.feed_data = {'x': self.random([32, 64], "float32", -2.0, 2.0)} def set_op_type(self): return "trunc" def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestIsNanOp(TestUnaryOp): def set_op_type(self): return "isnan_v2" def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestIsNanCase1(TestIsNanOp): def init_case(self): self.inputs = {"x": self.random([32, 64])} self.inputs["x"][0] = [np.nan] * 64 class TestIsFiniteOp(TestUnaryOp): def set_op_type(self): return "isfinite_v2" def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestIsFiniteCase1(TestIsFiniteOp): def init_case(self): self.inputs = {"x": self.random([32, 64])} self.inputs["x"][0] = [np.inf] * 64 class TestIsInfOp(TestUnaryOp): def set_op_type(self): return "isinf_v2" def test_check_results(self): self.check_outputs_and_grads(all_equal=True) class TestIsInfCase1(TestIsInfOp): def init_case(self): self.inputs = {"x": self.random([32, 64])} self.inputs["x"][0] = [np.inf] * 64 if __name__ == "__main__": unittest.main()