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65 lines
2.4 KiB
65 lines
2.4 KiB
/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
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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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http://www.apache.org/licenses/LICENSE-2.0
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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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#include <gtest/gtest.h>
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#include "FunctionTest.h"
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#include "paddle/math/Matrix.h"
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using namespace paddle; // NOLINT
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void testCosSimForward(size_t height_x,
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size_t height_y,
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size_t width,
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real scale) {
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CpuGpuFuncCompare test("CosSimForward", FuncConfig().set("scale", scale));
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// prepare input arguments
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test.addInputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_x, width}));
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test.addInputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_y, width}));
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test.addOutputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_x, 1}),
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ASSIGN_TO);
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// run Function
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test.run();
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}
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void testCosSimBackward(size_t height_x,
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size_t height_y,
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size_t width,
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real scale) {
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CpuGpuFuncCompare test("CosSimBackward", FuncConfig().set("scale", scale));
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// prepare input arguments
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test.addInputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_x, 1}));
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test.addInputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_x, 1}));
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test.addInputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_x, width}));
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test.addInputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_y, width}));
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test.addOutputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_x, width}),
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ADD_TO);
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test.addOutputs(BufferArg(VALUE_TYPE_FLOAT, TensorShape{height_y, width}),
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ADD_TO);
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// run Function
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test.run();
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}
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TEST(Matrix, cosSim) {
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for (auto height_x : {10, 100, 1000}) {
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for (auto height_y : {1, height_x}) {
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for (auto width : {10, 100, 1000}) {
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for (auto scale : {1.0, 2.0}) {
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testCosSimForward(height_x, height_y, width, scale);
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testCosSimBackward(height_x, height_y, width, scale);
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}
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}
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}
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}
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}
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