wehub-resource-sync
80 lines
3.1 KiB
C++
80 lines
3.1 KiB
C++
//
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// ShapeTest.cpp
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// MNNTests
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//
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// Created by MNN on 2019/12/26.
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// Copyright © 2018, Alibaba Group Holding Limited
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//
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#include <MNN/expr/Expr.hpp>
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#include <MNN/expr/ExprCreator.hpp>
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#include "MNN_generated.h"
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#include "MNNTestSuite.h"
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#include "TestUtils.h"
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using namespace MNN::Express;
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class ShapeTest : public MNNTestCase {
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public:
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virtual ~ShapeTest() = default;
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virtual bool run(int precision) {
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auto input = _Input({1, 1, 1, 4}, NCHW);
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input->setName("input_tensor");
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// set input data
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const float inpudata[] = {-1.0, -2.0, 3.0, 4.0};
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auto inputPtr = input->writeMap<float>();
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memcpy(inputPtr, inpudata, 4 * sizeof(float));
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input->unMap();
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auto output = _Shape(input);
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const std::vector<int> expectedOutput = {1, 1, 1, 4};
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auto gotOutput = output->readMap<int>();
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if (!checkVector<int>(gotOutput, expectedOutput.data(), 4, 0)) {
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MNN_ERROR("ShapeTest test failed!\n");
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return false;
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}
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return true;
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}
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};
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class ShapeSliceTest : public MNNTestCase {
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public:
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virtual ~ShapeSliceTest() = default;
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virtual bool run(int precision) {
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auto input = _Input({2, 3, 5, 7}, NCHW);
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input->setName("input_tensor");
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std::unique_ptr<MNN::OpT> op(new MNN::OpT);
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op->type = MNN::OpType_Shape;
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op->main.type = MNN::OpParameter_ShapeParam;
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op->main.value = new MNN::ShapeParamT;
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op->main.AsShapeParam()->hasStart = true;
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op->main.AsShapeParam()->start = 1;
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op->main.AsShapeParam()->hasEnd = true;
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op->main.AsShapeParam()->end = 3;
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auto output = Variable::create(Expr::create(std::move(op), {input}));
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const std::vector<int> expectedOutput = {3, 5};
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auto gotOutput = output->readMap<int>();
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if (!checkVector<int>(gotOutput, expectedOutput.data(), (int)expectedOutput.size(), 0)) {
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MNN_ERROR("ShapeSliceTest positive slice failed!\n");
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return false;
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}
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std::unique_ptr<MNN::OpT> negativeOp(new MNN::OpT);
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negativeOp->type = MNN::OpType_Shape;
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negativeOp->main.type = MNN::OpParameter_ShapeParam;
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negativeOp->main.value = new MNN::ShapeParamT;
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negativeOp->main.AsShapeParam()->hasStart = true;
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negativeOp->main.AsShapeParam()->start = -2;
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auto negativeOutput = Variable::create(Expr::create(std::move(negativeOp), {input}));
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const std::vector<int> negativeExpected = {5, 7};
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auto negativeGot = negativeOutput->readMap<int>();
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if (!checkVector<int>(negativeGot, negativeExpected.data(), (int)negativeExpected.size(), 0)) {
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MNN_ERROR("ShapeSliceTest negative start failed!\n");
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return false;
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}
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return true;
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}
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};
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MNNTestSuiteRegister(ShapeTest, "op/shape");
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MNNTestSuiteRegister(ShapeSliceTest, "op/shape/slice");
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