Method run

test/op/ResizeTest.cpp:91–168

public:
    virtual ~InterpTest() = default;
    virtual bool run(int precision) {
        auto input = _Input({1, 2, 2, 1}, NHWC);
        input->setName("input_tensor");
        // set input data
        const float inpudata[] = {-1.0, -2.0, 3.0, 4.0};
        auto inputPtr          = input->writeMap<float>();
        memcpy(inputPtr, inpudata, 4 * sizeof(float));
        input->unMap();
        input                                   = _Convert(input, NC4HW4);

        float hScale = 2.0;
        float wScale = 2.0;
        float scales[] = {1.0, 1.0, hScale, wScale};
        auto scaleVar = _Const((void*)scales, {4}, NCHW);
        int outW = int(wScale * 2);
        int outH = int(hScale * 2);

        //Interp Type:1
        {
            auto output                             = _Interp({input, scaleVar}, wScale, hScale, outW, outH, 1, false);
            output                                  = _Convert(output, NHWC);
            const std::vector<float> expectedOutput = {-1.0, -1.0, -2.0, -2.0, -1.0, -1.0, -2.0, -2.0,
                                                        3.0,  3.0,  4.0,  4.0,  3.0, 3.0, 4.0, 4.0};
            auto gotOutput                          = output->readMap<float>();

            if (!checkVector<float>(gotOutput, expectedOutput.data(), 16, 0.01)) {
                MNN_ERROR("InterpType:1 test failed!\n");
                return false;
            }

            const std::vector<int> expectedDim = {1, 4, 4, 1};
            auto gotDim                        = output->getInfo()->dim;
            if (!checkVector<int>(gotDim.data(), expectedDim.data(), 4, 0)) {
                MNN_ERROR("InterpType:1 test failed!\n");
                return false;
            }
        }

        //Interp Type:2
        {
            auto output                             = _Interp({input, scaleVar}, wScale, hScale, outW, outH, 2, false);
            output                                  = _Convert(output, NHWC);
            const std::vector<float> expectedOutput = { -1.0000, -1.2500, -1.7500, -2.0000,  0.0000, -0.1250, -0.3750, -0.5000,
                                                        2.0000,  2.1250,  2.3750,  2.5000,  3.0000,  3.2500,  3.7500,  4.0000};
            auto gotOutput                          = output->readMap<float>();
            if (!checkVector<float>(gotOutput, expectedOutput.data(), 16, 0.01)) {
                MNN_ERROR("InterpType:2 test failed!\n");
                return false;
            }

            const std::vector<int> expectedDim = {1, 4, 4, 1};
            auto gotDim                        = output->getInfo()->dim;
            if (!checkVector<int>(gotDim.data(), expectedDim.data(), 4, 0)) {
                MNN_ERROR("InterpType:2 test failed!\n");
                return false;
            }
        }