Method run

test/expr/MatMulTest.cpp:69–348

class MatMulTest : public MNNTestCase {
public:
    virtual bool run(int precision) {
        auto executor = cloneCurrentExecutor();
        ExecutorScope scope(executor);
        int e = 5, h = 4, l = 6;
        if (true) {
            // Test MatMul
            std::unique_ptr<MNN::OpT> op(new MNN::OpT);
            op->type                = MNN::OpType_MatMul;
            op->main.type           = MNN::OpParameter_MatMul;
            op->main.value          = new MNN::MatMulT;
            auto matmulParam        = op->main.AsMatMul();
            matmulParam->transposeA = false;
            matmulParam->transposeB = false;

            auto x0 = _Input({}, NHWC, halide_type_of<float>());
            auto x1 = _Input({}, NHWC, halide_type_of<float>());
            auto y  = Variable::create(Expr::create(op.get(), {x0, x1}));
            x0->resize({h, l});
            x1->resize({l, e});
            fillFloat(x0->writeMap<float>(), h, l);
            fillFloat(x1->writeMap<float>(), l, e);

            auto res = checkMatMul(y->readMap<float>(), x0->readMap<float>(), x1->readMap<float>(), e, l, h);
            if (!res) {
                FUNC_PRINT(1);
                return false;
            }
            auto tranposeA          = _Transpose(x0, {1, 0});
            matmulParam->transposeA = true;
            matmulParam->transposeB = false;
            y                       = Variable::create(Expr::create(op.get(), {tranposeA, x1}));
            res = checkMatMul(y->readMap<float>(), x0->readMap<float>(), x1->readMap<float>(), e, l, h);
            if (!res) {
                FUNC_PRINT(1);
                return false;
            }
            auto tranposeB          = _Transpose(x1, {1, 0});
            matmulParam->transposeA = true;
            matmulParam->transposeB = true;
            y                       = Variable::create(Expr::create(op.get(), {tranposeA, tranposeB}));
            res = checkMatMul(y->readMap<float>(), x0->readMap<float>(), x1->readMap<float>(), e, l, h);
            if (!res) {
                FUNC_PRINT(1);
                return false;
            }
            matmulParam->transposeA = false;
            matmulParam->transposeB = true;
            y                       = Variable::create(Expr::create(op.get(), {x0, tranposeB}));
            res = checkMatMul(y->readMap<float>(), x0->readMap<float>(), x1->readMap<float>(), e, l, h);
            if (!res) {
                FUNC_PRINT(1);
                return false;
            }
        }
        if (true) {
            std::unique_ptr<MNN::OpT> op(new MNN::OpT);
            op->type       = MNN::OpType_BatchMatMul;
            op->main.type  = MNN::OpParameter_BatchMatMulParam;