// Copyright (c) Microsoft Corporation. All rights reserved. // Licensed under the MIT License. // This file is copied and adapted from the following git repository - // https://github.com/dotnet/corefx // Commit ID: bdd0814360d4c3a58860919f292a306242f27da1 // Path: /src/System.Numerics.Tensors/tests/TensorExtensions.cs // Original license statement below - // Licensed to the .NET Foundation under one or more agreements. // The .NET Foundation licenses this file to you under the MIT license. // See the LICENSE file in the project root for more information. using System; namespace Microsoft.ML.OnnxRuntime.Tensors { public static partial class TensorExtensions { private static int[] s_zeroArray = new[] { 0 }; private static int[] s_oneArray = new[] { 1 }; internal static Tensor MatrixMultiply(this Tensor left, Tensor right) { if (left.Rank != 2) { throw new InvalidOperationException($"{nameof(MatrixMultiply)} is only valid for a {nameof(Tensor)} of {nameof(left.Rank)} 2."); } if (right.Rank != 2) { throw new ArgumentException($"{nameof(Tensor)} {nameof(right)} must have {nameof(left.Rank)} 2.", nameof(right)); } if (left.Dimensions[1] != right.Dimensions[0]) { throw new ArgumentException($"{nameof(Tensor)} {nameof(right)} must have first dimension of {left.Dimensions[1]}.", nameof(right)); } return TensorOperations.Contract(left, right, s_oneArray, s_zeroArray); } } }