TensorFlow.NET/test/TensorFlowNET.UnitTest/NativeAPI/Eager/CApi.Eager.Execute_MatMul_CPU.cs

using Microsoft.VisualStudio.TestTools.UnitTesting;
using System;
using Tensorflow;
using static Tensorflow.Binding;

namespace TensorFlowNET.UnitTest.NativeAPI
{
    public partial class CApiEagerTest
    {
        /// <summary>
        /// TEST(CAPI, Execute_MatMul_CPU)
        /// </summary>
        [TestMethod]
        public unsafe void Execute_MatMul_CPU()
        {
            Execute_MatMul_CPU(false);
        }

        unsafe void Execute_MatMul_CPU(bool async)
        {
            var status = TF_NewStatus();
            var opts = TFE_NewContextOptions();
            c_api.TFE_ContextOptionsSetAsync(opts, Convert.ToByte(async));
            var ctx = TFE_NewContext(opts, status);
            CHECK_EQ(TF_OK, TF_GetCode(status), TF_Message(status));
            TFE_DeleteContextOptions(opts);

            var m = TestMatrixTensorHandle();
            var matmul = MatMulOp(ctx, m, m);
            var retvals = new IntPtr[] { IntPtr.Zero, IntPtr.Zero };
            int num_retvals = 2;
            c_api.TFE_Execute(matmul, retvals, ref num_retvals, status);
            EXPECT_EQ(1, num_retvals);
            EXPECT_EQ(TF_OK, TF_GetCode(status), TF_Message(status));
            TFE_DeleteOp(matmul);
            TFE_DeleteTensorHandle(m);

            var t = TFE_TensorHandleResolve(retvals[0], status);
            ASSERT_EQ(TF_OK, TF_GetCode(status), TF_Message(status));
            TFE_DeleteTensorHandle(retvals[0]);
            TFE_DeleteContext(ctx);
            ASSERT_EQ(TF_OK, TF_GetCode(status), TF_Message(status));
            var product = new float[4];
            EXPECT_EQ(product.Length * sizeof(float), (int)TF_TensorByteSize(t));
            tf.memcpy(product, TF_TensorData(t), TF_TensorByteSize(t));

            c_api.TF_DeleteTensor(t);
            EXPECT_EQ(7f, product[0]);
            EXPECT_EQ(10f, product[1]);
            EXPECT_EQ(15f, product[2]);
            EXPECT_EQ(22f, product[3]);
            TF_DeleteStatus(status);
        }
    }
}