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Use smaller data blocks that can be verified visually. Perform error checking when executing the kernel. Wait for the command queue to finish before displaying the results.
141 lines
5.8 KiB
C#
141 lines
5.8 KiB
C#
using System;
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using System.Collections.Generic;
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using System.Text;
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using OpenTK.Compute.CL10;
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namespace Examples
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{
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using cl_context = IntPtr;
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using cl_device_id = IntPtr;
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using cl_command_queue = IntPtr;
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using cl_program = IntPtr;
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using cl_kernel = IntPtr;
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using cl_mem = IntPtr;
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[Example("Vector Addition", ExampleCategory.OpenCL, "1.0")]
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class VectorAdd
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{
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public static void Main()
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{
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const int cnBlockSize = 4;
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const int cnBlocks = 3;
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IntPtr cnDimension = new IntPtr(cnBlocks * cnBlockSize);
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string sProgramSource = @"
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__kernel void
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vectorAdd(__global const float * a,
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__global const float * b,
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__global float * c)
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{
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// Vector element index
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int nIndex = get_global_id(0);
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c[nIndex] = a[nIndex] + b[nIndex];
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}
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";
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ErrorCode error;
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// create OpenCL device & context
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cl_context hContext;
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unsafe { hContext = CL.CreateContextFromType((ContextProperties*)null, DeviceTypeFlags.DeviceTypeDefault, IntPtr.Zero, IntPtr.Zero, &error); }
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// query all devices available to the context
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IntPtr nContextDescriptorSize;
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CL.GetContextInfo(hContext, ContextInfo.ContextDevices, IntPtr.Zero, IntPtr.Zero, out nContextDescriptorSize);
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cl_device_id[] aDevices = new cl_device_id[nContextDescriptorSize.ToInt32()];
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unsafe
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{
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fixed (cl_device_id* ptr = aDevices)
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{
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IntPtr ret;
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CL.GetContextInfo(hContext, ContextInfo.ContextDevices, nContextDescriptorSize, new IntPtr(ptr), out ret);
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}
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}
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// create a command queue for first device the context reported
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cl_command_queue hCmdQueue = CL.CreateCommandQueue(hContext, aDevices[0], (CommandQueueFlags)0, out error);
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// create & compile program
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cl_program hProgram;
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unsafe { hProgram = CL.CreateProgramWithSource(hContext, 1, new string[] { sProgramSource }, null, &error); }
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CL.BuildProgram(hProgram, 0, (IntPtr[])null, null, IntPtr.Zero, IntPtr.Zero);
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// create kernel
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cl_kernel hKernel = CL.CreateKernel(hProgram, "vectorAdd", out error);
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// allocate host vectors
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float[] A = new float[cnDimension.ToInt32()];
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float[] B = new float[cnDimension.ToInt32()];
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float[] C = new float[cnDimension.ToInt32()];
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// initialize host memory
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Random rand = new Random();
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for (int i = 0; i < A.Length; i++)
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{
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A[i] = rand.Next() % 256;
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B[i] = rand.Next() % 256;
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}
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// allocate device memory
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unsafe
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{
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fixed (float* pA = A)
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fixed (float* pB = B)
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fixed (float* pC = C)
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{
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cl_mem hDeviceMemA, hDeviceMemB, hDeviceMemC;
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hDeviceMemA = CL.CreateBuffer(hContext,
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MemFlags.MemReadOnly | MemFlags.MemCopyHostPtr,
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new IntPtr(cnDimension.ToInt32() * sizeof(float)),
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new IntPtr(pA),
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out error);
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hDeviceMemB = CL.CreateBuffer(hContext,
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MemFlags.MemReadOnly | MemFlags.MemCopyHostPtr,
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new IntPtr(cnDimension.ToInt32() * sizeof(float)),
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new IntPtr(pA),
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out error);
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hDeviceMemC = CL.CreateBuffer(hContext,
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MemFlags.MemWriteOnly,
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new IntPtr(cnDimension.ToInt32() * sizeof(float)),
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IntPtr.Zero,
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out error);
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// setup parameter values
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CL.SetKernelArg(hKernel, 0, new IntPtr(sizeof(cl_mem)), new IntPtr(&hDeviceMemA));
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CL.SetKernelArg(hKernel, 1, new IntPtr(sizeof(cl_mem)), new IntPtr(&hDeviceMemB));
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CL.SetKernelArg(hKernel, 2, new IntPtr(sizeof(cl_mem)), new IntPtr(&hDeviceMemC));
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// write data from host to device
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CL.EnqueueWriteBuffer(hCmdQueue, hDeviceMemA, true, IntPtr.Zero,
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new IntPtr(cnDimension.ToInt32() * sizeof(float)),
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new IntPtr(pA), 0, null, (IntPtr[])null);
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CL.EnqueueWriteBuffer(hCmdQueue, hDeviceMemB, true, IntPtr.Zero,
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new IntPtr(cnDimension.ToInt32() * sizeof(float)),
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new IntPtr(pB), 0, null, (IntPtr[])null);
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// execute kernel
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error = (ErrorCode)CL.EnqueueNDRangeKernel(hCmdQueue, hKernel, 1, null, &cnDimension, null, 0, null, null);
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if (error != ErrorCode.Success)
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throw new Exception(error.ToString());
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// copy results from device back to host
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IntPtr event_handle = IntPtr.Zero;
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error = (ErrorCode)CL.EnqueueReadBuffer(hCmdQueue, hDeviceMemC, true, IntPtr.Zero,
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new IntPtr(cnDimension.ToInt32() * sizeof(float)),
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new IntPtr(pC), 0, null, (IntPtr[])null);
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if (error != ErrorCode.Success)
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throw new Exception(error.ToString());
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CL.Finish(hCmdQueue);
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CL.ReleaseMemObject(hDeviceMemA);
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CL.ReleaseMemObject(hDeviceMemB);
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CL.ReleaseMemObject(hDeviceMemC);
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}
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}
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for (int i = 0; i < A.Length; i++)
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{
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System.Diagnostics.Trace.WriteLine(String.Format("{0} + {1} = {2}", A[i], B[i], C[i]));
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}
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}
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}
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}
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