public Kernel SetArgumentMemory(Memory val)
{
#if DELAY_COMPILE
if (!Initialized)
{
Initialized = true;
kern = Device.GetDevice().env.Context.CompileKernelFromSource(SourceCode, Name, "-cl-unsafe-math-optimizations");
}
#endif
if (PendingExecution.IsValid())
{
Device.GetDevice().HandleEvent();
}
if (val == null)
{
return(this);
}
if (reset)
{
chain = kern.SetKernelArg((IMem)val.buf);
reset = false;
}
else
{
chain = chain.SetKernelArg((IMem)val.buf);
}
return(this);
}
public Kernel SetArgument <T>(T val) where T : struct, IComparable
{
#if DELAY_COMPILE
if (!Initialized)
{
Initialized = true;
kern = Device.GetDevice().env.Context.CompileKernelFromSource(SourceCode, Name, "-cl-unsafe-math-optimizations");
}
#endif
if (PendingExecution.IsValid())
{
Device.GetDevice().HandleEvent();
}
if (reset)
{
chain = kern.SetKernelArg(val);
reset = false;
}
else
{
chain = chain.SetKernelArg(val);
}
return(this);
}
public float [] MathFunctionsSingleTest(int[] input)
{
if (input.Length == 0)
{
return(new float[0]);
}
var source =
@"#pragma OPENCL EXTENSION cl_khr_fp64 : enable
__kernel void kernelCode(__global int* ___input___, __global float* ___result___)
{
int n0;
float ___final___10;
int ___flag___11;
int ___id___ = get_global_id(0);
n0 = ___input___[___id___];
float pi = 3.14159274f;
float c = cos(((float) n0));
float s = sin(((float) n0));
float f = floor(pi);
float sq = sqrt(((float) (n0 * n0)));
float ex = exp(pi);
float p = powr(pi, 2.0f);
float a = fabs(c);
float l = log(((float) n0));
___final___10 = ((((((((f * pi) * c) * s) * sq) * ex) * p) * a) * l);
___result___[___id___] = ___final___10;
}
";
var output = new float[input.Length];
ErrorCode error;
var a = Cl.CreateBuffer(env.Context, MemFlags.ReadOnly | MemFlags.None | MemFlags.UseHostPtr, (IntPtr)(input.Length * sizeof(int)), input, out error);
var b = Cl.CreateBuffer(env.Context, MemFlags.WriteOnly | MemFlags.None | MemFlags.UseHostPtr, (IntPtr)(input.Length * sizeof(float)), output, out error);
var max = Cl.GetDeviceInfo(env.Devices[0], DeviceInfo.MaxWorkGroupSize, out error).CastTo <uint>();
OpenCL.Net.Program program = Cl.CreateProgramWithSource(env.Context, 1u, new string[] { source }, null, out error);
error = Cl.BuildProgram(program, (uint)env.Devices.Length, env.Devices, " -cl-fast-relaxed-math -cl-mad-enable ", null, IntPtr.Zero);
OpenCL.Net.Kernel kernel = Cl.CreateKernel(program, "kernelCode", out error);
error = Cl.SetKernelArg(kernel, 0, a);
error = Cl.SetKernelArg(kernel, 1, b);
Event eventID;
error = Cl.EnqueueNDRangeKernel(env.CommandQueues[0], kernel, (uint)1, null, new IntPtr[] { (IntPtr)input.Length }, new IntPtr[] { (IntPtr)1 }, (uint)0, null, out eventID);
env.CommandQueues[0].ReadFromBuffer(b, output);
a.Dispose();
b.Dispose();
//env.Dispose();
return(output);
}
public void SquareArray(float[] array)
{
Cl.ErrorCode error;
//Create the required kernel (entry function)
Cl.Kernel kernel = Cl.Cl.CreateKernel(_program, "square_array", out error);
CheckErr(error, "Cl.CreateKernel");
int intPtrSize = 0;
intPtrSize = Marshal.SizeOf(typeof(IntPtr));
var arrayBuffer = Cl.Cl.CreateBuffer <float>(_context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadWrite, array, out error);
CheckErr(error, "Cl.CreateBuffer plaintext_bytes");
//Pass the memory buffers to our kernel function
error = Cl.Cl.SetKernelArg(kernel, 0, (IntPtr)intPtrSize, arrayBuffer);
CheckErr(error, "Cl.SetKernelArg");
//Create a command queue, where all of the commands for execution will be added
Cl.CommandQueue cmdQueue = Cl.Cl.CreateCommandQueue(_context, _device, (Cl.CommandQueueProperties) 0, out error);
CheckErr(error, "Cl.CreateCommandQueue");
Cl.Event clevent;
IntPtr[] workGroupSizePtr = new IntPtr[] { (IntPtr)array.Length };
//Execute our kernel (OpenCL code)
error = Cl.Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, workGroupSizePtr, null, 0, null, out clevent);
CheckErr(error, "Cl.EnqueueNDRangeKernel");
//Wait for completion of all calculations on the GPU.
error = Cl.Cl.Finish(cmdQueue);
CheckErr(error, "Cl.Finish");
// Read the buffer from memory
error = Cl.Cl.EnqueueReadBuffer(cmdQueue, arrayBuffer, Cl.Bool.True, array, 0, null, out clevent);
CheckErr(error, "Cl.EnqueueReadBuffer");
//Clean up memory
Cl.Cl.ReleaseKernel(kernel);
Cl.Cl.ReleaseCommandQueue(cmdQueue);
Cl.Cl.ReleaseMemObject(arrayBuffer);
}
private void init(string oclProgramSourcePath)
{
string kernelSource = File.ReadAllText(oclProgramSourcePath);
string[] kernelNames = new string[] { "accumulate", "quickBlurImgH", "quickBlurImgV", "upsizeImg", "halfSizeImgH", "halfSizeImgV", "getLumaImg", "mapToGreyscaleBmp", "getContrastImg", "capHolesImg", "maxReduceImgH", "maxReduceImgV", "mapToFauxColorsBmp", "quickSpikesFilterImg", "convolveImg" };
bool gpu = true;
//err = clGetDeviceIDs(NULL, gpu ? CL_DEVICE_TYPE_GPU : CL_DEVICE_TYPE_CPU, 1, &device_id, NULL);
// NVidia driver doesn't seem to support a NULL first param (properties)
// http://stackoverflow.com/questions/19140989/how-to-remove-cl-invalid-platform-error-in-opencl-code
// now get all the platform IDs
Platform[] platforms = Cl.GetPlatformIDs(out err);
assert(err, "Error: Failed to get platform ids!");
InfoBuffer deviceInfo = Cl.GetPlatformInfo(platforms[0], PlatformInfo.Name, out err);
assert(err, "error retrieving platform name");
Console.WriteLine("Platform name: {0}\n", deviceInfo.ToString());
// Arbitrary, should be configurable
Device[] devices = Cl.GetDeviceIDs(platforms[0], gpu ? DeviceType.Gpu : DeviceType.Cpu, out err);
assert(err, "Error: Failed to create a device group!");
_device = devices[0]; // Arbitrary, should be configurable
deviceInfo = Cl.GetDeviceInfo(_device, DeviceInfo.Name, out err);
assert(err, "error retrieving device name");
Debug.WriteLine("Device name: {0}", deviceInfo.ToString());
deviceInfo = Cl.GetDeviceInfo(_device, DeviceInfo.ImageSupport, out err);
assert(err, "error retrieving device image capability");
Debug.WriteLine("Device supports img: {0}", (deviceInfo.CastTo <Bool>() == Bool.True));
// Create a compute context
//
_context = Cl.CreateContext(null, 1, new[] { _device }, ContextNotify, IntPtr.Zero, out err);
assert(err, "Error: Failed to create a compute context!");
// Create the compute program from the source buffer
//
_program = Cl.CreateProgramWithSource(_context, 1, new[] { kernelSource }, new[] { (IntPtr)kernelSource.Length }, out err);
assert(err, "Error: Failed to create compute program!");
// Build the program executable
//
err = Cl.BuildProgram(_program, 1, new[] { _device }, string.Empty, null, IntPtr.Zero);
assert(err, "Error: Failed to build program executable!");
InfoBuffer buffer = Cl.GetProgramBuildInfo(_program, _device, ProgramBuildInfo.Log, out err);
Debug.WriteLine("build success: {0}", buffer.CastTo <BuildStatus>() == BuildStatus.Success);
foreach (string kernelName in kernelNames)
{
// Create the compute kernel in the program we wish to run
//
OpenCL.Net.Kernel kernel = Cl.CreateKernel(_program, kernelName, out err);
assert(err, "Error: Failed to create compute kernel!");
_kernels.Add(kernelName, kernel);
}
// Create a command queue
//
_commandsQueue = Cl.CreateCommandQueue(_context, _device, CommandQueueProperties.None, out err);
assert(err, "Error: Failed to create a command commands!");
}
private void CrackImpl(byte[] plaintext_bytes, byte[] plaintext_lengths, byte[] target, out byte[] match)
{
Cl.ErrorCode error;
match = null;
//Create the required kernel (entry function)
Cl.Kernel kernel = Cl.Cl.CreateKernel(program, "md5", out error);
CheckErr(error, "Cl.CreateKernel");
int intPtrSize = 0;
intPtrSize = Marshal.SizeOf(typeof(IntPtr));
var plaintextBytesBuffer = Cl.Cl.CreateBuffer(_context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly, (IntPtr)plaintext_bytes.Length, plaintext_bytes, out error);
CheckErr(error, "Cl.CreateBuffer plaintext_bytes");
var plaintextLengthsBuffer = Cl.Cl.CreateBuffer(_context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly, (IntPtr)plaintext_lengths.Length, plaintext_lengths, out error);
CheckErr(error, "Cl.CreateBuffer plaintext_lengths");
var targetBuffer = Cl.Cl.CreateBuffer(_context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly, (IntPtr)KEY_LENGTH, target, out error);
CheckErr(error, "Cl.CreateBuffer target");
match = new byte[KEY_LENGTH];
var matchBuffer = Cl.Cl.CreateBuffer <byte>(_context, Cl.MemFlags.WriteOnly | Cl.MemFlags.CopyHostPtr, match, out error);
CheckErr(error, "Cl.CreateBuffer match");
//Pass the memory buffers to our kernel function
error = Cl.Cl.SetKernelArg(kernel, 0, (IntPtr)intPtrSize, plaintextBytesBuffer);
error |= Cl.Cl.SetKernelArg(kernel, 1, (IntPtr)intPtrSize, plaintextLengthsBuffer);
error |= Cl.Cl.SetKernelArg(kernel, 2, (IntPtr)intPtrSize, targetBuffer);
error |= Cl.Cl.SetKernelArg(kernel, 3, (IntPtr)intPtrSize, matchBuffer);
CheckErr(error, "Cl.SetKernelArg");
//Create a command queue, where all of the commands for execution will be added
Cl.CommandQueue cmdQueue = Cl.Cl.CreateCommandQueue(_context, _device, (Cl.CommandQueueProperties) 0, out error);
CheckErr(error, "Cl.CreateCommandQueue");
Cl.Event clevent;
IntPtr[] workGroupSizePtr = new IntPtr[] { (IntPtr)(plaintext_bytes.Length / KEY_LENGTH) };
//Execute our kernel (OpenCL code)
error = Cl.Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, workGroupSizePtr, null, 0, null, out clevent);
CheckErr(error, "Cl.EnqueueNDRangeKernel");
//Wait for completion of all calculations on the GPU.
error = Cl.Cl.Finish(cmdQueue);
CheckErr(error, "Cl.Finish");
error = Cl.Cl.EnqueueReadBuffer(cmdQueue, matchBuffer, Cl.Bool.True, match, 0, null, out clevent);
CheckErr(error, "Cl.EnqueueReadBuffer");
//Clean up memory
Cl.Cl.ReleaseKernel(kernel);
Cl.Cl.ReleaseCommandQueue(cmdQueue);
Cl.Cl.ReleaseMemObject(plaintextBytesBuffer);
Cl.Cl.ReleaseMemObject(plaintextLengthsBuffer);
Cl.Cl.ReleaseMemObject(targetBuffer);
Cl.Cl.ReleaseMemObject(matchBuffer);
}
public void initialize(ComputeContext computeContext, int kernelPositionsLength, Misc.Vector2<int> inputMapSize)
{
ErrorCode errorCode;
OpenCL.Net.Event eventWriteBufferCompletedKernel;
this.kernelPositionsLength = kernelPositionsLength;
kernelResults = new float[kernelPositionsLength];
bufferForPositions = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, 2 * kernelPositionsLength, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForInputMap = Cl.CreateBuffer<float>(computeContext.context, MemFlags.AllocHostPtr, (int)(inputMapSize.x * inputMapSize.y), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
OpenCL.Net.IMem<float> bufferForKernel = Cl.CreateBuffer<float>(computeContext.context, MemFlags.AllocHostPtr, (kernelWidth * kernelWidth), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForKernelResults = Cl.CreateBuffer<float>(computeContext.context, MemFlags.AllocHostPtr, kernelPositionsLength, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.EnqueueWriteBuffer<float>(computeContext.commandQueue, bufferForKernel, OpenCL.Net.Bool.True, this.kernelArray, 0, null, out eventWriteBufferCompletedKernel);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
program = Cl.CreateProgramWithSource(computeContext.context, 1, new[] { getProgramSource(inputMapSize.x, kernelPositionsLength) }, null, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.BuildProgram(program, 1, new[] { computeContext.chosenDevice }, "", null, IntPtr.Zero);
if (errorCode != ErrorCode.Success)
{
OpenCL.Net.InfoBuffer logInfoBuffer = Cl.GetProgramBuildInfo(program, computeContext.chosenDevice, ProgramBuildInfo.Log, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
throw new ComputeContext.OpenClError();
}
kernel = Cl.CreateKernel(program, "kernel0", out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<float>(kernel, 0, bufferForInputMap);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<float>(kernel, 1, bufferForKernel);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<int>(kernel, 2, bufferForPositions);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<float>(kernel, 3, bufferForKernelResults);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
Cl.ReleaseEvent(eventWriteBufferCompletedKernel);
}
public void initialize(ComputeContext computeContext, Misc.Vector2<int> inputMapSize)
{
ErrorCode errorCode;
bufferForCounterMap = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, (int)(inputMapSize.x * inputMapSize.y), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForCounterOutputMap = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, (int)(inputMapSize.x * inputMapSize.y), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForChangeMade = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, 1, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
program = Cl.CreateProgramWithSource(computeContext.context, 1, new[] { getOpenClSource() }, null, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.BuildProgram(program, 1, new[] { computeContext.chosenDevice }, "", null, IntPtr.Zero);
if (errorCode != ErrorCode.Success)
{
OpenCL.Net.InfoBuffer logInfoBuffer = Cl.GetProgramBuildInfo(program, computeContext.chosenDevice, ProgramBuildInfo.Log, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
throw new ComputeContext.OpenClError();
}
kernelNarrow = Cl.CreateKernel(program, "narrow", out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelNarrow, 4, (IntPtr)4, inputMapSize.x);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelNarrow, 5, (IntPtr)4, inputMapSize.y);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
}
public void initialize(ComputeContext computeContext, int kernelRadius, Misc.Vector2<int> inputMapSize)
{
ErrorCode errorCode;
float[] kernelArray;
OpenCL.Net.Event eventWriteBufferCompletedKernel;
bufferForInputMap = Cl.CreateBuffer<float>(computeContext.context, MemFlags.AllocHostPtr, (int)(inputMapSize.x * inputMapSize.y), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForTemporary = Cl.CreateBuffer<float>(computeContext.context, MemFlags.AllocHostPtr, (int)(inputMapSize.x * inputMapSize.y), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForOutputMap = Cl.CreateBuffer<float>(computeContext.context, MemFlags.AllocHostPtr, (int)(inputMapSize.x * inputMapSize.y), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
kernelArray = calculateKernel(kernelRadius);
bufferForKernelArray = Cl.CreateBuffer<float>(computeContext.context, MemFlags.AllocHostPtr, kernelArray.Length, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
// copy kernel into buffer
errorCode = Cl.EnqueueWriteBuffer<float>(computeContext.commandQueue, bufferForKernelArray, OpenCL.Net.Bool.True, kernelArray, 0, null, out eventWriteBufferCompletedKernel);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
string programLocation = Assembly.GetEntryAssembly().Location;
string pathToLoad = Path.Combine(Path.GetDirectoryName(programLocation), "..\\..\\", "ComputationBackend\\OpenCl\\src\\Blur.cl");
string openClSource = File.ReadAllText(pathToLoad);
program = Cl.CreateProgramWithSource(computeContext.context, 1, new[] { openClSource }, null, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.BuildProgram(program, 1, new[] { computeContext.chosenDevice }, "", null, IntPtr.Zero);
if (errorCode != ErrorCode.Success)
{
OpenCL.Net.InfoBuffer logInfoBuffer = Cl.GetProgramBuildInfo(program, computeContext.chosenDevice, ProgramBuildInfo.Log, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
throw new ComputeContext.OpenClError();
}
kernelBlurX = Cl.CreateKernel(program, "blurX", out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
//errorCode = Cl.SetKernelArg<float>(kernelBlurX, 0, bufferForInputMap);
//ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<float>(kernelBlurX, 1, bufferForKernelArray);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
//errorCode = Cl.SetKernelArg<float>(kernelBlurX, 2, bufferForTemporary);
//ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelBlurX, 3, (IntPtr)4, kernelRadius);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelBlurX, 4, (IntPtr)4, inputMapSize.x);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
kernelBlurY = Cl.CreateKernel(program, "blurY", out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
//errorCode = Cl.SetKernelArg<float>(kernelBlurY, 0, bufferForTemporary);
//ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<float>(kernelBlurY, 1, bufferForKernelArray);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
//errorCode = Cl.SetKernelArg<float>(kernelBlurY, 2, bufferForOutputMap);
//ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelBlurY, 3, (IntPtr)4, kernelRadius);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelBlurY, 4, (IntPtr)4, inputMapSize.x);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelBlurY, 5, (IntPtr)4, inputMapSize.y);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
Cl.ReleaseEvent(eventWriteBufferCompletedKernel);
}
public static ErrorCode SetKernelArg(Kernel kernel, uint argIndex, sbyte value)
{
return(SetKernelArg(kernel, argIndex, sizeof(sbyte), value));
}
public static ErrorCode SetKernelArg(Kernel kernel, uint argIndex, ulong value)
{
return(SetKernelArg(kernel, argIndex, sizeof(ulong), value));
}
public static ErrorCode SetKernelArg(Kernel kernel, uint argIndex, Mem value)
{
return(SetKernelArg(kernel, argIndex, IntPtr.Size, value));
}
public static InfoBuffer GetKernelWorkGroupInfo(Kernel kernel, Device device, KernelWorkGroupInfo paramName, out ErrorCode error)
{
return(GetInfo(GetKernelWorkGroupInfo, kernel, device, paramName, out error));
}
public static InfoBuffer GetKernelInfo(Kernel kernel, KernelInfo paramName, out ErrorCode error)
{
return(GetInfo(GetKernelInfo, kernel, paramName, out error));
}
public int[] ClosestPoints(double[,] source_points, double[,] target_points)
{
System.Diagnostics.Trace.Assert(source_points.GetLength(1) == target_points.GetLength(1));
int[] ans = new int[source_points.GetLength(0)];
CL.ErrorCode error;
byte[] source_points_byte_array = new byte[Marshal.SizeOf(typeof(double)) * source_points.Length];
byte[] target_points_byte_array = new byte[Marshal.SizeOf(typeof(double)) * target_points.Length];
byte[] dims_byte_array = new byte[Marshal.SizeOf(typeof(int)) * 3];
byte[] output_byte_array = new byte[Marshal.SizeOf(typeof(int)) * ans.Length];
int[] dims = new[] { source_points.GetLength(1), source_points.GetLength(0), target_points.GetLength(0) };
MyCL.memcpy(ref source_points, ref source_points_byte_array);
MyCL.memcpy(ref target_points, ref target_points_byte_array);
MyCL.memcpy(ref dims, ref dims_byte_array);
lock (cl_lock)
{
if (!program_initialized)
{
program_initialized = true;
string programPath = Path.Combine(Environment.CurrentDirectory, "../../ClosestPoints.cl");
if (!File.Exists(programPath))
{
throw new Exception("Program doesn't exist at path " + programPath);
}
string programSource = System.IO.File.ReadAllText(programPath);
program = CL.Cl.CreateProgramWithSource(MyCL.context, 1, new[] { programSource }, null, out error);
MyCL.CheckErr(error, "Cl.CreateProgramWithSource");
error = CL.Cl.BuildProgram(program, 1, new[] { MyCL.device }, string.Empty, null, IntPtr.Zero);
MyCL.CheckErr(error, "Cl.BuildProgram");
if (CL.Cl.GetProgramBuildInfo(program, MyCL.device, CL.ProgramBuildInfo.Status, out error).CastTo <CL.BuildStatus>() != CL.BuildStatus.Success)
{
MyCL.CheckErr(error, "Cl.GetProgramBuildInfo");
throw new Exception($"Cl.GetProgramBuildInfo != Success\r\n{CL.Cl.GetProgramBuildInfo(program, MyCL.device, CL.ProgramBuildInfo.Log, out error)}");
}
}
using (CL.Kernel kernel = CL.Cl.CreateKernel(program, "weighted_sum", out error))
{
MyCL.CheckErr(error, "Cl.CreateKernel");
//OpenCL memory buffer that will keep our image's byte[] data.
using (CL.IMem
source_points_buffer = CL.Cl.CreateBuffer(MyCL.context, CL.MemFlags.CopyHostPtr | CL.MemFlags.ReadOnly, source_points_byte_array, out CL.ErrorCode err1),
target_points_buffer = CL.Cl.CreateBuffer(MyCL.context, CL.MemFlags.CopyHostPtr | CL.MemFlags.ReadOnly, target_points_byte_array, out CL.ErrorCode err2),
dims_buffer = CL.Cl.CreateBuffer(MyCL.context, CL.MemFlags.CopyHostPtr | CL.MemFlags.ReadOnly, dims_byte_array, out CL.ErrorCode err3),
output_buffer = CL.Cl.CreateBuffer(MyCL.context, CL.MemFlags.CopyHostPtr | CL.MemFlags.WriteOnly, output_byte_array, out CL.ErrorCode err4))
{
MyCL.CheckErr(err1, "Cl.CreateBuffer source_points");
MyCL.CheckErr(err2, "Cl.CreateBuffer target_points");
MyCL.CheckErr(err3, "Cl.CreateBuffer dims");
MyCL.CheckErr(err4, "Cl.CreateBuffer output");
int intPtrSize = Marshal.SizeOf(typeof(IntPtr));
error =
CL.Cl.SetKernelArg(kernel, 0, (IntPtr)intPtrSize, source_points_buffer) |
CL.Cl.SetKernelArg(kernel, 1, (IntPtr)intPtrSize, target_points_buffer) |
CL.Cl.SetKernelArg(kernel, 2, (IntPtr)intPtrSize, dims_buffer) |
CL.Cl.SetKernelArg(kernel, 3, (IntPtr)intPtrSize, output_buffer);
MyCL.CheckErr(error, "Cl.SetKernelArg");
//Create a command queue, where all of the commands for execution will be added
using (CL.CommandQueue cmdQueue = CL.Cl.CreateCommandQueue(MyCL.context, MyCL.device, (CL.CommandQueueProperties) 0, out error))
{
MyCL.CheckErr(error, "Cl.CreateCommandQueue");
CL.Event clevent;
IntPtr[] workGroupSizePtr = new IntPtr[] { (IntPtr)source_points.GetLength(0) };
error = CL.Cl.EnqueueNDRangeKernel(
cmdQueue,
kernel,
1,
null,//not used
workGroupSizePtr, null, 0, null, out clevent);
CL.Cl.ReleaseEvent(clevent);
MyCL.CheckErr(error, "Cl.EnqueueNDRangeKernel");
error = CL.Cl.Finish(cmdQueue);
MyCL.CheckErr(error, "Cl.Finish");
error = CL.Cl.EnqueueReadBuffer(cmdQueue, output_buffer, CL.Bool.True, 0, Marshal.SizeOf(typeof(byte)) * output_byte_array.Length, output_byte_array, 0, null, out clevent);
CL.Cl.ReleaseEvent(clevent);
MyCL.CheckErr(error, "Cl.EnqueueReadBuffer");
MyCL.memcpy(ref output_byte_array, ref ans);
//CL.Cl.ReleaseCommandQueue(cmdQueue);
}
//CL.Cl.ReleaseMemObject(data_buffer);
//CL.Cl.ReleaseMemObject(offsets_x_buffer);
//CL.Cl.ReleaseMemObject(offsets_y_buffer);
//CL.Cl.ReleaseMemObject(weights_buffer);
//CL.Cl.ReleaseMemObject(dims_buffer);
//CL.Cl.ReleaseMemObject(output_buffer);
}
//CL.Cl.ReleaseKernel(kernel);
}
}
return(ans);
}
public void initialize(ComputeContext computeContext, int searchRadius, Misc.Vector2<int> inputMapSize)
{
List<Vector2<int>> relativePositions;
ErrorCode errorCode;
int[] relativePositionsArray;
OpenCL.Net.Event eventWriteBufferForRelativePositions;
relativePositions = calculateRelativePositionsForRadius(searchRadius);
numberOfAllocatedInputAndOutputPositions = 50000;
bufferForInputMap = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, (int)(inputMapSize.x * inputMapSize.y), out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForRelativePositions = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, relativePositions.Count * 2, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
relativePositionsArray = convertRelativePositionsToArray(relativePositions);
// copy relative positions into buffer
errorCode = Cl.EnqueueWriteBuffer<int>(computeContext.commandQueue, bufferForRelativePositions, OpenCL.Net.Bool.True, relativePositionsArray, 0, new Event[] { }, out eventWriteBufferForRelativePositions);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForInputPositions = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, numberOfAllocatedInputAndOutputPositions * 2, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForOutputPositions = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, numberOfAllocatedInputAndOutputPositions * 2, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
bufferForFoundNewPosition = Cl.CreateBuffer<int>(computeContext.context, MemFlags.AllocHostPtr, numberOfAllocatedInputAndOutputPositions, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
program = Cl.CreateProgramWithSource(computeContext.context, 1, new[] { getOpenClSource() }, null, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.BuildProgram(program, 1, new[] { computeContext.chosenDevice }, "", null, IntPtr.Zero);
if (errorCode != ErrorCode.Success)
{
OpenCL.Net.InfoBuffer logInfoBuffer = Cl.GetProgramBuildInfo(program, computeContext.chosenDevice, ProgramBuildInfo.Log, out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
throw new ComputeContext.OpenClError();
}
kernelNearestPoint = Cl.CreateKernel(program, "findNearestPoint", out errorCode);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<int>(kernelNearestPoint, 0, bufferForInputMap);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<int>(kernelNearestPoint, 1, bufferForRelativePositions);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<int>(kernelNearestPoint, 2, bufferForInputPositions);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<int>(kernelNearestPoint, 3, bufferForOutputPositions);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg<int>(kernelNearestPoint, 4, bufferForFoundNewPosition);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelNearestPoint, 5, (IntPtr)4, relativePositions.Count); // number of relative positions
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelNearestPoint, 6, (IntPtr)4, inputMapSize.x);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
errorCode = Cl.SetKernelArg(kernelNearestPoint, 7, (IntPtr)4, inputMapSize.y);
ComputeContext.throwErrorIfNotSuccessfull(errorCode, "");
Cl.ReleaseEvent(eventWriteBufferForRelativePositions);
}
public void Process(int[] inputArray, int inputImgWidth, int inputImgHeight, double threshold, out int[] outputArray)
{
Cl.ErrorCode error;
outputArray = null;
//Create the required kernel (entry function)
Cl.Kernel kernel = Cl.Cl.CreateKernel(program, "sobelEdgeDetect", out error);
CheckErr(error, "Cl.CreateKernel");
int intPtrSize = 0;
intPtrSize = Marshal.SizeOf(typeof(IntPtr));
//OpenCL memory buffer that will keep our image's byte[] data.
Cl.IMem inputImage2DBuffer;
Cl.ImageFormat clImageFormat = new Cl.ImageFormat(Cl.ChannelOrder.RGBA, Cl.ChannelType.Unsigned_Int8);
//Copy the raw bitmap data to an unmanaged byte[] array
//inputByteArray = new byte[inputImgBytesSize];
//Marshal.Copy(bitmapData.Scan0, inputByteArray, 0, inputImgBytesSize);
//Allocate OpenCL image memory buffer
inputImage2DBuffer = Cl.Cl.CreateImage2D(_context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly, clImageFormat,
(IntPtr)inputImgWidth, (IntPtr)inputImgHeight,
(IntPtr)0, inputArray, out error);
CheckErr(error, "Cl.CreateImage2D input");
//Unmanaged output image's raw RGBA byte[] array
outputArray = new int[inputArray.Length];
//Allocate OpenCL image memory buffer
Cl.IMem outputImage2DBuffer = Cl.Cl.CreateImage2D(_context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.WriteOnly, clImageFormat, (IntPtr)inputImgWidth,
(IntPtr)inputImgHeight, (IntPtr)0, outputArray, out error);
CheckErr(error, "Cl.CreateImage2D output");
//Pass the memory buffers to our kernel function
error = Cl.Cl.SetKernelArg(kernel, 0, (IntPtr)intPtrSize, inputImage2DBuffer);
error |= Cl.Cl.SetKernelArg(kernel, 1, (IntPtr)intPtrSize, outputImage2DBuffer);
error |= Cl.Cl.SetKernelArg(kernel, 2, (float)threshold / 250.0f);
CheckErr(error, "Cl.SetKernelArg");
//Create a command queue, where all of the commands for execution will be added
Cl.CommandQueue cmdQueue = Cl.Cl.CreateCommandQueue(_context, _device, (Cl.CommandQueueProperties) 0, out error);
CheckErr(error, "Cl.CreateCommandQueue");
Cl.Event clevent;
//Copy input image from the host to the GPU.
IntPtr[] originPtr = new IntPtr[] { (IntPtr)0, (IntPtr)0, (IntPtr)0 }; //x, y, z
IntPtr[] regionPtr = new IntPtr[] { (IntPtr)inputImgWidth, (IntPtr)inputImgHeight, (IntPtr)1 }; //x, y, z
IntPtr[] workGroupSizePtr = new IntPtr[] { (IntPtr)inputImgWidth, (IntPtr)inputImgHeight, (IntPtr)1 };
error = Cl.Cl.EnqueueWriteImage(cmdQueue, inputImage2DBuffer, Cl.Bool.True,
originPtr, regionPtr, (IntPtr)0, (IntPtr)0, inputArray, 0, null, out clevent);
CheckErr(error, "Cl.EnqueueWriteImage");
//Execute our kernel (OpenCL code)
error = Cl.Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, workGroupSizePtr, null, 0, null, out clevent);
CheckErr(error, "Cl.EnqueueNDRangeKernel");
//Wait for completion of all calculations on the GPU.
error = Cl.Cl.Finish(cmdQueue);
CheckErr(error, "Cl.Finish");
//Read the processed image from GPU to raw RGBA data byte[] array
error = Cl.Cl.EnqueueReadImage(cmdQueue, outputImage2DBuffer, Cl.Bool.True, originPtr, regionPtr,
(IntPtr)0, (IntPtr)0, outputArray, 0, null, out clevent);
CheckErr(error, "Cl.clEnqueueReadImage");
//Clean up memory
Cl.Cl.ReleaseKernel(kernel);
Cl.Cl.ReleaseCommandQueue(cmdQueue);
Cl.Cl.ReleaseMemObject(inputImage2DBuffer);
Cl.Cl.ReleaseMemObject(outputImage2DBuffer);
}