public void ExternalLoopBody(Cl.Program program)
{
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "ExternalLoopBody", out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
// allocate host vectors
int[] hres = { 0, 1, 2, 3, 4, 5 };
// allocate device vectors
Cl.Mem dres = Cl.CreateBuffer(context, Cl.MemFlags.ReadWrite | Cl.MemFlags.CopyHostPtr,
(IntPtr)(sizeof(int) * hres.Length), hres, out error);
clSafeCall(error);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, dres));
clSafeCall(Cl.SetKernelArg(kernel, 1, hres.Length));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)1 }, null, 0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dres, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(int) * hres.Length), hres, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Assert.AreEqual(new[] { 1, 4, 3, 6, 5, 8 }, hres);
}
public void SetUp()
{
device = (from platformid in Cl.GetPlatformIDs(out error)
from deviceid in Cl.GetDeviceIDs(platformid, Cl.DeviceType.Gpu, out error)
select deviceid).First();
context = Cl.CreateContext(null, 1, new[] { device }, null, IntPtr.Zero, out error);
dummy = Cl.CreateBuffer(context, Cl.MemFlags.ReadOnly, IntPtr.Zero, IntPtr.Zero, out error);
}
public void ArrayCompare(Cl.Program program)
{
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "ArrayCompare", out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
// allocate host vectors
bool[] res = { true, false, true, false };
// allocate device vectors
Cl.Mem dp1 = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly, (IntPtr)(sizeof(int)), IntPtr.Zero, out error);
clSafeCall(error);
Cl.Mem dp2 = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly, (IntPtr)(sizeof(int)), IntPtr.Zero, out error);
clSafeCall(error);
Cl.Mem dp3 = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly, (IntPtr)(sizeof(bool) * res.Length), IntPtr.Zero, out error);
clSafeCall(error);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, dp1));
clSafeCall(Cl.SetKernelArg(kernel, 1, dp2));
clSafeCall(Cl.SetKernelArg(kernel, 2, dp3));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)1 }, null, 0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dp3, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(bool) * res.Length), res, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Assert.AreEqual(new[] { false, true, false, true }, res);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, dummy));
clSafeCall(Cl.SetKernelArg(kernel, 1, dummy));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)1 }, null, 0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dp3, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(bool) * res.Length), res, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Assert.AreEqual(new[] { true, false, true, false }, res);
}
public void ArrayRefOut(Cl.Program program)
{
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "ArrayRefOut", out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
// allocate host vectors
int[] hp1 = { 1 };
int[] hp2 = { 2 };
// allocate device vectors
Cl.Mem dp1 = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadWrite,
(IntPtr)(sizeof(int) * hp1.Length), hp1, out error);
clSafeCall(error);
Cl.Mem dp2 = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadWrite,
(IntPtr)(sizeof(int) * hp2.Length), hp2, out error);
clSafeCall(error);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, dp1));
clSafeCall(Cl.SetKernelArg(kernel, 1, dp2));
clSafeCall(Cl.SetKernelArg(kernel, 2, dummy));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)1 }, null, 0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dp1, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(int) * hp1.Length), hp1, 0, null, out clevent));
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dp2, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(int) * hp1.Length), hp2, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Assert.AreEqual(5, hp1[0]);
Assert.AreEqual(4, hp2[0]);
}
public void PoissonJacobi()
{
if (!prepared)
{
Prepare(this.BuildIR().InlineIR());
prepared = true;
}
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "PoissonJacobi", out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
// initialize host memory
uint dimX = 162;
uint dimY = 122;
uint N = 15000;
float x0 = (float)(-0.25 * Math.PI);
float y0 = (float)(-0.25 * Math.PI);
float hx = 2.0f * Math.Abs(x0) / dimX;
float hy = 2.0f * Math.Abs(y0) / dimY;
float[] hData = new float[dimX * dimY];
uint stride = dimX;
//boundary values
for (uint i = 1; i < dimY - 1; i++)
{
uint y_idx = i * stride;
float y_val = y0 + i * hy;
hData[y_idx] = u(x0, y_val);
hData[y_idx + dimX - 1] = u(x0 + (dimX - 1) * hx, y_val);
}
for (uint j = 1; j < dimX - 1; j++)
{
float x_val = x0 + j * hx;
hData[j] = u(x_val, y0);
hData[j + (dimY - 1) * stride] = u(x_val, y0 + (dimY - 1) * hy);
}
// allocate device vectors
Cl.Mem input = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadWrite,
(IntPtr)(sizeof(float) * hData.Length), hData, out error);
clSafeCall(error);
Cl.Mem output = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadWrite,
(IntPtr)(sizeof(float) * hData.Length), hData, out error);
clSafeCall(error);
float a1 = 2 * hy / hx;
float a2 = 2 * hx / hy;
float a3 = a1;
float a4 = a2;
float a = a1 + a2 + a3 + a4;
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 2, (AREA_SIZE_Y + 2) * (AREA_SIZE_X + 2) * sizeof(float), null));
clSafeCall(Cl.SetKernelArg(kernel, 3, dimX));
clSafeCall(Cl.SetKernelArg(kernel, 4, dimY));
clSafeCall(Cl.SetKernelArg(kernel, 5, stride));
clSafeCall(Cl.SetKernelArg(kernel, 6, a1));
clSafeCall(Cl.SetKernelArg(kernel, 7, a2));
clSafeCall(Cl.SetKernelArg(kernel, 8, a3));
clSafeCall(Cl.SetKernelArg(kernel, 9, a4));
clSafeCall(Cl.SetKernelArg(kernel, 10, a));
clSafeCall(Cl.SetKernelArg(kernel, 11, hx));
clSafeCall(Cl.SetKernelArg(kernel, 12, hy));
clSafeCall(Cl.SetKernelArg(kernel, 13, x0));
clSafeCall(Cl.SetKernelArg(kernel, 14, y0));
IntPtr[] lo = { (IntPtr)16, (IntPtr)16 };
IntPtr[] gl = { (IntPtr)((dimX - 2 + AREA_SIZE_X - 1) / AREA_SIZE_X * 16),
(IntPtr)((dimY - 2 + AREA_SIZE_Y - 1) / AREA_SIZE_Y * 16) };
Cl.Mem curIn = input;
Cl.Mem curOut = output;
// execute kernel (and perform data transfering silently)
clSafeCall(Cl.SetKernelArg(kernel, 0, curIn));
clSafeCall(Cl.SetKernelArg(kernel, 1, curOut));
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, gl, lo, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
for (uint idx = 1; idx < N; idx++)
{
// swap buffers
Cl.Mem temp = curIn;
curIn = curOut;
curOut = temp;
// execute kernel
clSafeCall(Cl.SetKernelArg(kernel, 0, curIn));
clSafeCall(Cl.SetKernelArg(kernel, 1, curOut));
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, gl, lo, 0, null, out clevent));
}
clSafeCall(Cl.Finish(cmdQueue));
stopwatch.Stop();
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, curOut, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(float) * hData.Length), hData, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
float avgerr = 0, maxerr = 0;
for (uint i = 1; i < dimY - 1; i++)
{
for (uint j = 1; j < dimX - 1; j++)
{
float theory = u(x0 + j * hx, y0 + i * hy);
float err = Math.Abs(theory - hData[j + i * stride]) / Math.Abs(theory);
avgerr += err;
maxerr = Math.Max(maxerr, err);
}
}
avgerr /= dimX * dimY;
long elapsedTime = stopwatch.ElapsedMilliseconds;
double dataSizePerIteration = dimX * dimY * 2 * sizeof(float);
double dataSizeTotal = dataSizePerIteration * N;
double elapsedSeconds = elapsedTime * 0.001;
double gigabyteFactor = 1 << 30;
double bandwidth = dataSizeTotal / (gigabyteFactor * elapsedSeconds);
Console.WriteLine("avgerr = {0} maxerr = {1} elapsedTime = {2} ms bandwidth = {3} GB/s",
avgerr, maxerr, elapsedTime, bandwidth);
Assert.That(maxerr, Is.LessThanOrEqualTo(5E-2F));
Assert.That(avgerr, Is.LessThanOrEqualTo(1E-2F));
}
public void MatMul()
{
if (!prepared)
{
Prepare(this.BuildIR().InlineIR());
prepared = true;
}
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "MatMul", out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
// allocate host matrices
float[] A = new float[WA * HA];
float[] B = new float[WB * HB];
float[] C = new float[WC * HC];
// initialize host memory
Random rand = new Random();
for (int i = 0; i < A.Length; i++)
{
A[i] = (float)rand.Next() / short.MaxValue;
}
for (int i = 0; i < B.Length; i++)
{
B[i] = (float)rand.Next() / short.MaxValue;
}
// allocate device vectors
Cl.Mem hDeviceMemA = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly,
(IntPtr)(sizeof(float) * A.Length), A, out error);
clSafeCall(error);
Cl.Mem hDeviceMemB = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly,
(IntPtr)(sizeof(float) * B.Length), B, out error);
clSafeCall(error);
Cl.Mem hDeviceMemC = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly,
(IntPtr)(sizeof(float) * C.Length), IntPtr.Zero, out error);
clSafeCall(error);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, hDeviceMemA));
clSafeCall(Cl.SetKernelArg(kernel, 1, hDeviceMemB));
clSafeCall(Cl.SetKernelArg(kernel, 2, hDeviceMemC));
clSafeCall(Cl.SetKernelArg(kernel, 3, BLOCK_SIZE * BLOCK_SIZE * sizeof(float), null));
clSafeCall(Cl.SetKernelArg(kernel, 4, BLOCK_SIZE * BLOCK_SIZE * sizeof(float), null));
clSafeCall(Cl.SetKernelArg(kernel, 5, WA));
clSafeCall(Cl.SetKernelArg(kernel, 6, WB));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, new[] { (IntPtr)WC, (IntPtr)HC },
new[] { (IntPtr)BLOCK_SIZE, (IntPtr)BLOCK_SIZE }, 0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, hDeviceMemC, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(float) * C.Length), C, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
for (int i = 0; i < HA; ++i)
{
for (int j = 0; j < WB; ++j)
{
float sum = 0;
for (int k = 0; k < WA; ++k)
{
sum += A[i * WA + k] * B[k * WB + j];
}
float err = Math.Abs((sum - C[i * WB + j]) / sum);
Assert.That(err, Is.LessThanOrEqualTo(1E-3F));
}
}
}
public void VecAdd()
{
if (!prepared)
{
Prepare(this.BuildIR().InlineIR());
prepared = true;
}
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "VecAdd", out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
int length = 1 << 10;
// allocate host vectors
float[] A = new float[length];
float[] B = new float[length];
float[] C = new float[length];
// initialize host memory
Random rand = new Random();
for (int i = 0; i < length; i++)
{
A[i] = (float)rand.Next() / short.MaxValue;
B[i] = (float)rand.Next() / short.MaxValue;
}
// allocate device vectors
Cl.Mem hDeviceMemA = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly,
(IntPtr)(sizeof(float) * length), A, out error);
clSafeCall(error);
Cl.Mem hDeviceMemB = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly,
(IntPtr)(sizeof(float) * length), B, out error);
clSafeCall(error);
Cl.Mem hDeviceMemC = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly,
(IntPtr)(sizeof(float) * length), IntPtr.Zero, out error);
clSafeCall(error);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, hDeviceMemA));
clSafeCall(Cl.SetKernelArg(kernel, 1, hDeviceMemB));
clSafeCall(Cl.SetKernelArg(kernel, 2, hDeviceMemC));
clSafeCall(Cl.SetKernelArg(kernel, 3, length));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)length }, new[] { (IntPtr)256 },
0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, hDeviceMemC, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(float) * length), C, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
for (int i = 0; i < length; i++)
{
float sum = A[i] + B[i];
float err = Math.Abs((sum - C[i]) / sum);
Assert.That(err, Is.LessThanOrEqualTo(1E-3F));
}
}
public void BlockMutation()
{
AssemblyName assemblyName = new AssemblyName("UniGPUTestFixture");
AssemblyBuilder assemblyBuilder = AppDomain.CurrentDomain.DefineDynamicAssembly(assemblyName, AssemblyBuilderAccess.RunAndSave);
ModuleBuilder moduleBuilder = assemblyBuilder.DefineDynamicModule(assemblyName.Name, assemblyName.Name + ".dll");
TypeBuilder typeBuilder = moduleBuilder.DefineType("CILBBTypeMutation", TypeAttributes.Public);
MethodBuilder methodBuilder = typeBuilder.DefineMethod("TestCase", MethodAttributes.Public | MethodAttributes.Static,
typeof(void), new Type[] { typeof(int), typeof(int[]) });
methodBuilder.DefineParameter(1, ParameterAttributes.None, "arg");
methodBuilder.DefineParameter(2, ParameterAttributes.None, "addr");
ILGenerator il = methodBuilder.GetILGenerator();
LocalBuilder lb = il.DeclareLocal(typeof(float));
Label ZERO = il.DefineLabel();
Label LOOP = il.DefineLabel();
Label LOOP_FLT_MUTATOR = il.DefineLabel();
Label LOOP_INT_MUTATOR = il.DefineLabel();
il.Emit(OpCodes.Ldarg_1);
il.Emit(OpCodes.Ldc_I4_0);
il.Emit(OpCodes.Ldarg_0);
il.Emit(OpCodes.Ldarg_0);
il.Emit(OpCodes.Brfalse, ZERO);
il.MarkLabel(LOOP);
il.Emit(OpCodes.Conv_I2);
il.Emit(OpCodes.Starg, 0);
il.Emit(OpCodes.Ldarga, 0);
il.Emit(OpCodes.Dup);
il.Emit(OpCodes.Ldind_I4);
il.Emit(OpCodes.Dup);
il.Emit(OpCodes.Ldc_I4_2);
il.Emit(OpCodes.Rem);
il.Emit(OpCodes.Not);
il.Emit(OpCodes.Ldc_I4_1);
il.Emit(OpCodes.And);
il.Emit(OpCodes.Brtrue, LOOP_FLT_MUTATOR);
il.MarkLabel(LOOP_INT_MUTATOR);
il.Emit(OpCodes.Conv_I4);
il.Emit(OpCodes.Starg, 0);
il.Emit(OpCodes.Ldind_I4);
il.Emit(OpCodes.Ldarg_0);
il.Emit(OpCodes.Add);
il.Emit(OpCodes.Ldc_I4_2);
il.Emit(OpCodes.Div);
il.Emit(OpCodes.Ldc_I4_M1);
il.Emit(OpCodes.Neg);
il.Emit(OpCodes.Sub);
il.Emit(OpCodes.Dup);
il.Emit(OpCodes.Ldc_I4_1);
il.Emit(OpCodes.Bge, LOOP);
il.Emit(OpCodes.Br, ZERO);
il.MarkLabel(LOOP_FLT_MUTATOR);
il.Emit(OpCodes.Conv_R4);
il.Emit(OpCodes.Stloc_0);
il.Emit(OpCodes.Pop);
il.Emit(OpCodes.Ldloc_0);
il.Emit(OpCodes.Ldc_R4, 1.0f);
il.Emit(OpCodes.Sub);
il.Emit(OpCodes.Dup);
il.Emit(OpCodes.Ldc_R4, 1.0f);
il.Emit(OpCodes.Bge, LOOP);
il.Emit(OpCodes.Conv_I4);
il.MarkLabel(ZERO);
il.Emit(OpCodes.Ldc_I4_1);
il.Emit(OpCodes.Add);
il.Emit(OpCodes.Stelem_I4);
il.Emit(OpCodes.Ret);
MethodInfo method = typeBuilder.CreateType().GetMethod(methodBuilder.Name);
int[] res = { 0 };
method.Invoke(null, new object[] { 8, res });
//Assert.AreEqual(1, res[0]);
Cl.Program program = method.BuildIR().ToGPUClProgram(device, context);
clSafeCall(Cl.BuildProgram(program, 1, new[] { device }, string.Empty, null, IntPtr.Zero));
Assert.AreEqual(Cl.BuildStatus.Success, Cl.GetProgramBuildInfo(program, device, Cl.ProgramBuildInfo.Status, out error).
CastTo <Cl.BuildStatus>());
Cl.Kernel kernel = Cl.CreateKernel(program, "TestCase", out error);
clSafeCall(error);
Cl.Mem cl_res = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly, (IntPtr)sizeof(int), IntPtr.Zero, out error);
clSafeCall(error);
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, (Cl.CommandQueueProperties) 0, out error);
clSafeCall(error);
clSafeCall(Cl.SetKernelArg(kernel, 0, 8));
clSafeCall(Cl.SetKernelArg(kernel, 1, cl_res));
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)1 }, null, 0, null, out clevent));
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, cl_res, Cl.Bool.True, IntPtr.Zero, (IntPtr)sizeof(int), res, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
clSafeCall(Cl.ReleaseMemObject(cl_res));
program.Dispose();
Assert.AreEqual(1, res[0]);
}
public void SmallTypes(Cl.Program program)
{
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "SmallTypes", out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
// allocate host vectors
short[] hres1 = { 0 };
short[] hres2 = { 0 };
// allocate device vectors
Cl.Mem dres1 = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly,
(IntPtr)(sizeof(short) * hres1.Length), IntPtr.Zero, out error);
clSafeCall(error);
Cl.Mem dres2 = Cl.CreateBuffer(context, Cl.MemFlags.WriteOnly,
(IntPtr)(sizeof(short) * hres2.Length), IntPtr.Zero, out error);
clSafeCall(error);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, dres1));
clSafeCall(Cl.SetKernelArg(kernel, 1, dres2));
clSafeCall(Cl.SetKernelArg(kernel, 2, (byte)1));
clSafeCall(Cl.SetKernelArg(kernel, 3, (sbyte)-20));
clSafeCall(Cl.SetKernelArg(kernel, 4, (ushort)30));
clSafeCall(Cl.SetKernelArg(kernel, 5, (short)-4));
clSafeCall(Cl.SetKernelArg(kernel, 6, true));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)1 }, null, 0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dres1, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(short) * hres1.Length), hres1, 0, null, out clevent));
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dres2, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(short) * hres1.Length), hres2, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Assert.AreEqual(7, hres1[0]);
Assert.AreEqual(-7, hres2[0]);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 6, false));
// execute kernel
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 1, null, new[] { (IntPtr)1 }, null, 0, null, out clevent));
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dres1, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(short) * hres1.Length), hres1, 0, null, out clevent));
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dres2, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(short) * hres1.Length), hres2, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Assert.AreEqual(-7, hres1[0]);
Assert.AreEqual(7, hres2[0]);
}
private static long PoissonRBSOR(Cl.Device device, Cl.Context context, Cl.Program program, bool lmem,
float x0, float y0, float x1, float y1, int dimX, int dimY, int N, float omega,
string fileName = null, string options = "")
{
Cl.ErrorCode error;
Cl.Event clevent;
// build program
clSafeCall(Cl.BuildProgram(program, 1, new[] { device }, options, null, IntPtr.Zero));
Cl.BuildStatus status = Cl.GetProgramBuildInfo(program, device, Cl.ProgramBuildInfo.Status, out error).CastTo <Cl.BuildStatus>();
if (status != Cl.BuildStatus.Success)
{
throw new Exception(status.ToString());
}
// save binary
if (fileName != null)
{
Cl.InfoBuffer binarySizes = Cl.GetProgramInfo(program, Cl.ProgramInfo.BinarySizes, out error);
clSafeCall(error);
Cl.InfoBufferArray binaries = new Cl.InfoBufferArray(
binarySizes.CastToEnumerable <IntPtr>(Enumerable.Range(0, 1)).Select(sz => new Cl.InfoBuffer(sz)).ToArray());
IntPtr szRet;
clSafeCall(Cl.GetProgramInfo(program, Cl.ProgramInfo.Binaries, binaries.Size, binaries, out szRet));
byte[] binary = binaries[0].CastToArray <byte>(binarySizes.CastTo <IntPtr>(0).ToInt32());
File.WriteAllBytes(fileName, binary);
}
// create kernel
Cl.Kernel kernel = Cl.CreateKernel(program, "PoissonRBSOR" + (lmem ? "_LMem" : ""), out error);
clSafeCall(error);
// create command queue
Cl.CommandQueue cmdQueue = Cl.CreateCommandQueue(context, device, Cl.CommandQueueProperties.None, out error);
clSafeCall(error);
float hx = (x1 - x0) / dimX;
float hy = (y1 - y0) / dimY;
// boundary values
float[] hgrid = new float[dimX * dimY];
int gstride = dimX;
for (int i = 1; i < dimY - 1; i++)
{
int y_idx = i * gstride;
float y_val = y0 + i * hy;
hgrid[y_idx] = u(x0, y_val);
hgrid[y_idx + dimX - 1] = u(x0 + (dimX - 1) * hx, y_val);
}
for (int j = 1; j < dimX - 1; j++)
{
float x_val = x0 + j * hx;
hgrid[j] = u(x_val, y0);
hgrid[j + (dimY - 1) * gstride] = u(x_val, y0 + (dimY - 1) * hy);
}
// laplacian values
float[] hlaplacian = new float[(dimX - 2) * (dimY - 2)];
int lstride = dimX - 2;
for (int i = 1; i < dimY - 1; i++)
{
for (int j = 1; j < dimX - 1; j++)
{
hlaplacian[j - 1 + (i - 1) * lstride] = J(x0 + j * hx, y0 + i * hy);
}
}
// allocate device vectors
Cl.Mem dgrid = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadWrite,
(IntPtr)(sizeof(float) * hgrid.Length), hgrid, out error);
clSafeCall(error);
Cl.Mem dlaplacian = Cl.CreateBuffer(context, Cl.MemFlags.CopyHostPtr | Cl.MemFlags.ReadOnly,
(IntPtr)(sizeof(float) * hlaplacian.Length), hlaplacian, out error);
clSafeCall(error);
// setup kernel arguments
clSafeCall(Cl.SetKernelArg(kernel, 0, dgrid));
clSafeCall(Cl.SetKernelArg(kernel, 1, dlaplacian));
clSafeCall(Cl.SetKernelArg(kernel, 2, dimX));
clSafeCall(Cl.SetKernelArg(kernel, 3, dimY));
clSafeCall(Cl.SetKernelArg(kernel, 4, gstride));
clSafeCall(Cl.SetKernelArg(kernel, 5, lstride));
clSafeCall(Cl.SetKernelArg(kernel, 6, hx));
clSafeCall(Cl.SetKernelArg(kernel, 7, hy));
clSafeCall(Cl.SetKernelArg(kernel, 8, omega));
if (lmem)
{
clSafeCall(Cl.SetKernelArg(kernel, 10, (AREA_SIZE_Y + 2) * (AREA_SIZE_X + 2) * sizeof(float), null));
}
IntPtr[] lo = { (IntPtr)TILE_SIZE_X, (IntPtr)TILE_SIZE_Y };
IntPtr[] gl =
{
(IntPtr)((dimX - 2 + (lmem ? AREA_SIZE_X : TILE_SIZE_X) - 1) /
(lmem ? AREA_SIZE_X : TILE_SIZE_X) * TILE_SIZE_X),
(IntPtr)((dimY - 2 + (lmem ? AREA_SIZE_Y : TILE_SIZE_Y) - 1) /
(lmem ? AREA_SIZE_Y : TILE_SIZE_Y) * TILE_SIZE_Y)
};
// execute RED kernel
clSafeCall(Cl.SetKernelArg(kernel, 9, 1));
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, gl, lo, 0, null, out clevent));
// execute BLACK kernel
clSafeCall(Cl.SetKernelArg(kernel, 9, 0));
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, gl, lo, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
for (int idx = 1; idx < N; idx++)
{
// execute RED kernel
clSafeCall(Cl.SetKernelArg(kernel, 9, 1));
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, gl, lo, 0, null, out clevent));
// execute BLACK kernel
clSafeCall(Cl.SetKernelArg(kernel, 9, 0));
clSafeCall(Cl.EnqueueNDRangeKernel(cmdQueue, kernel, 2, null, gl, lo, 0, null, out clevent));
}
clSafeCall(Cl.Finish(cmdQueue));
stopwatch.Stop();
// copy results from device back to host
clSafeCall(Cl.EnqueueReadBuffer(cmdQueue, dgrid, Cl.Bool.True, IntPtr.Zero,
(IntPtr)(sizeof(float) * hgrid.Length), hgrid, 0, null, out clevent));
clSafeCall(Cl.Finish(cmdQueue));
cmdQueue.Dispose();
kernel.Dispose();
dgrid.Dispose();
float avgerr = 0, maxerr = 0;
for (int i = 1; i < dimY - 1; i++)
{
for (int j = 1; j < dimX - 1; j++)
{
float theory = u(x0 + j * hx, y0 + i * hy);
float err = Math.Abs(theory - hgrid[j + i * gstride]) / Math.Abs(theory);
avgerr += err;
maxerr = Math.Max(maxerr, err);
}
}
avgerr /= dimX * dimY;
long elapsedTime = stopwatch.ElapsedMilliseconds;
Console.WriteLine("average error = {0}%\nmaximal error = {1}%\nelapsed time: {2}ms\niterations per second: {3}",
avgerr * 100, maxerr * 100, elapsedTime, (double)N / (double)elapsedTime * 1000.0d);
return(elapsedTime);
}
