/// <summary>Compiles code and initializes kernel for this svm stance</summary>
private void CLSVMInit()
{
if (CLResource == null)
{
CLResource = new int[0];
}
lock (CLResource)
{
if (CLCalc.CLAcceleration == CLCalc.CLAccelerationType.Unknown)
{
CLCalc.InitCL();
}
if (CLCalc.CLAcceleration == CLCalc.CLAccelerationType.UsingCL)
{
if (kernelComputeKernelRBF == null)
{
CLSVMSrc s = new CLSVMSrc();
CLCalc.Program.Compile(new string[] { s.srcKernels, s.srcFindMaxMinErr, s.srcMultClass });
//Kernel computation
kernelComputeKernelRBF = new CLCalc.Program.Kernel("ComputeKernelRBF");
kernelMaxErr = new CLCalc.Program.Kernel("maxErr");
kernelComputeMax = new CLCalc.Program.Kernel("computeMax");
kernelMinErr = new CLCalc.Program.Kernel("minErr");
kernelComputeMin = new CLCalc.Program.Kernel("computeMin");
kernelGetResp = new CLCalc.Program.Kernel("getResp");
//Update error
kernelUpdateErr = new CLCalc.Program.Kernel("UpdateErr");
//Multiple classification
kernelComputeMultiKernelRBF = new CLCalc.Program.Kernel("ComputeMultiKernelRBF");
kernelSumKernels = new CLCalc.Program.Kernel("SumKernels");
}
//Memory obbjects
//Find max/min
CLErrLen = new CLCalc.Program.Variable(new int[1]);
HostResp = new int[1];
CLResp = new CLCalc.Program.Variable(HostResp);
CLMaxMinErrs = new CLCalc.Program.Variable(new float[MAXMINWORKSIZE]);
CLMaxMinInds = new CLCalc.Program.Variable(new int[MAXMINWORKSIZE]);
//Update error
CLUpdtErrParams = new CLCalc.Program.Variable(new float[3]);
}
}
}
/// <summary>Compiles code and initializes kernel for this svm stance</summary>
private void CLSVMInit()
{
if (CLResource == null) CLResource = new int[0];
lock (CLResource)
{
if (CLCalc.CLAcceleration == CLCalc.CLAccelerationType.Unknown) CLCalc.InitCL();
if (CLCalc.CLAcceleration == CLCalc.CLAccelerationType.UsingCL)
{
if (kernelComputeKernelRBF == null)
{
CLSVMSrc s = new CLSVMSrc();
CLCalc.Program.Compile(new string[] { s.srcKernels, s.srcFindMaxMinErr, s.srcMultClass });
//Kernel computation
kernelComputeKernelRBF = new CLCalc.Program.Kernel("ComputeKernelRBF");
kernelMaxErr = new CLCalc.Program.Kernel("maxErr");
kernelComputeMax = new CLCalc.Program.Kernel("computeMax");
kernelMinErr = new CLCalc.Program.Kernel("minErr");
kernelComputeMin = new CLCalc.Program.Kernel("computeMin");
kernelGetResp = new CLCalc.Program.Kernel("getResp");
//Update error
kernelUpdateErr = new CLCalc.Program.Kernel("UpdateErr");
//Multiple classification
kernelComputeMultiKernelRBF = new CLCalc.Program.Kernel("ComputeMultiKernelRBF");
kernelSumKernels=new CLCalc.Program.Kernel("SumKernels");
}
//Memory obbjects
//Find max/min
CLErrLen = new CLCalc.Program.Variable(new int[1]);
HostResp = new int[1];
CLResp = new CLCalc.Program.Variable(HostResp);
CLMaxMinErrs = new CLCalc.Program.Variable(new float[MAXMINWORKSIZE]);
CLMaxMinInds = new CLCalc.Program.Variable(new int[MAXMINWORKSIZE]);
//Update error
CLUpdtErrParams = new CLCalc.Program.Variable(new float[3]);
}
}
}
