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authorMichael Bien <[email protected]>2009-10-21 17:22:29 +0200
committerMichael Bien <[email protected]>2009-10-21 17:22:29 +0200
commit84cc0fddb4da1add636978afecf58df01fb3c35b (patch)
treeef6deb5b75e0fb3b5d4367937f84b1c039f1f0c7 /src/com
initial import of jocl-demos project.
added first demo: HelloJOCL.
Diffstat (limited to 'src/com')
-rw-r--r--src/com/mbien/opencl/demos/hellojocl/HelloJOCL.java97
-rw-r--r--src/com/mbien/opencl/demos/hellojocl/VectorAdd.cl12
2 files changed, 109 insertions, 0 deletions
diff --git a/src/com/mbien/opencl/demos/hellojocl/HelloJOCL.java b/src/com/mbien/opencl/demos/hellojocl/HelloJOCL.java
new file mode 100644
index 0000000..31cbdef
--- /dev/null
+++ b/src/com/mbien/opencl/demos/hellojocl/HelloJOCL.java
@@ -0,0 +1,97 @@
+package com.mbien.opencl.demos.hellojocl;
+
+import com.mbien.opencl.CL;
+import com.mbien.opencl.CLBuffer;
+import com.mbien.opencl.CLCommandQueue;
+import com.mbien.opencl.CLContext;
+import com.mbien.opencl.CLKernel;
+import com.mbien.opencl.CLProgram;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.Random;
+
+import static java.lang.System.*;
+import static com.sun.gluegen.runtime.BufferFactory.*;
+
+/**
+ * Hello Java OpenCL example. Adds all elements of buffer A to buffer B
+ * and stores the result in buffer C.<br/>
+ * Sample was inspired by the Nvidia VectorAdd example written in C/C++
+ * which is bundled in the Nvidia OpenCL SDK.
+ * @author Michael Bien
+ */
+public class HelloJOCL {
+
+ public static void main(String[] args) throws IOException {
+
+ int elementCount = 11444777; // Length of float arrays to process
+ int localWorkSize = 256; // set and log Global and Local work size dimensions
+ int globalWorkSize = roundUp(localWorkSize, elementCount); // rounded up to the nearest multiple of the localWorkSize
+
+ // set up
+ CLContext context = CLContext.create();
+
+ CLProgram program = context.createProgram(HelloJOCL.class.getResourceAsStream("VectorAdd.cl")).build();
+
+ CLBuffer clBufferA = context.createBuffer(CL.CL_MEM_READ_ONLY, globalWorkSize*SIZEOF_INT);
+ CLBuffer clBufferB = context.createBuffer(CL.CL_MEM_READ_ONLY, globalWorkSize*SIZEOF_INT);
+ CLBuffer clBufferC = context.createBuffer(CL.CL_MEM_WRITE_ONLY, globalWorkSize*SIZEOF_INT);
+
+ out.println("used device memory: "
+ + (clBufferA.buffer.capacity()+clBufferB.buffer.capacity()+clBufferC.buffer.capacity())/1000000 +"MB");
+
+ // fill read buffers with random numbers (just to have test data; seed is fixed -> results will not change between).
+ fillBuffer(clBufferA.buffer, 12345);
+ fillBuffer(clBufferB.buffer, 67890);
+
+ // get a reference to the kernel functon with the name 'VectorAdd' and map the buffers to its input parameters.
+ CLKernel kernel = program.getCLKernels().get("VectorAdd");
+ kernel.setArg(0, SIZEOF_LONG, clBufferA)
+ .setArg(1, SIZEOF_LONG, clBufferB)
+ .setArg(2, SIZEOF_LONG, clBufferC)
+ .setArg(3, SIZEOF_INT, elementCount);
+
+ // create command queue on first device.
+ CLCommandQueue queue = context.getCLDevices()[0].createCommandQueue();
+
+ // asynchronous write of data to GPU device, blocking read later to get the computed results back.
+ long time = nanoTime();
+ queue.putWriteBuffer(clBufferA, false)
+ .putWriteBuffer(clBufferB, false)
+ .putNDRangeKernel(kernel, 1, null, new long[]{ globalWorkSize }, new long[]{ localWorkSize })
+ .putReadBuffer(clBufferC, true);
+ time = nanoTime() - time;
+
+ // cleanup all resources associated with this context.
+ context.release();
+
+ // print first few elements of the resulting buffer to the console.
+ out.println("a+b=c results snapshot: ");
+ for(int i = 0; i < 10; i++)
+ out.print(clBufferC.buffer.getInt() + ", ");
+ out.println("...; " + clBufferC.buffer.remaining()/SIZEOF_INT + " more");
+
+ System.out.println("computation took: "+(time/1000000)+"ms");
+
+ }
+
+ public static final void fillBuffer(ByteBuffer buffer, int seed) {
+
+ Random rnd = new Random(seed);
+
+ while(buffer.remaining() != 0)
+ buffer.putInt(rnd.nextInt());
+
+ buffer.rewind();
+ }
+
+ public static final int roundUp(int groupSize, int globalSize) {
+ int r = globalSize % groupSize;
+ if (r == 0) {
+ return globalSize;
+ } else {
+ return globalSize + groupSize - r;
+ }
+ }
+
+}
diff --git a/src/com/mbien/opencl/demos/hellojocl/VectorAdd.cl b/src/com/mbien/opencl/demos/hellojocl/VectorAdd.cl
new file mode 100644
index 0000000..b53fc41
--- /dev/null
+++ b/src/com/mbien/opencl/demos/hellojocl/VectorAdd.cl
@@ -0,0 +1,12 @@
+
+ // OpenCL Kernel Function for element by element vector addition
+ __kernel void VectorAdd(__global const int* a, __global const int* b, __global int* c, int iNumElements) {
+ // get index into global data array
+ int iGID = get_global_id(0);
+ // bound check (equivalent to the limit on a 'for' loop for standard/serial C code
+ if (iGID >= iNumElements) {
+ return;
+ }
+ // add the vector elements
+ c[iGID] = a[iGID] + b[iGID];
+ }