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[API] Extension of the prebuilt-API to load kernels from JAR files #505

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[API] Extension of the prebuilt-API to load kernels from JAR files #505

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84fb281
[API] Extension of the prebuilt-API to load kernels from JAR files
jjfumero Jul 25, 2024
04c88c1
Update tornado-api/src/main/java/uk/ac/manchester/tornado/api/TaskGra…
jjfumero Jul 25, 2024
7d42d51
Test added for prebuilt with JAR
jjfumero Jul 25, 2024
22c5b4c
Merge remote-tracking branch 'refs/remotes/personal/feat/api/jars' in…
jjfumero Jul 25, 2024
8eb70d9
Prebuilt from Jar files and SPIR-V backend supported
jjfumero Jul 25, 2024
6d2f9e3
javadoc prebuilt with JAR
jjfumero Jul 25, 2024
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13 changes: 11 additions & 2 deletions tornado-api/src/main/java/uk/ac/manchester/tornado/api/TaskGraph.java
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Expand Up @@ -645,6 +645,15 @@ public TaskGraph prebuiltTask(String id, String entryPoint, String filename, Acc
return this;
}

@Override
public TaskGraph prebuiltTask(String id, String entryPoint, Class<?> klass, String resource, AccessorParameters accessorParameters) {
checkTaskName(id);
PrebuiltTaskPackage prebuiltTask = TaskPackage.createPrebuiltTask(id, entryPoint, resource, accessorParameters);
prebuiltTask.withClass(klass);
taskGraphImpl.addPrebuiltTask(prebuiltTask);
return this;
}

/**
* Obtains the task-schedule name that was assigned.
*
Expand Down Expand Up @@ -849,11 +858,11 @@ long getTotalBytesCopyOut() {
return taskGraphImpl.getTotalBytesCopyOut();
}

protected String getProfileLog() {
String getProfileLog() {
return taskGraphImpl.getProfileLog();
}

public Collection<?> getOutputs() {
Collection<?> getOutputs() {
return taskGraphImpl.getOutputs();
}

Expand Down
18 changes: 18 additions & 0 deletions tornado-api/src/main/java/uk/ac/manchester/tornado/api/TaskGraphInterface.java
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Expand Up @@ -481,13 +481,31 @@ <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15> TaskGraphInte
* Kernel's name of the entry point
* @param filename
* Input OpenCL C Kernel
* @param accessorParameters
* {@link AccessorParameters} that contains the accessor for each input and output parameter to the kernel.
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* @param atomics
* Atomics region.
* @return {@link TaskGraphInterface}
*
*/
TaskGraphInterface prebuiltTask(String id, String entryPoint, String filename, AccessorParameters accessorParameters, int[] atomics);

/**
*
* @param id
* Task-id
* @param entryPoint
* Kernel's name of the entry point
* @param klass
* Class that can access the resource within the JAR file.
* @param resource
* Input file that represents the kernel source. It could be either SPIR-V, OpenCL C, or PTX code.
* @param accessorParameters
* {@link AccessorParameters} that contains the accessor for each input and output parameter to the kernel.
* @return {@link TaskGraphInterface}
*/
TaskGraphInterface prebuiltTask(String id, String entryPoint, Class<?> klass, String resource, AccessorParameters accessorParameters);

/**
* Obtains the task-schedule name that was assigned.
*
Expand Down
9 changes: 9 additions & 0 deletions tornado-api/src/main/java/uk/ac/manchester/tornado/api/common/PrebuiltTaskPackage.java
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Expand Up @@ -26,6 +26,7 @@ public class PrebuiltTaskPackage extends TaskPackage {
private final Object[] args;
private final Access[] accesses;
private int[] atomics;
private Class<?> klass;

PrebuiltTaskPackage(String id, String entryPoint, String fileName, AccessorParameters accessorParameters) {
super(id, null);
Expand Down Expand Up @@ -70,4 +71,12 @@ public boolean isPrebuiltTask() {
public int[] getAtomics() {
return atomics;
}

public void withClass(Class<?> klass) {
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This should have been withKlass, right?

this.klass = klass;
}

public Class<?> getClassJar() {
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and this getKlass?

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In Java, there is a method called getClass, so to avoid miss-understanding about the functionality of each, I named it ClassJar

return klass;
}
}
2 changes: 1 addition & 1 deletion tornado-api/src/main/java/uk/ac/manchester/tornado/api/types/arrays/TornadoNativeArray.java
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Expand Up @@ -32,7 +32,7 @@
* </p>
*
* <p>
* The constant {@link ARRAY_HEADER} represents the size of the header in bytes.
* The constant {@link TornadoNativeArray#ARRAY_HEADER} represents the size of the header in bytes.
* </p>
*/
public abstract sealed class TornadoNativeArray //
Expand Down
82 changes: 35 additions & 47 deletions ...pencl/src/main/java/uk/ac/manchester/tornado/drivers/opencl/runtime/OCLTornadoDevice.java
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Expand Up @@ -24,6 +24,7 @@
package uk.ac.manchester.tornado.drivers.opencl.runtime;

import java.io.IOException;
import java.io.InputStream;
import java.lang.foreign.MemorySegment;
import java.nio.file.Files;
import java.nio.file.Path;
Expand Down Expand Up @@ -53,14 +54,8 @@
import uk.ac.manchester.tornado.api.memory.XPUBuffer;
import uk.ac.manchester.tornado.api.profiler.ProfilerType;
import uk.ac.manchester.tornado.api.profiler.TornadoProfiler;
import uk.ac.manchester.tornado.api.types.arrays.ByteArray;
import uk.ac.manchester.tornado.api.types.arrays.CharArray;
import uk.ac.manchester.tornado.api.types.arrays.DoubleArray;
import uk.ac.manchester.tornado.api.types.arrays.FloatArray;
import uk.ac.manchester.tornado.api.types.arrays.HalfFloatArray;
import uk.ac.manchester.tornado.api.types.arrays.IntArray;
import uk.ac.manchester.tornado.api.types.arrays.LongArray;
import uk.ac.manchester.tornado.api.types.arrays.ShortArray;
import uk.ac.manchester.tornado.api.types.arrays.TornadoNativeArray;
import uk.ac.manchester.tornado.api.types.tensors.Tensor;
import uk.ac.manchester.tornado.drivers.common.TornadoBufferProvider;
import uk.ac.manchester.tornado.drivers.opencl.OCLBackendImpl;
import uk.ac.manchester.tornado.drivers.opencl.OCLCodeCache;
Expand Down Expand Up @@ -309,31 +304,39 @@ private TornadoInstalledCode compileTask(SchedulableTask task) {
}
}

private TornadoInstalledCode compilePreBuiltTask(SchedulableTask task) {
final OCLDeviceContextInterface deviceContext = getDeviceContext();
final PrebuiltTask executable = (PrebuiltTask) task;
if (deviceContext.isCached(task.getId(), executable.getEntryPoint())) {
return deviceContext.getInstalledCode(task.getId(), executable.getEntryPoint());
private byte[] getSource(PrebuiltTask prebuiltTask) {
byte[] source;
Class<?> klass = prebuiltTask.getClassJAR();
if (klass != null) {
try (InputStream inputStream = klass.getClassLoader().getResourceAsStream(prebuiltTask.getFilename())) {
TornadoInternalError.guarantee(inputStream != null, "file does not exist: %s", prebuiltTask.getFilename());
source = inputStream.readAllBytes();
} catch (IOException e) {
throw new TornadoBailoutRuntimeException("[Error] I/O Exception in reallAllBytes", e);
}
} else {
final Path path = Paths.get(prebuiltTask.getFilename());
TornadoInternalError.guarantee(path.toFile().exists(), "file does not exist: %s", prebuiltTask.getFilename());
try {
source = Files.readAllBytes(path);
} catch (IOException e) {
throw new TornadoBailoutRuntimeException("[Error] I/O Exception in reallAllBytes", e);
}
}
return source;
}

final Path path = Paths.get(executable.getFilename());
TornadoInternalError.guarantee(path.toFile().exists(), "file does not exist: %s", executable.getFilename());
try {
final byte[] source = Files.readAllBytes(path);
private TornadoInstalledCode compilePreBuiltTask(SchedulableTask task) {
final OCLDeviceContextInterface deviceContext = getDeviceContext();
final PrebuiltTask prebuiltTask = (PrebuiltTask) task;
if (deviceContext.isCached(task.getId(), prebuiltTask.getEntryPoint()))
return deviceContext.getInstalledCode(task.getId(), prebuiltTask.getEntryPoint());

OCLInstalledCode installedCode;
if (OCLBackend.isDeviceAnFPGAAccelerator(deviceContext)) {
// A) for FPGA
installedCode = deviceContext.installCode(task.getId(), executable.getEntryPoint(), source, task.meta().isPrintKernelEnabled());
} else {
// B) for CPU multi-core or GPU
installedCode = deviceContext.installCode(executable.meta(), task.getId(), executable.getEntryPoint(), source);
}
return installedCode;
} catch (IOException e) {
e.printStackTrace();
}
return null;
byte[] source = getSource(prebuiltTask);
if (OCLBackend.isDeviceAnFPGAAccelerator(deviceContext))
return deviceContext.installCode(task.getId(), prebuiltTask.getEntryPoint(), source, task.meta().isPrintKernelEnabled());
else
return deviceContext.installCode(prebuiltTask.meta(), task.getId(), prebuiltTask.getEntryPoint(), source);
}

private TornadoInstalledCode compileJavaToAccelerator(SchedulableTask task) {
Expand Down Expand Up @@ -404,8 +407,7 @@ public int[] checkAtomicsForTask(SchedulableTask task) {

@Override
public int[] checkAtomicsForTask(SchedulableTask task, int[] array, int paramIndex, Object value) {
if (value instanceof AtomicInteger) {
AtomicInteger ai = (AtomicInteger) value;
if (value instanceof AtomicInteger ai) {
if (TornadoAtomicIntegerNode.globalAtomicsParameters.containsKey(task.meta().getCompiledResolvedJavaMethod())) {
HashMap<Integer, Integer> values = TornadoAtomicIntegerNode.globalAtomicsParameters.get(task.meta().getCompiledResolvedJavaMethod());
int index = values.get(paramIndex);
Expand Down Expand Up @@ -535,21 +537,7 @@ private XPUBuffer createDeviceBuffer(Class<?> type, Object object, OCLDeviceCont
result = new OCLVectorWrapper(deviceContext, object, batchSize);
} else if (object instanceof MemorySegment) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof IntArray) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof FloatArray) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof DoubleArray) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof LongArray) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof ShortArray) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof ByteArray) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof CharArray) {
result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else if (object instanceof HalfFloatArray) {
} else if (object instanceof TornadoNativeArray && !(object instanceof Tensor)) {
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result = new OCLMemorySegmentWrapper(deviceContext, batchSize);
} else {
result = new OCLXPUBuffer(deviceContext, object);
Expand Down
75 changes: 34 additions & 41 deletions ...vers/ptx/src/main/java/uk/ac/manchester/tornado/drivers/ptx/runtime/PTXTornadoDevice.java
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Expand Up @@ -26,6 +26,7 @@
import static uk.ac.manchester.tornado.drivers.ptx.graal.PTXCodeUtil.buildKernelName;

import java.io.IOException;
import java.io.InputStream;
import java.lang.foreign.MemorySegment;
import java.nio.file.Files;
import java.nio.file.Path;
Expand All @@ -49,14 +50,8 @@
import uk.ac.manchester.tornado.api.memory.XPUBuffer;
import uk.ac.manchester.tornado.api.profiler.ProfilerType;
import uk.ac.manchester.tornado.api.profiler.TornadoProfiler;
import uk.ac.manchester.tornado.api.types.arrays.ByteArray;
import uk.ac.manchester.tornado.api.types.arrays.CharArray;
import uk.ac.manchester.tornado.api.types.arrays.DoubleArray;
import uk.ac.manchester.tornado.api.types.arrays.FloatArray;
import uk.ac.manchester.tornado.api.types.arrays.HalfFloatArray;
import uk.ac.manchester.tornado.api.types.arrays.IntArray;
import uk.ac.manchester.tornado.api.types.arrays.LongArray;
import uk.ac.manchester.tornado.api.types.arrays.ShortArray;
import uk.ac.manchester.tornado.api.types.arrays.TornadoNativeArray;
import uk.ac.manchester.tornado.api.types.tensors.Tensor;
import uk.ac.manchester.tornado.drivers.common.TornadoBufferProvider;
import uk.ac.manchester.tornado.drivers.ptx.PTX;
import uk.ac.manchester.tornado.drivers.ptx.PTXBackendImpl;
Expand Down Expand Up @@ -201,24 +196,38 @@ private TornadoInstalledCode compileTask(SchedulableTask task) {
}
}

private byte[] getSource(PrebuiltTask prebuiltTask) {
byte[] source;
Class<?> klass = prebuiltTask.getClassJAR();
if (klass != null) {
try (InputStream inputStream = klass.getClassLoader().getResourceAsStream(prebuiltTask.getFilename())) {
TornadoInternalError.guarantee(inputStream != null, "file does not exist: %s", prebuiltTask.getFilename());
source = inputStream.readAllBytes();
} catch (IOException e) {
throw new TornadoBailoutRuntimeException("[Error] I/O Exception in reallAllBytes", e);
}
} else {
final Path path = Paths.get(prebuiltTask.getFilename());
TornadoInternalError.guarantee(path.toFile().exists(), "file does not exist: %s", prebuiltTask.getFilename());
try {
source = Files.readAllBytes(path);
} catch (IOException e) {
throw new TornadoBailoutRuntimeException("[Error] I/O Exception in reallAllBytes", e);
}
}
return source;
}

private TornadoInstalledCode compilePreBuiltTask(SchedulableTask task) {
final PTXDeviceContext deviceContext = getDeviceContext();
final PrebuiltTask executable = (PrebuiltTask) task;
String functionName = buildKernelName(executable.getEntryPoint(), executable);
if (deviceContext.isCached(executable.getEntryPoint(), executable)) {
final PrebuiltTask prebuiltTask = (PrebuiltTask) task;
String functionName = buildKernelName(prebuiltTask.getEntryPoint(), prebuiltTask);
if (deviceContext.isCached(prebuiltTask.getEntryPoint(), prebuiltTask))
return deviceContext.getInstalledCode(functionName);
}

final Path path = Paths.get(executable.getFilename());
TornadoInternalError.guarantee(path.toFile().exists(), "file does not exist: %s", executable.getFilename());
try {
byte[] source = Files.readAllBytes(path);
source = PTXCodeUtil.getCodeWithAttachedPTXHeader(source, getBackend());
return deviceContext.installCode(functionName, source, executable.getEntryPoint(), task.meta().isPrintKernelEnabled());
} catch (IOException e) {
e.printStackTrace();
}
return null;
byte[] source = getSource(prebuiltTask);
source = PTXCodeUtil.getCodeWithAttachedPTXHeader(source, getBackend());
return deviceContext.installCode(functionName, source, prebuiltTask.getEntryPoint(), task.meta().isPrintKernelEnabled());
}

@Override
Expand All @@ -229,8 +238,7 @@ public boolean isFullJITMode(SchedulableTask task) {
@Override
public TornadoInstalledCode getCodeFromCache(SchedulableTask task) {
String methodName;
if (task instanceof PrebuiltTask) {
PrebuiltTask prebuiltTask = (PrebuiltTask) task;
if (task instanceof PrebuiltTask prebuiltTask) {
methodName = prebuiltTask.getEntryPoint();
} else {
CompilableTask compilableTask = (CompilableTask) task;
Expand Down Expand Up @@ -260,21 +268,7 @@ private XPUBuffer createDeviceBuffer(Class<?> type, Object object, long batchSiz
result = new PTXVectorWrapper(getDeviceContext(), object, batchSize);
} else if (object instanceof MemorySegment) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof IntArray) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof FloatArray) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof DoubleArray) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof LongArray) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof ShortArray) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof ByteArray) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof CharArray) {
result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else if (object instanceof HalfFloatArray) {
} else if (object instanceof TornadoNativeArray && !(object instanceof Tensor)) {
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result = new PTXMemorySegmentWrapper(getDeviceContext(), batchSize);
} else {
result = new PTXObjectWrapper(getDeviceContext(), object);
Expand Down Expand Up @@ -527,8 +521,7 @@ public void sync(long executionPlanId) {

@Override
public boolean equals(Object obj) {
if (obj instanceof PTXTornadoDevice) {
final PTXTornadoDevice other = (PTXTornadoDevice) obj;
if (obj instanceof PTXTornadoDevice other) {
return (other.deviceIndex == deviceIndex);
}
return false;
Expand Down
27 changes: 21 additions & 6 deletions ...pirv/src/main/java/uk/ac/manchester/tornado/drivers/spirv/runtime/SPIRVTornadoDevice.java
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Expand Up @@ -24,6 +24,7 @@
package uk.ac.manchester.tornado.drivers.spirv.runtime;

import java.lang.foreign.MemorySegment;
import java.net.URL;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.util.List;
Expand Down Expand Up @@ -140,14 +141,28 @@ public TornadoInstalledCode installCode(SchedulableTask task) {
}
}

private TornadoInstalledCode compilePreBuiltTask(PrebuiltTask task) {
private Path getSource(PrebuiltTask prebuiltTask) {
Class<?> klass = prebuiltTask.getClassJAR();
if (klass != null) {
URL url = klass.getClassLoader().getResource(prebuiltTask.getFilename());
if (url != null) {
return Paths.get(url.getPath());
} else {
throw new TornadoRuntimeException("[ERROR] Prebuilt file path not found: " + url.getPath());
}
} else {
return Paths.get(prebuiltTask.getFilename());
}
}

private TornadoInstalledCode compilePreBuiltTask(PrebuiltTask prebuiltTask) {
final SPIRVDeviceContext deviceContext = getDeviceContext();
if (deviceContext.isCached(task.getId(), task.getEntryPoint())) {
return deviceContext.getInstalledCode(task.getId(), task.getEntryPoint());
if (deviceContext.isCached(prebuiltTask.getId(), prebuiltTask.getEntryPoint())) {
return deviceContext.getInstalledCode(prebuiltTask.getId(), prebuiltTask.getEntryPoint());
}
final Path pathToSPIRVBin = Paths.get(task.getFilename());
TornadoInternalError.guarantee(pathToSPIRVBin.toFile().exists(), "files does not exists %s", task.getFilename());
return deviceContext.installBinary(task.meta(), task.getId(), task.getEntryPoint(), task.getFilename());
final Path pathToSPIRVBin = getSource(prebuiltTask);
TornadoInternalError.guarantee(pathToSPIRVBin.toFile().exists(), "files does not exists %s", prebuiltTask.getFilename());
return deviceContext.installBinary(prebuiltTask.meta(), prebuiltTask.getId(), prebuiltTask.getEntryPoint(), prebuiltTask.getFilename());
}

public SPIRVBackend getBackend() {
Expand Down
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