Examples with CPOperand org.apache.sysml.runtime.instructions.cp.CPOperand used on opensource projects

Example 21 with CPOperand

use of org.apache.sysml.runtime.instructions.cp.CPOperand in project incubator-systemml by apache.

the class ScalarMatrixBuiltinGPUInstruction method processInstruction.

@Override
public void processInstruction(ExecutionContext ec) {
    GPUStatistics.incrementNoOfExecutedGPUInst();
    String opcode = getOpcode();
    CPOperand mat = (input1.getDataType() == DataType.MATRIX) ? input1 : input2;
    CPOperand scalar = (input1.getDataType() == DataType.MATRIX) ? input2 : input1;
    MatrixObject in1 = getMatrixInputForGPUInstruction(ec, mat.getName());
    ScalarObject constant = (ScalarObject) ec.getScalarInput(scalar.getName(), scalar.getValueType(), scalar.isLiteral());
    if (opcode.equals("max")) {
        ec.setMetaData(output.getName(), in1.getNumRows(), in1.getNumColumns());
        double constVal = constant.getDoubleValue();
        if (constVal == 0)
            LibMatrixCuDNN.relu(ec, ec.getGPUContext(0), getExtendedOpcode(), in1, output.getName());
        else
            LibMatrixCUDA.matrixScalarOp(ec, ec.getGPUContext(0), getExtendedOpcode(), in1, output.getName(), false, InstructionUtils.parseScalarBinaryOperator(opcode, false, constVal));
    } else if (opcode.equals("min")) {
        ec.setMetaData(output.getName(), in1.getNumRows(), in1.getNumColumns());
        double constVal = constant.getDoubleValue();
        LibMatrixCUDA.matrixScalarOp(ec, ec.getGPUContext(0), getExtendedOpcode(), in1, output.getName(), false, InstructionUtils.parseScalarBinaryOperator(opcode, false, constVal));
    } else {
        throw new DMLRuntimeException("Unsupported GPU operator:" + opcode);
    }
    ec.releaseMatrixInputForGPUInstruction(mat.getName());
    ec.releaseMatrixOutputForGPUInstruction(output.getName());
}

Example 22 with CPOperand

use of org.apache.sysml.runtime.instructions.cp.CPOperand in project incubator-systemml by apache.

the class TernaryInstruction method parseInstruction.

public static TernaryInstruction parseInstruction(String str) {
    InstructionUtils.checkNumFields(str, 4);
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    String opcode = parts[0];
    CPOperand in1 = new CPOperand(parts[1]);
    CPOperand in2 = new CPOperand(parts[2]);
    CPOperand in3 = new CPOperand(parts[3]);
    CPOperand out = new CPOperand(parts[4]);
    TernaryOperator op = InstructionUtils.parseTernaryOperator(opcode);
    return new TernaryInstruction(op, in1, in2, in3, out, str);
}

Example 23 with CPOperand

use of org.apache.sysml.runtime.instructions.cp.CPOperand in project incubator-systemml by apache.

the class AppendGAlignedSPInstruction method parseInstruction.

public static AppendGAlignedSPInstruction parseInstruction(String str) {
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    InstructionUtils.checkNumFields(parts, 5);
    String opcode = parts[0];
    CPOperand in1 = new CPOperand(parts[1]);
    CPOperand in2 = new CPOperand(parts[2]);
    CPOperand in3 = new CPOperand(parts[3]);
    CPOperand out = new CPOperand(parts[4]);
    boolean cbind = Boolean.parseBoolean(parts[5]);
    if (!opcode.equalsIgnoreCase("galignedappend"))
        throw new DMLRuntimeException("Unknown opcode while parsing a AppendGSPInstruction: " + str);
    return new AppendGAlignedSPInstruction(new ReorgOperator(OffsetColumnIndex.getOffsetColumnIndexFnObject(-1)), in1, in2, in3, out, cbind, opcode, str);
}

Example 24 with CPOperand

use of org.apache.sysml.runtime.instructions.cp.CPOperand in project incubator-systemml by apache.

the class AppendGSPInstruction method parseInstruction.

public static AppendGSPInstruction parseInstruction(String str) {
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    InstructionUtils.checkNumFields(parts, 6);
    String opcode = parts[0];
    CPOperand in1 = new CPOperand(parts[1]);
    CPOperand in2 = new CPOperand(parts[2]);
    CPOperand in3 = new CPOperand(parts[3]);
    CPOperand in4 = new CPOperand(parts[4]);
    CPOperand out = new CPOperand(parts[5]);
    boolean cbind = Boolean.parseBoolean(parts[6]);
    if (!opcode.equalsIgnoreCase("gappend"))
        throw new DMLRuntimeException("Unknown opcode while parsing a AppendGSPInstruction: " + str);
    return new AppendGSPInstruction(new ReorgOperator(OffsetColumnIndex.getOffsetColumnIndexFnObject(-1)), in1, in2, in3, in4, out, cbind, opcode, str);
}

Example 25 with CPOperand

use of org.apache.sysml.runtime.instructions.cp.CPOperand in project incubator-systemml by apache.

the class AppendMSPInstruction method parseInstruction.

public static AppendMSPInstruction parseInstruction(String str) {
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    InstructionUtils.checkNumFields(parts, 5);
    String opcode = parts[0];
    CPOperand in1 = new CPOperand(parts[1]);
    CPOperand in2 = new CPOperand(parts[2]);
    CPOperand offset = new CPOperand(parts[3]);
    CPOperand out = new CPOperand(parts[4]);
    boolean cbind = Boolean.parseBoolean(parts[5]);
    if (!opcode.equalsIgnoreCase("mappend"))
        throw new DMLRuntimeException("Unknown opcode while parsing a AppendMSPInstruction: " + str);
    // construct matrix/frame appendm instruction
    if (in1.getDataType().isMatrix()) {
        return new MatrixAppendMSPInstruction(new ReorgOperator(OffsetColumnIndex.getOffsetColumnIndexFnObject(-1)), in1, in2, offset, out, cbind, opcode, str);
    } else {
        // frame
        return new FrameAppendMSPInstruction(new ReorgOperator(OffsetColumnIndex.getOffsetColumnIndexFnObject(-1)), in1, in2, offset, out, cbind, opcode, str);
    }
}