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

Example 6 with CPOperand

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

the class PmmSPInstruction method parseInstruction.

public static PmmSPInstruction parseInstruction(String str) {
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    String opcode = InstructionUtils.getOpCode(str);
    if (opcode.equalsIgnoreCase(PMMJ.OPCODE)) {
        CPOperand in1 = new CPOperand(parts[1]);
        CPOperand in2 = new CPOperand(parts[2]);
        CPOperand nrow = new CPOperand(parts[3]);
        CPOperand out = new CPOperand(parts[4]);
        CacheType type = CacheType.valueOf(parts[5]);
        AggregateOperator agg = new AggregateOperator(0, Plus.getPlusFnObject());
        AggregateBinaryOperator aggbin = new AggregateBinaryOperator(Multiply.getMultiplyFnObject(), agg);
        return new PmmSPInstruction(aggbin, in1, in2, out, nrow, type, opcode, str);
    } else {
        throw new DMLRuntimeException("PmmSPInstruction.parseInstruction():: Unknown opcode " + opcode);
    }
}

Example 7 with CPOperand

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

the class QuantileSortSPInstruction method parseInstruction.

public static QuantileSortSPInstruction parseInstruction(String str) {
    CPOperand in1 = new CPOperand("", ValueType.UNKNOWN, DataType.UNKNOWN);
    CPOperand in2 = null;
    CPOperand out = new CPOperand("", ValueType.UNKNOWN, DataType.UNKNOWN);
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    String opcode = parts[0];
    if (opcode.equalsIgnoreCase(SortKeys.OPCODE)) {
        if (parts.length == 3) {
            // Example: sort:mVar1:mVar2 (input=mVar1, output=mVar2)
            parseUnaryInstruction(str, in1, out);
            return new QuantileSortSPInstruction(new SimpleOperator(null), in1, out, opcode, str);
        } else if (parts.length == 4) {
            // Example: sort:mVar1:mVar2:mVar3 (input=mVar1, weights=mVar2, output=mVar3)
            in2 = new CPOperand("", ValueType.UNKNOWN, DataType.UNKNOWN);
            parseUnaryInstruction(str, in1, in2, out);
            return new QuantileSortSPInstruction(new SimpleOperator(null), in1, in2, out, opcode, str);
        } else {
            throw new DMLRuntimeException("Invalid number of operands in instruction: " + str);
        }
    } else {
        throw new DMLRuntimeException("Unknown opcode while parsing a SortSPInstruction: " + str);
    }
}

Example 8 with CPOperand

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

the class RandSPInstruction method parseInstruction.

public static RandSPInstruction parseInstruction(String str) {
    String[] s = InstructionUtils.getInstructionPartsWithValueType(str);
    String opcode = s[0];
    DataGenMethod method = DataGenMethod.INVALID;
    if (opcode.equalsIgnoreCase(DataGen.RAND_OPCODE)) {
        method = DataGenMethod.RAND;
        InstructionUtils.checkNumFields(str, 12);
    } else if (opcode.equalsIgnoreCase(DataGen.SEQ_OPCODE)) {
        method = DataGenMethod.SEQ;
        // 8 operands: rows, cols, rpb, cpb, from, to, incr, outvar
        InstructionUtils.checkNumFields(str, 8);
    } else if (opcode.equalsIgnoreCase(DataGen.SAMPLE_OPCODE)) {
        method = DataGenMethod.SAMPLE;
        // 7 operands: range, size, replace, seed, rpb, cpb, outvar
        InstructionUtils.checkNumFields(str, 7);
    }
    Operator op = null;
    // output is specified by the last operand
    CPOperand out = new CPOperand(s[s.length - 1]);
    if (method == DataGenMethod.RAND) {
        CPOperand rows = new CPOperand(s[1]);
        CPOperand cols = new CPOperand(s[2]);
        int rpb = Integer.parseInt(s[3]);
        int cpb = Integer.parseInt(s[4]);
        double minValue = !s[5].contains(Lop.VARIABLE_NAME_PLACEHOLDER) ? Double.valueOf(s[5]).doubleValue() : -1;
        double maxValue = !s[6].contains(Lop.VARIABLE_NAME_PLACEHOLDER) ? Double.valueOf(s[6]).doubleValue() : -1;
        double sparsity = !s[7].contains(Lop.VARIABLE_NAME_PLACEHOLDER) ? Double.valueOf(s[7]).doubleValue() : -1;
        long seed = !s[8].contains(Lop.VARIABLE_NAME_PLACEHOLDER) ? Long.valueOf(s[8]).longValue() : -1;
        String dir = s[9];
        String pdf = s[10];
        String pdfParams = !s[11].contains(Lop.VARIABLE_NAME_PLACEHOLDER) ? s[11] : null;
        return new RandSPInstruction(op, method, null, out, rows, cols, rpb, cpb, minValue, maxValue, sparsity, seed, dir, pdf, pdfParams, opcode, str);
    } else if (method == DataGenMethod.SEQ) {
        int rpb = Integer.parseInt(s[3]);
        int cpb = Integer.parseInt(s[4]);
        CPOperand from = new CPOperand(s[5]);
        CPOperand to = new CPOperand(s[6]);
        CPOperand incr = new CPOperand(s[7]);
        CPOperand in = null;
        return new RandSPInstruction(op, method, in, out, null, null, rpb, cpb, from, to, incr, opcode, str);
    } else if (method == DataGenMethod.SAMPLE) {
        double max = !s[1].contains(Lop.VARIABLE_NAME_PLACEHOLDER) ? Double.valueOf(s[1]) : 0;
        CPOperand rows = new CPOperand(s[2]);
        CPOperand cols = new CPOperand("1", ValueType.INT, DataType.SCALAR);
        boolean replace = (!s[3].contains(Lop.VARIABLE_NAME_PLACEHOLDER) && Boolean.valueOf(s[3]));
        long seed = Long.parseLong(s[4]);
        int rpb = Integer.parseInt(s[5]);
        int cpb = Integer.parseInt(s[6]);
        return new RandSPInstruction(op, method, null, out, rows, cols, rpb, cpb, max, replace, seed, opcode, str);
    } else
        throw new DMLRuntimeException("Unrecognized data generation method: " + method);
}

Example 9 with CPOperand

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

the class SpoofSPInstruction method parseInstruction.

public static SpoofSPInstruction parseInstruction(String str) {
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    // String opcode = parts[0];
    ArrayList<CPOperand> inlist = new ArrayList<>();
    Class<?> cls = CodegenUtils.getClass(parts[1]);
    byte[] classBytes = CodegenUtils.getClassData(parts[1]);
    String opcode = parts[0] + CodegenUtils.createInstance(cls).getSpoofType();
    for (int i = 2; i < parts.length - 2; i++) inlist.add(new CPOperand(parts[i]));
    CPOperand out = new CPOperand(parts[parts.length - 2]);
    return new SpoofSPInstruction(cls, classBytes, inlist.toArray(new CPOperand[0]), out, opcode, str);
}

Example 10 with CPOperand

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

the class Tsmm2SPInstruction method parseInstruction.

public static Tsmm2SPInstruction parseInstruction(String str) {
    String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
    String opcode = parts[0];
    // check supported opcode
    if (!opcode.equalsIgnoreCase("tsmm2"))
        throw new DMLRuntimeException("Tsmm2SPInstruction.parseInstruction():: Unknown opcode " + opcode);
    CPOperand in1 = new CPOperand(parts[1]);
    CPOperand out = new CPOperand(parts[2]);
    MMTSJType type = MMTSJType.valueOf(parts[3]);
    return new Tsmm2SPInstruction(null, in1, out, type, opcode, str);
}