use of org.apache.sysml.runtime.instructions.cp.AggregateUnaryCPInstruction in project incubator-systemml by apache.
the class CostEstimator method extractCPInstStatistics.
private static Object[] extractCPInstStatistics(Instruction inst, HashMap<String, VarStats> stats) {
// stats, attrs
Object[] ret = new Object[2];
VarStats[] vs = new VarStats[3];
String[] attr = null;
if (inst instanceof UnaryCPInstruction) {
if (inst instanceof DataGenCPInstruction) {
DataGenCPInstruction rinst = (DataGenCPInstruction) inst;
vs[0] = _unknownStats;
vs[1] = _unknownStats;
vs[2] = stats.get(rinst.output.getName());
// prepare attributes for cost estimation
// full rand
int type = 2;
if (rinst.getMinValue() == 0.0 && rinst.getMaxValue() == 0.0)
type = 0;
else if (rinst.getSparsity() == 1.0 && rinst.getMinValue() == rinst.getMaxValue())
type = 1;
attr = new String[] { String.valueOf(type) };
} else if (inst instanceof StringInitCPInstruction) {
StringInitCPInstruction rinst = (StringInitCPInstruction) inst;
vs[0] = _unknownStats;
vs[1] = _unknownStats;
vs[2] = stats.get(rinst.output.getName());
} else // general unary
{
UnaryCPInstruction uinst = (UnaryCPInstruction) inst;
vs[0] = stats.get(uinst.input1.getName());
vs[1] = _unknownStats;
vs[2] = stats.get(uinst.output.getName());
if (// scalar input, e.g., print
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
if (inst instanceof MMTSJCPInstruction) {
String type = ((MMTSJCPInstruction) inst).getMMTSJType().toString();
attr = new String[] { type };
} else if (inst instanceof AggregateUnaryCPInstruction) {
String[] parts = InstructionUtils.getInstructionParts(inst.toString());
String opcode = parts[0];
if (opcode.equals("cm"))
attr = new String[] { parts[parts.length - 2] };
}
}
} else if (inst instanceof BinaryCPInstruction) {
BinaryCPInstruction binst = (BinaryCPInstruction) inst;
vs[0] = stats.get(binst.input1.getName());
vs[1] = stats.get(binst.input2.getName());
vs[2] = stats.get(binst.output.getName());
if (// scalar input,
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar input,
vs[1] == null)
vs[1] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
} else if (inst instanceof AggregateTernaryCPInstruction) {
AggregateTernaryCPInstruction binst = (AggregateTernaryCPInstruction) inst;
// of same dimension anyway but missing third input
vs[0] = stats.get(binst.input1.getName());
vs[1] = stats.get(binst.input2.getName());
vs[2] = stats.get(binst.output.getName());
if (// scalar input,
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar input,
vs[1] == null)
vs[1] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
} else if (inst instanceof ParameterizedBuiltinCPInstruction) {
// ParameterizedBuiltinCPInstruction pinst = (ParameterizedBuiltinCPInstruction) inst;
String[] parts = InstructionUtils.getInstructionParts(inst.toString());
String opcode = parts[0];
if (opcode.equals("groupedagg")) {
HashMap<String, String> paramsMap = ParameterizedBuiltinCPInstruction.constructParameterMap(parts);
String fn = paramsMap.get("fn");
String order = paramsMap.get("order");
AggregateOperationTypes type = CMOperator.getAggOpType(fn, order);
attr = new String[] { String.valueOf(type.ordinal()) };
} else if (opcode.equals("rmempty")) {
HashMap<String, String> paramsMap = ParameterizedBuiltinCPInstruction.constructParameterMap(parts);
attr = new String[] { String.valueOf(paramsMap.get("margin").equals("rows") ? 0 : 1) };
}
vs[0] = stats.get(parts[1].substring(7).replaceAll(Lop.VARIABLE_NAME_PLACEHOLDER, ""));
// TODO
vs[1] = _unknownStats;
vs[2] = stats.get(parts[parts.length - 1]);
if (// scalar input
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
} else if (inst instanceof MultiReturnBuiltinCPInstruction) {
// applies to qr, lu, eigen (cost computation on input1)
MultiReturnBuiltinCPInstruction minst = (MultiReturnBuiltinCPInstruction) inst;
vs[0] = stats.get(minst.input1.getName());
vs[1] = stats.get(minst.getOutput(0).getName());
vs[2] = stats.get(minst.getOutput(1).getName());
} else if (inst instanceof VariableCPInstruction) {
setUnknownStats(vs);
VariableCPInstruction varinst = (VariableCPInstruction) inst;
if (varinst.getOpcode().equals("write")) {
// special handling write of matrix objects (non existing if scalar)
if (stats.containsKey(varinst.getInput1().getName()))
vs[0] = stats.get(varinst.getInput1().getName());
attr = new String[] { varinst.getInput3().getName() };
}
} else {
setUnknownStats(vs);
}
// maintain var status (CP output always inmem)
vs[2]._inmem = true;
ret[0] = vs;
ret[1] = attr;
return ret;
}
use of org.apache.sysml.runtime.instructions.cp.AggregateUnaryCPInstruction in project systemml by apache.
the class CostEstimator method extractCPInstStatistics.
private static Object[] extractCPInstStatistics(Instruction inst, HashMap<String, VarStats> stats) {
// stats, attrs
Object[] ret = new Object[2];
VarStats[] vs = new VarStats[3];
String[] attr = null;
if (inst instanceof UnaryCPInstruction) {
if (inst instanceof DataGenCPInstruction) {
DataGenCPInstruction rinst = (DataGenCPInstruction) inst;
vs[0] = _unknownStats;
vs[1] = _unknownStats;
vs[2] = stats.get(rinst.output.getName());
// prepare attributes for cost estimation
// full rand
int type = 2;
if (rinst.getMinValue() == 0.0 && rinst.getMaxValue() == 0.0)
type = 0;
else if (rinst.getSparsity() == 1.0 && rinst.getMinValue() == rinst.getMaxValue())
type = 1;
attr = new String[] { String.valueOf(type) };
} else if (inst instanceof StringInitCPInstruction) {
StringInitCPInstruction rinst = (StringInitCPInstruction) inst;
vs[0] = _unknownStats;
vs[1] = _unknownStats;
vs[2] = stats.get(rinst.output.getName());
} else // general unary
{
UnaryCPInstruction uinst = (UnaryCPInstruction) inst;
vs[0] = stats.get(uinst.input1.getName());
vs[1] = _unknownStats;
vs[2] = stats.get(uinst.output.getName());
if (// scalar input, e.g., print
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
if (inst instanceof MMTSJCPInstruction) {
String type = ((MMTSJCPInstruction) inst).getMMTSJType().toString();
attr = new String[] { type };
} else if (inst instanceof AggregateUnaryCPInstruction) {
String[] parts = InstructionUtils.getInstructionParts(inst.toString());
String opcode = parts[0];
if (opcode.equals("cm"))
attr = new String[] { parts[parts.length - 2] };
}
}
} else if (inst instanceof BinaryCPInstruction) {
BinaryCPInstruction binst = (BinaryCPInstruction) inst;
vs[0] = stats.get(binst.input1.getName());
vs[1] = stats.get(binst.input2.getName());
vs[2] = stats.get(binst.output.getName());
if (// scalar input,
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar input,
vs[1] == null)
vs[1] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
} else if (inst instanceof AggregateTernaryCPInstruction) {
AggregateTernaryCPInstruction binst = (AggregateTernaryCPInstruction) inst;
// of same dimension anyway but missing third input
vs[0] = stats.get(binst.input1.getName());
vs[1] = stats.get(binst.input2.getName());
vs[2] = stats.get(binst.output.getName());
if (// scalar input,
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar input,
vs[1] == null)
vs[1] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
} else if (inst instanceof ParameterizedBuiltinCPInstruction) {
// ParameterizedBuiltinCPInstruction pinst = (ParameterizedBuiltinCPInstruction) inst;
String[] parts = InstructionUtils.getInstructionParts(inst.toString());
String opcode = parts[0];
if (opcode.equals("groupedagg")) {
HashMap<String, String> paramsMap = ParameterizedBuiltinCPInstruction.constructParameterMap(parts);
String fn = paramsMap.get("fn");
String order = paramsMap.get("order");
AggregateOperationTypes type = CMOperator.getAggOpType(fn, order);
attr = new String[] { String.valueOf(type.ordinal()) };
} else if (opcode.equals("rmempty")) {
HashMap<String, String> paramsMap = ParameterizedBuiltinCPInstruction.constructParameterMap(parts);
attr = new String[] { String.valueOf(paramsMap.get("margin").equals("rows") ? 0 : 1) };
}
vs[0] = stats.get(parts[1].substring(7).replaceAll(Lop.VARIABLE_NAME_PLACEHOLDER, ""));
// TODO
vs[1] = _unknownStats;
vs[2] = stats.get(parts[parts.length - 1]);
if (// scalar input
vs[0] == null)
vs[0] = _scalarStats;
if (// scalar output
vs[2] == null)
vs[2] = _scalarStats;
} else if (inst instanceof MultiReturnBuiltinCPInstruction) {
// applies to qr, lu, eigen (cost computation on input1)
MultiReturnBuiltinCPInstruction minst = (MultiReturnBuiltinCPInstruction) inst;
vs[0] = stats.get(minst.input1.getName());
vs[1] = stats.get(minst.getOutput(0).getName());
vs[2] = stats.get(minst.getOutput(1).getName());
} else if (inst instanceof VariableCPInstruction) {
setUnknownStats(vs);
VariableCPInstruction varinst = (VariableCPInstruction) inst;
if (varinst.getOpcode().equals("write")) {
// special handling write of matrix objects (non existing if scalar)
if (stats.containsKey(varinst.getInput1().getName()))
vs[0] = stats.get(varinst.getInput1().getName());
attr = new String[] { varinst.getInput3().getName() };
}
} else {
setUnknownStats(vs);
}
// maintain var status (CP output always inmem)
vs[2]._inmem = true;
ret[0] = vs;
ret[1] = attr;
return ret;
}
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