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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.sysds.runtime.instructions.cp;
import org.apache.sysds.lops.MapMultChain.ChainType;
import org.apache.sysds.runtime.controlprogram.context.ExecutionContext;
import org.apache.sysds.runtime.instructions.InstructionUtils;
import org.apache.sysds.runtime.matrix.data.MatrixBlock;
import org.apache.sysds.runtime.matrix.operators.Operator;
public class MMChainCPInstruction extends UnaryCPInstruction {
private final ChainType _type;
private final int _numThreads;
private MMChainCPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand in3, CPOperand out,
ChainType type, int k, String opcode, String istr) {
super(CPType.MMChain, op, in1, in2, in3, out, opcode, istr);
_type = type;
_numThreads = k;
}
public ChainType getMMChainType() {
return _type;
}
public static MMChainCPInstruction parseInstruction ( String str ) {
//parse instruction parts (without exec type)
String[] parts = InstructionUtils.getInstructionPartsWithValueType( str );
InstructionUtils.checkNumFields( parts, 5, 6 );
String opcode = parts[0];
CPOperand in1 = new CPOperand(parts[1]);
CPOperand in2 = new CPOperand(parts[2]);
if( parts.length==6 ) {
CPOperand out= new CPOperand(parts[3]);
ChainType type = ChainType.valueOf(parts[4]);
int k = Integer.parseInt(parts[5]);
return new MMChainCPInstruction(null, in1, in2, null, out, type, k, opcode, str);
}
else { //parts.length==7
CPOperand in3 = new CPOperand(parts[3]);
CPOperand out = new CPOperand(parts[4]);
ChainType type = ChainType.valueOf(parts[5]);
int k = Integer.parseInt(parts[6]);
return new MMChainCPInstruction(null, in1, in2, in3, out, type, k, opcode, str);
}
}
@Override
public void processInstruction(ExecutionContext ec) {
//get inputs
MatrixBlock X = ec.getMatrixInput(input1.getName());
MatrixBlock v = ec.getMatrixInput(input2.getName());
MatrixBlock w = _type.isWeighted() ? ec.getMatrixInput(input3.getName()) : null;
//execute mmchain operation
MatrixBlock out = X.chainMatrixMultOperations(v, w, new MatrixBlock(), _type, _numThreads);
//set output and release inputs
ec.setMatrixOutput(output.getName(), out);
ec.releaseMatrixInput(input1.getName(), input2.getName());
if( w !=null )
ec.releaseMatrixInput(input3.getName());
}
}