/* * 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.sysml.runtime.instructions.cp; import org.apache.sysml.lops.MapMultChain.ChainType; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.controlprogram.context.ExecutionContext; import org.apache.sysml.runtime.instructions.InstructionUtils; import org.apache.sysml.runtime.matrix.data.MatrixBlock; import org.apache.sysml.runtime.matrix.operators.Operator; public class MMChainCPInstruction extends UnaryCPInstruction { private ChainType _type = null; private int _numThreads = -1; public MMChainCPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand in3, CPOperand out, ChainType type, int k, String opcode, String istr) { super(op, in1, in2, in3, out, opcode, istr); _cptype = CPINSTRUCTION_TYPE.MMChain; _type = type; _numThreads = k; } public static MMChainCPInstruction parseInstruction ( String str ) throws DMLRuntimeException { //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) throws DMLRuntimeException { //get inputs MatrixBlock X = ec.getMatrixInput(input1.getName()); MatrixBlock v = ec.getMatrixInput(input2.getName()); MatrixBlock w = (_type==ChainType.XtwXv || _type==ChainType.XtXvy) ? ec.getMatrixInput(input3.getName()) : null; //execute mmchain operation MatrixBlock out = (MatrixBlock) X.chainMatrixMultOperations(v, w, new MatrixBlock(), _type, _numThreads); //set output and release inputs ec.setMatrixOutput(output.getName(), out); ec.releaseMatrixInput(input1.getName()); ec.releaseMatrixInput(input2.getName()); if( w !=null ) ec.releaseMatrixInput(input3.getName()); } public ChainType getMMChainType() { return _type; } }