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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.gpu;
import org.apache.sysds.common.Types.DataType;
import org.apache.sysds.runtime.DMLRuntimeException;
import org.apache.sysds.runtime.controlprogram.caching.MatrixObject;
import org.apache.sysds.runtime.controlprogram.context.ExecutionContext;
import org.apache.sysds.runtime.functionobjects.OffsetColumnIndex;
import org.apache.sysds.runtime.instructions.InstructionUtils;
import org.apache.sysds.runtime.instructions.cp.AppendCPInstruction;
import org.apache.sysds.runtime.instructions.cp.CPOperand;
import org.apache.sysds.runtime.matrix.data.LibMatrixCUDA;
import org.apache.sysds.runtime.matrix.operators.Operator;
import org.apache.sysds.runtime.matrix.operators.ReorgOperator;
import org.apache.sysds.utils.GPUStatistics;
/**
* Implements the cbind and rbind functions for matrices
*/
public class MatrixAppendGPUInstruction extends GPUInstruction {
CPOperand output;
CPOperand input1, input2;
AppendCPInstruction.AppendType atype;
private MatrixAppendGPUInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand out,
AppendCPInstruction.AppendType type, String opcode, String istr) {
super(op, opcode, istr);
this.output = out;
this.input1 = in1;
this.input2 = in2;
this.atype = type;
}
public static MatrixAppendGPUInstruction 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]);
@SuppressWarnings("unused")
CPOperand in3 = new CPOperand(parts[3]);
CPOperand out = new CPOperand(parts[4]);
boolean cbind = Boolean.parseBoolean(parts[5]);
AppendCPInstruction.AppendType type = (in1.getDataType()!= DataType.MATRIX && in1.getDataType()!= DataType.FRAME) ?
AppendCPInstruction.AppendType.STRING : cbind ? AppendCPInstruction.AppendType.CBIND : AppendCPInstruction.AppendType.RBIND;
if (in1.getDataType()!= DataType.MATRIX || in2.getDataType()!= DataType.MATRIX){
throw new DMLRuntimeException("GPU : Error in internal state - Append was called on data other than matrices");
}
if(!opcode.equalsIgnoreCase("append"))
throw new DMLRuntimeException("Unknown opcode while parsing a AppendCPInstruction: " + str);
Operator op = new ReorgOperator(OffsetColumnIndex.getOffsetColumnIndexFnObject(-1));
return new MatrixAppendGPUInstruction(op, in1, in2, out, type, opcode, str);
}
@Override
public void processInstruction(ExecutionContext ec) {
GPUStatistics.incrementNoOfExecutedGPUInst();
String opcode = getOpcode();
MatrixObject mat1 = getMatrixInputForGPUInstruction(ec, input1.getName());
MatrixObject mat2 = getMatrixInputForGPUInstruction(ec, input2.getName());
if(atype == AppendCPInstruction.AppendType.CBIND)
LibMatrixCUDA.cbind(ec, ec.getGPUContext(0), getExtendedOpcode(), mat1, mat2, output.getName());
else if (atype == AppendCPInstruction.AppendType.RBIND )
LibMatrixCUDA.rbind(ec, ec.getGPUContext(0), getExtendedOpcode(), mat1, mat2, output.getName());
else
throw new DMLRuntimeException("Unsupported GPU operator:" + opcode);
ec.releaseMatrixInputForGPUInstruction(input1.getName());
ec.releaseMatrixInputForGPUInstruction(input2.getName());
ec.releaseMatrixOutputForGPUInstruction(output.getName());
}
}