/* * 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.gpu; import org.apache.sysml.parser.Expression; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.functionobjects.Builtin; import org.apache.sysml.runtime.functionobjects.ValueFunction; import org.apache.sysml.runtime.instructions.InstructionUtils; import org.apache.sysml.runtime.instructions.cp.CPOperand; import org.apache.sysml.runtime.matrix.operators.BinaryOperator; import org.apache.sysml.runtime.matrix.operators.Operator; public abstract class BuiltinBinaryGPUInstruction extends GPUInstruction { @SuppressWarnings("unused") private int _arity; CPOperand output; CPOperand input1, input2; public BuiltinBinaryGPUInstruction(Operator op, CPOperand input1, CPOperand input2, CPOperand output, String opcode, String istr, int _arity) { super(op, opcode, istr); this._arity = _arity; this.output = output; this.input1 = input1; this.input2 = input2; } public static BuiltinBinaryGPUInstruction parseInstruction(String str) throws DMLRuntimeException { CPOperand in1 = new CPOperand("", Expression.ValueType.UNKNOWN, Expression.DataType.UNKNOWN); CPOperand in2 = new CPOperand("", Expression.ValueType.UNKNOWN, Expression.DataType.UNKNOWN); CPOperand out = new CPOperand("", Expression.ValueType.UNKNOWN, Expression.DataType.UNKNOWN); String[] parts = InstructionUtils.getInstructionPartsWithValueType(str); InstructionUtils.checkNumFields ( parts, 3 ); String opcode = parts[0]; in1.split(parts[1]); in2.split(parts[2]); out.split(parts[3]); // check for valid data type of output if((in1.getDataType() == Expression.DataType.MATRIX || in2.getDataType() == Expression.DataType.MATRIX) && out.getDataType() != Expression.DataType.MATRIX) throw new DMLRuntimeException("Element-wise matrix operations between variables " + in1.getName() + " and " + in2.getName() + " must produce a matrix, which " + out.getName() + " is not"); // Determine appropriate Function Object based on opcode ValueFunction func = Builtin.getBuiltinFnObject(opcode); // Only for "solve" if ( in1.getDataType() == Expression.DataType.SCALAR && in2.getDataType() == Expression.DataType.SCALAR ) throw new DMLRuntimeException("GPU : Unsupported GPU builtin operations on 2 scalars"); else if ( in1.getDataType() == Expression.DataType.MATRIX && in2.getDataType() == Expression.DataType.MATRIX ) return new MatrixMatrixBuiltinGPUInstruction(new BinaryOperator(func), in1, in2, out, opcode, str, 2); else throw new DMLRuntimeException("GPU : Unsupported GPU builtin operations on a matrix and a scalar"); } }