| [221] | 1 | /*************************************************************************** | 
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|  | 2 | * blitz/array/reduce.h   Reductions of an array (or array expression) in a | 
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|  | 3 | *                        single rank: sum, mean, min, minIndex, max, maxIndex, | 
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|  | 4 | *                        product, count, any, all | 
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|  | 5 | * | 
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|  | 6 | * $Id: reduce.h,v 1.1.1.1 1999-04-09 17:59:04 ansari Exp $ | 
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|  | 7 | * | 
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|  | 8 | * Copyright (C) 1997,1998 Todd Veldhuizen <tveldhui@seurat.uwaterloo.ca> | 
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|  | 9 | * | 
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|  | 10 | * This program is free software; you can redistribute it and/or | 
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|  | 11 | * modify it under the terms of the GNU General Public License | 
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|  | 12 | * as published by the Free Software Foundation; either version 2 | 
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|  | 13 | * of the License, or (at your option) any later version. | 
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|  | 14 | * | 
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|  | 15 | * This program is distributed in the hope that it will be useful, | 
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|  | 16 | * but WITHOUT ANY WARRANTY; without even the implied warranty of | 
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|  | 17 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the | 
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|  | 18 | * GNU General Public License for more details. | 
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|  | 19 | * | 
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|  | 20 | * Suggestions:          blitz-suggest@cybervision.com | 
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|  | 21 | * Bugs:                 blitz-bugs@cybervision.com | 
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|  | 22 | * | 
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|  | 23 | * For more information, please see the Blitz++ Home Page: | 
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|  | 24 | *    http://seurat.uwaterloo.ca/blitz/ | 
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|  | 25 | * | 
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|  | 26 | *************************************************************************** | 
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|  | 27 | * $Log: not supported by cvs2svn $ | 
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|  | 28 | * Revision 1.2  1998/03/14 00:04:47  tveldhui | 
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|  | 29 | * 0.2-alpha-05 | 
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|  | 30 | * | 
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|  | 31 | * Revision 1.1  1997/07/16 14:51:20  tveldhui | 
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|  | 32 | * Update: Alpha release 0.2 (Arrays) | 
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|  | 33 | * | 
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|  | 34 | */ | 
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|  | 35 |  | 
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|  | 36 | #ifndef BZ_ARRAYREDUCE_H | 
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|  | 37 | #define BZ_ARRAYREDUCE_H | 
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|  | 38 |  | 
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|  | 39 | #ifndef BZ_ARRAYEXPR_H | 
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|  | 40 | #error <blitz/array/reduce.h> must be included after <blitz/array/expr.h> | 
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|  | 41 | #endif | 
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|  | 42 |  | 
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|  | 43 | #ifndef BZ_REDUCE_H | 
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|  | 44 | #include <blitz/reduce.h> | 
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|  | 45 | #endif | 
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|  | 46 |  | 
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|  | 47 | BZ_NAMESPACE(blitz) | 
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|  | 48 |  | 
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|  | 49 | template<class T_expr, int N_index, class T_reduction> | 
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|  | 50 | class _bz_ArrayExprReduce { | 
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|  | 51 |  | 
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|  | 52 | public: | 
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|  | 53 | typedef _bz_typename T_reduction::T_numtype T_numtype; | 
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|  | 54 | typedef T_expr      T_ctorArg1; | 
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|  | 55 | typedef T_reduction T_ctorArg2; | 
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|  | 56 |  | 
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|  | 57 | enum { numArrayOperands = BZ_ENUM_CAST(T_expr::numArrayOperands), | 
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|  | 58 | numIndexPlaceholders = BZ_ENUM_CAST(T_expr::numIndexPlaceholders) + 1, | 
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|  | 59 | rank = BZ_ENUM_CAST(T_expr::rank) - 1 }; | 
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|  | 60 |  | 
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|  | 61 | _bz_ArrayExprReduce(const _bz_ArrayExprReduce<T_expr,N_index,T_reduction>& | 
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|  | 62 | reduce) | 
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|  | 63 | : reduce_(reduce.reduce_), iter_(reduce.iter_) | 
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|  | 64 | { | 
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|  | 65 | } | 
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|  | 66 |  | 
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|  | 67 | _bz_ArrayExprReduce(T_expr expr) | 
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|  | 68 | : iter_(expr) | 
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|  | 69 | { } | 
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|  | 70 |  | 
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|  | 71 | _bz_ArrayExprReduce(T_expr expr, T_reduction reduce) | 
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|  | 72 | : iter_(expr), reduce_(reduce) | 
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|  | 73 | { } | 
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|  | 74 |  | 
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|  | 75 | int lbound(int rank) | 
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|  | 76 | { return iter_.lbound(rank); } | 
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|  | 77 |  | 
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|  | 78 | int ubound(int rank) | 
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|  | 79 | { return iter_.ubound(rank); } | 
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|  | 80 |  | 
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|  | 81 | template<int N_destRank> | 
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|  | 82 | T_numtype operator()(const TinyVector<int, N_destRank>& destIndex) | 
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|  | 83 | { | 
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|  | 84 | BZPRECHECK(N_destRank == N_index, | 
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|  | 85 | "Array reduction performed over rank " << N_index | 
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|  | 86 | << " to produce a rank " << N_destRank << " expression." << endl | 
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|  | 87 | << "You must reduce over rank " << N_destRank << " instead."); | 
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|  | 88 |  | 
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|  | 89 | TinyVector<int, N_destRank + 1> index; | 
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|  | 90 |  | 
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|  | 91 | // This metaprogram copies elements 0..N-1 of destIndex into index | 
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|  | 92 | _bz_meta_vecAssign<N_index, 0>::assign(index, destIndex, | 
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|  | 93 | _bz_update<int,int>()); | 
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|  | 94 |  | 
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|  | 95 | int lbound = iter_.lbound(N_index); | 
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|  | 96 | int ubound = iter_.ubound(N_index); | 
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|  | 97 |  | 
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|  | 98 | // NEEDS_WORK: replace with tiny(int()) and huge(int()) once | 
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|  | 99 | // <limits> widely available | 
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|  | 100 | BZPRECHECK((lbound != INT_MIN) && (ubound != INT_MAX), | 
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|  | 101 | "Array reduction performed over rank " << N_index | 
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|  | 102 | << " is unbounded." << endl | 
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|  | 103 | << "There must be an array object in the expression being reduced" | 
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|  | 104 | << endl << "which provides a bound in rank " << N_index << "."); | 
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|  | 105 |  | 
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|  | 106 | reduce_.reset(); | 
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|  | 107 |  | 
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|  | 108 | for (index[N_index] = iter_.lbound(N_index); | 
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|  | 109 | index[N_index] <= ubound; ++index[N_index]) | 
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|  | 110 | { | 
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|  | 111 | if (!reduce_(iter_(index), index[N_index])) | 
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|  | 112 | break; | 
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|  | 113 | } | 
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|  | 114 |  | 
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|  | 115 | return reduce_.result(ubound-lbound+1); | 
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|  | 116 | } | 
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|  | 117 |  | 
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|  | 118 | // If you have a precondition failure on this routine, it means | 
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|  | 119 | // you are trying to use stack iteration mode on an expression | 
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|  | 120 | // which contains an index placeholder.  You must use index | 
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|  | 121 | // iteration mode instead. | 
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|  | 122 | int operator*() | 
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|  | 123 | { | 
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|  | 124 | BZPRECONDITION(0); | 
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|  | 125 | return 0; | 
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|  | 126 | } | 
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|  | 127 |  | 
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|  | 128 | // See operator*() note | 
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|  | 129 | void push(int) | 
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|  | 130 | { | 
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|  | 131 | BZPRECONDITION(0); | 
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|  | 132 | } | 
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|  | 133 |  | 
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|  | 134 | // See operator*() note | 
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|  | 135 | void pop(int) | 
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|  | 136 | { | 
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|  | 137 | BZPRECONDITION(0); | 
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|  | 138 | } | 
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|  | 139 |  | 
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|  | 140 | // See operator*() note | 
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|  | 141 | void advance() | 
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|  | 142 | { | 
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|  | 143 | BZPRECONDITION(0); | 
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|  | 144 | } | 
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|  | 145 |  | 
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|  | 146 | // See operator*() note | 
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|  | 147 | void advance(int) | 
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|  | 148 | { | 
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|  | 149 | BZPRECONDITION(0); | 
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|  | 150 | } | 
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|  | 151 |  | 
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|  | 152 | // See operator*() note | 
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|  | 153 | void loadStride(int) | 
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|  | 154 | { | 
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|  | 155 | BZPRECONDITION(0); | 
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|  | 156 | } | 
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|  | 157 |  | 
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|  | 158 | _bz_bool isUnitStride(int rank) const | 
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|  | 159 | { | 
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|  | 160 | BZPRECONDITION(0); | 
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|  | 161 | return false; | 
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|  | 162 | } | 
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|  | 163 |  | 
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|  | 164 | void advanceUnitStride() | 
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|  | 165 | { | 
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|  | 166 | BZPRECONDITION(0); | 
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|  | 167 | } | 
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|  | 168 |  | 
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|  | 169 | _bz_bool canCollapse(int,int) const | 
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|  | 170 | {   BZPRECONDITION(0); return _bz_false; } | 
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|  | 171 |  | 
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|  | 172 | T_numtype operator[](int) | 
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|  | 173 | { | 
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|  | 174 | BZPRECONDITION(0); | 
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|  | 175 | return T_numtype(); | 
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|  | 176 | } | 
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|  | 177 |  | 
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|  | 178 | T_numtype fastRead(int) | 
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|  | 179 | { | 
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|  | 180 | BZPRECONDITION(0); | 
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|  | 181 | return T_numtype(); | 
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|  | 182 | } | 
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|  | 183 |  | 
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|  | 184 | int suggestStride(int) const | 
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|  | 185 | { | 
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|  | 186 | BZPRECONDITION(0); | 
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|  | 187 | return 0; | 
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|  | 188 | } | 
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|  | 189 |  | 
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|  | 190 | _bz_bool isStride(int,int) const | 
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|  | 191 | { | 
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|  | 192 | BZPRECONDITION(0); | 
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|  | 193 | return _bz_true; | 
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|  | 194 | } | 
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|  | 195 |  | 
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|  | 196 | template<int N_rank> | 
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|  | 197 | void moveTo(const TinyVector<int,N_rank>& i) | 
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|  | 198 | { | 
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|  | 199 | BZPRECONDITION(0); | 
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|  | 200 | return; | 
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|  | 201 | } | 
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|  | 202 |  | 
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|  | 203 | void prettyPrint(std::string& str, prettyPrintFormat& format) const | 
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|  | 204 | { | 
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|  | 205 | // NEEDS_WORK-- do real formatting for reductions | 
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|  | 206 | str += "reduce[NEEDS_WORK]("; | 
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|  | 207 | iter_.prettyPrint(str,format); | 
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|  | 208 | str += ")"; | 
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|  | 209 | } | 
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|  | 210 |  | 
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|  | 211 | template<class T_shape> | 
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|  | 212 | _bz_bool shapeCheck(const T_shape& shape) const | 
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|  | 213 | { | 
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|  | 214 | // NEEDS_WORK-- do a real shape check (tricky) | 
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|  | 215 | return _bz_true; | 
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|  | 216 | } | 
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|  | 217 |  | 
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|  | 218 | private: | 
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|  | 219 | _bz_ArrayExprReduce() { } | 
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|  | 220 |  | 
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|  | 221 | T_reduction reduce_; | 
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|  | 222 | T_expr iter_; | 
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|  | 223 | }; | 
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|  | 224 |  | 
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|  | 225 | #define BZ_DECL_ARRAY_PARTIAL_REDUCE(fn,reduction)                      \ | 
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|  | 226 | template<class T_expr, int N_index>                                     \ | 
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|  | 227 | inline                                                                  \ | 
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|  | 228 | _bz_ArrayExpr<_bz_ArrayExprReduce<_bz_ArrayExpr<T_expr>, N_index,       \ | 
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|  | 229 | reduction<_bz_typename T_expr::T_numtype> > >                       \ | 
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|  | 230 | fn(_bz_ArrayExpr<T_expr> expr, const IndexPlaceholder<N_index>&)        \ | 
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|  | 231 | {                                                                       \ | 
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|  | 232 | return _bz_ArrayExprReduce<_bz_ArrayExpr<T_expr>, N_index,          \ | 
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|  | 233 | reduction<_bz_typename T_expr::T_numtype> >(expr);              \ | 
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|  | 234 | }                                                                       \ | 
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|  | 235 | \ | 
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|  | 236 | template<class T_numtype, int N_rank, int N_index>                      \ | 
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|  | 237 | inline                                                                  \ | 
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|  | 238 | _bz_ArrayExpr<_bz_ArrayExprReduce<ArrayIterator<T_numtype,N_rank>,      \ | 
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|  | 239 | N_index, reduction<T_numtype> > >                                   \ | 
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|  | 240 | fn(const Array<T_numtype, N_rank>& array,                               \ | 
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|  | 241 | const IndexPlaceholder<N_index>&)                                   \ | 
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|  | 242 | {                                                                       \ | 
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|  | 243 | return _bz_ArrayExprReduce<ArrayIterator<T_numtype,N_rank>,         \ | 
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|  | 244 | N_index, reduction<T_numtype> > (array.begin());                \ | 
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|  | 245 | } | 
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|  | 246 |  | 
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|  | 247 | BZ_DECL_ARRAY_PARTIAL_REDUCE(sum,      ReduceSum) | 
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|  | 248 | BZ_DECL_ARRAY_PARTIAL_REDUCE(mean,     ReduceMean) | 
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|  | 249 | BZ_DECL_ARRAY_PARTIAL_REDUCE(min,      ReduceMin) | 
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|  | 250 | BZ_DECL_ARRAY_PARTIAL_REDUCE(minIndex, ReduceMinIndex) | 
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|  | 251 | BZ_DECL_ARRAY_PARTIAL_REDUCE(max,      ReduceMax) | 
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|  | 252 | BZ_DECL_ARRAY_PARTIAL_REDUCE(maxIndex, ReduceMaxIndex) | 
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|  | 253 | BZ_DECL_ARRAY_PARTIAL_REDUCE(product,  ReduceProduct) | 
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|  | 254 | BZ_DECL_ARRAY_PARTIAL_REDUCE(count,    ReduceCount) | 
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|  | 255 | BZ_DECL_ARRAY_PARTIAL_REDUCE(any,      ReduceAny) | 
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|  | 256 | BZ_DECL_ARRAY_PARTIAL_REDUCE(all,      ReduceAll) | 
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|  | 257 | BZ_DECL_ARRAY_PARTIAL_REDUCE(first,    ReduceFirst) | 
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|  | 258 |  | 
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|  | 259 | /* | 
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|  | 260 | * Complete reductions | 
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|  | 261 | */ | 
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|  | 262 |  | 
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|  | 263 | // Prototype of reduction function | 
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|  | 264 | template<class T_expr, class T_reduction> | 
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|  | 265 | _bz_typename T_reduction::T_resulttype | 
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|  | 266 | _bz_ArrayExprFullReduce(T_expr expr, T_reduction reduction); | 
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|  | 267 |  | 
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|  | 268 | #define BZ_DECL_ARRAY_FULL_REDUCE(fn,reduction)                         \ | 
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|  | 269 | template<class T_expr>                                                  \ | 
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|  | 270 | inline                                                                  \ | 
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|  | 271 | _bz_typename reduction<_bz_typename T_expr::T_numtype>::T_resulttype    \ | 
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|  | 272 | fn(_bz_ArrayExpr<T_expr> expr)                                          \ | 
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|  | 273 | {                                                                       \ | 
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|  | 274 | return _bz_ArrayExprFullReduce(expr,                                \ | 
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|  | 275 | reduction<_bz_typename T_expr::T_numtype>());                   \ | 
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|  | 276 | }                                                                       \ | 
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|  | 277 | \ | 
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|  | 278 | template<class T_numtype, int N_rank>                                   \ | 
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|  | 279 | inline                                                                  \ | 
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|  | 280 | _bz_typename reduction<T_numtype>::T_resulttype                         \ | 
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|  | 281 | fn(const Array<T_numtype, N_rank>& array)                               \ | 
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|  | 282 | {                                                                       \ | 
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|  | 283 | return _bz_ArrayExprFullReduce(array.begin(),                       \ | 
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|  | 284 | reduction<T_numtype>());                                        \ | 
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|  | 285 | } | 
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|  | 286 |  | 
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|  | 287 | BZ_DECL_ARRAY_FULL_REDUCE(sum,      ReduceSum) | 
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|  | 288 | BZ_DECL_ARRAY_FULL_REDUCE(mean,     ReduceMean) | 
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|  | 289 | BZ_DECL_ARRAY_FULL_REDUCE(min,      ReduceMin) | 
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|  | 290 | BZ_DECL_ARRAY_FULL_REDUCE(minIndex, ReduceMinIndex) | 
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|  | 291 | BZ_DECL_ARRAY_FULL_REDUCE(max,      ReduceMax) | 
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|  | 292 | BZ_DECL_ARRAY_FULL_REDUCE(maxIndex, ReduceMaxIndex) | 
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|  | 293 | BZ_DECL_ARRAY_FULL_REDUCE(product,  ReduceProduct) | 
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|  | 294 | BZ_DECL_ARRAY_FULL_REDUCE(count,    ReduceCount) | 
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|  | 295 | BZ_DECL_ARRAY_FULL_REDUCE(any,      ReduceAny) | 
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|  | 296 | BZ_DECL_ARRAY_FULL_REDUCE(all,      ReduceAll) | 
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|  | 297 | BZ_DECL_ARRAY_FULL_REDUCE(first,    ReduceFirst) | 
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|  | 298 |  | 
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|  | 299 | BZ_NAMESPACE_END | 
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|  | 300 |  | 
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|  | 301 | #include <blitz/array/reduce.cc> | 
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|  | 302 |  | 
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|  | 303 | #endif // BZ_ARRAYREDUCE_H | 
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