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feat: add accessor arrays support to blas/ext/base/gcusumkbn2
#5009
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feat: add accessor arrays support
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118 changes: 118 additions & 0 deletions
118
lib/node_modules/@stdlib/blas/ext/base/gcusumkbn2/lib/accessors.js
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/** | ||
* @license Apache-2.0 | ||
* | ||
* Copyright (c) 2025 The Stdlib Authors. | ||
* | ||
* Licensed 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. | ||
*/ | ||
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'use strict'; | ||
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// MODULES // | ||
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var abs = require( '@stdlib/math/base/special/abs' ); | ||
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// MAIN // | ||
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/** | ||
* Computes the cumulative sum of strided array elements using a second-order iterative Kahan–Babuška algorithm. | ||
* | ||
* ## Method | ||
* | ||
* - This implementation uses a second-order iterative Kahan–Babuška algorithm, as described by Klein (2005). | ||
* | ||
* ## References | ||
* | ||
* - Klein, Andreas. 2005. "A Generalized Kahan-Babuška-Summation-Algorithm." _Computing_ 76 (3): 279–93. doi:[10.1007/s00607-005-0139-x](https://doi.org/10.1007/s00607-005-0139-x). | ||
* | ||
* @private | ||
* @param {PositiveInteger} N - number of indexed elements | ||
* @param {number} sum - initial sum | ||
* @param {Object} x - input array object | ||
* @param {Collection} x.data - input array data | ||
* @param {Array<Function>} x.accessors - array element accessors | ||
* @param {integer} strideX - stride length for `x` | ||
* @param {NonNegativeInteger} offsetX - starting index for `x` | ||
* @param {Object} y - output array object | ||
* @param {Collection} y.data - output array data | ||
* @param {Array<Function>} y.accessors - array element accessors | ||
* @param {integer} strideY - stride length for `y` | ||
* @param {NonNegativeInteger} offsetY - starting index for `y` | ||
* @returns {Object} output array object | ||
* | ||
* @example | ||
* var toAccessorArray = require( '@stdlib/array/base/to-accessor-array' ); | ||
* var arraylike2object = require( '@stdlib/array/base/arraylike2object' ); | ||
* | ||
* var x = toAccessorArray( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] ); | ||
* var y = toAccessorArray( [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] ); | ||
* | ||
* gcusumkbn( 4, 5.0, arraylike2object( x ), 2, 1 ); | ||
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*/ | ||
function gcusumkbn2( N, sum, x, strideX, offsetX, y, strideY, offsetY ) { | ||
var xbuf; | ||
var ybuf; | ||
var xget; | ||
var yset; | ||
var ccs; | ||
var ix; | ||
var iy; | ||
var cs; | ||
var cc; | ||
var v; | ||
var t; | ||
var c; | ||
var i; | ||
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// Cache reference to array data: | ||
xbuf = x.data; | ||
ybuf = y.data; | ||
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// Cache reference to the element accessors: | ||
xget = x.accessors[ 0 ]; | ||
yset = y.accessors[ 1 ]; | ||
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ix = offsetX; | ||
iy = offsetY; | ||
ccs = 0.0; // second order correction term for lost low order bits | ||
cs = 0.0; // first order correction term for lost low order bits | ||
for ( i = 0; i < N; i++ ) { | ||
v = xget( xbuf, ix ); | ||
t = sum + v; | ||
if ( abs( sum ) >= abs( v ) ) { | ||
c = (sum-t) + v; | ||
} else { | ||
c = (v-t) + sum; | ||
} | ||
sum = t; | ||
t = cs + c; | ||
if ( abs( cs ) >= abs( c ) ) { | ||
cc = (cs-t) + c; | ||
} else { | ||
cc = (c-t) + cs; | ||
} | ||
cs = t; | ||
ccs += cc; | ||
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yset( ybuf, iy, sum + cs + ccs ); | ||
ix += strideX; | ||
iy += strideY; | ||
} | ||
return y; | ||
} | ||
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// EXPORTS // | ||
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module.exports = gcusumkbn2; |
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