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‎CHANGELOG.md‎

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### Features
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- [`a12ba0a`](https://github.com/stdlib-js/stdlib/commit/a12ba0a26b7e11e99b04627e57a1dd2f21ca4ad0) - add `ndarray/base/tile` [(#11499)](https://github.com/stdlib-js/stdlib/pull/11499)
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- [`97fd5b7`](https://github.com/stdlib-js/stdlib/commit/97fd5b7de7e74e99e0ffb4ccd27c5ae555aa02cb) - add `toUnflattened` to namespace
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- [`737511b`](https://github.com/stdlib-js/stdlib/commit/737511bad0cbe580a8771094f13ef75fd8975f01) - add `ndarray/base/to-unflattened` [(#11493)](https://github.com/stdlib-js/stdlib/pull/11493)
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- [`886ad4c`](https://github.com/stdlib-js/stdlib/commit/886ad4c592bb63614a1aedc2f6db0895eb737a01) - add `fullBy` to namespace
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<details>
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- [`a12ba0a`](https://github.com/stdlib-js/stdlib/commit/a12ba0a26b7e11e99b04627e57a1dd2f21ca4ad0) - **feat:** add `ndarray/base/tile` [(#11499)](https://github.com/stdlib-js/stdlib/pull/11499) _(by Muhammad Haris, Athan Reines)_
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- [`2505815`](https://github.com/stdlib-js/stdlib/commit/25058156cf7b1138c5c33209a5143100c376b46d) - **docs:** update namespace table of contents [(#11520)](https://github.com/stdlib-js/stdlib/pull/11520) _(by stdlib-bot)_
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- [`3af178c`](https://github.com/stdlib-js/stdlib/commit/3af178cc07862b3070234245f015a4bdc8370acb) - **style:** use single quotes for require calls [(#11516)](https://github.com/stdlib-js/stdlib/pull/11516) _(by Philipp Burckhardt)_
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- [`5426e50`](https://github.com/stdlib-js/stdlib/commit/5426e503c7239b8672e8f2c9621ec0dfc9dcf391) - **docs:** improve doctests for ndarray instances in `ndarray/to-reversed` [(#11506)](https://github.com/stdlib-js/stdlib/pull/11506) _(by Uday Kakade, Athan Reines)_

‎base/tile/README.md‎

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<!--
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@license Apache-2.0
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Copyright (c) 2026 The Stdlib Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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# tile
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> Return an [ndarray][@stdlib/ndarray/base/ctor] created by repeating the elements of an input [ndarray][@stdlib/ndarray/base/ctor] a specified number of times along each dimension.
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<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
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<section class="intro">
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</section>
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<!-- /.intro -->
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<!-- Package usage documentation. -->
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<section class="usage">
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## Usage
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```javascript
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var tile = require( '@stdlib/ndarray/base/tile' );
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```
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#### tile( x, reps )
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Returns an [ndarray][@stdlib/ndarray/base/ctor] created by repeating the elements of an input [ndarray][@stdlib/ndarray/base/ctor] a specified number of times along each dimension.
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```javascript
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var array = require( '@stdlib/ndarray/array' );
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var x = array( [ [ 1, 2 ], [ 3, 4 ] ] );
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// returns <ndarray>[ [ 1, 2 ], [ 3, 4 ] ]
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var y = tile( x, [ 2, 2 ] );
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// returns <ndarray>[ [ 1, 2, 1, 2 ], [ 3, 4, 3, 4 ], [ 1, 2, 1, 2 ], [ 3, 4, 3, 4 ] ]
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```
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The function accepts the following arguments:
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- **x**: input [ndarray][@stdlib/ndarray/base/ctor].
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- **reps**: list specifying the number of times to repeat elements of an input [ndarray][@stdlib/ndarray/base/ctor] along each dimension.
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</section>
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<!-- /.usage -->
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<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="notes">
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## Notes
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- The number of repetitions must have at least as many elements as the number of input dimensions. When the number of repetitions exceeds the number of input dimensions, the input [ndarray][@stdlib/ndarray/base/ctor] is treated as if singleton dimensions were prepended.
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- The function always copies data to a new [ndarray][@stdlib/ndarray/base/ctor].
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</section>
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<!-- /.notes -->
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<!-- Package usage examples. -->
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<section class="examples">
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## Examples
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<!-- eslint no-undef: "error" -->
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```javascript
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var array = require( '@stdlib/ndarray/array' );
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var ndarray2array = require( '@stdlib/ndarray/to-array' );
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var tile = require( '@stdlib/ndarray/base/tile' );
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// Create a 2x2 array:
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var x = array( [ [ 1, 2 ], [ 3, 4 ] ] );
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console.log( ndarray2array( x ) );
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// Tile the array to 4x4:
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var out = tile( x, [ 2, 2 ] );
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console.log( ndarray2array( out ) );
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```
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</section>
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<!-- /.examples -->
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<!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="references">
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</section>
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<!-- /.references -->
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<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
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<section class="related">
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</section>
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<!-- /.related -->
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<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="links">
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[@stdlib/ndarray/base/ctor]: https://github.com/stdlib-js/ndarray/tree/main/base/ctor
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</section>
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<!-- /.links -->

‎base/tile/benchmark/benchmark.js‎

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/**
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* @license Apache-2.0
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*
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* Copyright (c) 2026 The Stdlib Authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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'use strict';
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// MODULES //
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var bench = require( '@stdlib/bench' );
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var Float64Array = require( '@stdlib/array/float64' );
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var ndarrayBase = require( './../../../base/ctor' );
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var ndarray = require( './../../../ctor' );
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var isndarrayLike = require( '@stdlib/assert/is-ndarray-like' );
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var format = require( '@stdlib/string/format' );
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var pkg = require( './../package.json' ).name;
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var tile = require( './../lib' );
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// MAIN //
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bench( format( '%s::ctor=base,ndims=2,order=row-major', pkg ), function benchmark( b ) {
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var strides;
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var values;
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var buffer;
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var offset;
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var dtype;
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var shape;
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var order;
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var out;
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var i;
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dtype = 'float64';
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buffer = new Float64Array( 4 );
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shape = [ 2, 2 ];
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strides = [ 2, 1 ];
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offset = 0;
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order = 'row-major';
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values = [
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ndarrayBase( dtype, buffer, shape, strides, offset, order ),
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ndarrayBase( dtype, buffer, shape, strides, offset, order ),
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ndarrayBase( dtype, buffer, shape, strides, offset, order ),
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ndarrayBase( dtype, buffer, shape, strides, offset, order ),
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ndarrayBase( dtype, buffer, shape, strides, offset, order )
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];
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = tile( values[ i%values.length ], [ 2, 2 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an object' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});
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bench( format( '%s::ctor=non-base,ndims=2,order=row-major', pkg ), function benchmark( b ) {
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var strides;
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var values;
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var buffer;
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var offset;
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var dtype;
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var shape;
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var order;
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var out;
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var i;
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dtype = 'float64';
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buffer = new Float64Array( 4 );
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shape = [ 2, 2 ];
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strides = [ 2, 1 ];
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offset = 0;
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order = 'row-major';
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values = [
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ndarray( dtype, buffer, shape, strides, offset, order ),
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ndarray( dtype, buffer, shape, strides, offset, order ),
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ndarray( dtype, buffer, shape, strides, offset, order ),
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ndarray( dtype, buffer, shape, strides, offset, order ),
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ndarray( dtype, buffer, shape, strides, offset, order )
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];
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = tile( values[ i%values.length ], [ 2, 2 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an object' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});

‎base/tile/benchmark/benchmark.ndims.js‎

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/**
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* @license Apache-2.0
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*
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* Copyright (c) 2026 The Stdlib Authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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'use strict';
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// MODULES //
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var bench = require( '@stdlib/bench' );
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var array = require( './../../../array' );
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var isndarrayLike = require( '@stdlib/assert/is-ndarray-like' );
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var format = require( '@stdlib/string/format' );
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var pkg = require( './../package.json' ).name;
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var tile = require( './../lib' );
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// FUNCTIONS //
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/**
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* Creates a benchmark function.
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*
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* @private
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* @param {PositiveInteger} ndims - number of output dimensions
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* @returns {Function} benchmark function
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*/
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function createBenchmark( ndims ) {
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var reps;
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var x;
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var i;
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x = array( [ [ 1, 2 ], [ 3, 4 ] ] );
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reps = [];
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for ( i = 0; i < ndims; i++ ) {
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reps.push( 1 );
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}
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reps[ ndims-1 ] = 2;
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if ( ndims >= 2 ) {
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reps[ ndims-2 ] = 2;
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}
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return benchmark;
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/**
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* Benchmark function.
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*
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* @private
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* @param {Benchmark} b - benchmark instance
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*/
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function benchmark( b ) {
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var out;
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var i;
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = tile( x, reps );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an object' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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}
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}
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// MAIN //
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/**
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* Main execution sequence.
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*
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* @private
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*/
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function main() {
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var min;
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var max;
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var f;
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var i;
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min = 2;
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max = 10;
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for ( i = min; i <= max; i++ ) {
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f = createBenchmark( i );
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bench( format( '%s::ctor=non-base,ndims=%d,order=row-major', pkg, i ), f );
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}
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}
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main();

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