From 81f0e945318354a87f81ca0a703cb4f45a1635ed Mon Sep 17 00:00:00 2001 From: hemantmm Date: Fri, 14 Mar 2025 16:30:12 +0530 Subject: [PATCH 01/10] Refactor random number generation in JS benchmarks Signed-off-by: hemantmm --- .../dists/levy/cdf/benchmark/benchmark.js | 28 +++- .../dists/levy/ctor/benchmark/benchmark.js | 128 ++++++++++++++---- .../dists/levy/entropy/benchmark/benchmark.js | 16 ++- .../dists/levy/logcdf/benchmark/benchmark.js | 28 +++- .../dists/levy/logpdf/benchmark/benchmark.js | 28 +++- .../dists/levy/mean/benchmark/benchmark.js | 6 +- .../levy/mean/benchmark/benchmark.native.js | 6 +- .../levy/median/benchmark/benchmark.native.js | 6 +- .../dists/levy/mode/benchmark/benchmark.js | 8 +- .../levy/mode/benchmark/benchmark.native.js | 6 +- .../dists/levy/pdf/benchmark/benchmark.js | 28 +++- .../dists/levy/stdev/benchmark/benchmark.js | 6 +- .../levy/stdev/benchmark/benchmark.native.js | 6 +- .../levy/variance/benchmark/benchmark.js | 6 +- .../variance/benchmark/benchmark.native.js | 6 +- 15 files changed, 229 insertions(+), 83 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js index 490513e23d51..7387de229c91 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js @@ -21,7 +21,8 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -32,17 +33,25 @@ var cdf = require( './../lib' ); bench( pkg, function benchmark( b ) { var scale; + var len; var mu; var x; var y; var i; + len = 100; + mu = new Float64Array( len ); + scale = new Float64Array( len ); + x = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + mu[ i ] = uniform( -50.0, 50.0 ); + x[ i ] = uniform( mu[ i ], 50.0 ); + scale[ i ] = uniform( EPS, 20.0 ); + } + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - mu = ( randu()*100.0 ) - 50.0; - x = ( randu()*100.0 ) + mu; - scale = ( randu()*20.0 ) + EPS; - y = cdf( x, mu, scale ); + y = cdf( x[ i % len ], mu[ i % len ], scale[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -58,6 +67,7 @@ bench( pkg, function benchmark( b ) { bench( pkg+':factory', function benchmark( b ) { var mycdf; var scale; + var len; var mu; var x; var y; @@ -65,12 +75,16 @@ bench( pkg+':factory', function benchmark( b ) { mu = 0.0; scale = 1.5; + len = 100; + x = new Float64Array( len ); mycdf = cdf.factory( mu, scale ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( -4.0, 4.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = randu() * 4.0; - y = mycdf( x ); + y = mycdf( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js index 9f3f6aaaabd1..a1f8bb8635a2 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js @@ -21,7 +21,8 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -32,15 +33,22 @@ var Levy = require( './../lib' ); bench( pkg+'::instantiation', function benchmark( b ) { var dist; + var len; var mu; var c; var i; + len = 100; + mu = new Float64Array( len ); + c = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); + } + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - mu = ( randu() * 10.0 ) + EPS; - c = ( randu() * 10.0 ) + EPS; - dist = new Levy( mu, c ); + dist = new Levy( mu[ i % len ], c[ i % len ] ); if ( !( dist instanceof Levy ) ) { b.fail( 'should return a distribution instance' ); } @@ -81,6 +89,7 @@ bench( pkg+'::get:mu', function benchmark( b ) { bench( pkg+'::set:mu', function benchmark( b ) { var dist; + var len; var mu; var c; var y; @@ -88,13 +97,17 @@ bench( pkg+'::set:mu', function benchmark( b ) { mu = 2.0; c = 3.0; + len = 100; + y = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + y[ i ] = uniform( EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = ( 100.0*randu() ) + EPS; - dist.mu = y; - if ( dist.mu !== y ) { + dist.mu = y[ i % len ]; + if ( dist.mu !== y[ i % len ] ) { b.fail( 'should return set value' ); } } @@ -134,6 +147,7 @@ bench( pkg+'::get:c', function benchmark( b ) { bench( pkg+'::set:c', function benchmark( b ) { var dist; + var len; var mu; var c; var y; @@ -141,13 +155,17 @@ bench( pkg+'::set:c', function benchmark( b ) { mu = 2.0; c = 3.0; + len = 100; + y = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + y[ i ] = uniform( EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = ( 100.0*randu() ) + EPS; - dist.c = y; - if ( dist.c !== y ) { + dist.c = y[ i % len ]; + if ( dist.c !== y[ i % len ] ) { b.fail( 'should return set value' ); } } @@ -161,18 +179,25 @@ bench( pkg+'::set:c', function benchmark( b ) { bench( pkg+':entropy', function benchmark( b ) { var dist; + var len; var mu; + var x; var c; var y; var i; mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - dist.mu = ( 100.0*randu() ) + EPS; + dist.mu = x[ i % len ]; y = dist.entropy; if ( isnan( y ) ) { b.fail( 'should not return NaN' ); @@ -188,18 +213,25 @@ bench( pkg+':entropy', function benchmark( b ) { bench( pkg+':mean', function benchmark( b ) { var dist; + var len; var mu; + var x; var c; var y; var i; mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - dist.mu = ( 100.0*randu() ) + EPS; + dist.mu = x[ i % len ]; y = dist.mean; if ( isnan( y ) ) { b.fail( 'should not return NaN' ); @@ -215,18 +247,25 @@ bench( pkg+':mean', function benchmark( b ) { bench( pkg+':median', function benchmark( b ) { var dist; + var len; var mu; + var x; var c; var y; var i; mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - dist.mu = ( 100.0*randu() ) + EPS; + dist.mu = x[ i % len ]; y = dist.median; if ( isnan( y ) ) { b.fail( 'should not return NaN' ); @@ -242,18 +281,25 @@ bench( pkg+':median', function benchmark( b ) { bench( pkg+':mode', function benchmark( b ) { var dist; + var len; var mu; + var x; var c; var y; var i; mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( 1.0 + EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - dist.mu = ( 100.0*randu() ) + 1.0 + EPS; + dist.mu = x[ i % len ]; y = dist.mode; if ( isnan( y ) ) { b.fail( 'should not return NaN' ); @@ -269,18 +315,25 @@ bench( pkg+':mode', function benchmark( b ) { bench( pkg+':stdev', function benchmark( b ) { var dist; + var len; var mu; + var x; var c; var y; var i; mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - dist.mu = ( 100.0*randu() ) + EPS; + dist.mu = x[ i % len ]; y = dist.stdev; if ( isnan( y ) ) { b.fail( 'should not return NaN' ); @@ -296,18 +349,25 @@ bench( pkg+':stdev', function benchmark( b ) { bench( pkg+':variance', function benchmark( b ) { var dist; + var len; var mu; + var x; var c; var y; var i; mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( EPS, 100.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - dist.mu = ( 100.0*randu() ) + EPS; + dist.mu = x[ i % len ]; y = dist.variance; if ( isnan( y ) ) { b.fail( 'should not return NaN' ); @@ -323,6 +383,7 @@ bench( pkg+':variance', function benchmark( b ) { bench( pkg+':cdf', function benchmark( b ) { var dist; + var len; var mu; var c; var x; @@ -331,12 +392,16 @@ bench( pkg+':cdf', function benchmark( b ) { mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( -3.0, 6.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = ( randu()*6.0 ) - 3.0; - y = dist.cdf( x ); + y = dist.cdf( x[i % len] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -351,6 +416,7 @@ bench( pkg+':cdf', function benchmark( b ) { bench( pkg+':logpdf', function benchmark( b ) { var dist; + var len; var mu; var c; var x; @@ -359,12 +425,16 @@ bench( pkg+':logpdf', function benchmark( b ) { mu = 1.0; c = 2.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( -3.0, 6.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = ( randu()*6.0 ) - 3.0; - y = dist.logpdf( x ); + y = dist.logpdf( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -379,6 +449,7 @@ bench( pkg+':logpdf', function benchmark( b ) { bench( pkg+':pdf', function benchmark( b ) { var dist; + var len; var mu; var c; var x; @@ -387,12 +458,16 @@ bench( pkg+':pdf', function benchmark( b ) { mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( -3.0, 6.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = ( randu()*6.0 ) - 3.0; - y = dist.pdf( x ); + y = dist.pdf( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -407,6 +482,7 @@ bench( pkg+':pdf', function benchmark( b ) { bench( pkg+':quantile', function benchmark( b ) { var dist; + var len; var mu; var c; var x; @@ -415,12 +491,16 @@ bench( pkg+':quantile', function benchmark( b ) { mu = 2.0; c = 3.0; + len = 100; + x = new Float64Array( len ); dist = new Levy( mu, c ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( 0.0, 1.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = randu(); - y = dist.quantile( x ); + y = dist.quantile( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js index 3a70c9419df9..96cd850fdfcc 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js @@ -21,7 +21,8 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -31,16 +32,23 @@ var entropy = require( './../lib' ); // MAIN // bench( pkg, function benchmark( b ) { + var len; var mu; var c; var y; var i; + len = 100; + mu = new Float64Array( len ); + c = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); + } + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - mu = ( randu()*100.0 ) - 50.0; - c = ( randu()*20.0 ) + EPS; - y = entropy( mu, c ); + y = entropy( mu[ i % len ], c[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js index a85086c972f8..6ac6a3c7f028 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js @@ -21,7 +21,8 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -32,17 +33,25 @@ var logcdf = require( './../lib' ); bench( pkg, function benchmark( b ) { var scale; + var len; var mu; var x; var y; var i; + len = 100; + mu = new Float64Array( len ); + scale = new Float64Array( len ); + x = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + mu[ i ] = uniform( -50.0, 50.0 ); + x[ i ] = uniform( mu[ i ], 50.0 ); + scale[ i ] = uniform( EPS, 20.0 ); + } + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - mu = ( randu()*100.0 ) - 50.0; - x = ( randu()*100.0 ) + mu; - scale = ( randu()*20.0 ) + EPS; - y = logcdf( x, mu, scale ); + y = logcdf( x[ i % len ], mu[ i % len ], scale[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -58,19 +67,24 @@ bench( pkg, function benchmark( b ) { bench( pkg+':factory', function benchmark( b ) { var mylogcdf; var scale; + var len; var mu; var x; var y; var i; mu = 0.0; + len = 100; scale = 1.5; mylogcdf = logcdf.factory( mu, scale ); + x = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + x[ i ] = uniform( -2.0, 2.0 ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = randu() * 4.0; - y = mylogcdf( x ); + y = mylogcdf( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js index ad9500664935..0a17c157ea53 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js @@ -21,7 +21,8 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -31,18 +32,26 @@ var logpdf = require( './../lib' ); // MAIN // bench( pkg, function benchmark( b ) { + var len; var mu; var s; var x; var y; var i; + len = 100; + mu = new Float64Array( len ); + s = new Float64Array( len ); + x = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + mu[ i ] = ( uniform( -10.0, 10.0 ) ); + x[ i ] = ( uniform( mu[ i ], 10.0 ) ); + s[ i ] = ( uniform( EPS, 5.0 ) ); + } + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - mu = ( randu()*20.0 ) - 10.0; - x = ( randu()*40.0 ) + mu; - s = ( randu()*5.0 ) + EPS; - y = logpdf( x, mu, s ); + y = logpdf( x[ i % len ], mu[ i % len ], s[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -57,6 +66,7 @@ bench( pkg, function benchmark( b ) { bench( pkg+':factory', function benchmark( b ) { var mylogpdf; + var len; var mu; var s; var x; @@ -65,12 +75,16 @@ bench( pkg+':factory', function benchmark( b ) { mu = 10.0; s = 4.0; + len = 100; mylogpdf = logpdf.factory( mu, s ); + x = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + x[ i ] = ( uniform( -2.0, 2.0 ) ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = randu() * 50.0; - y = mylogpdf( x ); + y = mylogpdf( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js index 09b800d9e12d..8e6a066de8f9 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js @@ -21,7 +21,7 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var Float64Array = require( '@stdlib/array/float64' ); var EPS = require( '@stdlib/constants/float64/eps' ); @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js index 7dbd8c4a0798..2973f25a0db7 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js @@ -24,7 +24,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); var Float64Array = require( '@stdlib/array/float64' ); var EPS = require( '@stdlib/constants/float64/eps' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); var pkg = require( './../package.json' ).name; @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js index 4a6d20123966..dd751c90d09b 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js @@ -24,9 +24,9 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); var Float64Array = require( '@stdlib/array/float64' ); var EPS = require( '@stdlib/constants/float64/eps' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); -var uniform = require( '@stdlib/random/base/uniform' ); var pkg = require( './../package.json' ).name; @@ -51,6 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 + EPS ); } @@ -68,4 +70,4 @@ bench( pkg+'::native', opts, function benchmark( b ) { } b.pass( 'benchmark finished' ); b.end(); -}); +}); \ No newline at end of file diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js index d6c2810a4508..88bebaa373d5 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js @@ -21,9 +21,9 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); -var isnan = require( '@stdlib/math/base/assert/is-nan' ); var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/base/uniform' ); +var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; var mode = require( './../lib' ); @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js index d15c89664e8b..436b1337dc26 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js @@ -23,7 +23,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); var Float64Array = require( '@stdlib/array/float64' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var tryRequire = require( '@stdlib/utils/try-require' ); @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js index 57be2183b607..9df8d9f0f97d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js @@ -21,7 +21,8 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -31,18 +32,26 @@ var pdf = require( './../lib' ); // MAIN // bench( pkg, function benchmark( b ) { + var len; var mu; var s; var x; var y; var i; + len = 100; + mu = new Float64Array( len ); + s = new Float64Array( len ); + x = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + mu[ i ] = ( uniform( -10.0, 10.0 ) ); + x[ i ] = ( uniform( mu[ i ], 10.0 ) ); + s[ i ] = ( uniform( EPS, 5.0 ) ); + } + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - mu = ( randu()*20.0 ) - 10.0; - x = ( randu()*40.0 ) + mu; - s = ( randu()*5.0 ) + EPS; - y = pdf( x, mu, s ); + y = pdf( x[ i % len ], mu[ i % len ], s[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -57,6 +66,7 @@ bench( pkg, function benchmark( b ) { bench( pkg+':factory', function benchmark( b ) { var mypdf; + var len; var mu; var s; var x; @@ -65,12 +75,16 @@ bench( pkg+':factory', function benchmark( b ) { mu = 10.0; s = 4.0; + len = 100; mypdf = pdf.factory( mu, s ); + x = new Float64Array( len ); + for ( i = 0; i < len; i++ ) { + x[ i ] = ( uniform( 0.0, 50.0 ) ); + } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = randu() * 50.0; - y = mypdf( x ); + y = mypdf( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js index 1b9d8278fa8f..0117f31b859d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js @@ -21,7 +21,7 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var Float64Array = require( '@stdlib/array/float64' ); var EPS = require( '@stdlib/constants/float64/eps' ); @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js index a1735043bad1..017a73df3830 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js @@ -23,7 +23,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); var Float64Array = require( '@stdlib/array/float64' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/base/uniform' ); var EPS = require( '@stdlib/constants/float64/eps' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js index 3c565520147d..422ceeacb2bf 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js @@ -22,7 +22,7 @@ var bench = require( '@stdlib/bench' ); var Float64Array = require( '@stdlib/array/float64' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js index 62dfce1f9423..c42c0a2d8f31 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js @@ -24,7 +24,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); var Float64Array = require( '@stdlib/array/float64' ); var tryRequire = require( '@stdlib/utils/try-require' ); -var randu = require( '@stdlib/random/base/randu' ); +var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( randu() * 100.0 ) - 50.0; - c[ i ] = ( randu() * 20.0 ) + EPS; + mu[ i ] = ( uniform( -50.0, 50.0 ) ); + c[ i ] = ( uniform( EPS, 20.0 ) ); } b.tic(); From d9db1deed6256350589eb7d6eca275739d877dbd Mon Sep 17 00:00:00 2001 From: hemantmm Date: Fri, 14 Mar 2025 16:33:58 +0530 Subject: [PATCH 02/10] new line added Signed-off-by: hemantmm --- .../stats/base/dists/levy/median/benchmark/benchmark.native.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js index dd751c90d09b..4dc7200757b0 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js @@ -70,4 +70,4 @@ bench( pkg+'::native', opts, function benchmark( b ) { } b.pass( 'benchmark finished' ); b.end(); -}); \ No newline at end of file +}); From 19543b1f2634e56e5e30b3723868d2ed0e2514d7 Mon Sep 17 00:00:00 2001 From: hemantmm Date: Fri, 14 Mar 2025 16:36:33 +0530 Subject: [PATCH 03/10] removed outside brackets Signed-off-by: hemantmm --- .../@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js index a1f8bb8635a2..b0398da95e40 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js @@ -42,8 +42,8 @@ bench( pkg+'::instantiation', function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); From 191511b973aafa0ba7152e6f569a11ea6ad9eb8e Mon Sep 17 00:00:00 2001 From: hemantmm Date: Fri, 14 Mar 2025 18:25:50 +0530 Subject: [PATCH 04/10] changes made Signed-off-by: hemantmm --- .../@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js | 4 ++-- .../stats/base/dists/levy/entropy/benchmark/benchmark.js | 4 ++-- .../stats/base/dists/levy/logcdf/benchmark/benchmark.js | 4 ++-- .../stats/base/dists/levy/logpdf/benchmark/benchmark.js | 4 ++-- .../@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js | 4 ++-- .../stats/base/dists/levy/mean/benchmark/benchmark.native.js | 4 ++-- .../stats/base/dists/levy/median/benchmark/benchmark.js | 2 +- .../base/dists/levy/median/benchmark/benchmark.native.js | 4 +--- .../@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js | 4 ++-- .../stats/base/dists/levy/mode/benchmark/benchmark.native.js | 2 +- .../@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js | 2 +- .../stats/base/dists/levy/quantile/benchmark/benchmark.js | 2 +- .../base/dists/levy/quantile/benchmark/benchmark.native.js | 2 +- .../stats/base/dists/levy/stdev/benchmark/benchmark.js | 4 ++-- .../stats/base/dists/levy/stdev/benchmark/benchmark.native.js | 4 ++-- .../stats/base/dists/levy/variance/benchmark/benchmark.js | 4 ++-- .../base/dists/levy/variance/benchmark/benchmark.native.js | 4 ++-- 17 files changed, 28 insertions(+), 30 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js index 7387de229c91..58fb5ad3ae03 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js @@ -45,7 +45,7 @@ bench( pkg, function benchmark( b ) { x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { mu[ i ] = uniform( -50.0, 50.0 ); - x[ i ] = uniform( mu[ i ], 50.0 ); + x[ i ] = uniform( mu[ i ], 100.0 ); scale[ i ] = uniform( EPS, 20.0 ); } @@ -79,7 +79,7 @@ bench( pkg+':factory', function benchmark( b ) { x = new Float64Array( len ); mycdf = cdf.factory( mu, scale ); for ( i = 0; i < len; i++ ) { - x[ i ] = uniform( -4.0, 4.0 ); + x[ i ] = uniform( 0.0, 4.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js index 96cd850fdfcc..8eeb810d0b33 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js index 6ac6a3c7f028..b51e9106d5b8 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js @@ -45,7 +45,7 @@ bench( pkg, function benchmark( b ) { x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { mu[ i ] = uniform( -50.0, 50.0 ); - x[ i ] = uniform( mu[ i ], 50.0 ); + x[ i ] = uniform( mu[ i ], 100.0 ); scale[ i ] = uniform( EPS, 20.0 ); } @@ -79,7 +79,7 @@ bench( pkg+':factory', function benchmark( b ) { mylogcdf = logcdf.factory( mu, scale ); x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - x[ i ] = uniform( -2.0, 2.0 ); + x[ i ] = uniform( 0.0, 4.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js index 0a17c157ea53..acf2a5af793d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js @@ -45,7 +45,7 @@ bench( pkg, function benchmark( b ) { x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { mu[ i ] = ( uniform( -10.0, 10.0 ) ); - x[ i ] = ( uniform( mu[ i ], 10.0 ) ); + x[ i ] = ( uniform( mu[ i ], 100.0 ) ); s[ i ] = ( uniform( EPS, 5.0 ) ); } @@ -79,7 +79,7 @@ bench( pkg+':factory', function benchmark( b ) { mylogpdf = logpdf.factory( mu, s ); x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - x[ i ] = ( uniform( -2.0, 2.0 ) ); + x[ i ] = uniform( 0.0, 4.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js index 8e6a066de8f9..8e63632831d8 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js index 2973f25a0db7..c7547dbb5b1e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js index 515172c01cb3..37ee0296a0c3 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js @@ -42,7 +42,7 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( -50.0, 50.0 ); + mu[ i ] = uniform( EPS, 10.0 ); c[ i ] = uniform( EPS, 20.0 + EPS ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js index 4dc7200757b0..7d5dc24a08d8 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js @@ -51,9 +51,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); - mu[ i ] = uniform( -50.0, 50.0 ); + mu[ i ] = uniform( EPS, 10.0 ); c[ i ] = uniform( EPS, 20.0 + EPS ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js index 88bebaa373d5..fa022f90565e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js index 436b1337dc26..9568a01aeb93 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js @@ -51,7 +51,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); + mu[ i ] = ( uniform( EPS, 10.0 ) ); c[ i ] = ( uniform( EPS, 20.0 ) ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js index 9df8d9f0f97d..7aa711d5d476 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js @@ -79,7 +79,7 @@ bench( pkg+':factory', function benchmark( b ) { mypdf = pdf.factory( mu, s ); x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - x[ i ] = ( uniform( 0.0, 50.0 ) ); + x[ i ] = ( uniform( 0.0, 4.0 ) ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js index 340f9d511205..0776bbc6c756 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js @@ -45,7 +45,7 @@ bench( pkg, function benchmark( b ) { c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { p[ i ] = uniform( 0.0, 1.0 ); - mu[ i ] = uniform( -10.0, 10.0 ); + mu[ i ] = uniform( EPS, 10.0 ); c[ i ] = uniform( EPS, 5.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js index 487c97eb66a1..8a3f4c11d0f3 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js @@ -54,7 +54,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { p[ i ] = uniform( 0.0, 1.0 ); - mu[ i ] = uniform( -10.0, 10.0 ); + mu[ i ] = uniform( EPS, 10.0 ); c[ i ] = uniform( EPS, 5.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js index 0117f31b859d..f1e69f91466f 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js index 017a73df3830..7e38b06374fc 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js index 422ceeacb2bf..29b36adaa81a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js @@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js index c42c0a2d8f31..c5d91b29bebf 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -50.0, 50.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( EPS, 10.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); From e08bc5a0d4807b500724c4e9010d6c37c104610f Mon Sep 17 00:00:00 2001 From: Athan Date: Sat, 22 Mar 2025 16:10:42 -0700 Subject: [PATCH 05/10] Apply suggestions from code review Signed-off-by: Athan --- .../stats/base/dists/levy/ctor/benchmark/benchmark.js | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js index b0398da95e40..ed3d90c68894 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js @@ -396,12 +396,12 @@ bench( pkg+':cdf', function benchmark( b ) { x = new Float64Array( len ); dist = new Levy( mu, c ); for ( i = 0; i < len; i++ ) { - x[ i ] = uniform( -3.0, 6.0 ); + x[ i ] = uniform( -3.0, 3.0 ); } b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = dist.cdf( x[i % len] ); + y = dist.cdf( x[ i % len ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -429,7 +429,7 @@ bench( pkg+':logpdf', function benchmark( b ) { x = new Float64Array( len ); dist = new Levy( mu, c ); for ( i = 0; i < len; i++ ) { - x[ i ] = uniform( -3.0, 6.0 ); + x[ i ] = uniform( -3.0, 3.0 ); } b.tic(); @@ -462,7 +462,7 @@ bench( pkg+':pdf', function benchmark( b ) { x = new Float64Array( len ); dist = new Levy( mu, c ); for ( i = 0; i < len; i++ ) { - x[ i ] = uniform( -3.0, 6.0 ); + x[ i ] = uniform( -3.0, 3.0 ); } b.tic(); From 1dd0b2bd55e7c7a510c2720bd5238da415f98296 Mon Sep 17 00:00:00 2001 From: Athan Date: Sat, 22 Mar 2025 16:14:43 -0700 Subject: [PATCH 06/10] Discard changes to lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js --- .../@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js index 37ee0296a0c3..515172c01cb3 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js @@ -42,7 +42,7 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 + EPS ); } From f8feef5d6bc4a67613ad02bd23fd06a01cb64375 Mon Sep 17 00:00:00 2001 From: Athan Date: Sat, 22 Mar 2025 16:14:57 -0700 Subject: [PATCH 07/10] Discard changes to lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js --- .../base/dists/levy/median/benchmark/benchmark.native.js | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js index 7d5dc24a08d8..4a6d20123966 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.native.js @@ -24,9 +24,9 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); var Float64Array = require( '@stdlib/array/float64' ); var EPS = require( '@stdlib/constants/float64/eps' ); -var uniform = require( '@stdlib/random/base/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); +var uniform = require( '@stdlib/random/base/uniform' ); var pkg = require( './../package.json' ).name; @@ -51,7 +51,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 + EPS ); } From 13108d8b22a81f860e7c6274edf2c8360d21e3d3 Mon Sep 17 00:00:00 2001 From: Athan Date: Sat, 22 Mar 2025 16:17:11 -0700 Subject: [PATCH 08/10] Discard changes to lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js --- .../stats/base/dists/levy/quantile/benchmark/benchmark.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js index 0776bbc6c756..340f9d511205 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js @@ -45,7 +45,7 @@ bench( pkg, function benchmark( b ) { c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { p[ i ] = uniform( 0.0, 1.0 ); - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -10.0, 10.0 ); c[ i ] = uniform( EPS, 5.0 ); } From eea87980b06c804de778439665a43c11e4d8797b Mon Sep 17 00:00:00 2001 From: Athan Date: Sat, 22 Mar 2025 16:17:19 -0700 Subject: [PATCH 09/10] Discard changes to lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js --- .../base/dists/levy/quantile/benchmark/benchmark.native.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js index 8a3f4c11d0f3..487c97eb66a1 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.native.js @@ -54,7 +54,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { p[ i ] = uniform( 0.0, 1.0 ); - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -10.0, 10.0 ); c[ i ] = uniform( EPS, 5.0 ); } From b0f6bffd77a022c7b55e6a1a8e2a8775b23c2532 Mon Sep 17 00:00:00 2001 From: Athan Date: Sat, 22 Mar 2025 16:19:17 -0700 Subject: [PATCH 10/10] Apply suggestions from code review Signed-off-by: Athan --- .../stats/base/dists/levy/entropy/benchmark/benchmark.js | 2 +- .../stats/base/dists/levy/logpdf/benchmark/benchmark.js | 6 +++--- .../stats/base/dists/levy/mean/benchmark/benchmark.js | 2 +- .../base/dists/levy/mean/benchmark/benchmark.native.js | 2 +- .../stats/base/dists/levy/mode/benchmark/benchmark.js | 2 +- .../base/dists/levy/mode/benchmark/benchmark.native.js | 4 ++-- .../stats/base/dists/levy/pdf/benchmark/benchmark.js | 8 ++++---- .../stats/base/dists/levy/stdev/benchmark/benchmark.js | 2 +- .../base/dists/levy/stdev/benchmark/benchmark.native.js | 2 +- .../stats/base/dists/levy/variance/benchmark/benchmark.js | 2 +- .../dists/levy/variance/benchmark/benchmark.native.js | 2 +- 11 files changed, 17 insertions(+), 17 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js index 8eeb810d0b33..e4b0285f430e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js @@ -42,7 +42,7 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js index acf2a5af793d..a3fd333612dd 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js @@ -44,9 +44,9 @@ bench( pkg, function benchmark( b ) { s = new Float64Array( len ); x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -10.0, 10.0 ) ); - x[ i ] = ( uniform( mu[ i ], 100.0 ) ); - s[ i ] = ( uniform( EPS, 5.0 ) ); + mu[ i ] = uniform( -10.0, 10.0 ); + x[ i ] = uniform( mu[ i ], 100.0 ); + s[ i ] = uniform( EPS, 5.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js index 8e63632831d8..ba74e1587117 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js @@ -42,7 +42,7 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js index c7547dbb5b1e..3fc5c2663f99 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js @@ -51,7 +51,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js index fa022f90565e..ae6cc914cab3 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js @@ -42,7 +42,7 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js index 9568a01aeb93..40d7afc0493b 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js @@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( EPS, 10.0 ) ); - c[ i ] = ( uniform( EPS, 20.0 ) ); + mu[ i ] = uniform( -50.0, 50.0 ); + c[ i ] = uniform( EPS, 20.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js index 7aa711d5d476..493c3ea69d37 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js @@ -44,9 +44,9 @@ bench( pkg, function benchmark( b ) { s = new Float64Array( len ); x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = ( uniform( -10.0, 10.0 ) ); - x[ i ] = ( uniform( mu[ i ], 10.0 ) ); - s[ i ] = ( uniform( EPS, 5.0 ) ); + mu[ i ] = uniform( -10.0, 10.0 ); + x[ i ] = uniform( mu[ i ], 40.0 ); + s[ i ] = uniform( EPS, 5.0 ); } b.tic(); @@ -79,7 +79,7 @@ bench( pkg+':factory', function benchmark( b ) { mypdf = pdf.factory( mu, s ); x = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - x[ i ] = ( uniform( 0.0, 4.0 ) ); + x[ i ] = uniform( 0.0, 50.0 ); } b.tic(); diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js index f1e69f91466f..9dc0b0375d11 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js @@ -42,7 +42,7 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js index 7e38b06374fc..eebdcdf2254c 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js @@ -51,7 +51,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js index 29b36adaa81a..2cccd85a614c 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.js @@ -42,7 +42,7 @@ bench( pkg, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js index c5d91b29bebf..497de6f73d7a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/benchmark/benchmark.native.js @@ -51,7 +51,7 @@ bench( pkg+'::native', opts, function benchmark( b ) { mu = new Float64Array( len ); c = new Float64Array( len ); for ( i = 0; i < len; i++ ) { - mu[ i ] = uniform( EPS, 10.0 ); + mu[ i ] = uniform( -50.0, 50.0 ); c[ i ] = uniform( EPS, 20.0 ); }