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June 18, 2014 19:27
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abstract_anonymous_after
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{ | |
"metadata": { | |
"language": "Julia", | |
"name": "", | |
"signature": "sha256:e4991cde234b104b1f7077d9c0d16d41f1d359e58c1c2f3900573a7b513d4566" | |
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## ProfileView Example AFTER - using named functions\n", | |
"#### in float(A::AbstractArray) and complex(A::AbstractArray) \n", | |
"https://github.com/JuliaLang/julia/blob/master/base/profile.jl" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"using ProfileView" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 1 | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### example function from https://github.com/timholy/ProfileView.jl :" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"function profile_test(n)\n", | |
" for i = 1:n\n", | |
" A = randn(100,100,20)\n", | |
" m = maximum(A)\n", | |
" Afft = fft(A)\n", | |
" Am = mapslices(sum, A, 2)\n", | |
" B = A[:,:,5]\n", | |
" Bsort = mapslices(sort, B, 1)\n", | |
" b = rand(100)\n", | |
" C = B.*b\n", | |
" end\n", | |
"end\n", | |
"\n", | |
"profile_test(1) # run once to trigger compilation\n", | |
"Profile.clear() # in case we have any previous profiling data\n", | |
"@profile profile_test(10)" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 2 | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### !!! anonymous functions in abstractarray.jl:319 !!!" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"ProfileView.view()" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"prompt_number": 3, | |
"svg": [ | |
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"<svg version=\"1.1\" width=\"1200\" height=\"265\" onload=\"init(evt)\" viewBox=\"0 0 1200 265\" xmlns=\"http://www.w3.org/2000/svg\" >\n", | |
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" <linearGradient id=\"background\" y1=\"0\" y2=\"1\" x1=\"0\" x2=\"0\" >\n", | |
" <stop stop-color=\"#eeeeee\" offset=\"5%\" />\n", | |
" <stop stop-color=\"#eeeeb0\" offset=\"95%\" />\n", | |
" </linearGradient>\n", | |
"</defs>\n", | |
"<style type=\"text/css\">\n", | |
" rect[rx]:hover { stroke:black; stroke-width:1; }\n", | |
" text:hover { stroke:black; stroke-width:1; stroke-opacity:0.35; }\n", | |
"</style>\n", | |
"<script type=\"text/ecmascript\">\n", | |
"<![CDATA[\n", | |
" var details;\n", | |
" function init(evt) { details = document.getElementById(\"details\").firstChild; }\n", | |
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"<text text-anchor=\"middle\" x=\"600\" y=\"24\" font-size=\"17\" font-family=\"Verdana\" fill=\"rgb(0,0,0)\" >Profile results</text>\n", | |
"<text text-anchor=\"left\" x=\"10\" y=\"248\" font-size=\"12\" font-family=\"Verdana\" fill=\"rgb(0,0,0)\" >Function:</text>\n", | |
"<text text-anchor=\"\" x=\"70\" y=\"248\" font-size=\"12\" font-family=\"Verdana\" fill=\"rgb(0,0,0)\" id=\"details\" > </text>\n", | |
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"include_string in loading.jl:97\n", | |
"</text>\n", | |
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"anonymous in profile.jl:14\n", | |
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"profile_test in In[2]:6\n", | |
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"p..\n", | |
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"randn! in random...\n", | |
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"map_promote in abstractarray.jl:1297\n", | |
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"fft! in fftw.jl:432\n", | |
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"mapslices in abstractarray..\n", | |
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"m..\n", | |
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"randmt..\n", | |
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"r..\n", | |
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"promote_to! in abstractarray.jl:1274\n", | |
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"promote_to! in abstractarray.jl:1274\n", | |
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"pro..\n", | |
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"cartesianmap in abstractar..\n", | |
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] | |
} | |
], | |
"prompt_number": 3 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"@time profile_test(10)\n", | |
"@time profile_test(10)\n", | |
"@time profile_test(10)" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": [ | |
"elapsed time: 0." | |
] | |
}, | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": [ | |
"238026207 seconds (156745992 bytes allocated, 25.74% gc time)\n", | |
"elapsed time: " | |
] | |
}, | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": [ | |
"0.260080569 seconds (156732264 bytes allocated, 32.03% gc time)\n", | |
"elapsed time: " | |
] | |
}, | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": [ | |
"0.238544514 seconds (156806176 bytes allocated, 27.40% gc time)\n" | |
] | |
} | |
], | |
"prompt_number": 4 | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"#### speed ratio - profile_test() ran about 3.3x faster" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
".81/.24" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"prompt_number": 1, | |
"text": [ | |
"3.3750000000000004" | |
] | |
} | |
], | |
"prompt_number": 1 | |
} | |
], | |
"metadata": {} | |
} | |
] | |
} |
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