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‎404.html‎

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<span class="menu-text">Automatic Differentiation</span></a>
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‎developers/compiler/design-overview/index.html‎

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<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rh ⋯
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float ⋯
9951001

996-
a 0.9785 0.8981 0.0032 80323.4349 120481.4376 1.00 ⋯
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b 2.8814 0.4886 0.0012 171866.6934 214207.0502 1.00 ⋯
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a 0.9761 0.9003 0.0032 80996.1504 120761.1548 1.00 ⋯
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b 2.8807 0.4892 0.0012 169532.7931 212343.5210 1.00 ⋯
9981004
</span><span class="ansi-cyan-fg ansi-bold"> 2 columns omitted
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
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a -0.7906 0.3735 0.9794 1.5849 2.7399
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b 1.9235 2.5509 2.8800 3.2111 3.8399
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a -0.7900 0.3698 0.9736 1.5849 2.7370
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b 1.9201 2.5500 2.8813 3.2103 3.8383
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</span></pre>
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Iterations = 1:1:1000000
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Number of chains = 1
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Samples per chain = 1000000
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Wall duration = 24.82 seconds
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Compute duration = 24.82 seconds
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Wall duration = 24.45 seconds
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Compute duration = 24.45 seconds
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parameters = a, b
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internals = lp
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Summary Statistics
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<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rh ⋯
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float ⋯
10381044

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a 0.9731 0.8978 0.0031 82068.5401 122347.9913 1.00 ⋯
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b 2.8820 0.4875 0.0012 174057.0115 215000.2894 1.00 ⋯
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a 0.9780 0.9016 0.0031 82020.3602 121725.2524 1.00 ⋯
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b 2.8810 0.4897 0.0012 175647.1391 216521.0287 1.00 ⋯
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</span><span class="ansi-cyan-fg ansi-bold"> 2 columns omitted
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
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a -0.7788 0.3664 0.9714 1.5771 2.7394
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b 1.9264 2.5526 2.8818 3.2095 3.8385
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a -0.7965 0.3693 0.9783 1.5882 2.7384
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b 1.9215 2.5505 2.8800 3.2120 3.8379
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<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rh ⋯
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float ⋯
987993

988-
a 0.9785 0.9014 0.0032 81308.1027 120538.4346 1.00 ⋯
989-
b 2.8805 0.4869 0.0012 173678.9893 214696.2488 1.00 ⋯
994+
a 0.9752 0.8986 0.0031 81919.4857 120372.9676 1.00 ⋯
995+
b 2.8814 0.4878 0.0012 173103.2059 217966.0645 1.00 ⋯
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</span><span class="ansi-cyan-fg ansi-bold"> 2 columns omitted
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
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996-
a -0.7870 0.3685 0.9781 1.5864 2.7463
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b 1.9248 2.5530 2.8813 3.2072 3.8346
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a -0.7923 0.3684 0.9765 1.5835 2.7277
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b 1.9254 2.5518 2.8806 3.2100 3.8387
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</span></pre>
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<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rha ⋯
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float6 ⋯
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1018-
a 0.5016 1.0009 0.0040 63749.4694 126131.4226 1.000 ⋯
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b 0.4991 2.2317 0.0139 25854.4383 51022.5129 1.000 ⋯
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a 0.5019 1.0016 0.0040 63377.1363 126813.6278 1.000 ⋯
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b 0.4952 2.2426 0.0137 26906.3461 50835.2695 1.000 ⋯
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
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1026-
a -1.4669 -0.1725 0.5013 1.1776 2.4622
1027-
b -3.8589 -1.0075 0.4953 2.0075 4.8656
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a -1.4600 -0.1731 0.5022 1.1784 2.4619
1033+
b -3.9145 -1.0156 0.4968 2.0051 4.8872
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</span></pre>
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