From 1009daf3fa032e94a5ddb26aa933148643c9c90e Mon Sep 17 00:00:00 2001 From: Siu Kwan Lam Date: Sat, 11 Aug 2012 14:55:35 -0700 Subject: [PATCH] Add notebook: parallel_vectorize --- notebook/llvm_cbuilder_intro.pdf | Bin 130681 -> 73415 bytes notebook/parallel_vectorize.ipynb | 93 +++++++++++++++++++++++++++++- notebook/parallel_vectorize.pdf | Bin 0 -> 66363 bytes 3 files changed, 92 insertions(+), 1 deletion(-) create mode 100644 notebook/parallel_vectorize.pdf diff --git a/notebook/llvm_cbuilder_intro.pdf b/notebook/llvm_cbuilder_intro.pdf index b647a1548d8c950965013b3fe4535650f814aa88..a7b17d48308c8792bce64c244e7678e19f1fc6df 100644 GIT binary patch literal 73415 zcmdSBbC4}f+Va+qP}n+}-`{XJ($6XX2X^@A+fi6LD6o zs9NjFTveG>5$n$1m3J12oRA0&11$>_Nz>(zcPJ)&dVE_03n*@Gd^#y(8&fAUeCFSh z0u(+zKAniUm6Nf<@4c12ld+Jop{I7lafdr+h=g7P3u~L%Z#sR&? zIve*f8?9fr?Y|6PW9y-RJrCE6(@mSaKK``j@oDQeFZe+cmdW3Nk6T-EmIP&e)bL|< zdf11W0UXC6C+->+$yo|WS%x!cZAs@{4Sf)xR9i>pJ{%<>X4VB8B%G6&%f1A`X#&(P 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", + "It divides all works equally among all threads.", + "Each thread executes the function generated by `UFuncCoreGeneric` once.", + "", + "**SpecializedParallelUFunc** is the specialized _ufunc_ entry point for a specific combination of ", + "workload, UFuncCoreGeneric and ParallelUFuncPlatform.", + "", + "Here's an example that uses `SpecializedParallelUFunc` directly for the `SumOfThree` workload." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "import parallel_vectorize as pv", + "# specialize", + "def_spuf = pv.SpecializedParallelUFunc(pv.ParallelUFuncPlatform(num_thread=2),", + " pv.UFuncCoreGeneric(llvm_sum3.type.pointee),", + " CFuncRef(llvm_sum3))", + "# define", + "spuf = def_spuf(m)", + "print(spuf.name)" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "specialized_parallel_ufunc_2_ufunc_worker.i32.i32.i32.i32_sum.of.three" + ] + } + ], + "prompt_number": 5 + }, + { + "cell_type": "markdown", + "source": [ + "`CFuncRef` also accepts arbitrary function pointer as long as the function type is provided." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# specialize", + "fnty = llvm_sum3.type.pointee", + "sum3ptr = engine.get_pointer_to_function(llvm_sum3)", + "print(\"as function pointer: %x\" % sum3ptr)", + "def_spuf = pv.SpecializedParallelUFunc(pv.ParallelUFuncPlatform(num_thread=2),", + " pv.UFuncCoreGeneric(fnty),", + " CFuncRef('sum3.as.ptr', fnty, sum3ptr)) # name, type, ptr", + "# define", + "spuf = def_spuf(m)", + "print(spuf.name)" + ], + "language": "python", + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "as function pointer: 7f0bfc090740", + "specialized_parallel_ufunc_2_ufunc_worker.i32.i32.i32.i32_sum3.as.ptr" + ] + } + ], + "prompt_number": 6 } ] } diff --git a/notebook/parallel_vectorize.pdf b/notebook/parallel_vectorize.pdf new file mode 100644 index 0000000000000000000000000000000000000000..394f3647f8bbc6b2a742f000d9eba3601f4b0fe0 GIT binary patch literal 66363 zcmce71CS-{wq;dy*|yCt+qP}nwr$(CZQHhOyQ^#Zzj*K6nHw<^F>fa0MCQqLc4mJ2 z%Z#&Qt+kUxPDq4?{wFgeN%M8hCnO_29louB1tb?2KCP6ojj59vKGPpa0TLe{pH{@& z%E{Q_&(=!c$ymtP(ALNpl7|P<(aFJB-x|^_YZ-eo=CJL4ruGi5DP@?|zaJauC_&Q? z)IsfNuVoVpm>baL@tZFq)*#tvJms@K?aF}8AiV-D@|lpimkJAZJ~YtPV}S!Fr+@

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