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    <innerclass refid="structtf_1_1Pipeline_1_1Line" prot="private">tf::Pipeline::Line</innerclass>
    <innerclass refid="structtf_1_1Pipeline_1_1PipeMeta" prot="private">tf::Pipeline::PipeMeta</innerclass>
    <templateparamlist>
      <param>
        <type>typename...</type>
        <declname>Ps</declname>
        <defname>Ps</defname>
      </param>
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      <sectiondef kind="private-attrib">
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        <type><ref refid="classtf_1_1Graph" kindref="compound">Graph</ref></type>
        <definition>Graph tf::Pipeline&lt; Ps &gt;::_graph</definition>
        <argsstring></argsstring>
        <name>_graph</name>
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        <name>_num_tokens</name>
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        <briefdescription>
        </briefdescription>
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        <definition>std::tuple&lt;Ps...&gt; tf::Pipeline&lt; Ps &gt;::_pipes</definition>
        <argsstring></argsstring>
        <name>_pipes</name>
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        <briefdescription>
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        <argsstring></argsstring>
        <name>_meta</name>
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        <briefdescription>
        </briefdescription>
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        <definition>std::vector&lt;std::array&lt;Line, sizeof...(Ps)&gt; &gt; tf::Pipeline&lt; Ps &gt;::_lines</definition>
        <argsstring></argsstring>
        <name>_lines</name>
        <qualifiedname>tf::Pipeline::_lines</qualifiedname>
        <briefdescription>
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        <definition>std::vector&lt;Task&gt; tf::Pipeline&lt; Ps &gt;::_tasks</definition>
        <argsstring></argsstring>
        <name>_tasks</name>
        <qualifiedname>tf::Pipeline::_tasks</qualifiedname>
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        <definition>std::vector&lt;Pipeflow&gt; tf::Pipeline&lt; Ps &gt;::_pipeflows</definition>
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        <name>_pipeflows</name>
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        <type><ref refid="cpp/container/queue" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::queue</ref>&lt; <ref refid="cpp/utility/pair" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::pair</ref>&lt; size_t, size_t &gt; &gt;</type>
        <definition>std::queue&lt;std::pair&lt;size_t, size_t&gt; &gt; tf::Pipeline&lt; Ps &gt;::_ready_tokens</definition>
        <argsstring></argsstring>
        <name>_ready_tokens</name>
        <qualifiedname>tf::Pipeline::_ready_tokens</qualifiedname>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
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        <type><ref refid="cpp/container/unordered_map" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::unordered_map</ref>&lt; size_t, <ref refid="cpp/container/vector" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::vector</ref>&lt; size_t &gt; &gt;</type>
        <definition>std::unordered_map&lt;size_t, std::vector&lt;size_t&gt; &gt; tf::Pipeline&lt; Ps &gt;::_token_dependencies</definition>
        <argsstring></argsstring>
        <name>_token_dependencies</name>
        <qualifiedname>tf::Pipeline::_token_dependencies</qualifiedname>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
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        <definition>std::unordered_map&lt;size_t, DeferredPipeflow&gt; tf::Pipeline&lt; Ps &gt;::_deferred_tokens</definition>
        <argsstring></argsstring>
        <name>_deferred_tokens</name>
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        </briefdescription>
        <detaileddescription>
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        <argsstring></argsstring>
        <name>_longest_deferral</name>
        <qualifiedname>tf::Pipeline::_longest_deferral</qualifiedname>
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        <name>Pipeline</name>
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        </param>
        <param>
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<para>constructs a pipeline object </para>
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<para><parameterlist kind="param"><parameteritem>
<parameternamelist>
<parametername>num_lines</parametername>
</parameternamelist>
<parameterdescription>
<para>the number of parallel lines </para>
</parameterdescription>
</parameteritem>
<parameteritem>
<parameternamelist>
<parametername>ps</parametername>
</parameternamelist>
<parameterdescription>
<para>a list of pipes</para>
</parameterdescription>
</parameteritem>
</parameterlist>
Constructs a pipeline of up to <computeroutput>num_lines</computeroutput> parallel lines to schedule tokens through the given linear chain of pipes. The first pipe must define a serial direction (<ref refid="namespacetf_1abb7a11e41fd457f69e7ff45d4c769564a7b804a28d6154ab8007287532037f1d0" kindref="member">tf::PipeType::SERIAL</ref>) or an exception will be thrown. </para>
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        <name>Pipeline</name>
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<para>constructs a pipeline object </para>
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<para><parameterlist kind="param"><parameteritem>
<parameternamelist>
<parametername>num_lines</parametername>
</parameternamelist>
<parameterdescription>
<para>the number of parallel lines </para>
</parameterdescription>
</parameteritem>
<parameteritem>
<parameternamelist>
<parametername>ps</parametername>
</parameternamelist>
<parameterdescription>
<para>a tuple of pipes</para>
</parameterdescription>
</parameteritem>
</parameterlist>
Constructs a pipeline of up to <computeroutput>num_lines</computeroutput> parallel lines to schedule tokens through the given linear chain of pipes. The first pipe must define a serial direction (<ref refid="namespacetf_1abb7a11e41fd457f69e7ff45d4c769564a7b804a28d6154ab8007287532037f1d0" kindref="member">tf::PipeType::SERIAL</ref>) or an exception will be thrown. </para>
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        <qualifiedname>tf::Pipeline::num_lines</qualifiedname>
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<para>queries the number of parallel lines </para>
        </briefdescription>
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<para>The function returns the number of parallel lines given by the user upon the construction of the pipeline. The number of lines represents the maximum parallelism this pipeline can achieve. </para>
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<para>queries the number of pipes </para>
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<para>The Function returns the number of pipes given by the user upon the construction of the pipeline. </para>
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        <name>reset</name>
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<para>resets the pipeline </para>
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<para>Resetting the pipeline to the initial state. After resetting a pipeline, its token identifier will start from zero as if the pipeline was just constructed. </para>
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<para>queries the number of generated tokens in the pipeline </para>
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<para>The number represents the total scheduling tokens that has been generated by the pipeline so far. </para>
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        <definition>Graph &amp; tf::Pipeline&lt; Ps &gt;::graph</definition>
        <argsstring>()</argsstring>
        <name>graph</name>
        <qualifiedname>tf::Pipeline::graph</qualifiedname>
        <briefdescription>
<para>obtains the graph object associated with the pipeline construct </para>
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<para>This method is primarily used as an opaque data structure for creating a module task of the this pipeline. </para>
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          <param>
            <type>size_t...</type>
            <declname>I</declname>
            <defname>I</defname>
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        <type>auto</type>
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        <name>_gen_meta</name>
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          <type><ref refid="cpp/utility/tuple" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::tuple</ref>&lt; Ps... &gt; &amp;&amp;</type>
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        <param>
          <type>std::index_sequence&lt; I... &gt;</type>
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        <briefdescription>
        </briefdescription>
        <detaileddescription>
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        <type>void</type>
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        <argsstring>(Pipeflow &amp;, Runtime &amp;)</argsstring>
        <name>_on_pipe</name>
        <qualifiedname>tf::Pipeline::_on_pipe</qualifiedname>
        <param>
          <type><ref refid="classtf_1_1Pipeflow" kindref="compound">Pipeflow</ref> &amp;</type>
          <defname>pf</defname>
        </param>
        <param>
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          <defname>rt</defname>
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        </briefdescription>
        <detaileddescription>
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        <type>void</type>
        <definition>void tf::Pipeline&lt; Ps &gt;::_build</definition>
        <argsstring>()</argsstring>
        <name>_build</name>
        <qualifiedname>tf::Pipeline::_build</qualifiedname>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="function" id="classtf_1_1Pipeline_1afb16e7472b979f81a8d997eae134e1c9" prot="private" static="no" const="no" explicit="no" inline="no" virt="non-virtual">
        <type>void</type>
        <definition>void tf::Pipeline&lt; Ps &gt;::_check_dependents</definition>
        <argsstring>(Pipeflow &amp;)</argsstring>
        <name>_check_dependents</name>
        <qualifiedname>tf::Pipeline::_check_dependents</qualifiedname>
        <param>
          <type><ref refid="classtf_1_1Pipeflow" kindref="compound">Pipeflow</ref> &amp;</type>
          <defname>pf</defname>
        </param>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      <memberdef kind="function" id="classtf_1_1Pipeline_1a2d90bf386da24e7913b021febbcb6809" prot="private" static="no" const="no" explicit="no" inline="no" virt="non-virtual">
        <type>void</type>
        <definition>void tf::Pipeline&lt; Ps &gt;::_construct_deferred_tokens</definition>
        <argsstring>(Pipeflow &amp;)</argsstring>
        <name>_construct_deferred_tokens</name>
        <qualifiedname>tf::Pipeline::_construct_deferred_tokens</qualifiedname>
        <param>
          <type><ref refid="classtf_1_1Pipeflow" kindref="compound">Pipeflow</ref> &amp;</type>
          <defname>pf</defname>
        </param>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
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      </memberdef>
      <memberdef kind="function" id="classtf_1_1Pipeline_1aa69993288e9ceefed489ff0c71ed1aca" prot="private" static="no" const="no" explicit="no" inline="no" virt="non-virtual">
        <type>void</type>
        <definition>void tf::Pipeline&lt; Ps &gt;::_resolve_token_dependencies</definition>
        <argsstring>(Pipeflow &amp;)</argsstring>
        <name>_resolve_token_dependencies</name>
        <qualifiedname>tf::Pipeline::_resolve_token_dependencies</qualifiedname>
        <param>
          <type><ref refid="classtf_1_1Pipeflow" kindref="compound">Pipeflow</ref> &amp;</type>
          <defname>pf</defname>
        </param>
        <briefdescription>
        </briefdescription>
        <detaileddescription>
        </detaileddescription>
        <inbodydescription>
        </inbodydescription>
        <location file="/Users/twhuang/Code/taskflow/taskflow/algorithm/pipeline.hpp" line="545" column="8" bodyfile="/Users/twhuang/Code/taskflow/taskflow/algorithm/pipeline.hpp" bodystart="756" bodyend="794"/>
      </memberdef>
      </sectiondef>
    <briefdescription>
<para>class to create a pipeline scheduling framework </para>
    </briefdescription>
    <detaileddescription>
<para><parameterlist kind="templateparam"><parameteritem>
<parameternamelist>
<parametername>Ps</parametername>
</parameternamelist>
<parameterdescription>
<para>pipe types</para>
</parameterdescription>
</parameteritem>
</parameterlist>
A pipeline is a composable graph object for users to create a <emphasis>pipeline scheduling framework</emphasis> using a module task in a taskflow. Unlike the conventional pipeline programming frameworks (e.g., Intel TBB), Taskflow&apos;s pipeline algorithm does not provide any data abstraction, which often restricts users from optimizing data layouts in their applications, but a flexible framework for users to customize their application data atop our pipeline scheduling. The following code creates a pipeline of four parallel lines to schedule tokens through three serial pipes:</para>
<para><programlisting filename=".cpp"><codeline><highlight class="normal"><ref refid="classtf_1_1Taskflow" kindref="compound">tf::Taskflow</ref><sp/>taskflow;</highlight></codeline>
<codeline><highlight class="normal"><ref refid="classtf_1_1Executor" kindref="compound">tf::Executor</ref><sp/>executor;</highlight></codeline>
<codeline><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"></highlight><highlight class="keyword">const</highlight><highlight class="normal"><sp/></highlight><highlight class="keywordtype">size_t</highlight><highlight class="normal"><sp/><ref refid="classtf_1_1Pipeline_1a79f066bacd6c1abd28c26d8196955e95" kindref="member">num_lines</ref><sp/>=<sp/>4;</highlight></codeline>
<codeline><highlight class="normal"></highlight><highlight class="keyword">const</highlight><highlight class="normal"><sp/></highlight><highlight class="keywordtype">size_t</highlight><highlight class="normal"><sp/><ref refid="classtf_1_1Pipeline_1adfef0c60f8f8ace267d7cd8548457ff3" kindref="member">num_pipes</ref><sp/>=<sp/>3;</highlight></codeline>
<codeline><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"></highlight><highlight class="comment">//<sp/>create<sp/>a<sp/>custom<sp/>data<sp/>buffer</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><ref refid="cpp/container/array" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::array&lt;std::array&lt;int, num_pipes&gt;</ref>,<sp/><ref refid="classtf_1_1Pipeline_1a79f066bacd6c1abd28c26d8196955e95" kindref="member">num_lines</ref>&gt;<sp/>buffer;</highlight></codeline>
<codeline><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"></highlight><highlight class="comment">//<sp/>create<sp/>a<sp/>pipeline<sp/>graph<sp/>of<sp/>four<sp/>concurrent<sp/>lines<sp/>and<sp/>three<sp/>serial<sp/>pipes</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><ref refid="classtf_1_1Pipeline" kindref="compound">tf::Pipeline</ref><sp/>pipeline(<ref refid="classtf_1_1Pipeline_1a79f066bacd6c1abd28c26d8196955e95" kindref="member">num_lines</ref>,</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/></highlight><highlight class="comment">//<sp/>first<sp/>pipe<sp/>must<sp/>define<sp/>a<sp/>serial<sp/>direction</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><ref refid="classtf_1_1Pipe" kindref="compound">tf::Pipe</ref>{<ref refid="namespacetf_1abb7a11e41fd457f69e7ff45d4c769564a7b804a28d6154ab8007287532037f1d0" kindref="member">tf::PipeType::SERIAL</ref>,<sp/>[&amp;buffer](<ref refid="classtf_1_1Pipeflow" kindref="compound">tf::Pipeflow</ref>&amp;<sp/>pf)<sp/>{</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/></highlight><highlight class="comment">//<sp/>generate<sp/>only<sp/>5<sp/>scheduling<sp/>tokens</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/></highlight><highlight class="keywordflow">if</highlight><highlight class="normal">(pf.token()<sp/>==<sp/>5)<sp/>{</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/><sp/><sp/>pf.stop();</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/>}</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/></highlight><highlight class="comment">//<sp/>save<sp/>the<sp/>token<sp/>id<sp/>into<sp/>the<sp/>buffer</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/></highlight><highlight class="keywordflow">else</highlight><highlight class="normal"><sp/>{</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/><sp/><sp/>buffer[pf.line()][pf.pipe()]<sp/>=<sp/>pf.token();</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/>}</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/>}},</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><ref refid="classtf_1_1Pipe" kindref="compound">tf::Pipe</ref>{<ref refid="namespacetf_1abb7a11e41fd457f69e7ff45d4c769564a7b804a28d6154ab8007287532037f1d0" kindref="member">tf::PipeType::SERIAL</ref>,<sp/>[&amp;buffer]<sp/>(<ref refid="classtf_1_1Pipeflow" kindref="compound">tf::Pipeflow</ref>&amp;<sp/>pf)<sp/>{</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/></highlight><highlight class="comment">//<sp/>propagate<sp/>the<sp/>previous<sp/>result<sp/>to<sp/>this<sp/>pipe<sp/>by<sp/>adding<sp/>one</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/>buffer[pf.line()][pf.pipe()]<sp/>=<sp/>buffer[pf.line()][pf.pipe()-1]<sp/>+<sp/>1;</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/>}},</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><ref refid="classtf_1_1Pipe" kindref="compound">tf::Pipe</ref>{<ref refid="namespacetf_1abb7a11e41fd457f69e7ff45d4c769564a7b804a28d6154ab8007287532037f1d0" kindref="member">tf::PipeType::SERIAL</ref>,<sp/>[&amp;buffer](<ref refid="classtf_1_1Pipeflow" kindref="compound">tf::Pipeflow</ref>&amp;<sp/>pf){</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/></highlight><highlight class="comment">//<sp/>propagate<sp/>the<sp/>previous<sp/>result<sp/>to<sp/>this<sp/>pipe<sp/>by<sp/>adding<sp/>one</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/>buffer[pf.line()][pf.pipe()]<sp/>=<sp/>buffer[pf.line()][pf.pipe()-1]<sp/>+<sp/>1;</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/>}}</highlight></codeline>
<codeline><highlight class="normal">);</highlight></codeline>
<codeline><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"></highlight><highlight class="comment">//<sp/>build<sp/>the<sp/>pipeline<sp/>graph<sp/>using<sp/>composition</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"><ref refid="classtf_1_1Task" kindref="compound">tf::Task</ref><sp/>init<sp/>=<sp/>taskflow.<ref refid="classtf_1_1FlowBuilder_1a60d7a666cab71ecfa3010b2efb0d6b57" kindref="member">emplace</ref>([](){<sp/><ref refid="cpp/io/basic_ostream" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::cout</ref><sp/>&lt;&lt;<sp/></highlight><highlight class="stringliteral">&quot;ready\n&quot;</highlight><highlight class="normal">;<sp/>})</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/>.name(</highlight><highlight class="stringliteral">&quot;starting<sp/>pipeline&quot;</highlight><highlight class="normal">);</highlight></codeline>
<codeline><highlight class="normal"><ref refid="classtf_1_1Task" kindref="compound">tf::Task</ref><sp/>task<sp/>=<sp/>taskflow.<ref refid="classtf_1_1FlowBuilder_1ac6f22228d4c2ea2e643c4b0d42c0e92a" kindref="member">composed_of</ref>(pipeline)</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/>.<ref refid="classtf_1_1Task_1a08ada0425b490997b6ff7f310107e5e3" kindref="member">name</ref>(</highlight><highlight class="stringliteral">&quot;pipeline&quot;</highlight><highlight class="normal">);</highlight></codeline>
<codeline><highlight class="normal"><ref refid="classtf_1_1Task" kindref="compound">tf::Task</ref><sp/>stop<sp/>=<sp/>taskflow.<ref refid="classtf_1_1FlowBuilder_1a60d7a666cab71ecfa3010b2efb0d6b57" kindref="member">emplace</ref>([](){<sp/><ref refid="cpp/io/basic_ostream" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::cout</ref><sp/>&lt;&lt;<sp/></highlight><highlight class="stringliteral">&quot;stopped\n&quot;</highlight><highlight class="normal">;<sp/>})</highlight></codeline>
<codeline><highlight class="normal"><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/><sp/>.name(</highlight><highlight class="stringliteral">&quot;pipeline<sp/>stopped&quot;</highlight><highlight class="normal">);</highlight></codeline>
<codeline><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"></highlight><highlight class="comment">//<sp/>create<sp/>task<sp/>dependency</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal">init.<ref refid="classtf_1_1Task_1a8c78c453295a553c1c016e4062da8588" kindref="member">precede</ref>(task);</highlight></codeline>
<codeline><highlight class="normal">task.<ref refid="classtf_1_1Task_1a8c78c453295a553c1c016e4062da8588" kindref="member">precede</ref>(stop);</highlight></codeline>
<codeline><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal"></highlight><highlight class="comment">//<sp/>run<sp/>the<sp/>pipeline</highlight><highlight class="normal"></highlight></codeline>
<codeline><highlight class="normal">executor.<ref refid="classtf_1_1Executor_1a519777f5783981d534e9e53b99712069" kindref="member">run</ref>(taskflow).wait();</highlight></codeline>
</programlisting></para>
<para>The above example creates a pipeline graph that schedules five tokens over four parallel lines in a circular fashion, as depicted below:</para>
<para><programlisting filename=".shell-session"><codeline><highlight class="normal">o<sp/>-&gt;<sp/>o<sp/>-&gt;<sp/>o</highlight></codeline>
<codeline><highlight class="normal">|<sp/><sp/><sp/><sp/>|<sp/><sp/><sp/><sp/>|</highlight></codeline>
<codeline><highlight class="normal">v<sp/><sp/><sp/><sp/>v<sp/><sp/><sp/><sp/>v</highlight></codeline>
<codeline><highlight class="normal">o<sp/>-&gt;<sp/>o<sp/>-&gt;<sp/>o</highlight></codeline>
<codeline><highlight class="normal">|<sp/><sp/><sp/><sp/>|<sp/><sp/><sp/><sp/>|</highlight></codeline>
<codeline><highlight class="normal">v<sp/><sp/><sp/><sp/>v<sp/><sp/><sp/><sp/>v</highlight></codeline>
<codeline><highlight class="normal">o<sp/>-&gt;<sp/>o<sp/>-&gt;<sp/>o</highlight></codeline>
<codeline><highlight class="normal">|<sp/><sp/><sp/><sp/>|<sp/><sp/><sp/><sp/>|</highlight></codeline>
<codeline><highlight class="normal">v<sp/><sp/><sp/><sp/>v<sp/><sp/><sp/><sp/>v</highlight></codeline>
<codeline><highlight class="normal">o<sp/>-&gt;<sp/>o<sp/>-&gt;<sp/>o</highlight></codeline>
</programlisting></para>
<para>At each pipe stage, the program propagates the result to the next pipe by adding one to the result stored in a custom data storage, <computeroutput>buffer</computeroutput>. The pipeline scheduler will generate five scheduling tokens and then stop.</para>
<para>Internally, <ref refid="classtf_1_1Pipeline" kindref="compound">tf::Pipeline</ref> uses <ref refid="cpp/utility/tuple" kindref="compound" external="/Users/twhuang/Code/taskflow/doxygen/cppreference-doxygen-web.tag.xml">std::tuple</ref> to store the given sequence of pipes. The definition of each pipe can be different, completely decided by the compiler to optimize the object layout. After a pipeline is constructed, it is not possible to change its pipes. If applications need to change these pipes, please use <ref refid="classtf_1_1ScalablePipeline" kindref="compound">tf::ScalablePipeline</ref>. </para>
    </detaileddescription>
    <location file="/Users/twhuang/Code/taskflow/taskflow/algorithm/pipeline.hpp" line="404" column="1" bodyfile="/Users/twhuang/Code/taskflow/taskflow/algorithm/pipeline.hpp" bodystart="404" bodyend="546"/>
    <listofallmembers>
      <member refid="classtf_1_1Pipeline_1ad091bbd38c1538884aa83d488fdf40f2" prot="private" virt="non-virtual"><scope>tf::Pipeline</scope><name>_build</name></member>
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      <member refid="classtf_1_1Pipeline_1a2d90bf386da24e7913b021febbcb6809" prot="private" virt="non-virtual"><scope>tf::Pipeline</scope><name>_construct_deferred_tokens</name></member>
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      <member refid="classtf_1_1Pipeline_1adfef0c60f8f8ace267d7cd8548457ff3" prot="public" virt="non-virtual"><scope>tf::Pipeline</scope><name>num_pipes</name></member>
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  </compounddef>
</doxygen>
