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<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;LoopSequentialPipelineBlocks&quot;,&quot;local&quot;:&quot;loopsequentialpipelineblocks&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Döngü sarmalayıcısı&quot;,&quot;local&quot;:&quot;loop-wrapper&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Döngü blokları&quot;,&quot;local&quot;:&quot;loop-blocks&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;LoopSequentialPipelineBlocks&quot;,&quot;local&quot;:&quot;loopsequentialpipelineblocks&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"/>
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<!--h54v7e--><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;LoopSequentialPipelineBlocks&quot;,&quot;local&quot;:&quot;loopsequentialpipelineblocks&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Loop wrapper&quot;,&quot;local&quot;:&quot;loop-wrapper&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Loop blocks&quot;,&quot;local&quot;:&quot;loop-blocks&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;LoopSequentialPipelineBlocks&quot;,&quot;local&quot;:&quot;loopsequentialpipelineblocks&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"/><!---->
<link href="/docs/diffusers/main/en/_app/immutable/assets/0.tn0RQdqM.css" rel="modulepreload"> <!--[--><!--[0--><!--[--><!--[0--><!--[--><p></p> <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: inline-end; margin-inline-start: 10px; display: inline-flex; position: relative; z-index: 10;"><div dir="ltr" class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md max-sm:rounded-l-sm border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-live="polite"><span class="inline-flex items-center justify-center rounded-md p-0.5 max-sm:p-0 hover:text-gray-800 dark:hover:text-gray-200"><svg class="sm:size-3.5 size-3" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----></span> <span dir="auto">Copy page</span></button> <button class="inline-flex items-center justify-center w-6 max-sm:w-5 h-7 max-sm:h-7 disabled:pointer-events-none text-sm text-gray-500 hover:text-gray-700 dark:hover:text-white rounded-r-md max-sm:rounded-r-sm border border-l transition border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-haspopup="menu" aria-expanded="false" aria-label="Open copy menu"><svg class="transition-transform text-gray-400 overflow-visible sm:size-3.5 size-3 rotate-0" width="1em" height="1em" viewBox="0 0 12 7" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1 1L6 6L11 1" stroke="currentColor"></path></svg><!----></button></div> <!--[-1--><!--]--></div><!----> <!--[0--><h1 class="relative group"><a id="loopsequentialpipelineblocks" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#loopsequentialpipelineblocks"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->LoopSequentialPipelineBlocks<!----></span></h1><!--]--><!----> <p><a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.LoopSequentialPipelineBlocks">LoopSequentialPipelineBlocks</a>, diğer <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> öğelerini bir döngü içinde bir araya getiren çoklu blok türüdür. Veri, <code>inputs</code> ve <code>intermediate_outputs</code> kullanılarak dairesel olarak akar ve her blok yinelemeli olarak çalıştırılır. Bu, varsayılan olarak yinelemeli olan bir gürültü azaltma döngüsü oluşturmak için tipik olarak kullanılır.</p> <p>Bu kılavuz, <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.LoopSequentialPipelineBlocks">LoopSequentialPipelineBlocks</a> oluşturmayı gösterir.</p> <!--[1--><h2 class="relative group"><a id="loop-wrapper" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#loop-wrapper"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->Döngü sarmalayıcısı<!----></span></h2><!--]--><!----> <p><a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.LoopSequentialPipelineBlocks">LoopSequentialPipelineBlocks</a>, döngü yapısını, yineleme değişkenlerini ve yapılandırmayı tanımladığı için <em>döngü sarmalayıcısı</em> olarak da bilinir. Döngü sarmalayıcısı içinde aşağıdaki değişkenlere ihtiyacınız vardır.</p> <ul><li><code>loop_inputs</code>, kullanıcı tarafından sağlanan değerlerdir ve <code>inputs</code> ile eşdeğerdir.</li> <li><code>loop_intermediate_outputs</code>, blok tarafından oluşturulan ve <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.PipelineState">PipelineState</a>'e eklenen yeni ara değişkenlerdir. <code>intermediate_outputs</code> ile eşdeğerdir.</li> <li><code>__call__</code> metodu, döngü yapısını ve yineleme mantığını tanımlar.</li></ul> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----> <div class=" absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0 "><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent;"></div> Kopyalandı</div><!----></button><!----></div> <pre class="language-py "><!----><span class="hljs-keyword">import</span> torch
<span class="hljs-keyword">from</span> diffusers.modular_pipelines <span class="hljs-keyword">import</span> LoopSequentialPipelineBlocks, ModularPipelineBlocks, InputParam, OutputParam
<span class="hljs-keyword">class</span> <span class="hljs-title class_">LoopWrapper</span>(<span class="hljs-title class_ inherited__">LoopSequentialPipelineBlocks</span>):
model_name = <span class="hljs-string">&quot;test&quot;</span>
<span class="hljs-meta"> @property</span>
<span class="hljs-keyword">def</span> <span class="hljs-title function_">description</span>(<span class="hljs-params">self</span>):
<span class="hljs-keyword">return</span> <span class="hljs-string">&quot;I&#x27;m a loop!!&quot;</span>
<span class="hljs-meta"> @property</span>
<span class="hljs-keyword">def</span> <span class="hljs-title function_">loop_inputs</span>(<span class="hljs-params">self</span>):
<span class="hljs-keyword">return</span> [InputParam(name=<span class="hljs-string">&quot;num_steps&quot;</span>)]
<span class="hljs-meta"> @torch.no_grad()</span>
<span class="hljs-keyword">def</span> <span class="hljs-title function_">__call__</span>(<span class="hljs-params">self, components, state</span>):
block_state = <span class="hljs-variable language_">self</span>.get_block_state(state)
<span class="hljs-comment"># Loop structure - can be customized to your needs</span>
<span class="hljs-keyword">for</span> i <span class="hljs-keyword">in</span> <span class="hljs-built_in">range</span>(block_state.num_steps):
<span class="hljs-comment"># loop_step executes all registered blocks in sequence</span>
components, block_state = <span class="hljs-variable language_">self</span>.loop_step(components, block_state, i=i)
<span class="hljs-variable language_">self</span>.set_block_state(state, block_state)
<span class="hljs-keyword">return</span> components, state<!----></pre></div><!----> <p>Döngü sarmalayıcısı, döngü bloklarına, mevcut yineleme indeksi gibi ek argümanlar iletebilir.</p> <!--[1--><h2 class="relative group"><a id="loop-blocks" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#loop-blocks"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->Döngü blokları<!----></span></h2><!--]--><!----> <p>Bir döngü bloğu bir <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a>'tür ancak <code>__call__</code> metodu farklı davranır.</p> <ul><li>Döngü sarmalayıcısından yineleme değişkenini alır.</li> <li>It works directly with the <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.BlockState">BlockState</a> instead of the <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.PipelineState">PipelineState</a>.</li> <li><a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.BlockState">BlockState</a> almayı veya güncellemeyi gerektirmez.</li></ul> <p>Loop blokları, döngüdeki her yinelemede değerlerin birikmesine ve değişmesine izin vermek için aynı <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_states#diffusers.modular_pipelines.BlockState">BlockState</a>'i paylaşır.</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----> <div class=" absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0 "><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent;"></div> Kopyalandı</div><!----></button><!----></div> <pre class="language-py "><!----><span class="hljs-keyword">class</span> <span class="hljs-title class_">LoopBlock</span>(<span class="hljs-title class_ inherited__">ModularPipelineBlocks</span>):
model_name = <span class="hljs-string">&quot;test&quot;</span>
<span class="hljs-meta"> @property</span>
<span class="hljs-keyword">def</span> <span class="hljs-title function_">inputs</span>(<span class="hljs-params">self</span>):
<span class="hljs-keyword">return</span> [InputParam(name=<span class="hljs-string">&quot;x&quot;</span>)]
<span class="hljs-meta"> @property</span>
<span class="hljs-keyword">def</span> <span class="hljs-title function_">intermediate_outputs</span>(<span class="hljs-params">self</span>):
<span class="hljs-comment"># outputs produced by this block</span>
<span class="hljs-keyword">return</span> [OutputParam(name=<span class="hljs-string">&quot;x&quot;</span>)]
<span class="hljs-meta"> @property</span>
<span class="hljs-keyword">def</span> <span class="hljs-title function_">description</span>(<span class="hljs-params">self</span>):
<span class="hljs-keyword">return</span> <span class="hljs-string">&quot;I&#x27;m a block used inside the `LoopWrapper` class&quot;</span>
<span class="hljs-keyword">def</span> <span class="hljs-title function_">__call__</span>(<span class="hljs-params">self, components, block_state, i: <span class="hljs-built_in">int</span></span>):
block_state.x += <span class="hljs-number">1</span>
<span class="hljs-keyword">return</span> components, block_state<!----></pre></div><!----> <!--[1--><h2 class="relative group"><a id="loopsequentialpipelineblocks" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#loopsequentialpipelineblocks"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->LoopSequentialPipelineBlocks<!----></span></h2><!--]--><!----> <p>Döngü bloğunu döngü sarmalayıcısına ekleyerek <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.LoopSequentialPipelineBlocks">LoopSequentialPipelineBlocks</a> oluşturmak için <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.LoopSequentialPipelineBlocks.from_blocks_dict">from_blocks_dict()</a> yöntemini kullanın.</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----> <div class=" absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0 "><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent;"></div> Kopyalandı</div><!----></button><!----></div> <pre class="language-py "><!---->loop = LoopWrapper.from_blocks_dict({<span class="hljs-string">&quot;block1&quot;</span>: LoopBlock})<!----></pre></div><!----> <p>Her yinelemede çalışacak şekilde daha fazla döngü bloğu eklemek için <a href="/docs/diffusers/main/tr/api/modular_diffusers/pipeline_blocks#diffusers.LoopSequentialPipelineBlocks.from_blocks_dict">from_blocks_dict()</a> kullanın. Bu, döngü mantığının kendisini değiştirmeden blokları düzenlemenizi sağlar.</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----> <div class=" absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0 "><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent;"></div> Kopyalandı</div><!----></button><!----></div> <pre class="language-py "><!---->loop = LoopWrapper.from_blocks_dict({<span class="hljs-string">&quot;block1&quot;</span>: LoopBlock(), <span class="hljs-string">&quot;block2&quot;</span>: LoopBlock})<!----></pre></div><!----> <p>Mevcut bir pipeline’ın gürültü azaltma döngüsüne bir döngü bloğu eklemek için, örneğin her adımda <code>callback_on_step_end</code> fonksiyonunu çalıştıran bir blok için, callback kılavuzundaki <a href="../using-diffusers/callback#modular-pipelines">Modüler pipeline’lar</a> bölümüne bakın.</p> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/diffusers/blob/main/docs/source/en/modular_diffusers/loop_sequential_pipeline_blocks.md" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg><!----> <span><span class="underline">Update</span> on GitHub</span></a><!----> <p></p><!--]--><!----><!--]--><!--]--><!--]--> <!--[-1--><!--]--><!--]-->
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