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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-1.3.433">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<title>readme</title>
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<body class="fullcontent">
<div id="quarto-content" class="page-columns page-rows-contents page-layout-article">
<main class="content" id="quarto-document-content">
<section id="wandb-scripts" class="level1">
<h1>Wandb Scripts</h1>
<p>Collection of Wandb scripts. Contributions welcome!</p>
<section id="requirements" class="level2">
<h2 class="anchored" data-anchor-id="requirements">Requirements</h2>
<ul>
<li>Pip requirements: <a href="./requirements.txt">requirements.txt</a>
<ul>
<li>Only <code>tqdm</code> and <code>wandb</code> currently</li>
</ul></li>
</ul>
<div class="sourceCode" id="cb1"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="ex">pip</span> install <span class="at">-r</span> requirements.txt</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section>
<section id="merge-runs" class="level2">
<h2 class="anchored" data-anchor-id="merge-runs">Merge Runs</h2>
<ul>
<li>Source: <a href="./wandb_merge.py">wandb_merge.py</a></li>
<li>Merge runs that were accidentally split into a <em>new run</em></li>
</ul>
<p>Notes: - Original run will not be modified except by adding a tag (see <code>--tag_partial_runs</code>, default <code>partial-run</code>) - If using mmdetection, <code>$SAVE_DIR</code> defaults to the original save dir (<code>work_dir</code> in mmdetection) - Examples use <code>--verify-overlap-metric=iter</code> which assumes <code>iter</code> has unique values for all runs - May need to change to something like <code>epoch</code> if iter has duplicate values in multiple runs</p>
<p>Examples: - Merge runs with names <code>my_run</code> and <code>my_other_run</code> - If all runs share the same name, only need to specify a single run name</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Set WANDB_ENTITY, WANDB_PROJECT, SAVE_DIR</span></span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> wandb_merge.py <span class="dt">\</span></span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a>--wandb-entity=<span class="va">$WANDB_ENTITY</span> <span class="dt">\</span></span>
<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a>--wandb-project=<span class="va">$WANDB_PROJECT</span> <span class="dt">\</span></span>
<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a>--merge_run_save_dir=<span class="va">$SAVE_DIR</span> <span class="dt">\</span></span>
<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a>--verify_overlap_metric iter <span class="dt">\</span></span>
<span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a>--run-names my_run my_other_run</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<ul>
<li>Merge runs with run ids <code>1234</code> and <code>5678</code></li>
</ul>
<div class="sourceCode" id="cb3"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Specify $WANDB_ENTITY, $WANDB_PROJECT, $SAVE_DIR</span></span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> wandb_merge.py <span class="dt">\</span></span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>--wandb-entity=<span class="va">$WANDB_ENTITY</span> <span class="dt">\</span></span>
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a>--wandb-project=<span class="va">$WANDB_PROJECT</span> <span class="dt">\</span></span>
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>--merge_run_save_dir=<span class="va">$SAVE_DIR</span> <span class="dt">\</span></span>
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a>--verify_overlap_metric iter <span class="dt">\</span></span>
<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a>--run-ids 1234 5678</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section>
<section id="delete-files-artifacts" class="level2">
<h2 class="anchored" data-anchor-id="delete-files-artifacts">Delete Files / Artifacts</h2>
<ul>
<li>Source: <a href="./wandb_update.py">wandb_update.py</a></li>
<li>Delete files and/or artifacts from multiple runs</li>
</ul>
<p>Examples: - Delete all checkpoints</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Specify $WANDB_ENTITY, $WANDB_PROJECT</span></span>
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> wandb_update.py <span class="dt">\</span></span>
<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>--wandb-entity=<span class="va">$WANDB_ENTITY</span> <span class="dt">\</span></span>
<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a>--wandb-project=<span class="va">$WANDB_PROJECT</span> <span class="dt">\</span></span>
<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a>--delete_filename_regex=<span class="st">".*\.pth"</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<ul>
<li>Delete all bbox and segm checkpoints in runs matching ’r50_.*_coco_.*’</li>
</ul>
<div class="sourceCode" id="cb5"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Specify $WANDB_ENTITY, $WANDB_PROJECT</span></span>
<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> wandb_update.py <span class="dt">\</span></span>
<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a>--wandb-entity=<span class="va">$WANDB_ENTITY</span> <span class="dt">\</span></span>
<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a>--wandb-project=<span class="va">$WANDB_PROJECT</span> <span class="dt">\</span></span>
<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a>--delete_filename_regex <span class="st">'.*_segm_.*\.pth'</span> <span class="st">'.*_bbox_.*\.pth'</span> <span class="dt">\</span></span>
<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a>--select-run-names-regex <span class="st">'r50_.*_coco.*'</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<ul>
<li>Delete all files in folder ‘predictions/’ for all runs except runs matching ’r50_.*_coco_.*’</li>
</ul>
<div class="sourceCode" id="cb6"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Specify $WANDB_ENTITY, $WANDB_PROJECT</span></span>
<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> wandb_update.py <span class="dt">\</span></span>
<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a>--wandb-entity=<span class="va">$WANDB_ENTITY</span> <span class="dt">\</span></span>
<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>--wandb-project=<span class="va">$WANDB_PROJECT</span> <span class="dt">\</span></span>
<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a>--delete_filename_regex=<span class="st">"^predictions/.*"</span> <span class="dt">\</span></span>
<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a>--skip-run-names-regex <span class="st">'r50_.*_coco.*'</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<ul>
<li>Delete all artifacts ending in ’<em>pred_final’ for all runs except runs matching ’r50</em>.*_coco_.*’</li>
</ul>
<div class="sourceCode" id="cb7"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Specify $WANDB_ENTITY, $WANDB_PROJECT</span></span>
<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> wandb_update.py <span class="dt">\</span></span>
<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a>--wandb-entity=<span class="va">$WANDB_ENTITY</span> <span class="dt">\</span></span>
<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a>--wandb-project=<span class="va">$WANDB_PROJECT</span> <span class="dt">\</span></span>
<span id="cb7-5"><a href="#cb7-5" aria-hidden="true" tabindex="-1"></a>--delete-artifact-regex=<span class="st">".*_pred_final"</span> <span class="dt">\</span></span>
<span id="cb7-6"><a href="#cb7-6" aria-hidden="true" tabindex="-1"></a>--skip-run-names-regex <span class="st">'r50_.*_coco.*'</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section>
<section id="todos" class="level2">
<h2 class="anchored" data-anchor-id="todos">TODOs</h2>
<ul class="task-list">
<li><input type="checkbox">Create <code>common.py</code> and move any common logic to this file, e.g. parser, API calls, etc.</li>
<li><input type="checkbox">Update README</li>
</ul>
</section>
</section>
</main>
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citeDiv.classList.add('csl-entry');
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popup.appendChild(citeDiv);
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return popup.innerHTML;
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