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Getting Started
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<li class="toctree-l1"><a class="reference internal" href="modules/01_tensor_ABOUT.html">01. Tensor</a></li>
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<li class="toctree-l1"><a class="reference internal" href="modules/09_spatial_ABOUT.html">09. Convolutions</a></li>
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<li class="toctree-l1"><a class="reference internal" href="modules/13_transformers_ABOUT.html">13. Transformers</a></li>
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<li class="toctree-l1"><a class="reference internal" href="modules/16_compression_ABOUT.html">16. Compression</a></li>
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<li class="toctree-l1"><a class="reference internal" href="chapters/00-introduction.html">Course Structure</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">🛠️ TITO CLI Reference</span></p>
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<li class="toctree-l1"><a class="reference internal" href="tito/overview.html">Command Overview</a></li>
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<li class="toctree-l1"><a class="reference internal" href="tito/troubleshooting.html">Troubleshooting</a></li>
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<li class="toctree-l1"><a class="reference internal" href="datasets.html">Datasets Guide</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">🤝 Community</span></p>
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<li class="toctree-l1 current active"><a class="current reference internal" href="#">Ecosystem</a></li>
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<li class="toctree-l1"><a class="reference internal" href="credits.html">Credits & Acknowledgments</a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#recognition-showcase">Recognition & Showcase</a></li>
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<section id="community-ecosystem">
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<h1>Community Ecosystem<a class="headerlink" href="#community-ecosystem" title="Link to this heading">#</a></h1>
|
||
<p><strong>Learn together, build together, grow together.</strong></p>
|
||
<p>TinyTorch is more than a course—it’s a growing community of students, educators, and ML engineers learning systems engineering from first principles.</p>
|
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<hr class="docutils" />
|
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<section id="connect-now">
|
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<h2>Connect Now<a class="headerlink" href="#connect-now" title="Link to this heading">#</a></h2>
|
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<section id="github-discussions-available-now">
|
||
<h3>GitHub Discussions (Available Now ✅)<a class="headerlink" href="#github-discussions-available-now" title="Link to this heading">#</a></h3>
|
||
<p>Join conversations with other TinyTorch builders:</p>
|
||
<p><strong><a class="reference external" href="https://github.com/harvard-edge/TinyTorch/discussions">Visit GitHub Discussions</a></strong></p>
|
||
<ul class="simple">
|
||
<li><p><strong>Ask questions</strong> about implementations and debugging</p></li>
|
||
<li><p><strong>Share your projects</strong> and milestone achievements</p></li>
|
||
<li><p><strong>Help others</strong> with systems thinking questions</p></li>
|
||
<li><p><strong>Discuss ML systems</strong> engineering and production practices</p></li>
|
||
</ul>
|
||
<p><strong>Active discussion categories:</strong></p>
|
||
<ul class="simple">
|
||
<li><p>Module implementations and debugging</p></li>
|
||
<li><p>Systems performance optimization</p></li>
|
||
<li><p>Career advice for ML engineers</p></li>
|
||
<li><p>Show and tell: Your TinyTorch projects</p></li>
|
||
</ul>
|
||
<p><strong>Why community matters for TinyTorch:</strong> Unlike watching lectures, building ML systems requires debugging, experimentation, and iteration. The community helps you debug faster, learn trade-offs, stay motivated, and build systems intuition through discussion.</p>
|
||
</section>
|
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<section id="github-repository-available-now">
|
||
<h3>GitHub Repository (Available Now ✅)<a class="headerlink" href="#github-repository-available-now" title="Link to this heading">#</a></h3>
|
||
<p>Star, fork, and contribute to TinyTorch:</p>
|
||
<p><strong><a class="reference external" href="https://github.com/harvard-edge/TinyTorch">Visit GitHub Repository</a></strong></p>
|
||
<ul class="simple">
|
||
<li><p><strong>Report issues</strong> and bugs</p></li>
|
||
<li><p><strong>Contribute fixes</strong> and improvements</p></li>
|
||
<li><p><strong>Improve documentation</strong> and examples</p></li>
|
||
<li><p><strong>Watch releases</strong> for new features</p></li>
|
||
</ul>
|
||
</section>
|
||
<section id="share-your-progress-available-now">
|
||
<h3>Share Your Progress (Available Now ✅)<a class="headerlink" href="#share-your-progress-available-now" title="Link to this heading">#</a></h3>
|
||
<p>Help others discover TinyTorch:</p>
|
||
<ul class="simple">
|
||
<li><p><strong>Twitter/X</strong>: Share your learning journey with #TinyTorch</p></li>
|
||
<li><p><strong>LinkedIn</strong>: Post about building ML systems from scratch</p></li>
|
||
<li><p><strong>Reddit</strong>: Share in r/MachineLearning, r/learnmachinelearning</p></li>
|
||
<li><p><strong>Blog</strong>: Write about your implementations and insights</p></li>
|
||
</ul>
|
||
</section>
|
||
</section>
|
||
<hr class="docutils" />
|
||
<section id="coming-soon">
|
||
<h2>Coming Soon<a class="headerlink" href="#coming-soon" title="Link to this heading">#</a></h2>
|
||
<p>We’re building additional community features to enhance your learning experience:</p>
|
||
<section id="discord-server-in-development">
|
||
<h3>Discord Server (In Development)<a class="headerlink" href="#discord-server-in-development" title="Link to this heading">#</a></h3>
|
||
<p>Real-time chat and study groups:</p>
|
||
<ul class="simple">
|
||
<li><p>Live Q&A channels for debugging</p></li>
|
||
<li><p>Tier-based study groups</p></li>
|
||
<li><p>Office hours with educators</p></li>
|
||
<li><p>Project showcase channels</p></li>
|
||
</ul>
|
||
</section>
|
||
<section id="community-dashboard-available-now">
|
||
<h3>Community Dashboard (Available Now ✅)<a class="headerlink" href="#community-dashboard-available-now" title="Link to this heading">#</a></h3>
|
||
<p>Join the global TinyTorch community and see your progress:</p>
|
||
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="c1"># Join the community</span>
|
||
tito<span class="w"> </span>community<span class="w"> </span>join
|
||
|
||
<span class="c1"># View your profile</span>
|
||
tito<span class="w"> </span>community<span class="w"> </span>profile
|
||
|
||
<span class="c1"># Update your progress</span>
|
||
tito<span class="w"> </span>community<span class="w"> </span>update
|
||
|
||
<span class="c1"># View community statistics</span>
|
||
tito<span class="w"> </span>community<span class="w"> </span>stats
|
||
</pre></div>
|
||
</div>
|
||
<p><strong>Features:</strong></p>
|
||
<ul class="simple">
|
||
<li><p><strong>Anonymous profiles</strong> - Join with optional information (country, institution, course type)</p></li>
|
||
<li><p><strong>Cohort identification</strong> - See your cohort (Fall 2024, Spring 2025, etc.)</p></li>
|
||
<li><p><strong>Progress tracking</strong> - Automatic milestone and module completion tracking</p></li>
|
||
<li><p><strong>Privacy-first</strong> - All data stored locally in <code class="docutils literal notranslate"><span class="pre">.tinytorch/</span></code> directory</p></li>
|
||
<li><p><strong>Opt-in sharing</strong> - You control what information to share</p></li>
|
||
</ul>
|
||
<p><strong>Privacy:</strong> All fields are optional. We use anonymous UUIDs (no personal names). Data is stored locally in your project directory. See <span class="xref myst">Privacy Policy</span> for details.</p>
|
||
</section>
|
||
<section id="benchmark-performance-tracking-available-now">
|
||
<h3>Benchmark & Performance Tracking (Available Now ✅)<a class="headerlink" href="#benchmark-performance-tracking-available-now" title="Link to this heading">#</a></h3>
|
||
<p>Validate your setup and track performance improvements:</p>
|
||
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="c1"># Quick setup validation (after initial setup)</span>
|
||
tito<span class="w"> </span>benchmark<span class="w"> </span>baseline
|
||
|
||
<span class="c1"># Full capstone benchmarks (after Module 20)</span>
|
||
tito<span class="w"> </span>benchmark<span class="w"> </span>capstone
|
||
|
||
<span class="c1"># Submit results to community (optional)</span>
|
||
<span class="c1"># Prompts automatically after benchmarks complete</span>
|
||
</pre></div>
|
||
</div>
|
||
<p><strong>Baseline Benchmark:</strong></p>
|
||
<ul class="simple">
|
||
<li><p>Validates your setup is working correctly</p></li>
|
||
<li><p>Quick “Hello World” moment after setup</p></li>
|
||
<li><p>Tests: tensor operations, matrix multiply, forward pass</p></li>
|
||
<li><p>Generates score (0-100) and saves results locally</p></li>
|
||
</ul>
|
||
<p><strong>Capstone Benchmark:</strong></p>
|
||
<ul class="simple">
|
||
<li><p>Full performance evaluation after Module 20</p></li>
|
||
<li><p>Tracks: speed, compression, accuracy, efficiency</p></li>
|
||
<li><p>Uses Module 19’s Benchmark harness for statistical rigor</p></li>
|
||
<li><p>Generates comprehensive results for submission</p></li>
|
||
</ul>
|
||
<p><strong>Submission:</strong> After benchmarks complete, you’ll be prompted to submit results (optional). Submissions are saved locally and can be shared with the community.</p>
|
||
<p>See <a class="reference internal" href="#tito/overview.html"><span class="xref myst">TITO CLI Reference</span></a> for complete command documentation.</p>
|
||
</section>
|
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|
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|
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|
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<h2>For Educators<a class="headerlink" href="#for-educators" title="Link to this heading">#</a></h2>
|
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<p>Teaching TinyTorch in your classroom?</p>
|
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|
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|
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|
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|
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|
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|
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<hr class="docutils" />
|
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<section id="recognition-showcase">
|
||
<h2>Recognition & Showcase<a class="headerlink" href="#recognition-showcase" title="Link to this heading">#</a></h2>
|
||
<p>Built something impressive with TinyTorch?</p>
|
||
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|
||
<ul class="simple">
|
||
<li><p>Post in <a class="reference external" href="https://github.com/harvard-edge/TinyTorch/discussions">GitHub Discussions</a> under “Show and Tell”</p></li>
|
||
<li><p>Tag us on social media with #TinyTorch</p></li>
|
||
<li><p>Submit your project for community showcase (coming soon)</p></li>
|
||
</ul>
|
||
<p><strong>Exceptional projects may be featured:</strong></p>
|
||
<ul class="simple">
|
||
<li><p>On the TinyTorch website</p></li>
|
||
<li><p>In course examples</p></li>
|
||
<li><p>As reference implementations</p></li>
|
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</ul>
|
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</section>
|
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<hr class="docutils" />
|
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<section id="stay-updated">
|
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<h2>Stay Updated<a class="headerlink" href="#stay-updated" title="Link to this heading">#</a></h2>
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<p><strong>GitHub Watch</strong>: <a class="reference external" href="https://github.com/harvard-edge/TinyTorch">Enable notifications</a> for releases and updates</p>
|
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<p><strong>Follow Development</strong>: Check <a class="reference external" href="https://github.com/harvard-edge/TinyTorch/issues">GitHub Issues</a> for roadmap and upcoming features</p>
|
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<hr class="docutils" />
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<script src="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
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<script src="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
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<footer class="bd-footer">
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</footer>
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</body>
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</html> |