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tensorrt_llm
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<li class="toctree-l1"><a class="reference internal" href="architecture.html">TensorRT-LLM Architecture</a></li>
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<li class="toctree-l1"><a class="reference internal" href="gpt_runtime.html">C++ GPT Runtime</a></li>
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<li class="toctree-l1"><a class="reference internal" href="batch_manager.html">The Batch Manager in TensorRT-LLM</a></li>
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<li class="toctree-l1"><a class="reference internal" href="gpt_attention.html">Multi-head, Multi-query and Group-query Attention</a></li>
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<li class="toctree-l1"><a class="reference internal" href="precision.html">Numerical Precision</a></li>
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<li class="toctree-l1"><a class="reference internal" href="installation.html">Build TensorRT-LLM</a></li>
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<li class="toctree-l1"><a class="reference internal" href="performance.html">Performance of TensorRT-LLM</a></li>
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<li class="toctree-l1"><a class="reference internal" href="2023-05-19-how-to-debug.html">How to debug</a></li>
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<li class="toctree-l1"><a class="reference internal" href="2023-05-17-how-to-add-a-new-model.html">How to add a new model</a></li>
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<li class="toctree-l1"><a class="reference internal" href="graph-rewriting.html">Graph Rewriting Module</a></li>
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<li class="toctree-l1"><a class="reference internal" href="memory.html">Memory Usage of TensorRT-LLM</a></li>
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<p class="caption" role="heading"><span class="caption-text">Python API</span></p>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="python-api/tensorrt_llm.layers.html">Layers</a></li>
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<li class="toctree-l1"><a class="reference internal" href="python-api/tensorrt_llm.functional.html">Functionals</a></li>
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<li class="toctree-l1"><a class="reference internal" href="python-api/tensorrt_llm.models.html">Models</a></li>
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<li class="toctree-l1"><a class="reference internal" href="python-api/tensorrt_llm.plugin.html">Plugin</a></li>
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<li class="toctree-l1"><a class="reference internal" href="python-api/tensorrt_llm.quantization.html">Quantization</a></li>
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<li class="toctree-l1"><a class="reference internal" href="python-api/tensorrt_llm.runtime.html">Runtime</a></li>
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<p class="caption" role="heading"><span class="caption-text">C++ API</span></p>
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<li class="toctree-l1"><a class="reference internal" href="_cpp_gen/runtime.html">Runtime</a></li>
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<p class="caption" role="heading"><span class="caption-text">Blogs</span></p>
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<li class="toctree-l1"><a class="reference internal" href="blogs/H100vsA100.html">H100 has 4.6x A100 Performance in TensorRT-LLM, achieving 10,000 tok/s at 100ms to first token</a></li>
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<li class="toctree-l1"><a class="reference internal" href="blogs/H200launch.html">H200 achieves nearly 12,000 tokens/sec on Llama2-13B with TensorRT-LLM</a></li>
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<h1>Python Module Index</h1>
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<a href="#cap-t"><strong>t</strong></a>
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<strong>t</strong></td><td></td></tr>
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<a href="python-api/tensorrt_llm.runtime.html#module-tensorrt_llm"><code class="xref">tensorrt_llm</code></a></td><td>
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<em></em></td></tr>
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<td></td>
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<td>   
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<a href="python-api/tensorrt_llm.functional.html#module-tensorrt_llm.functional"><code class="xref">tensorrt_llm.functional</code></a></td><td>
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<td></td>
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<td>   
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.activation"><code class="xref">tensorrt_llm.layers.activation</code></a></td><td>
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<td></td>
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<td>   
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.attention"><code class="xref">tensorrt_llm.layers.attention</code></a></td><td>
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<em></em></td></tr>
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<td></td>
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<td>   
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.cast"><code class="xref">tensorrt_llm.layers.cast</code></a></td><td>
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<td></td>
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<td>   
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.conv"><code class="xref">tensorrt_llm.layers.conv</code></a></td><td>
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.embedding"><code class="xref">tensorrt_llm.layers.embedding</code></a></td><td>
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.linear"><code class="xref">tensorrt_llm.layers.linear</code></a></td><td>
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.mlp"><code class="xref">tensorrt_llm.layers.mlp</code></a></td><td>
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<td></td>
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.normalization"><code class="xref">tensorrt_llm.layers.normalization</code></a></td><td>
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<a href="python-api/tensorrt_llm.layers.html#module-tensorrt_llm.layers.pooling"><code class="xref">tensorrt_llm.layers.pooling</code></a></td><td>
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<a href="python-api/tensorrt_llm.models.html#module-tensorrt_llm.models"><code class="xref">tensorrt_llm.models</code></a></td><td>
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<a href="python-api/tensorrt_llm.plugin.html#module-tensorrt_llm.plugin"><code class="xref">tensorrt_llm.plugin</code></a></td><td>
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<em></em></td></tr>
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<td></td>
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<td>   
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<a href="python-api/tensorrt_llm.quantization.html#module-tensorrt_llm.quantization"><code class="xref">tensorrt_llm.quantization</code></a></td><td>
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<em></em></td></tr>
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<td></td>
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<td>   
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<a href="python-api/tensorrt_llm.runtime.html#module-tensorrt_llm.runtime"><code class="xref">tensorrt_llm.runtime</code></a></td><td>
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<em></em></td></tr>
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