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<div class="bd-toc-item navbar-nav"><p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../overview.html">Overview</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../quick-start-guide.html">Quick Start Guide</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../key-features.html">Key Features</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../torch.html">PyTorch Backend</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../release-notes.html">Release Notes</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../installation/linux.html">Installing on Linux via <code class="docutils literal notranslate"><span class="pre">pip</span></code></a></li>
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<li class="toctree-l1"><a class="reference internal" href="../deployment-guide/quick-start-recipe-for-llama4-scout-on-trtllm.html">Quick Start Recipe for Llama4 Scout 17B on TensorRT-LLM - Blackwell & Hopper Hardware</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../deployment-guide/quick-start-recipe-for-deepseek-r1-on-trtllm.html">Quick Start Recipe for DeepSeek R1 on TensorRT-LLM - Blackwell & Hopper Hardware</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../deployment-guide/quick-start-recipe-for-llama3.3-70b-on-trtllm.html">Quick Start Recipe for Llama3.3 70B on TensorRT-LLM - Blackwell & Hopper Hardware</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../deployment-guide/quick-start-recipe-for-gpt-oss-on-trtllm.html">Quick Start Recipe for GPT-OSS on TensorRT-LLM - Blackwell Hardware</a></li>
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</ul>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">LLM API</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../llm-api/index.html">LLM API Introduction</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../llm-api/reference.html">API Reference</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../examples/index.html">LLM Examples Introduction</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="simple">
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</details></li>
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<li class="toctree-l1"><a class="reference internal" href="../examples/customization.html">LLM Common Customizations</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../examples/llm_api_examples.html">LLM Examples</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_inference.html">Generate text</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_inference_async.html">Generate text asynchronously</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_inference_async_streaming.html">Generate text in streaming</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_inference_distributed.html">Distributed LLM Generation</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_guided_decoding.html">Generate text with guided decoding</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_logits_processor.html">Control generated text using logits processor</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_multilora.html">Generate text with multiple LoRA adapters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_speculative_decoding.html">Speculative Decoding</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_kv_cache_connector.html">KV Cache Connector</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_runtime.html">Runtime Configuration Examples</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_sampling.html">Sampling Techniques Showcase</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_mgmn_llm_distributed.html">Run LLM-API with pytorch backend on Slurm</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_mgmn_trtllm_bench.html">Run trtllm-bench with pytorch backend on Slurm</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/llm_mgmn_trtllm_serve.html">Run trtllm-serve with pytorch backend on Slurm</a></li>
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</ul>
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../examples/trtllm_serve_examples.html">Online Serving Examples</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="../examples/curl_chat_client.html">Curl Chat Client</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../examples/curl_chat_client_for_multimodal.html">Curl Chat Client For Multimodal</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../examples/curl_completion_client.html">Curl Completion Client</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../examples/deepseek_r1_reasoning_parser.html">Deepseek R1 Reasoning Parser</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../examples/genai_perf_client.html">Genai Perf Client</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/genai_perf_client_for_multimodal.html">Genai Perf Client For Multimodal</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../examples/openai_chat_client.html">OpenAI Chat Client</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../examples/openai_chat_client_for_multimodal.html">OpenAI Chat Client for Multimodal</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../examples/openai_completion_client.html">OpenAI Completion Client</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../examples/openai_completion_client_for_lora.html">Openai Completion Client For Lora</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../examples/openai_completion_client_json_schema.html">OpenAI Completion Client with JSON Schema</a></li>
|
||
</ul>
|
||
</details></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Model Definition API</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="../python-api/tensorrt_llm.layers.html">Layers</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../python-api/tensorrt_llm.functional.html">Functionals</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../python-api/tensorrt_llm.models.html">Models</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../python-api/tensorrt_llm.plugin.html">Plugin</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../python-api/tensorrt_llm.quantization.html">Quantization</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../python-api/tensorrt_llm.runtime.html">Runtime</a></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">C++ API</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="../_cpp_gen/executor.html">Executor</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../_cpp_gen/runtime.html">Runtime</a></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Command-Line Reference</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="../commands/trtllm-bench.html">trtllm-bench</a></li>
|
||
|
||
<li class="toctree-l1"><a class="reference internal" href="../commands/trtllm-build.html">trtllm-build</a></li>
|
||
<li class="toctree-l1 has-children"><a class="reference internal" href="../commands/trtllm-serve/index.html">trtllm-serve</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
|
||
<li class="toctree-l2"><a class="reference internal" href="../commands/trtllm-serve/trtllm-serve.html">trtllm-serve</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../commands/trtllm-serve/run-benchmark-with-trtllm-serve.html">Run benchmarking with <code class="docutils literal notranslate"><span class="pre">trtllm-serve</span></code></a></li>
|
||
</ul>
|
||
</details></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Architecture</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="../architecture/overview.html">TensorRT-LLM Architecture</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../architecture/core-concepts.html">Model Definition</a></li>
|
||
|
||
|
||
|
||
<li class="toctree-l1"><a class="reference internal" href="../architecture/checkpoint.html">TensorRT-LLM Checkpoint</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../architecture/workflow.html">TensorRT-LLM Build Workflow</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../architecture/add-model.html">Adding a Model</a></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Advanced</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/gpt-attention.html">Multi-Head, Multi-Query, and Group-Query Attention</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/gpt-runtime.html">C++ GPT Runtime</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/executor.html">Executor API</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/graph-rewriting.html">Graph Rewriting Module</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/lora.html">Run gpt-2b + LoRA using Executor / cpp runtime</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/expert-parallelism.html">Expert Parallelism in TensorRT-LLM</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/kv-cache-management.html">KV Cache Management: Pools, Blocks, and Events</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/kv-cache-reuse.html">KV cache reuse</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/speculative-decoding.html">Speculative Sampling</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../advanced/disaggregated-service.html">Disaggregated-Service (Prototype)</a></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Performance</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="../performance/perf-overview.html">Overview</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../performance/perf-benchmarking.html">Benchmarking</a></li>
|
||
<li class="toctree-l1 has-children"><a class="reference internal" href="../performance/performance-tuning-guide/index.html">Performance Tuning Guide</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
|
||
<li class="toctree-l2"><a class="reference internal" href="../performance/performance-tuning-guide/benchmarking-default-performance.html">Benchmarking Default Performance</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../performance/performance-tuning-guide/useful-build-time-flags.html">Useful Build-Time Flags</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../performance/performance-tuning-guide/tuning-max-batch-size-and-max-num-tokens.html">Tuning Max Batch Size and Max Num Tokens</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../performance/performance-tuning-guide/deciding-model-sharding-strategy.html">Deciding Model Sharding Strategy</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../performance/performance-tuning-guide/fp8-quantization.html">FP8 Quantization</a></li>
|
||
<li class="toctree-l2"><a class="reference internal" href="../performance/performance-tuning-guide/useful-runtime-flags.html">Useful Runtime Options</a></li>
|
||
</ul>
|
||
</details></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../performance/perf-analysis.html">Performance Analysis</a></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Reference</span></p>
|
||
<ul class="current nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="troubleshooting.html">Troubleshooting</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="support-matrix.html">Support Matrix</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="precision.html">Numerical Precision</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="memory.html">Memory Usage of TensorRT-LLM</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="ci-overview.html">Continuous Integration Overview</a></li>
|
||
<li class="toctree-l1 current active"><a class="current reference internal" href="#">Using Dev Containers</a></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Blogs</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<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>
|
||
<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>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/Falcon180B-H200.html">Falcon-180B on a single H200 GPU with INT4 AWQ, and 6.7x faster Llama-70B over A100</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/quantization-in-TRT-LLM.html">Speed up inference with SOTA quantization techniques in TRT-LLM</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/XQA-kernel.html">New XQA-kernel provides 2.4x more Llama-70B throughput within the same latency budget</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog10_ADP_Balance_Strategy.html">ADP Balance Strategy</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog1_Pushing_Latency_Boundaries_Optimizing_DeepSeek-R1_Performance_on_NVIDIA_B200_GPUs.html">Pushing Latency Boundaries: Optimizing DeepSeek-R1 Performance on NVIDIA B200 GPUs</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog2_DeepSeek_R1_MTP_Implementation_and_Optimization.html">DeepSeek R1 MTP Implementation and Optimization</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog3_Optimizing_DeepSeek_R1_Throughput_on_NVIDIA_Blackwell_GPUs.html">Optimizing DeepSeek R1 Throughput on NVIDIA Blackwell GPUs: A Deep Dive for Developers</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog4_Scaling_Expert_Parallelism_in_TensorRT-LLM.html">Scaling Expert Parallelism in TensorRT-LLM (Part 1: Design and Implementation of Large-scale EP)</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog5_Disaggregated_Serving_in_TensorRT-LLM.html">Disaggregated Serving in TensorRT-LLM</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog6_Llama4_maverick_eagle_guide.html">How to launch Llama4 Maverick + Eagle3 TensorRT-LLM server</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog7_NGram_performance_Analysis_And_Auto_Enablement.html">N-Gram Speculative Decoding in TensorRT‑LLM</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog8_Scaling_Expert_Parallelism_in_TensorRT-LLM_part2.html">Scaling Expert Parallelism in TensorRT-LLM (Part 2: Performance Status and Optimization)</a></li>
|
||
<li class="toctree-l1"><a class="reference internal" href="../blogs/tech_blog/blog9_Deploying_GPT_OSS_on_TRTLLM.html">Running a High Performance GPT-OSS-120B Inference Server with TensorRT-LLM</a></li>
|
||
</ul>
|
||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Use TensorRT Engine</span></p>
|
||
<ul class="nav bd-sidenav">
|
||
<li class="toctree-l1"><a class="reference internal" href="../legacy/tensorrt_quickstart.html">LLM API with TensorRT Engine</a></li>
|
||
</ul>
|
||
</div>
|
||
</nav></div>
|
||
</div>
|
||
|
||
|
||
<div class="sidebar-primary-items__end sidebar-primary__section">
|
||
</div>
|
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|
||
|
||
|
||
</div>
|
||
|
||
<main id="main-content" class="bd-main" role="main">
|
||
|
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|
||
<div class="bd-content">
|
||
<div class="bd-article-container">
|
||
|
||
<div class="bd-header-article d-print-none">
|
||
<div class="header-article-items header-article__inner">
|
||
|
||
<div class="header-article-items__start">
|
||
|
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<div class="header-article-item">
|
||
|
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<nav aria-label="Breadcrumb" class="d-print-none">
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<ul class="bd-breadcrumbs">
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<li class="breadcrumb-item breadcrumb-home">
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<a href="../index.html" class="nav-link" aria-label="Home">
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<i class="fa-solid fa-home"></i>
|
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</a>
|
||
</li>
|
||
<li class="breadcrumb-item active" aria-current="page"><span class="ellipsis">Using Dev Containers</span></li>
|
||
</ul>
|
||
</nav>
|
||
</div>
|
||
|
||
</div>
|
||
|
||
|
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</div>
|
||
</div>
|
||
|
||
|
||
|
||
|
||
<div id="searchbox"></div>
|
||
<article class="bd-article">
|
||
|
||
<section id="using-dev-containers">
|
||
<h1>Using Dev Containers<a class="headerlink" href="#using-dev-containers" title="Link to this heading">#</a></h1>
|
||
<p>The TensorRT-LLM repository contains a <a class="reference external" href="https://containers.dev/">Dev Containers</a>
|
||
configuration in <code class="docutils literal notranslate"><span class="pre">.devcontainer</span></code>. These files are intended for
|
||
use with <a class="reference external" href="https://code.visualstudio.com/">Visual Studio Code</a>.</p>
|
||
<p>Due to the various container options supported by TensorRT-LLM (see
|
||
<a class="reference internal" href="../installation/build-from-source-linux.html"><span class="std std-doc">Building from Source Code on Linux</span></a> and
|
||
<a class="github reference external" href="https://github.com/NVIDIA/TensorRT-LLM/tree/main/docker">NVIDIA/TensorRT-LLM</a>), the Dev
|
||
Container configuration also offers some degree of customization.</p>
|
||
<p>Generally, the <code class="docutils literal notranslate"><span class="pre">initializeCommand</span></code> in <code class="docutils literal notranslate"><span class="pre">devcontainer.json</span></code> will run
|
||
<code class="docutils literal notranslate"><span class="pre">make_env.py</span></code> to generate an
|
||
<a class="reference external" href="https://docs.docker.com/compose/how-tos/environment-variables/variable-interpolation/#env-file-syntax"><code class="docutils literal notranslate"><span class="pre">.env</span></code> file for <code class="docutils literal notranslate"><span class="pre">docker-compose</span></code></a>.
|
||
Most importantly, the <code class="docutils literal notranslate"><span class="pre">docker-compose.yml</span></code> uses <code class="docutils literal notranslate"><span class="pre">${DEV_CONTAINER_IMAGE}</span></code>
|
||
as base image.
|
||
The generated <code class="docutils literal notranslate"><span class="pre">.devcontainer/.env</span></code> is not tracked by Git and combines
|
||
data from the following sources:</p>
|
||
<ul class="simple">
|
||
<li><p><code class="docutils literal notranslate"><span class="pre">jenkins/current_image_tags.properties</span></code> which contains the image tags
|
||
currently used by CI.</p></li>
|
||
<li><p><code class="docutils literal notranslate"><span class="pre">.devcontainer/devcontainer.env</span></code> which contains common configuration
|
||
settings and is tracked by Git.</p></li>
|
||
<li><p><code class="docutils literal notranslate"><span class="pre">.devcontainer/devcontainer.env.user</span></code> (optional) which is ignored by
|
||
Git and can be edited to customize the Dev Container behavior.</p></li>
|
||
</ul>
|
||
<p>The source files are processed using <code class="docutils literal notranslate"><span class="pre">sh</span></code>, in the order in which they
|
||
are listed above. Thus, features like command substitution are supported.</p>
|
||
<p>The following sections provide more detail on particular Dev Container
|
||
configuration parameters which can be customized.</p>
|
||
<div class="admonition note">
|
||
<p class="admonition-title">Note</p>
|
||
<p>After editing any of the configuration files, it may be necessary
|
||
to execute the “Dev Containers: Reopen Folder in SSH” (if applicable) and
|
||
“Dev Containers: Rebuild and Reopen in Container” Visual Studio Code
|
||
commands.</p>
|
||
</div>
|
||
<section id="container-image-selection">
|
||
<h2>Container image selection<a class="headerlink" href="#container-image-selection" title="Link to this heading">#</a></h2>
|
||
<p>By default, <code class="docutils literal notranslate"><span class="pre">make_env.py</span></code> will attempt to auto-select a suitable container
|
||
image as follows:</p>
|
||
<ol class="arabic simple">
|
||
<li><p>Reuse the development container image used by CI. This requires access
|
||
to the NVIDIA internal artifact repository.</p></li>
|
||
<li><p>Use the most recent
|
||
<a class="reference external" href="https://catalog.ngc.nvidia.com/orgs/nvidia/teams/tensorrt-llm/containers/devel">NGC Development container image</a>
|
||
associated with a Git tag which is reachable from the currently checked
|
||
out commit.</p></li>
|
||
<li><p>Build a development image locally.</p></li>
|
||
</ol>
|
||
<p>Set <code class="docutils literal notranslate"><span class="pre">DEV_CONTAINER_IMAGE=<some_uri></span></code> to bypass the aforementioned discovery
|
||
mechanism if desired.</p>
|
||
<p>By setting <code class="docutils literal notranslate"><span class="pre">LOCAL_BUILD=0</span></code>, the local image build can be disabled. In this
|
||
case, execution fails if no suitable pre-built image is found.</p>
|
||
<p>Setting <code class="docutils literal notranslate"><span class="pre">LOCAL_BUILD=1</span></code> forces building of a local image, even if a pre-built
|
||
image is available.</p>
|
||
</section>
|
||
<section id="volume-mounts">
|
||
<h2>Volume Mounts<a class="headerlink" href="#volume-mounts" title="Link to this heading">#</a></h2>
|
||
<p><a class="reference external" href="https://docs.docker.com/engine/storage/volumes/#use-a-volume-with-docker-compose">Docker volume mounts</a> can be customized by editing
|
||
<code class="docutils literal notranslate"><span class="pre">docker-compose.yml</span></code>, which allows using any variables defined in <code class="docutils literal notranslate"><span class="pre">.env</span></code>.</p>
|
||
<p>By default, the Dev Container configuration mounts the VS Code workspace into
|
||
<code class="docutils literal notranslate"><span class="pre">/workspaces/tensorrt_llm</span></code> and <code class="docutils literal notranslate"><span class="pre">~/.cache/huggingface</span></code> into <code class="docutils literal notranslate"><span class="pre">/huggingface</span></code>.
|
||
The source paths can be overridden by setting <code class="docutils literal notranslate"><span class="pre">SOURCE_DIR</span></code> and <code class="docutils literal notranslate"><span class="pre">HOME_DIR</span></code>
|
||
in <code class="docutils literal notranslate"><span class="pre">.devcontainer/devcontainer.env.user</span></code>, respectively. This is of
|
||
particular relevance when using
|
||
<a class="reference external" href="https://docs.docker.com/engine/security/rootless/">Docker Rootless Mode</a>,
|
||
which requires configuring UID/GID translation using a tool like <code class="docutils literal notranslate"><span class="pre">bindfs</span></code>.
|
||
The Dev Container scripts contain heuristics to detect Docker Rootless
|
||
Mode and will issue an error if these variables are not set.
|
||
An analogous logic is applied to <code class="docutils literal notranslate"><span class="pre">HF_HOME</span></code>.</p>
|
||
</section>
|
||
<section id="overriding-docker-compose-configuration">
|
||
<h2>Overriding Docker Compose configuration<a class="headerlink" href="#overriding-docker-compose-configuration" title="Link to this heading">#</a></h2>
|
||
<p>When starting the container, <code class="docutils literal notranslate"><span class="pre">.devcontainer/docker-compose.yml</span></code>
|
||
is <a class="reference external" href="https://docs.docker.com/compose/how-tos/multiple-compose-files/merge/">merged</a> with
|
||
<code class="docutils literal notranslate"><span class="pre">.devcontainer/docker-compose.override.yml</span></code>. The latter file is not
|
||
tracked by Git and will be created by <code class="docutils literal notranslate"><span class="pre">make_env.py</span></code> if it does not exist.</p>
|
||
<p>This mechanism can be used, e.g., to add custom volume mounts:</p>
|
||
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1"># Example .devcontainer/docker-compose.override.yml</span>
|
||
<span class="n">version</span><span class="p">:</span> <span class="s2">"3.9"</span>
|
||
<span class="n">services</span><span class="p">:</span>
|
||
<span class="n">tensorrt_llm</span><span class="o">-</span><span class="n">dev</span><span class="p">:</span>
|
||
<span class="n">volumes</span><span class="p">:</span>
|
||
<span class="c1"># Uncomment the following lines to enable</span>
|
||
<span class="c1"># # Mount TRTLLM data volume:</span>
|
||
<span class="c1"># - /home/scratch.trt_llm_data/:/home/scratch.trt_llm_data/:ro</span>
|
||
</pre></div>
|
||
</div>
|
||
<p>It is possible to conditionally mount volumes by combining, e.g.,
|
||
[this method] (https://stackoverflow.com/a/61954812) and shell command
|
||
substitution in <code class="docutils literal notranslate"><span class="pre">.devcontainer/devcontainer.env.user</span></code>.</p>
|
||
<p>If no <code class="docutils literal notranslate"><span class="pre">.devcontainer/docker-compose.override.yml</span></code> file is found, the Dev Container
|
||
initialization script will create one with the contents listed above.</p>
|
||
</section>
|
||
</section>
|
||
|
||
|
||
</article>
|
||
|
||
|
||
|
||
|
||
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