TensorRT-LLMs/searchindex.js
2025-01-03 16:09:29 +08:00

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1.3 MiB

Search.setIndex({"alltitles": {"1. Weights size": [[62, "weights-size"]], "2. Activation size": [[62, "activation-size"]], "3. 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"Announcements": [[66, "announcements"], [66, "id36"]], "Architecture": [[26, null]], "Asyncio-Based Generation": [[33, "asyncio-based-generation"]], "Attention": [[56, "attention"]], "Attention Weights": [[14, "attention-weights"]], "Automatic Parallelism with LLM": [[36, null]], "BERT Attention Plugin and Context Fused Multi-Head Attention": [[53, "bert-attention-plugin-and-context-fused-multi-head-attention"]], "Batching Type": [[53, "batching-type"]], "Beam-Search": [[5, "beam-search"]], "Benchmark": [[23, "benchmark"]], "Benchmarking a non-Medusa Low Latency Engine": [[52, "benchmarking-a-non-medusa-low-latency-engine"]], "Benchmarks": [[2, "benchmarks"]], "Best Practices for Tuning the Performance of TensorRT-LLM": [[53, null]], "Best practices to choose the right quantization methods": [[23, "best-practices-to-choose-the-right-quantization-methods"]], "Build APIs": [[18, "build-apis"]], "Build Checkpoint into TensorRT Engine": [[14, "build-checkpoint-into-tensorrt-engine"]], "Build Configuration": [[33, "build-configuration"]], "Build Options to Optimize the Performance of TensorRT-LLM Models": [[53, "build-options-to-optimize-the-performance-of-tensorrt-llm-models"]], "Build TensorRT-LLM": [[27, "build-tensorrt-llm"]], "Build and Extract Files": [[28, "build-and-extract-files"]], "Building TensorRT-LLM on Bare Metal": [[28, "building-tensorrt-llm-on-bare-metal"]], "Building a Benchmark Engine": [[52, "building-a-benchmark-engine"]], "Building a Medusa Low-Latency Engine": [[52, "building-a-medusa-low-latency-engine"]], "Building a TensorRT-LLM Docker Image": [[27, "building-a-tensorrt-llm-docker-image"], [28, "building-a-tensorrt-llm-docker-image"]], "Building from Source Code on Linux": [[27, null]], "Building from Source Code on Windows": [[28, null]], "Building the Python Bindings for the C++ Runtime": [[27, "building-the-python-bindings-for-the-c-runtime"]], "C++ Executor API Example": [[3, "c-executor-api-example"]], "C++ GPT Runtime": [[6, null]], "C++ runtime": [[62, "c-runtime"], [62, "id1"]], "CLI Tools": [[18, "cli-tools"]], "Capacity Scheduler Policy": [[53, "capacity-scheduler-policy"]], "Cast": [[56, "cast"]], "Chunked Context": [[5, "chunked-context"]], "Classical Workflow": [[7, "classical-workflow"]], "Closing": [[19, "closing"], [22, "closing"]], "Commands": [[54, "commands"]], "Common Customizations": [[33, null]], "Common LLM Support": [[50, "common-llm-support"]], "Compilation": [[15, "compilation"]], "Compile the Model into a TensorRT Engine": [[61, "compile-the-model-into-a-tensorrt-engine"]], "Config": [[14, "config"]], "Context Chunking Policy": [[53, "context-chunking-policy"]], "Context Phase": [[5, "context-phase"]], "Context and Generation Phases": [[5, "context-and-generation-phases"]], "Contiguous KV Cache": [[5, "contiguous-kv-cache"]], "Control generated text using logits post processor": [[43, null]], "Controlling output with Logits Post-Processor": [[3, 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"fp8-context-fused-multi-head-attention"]], "FP8 GEMM Plugin for Small Batch Size Performance Optimization": [[53, "fp8-gemm-plugin-for-small-batch-size-performance-optimization"]], "FP8 Quantization Scaling Factors": [[14, "fp8-quantization-scaling-factors"]], "FP8 Support": [[50, "fp8-support"]], "Falcon-180B on a single H200 GPU with INT4 AWQ, and 6.7x faster Llama-70B over A100": [[19, null]], "Falcon-180B on a single H200 with INT4 AWQ": [[19, "falcon-180b-on-a-single-h200-with-int4-awq"]], "Feature Descriptions": [[51, "feature-descriptions"]], "Fixed Issues": [[66, "fixed-issues"], [66, "id5"], [66, "id10"], [66, "id17"], [66, "id22"], [66, "id28"], [66, "id34"], [66, "id40"], [66, "id45"]], "For GH200 systems only": [[54, "for-gh200-systems-only"], [54, "id2"]], "For non GH200 systems": [[54, "for-non-gh200-systems"], [54, "id1"]], "From TensorRT-LLM Engine": [[34, "from-tensorrt-llm-engine"]], "Fully customized": [[16, "fully-customized"]], "Functionals": [[55, null]], "Fused 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"Installation Errors": [[65, "installation-errors"]], "Installing on Grace Hopper": [[29, null]], "Installing on Linux": [[30, null]], "Installing on Windows": [[31, null]], "Internal Components": [[6, "internal-components"]], "KV Cache": [[5, "kv-cache"]], "KV Cache Quantization Scaling Factors": [[14, "kv-cache-quantization-scaling-factors"]], "KV cache reuse": [[9, null]], "Key Features": [[32, null]], "Key Features and Enhancements": [[66, "key-features-and-enhancements"], [66, "id2"], [66, "id7"], [66, "id14"], [66, "id19"], [66, "id25"], [66, "id31"], [66, "id37"], [66, "id41"], [66, "id43"]], "Know Issues and Future Changes": [[6, "know-issues-and-future-changes"]], "Known AllReduce performance issue on AMD-based CPU platforms": [[54, "known-allreduce-performance-issue-on-amd-based-cpu-platforms"]], "Known Issues": [[54, "known-issues"], [62, "known-issues"], [66, "known-issues"], [66, "id13"], [66, "id24"], [66, "id30"], [66, "id46"]], "LLM API": [[61, "llm-api"]], "LLM API 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