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hedgehop    
vi. 超低空飞行,话题变来变去

超低空飞行,话题变来变去


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英文字典中文字典相关资料:


  • Parameters and Best Practices — NVIDIA NIM LLMs Benchmarking
    An application’s specific use cases influence the sequence lengths (i e , ISL and OSL), which in turn affects how fast a system digests the input to form KV-cache and generate output tokens
  • LLM Inference Benchmarking: Fundamental Concepts | NVIDIA . . .
    Common use cases and the likely ISL OSL pairs include: Translation: Includes translation between languages and code and is characterized by having similar ISL and OSL of roughly 500~2000 tokens each Generation: Includes generation of code, story, and email content and generic content through search
  • Conduct your own LLM endpoint benchmarking - Azure Databricks
    LLMs perform inference in a two-step process: Prefill, where the tokens in the input prompt are processed in parallel Decoding, where text is generated one token at a time in an auto-regressive manner Each generated token is appended to the input and fed back into the model to generate the next token
  • GitHub - Linaro OpenCSD: CoreSight trace stream decoder . . .
    This library provides an API suitable for the decode of ARM(r) CoreSight(tm) trace streams The library will decode formatted trace in three stages: Frame Deformatting: Removal CoreSight frame formatting from individual trace streams Packet Processing: Separate individual trace streams into discrete packets
  • Decoding LLM Inference: A Deep Dive into Workloads . . .
    Input Sequence Length (ISL) and Output Sequence Length (OSL): Tracking ISL and OSL helps understand querying patterns and optimize resource allocation Querying Patterns and Their Impact Different querying patterns significantly impact GPU resource utilization and cost:
  • Performance — Omniverse Services
    NVIDIA GenAI-Perf is a client-side LLM-focused benchmarking tool, providing key metrics such as TTFT, ITL, TPS, RPS and more It supports any LLM inference service conforming to the OpenAI API specification, a widely accepted de facto standard in the industry
  • A Novel Method of Trace Message Decoding and the Performance . . .
    The decoding method proposed in this paper loads the required data fields, and determine the specific branch of the decoding tree where the required data content is located, so as to improve the decoding efficiency





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