[P] Benchmarking some PyTorch Inference Servers

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • bitbeast

    Experiments with Model Training, Deployment & Monitoring

    Source Code and Results: https://github.com/prabhuomkar/bitbeast/tree/master/ptibench

  • model_analyzer

    Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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