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try to fix bad merge
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divyegala committed Oct 28, 2023
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Expand Up @@ -4,27 +4,22 @@ This project provides a benchmark program for various ANN search implementations

## Table of Contents

- [RAFT ANN Benchmarks](#raft-ann-benchmarks)
- [Table of Contents](#table-of-contents)
- [Installing the benchmarks](#installing-the-benchmarks)
- [Conda](#conda)
- [Docker](#docker)
- [How to run the benchmarks](#how-to-run-the-benchmarks)
- [Step 1: Prepare Dataset](#step-1-prepare-dataset)
- [Step 2: Build and Search Index](#step-2-build-and-search-index)
- [Step 3: Data Export](#step-3-data-export)
- [Step 4: Plot Results](#step-4-plot-results)
- [Running the benchmarks](#running-the-benchmarks)
- [End to end: small-scale benchmarks (\<1M to 10M)](#end-to-end-small-scale-benchmarks-1m-to-10m)
- [End to end: large-scale benchmarks (\>10M vectors)](#end-to-end-large-scale-benchmarks-10m-vectors)
- [Running with Docker containers](#running-with-docker-containers)
- [End-to-end run on GPU](#end-to-end-run-on-gpu)
- [End-to-end run on CPU](#end-to-end-run-on-cpu)
- [Manually run the scripts inside the container](#manually-run-the-scripts-inside-the-container)
- [Creating and customizing dataset configurations](#creating-and-customizing-dataset-configurations)
- [Adding a new ANN algorithm](#adding-a-new-ann-algorithm)
- [Implementation and Configuration](#implementation-and-configuration)
- [Adding a CMake Target](#adding-a-cmake-target)
- [Installing the benchmarks](#installing-the-benchmarks)
- [Conda](#conda)
- [Docker](#docker)
- [How to run the benchmarks](#how-to-run-the-benchmarks)
- [Step 1: prepare dataset](#step-1-prepare-dataset)
- [Step 2: build and search index](#step-2-build-and-search-index)
- [Step 3: data export](#step-3-data-export)
- [Step 4: plot results](#step-4-plot-results)
- [Running the benchmarks](#running-the-benchmarks)
- [End to end: small-scale (<1M to 10M)](#end-to-end-small-scale-benchmarks-1m-to-10m)
- [End to end: large-scale (>10M)](#end-to-end-large-scale-benchmarks-10m-vectors)
- [Running with Docker containers](#running-with-docker-containers)
- [Creating and customizing dataset configurations](#creating-and-customizing-dataset-configurations)
- [Adding a new ANN algorithm](#adding-a-new-ann-algorithm)
- [Parameter tuning guide](https://docs.rapids.ai/api/raft/nightly/ann_benchmarks_param_tuning/)
- [Wiki-all RAG/LLM Dataset](https://docs.rapids.ai/api/raft/nightly/wiki_all_dataset/)

## Installing the benchmarks

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