From 08f3db5b705133176247131ecb3afa5a9b3add53 Mon Sep 17 00:00:00 2001 From: qingen Date: Mon, 14 Mar 2022 20:55:06 +0800 Subject: [PATCH] [wip][vec] update search result description, test=doc #1543 --- demos/audio_searching/README.md | 6 +++--- demos/audio_searching/README_cn.md | 4 ++-- demos/audio_searching/img/result.png | Bin 143573 -> 33658 bytes 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/demos/audio_searching/README.md b/demos/audio_searching/README.md index 010fb15c..a2d86df1 100644 --- a/demos/audio_searching/README.md +++ b/demos/audio_searching/README.md @@ -13,7 +13,7 @@ In this demo, you will learn how to build an audio retrieval system to retrieve ![Workflow of an audio searching system](./img/audio_searching.png) -Note:this demo uses the [CN-Celeb](http://openslr.org/82/) dataset of at least 650,000 audio entries and 3000 speakers to build the audio vector library, which is then retrieved using a preset distance calculation. The dataset can also use other, Adjust as needed, e.g. Librispeech, VoxCeleb, UrbanSound, etc +Note:this demo uses the [CN-Celeb](http://openslr.org/82/) dataset of at least 650,000 audio entries and 3000 speakers to build the audio vector library, which is then retrieved using a preset distance calculation. The dataset can also use other, Adjust as needed, e.g. Librispeech, VoxCeleb, UrbanSound, GloVe, MNIST, etc ## Usage ### 1. Prepare MySQL and Milvus services by docker-compose @@ -146,14 +146,14 @@ Then to start the system server, and it provides HTTP backend services. - memory:132G dataset: -- CN-Celeb, train size 650,000, test size 10,000, dimention 256, distance L2 +- CN-Celeb, train size 650,000, test size 10,000, dimention 192, distance L2 recall and elapsed time statistics are shown in the following figure: ![](./img/result.png) -Compared with other algorithms, the retrieval framework based on Milvus ranks in the middle in terms of speed and performance. Under the premise of 90% recall rate, the retrieval time is about 2.9 milliseconds, which can meet most application scenarios +The retrieval framework based on Milvus takes about 2.9 milliseconds to retrieve on the premise of 90% recall rate, and it takes about 500 milliseconds for feature extraction (testing audio takes about 5 seconds), that is, a single audio test takes about 503 milliseconds in total, which can meet most application scenarios ### 5.Pretrained Models diff --git a/demos/audio_searching/README_cn.md b/demos/audio_searching/README_cn.md index 8da53d44..ba5cb31d 100644 --- a/demos/audio_searching/README_cn.md +++ b/demos/audio_searching/README_cn.md @@ -148,13 +148,13 @@ ffce340b3790 minio/minio:RELEASE.2020-12-03T00-03-10Z "/usr/bin/docker-ent…" - 内存:132G 数据集: -- CN-Celeb, 训练集 65万, 测试集 1万,向量维度 256,距离 L2 +- CN-Celeb, 训练集 65万, 测试集 1万,向量维度 192,距离计算方式 L2 召回和耗时统计如下图: ![](./img/result.png) -和其他算法比较,基于 milvus 的检索框架在速度与性能排名居中,在召回率 90% 的前提下,检索耗时约 2.9 毫秒,可以满足大多数应用场景 +基于 milvus 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