From 8dab6d184a034ca86eafa644ea0d2100aadfe27d Mon Sep 17 00:00:00 2001 From: jmwang66 <wangjiaming.wjm@alibaba-inc.com> Date: 星期二, 09 五月 2023 10:58:33 +0800 Subject: [PATCH] Merge pull request #473 from alibaba-damo-academy/dev_smohan --- funasr/runtime/python/benchmark_libtorch.md | 38 ++++++++++++++++++++++++++++++-------- 1 files changed, 30 insertions(+), 8 deletions(-) diff --git a/funasr/runtime/python/benchmark_libtorch.md b/funasr/runtime/python/benchmark_libtorch.md index 98ab5a0..2aafe25 100644 --- a/funasr/runtime/python/benchmark_libtorch.md +++ b/funasr/runtime/python/benchmark_libtorch.md @@ -1,34 +1,56 @@ -# Benchmark +# CPU Benchmark (Libtorch) +## Configuration ### Data set: Aishell1 [test set](https://www.openslr.org/33/) , the total audio duration is 36108.919 seconds. ### Tools -- Install +#### Install Requirements +Install ModelScope and FunASR +```shell +pip install -U modelscope funasr +# For the users in China, you could install with the command: +#pip install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple +``` + +Install requirements ```shell git clone https://github.com/alibaba-damo-academy/FunASR.git && cd FunASR -pip install --editable ./ cd funasr/runtime/python/utils pip install -r requirements.txt ``` -- recipe -set the model, data path and output_dir +#### Recipe +##### test_rtf +set the model, data path and output_dir ```shell nohup bash test_rtf.sh &> log.txt & +``` + +##### test_cer +set the model, data path and output_dir +```shell +nohup bash test_cer.sh &> log.txt & ``` ## [Paraformer-large](https://www.modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary) - ### Intel(R) Xeon(R) Platinum 8369B CPU @ 2.90GHz 16core-32processor with avx512_vnni - ### Intel(R) Xeon(R) Platinum 8269CY CPU @ 2.50GHz 16core-32processor with avx512_vnni +| concurrent-tasks | processing time(s) | RTF | Speedup Rate | +|:----------------:|:------------------:|:------:|:------------:| +| 1 (torch fp32) | 3522 | 0.0976 | 10.3 | +| 1 (torch int8) | 1746 | 0.0484 | 20.7 | +| 32 (torch fp32) | 236 | 0.0066 | 152.7 | +| 32 (torch int8) | 114 | 0.0032 | 317.4 | +| 64 (torch fp32) | 235 | 0.0065 | 153.7 | +| 64 (torch int8) | 113 | 0.0031 | 319.2 | -### Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz 32core-64processor without avx512_vnni + +[//]: # (### Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz 32core-64processor without avx512_vnni) ## [Paraformer](https://modelscope.cn/models/damo/speech_paraformer_asr_nat-zh-cn-16k-common-vocab8358-tensorflow1/summary) -- Gitblit v1.9.1