From ed3de87cd9027acfd95966d2052bfb185b51fa3c Mon Sep 17 00:00:00 2001 From: 游雁 <zhifu.gzf@alibaba-inc.com> Date: 星期五, 17 三月 2023 19:00:59 +0800 Subject: [PATCH] rtf benchmark --- funasr/runtime/python/benchmark_libtorch.md | 29 +++++++++++++++++++++++++++-- 1 files changed, 27 insertions(+), 2 deletions(-) diff --git a/funasr/runtime/python/benchmark_libtorch.md b/funasr/runtime/python/benchmark_libtorch.md index 98ab5a0..7dbc2c7 100644 --- a/funasr/runtime/python/benchmark_libtorch.md +++ b/funasr/runtime/python/benchmark_libtorch.md @@ -22,13 +22,38 @@ ## [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 8369B CPU @ 2.90GHz 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 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