From 06975be6bf1eb83c12666c6c93b7f5412e5749ff Mon Sep 17 00:00:00 2001 From: 游雁 <zhifu.gzf@alibaba-inc.com> Date: 星期三, 15 三月 2023 21:39:47 +0800 Subject: [PATCH] benchmark cpu --- funasr/runtime/python/README.md | 21 +++++++++++++++++++++ 1 files changed, 21 insertions(+), 0 deletions(-) diff --git a/funasr/runtime/python/README.md b/funasr/runtime/python/README.md new file mode 100644 index 0000000..9995974 --- /dev/null +++ b/funasr/runtime/python/README.md @@ -0,0 +1,21 @@ +Benchmark [speech_paraformer](https://www.modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary) based on Aishell1 test set , the total audio duration is 36108.919 seconds. + +(Note: The service has been fully warm up.) + + Intel(R) Xeon(R) Platinum 8369B CPU @ 2.90GHz 16core-32processor with avx512_vnni + +| concurrent-tasks | processing time(s) | RTF | Speedup Rate | +|:----------------:|:------------------:|:------:|:------------:| +| 1 (onnx fp32) | 2806 | 0.0777 | 12.9 | +| 1 (onnx int8) | 1611 | 0.0446 | 22.4 | +| 8 (onnx fp32) | 538 | 0.0149 | 67.1 | +| 8 (onnx int8) | 210 | 0.0058 | 172.4 | +| 16 (onnx fp32) | 288 | 0.0080 | 125.2 | +| 16 (onnx int8) | 117 | 0.0032 | 309.9 | +| 32 (onnx fp32) | 167 | 0.0046 | 216.5 | +| 32 (onnx int8) | 107 | 0.0030 | 338.0 | +| 64 (onnx fp32) | 158 | 0.0044 | 228.1 | +| 64 (onnx int8) | 82 | 0.0023 | 442.8 | +| 96 (onnx fp32) | 151 | 0.0042 | 238.0 | +| 96 (onnx int8) | 80 | 0.0022 | 452.0 | + -- Gitblit v1.9.1