rtf benchmark

游雁

2023-03-17 ed3de87cd9027acfd95966d2052bfb185b51fa3c

rtf benchmark

 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)

 funasr/runtime/python/utils/test_rtf.sh

@@ -4,7 +4,6 @@

scp="/nfs/haoneng.lhn/funasr_data/aishell-1/data/test/wav.scp"
export_root="/nfs/zhifu.gzf/export"
logs_outputs_dir="/nfs/zhifu.gzf/data_debug/test"
split_scps_tool=split_scp.pl
rtf_tool=test_rtf.py

@@ -15,7 +14,7 @@
tag=${model_name}/${backend}_${quantize}
!

logs_outputs_dir=${logs_outputs_dir}/${tag}/split$nj
logs_outputs_dir=${export_root}/logs/${tag}/split$nj
mkdir -p ${logs_outputs_dir}
echo ${logs_outputs_dir}