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Benchmark

Data set:

Aishell1 test set , the total audio duration is 36108.919 seconds.

Tools

  • Install
    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

nohup bash test_rtf.sh &> log.txt &

Paraformer-large

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

Paraformer