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游雁 2023-03-22 19:37:14 +08:00
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funasr/runtime/python/benchmark_onnx.md
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@ -25,6 +25,16 @@ Aishell1 [test set](https://www.openslr.org/33/) , the total audio duration is 3
## [Paraformer-large](https://www.modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary)
Number of Parameter: 220M
Storage size: 880MB
Storage size after int8-quant: 237MB
CER: 1.95%
CER after int8-quant: 1.95%
### Intel(R) Xeon(R) Platinum 8369B CPU @ 2.90GHz 16core-32processor with avx512_vnni
| concurrent-tasks | processing time(s) | RTF | Speedup Rate |
@ -73,6 +83,16 @@ Aishell1 [test set](https://www.openslr.org/33/) , the total audio duration is 3
## [Paraformer](https://modelscope.cn/models/damo/speech_paraformer_asr_nat-zh-cn-16k-common-vocab8358-tensorflow1/summary)
Number of Parameter: 68M
Storage size: 275MB
Storage size after int8-quant: 81MB
CER: 3.73%
CER after int8-quant: 3.78%
### Intel(R) Xeon(R) Platinum 8369B CPU @ 2.90GHz 16core-32processor with avx512_vnni
| concurrent-tasks | processing time(s) | RTF | Speedup Rate |