游雁 495e7071ea benchmark cpu 3 years ago
..
grpc 42f90b4ca1 modify grpc environment dependencies 3 years ago
libtorch 81f64f1fe1 paraformer_onnx and paraformer_bin batch inference 3 years ago
onnxruntime 37be12e35e rtf 3 years ago
README.md 495e7071ea benchmark cpu 3 years ago
__init__.py 865ae89f0a export model 3 years ago

README.md

Benchmark Paraformer-large 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