From 602fe75a1f0a8d64ccb6fc4d69ad510872fdfd13 Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期五, 17 三月 2023 20:30:40 +0800
Subject: [PATCH] rtf benchmark
---
funasr/runtime/python/onnxruntime/rapid_paraformer/paraformer_onnx.py | 6 +++++-
1 files changed, 5 insertions(+), 1 deletions(-)
diff --git a/funasr/runtime/python/onnxruntime/rapid_paraformer/paraformer_onnx.py b/funasr/runtime/python/onnxruntime/rapid_paraformer/paraformer_onnx.py
index 850f007..61c85ec 100644
--- a/funasr/runtime/python/onnxruntime/rapid_paraformer/paraformer_onnx.py
+++ b/funasr/runtime/python/onnxruntime/rapid_paraformer/paraformer_onnx.py
@@ -26,12 +26,16 @@
device_id: Union[str, int] = "-1",
plot_timestamp_to: str = "",
pred_bias: int = 1,
+ quantize: bool = False,
+ intra_op_num_threads: int = 4,
):
if not Path(model_dir).exists():
raise FileNotFoundError(f'{model_dir} does not exist.')
model_file = os.path.join(model_dir, 'model.onnx')
+ if quantize:
+ model_file = os.path.join(model_dir, 'model_quant.onnx')
config_file = os.path.join(model_dir, 'config.yaml')
cmvn_file = os.path.join(model_dir, 'am.mvn')
config = read_yaml(config_file)
@@ -42,7 +46,7 @@
cmvn_file=cmvn_file,
**config['frontend_conf']
)
- self.ort_infer = OrtInferSession(model_file, device_id)
+ self.ort_infer = OrtInferSession(model_file, device_id, intra_op_num_threads=intra_op_num_threads)
self.batch_size = batch_size
self.plot_timestamp_to = plot_timestamp_to
self.pred_bias = pred_bias
--
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