onnx opt and check result

speechx/examples/ds2_ol/onnx/local/infer_check.py

@@ -34,6 +34,12 @@ def parse_args():
         default=".",
         help="paddle model dir."
     )
+    parser.add_argument(
+        '--model_prefix',
+        type=str,
+        default="avg_1.jit",
+        help="paddle model prefix."
+    )
     parser.add_argument(
         '--onnx_model',
         type=str,
@@ -58,7 +64,7 @@ if __name__ == '__main__':
     chunk_state_c_box = iodict['chunk_state_c_bos']
 
     # paddle
-    model = paddle.jit.load(os.path.join(FLAGS.model_dir, "avg_1.jit"))
+    model = paddle.jit.load(os.path.join(FLAGS.model_dir, FLAGS.model_prefix))
     res_chunk, res_lens, chunk_state_h, chunk_state_c = model(
         paddle.to_tensor(audio_chunk),
         paddle.to_tensor(audio_chunk_lens),

speechx/examples/ds2_ol/onnx/local/onnx_opt.sh

 #!/bin/bash
 
+set -e
+
+if [ $# != 3 ];then
+    # ./local/onnx_opt.sh model.old.onnx model.opt.onnx  "audio_chunk:1,-1,161  audio_chunk_lens:1 chunk_state_c_box:5,1,1024 chunk_state_h_box:5,1,1024"                                                 
+    echo "usage: $0 onnx.model.in onnx.model.out input_shape "
+    exit 1
+fi
+
 # onnx optimizer
-onnx-simplifier
+pip install onnx-simplifier
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+
+in=$1
+out=$2
+input_shape=$3
+
+check_n=3
+
+onnxsim $in $2 $check_n --dynamic-input-shape  --input-shape $input_shape 
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speechx/examples/ds2_ol/onnx/run.sh

@@ -53,6 +53,15 @@ fi
 if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ];then
     # to onnx
    ./local/tonnx.sh $dir $model $param $exp/model.onnx
+
    ./local/infer_check.py --input_file 'static_ds2online_inputs.pickle' --model_dir $dir --onnx_model $exp/model.onnx
 fi
 
+
+if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ] ;then
+    input_shape="audio_chunk:1,-1,161  audio_chunk_lens:1 chunk_state_c_box:5,1,1024 chunk_state_h_box:5,1,1024"   
+    # simplifying onnx model
+    ./local/onnx_opt.sh $exp/model.onnx $exp/model.opt.onnx  $input_shape    
+
+    ./local/infer_check.py --input_file 'static_ds2online_inputs.pickle' --model_dir $dir --onnx_model $exp/model.opt.onnx
+fi
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