From 953952f2480e13bb62b8b786756cff248fcd4af0 Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期四, 30 三月 2023 16:34:33 +0800
Subject: [PATCH] export
---
funasr/export/models/vad_realtime_transformer.py | 5 +++--
funasr/export/models/encoder/sanm_encoder.py | 2 +-
funasr/export/test/test_onnx_punc_vadrealtime.py | 18 ++++++++++++++++++
3 files changed, 22 insertions(+), 3 deletions(-)
diff --git a/funasr/export/models/encoder/sanm_encoder.py b/funasr/export/models/encoder/sanm_encoder.py
index 118e240..a4b112f 100644
--- a/funasr/export/models/encoder/sanm_encoder.py
+++ b/funasr/export/models/encoder/sanm_encoder.py
@@ -165,7 +165,7 @@
def prepare_mask(self, mask):
mask_3d_btd = mask[:, :, None]
- sub_masks = subsequent_mask(mask.size(-1))
+ sub_masks = subsequent_mask(mask.size(-1)).type(torch.float32)
if len(mask.shape) == 2:
mask_4d_bhlt = 1 - sub_masks[:, None, None, :]
elif len(mask.shape) == 3:
diff --git a/funasr/export/models/vad_realtime_transformer.py b/funasr/export/models/vad_realtime_transformer.py
index 381d02d..de7c721 100644
--- a/funasr/export/models/vad_realtime_transformer.py
+++ b/funasr/export/models/vad_realtime_transformer.py
@@ -32,6 +32,7 @@
assert False, "Only support samn encode."
# self.encoder = model.encoder
self.decoder = model.decoder
+ self.model_name = model_name
@@ -46,7 +47,7 @@
"""
x = self.embed(input)
# mask = self._target_mask(input)
- h, _, _ = self.encoder(x, text_lengths, vad_indexes)
+ h, _ = self.encoder(x, text_lengths, vad_indexes)
y = self.decoder(h)
return y
@@ -57,7 +58,7 @@
length = 120
text_indexes = torch.randint(0, self.embed.num_embeddings, (1, length))
text_lengths = torch.tensor([length], dtype=torch.int32)
- vad_mask = torch.ones(length, length)[None, None, :, :]
+ vad_mask = torch.ones(length, length, dtype=torch.float32)[None, None, :, :]
return (text_indexes, text_lengths, vad_mask)
def get_input_names(self):
diff --git a/funasr/export/test/test_onnx_punc_vadrealtime.py b/funasr/export/test/test_onnx_punc_vadrealtime.py
new file mode 100644
index 0000000..c5cc17e
--- /dev/null
+++ b/funasr/export/test/test_onnx_punc_vadrealtime.py
@@ -0,0 +1,18 @@
+import onnxruntime
+import numpy as np
+
+
+if __name__ == '__main__':
+ onnx_path = "./export/damo/punc_ct-transformer_zh-cn-common-vad_realtime-vocab272727/model.onnx"
+ sess = onnxruntime.InferenceSession(onnx_path)
+ input_name = [nd.name for nd in sess.get_inputs()]
+ output_name = [nd.name for nd in sess.get_outputs()]
+
+ def _get_feed_dict(text_length):
+ return {'input': np.ones((1, text_length), dtype=np.int64), 'text_lengths': np.array([text_length,], dtype=np.int32), 'vad_mask': np.ones((1, 1, text_length, text_length), dtype=np.float32)}
+
+ def _run(feed_dict):
+ output = sess.run(output_name, input_feed=feed_dict)
+ for name, value in zip(output_name, output):
+ print('{}: {}'.format(name, value))
+ _run(_get_feed_dict(10))
--
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