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improve half precision check, and fallback(exp.)

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This commit is contained in:
wataru 2023-06-03 17:13:36 +09:00
parent 35230d3a59
commit 605e04f48f
3 changed files with 17 additions and 4 deletions
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5
server/Exceptions.py
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@ -31,3 +31,8 @@ class ONNXInputArgumentException(Exception):
class DeviceCannotSupportHalfPrecisionException(Exception):
def __str__(self):
return repr("Device cannot support half precision.")
class VoiceChangerIsNotSelectedException(Exception):
def __str__(self):
return repr("Voice Changer is not selected.")

2
server/voice_changer/RVC/pipeline/Pipeline.py
View File

@ -131,7 +131,7 @@ class Pipeline(object):
padding_mask = torch.BoolTensor(feats.shape).to(self.device).fill_(False)
try:
feats = self.embedder.extractFeatures(feats, embOutputLayer, useFinalProj)
if all(i is None for i in feats):
if torch.isnan(feats).all():
raise DeviceCannotSupportHalfPrecisionException()
except RuntimeError as e:
if "HALF" in e.__str__().upper():

14
server/voice_changer/VoiceChanger.py
View File

@ -22,6 +22,7 @@ from Exceptions import (
NoModeLoadedException,
NotEnoughDataExtimateF0,
ONNXInputArgumentException,
VoiceChangerIsNotSelectedException,
)
from voice_changer.utils.VoiceChangerParams import VoiceChangerParams
import threading
@ -326,7 +327,9 @@ class VoiceChanger:
def loadModel(self, props: LoadModelParams):
try:
if self.voiceChanger is None:
raise RuntimeError("Voice Changer is not selected.")
raise VoiceChangerIsNotSelectedException(
"Voice Changer is not selected."
)
return self.voiceChanger.loadModel(props)
except Exception as e:
print(traceback.format_exc())
@ -432,7 +435,9 @@ class VoiceChanger:
) -> tuple[AudioInOut, list[Union[int, float]]]:
try:
if self.voiceChanger is None:
raise RuntimeError("Voice Changer is not selected.")
raise VoiceChangerIsNotSelectedException(
"Voice Changer is not selected."
)
processing_sampling_rate = self.voiceChanger.get_processing_sampling_rate()
# 前処理
@ -570,8 +575,11 @@ class VoiceChanger:
except DeviceChangingException as e:
print("[Voice Changer] embedder:", e)
return np.zeros(1).astype(np.int16), [0, 0, 0]
except VoiceChangerIsNotSelectedException:
print("[Voice Changer] Voice Changer is not selected. please re-select vc.")
return np.zeros(1).astype(np.int16), [0, 0, 0]
except Exception as e:
print("VC PROCESSING!!!! EXCEPTION!!!", e)
print("[Voice Changer] VC PROCESSING EXCEPTION!!!", e)
print(traceback.format_exc())
return np.zeros(1).astype(np.int16), [0, 0, 0]