gorkemgoknar
commited on
Commit
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def995e
1
Parent(s):
63c2202
Update app.py
Browse filesrestart space on unhandled error
app.py
CHANGED
@@ -8,9 +8,19 @@ import langid
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import gradio as gr
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from TTS.api import TTS
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tts = TTS("tts_models/multilingual/multi-dataset/xtts_v1")
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tts.to("cuda")
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def predict(prompt, language, audio_file_pth, mic_file_path, use_mic, agree):
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if agree == True:
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supported_languages=["en","es","fr","de","it","pt","pl","tr","ru","nl","cs","ar","zh-cn"]
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@@ -28,7 +38,6 @@ def predict(prompt, language, audio_file_pth, mic_file_path, use_mic, agree):
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if language_predicted == "zh":
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#we use zh-cn
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language_predicted = "zh-cn"
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-
#This is for identifying problems only.
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print(f"Detected language:{language_predicted}, Chosen language:{language}")
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if len(prompt)>10:
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@@ -43,7 +52,6 @@ def predict(prompt, language, audio_file_pth, mic_file_path, use_mic, agree):
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None,
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)
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-
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if use_mic == True:
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if mic_file_path is not None:
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@@ -70,6 +78,13 @@ def predict(prompt, language, audio_file_pth, mic_file_path, use_mic, agree):
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None,
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None,
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)
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try:
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tts.tts_to_file(
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text=prompt,
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@@ -78,14 +93,22 @@ def predict(prompt, language, audio_file_pth, mic_file_path, use_mic, agree):
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language=language,
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)
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except RuntimeError as e :
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-
if "device-assert" in str(e):
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# cannot do anything on cuda device side error, need tor estart
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gr.Warning("Unhandled Exception encounter, please retry in a minute")
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print("Cuda device-assert Runtime encountered need restart")
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-
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else:
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raise e
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-
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return (
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gr.make_waveform(
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audio="output.wav",
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import gradio as gr
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from TTS.api import TTS
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HF_TOKEN = os.environ.get("HF_TOKEN")
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from huggingface_hub import HfApi
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# will use api to restart space on a unrecoverable error
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api = HfApi(token=HF_TOKEN)
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repo_id = "coqui/xtts"
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tts = TTS("tts_models/multilingual/multi-dataset/xtts_v1")
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tts.to("cuda")
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DEVICE_ASSERT_DETECTED=0
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DEVICE_ASSERT_PROMPT=None
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DEVICE_ASSERT_LANG=None
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def predict(prompt, language, audio_file_pth, mic_file_path, use_mic, agree):
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if agree == True:
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supported_languages=["en","es","fr","de","it","pt","pl","tr","ru","nl","cs","ar","zh-cn"]
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if language_predicted == "zh":
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#we use zh-cn
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language_predicted = "zh-cn"
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print(f"Detected language:{language_predicted}, Chosen language:{language}")
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if len(prompt)>10:
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None,
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)
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if use_mic == True:
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if mic_file_path is not None:
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None,
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None,
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)
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global DEVICE_ASSERT_DETECTED
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if DEVICE_ASSERT_DETECTED:
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global DEVICE_ASSERT_PROMPT
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global DEVICE_ASSERT_LANG
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#we want to know whos caused this error
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print(f"Unrecoverable exception caused by language:{DEVICE_ASSERT_LANG} prompt:{DEVICE_ASSERT_PROMPT}")
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try:
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tts.tts_to_file(
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text=prompt,
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language=language,
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)
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except RuntimeError as e :
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if "device-side assert" in str(e):
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# cannot do anything on cuda device side error, need tor estart
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print(f"Exit due to: Unrecoverable exception caused by language:{language} prompt:{prompt}", flush=True)
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gr.Warning("Unhandled Exception encounter, please retry in a minute")
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print("Cuda device-assert Runtime encountered need restart")
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if not DEVICE_ASSERT_DETECTED:
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DEVICE_ASSERT_DETECTED=1
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DEVICE_ASSERT_PROMPT=prompt
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DEVICE_ASSERT_LANG=language
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# HF Space specific.. This error is unrecoverable need to restart space
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api.restart_space(repo_id=repo_id)
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else:
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print("RuntimeError: non device-side assert error:", str(e))
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raise e
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return (
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gr.make_waveform(
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audio="output.wav",
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