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Catch OOM and run whisper on cpu automatically.

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tigi6346 2023-03-12 06:48:28 +02:00
parent ede9804b76
commit 61500107ab
1 changed files with 7 additions and 1 deletions
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6
src/utils.py
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@ -2065,7 +2065,13 @@ def load_whisper_model(language=None, model_name=None, progress=None):
if args.whisper_backend == "openai/whisper": if args.whisper_backend == "openai/whisper":
import whisper import whisper
try:
#is it possible for model to fit on vram but go oom later on while executing on data?
whisper_model = whisper.load_model(model_name) whisper_model = whisper.load_model(model_name)
except:
print("Out of VRAM memory.")
print(f"Falling back to loading Whisper on CPU.")
whisper_model = whisper.load_model(model_name, device="cpu")
elif args.whisper_backend == "lightmare/whispercpp": elif args.whisper_backend == "lightmare/whispercpp":
from whispercpp import Whisper from whispercpp import Whisper
if not language: if not language: