def init()

in florence2-VQA/src_serve/score.py [0:0]

• 18 lines of code
• 2 McCabe index (conditional complexity)

def init():
    """
    This function is called when the container is initialized/started, typically after create/update of the deployment.
    You can write the logic here to perform init operations like caching the model in memory
    """
    global model
    global processor
    # AZUREML_MODEL_DIR is an environment variable created during deployment.
    # It is the path to the model folder (./azureml-models/$MODEL_NAME/$VERSION)
    # Please provide your model's folder name if there is one
    model_name_or_path = os.path.join(
        os.getenv("AZUREML_MODEL_DIR"), "outputs"
    )
    
    model_kwargs = dict(
        trust_remote_code=True,
        revision="refs/pr/6",        
        device_map=device
    )
    
    processor_kwargs = dict(
        trust_remote_code=True,
        revision="refs/pr/6"
    )
    
    model = AutoModelForCausalLM.from_pretrained(model_name_or_path, **model_kwargs)
    processor = AutoProcessor.from_pretrained(model_name_or_path, **processor_kwargs)    

    logging.info("Loaded model.")