Trying to deploy locally pretrained model via sagemaker to make a endpoint and use it

[LiJell]

I keep get an error
ModelError: An error occurred (ModelError) when calling the InvokeEndpoint operation

I have been learning AI/ML field lately, and I am such a noob.
Need a help.

I deployed a model

from sagemaker.pytorch import PyTorchModel

pytorch_model = PyTorchModel(model_data='model.tar.gz',
                             role=role,
                             entry_point='inference.py',
                             framework_version="1.11.0",
                             py_version="py38")

predictor = 
pytorch_model.deploy(instance_type='ml.g4dn.xlarge', 
initial_instance_count=1)

and predict data

from PIL import Image 
data = Image.open('./samples/inputs/1.jpg')
result = predictor.predict(data)
img = Image.open(result)
img.show()

as a result I got an error that I cannot load my model

you can see the error log as well in here

[LiJell]

Its been solved a bit after I restructured model.tar.gz file again.

but, I still have a problem with inference.py