class_docstr: Here we also overwrite some of the tests of test_modeling_common.py, as SAM's vision encoder does not use input_ids, inputs_embeds,
  attention_mask and seq_length.
code: def test_image_hidden_states(self):
      config_and_inputs = self.model_tester.prepare_config_and_inputs()
      self.model_tester.create_and_check_get_image_hidden_states(
          *config_and_inputs
      )
  
imports: from __future__ import annotations
  import inspect
  import unittest
  import numpy
  import requests
  from transformers import SamConfig, SamMaskDecoderConfig, SamPromptEncoderConfig, SamVisionConfig
  from transformers.testing_utils import require_tf, slow
  from transformers.utils import is_tf_available, is_vision_available
  from ...test_configuration_common import ConfigTester
  from ...test_modeling_tf_common import TFModelTesterMixin, floats_tensor
  from ...test_pipeline_mixin import PipelineTesterMixin
label_desc: Use image node_id 9 for calling the TFSamModelTest obj's underlying member method code with example usage: obj.test_image_hidden_states() without return types