`faster_rcnn_inception_resnet_v2_1024x1024_coco17_tpu-8.config` is missing

Prerequisites

Please answer the following questions for yourself before submitting an issue.

• I am using the latest TensorFlow Model Garden release and TensorFlow 2.
• I am reporting the issue to the correct repository. (Model Garden official or research directory)
• I checked to make sure that this issue has not already been filed.

1. The entire URL of the file you are using

https://github.com/tensorflow/models/tree/master/research/object_detection/configs/

2. Describe the bug

Config file for faster_rcnn_inception_resnet_v2_1024x1024_coco17_tpu-8 model is not present

3. Steps to reproduce

Clone repo and try to setup the following model using the inference_tf2_colab.ipynb

pipeline_config = os.path.join('../configs/tf2/',
                                model_name + '.config')
print(os.path.abspath(pipeline_config))
model_dir = '../test_data/checkpoint/'

# Load pipeline config and build a detection model
configs = config_util.get_configs_from_pipeline_file(pipeline_config)
model_config = configs['model']
detection_model = model_builder.build(
      model_config=model_config, is_training=False)

# Restore checkpoint
ckpt = tf.compat.v2.train.Checkpoint(
      model=detection_model)
ckpt.restore(os.path.join(model_dir, 'ckpt-0')).expect_partial()

def get_model_detection_function(model):
  """Get a tf.function for detection."""

  @tf.function
  def detect_fn(image):
    """Detect objects in image."""

    image, shapes = model.preprocess(image)
    prediction_dict = model.predict(image, shapes)
    detections = model.postprocess(prediction_dict, shapes)

    return detections, prediction_dict, tf.reshape(shapes, [-1])

  return detect_fn

detect_fn = get_model_detection_function(detection_model)

OUTPUT

/home/tensorflow/models/research/object_detection/configs/tf2/faster_rcnn_inception_resnet_v2_1024x1024_coco17_tpu-8.config
---------------------------------------------------------------------------
NotFoundError                             Traceback (most recent call last)
<ipython-input-13-26af6c79482c> in <module>
      5 
      6 # Load pipeline config and build a detection model
----> 7 configs = config_util.get_configs_from_pipeline_file(pipeline_config)
      8 model_config = configs['model']
      9 detection_model = model_builder.build(

~/.local/lib/python3.6/site-packages/object_detection/utils/config_util.py in get_configs_from_pipeline_file(pipeline_config_path, config_override)
    136   pipeline_config = pipeline_pb2.TrainEvalPipelineConfig()
    137   with tf.gfile.GFile(pipeline_config_path, "r") as f:
--> 138     proto_str = f.read()
    139     text_format.Merge(proto_str, pipeline_config)
    140   if config_override:

~/.local/lib/python3.6/site-packages/tensorflow/python/lib/io/file_io.py in read(self, n)
    115       string if in string (regular) mode.
    116     """
--> 117     self._preread_check()
    118     if n == -1:
    119       length = self.size() - self.tell()

~/.local/lib/python3.6/site-packages/tensorflow/python/lib/io/file_io.py in _preread_check(self)
     78                                            "File isn't open for reading")
     79       self._read_buf = _pywrap_file_io.BufferedInputStream(
---> 80           compat.path_to_str(self.__name), 1024 * 512)
     81 
     82   def _prewrite_check(self):

NotFoundError: ../configs/tf2/faster_rcnn_inception_resnet_v2_1024x1024_coco17_tpu-8.config; No such file or directory

4. Expected behavior

The cell should've run correctly, without throwing any error

5. Additional context

Download is successful

--2021-04-07 05:55:05--  http://download.tensorflow.org/models/object_detection/tf2/20200711/faster_rcnn_inception_resnet_v2_1024x1024_coco17_tpu-8.tar.gz
Resolving download.tensorflow.org (download.tensorflow.org)... 142.250.192.16, 2404:6800:4009:827::2010
Connecting to download.tensorflow.org (download.tensorflow.org)|142.250.192.16|:80... connected.
HTTP request sent, awaiting response... 200 OK
Length: 447961769 (427M) [application/x-tar]
Saving to: ‘faster_rcnn_inception_resnet_v2_1024x1024_coco17_tpu-8.tar.gz’

faster_rcnn_incepti 100%[===================>] 427.21M  2.91MB/s    in 3m 0s   

2021-04-07 05:58:06 (2.38 MB/s) - ‘faster_rcnn_inception_resnet_v2_1024x1024_coco17_tpu-8.tar.gz’ saved [447961769/447961769]

6. System information

• OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Using docker image - tensorflow/tensorflow:latest-gpu-jupyter link
• Mobile device name if the issue happens on a mobile device:
• TensorFlow installed from (source or binary): docker image
• TensorFlow version (use command below): v2.4.0-49-g85c8b2a817f 2.4.1
• Python version: 3.6.9
• Bazel version (if compiling from source):
• GCC/Compiler version (if compiling from source):
• CUDA/cuDNN version: 11
• GPU model and memory: GeForce GTX 1650 Notebook