Hello, whenever I try to run my model using the following command
python model_main_tf2.py --pipeline_config_path=ssd_efficientdet_d0_512x512_coco17_tpu-8.config --model_dir=training --alsologtostderr
I get the following errors
WARNING:tensorflow:From C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\model_lib_v2.py:563: StrategyBase.experimental_distribute_datasets_from_function (from tensorflow.python.distribute.distribute_lib) is deprecated and will be removed in a future version.
Instructions for updating:
rename to distribute_datasets_from_function
W1127 19:32:21.850916 28108 deprecation.py:350] From C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\model_lib_v2.py:563: StrategyBase.experimental_distribute_datasets_from_function (from tensorflow.python.distribute.distribute_lib) is deprecated and will be removed in a future version.
Instructions for updating:
rename to distribute_datasets_from_function
Traceback (most recent call last):
File “C:\Users\theho.DESKTOP-N88HVJI\PycharmProjects\FinalAIProject\models\research\object_detection\model_main_tf2.py”, line 114, in
tf.compat.v1.app.run()
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\platform\app.py”, line 36, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\absl\app.py”, line 308, in run
_run_main(main, args)
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\absl\app.py”, line 254, in _run_main
sys.exit(main(argv))
File “C:\Users\theho.DESKTOP-N88HVJI\PycharmProjects\FinalAIProject\models\research\object_detection\model_main_tf2.py”, line 105, in main
model_lib_v2.train_loop(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\model_lib_v2.py”, line 563, in train_loop
train_input = strategy.experimental_distribute_datasets_from_function(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\util\deprecation.py”, line 357, in new_func
return func(*args, **kwargs)
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\distribute\distribute_lib.py”, line 1198, in experimental_distribute_datasets_from_function
return self.distribute_datasets_from_function(dataset_fn, options)
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\distribute\distribute_lib.py”, line 1189, in distribute_datasets_from_function
return self._extended._distribute_datasets_from_function( # pylint: disable=protected-access
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\distribute\mirrored_strategy.py”, line 593, in _distribute_datasets_from_function
return input_util.get_distributed_datasets_from_function(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\distribute\input_util.py”, line 132, in get_distributed_datasets_from_function
return input_lib.DistributedDatasetsFromFunction(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\distribute\input_lib.py”, line 1372, in init
self.build()
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\distribute\input_lib.py”, line 1393, in build
_create_datasets_from_function_with_input_context(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\distribute\input_lib.py”, line 1875, in _create_datasets_from_function_with_input_context
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\model_lib_v2.py”, line 554, in train_dataset_fn
train_input = inputs.train_input(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\inputs.py”, line 908, in train_input
dataset = INPUT_BUILDER_UTIL_MAP[‘dataset_build’](
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\builders\dataset_builder.py”, line 209, in build
decoder = decoder_builder.build(input_reader_config)
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\builders\decoder_builder.py”, line 51, in build
decoder = tf_example_decoder.TfExampleDecoder(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\data_decoders\tf_example_decoder.py”, line 458, in init
_ClassTensorHandler(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\data_decoders\tf_example_decoder.py”, line 92, in init
name_to_id = label_map_util.get_label_map_dict(
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\utils\label_map_util.py”, line 211, in get_label_map_dict
label_map = load_labelmap(label_map_path_or_proto)
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\object_detection\utils\label_map_util.py”, line 172, in load_labelmap
label_map_string = fid.read()
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\lib\io\file_io.py”, line 114, in read
self._preread_check()
File “C:\ProgramData\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\lib\io\file_io.py”, line 76, in _preread_check
self._read_buf = _pywrap_file_io.BufferedInputStream(
tensorflow.python.framework.errors_impl.NotFoundError: NewRandomAccessFile failed to Create/Open: models/research/object_detection/labelmap.pbtxt : The system cannot find the path specified.
; No such process
So, I’ve checked my labelmap path and it is correct, I’ve tried using model_main.py and I get the same error. I’ve tried reinstalling python, tensorflow, and the object detection api within my environment. Does anyone know what to do here?
Any help would be greatly appreciated