[core] Always call build_and_prepare since it is no op if exist.

https://www.tensorflow.org/datasets/api_docs/python/tfds/load

PiperOrigin-RevId: 360237231

official/core/config_definitions.py

@@ -63,7 +63,6 @@ class DataConfig(base_config.Config):
       The default behavior is that the dataset creates anonymous, exclusively
       owned jobs.
     tfds_data_dir: A str specifying the directory to read/write TFDS data.
-    tfds_download: A bool to indicate whether to download data using TFDS.
     tfds_as_supervised: A bool. When loading dataset from TFDS, if True, the
       returned tf.data.Dataset will have a 2-tuple structure (input, label)
       according to builder.info.supervised_keys; if False, the default, the
@@ -89,7 +88,6 @@ class DataConfig(base_config.Config):
   tf_data_service_address: Optional[str] = None
   tf_data_service_job_name: Optional[str] = None
   tfds_data_dir: str = ""
-  tfds_download: bool = False
   tfds_as_supervised: bool = False
   tfds_skip_decoding_feature: str = ""
 

official/core/input_reader.py

@@ -101,7 +101,6 @@ class InputReader:
     self._deterministic = params.deterministic
     self._sharding = params.sharding
     self._tfds_split = params.tfds_split
-    self._tfds_download = params.tfds_download
     self._tfds_as_supervised = params.tfds_as_supervised
     self._tfds_skip_decoding_feature = params.tfds_skip_decoding_feature
 
@@ -232,7 +231,7 @@ class InputReader:
       input_context: Optional[tf.distribute.InputContext] = None
   ) -> tf.data.Dataset:
     """Reads a dataset from tfds."""
-    if self._tfds_download:
+    # No op if exist.
     self._tfds_builder.download_and_prepare()
 
     read_config = tfds.ReadConfig(

official/nlp/data/sentence_prediction_dataloader_test.py

@@ -164,7 +164,6 @@ class SentencePredictionTfdsDataLoaderTest(tf.test.TestCase,
         input_path='' if use_tfds else tf_record_path,
         tfds_name='glue/mrpc' if use_tfds else '',
         tfds_split='train' if use_tfds else '',
-        tfds_download=True,
         text_fields=text_fields,
         global_batch_size=batch_size,
         seq_length=seq_length,
@@ -196,7 +195,6 @@ class SentencePredictionTfdsDataLoaderTest(tf.test.TestCase,
         input_path='' if use_tfds else tf_record_path,
         tfds_name='glue/mrpc' if use_tfds else '',
         tfds_split='train' if use_tfds else '',
-        tfds_download=True,
         text_fields=text_fields,
         global_batch_size=batch_size,
         seq_length=seq_length,
@@ -230,7 +228,6 @@ class SentencePredictionTfdsDataLoaderTest(tf.test.TestCase,
         input_path='' if use_tfds else tf_record_path,
         tfds_name='glue/mrpc' if use_tfds else '',
         tfds_split='train' if use_tfds else '',
-        tfds_download=True,
         text_fields=text_fields,
         global_batch_size=batch_size,
         seq_length=seq_length,

official/vision/beta/projects/yolo/configs/experiments/csp_darknet53_tfds.yaml

@@ -20,7 +20,6 @@ task:
     tfds_name: 'imagenet2012'
     tfds_split: 'train'
     tfds_data_dir: '~/tensorflow_datasets/'
-    tfds_download: true
     is_training: true
     global_batch_size: 16  # default = 128
     dtype: 'float16'
@@ -29,7 +28,6 @@ task:
     tfds_name: 'imagenet2012'
     tfds_split: 'validation'
     tfds_data_dir: '~/tensorflow_datasets/'
-    tfds_download: true
     is_training: true
     global_batch_size: 16  # default = 128
     dtype: 'float16'

official/vision/beta/projects/yolo/configs/experiments/darknet53_tfds.yaml

@@ -20,7 +20,6 @@ task:
     tfds_name: 'imagenet2012'
     tfds_split: 'train'
     tfds_data_dir: '~/tensorflow_datasets/'
-    tfds_download: true
     is_training: true
     global_batch_size: 16  # default = 128
     dtype: 'float16'
@@ -29,7 +28,6 @@ task:
     tfds_name: 'imagenet2012'
     tfds_split: 'validation'
     tfds_data_dir: '~/tensorflow_datasets/'
-    tfds_download: true
     is_training: true
     global_batch_size: 16  # default = 128
     dtype: 'float16'

official/vision/beta/projects/yolo/dataloaders/yolo_detection_input_test.py

@@ -52,7 +52,6 @@ class DataConfig(cfg.DataConfig):
   decoder = None
   parser: Parser = Parser()
   shuffle_buffer_size: int = 10
-  tfds_download: bool = False
 
 
 class YoloDetectionInputTest(tf.test.TestCase, parameterized.TestCase):