Issues - tensorflow/models

Avoid too many `return` statements within this function.
Open

    return tf.distribute.experimental.ParameterServerStrategy(cluster_resolver)

Found in official/common/distribute_utils.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return tf.train.Feature(bytes_list=tf.train.BytesList(value=[value]))

Found in official/vision/data/tfrecord_lib.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return tf.distribute.OneDeviceStrategy("device:GPU:0")

Found in official/common/distribute_utils.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return

Found in official/modeling/fast_training/experimental/tf2_utils_2x_wide.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

  return net, end_points

Found in official/projects/s3d/modeling/inception_utils.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

  return None

Found in official/projects/mobilebert/tf2_model_checkpoint_converter.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return False, False, True

Found in official/projects/yolo/optimization/sgd_torch.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return tf.nn.relu6(features)

Found in official/projects/edgetpu/vision/modeling/heads/bifpn_head.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return spans

Found in official/projects/triviaqa/preprocess.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

  return []

Found in official/projects/triviaqa/preprocess.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

      return 1 - tf.reduce_mean(weighted_dice / normalizer)

Found in official/projects/volumetric_models/losses/segmentation_losses.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

      return 1 - tf.reduce_mean(dice)

Found in official/projects/volumetric_models/losses/segmentation_losses.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

  return True

Found in official/projects/waste_identification_ml/data_generation/utils_test.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return tf.nn.leaky_relu(features)

Found in official/projects/maxvit/modeling/common_ops.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return tf.nn.selu(features)

Found in official/projects/maxvit/modeling/common_ops.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return tf.nn.relu6(features)

Found in official/projects/maxvit/modeling/common_ops.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return features * tf.math.tanh(tf.math.softplus(features))

Found in official/projects/maxvit/modeling/common_ops.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return (

Found in official/projects/maxvit/modeling/common_ops.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

    return tf.nn.elu(features)

Found in official/projects/maxvit/modeling/common_ops.py - About 30 mins to fix

Identical blocks of code found in 5 locations. Consider refactoring.
Open

    input_specs = tf_keras.layers.InputSpec(
        shape=[None, input_size[0], input_size[1], 3])

Found in official/projects/qat/vision/modeling/factory_test.py and 4 other locations - About 30 mins to fix

Read up
Read up

official/projects/qat/vision/modeling/factory_test.py on lines 95..96

official/projects/qat/vision/modeling/factory_test.py on lines 184..185

official/projects/qat/vision/modeling/factory_test.py on lines 220..221

official/vision/modeling/backbones/spinenet_test.py on lines 71..72

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 32.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

tensorflow/models

Showing 11,634 of 11,634 total issues

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Identical blocks of code found in 5 locations. Consider refactoring.
Open

Duplicated Code

Tuning

Refactorings

Further Reading

Severity

Category

Status

Source

Language

tensorflow/models

Showing 11,634 of 11,634 total issues

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Identical blocks of code found in 5 locations. Consider refactoring. Open

Duplicated Code

Tuning

Refactorings

Further Reading

Severity

Category

Status

Source

Language

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Identical blocks of code found in 5 locations. Consider refactoring.
Open