Tilak

@maifeeulasad, We see that the issue [template](https://github.com/tensorflow/tensorflow/issues/new/choose) has not been filled, could you please do so as it helps us analyse the issue. Thank you!

@maifeeulasad, Could you please try to select [Tensorflow Issue Template](https://github.com/tensorflow/tensorflow/issues/new/choose) and provide the required details. So that it will be easy for us to analyse the issue. Thank you!

@cheyennee, The output of the minval and maxval was working as expected in `tf.keras.initializers.RandomUniform`. Also we change the min and max values the output was different in both the cases....

@cheyennee, Could you please provide the API doc link where it was mentioned that the exception was thrown. It helps to analyse the issue. Thank you!

@gadagashwini, I was able to reproduce the issue on tensoflow v2.8, v2.9 and nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/8cd1c82577ee3e4f8857ec844dc56afa/untitled584.ipynb).

@sachinprasadhs, I was able to reproduce the issue on tensorflow v2.9, v2.10 and nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/3b97ba97e3daacb0fee64eac699b85c1/57765.ipynb).

@gadagashwini, I was able to reproduce the issue on tensorflow [v2.8](https://colab.research.google.com/gist/tilakrayal/19bf94ac129d8e74b36626a29e961194/2-8.ipynb), [v2.9](https://colab.research.google.com/gist/tilakrayal/dfff8929a691ad6bf98d3d1a76609f17/2-9.ipynb) and [nightly](https://colab.research.google.com/gist/tilakrayal/bbd7d727c804dbb2ba3bfd88a83c8059/nightly.ipynb). Kindly find the gist of it here.

@hotchipsveg , Can you please share a reproducible code that supports your statement so that the issue can be easily understood? Thanks!

@Petros626, We see that the issue [template](https://github.com/tensorflow/tensorflow/issues/new/choose) has not been filled, could you please do so as it helps us analyse the issue. Thank you!

@Petros626, This is not a TensorFlow bug or feature request, it is better asked on [StackOverflow](https://stackoverflow.com/questions/tagged/tensorflow) or Tensorflow discussion [Forum](https://discuss.tensorflow.org/). There is a larger community that reads questions there. Thank...