Integer overflow when running tf.experimental.numpy.identity
@dmc1778 I wasn't able to replicate the issue [here](https://colab.research.google.com/gist/sushreebarsa/b2b048de1b7534372423db5e99903a53/61599.ipynb) and the colab is crashing. That's an error that is being returned to the user instead of performing bad computations.
Could you please report this in the proper channel as mentioned [here](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md).

Thank you! > @dmc1778 I wasn't able to replicate the issue [here](https://colab.research.google.com/gist/sushreebarsa/b2b048de1b7534372423db5e99903a53/61599.ipynb) and the colab is crashing. That's an error that is being returned to the user instead of performing bad computations. Could you please report this in the proper channel as mentioned [here](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md).
> 
> Thank you!

Ok thanks. Not an issue, it is a normal error being returned to the user. Are you satisfied with the resolution of your issue?
<a href="https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/61599">Yes</a>
<a href="https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=No&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/61599">No</a>

### Issue type

Bug

### Have you reproduced the bug with TensorFlow Nightly?

No

### Source

binary

### TensorFlow version

2.13.0

### Custom code

Yes

### OS platform and distribution

PRETTY_NAME="Ubuntu 22.04.2 LTS" NAME="Ubuntu" VERSION_ID="22.04" VERSION="22.04.2 LTS (Jammy Jellyfish)" VERSION_CODENAME=jammy ID=ubuntu ID_LIKE=debian HOME_URL="https://www.ubuntu.com/" SUPPORT_URL="https://help.ubuntu.com/" BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/" PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy" UBUNTU_CODENAME=jammy

### Mobile device

_No response_

### Python version

3.10.12 (main, Jun 11 2023, 05:26:28)

### Bazel version

_No response_

### GCC/compiler version

[GCC 11.4.0]

### CUDA/cuDNN version

[nvidia-cudnn-cu11==8.6.0.163, cudatoolkit=11.8.0](nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2022 NVIDIA Corporation Built on Wed_Sep_21_10:33:58_PDT_2022 Cuda compilation tools, release 11.8, V11.8.89 Build cuda_11.8.r11.8/compiler.31833905_0)

### GPU model and memory

T4

### Current behavior?

Due to large integer variable

### Standalone code to reproduce the issue

```shell
results = dict()
import tensorflow as tf
import numpy as np
try:
  try:
    with tf.device('/CPU'):
      n_tensor = 3046875451 
      n = tf.identity(n_tensor)
      dtype = tf.uint16
      out = tf.experimental.numpy.identity(n=n,dtype=dtype,)
  except Exception as e:
    print("Error:"+str(e))
  try:
    with tf.device('/GPU:0'):
      n = tf.identity(n_tensor)
      n = tf.cast(n, tf.complex64)
      dtype = tf.uint16
      tf.experimental.numpy.identity(n=n,dtype=dtype,)
  except Exception as e:
    print("Error:"+str(e))
except Exception as e:
  print("Error:"+str(e))

print(results)
```
```


### Relevant log output

```shell
Error:{{function_node __wrapped__MatrixDiagV3_device_/job:localhost/replica:0/task:0/device:CPU:0}} Encountered overflow when multiplying 3046875451 with 3046875451, result: -9163294059803098215 [Op:MatrixDiagV3] name: diag

/usr/local/lib/python3.10/dist-packages/tensorflow/python/framework/ops.py:1035: ComplexWarning: Casting complex values to real discards the imaginary part
  return int(self._numpy())

Error:{{function_node __wrapped__MatrixDiagV3_device_/job:localhost/replica:0/task:0/device:CPU:0}} Encountered overflow when multiplying 3046875392 with 3046875392, result: -9163294419334397952 [Op:MatrixDiagV3] name: diag
{}


```
```
