Overflow bug when running tf.clip_by_value on colab
@dmc1778,
I tried to execute the mentioned code in an alternative approach with the different input where it was executed without any issues. The input which was provided was out of scope which was executed with the OOM error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/d1e590b7d6ff8e4d5d7c2c97eb704592/untitled1331.ipynb). Thank you! This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you. This issue was closed because it has been inactive for 7 days since being marked as stale. Please reopen if you'd like to work on this further. 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/61617">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/61617">No</a>

### Issue type

Bug

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

Yes

### Source

binary

### TensorFlow version

2.13.0

### Custom code

Yes

### OS platform and distribution

_No response_

### Mobile device

_No response_

### Python version

_No response_

### Bazel version

_No response_

### GCC/compiler version

_No response_

### CUDA/cuDNN version

_No response_

### GPU model and memory

_No response_

### Current behavior?

Due to large tensor 

### Standalone code to reproduce the issue

```shell
import tensorflow as tf
import os
import numpy as np
try:
  arg_0_tensor = tf.random.uniform([2, 472, 496, 4, 1, 1024], dtype=tf.float64)
  arg_0 = tf.identity(arg_0_tensor)
  arg_1 = 0
  arg_2 = False
  out = tf.clip_by_value(arg_0,arg_1,arg_2,)
except Exception as e:
  print("Error:"+str(e))
```
```


### Relevant log output

```shell
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.592 NotebookApp] Searching ['/root/.jupyter', '/root/.local/etc/jupyter', '/usr/etc/jupyter', '/usr/local/etc/jupyter', '/etc/jupyter'] for config files","time":"2023-08-17T21:55:14.593Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.592 NotebookApp] Looking for jupyter_config in /etc/jupyter","time":"2023-08-17T21:55:14.598Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.594 NotebookApp] Looking for jupyter_config in /usr/local/etc/jupyter","time":"2023-08-17T21:55:14.600Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.601 NotebookApp] Looking for jupyter_config in /usr/etc/jupyter","time":"2023-08-17T21:55:14.603Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.602 NotebookApp] Looking for jupyter_config in /root/.local/etc/jupyter","time":"2023-08-17T21:55:14.603Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.602 NotebookApp] Looking for jupyter_config in /root/.jupyter","time":"2023-08-17T21:55:14.604Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.604 NotebookApp] Looking for jupyter_notebook_config in /etc/jupyter","time":"2023-08-17T21:55:14.605Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.604 NotebookApp] Loaded config file: /etc/jupyter/jupyter_notebook_config.py","time":"2023-08-17T21:55:14.608Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.605 NotebookApp] Looking for jupyter_notebook_config in /usr/local/etc/jupyter","time":"2023-08-17T21:55:14.608Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.597 NotebookApp] Searching ['/root/.jupyter', '/root/.local/etc/jupyter', '/usr/etc/jupyter', '/usr/local/etc/jupyter', '/etc/jupyter'] for config files","time":"2023-08-17T21:55:14.598Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.609 NotebookApp] Loaded config file: /usr/local/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:14.610Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.610 NotebookApp] Looking for jupyter_notebook_config in /usr/etc/jupyter","time":"2023-08-17T21:55:14.611Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.610 NotebookApp] Looking for jupyter_notebook_config in /root/.local/etc/jupyter","time":"2023-08-17T21:55:14.611Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.610 NotebookApp] Looking for jupyter_notebook_config in /root/.jupyter","time":"2023-08-17T21:55:14.611Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.612 NotebookApp] Loaded config file: /root/.jupyter/jupyter_notebook_config.py","time":"2023-08-17T21:55:14.613Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.597 NotebookApp] Looking for jupyter_config in /etc/jupyter","time":"2023-08-17T21:55:14.599Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.597 NotebookApp] Looking for jupyter_config in /usr/local/etc/jupyter","time":"2023-08-17T21:55:14.601Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.598 NotebookApp] Looking for jupyter_config in /usr/etc/jupyter","time":"2023-08-17T21:55:14.601Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.598 NotebookApp] Looking for jupyter_config in /root/.local/etc/jupyter","time":"2023-08-17T21:55:14.602Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.598 NotebookApp] Looking for jupyter_config in /root/.jupyter","time":"2023-08-17T21:55:14.602Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.599 NotebookApp] Looking for jupyter_notebook_config in /etc/jupyter","time":"2023-08-17T21:55:14.610Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.600 NotebookApp] Loaded config file: /etc/jupyter/jupyter_notebook_config.py","time":"2023-08-17T21:55:14.612Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.601 NotebookApp] Looking for jupyter_notebook_config in /usr/local/etc/jupyter","time":"2023-08-17T21:55:14.612Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.603 NotebookApp] Loaded config file: /usr/local/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:14.612Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.603 NotebookApp] Looking for jupyter_notebook_config in /usr/etc/jupyter","time":"2023-08-17T21:55:14.613Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.603 NotebookApp] Looking for jupyter_notebook_config in /root/.local/etc/jupyter","time":"2023-08-17T21:55:14.614Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.603 NotebookApp] Looking for jupyter_notebook_config in /root/.jupyter","time":"2023-08-17T21:55:14.614Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"[D 21:55:14.606 NotebookApp] Loaded config file: /root/.jupyter/jupyter_notebook_config.py","time":"2023-08-17T21:55:14.614Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.051Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/usr/local/etc/jupyter/jupyter_notebook_config.d/panel-client-jupyter.json","time":"2023-08-17T21:55:15.056Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/usr/local/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.056Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/usr/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.059Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/root/.local/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.060Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/root/.jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.061Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Writing notebook server cookie secret to /root/.local/share/jupyter/runtime/notebook_cookie_secret","time":"2023-08-17T21:55:15.074Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Authentication of /metrics is OFF, since other authentication is disabled.","time":"2023-08-17T21:55:15.076Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"google.colab serverextension initialized.","time":"2023-08-17T21:55:15.159Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.173Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/usr/local/etc/jupyter/jupyter_notebook_config.d/panel-client-jupyter.json","time":"2023-08-17T21:55:15.175Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/usr/local/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.177Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/usr/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.179Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/root/.local/etc/jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.180Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    \t/root/.jupyter/jupyter_notebook_config.json","time":"2023-08-17T21:55:15.183Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Writing notebook server cookie secret to /root/.local/share/jupyter/runtime/notebook_cookie_secret","time":"2023-08-17T21:55:15.192Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Authentication of /metrics is OFF, since other authentication is disabled.","time":"2023-08-17T21:55:15.193Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"google.colab serverextension initialized.","time":"2023-08-17T21:55:15.213Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Serving notebooks from local directory: /","time":"2023-08-17T21:55:19.313Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Serving notebooks from local directory: /","time":"2023-08-17T21:55:19.314Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Jupyter Notebook 6.5.5 is running at:","time":"2023-08-17T21:55:19.314Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"http://172.28.0.2:9000/","time":"2023-08-17T21:55:19.314Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).","time":"2023-08-17T21:55:19.315Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Jupyter Notebook 6.5.5 is running at:","time":"2023-08-17T21:55:19.314Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"http://172.28.0.12:9000/","time":"2023-08-17T21:55:19.316Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).","time":"2023-08-17T21:55:19.316Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"Kernel started: 92d4365c-be07-4243-a024-4094c7317470, name: python3","time":"2023-08-17T21:55:37.205Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"Got events for closed stream <zmq.eventloop.zmqstream.ZMQStream object at 0x79d03bf475b0>","time":"2023-08-17T21:55:52.871Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"2023-08-17 21:55:56.928312: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.","time":"2023-08-17T21:55:56.928Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.","time":"2023-08-17T21:55:56.928Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"2023-08-17 21:55:58.601992: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT","time":"2023-08-17T21:55:58.602Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"2023-08-17 21:56:04.276761: W tensorflow/core/framework/op_kernel.cc:1830] OP_REQUIRES failed at tile_ops.cc:193 : INVALID_ARGUMENT: Encountered overflow when multiplying 500366062604 with 125091515651, result: -1","time":"2023-08-17T21:56:04.276Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"Task exception was never retrieved","time":"2023-08-17T22:10:59.200Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"future: <Task finished name='Task-35' coro=<WebSocketProtocol13.write_message.<locals>.wrapper() done, defined at /usr/local/lib/python3.10/dist-packages/tornado/websocket.py:1085> exception=WebSocketClosedError()>","time":"2023-08-17T22:10:59.200Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"Traceback (most recent call last):","time":"2023-08-17T22:10:59.200Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"  File \"/usr/local/lib/python3.10/dist-packages/tornado/websocket.py\", line 1087, in wrapper","time":"2023-08-17T22:10:59.200Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    await fut","time":"2023-08-17T22:10:59.200Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"tornado.iostream.StreamClosedError: Stream is closed","time":"2023-08-17T22:10:59.200Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"During handling of the above exception, another exception occurred:","time":"2023-08-17T22:10:59.200Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"Traceback (most recent call last):","time":"2023-08-17T22:10:59.201Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"  File \"/usr/lib/python3.10/asyncio/tasks.py\", line 232, in __step","time":"2023-08-17T22:10:59.201Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    result = coro.send(None)","time":"2023-08-17T22:10:59.201Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"  File \"/usr/local/lib/python3.10/dist-packages/tornado/websocket.py\", line 1089, in wrapper","time":"2023-08-17T22:10:59.201Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"    raise WebSocketClosedError()","time":"2023-08-17T22:10:59.201Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"tornado.websocket.WebSocketClosedError","time":"2023-08-17T22:10:59.201Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"Got events for closed stream <zmq.eventloop.zmqstream.ZMQStream object at 0x79d03bffc0d0>","time":"2023-08-17T23:11:18.034Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"2023-08-17 23:17:17.631931: W tensorflow/tsl/framework/cpu_allocator_impl.cc:83] Allocation of 19327655268 exceeds 10% of free system memory.","time":"2023-08-17T23:17:17.634Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"KernelRestarter: restarting kernel (1/5), keep random ports","time":"2023-08-17T23:17:28.209Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"WARNING:root:kernel 92d4365c-be07-4243-a024-4094c7317470 restarted","time":"2023-08-17T23:17:28.209Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"2023-08-17 23:19:54.827450: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.","time":"2023-08-17T23:19:54.827Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.","time":"2023-08-17T23:19:54.827Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"2023-08-17 23:19:58.360271: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT","time":"2023-08-17T23:19:58.360Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"2023-08-17 23:20:03.457377: W tensorflow/tsl/framework/cpu_allocator_impl.cc:83] Allocation of 15342764032 exceeds 10% of free system memory.","time":"2023-08-17T23:20:03.457Z","v":0}
{"pid":7,"type":"jupyter","level":30,"msg":"KernelRestarter: restarting kernel (1/5), keep random ports","time":"2023-08-17T23:20:40.231Z","v":0}
{"pid":7,"type":"jupyter","level":40,"msg":"WARNING:root:kernel 92d4365c-be07-4243-a024-4094c7317470 restarted","time":"2023-08-17T23:20:40.234Z","v":0}
```
```
