Overflow in tf.raw_ops.DenseBincount when the value of size is too large.

[xl1043237213]

Issue type

Bug

Have you reproduced the bug with TensorFlow Nightly?

Yes

Source

binary

TensorFlow version

tf 2.15

Custom code

No

OS platform and distribution

Linux Ubuntu 20.04

Mobile device

No response

Python version

3.10

Bazel version

No response

GCC/compiler version

No response

CUDA/cuDNN version

No response

GPU model and memory

No response

Current behavior?

When the value of size is close to the maximum value for the dtype, an integer overflow error will occur in following multiplication calculations.

Standalone code to reproduce the issue

https://colab.research.google.com/drive/1HOwF3BTWBrP2y9hpnFD9STu86vG7PrFX?usp=sharing

Relevant log output

Non-OK-status: InitDims(dim_sizes) status: INVALID_ARGUMENT: Encountered overflow when multiplying 3 with 6522107765268123892, result: -1
Aborted (core dumped)

[SuryanarayanaY]

Hi @xl1043237213 ,

Thanks for reporting. I have reproduced the reported behaviour and attached screenshot below.