Aborted (core dumped) with tf.raw_ops.LSTMBlockCell

[LongZE666]

Issue type

Bug

Have you reproduced the bug with TensorFlow Nightly?

Yes

Source

source

TensorFlow version

tf 2.16.1

Custom code

Yes

OS platform and distribution

Ubuntu 20.04

Mobile device

No response

Python version

3.11

Bazel version

No response

GCC/compiler version

No response

CUDA/cuDNN version

No response

GPU model and memory

No response

Current behavior?

Under specific input, tf.raw_ops.LSTMBlockCell encounters "Aborted (core dumped)".

Standalone code to reproduce the issue

import tensorflow as tf

forget_bias = 1
cell_clip = 0
use_peephole = False
x = tf.constant([], shape=[0], dtype=tf.float32)
cs_prev = tf.constant([], shape=[0], dtype=tf.float32)
h_prev = tf.constant([], shape=[0,0], dtype=tf.float32)
w = tf.constant([], shape=[0], dtype=tf.float32)
wci = tf.constant([], shape=[0,0], dtype=tf.float32)
wcf = tf.constant(0.837607, shape=[28,29], dtype=tf.float32)
wco = tf.constant(0.837607, shape=[28,29], dtype=tf.float32)
b = tf.constant(0.837607, shape=[28,29], dtype=tf.float32)
tf.raw_ops.LSTMBlockCell(x=x, cs_prev=cs_prev, h_prev=h_prev, w=w, wci=wci, wcf=wcf, wco=wco, b=b, forget_bias=forget_bias, cell_clip=cell_clip, use_peephole=use_peephole)

Relevant log output

2024-05-01 03:36:12.005999: F tensorflow/core/framework/tensor_shape.cc:357] Check failed: d < dims() (1 vs. 1)
Aborted (core dumped)

[sushreebarsa]

@SuryanarayanaY I was able to replicate the issue reported here. Thank you!