System information

• Have I written custom code (as opposed to using a stock example script provided in TensorFlow):No
• OS Platform and Distribution (e.g., Linux Ubuntu 16.04):Win10
• TensorFlow installed from (source or binary):binary
• TensorFlow version (use command below):1.6.0dev20180126(GPU)
• Python version: 3.6.3
• Bazel version (if compiling from source): N/A
• GCC/Compiler version (if compiling from source): N/A
• CUDA/cuDNN version: N/A
• GPU model and memory: N/A
• Exact command to reproduce: N/A

Source code / logs

• No problem in graph mode

import tensorflow as tf
import numpy as np
import tensorflow.contrib.eager as tfe
tfe.enable_eager_execution()
@tfe.defun
def test(rect):
    rect_T = tf.transpose(rect)
    print(rect_T.shape)
    print(tf.linalg.inv(rect_T).shape)
    print(tf.linalg.inv(rect).shape)
    print(tf.linalg.inv(tf.transpose(rect)).shape)
rect_tf = tf.constant(np.random.uniform(size=[4, 4]))
test(rect_tf)

Output:

(4, 4)
(?, ?)
(4, 4)
(?, ?)