tensorflow中的可变形卷积

Question

我尝试使用python3.5中的tensorlayer来运行一个简单的代码。我有一个错误：：

[TL] DeformableConv2d ab: n_filter: 32, filter_size: (3, 3) act:relu
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/anaconda3/lib/python3.5/site-packages/tensorlayer/deprecation.py", line 24, in wrapper
    return f(*args, **kwargs)
  File "/home/anaconda3/lib/python3.5/site-packages/tensorlayer/layers/convolution.py", line 971, in __init__
    tf.reshape()
TypeError: reshape() missing 2 required positional arguments: 'tensor' and 'shape'

守则是：

import tensorflow as tf
import tensorlayer as tl

inp = tf.zeros([1,50,50,3])
inp = tl.layers.InputLayer(inp, 'inp')

offset = tl.layers.Conv2d(inp, 18, (3,3), (1,1), padding="SAME")

d = tl.layers.DeformableConv2d(inp, offset, 32, (3,3), name='a')

为什么会发生这种情况？

Answer 1

一个bug修复已经实现，但是我们还没有发布它。如果希望从源安装TL，可以执行以下操作：

pip uninstall tensorlayer  
pip install --upgrade tensorflow     # if you do not use GPU support
pip install --upgrade tensorflow-gpu # if you use GPU support
pip install git+https://github.com/tensorlayer/tensorlayer.git

1.8.6的RC版本应该会在月底前发布。