deconv操作真的需要知道输出形状吗?

时间:2016-11-29 13:40:16

标签: tensorflow deconvolution

deconv operation的文档说我们需要提供output_shape。是否有可能不提供形状张量的第一个元素?当我尝试在形状张量中提供None时(还要注意值的形状有一个None作为第一个元素),我得到的错误类似于:

 File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/nn_ops.py", line 276, in conv2d_transposeoutput_shape_ = ops.convert_to_tensor(output_shape, name="output_shape")

 File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 621, in convert_to_tensor ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)

 File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/constant_op.py", line 180, in _constant_tensor_conversion_function return constant(v, dtype=dtype, name=name)

 File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/constant_op.py", line 163, in constant
tensor_util.make_tensor_proto(value, dtype=dtype, shape=shape))

 File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/tensor_util.py", line 421, in make_tensor_proto
tensor_proto.string_val.extend([compat.as_bytes(x) for x in proto_values])

 File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/util/compat.py", line 45, in as_bytes
(bytes_or_text,))

 TypeError: Expected binary or unicode string, got None

0 个答案:

没有答案