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9dc48f95
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tensorflow
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9dc48f95
编写于
11月 02, 2016
作者:
O
Olivia Nordquist
提交者:
TensorFlower Gardener
11月 02, 2016
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差异文件
changing the order of tf.svd's arguments to be the same as numpy's
Change: 137996377
上级
dc26bb33
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1
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tensorflow/python/ops/linalg_ops.py
tensorflow/python/ops/linalg_ops.py
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未找到文件。
tensorflow/python/ops/linalg_ops.py
浏览文件 @
9dc48f95
...
...
@@ -239,7 +239,7 @@ def self_adjoint_eigvals(tensor, name=None):
return
e
def
svd
(
tensor
,
compute_uv
=
True
,
full_matrices
=
Fals
e
,
name
=
None
):
def
svd
(
tensor
,
full_matrices
=
False
,
compute_uv
=
Tru
e
,
name
=
None
):
"""Computes the singular value decompositions of one or more matrices.
Computes the SVD of each inner matrix in `tensor` such that
...
...
@@ -258,12 +258,12 @@ def svd(tensor, compute_uv=True, full_matrices=False, name=None):
Args:
matrix: `Tensor` of shape `[..., M, N]`. Let `P` be the minimum of `M` and
`N`.
compute_uv: If `True` then left and right singular vectors will be
computed and returned in `u` and `v`, respectively. Otherwise, only the
singular values will be computed, which can be significantly faster.
full_matrices: If true, compute full-sized `u` and `v`. If false
(the default), compute only the leading `P` singular vectors.
Ignored if `compute_uv` is `False`.
compute_uv: If `True` then left and right singular vectors will be
computed and returned in `u` and `v`, respectively. Otherwise, only the
singular values will be computed, which can be significantly faster.
name: string, optional name of the operation.
Returns:
...
...
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