提交 87bf9a48 编写于 作者: M mindspore-ci-bot 提交者: Gitee

!3585 fix sparse api doc

Merge pull request !3585 from riemann_penn/fix_sparse_api_doc
......@@ -227,6 +227,8 @@ class IndexedSlices:
IndexedSlices can only be used in `Cell`'s contruct method.
Pynative mode not supported at the moment.
Args:
indices (Tensor): A 1-D integer Tensor of shape [D0].
values (Tensor): A Tensor of any dtype of shape [D0, D1, ..., Dn].
......@@ -237,16 +239,17 @@ class IndexedSlices:
IndexedSlices, composed of `indices`, `values`, `dense_shape`.
Examples:
>>> # Create a IndexedSlices.
>>> indices = Tensor([1, 2])
>>> values = Tensor([[0, 0], [1, 2]], dtype=ms.float32)
>>> dense_shape = (3, 2)
>>> indexed_slices = IndexedSlices(indices, values, dense_shape)
>>> class Net(nn.Cell):
>>> def __init__(self, dense_shape):
>>> super(Net, self).__init__()
>>> self.dense_shape = dense_shape
>>> def construct(self, indices, values):
>>> x = IndexedSlices(indices, values, self.dense_shape)
>>> return x.values(), x.indices(), x.dense_shape()
>>>
>>> # Get atrr.
>>> indices = indexed_slices.indices()
>>> values = indexed_slices.values()
>>> dense_shape = indexed_slices.dense_shape()
>>> indices = Tensor([0])
>>> values = Tensor([[1, 2]], dtype=ms.float32)
>>> Net((3, 2))(indices, values)
"""
def __init__(self, indices, values, dense_shape):
raise NotImplementedError
......@@ -258,6 +261,8 @@ class SparseTensor:
SparseTensor can only be used in `Cell`'s contruct method.
Pynative mode not supported at the moment.
For a tensor dense, its SparseTensor(indices, values, dense_shape) has
`dense[indices[i]] = values[i]`.
......@@ -273,17 +278,18 @@ class SparseTensor:
Returns:
SparseTensor, composed of `indices`, `values`, `dense_shape`.
Examples:
>>> # Create a SparseTensor.
Examples:
>>> class Net(nn.Cell):
>>> def __init__(self, dense_shape):
>>> super(Net, self).__init__()
>>> self.dense_shape = dense_shape
>>> def construct(self, indices, values):
>>> x = SparseTensor(indices, values, self.dense_shape)
>>> return x.values(), x.indices(), x.dense_shape()
>>>
>>> indices = Tensor([[0, 1], [1, 2]])
>>> values = Tensor([1, 2], dtype=ms.float32)
>>> dense_shape = (3, 4)
>>> sparse_tensor = SparseTensor(indices, values, dense_shape)
>>>
>>> # Get atrr.
>>> indices = sparse_tensor.indices()
>>> values = sparse_tensor.values()
>>> dense_shape = sparse_tensor.dense_shape()
>>> Net((3, 4))(indices, values)
"""
def __init__(self, indices, values, dense_shape):
raise NotImplementedError
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