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add example for maxpool

tags/v0.2.0-alpha
jiangjinsheng 6 years ago
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commit
4b19409a6f
1 changed files with 10 additions and 0 deletions
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      mindspore/ops/operations/nn_ops.py

+ 10
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mindspore/ops/operations/nn_ops.py View File

@@ -913,6 +913,11 @@ class MaxPool(_Pool):

Outputs:
Tensor, with shape :math:`(N, C_{out}, H_{out}, W_{out})`.

Examples:
>>> input_tensor = Tensor(np.arange(1*3*3*4).reshape((1,3,3,4)),mindspore.float32)
>>> maxpool_op = P.MaxPool(padding="VALID", ksize=2, strides=1)
>>> output_tensor = maxpool_op(input_tensor)
"""

@prim_attr_register
@@ -959,6 +964,11 @@ class MaxPoolWithArgmax(_Pool):

- **output** (Tensor) - Maxpooling result, with shape :math:`(N, C_{out}, H_{out}, W_{out})`.
- **mask** (Tensor) - Max values' index represented by the mask.

Examples:
>>> input_tensor = Tensor(np.arange(1*3*3*4).reshape((1,3,3,4)),mindspore.float32)
>>> maxpool_arg_op = P.MaxPoolWithArgmax(padding="VALID", ksize=2, strides=1)
>>> output_tensor, argmax = maxpool_arg_op(input_tensor)
"""
def __init__(self, ksize=1, strides=1, padding="valid"):
super(MaxPoolWithArgmax, self).__init__(ksize, strides, padding)


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