!785 add maxpool in alexnet

Merge pull request !785 from wukesong/maxpool_alexnet
pull/785/MERGE
mindspore-ci-bot 5 years ago committed by Gitee
commit 36d9327c52

@ -15,6 +15,7 @@
"""Alexnet."""
import mindspore.nn as nn
from mindspore.common.initializer import TruncatedNormal
from mindspore.ops import operations as P
def conv(in_channels, out_channels, kernel_size, stride=1, padding=0, pad_mode="valid"):
weight = weight_variable()
@ -44,7 +45,7 @@ class AlexNet(nn.Cell):
self.conv4 = conv(384, 384, 3, pad_mode="same")
self.conv5 = conv(384, 256, 3, pad_mode="same")
self.relu = nn.ReLU()
self.max_pool2d = nn.MaxPool2d(kernel_size=3, stride=2)
self.max_pool2d = P.MaxPool(ksize=3, strides=2)
self.flatten = nn.Flatten()
self.fc1 = fc_with_initialize(6*6*256, 4096)
self.fc2 = fc_with_initialize(4096, 4096)

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