piiswrong commented on a change in pull request #9305: Fixing two symbol files
for CNN
URL: https://github.com/apache/incubator-mxnet/pull/9305#discussion_r159729510
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File path: example/image-classification/symbols/googlenet.py
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@@ -65,7 +65,7 @@ def get_symbol(num_classes = 1000, **kwargs):
pool5 = mx.sym.Pooling(in4e, kernel=(3, 3), stride=(2, 2), pool_type="max")
in5a = InceptionFactory(pool5, 256, 160, 320, 32, 128, "max", 128,
name="in5a")
in5b = InceptionFactory(in5a, 384, 192, 384, 48, 128, "max", 128,
name="in5b")
- pool6 = mx.sym.Pooling(in5b, kernel=(7, 7), stride=(1,1), pool_type="avg")
+ pool6 = mx.sym.Pooling(in5b, kernel=(7, 7), stride=(1,1), pad=(1, 1),
pool_type="avg")
Review comment:
The kernel size depends on input size. Use global pooling instead.
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