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%Maxpool over a window of K*K.
%bottom is a 3d matrix: Win x Hin x N.
%top is a 3d matrix: Wout x Hout x N.
%The kernel size K and stride S are integers.
%Pool the input (bottom) with windows of size K and with the specified stride.
%No padding needed.
function [ top ] = avgpool( bottom K S )
    [WinHinN]=size(bottom);
    Wout = (Win-K)/S+1;
    Hout = (Hin-K)/S+1;
    top=zeros(WoutHoutN);
    for n=1:N
        for h=1:Hout
            for w=1:Wout
                hstart = (h-1)*S+1;
                wstart = (w-1)*S+1;
                hend=hstart+K-1;
                wend=wstart+K-1;
                top(whn)=mean(mean(bottom(wstart:wendhstart:hendn)));
            end
        end
    end
end

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2016-11-17 06:25  GoogleNet_MATLAB-master\
     文件         228  2016-11-17 06:25  GoogleNet_MATLAB-master\Config.txt
     文件       25860  2016-11-17 06:25  GoogleNet_MATLAB-master\GoogLeNetFWD.asv
     文件       27296  2016-11-17 06:25  GoogleNet_MATLAB-master\GoogLeNetFWD.m
     目录           0  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\
     文件       13734  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\100_inception_5a_3x3_reduce.mat
     文件       14574  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\101_inception_5a_3x3.mat
     文件        3507  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\102_inception_5a_5x5_reduce.mat
     文件        4198  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\103_inception_5a_5x5.mat
     文件       28155  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\104_inception_5a_pool.mat
     文件        4966  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\105_inception_5a_pool_proj.mat
     文件       37150  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\106_inception_5a_output.mat
     文件       37150  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\107_inception_5a_output_inception_5a_output_0_split_0.mat
     文件       37150  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\108_inception_5a_output_inception_5a_output_0_split_1.mat
     文件       37150  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\109_inception_5a_output_inception_5a_output_0_split_2.mat
     文件      216553  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\10_pool2_3x3_s2_pool2_3x3_s2_0_split_1.mat
     文件       37150  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\110_inception_5a_output_inception_5a_output_0_split_3.mat
     文件       16875  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\111_inception_5b_1x1.mat
     文件        8916  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\112_inception_5b_3x3_reduce.mat
     文件       14769  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\113_inception_5b_3x3.mat
     文件        3548  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\114_inception_5b_5x5_reduce.mat
     文件        5864  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\115_inception_5b_5x5.mat
     文件       29463  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\116_inception_5b_pool.mat
     文件        3909  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\117_inception_5b_pool_proj.mat
     文件       40794  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\118_inception_5b_output.mat
     文件        2945  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\119_pool5_7x7_s1.mat
     文件      216553  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\11_pool2_3x3_s2_pool2_3x3_s2_0_split_2.mat
     文件        3931  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\120_loss3_classifier.mat
     文件        3976  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\121_prob.mat
     文件      216553  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\12_pool2_3x3_s2_pool2_3x3_s2_0_split_3.mat
     文件       96173  2016-11-17 06:25  GoogleNet_MATLAB-master\Intermed_Results\13_inception_3a_1x1.mat
............此处省略224个文件信息

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