converting uint8 to double in a faster way

Question

HYZ 2022-10-25

0
链接

此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1834273-converting-uint8-to-double-in-a-faster-way

评论： Bruno Luong 2022-10-25

采纳的回答： Bruno Luong

temp.mat

在 MATLAB Online 中打开

Hi,

I would like to convert to uint8 array to double. I attached the struct temp.mat here which contains unit8 for 60 frames. it took like 16s for converting all frames into double.

Could you suggest if there is faster way to convert to double?

Thanks in advance.

load('temp.mat')
dotspos = zeros (1080, 1920, 3, nFrames);
for i = 1:nFrames
temp1 (:,:,:,i) = double(temp(i).cdata);
dotspos = temp1;
end

1 个评论
显示 -1更早的评论隐藏 -1更早的评论

DGM 2022-10-25

I imagine that allocating and filling ~3GB of contiguous memory could take some time depending on how much memory you have.

请先登录，再进行评论。

请先登录，再回答此问题。

Answer 1

Bruno Luong 2022-10-25

0
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1834273-converting-uint8-to-double-in-a-faster-way#answer_1082828

在 MATLAB Online 中打开

dotspos = double(cat(4,temp.cdata));

0 个评论
显示 -2更早的评论隐藏 -2更早的评论

请先登录，再进行评论。

Answer 2

Walter Roberson 2022-10-25

0
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1834273-converting-uint8-to-double-in-a-faster-way#answer_1083063

在 MATLAB Online 中打开

load('temp.mat')
dotspos = zeros (1080, 1920, 3, nFrames);
for i = 1:nFrames
dotspos(:,:,:,i) = double(temp(i).cdata);
end

You did not preallocate temp1 so you were growing it every iteration.

3 个评论
显示 1更早的评论隐藏 1更早的评论

Walter Roberson 2022-10-25

Note:

converting one frame at a time requires storage equal to what you zeros() plus temporary storage the size of one frame converted to double precision.

Using double(cat(4)) is a nice compact method, and would be quite reasonable to see in code. However, it requires temporary storage equal to the total size of the frames in uint8. I would expect that the cat(4) method is faster if you have enough RAM (slower if the extra space requires that you write to swap space.)

Bruno Luong 2022-10-25

在 MATLAB Online 中打开

If memory space is the concern one can keep 1/2 variables at the same time not three

%function temp = cast2dbl(temp)
temp = cat(4,temp.cdata);
temp = double(temp);
%end

Just a detail, but might be important if RAM is limiting. At worst the intermediate RAM is requires 1/8 extra than the space to store the final result.

请先登录，再进行评论。