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memory will be very large #2

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zdx3578 opened this issue Aug 1, 2021 · 1 comment
Open

memory will be very large #2

zdx3578 opened this issue Aug 1, 2021 · 1 comment

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@zdx3578
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zdx3578 commented Aug 1, 2021

If the data format is slightly larger, the memory will be very large. Do you have any suggestions for optimization? Any suggestions are welcome, thank you！
@ryanchankh
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On a high level, I think one potential way to reduce the memory is the learn (or construct) each E and C_j matrix by batch. As long as there is an efficiently way to solve the self-expressive regression problem at each step, then the construction of those matrices should be scalable.

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