Full parallel MLP using FINN? #1190
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JCastelli326
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Hi @JCastelli326, If you are dealing with a very small MLP, LogicNets could also be an interesting project for you. |
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Dear FINN community,
I am trying to use finn for a very small MLP that would process 3 or 4 components every clock cycles. Like 20 neurons on the first layer and 8 on the second. I would like to not have the inputs given sequentially to each layer but rather have all layers pipelined and processing in parallel the inputs of the preceding layer. I am struggling to find the right configuration of FINN to reach my goal. Is it even possible?
We tried multiple PE and SIMD settings without success. Does anyone have some pointers or ideas?
The goal would be to have a very efficient MLP in terms of throughput (1 sample per clock cycle), and reuse the great work you have been doing.
Thank you for your support,
Jonathan
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