How to optimize large matrix multiplication in Vitis HLS?

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I want to optimize triple for loop that does large matrix multiplication based on example from this repository.

By optimizing it I mean decreasing time of execution and reducing resources needed to run the program.

I tried finding some information on how could I do it, but I am not experienced with this technology. While I think some pragma could help, I also think I should change how data is being sent to the loop.

I will be very grateful for any advice.

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