Hardware Optimization - Float to Integer
Designing NPU (Neural Processing Unit) architectures at a low-power AI semiconductor startup constantly reminds me of a harsh truth:
Designing NPU (Neural Processing Unit) architectures at a low-power AI semiconductor startup constantly reminds me of a harsh truth:
When designing an NPU for low-power AI semiconductor edge devices, you often find yourself spending more time fighting the EDA tools than writing actual RTL.
When mapping a low-power AI semiconductor architecture onto an FPGA, one of the very first hurdles you encounter is 'Memory Design'.
Once the RTL coding is complete and functional verification (simulation) is completed, the design is now ready for implementation in the physical world (Physical…
In the previous part, we covered the port structure and basic concepts of SRAM. This time, we will look at ‘practical…
I ran the implementation in Vivado, and the WNS (Worst Negative Slack) was negative, which is the Design Timing…