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Power Optimization in Deep-Submicron ASICs: From RTL to GDSII

LOGICtILES Engineering2024-02-1410 min read

Power Optimization in Deep-Submicron ASICs

Power is no longer just an afterthought — in modern SoC design, it's often the primary constraint. Battery-powered edge devices, data center processors running at scale, and automotive safety systems all demand power budgets that can't be met with naive implementation.

The Three Pillars of Power Optimization

1. Architecture-Level Power Analysis

Before writing a single line of RTL, model your power budget. A rough but effective approach:

Dynamic Power ≈ α × C × V² × f

Where α is the activity factor, C is effective capacitance, V is supply voltage, and f is operating frequency. Each of these is a handle you can turn.

2. RTL-Level Techniques

Clock gating is your highest-ROI technique at RTL. A well-placed clock gate can reduce dynamic power by 30-40% in data-path-heavy designs.

// RTL clock gating template
always_ff @(posedge clk) begin
  if (enable)
    data_reg <= data_in;
end
// Synthesis tool will infer integrated clock gate (ICG)

Operand isolation prevents unnecessary switching in data paths when outputs are irrelevant:

always_comb begin
  multiplier_a = enable ? operand_a : '0;
  multiplier_b = enable ? operand_b : '0;
end

3. Multi-Voltage Domain Strategy

Not all blocks run at the same performance requirement. Grouping logic into voltage domains — each with its own VDD — allows fine-grain DVFS:

| Domain | Voltage | Blocks | |--------|---------|--------| | High performance | 0.9V | CPU core, cache | | Normal | 0.75V | Peripherals, IO | | Ultra-low power | 0.6V | RTC, always-on |

Physical Design Considerations

At sub-7nm nodes, leakage can exceed dynamic power. Multi-threshold cell libraries (HVT, SVT, LVT) allow the P&R tool to trade off performance against leakage on a cell-by-cell basis.

Our approach: start with HVT cells everywhere, then selectively swap to SVT/LVT along critical paths only.

Results We've Achieved

On a recent 16nm FPGA-to-ASIC migration, applying these techniques yielded:

  • 38% reduction in dynamic power vs. naive synthesis
  • 2.1× improvement in energy efficiency vs. FPGA baseline
  • Maintained all timing closure targets at PVT corners

Power-aware design is a discipline, not a checkbox. Bake it in from day one.