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Model → Silicon

Watch a neural network compile to shift-and-add instructions — weight by weight, no multipliers needed.

Compilation Progress: 0 / 16 weights
Neural Network (3-layer FC)
Weight Decomposition
Current Weight
—
press Compile Next Weight
—
Awaiting compilation…
Running Statistics
0/16
Weights Compiled
—
Mean R̄
—
Max R
0
Total Ops
Coefficient Table
Weight Term 1 Term 2 Term 3 R
PE Array (2×2)
PE [0,0]
acc: 0
PE [0,1]
acc: 0
PE [1,0]
acc: 0
PE [1,1]
acc: 0
Speed 1.2s
R-Value Distribution (Live)
0
R=1
0
R=2
0
R=3
0
R=4
0
R≥5
R̄

16 weights compile to ~26 shift-add instructions (mean R̄ = 1.6). A MAC architecture needs 16 full multiplications — each consuming 92× more energy.