Kuzuv0 161

Human curiosity is piqued by the unknown, and "kuzuv0 161" is no exception. At first glance, it appears to be a random combination of letters and numbers. However, to someone, somewhere, this sequence might hold significant meaning. It could be a reference to a specific event, a coordinate, a password, or even an artistic statement.

| Network | Input | Ops (G) | Accuracy (Top‑1) | KUZU‑V0‑161 (ms) | Energy (mJ) | TOPS/W | |---------|-------|--------|------------------|-----------------|------------|--------| | MobileNet‑V2 (1.0) | 224×224 | 0.31 | 71.8 % | 1.1 | 0.45 | 4.1 | | ResNet‑18 | 224×224 | 1.82 | 69.6 % | 3.2 | 1.3 | 3.6 | | YOLO‑v4‑tiny | 416×416 | 6.1 | 39.2 % (mAP) | 7.8 | 3.1 | 3.1 | | Traffic‑Sign (custom) | 128×128 | 0.12 | 98.4 % | 0.7 | 0.22 | 5.2 | kuzuv0 161

Energy numbers are for a single inference at the most efficient DVFS point (0.45 V). Human curiosity is piqued by the unknown, and

| Unit | Precision | Peak Ops | Role | |------|-----------|----------|------| | MAC‑Array | 8‑bit unsigned × 8‑bit signed | 256 MAC/cycle | Convolution, depth‑wise, point‑wise layers | | Tensor‑Core | 16‑bit signed | 64 MAC/cycle | Fully‑connected layers, residual additions, batch‑norm | | SIMD Engine | 32‑bit FP32, INT32 | 128 ALU ops/cycle | Control flow, post‑processing, quantization/de‑quantization | It could be a reference to a specific

All units share a common clock domain (max 250 MHz) and can be power‑gated independently.