Table 3.
Feature comparison (O: supported, X: not supported).
Feature | Digital | SC | |||||
---|---|---|---|---|---|---|---|
DianNao (Chen et al., 2014) | Judd et al., 2016 | Eyeriss (Chen et al., 2017) | Kim et al., 2016 | Sim et al., 2017 | Sim and Lee, 2017 | Ours | |
Large (≥5 Conv. layers) CNNs | O | O | O | X | X | X | O |
Tile based | O | O | O | X | O | O | O |
Per-CNN precision | X | O | X | X | X | X | O |
Per-layer precision | X | O | X | X | X | X | O |
Per-bit precision | X | O | X | O | O | O | O |
Multi-bit acceleration | X | X | X | X | X | O | O |
Variable latency operation | X | X | X | O | X | O | O |
Half-range specialization | X | X | X | X | X | X | O |