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Dimension setting of synchronous and asynchronous partition for the 16-th layer of ResNet50.
| No. of cores | J | I | m | n | Model |
|---|---|---|---|---|---|
| 112 | 7 | 1 | 1 | 16 | limit |
| 112 | 7 | 1 | 2 | 8 | S(m = 2) |
| 112 | 7 | 2 | 1 | 16 | A(#nodes = 2) |
| 112 | 7 | 1 | 4 | 4 | S(m = 4) |
| 112 | 7 | 4 | 1 | 16 | A(#nodes = 4) |
S, synchronous mapping; A, asynchronous mapping; No. of nodes, number of nodes in a closed loop.
