The ReLU Type option determines which kind of ReLU function can be used in the DPUCZDX8G. ReLU and ReLU6 are supported by default. The option “ReLU + LeakyReLU + ReLU6“ means that LeakyReLU becomes available as an activation function.
Note: LeakyReLU coefficient is fixed to 0.1.
| DPU Architecture | Extra LUTs |
|---|---|
| B512(4x8x8) | 347 |
| B800(4x10x10) | 725 |
| B1024(8x8x8) | 451 |
| B1152(4x12x12) | 780 |
| B1600(8x10x10) | 467 |
| B2304(8x12x12) | 706 |
| B3136(8x14x14) | 831 |
| B4096(8x16x16) | 925 |