Research Article

Deep-Sea: A Reconfigurable Accelerator for Classic CNN

Table 1

Memory space division and address range.

Storage areaStart addressEnd addressStorage space

Parameter storage0x10000000x20400000500 MB
Image storage 10x300000000x30FFFFFF16 MB
Image storage 20x310000000x31FFFFFF16 MB
Convolution layer cache 10x320000000x32FFFFFF16 MB
Convolution layer cache 20x330000000x33FFFFFF16 MB
IP register0x400000000x7FFFFFFF1024 MB