Closed bfs18 closed 1 year ago
Without this commit, the model and it io format are the following log.
Model version: 0.4.3 NNoM version 0.4.3 To disable logs, please void the marco 'NNOM_LOG(...)' in 'nnom_port.h'. Data format: Channel last (HWC) Start compiling model... Layer(#) Activation output shape ops(MAC) mem(in, out, buf) mem blk lifetime ------------------------------------------------------------------------------------------------- #1 Input - - ( 1, 1, 147,) ( 147, 147, 0) 1 - - - - - - - #2 Dense - - ( 8, ) 1176 ( 147, 8, 294) 1 1 1 - - - - - #3 RNN/GRU - - ( 8, 8, ) 6336 ( 8, 64, 160) 1 1 1 - - - - - #4 RNN/GRU - - ( 8, 8, ) 6336 ( 64, 64, 160) 1 1 1 - - - - - #5 Dense - - ( 1, ) 64 ( 64, 1, 128) 1 1 1 - - - - - #6 Output - - ( 1, ) ( 1, 1, 0) - 1 - - - - - - ------------------------------------------------------------------------------------------------- Memory cost by each block: blk_0:160 blk_1:296 blk_2:64 blk_3:0 blk_4:0 blk_5:0 blk_6:0 blk_7:0 Memory cost by network buffers: 520 bytes Total memory occupied: 2872 bytes Compling done in 0 ms Print layer input/output.. Layer(#) - Input(Qnm) Output(Qnm) Oshape ---------------------------------------------------------- #1 Input - 0. 7 0. 7 ( 1, 1, 147,) #2 Dense - 0. 7 1. 6 ( 8, ) #3 RNN/GRU - 1. 6 0. 7 ( 8, 8, ) #4 RNN/GRU - 0. 7 0. 7 ( 8, 8, ) #5 Dense - 0. 7 1. 6 ( 1, ) #6 Output - 1. 6 1. 6 ( 1, )
This commit can fix the error in the first Dense layer.
Model version: 0.4.3 NNoM version 0.4.3 To disable logs, please void the marco 'NNOM_LOG(...)' in 'nnom_port.h'. Data format: Channel last (HWC) Start compiling model... Layer(#) Activation output shape ops(MAC) mem(in, out, buf) mem blk lifetime ------------------------------------------------------------------------------------------------- #1 Input - - ( 1, 1, 147,) ( 147, 147, 0) 1 - - - - - - - #2 Dense - - ( 1, 8, ) 1176 ( 147, 8, 294) 1 1 1 - - - - - #3 RNN/GRU - - ( 1, 8, ) 792 ( 8, 8, 160) 1 1 1 - - - - - #4 RNN/GRU - - ( 1, 8, ) 792 ( 8, 8, 160) 1 1 1 - - - - - #5 Dense - - ( 1, ) 8 ( 8, 1, 16) 1 1 1 - - - - - #6 Output - - ( 1, ) ( 1, 1, 0) - 1 - - - - - - ------------------------------------------------------------------------------------------------- Memory cost by each block: blk_0:160 blk_1:296 blk_2:8 blk_3:0 blk_4:0 blk_5:0 blk_6:0 blk_7:0 Memory cost by network buffers: 464 bytes Total memory occupied: 2816 bytes Compling done in 0 ms Print layer input/output.. Layer(#) - Input(Qnm) Output(Qnm) Oshape ---------------------------------------------------------- #1 Input - 0. 7 0. 7 ( 1, 1, 147,) #2 Dense - 0. 7 1. 6 ( 1, 8, ) #3 RNN/GRU - 1. 6 0. 7 ( 1, 8, ) #4 RNN/GRU - 0. 7 0. 7 ( 1, 8, ) #5 Dense - 0. 7 1. 6 ( 1, ) #6 Output - 1. 6 1. 6 ( 1, )
Without this commit, the model and it io format are the following log.
This commit can fix the error in the first Dense layer.