degree2.txt

¡¾1¡¿
net_struct = [3,4,4]
net = DMFNet(net_struct,2,input_size = 9,detailed_info = True)

Layer 0
Channel 0 has dimensionality 0.9782635474408239
Channel 1 has dimensionality 0.9781328829361039
Channel 2 has dimensionality 0.9785413039661277
Layer 1
Channel 0 has dimensionality 0.9481800900219219
Channel 1 has dimensionality 0.7888123870727611
Channel 2 has dimensionality 0.8337461375426921
Channel 3 has dimensionality 0.7346896240023819
Layer 2
Channel 0 has dimensionality 0.7792342387213873
Channel 1 has dimensionality 0.6371498793546957
Channel 2 has dimensionality 0.7980848421183679
Channel 3 has dimensionality 0.7910276176043293
Big Matrix dimensionality:
Layer 0 has total dimensionality 0.9372311154746832
Layer 1 has total dimensionality 0.49931371450042233
Layer 2 has total dimensionality 0.4246084530080286

¡¾2¡¿
net_struct = [3,4,4]
net = DMFNet(net_struct,5,input_size = 20,detailed_info = True)
Layer 0
Channel 0 has dimensionality 0.9825731176596271
Channel 1 has dimensionality 0.9825882536575137
Channel 2 has dimensionality 0.9824957509416676
Layer 1
Channel 0 has dimensionality 0.812833894333637
Channel 1 has dimensionality 0.8051258505682911
Channel 2 has dimensionality 0.7986729275932504
Channel 3 has dimensionality 0.747063543046404
Layer 2
Channel 0 has dimensionality 0.7518645565411001
Channel 1 has dimensionality 0.7327705492632939
Channel 2 has dimensionality 0.7476537066145326
Channel 3 has dimensionality 0.7534100582360763
Big Matrix dimensionality:
Layer 0 has total dimensionality 0.9493769662457842
Layer 1 has total dimensionality 0.48567869967115623
Layer 2 has total dimensionality 0.3771141274990362