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317 lines (273 loc) · 25.3 KB
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import yaml
import sys
path = sys.argv[1]
cfg = yaml.load(open(path, 'r'))
model = cfg['model']
backbone = model['backbone']
supernet = []
for stage in backbone:
item = backbone[stage]
print(stage, item)
if not isinstance(item, list):
continue
n, stride, c_in, c_out, expand_ratio, c_search, ops = item
if len(expand_ratio) == 0:
expand_ratio = [1]
if not isinstance(expand_ratio[0], list):
expand_ratio = [expand_ratio] * len(ops)
for _ in range(n):
stage = []
for ts, op in zip(expand_ratio, ops):
for t in ts:
stage.append([1, stride, c_in, c_out, [t], c_search, [op]])
supernet.append(stage)
c_in = c_out
stride = 1
for idx, stage in enumerate(supernet):
print(f'\nstage {idx}')
for i, op in enumerate(stage):
print(f'{i} {op}')
subnet = [0] * 30
subnet = [0, 0, 5, 4, 1, 1, 0, 4, 0, 3, 3, 6, 2, 5, 1, 2, 1, 3, 5, 3, 4, 2, 5, 0, 0, 0]
s = '0 0 2 2 6 6 2 0 5 2 3 4 6 0 0 2 2 3 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # top1
s = '0 0 2 2 6 6 2 0 5 2 3 4 6 0 0 2 1 2 5 4 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2
s = '0 0 2 2 6 6 2 0 5 4 3 4 6 0 0 2 1 2 5 4 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 2 2 6 6 2 0 5 2 3 4 6 0 0 2 1 2 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 2 2 6 6 2 0 6 4 3 4 1 0 0 2 0 3 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5
s = '0 0 2 2 6 6 2 0 6 4 3 4 6 2 0 2 2 3 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 2 2 6 6 2 0 6 4 3 4 6 0 0 2 0 3 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 2 2 6 6 2 0 5 2 3 4 6 0 0 2 0 3 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
s = '0 0 2 2 6 6 2 0 6 4 5 4 4 0 0 2 1 2 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9
s = '0 0 2 2 6 6 2 0 6 4 5 4 4 2 0 2 1 2 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
# 17619 + 3W iter
s = '0 0 5 2 6 6 4 0 4 6 2 5 4 0 1 1 6 4 5 0 2 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
# 30480 + 3W iter
s = '0 0 5 2 6 6 3 1 6 6 2 3 4 2 0 2 0 2 3 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
# 47290 + 3W iter
s = '0 0 0 0 6 0 4 2 0 0 4 4 6 2 0 2 4 3 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
# noflops 9W iter
s = '0 0 2 4 6 4 4 6 2 6 5 6 6 4 1 4 2 2 5 5 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
# FLOPs 50x20
s = '0 0 3 6 0 6 4 6 0 2 3 4 0 3 0 2 2 2 5 4 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
s = '0 0 3 6 0 6 4 2 0 2 4 4 0 2 0 2 2 2 5 4 5 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2
s = '0 0 2 2 6 6 4 2 4 2 3 4 0 0 0 2 2 1 5 4 5 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 3 6 0 6 4 6 0 2 3 4 0 2 0 2 2 2 5 5 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 2 2 6 6 4 2 4 2 3 4 0 0 0 2 2 2 5 4 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5
s = '0 0 3 6 0 6 2 0 4 2 3 4 0 4 0 2 2 2 5 4 5 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 3 6 0 6 4 0 4 2 4 4 0 0 0 0 2 4 5 5 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
s = '0 0 2 2 6 6 4 2 4 2 3 4 0 4 0 2 2 2 5 4 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 3 6 0 6 4 6 0 2 3 4 0 2 0 0 2 2 5 5 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
s = '0 0 3 6 0 6 4 6 0 2 3 4 0 0 0 2 2 2 5 5 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9
# FLOPs 0.05 50x20
s = '0 0 2 0 6 6 2 1 4 0 3 4 6 0 3 0 2 3 3 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
#s = '0 0 2 0 6 6 2 1 4 2 3 4 6 0 3 0 2 3 3 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2
s = '0 0 2 0 6 6 2 1 4 0 3 4 6 0 3 0 0 3 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 4 6 0 6 2 0 4 0 5 4 6 0 2 2 1 3 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 4 6 0 6 2 0 2 2 5 4 6 0 3 0 2 3 5 5 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5
s = '0 0 2 0 6 6 2 0 3 2 4 4 6 0 3 0 2 2 5 5 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 2 0 6 6 2 2 4 1 3 4 6 0 3 0 2 3 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 4 6 0 6 2 1 2 0 3 4 6 0 3 0 0 3 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
s = '0 0 4 6 0 6 2 0 3 2 4 4 6 0 3 0 2 3 5 5 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9
s = '0 0 4 6 0 6 2 0 4 0 5 4 6 0 2 2 1 2 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
# FLOPs multi-path 2/10 50x20
s = '0 0 2 6 0 2 4 6 5 2 3 2 0 2 3 2 6 4 5 4 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
s = '0 0 4 6 0 2 4 6 3 2 3 2 0 2 1 2 6 4 5 4 4 0 5 0 0 0' # 2
s = '0 0 4 6 0 2 4 6 5 2 3 2 0 2 1 2 6 4 5 4 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 4 6 0 2 4 6 3 2 3 2 2 2 1 2 6 4 5 4 4 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 4 6 0 2 4 6 3 2 3 2 2 2 1 2 6 4 5 4 4 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 0 6 0 2 4 0 4 2 3 2 0 2 1 2 6 4 5 4 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
# FLOPs multi-path 2/4 50x20
s = '0 0 2 0 6 2 4 4 6 0 2 6 4 3 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
s = '0 0 2 0 6 2 2 4 2 0 3 6 4 2 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2
s = '0 0 2 0 6 2 2 4 2 0 2 6 4 3 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 2 0 6 0 4 4 2 0 2 6 4 2 0 0 2 2 5 4 3 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 2 0 6 2 4 4 6 0 2 6 5 2 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5
s = '0 0 2 0 6 2 4 3 6 0 2 6 4 3 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 4 0 6 2 4 4 6 0 2 6 4 3 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 4 0 6 2 4 4 6 0 2 6 4 2 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
s = '0 0 2 0 6 2 4 4 2 0 2 4 0 2 0 0 2 2 5 4 3 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9
s = '0 0 2 0 6 2 4 4 6 0 5 4 0 2 0 0 2 2 5 4 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
# FLOPs 322M multi-path 5/10 50x20 # wrong... still 330M
s = '0 0 2 0 6 2 2 2 3 6 3 0 4 6 2 4 2 2 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
s = '0 0 2 2 6 2 1 2 2 6 3 4 4 6 2 4 2 2 5 5 6 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2
s = '0 0 2 0 6 2 2 2 3 6 3 0 4 6 2 4 2 2 5 2 4 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 2 0 6 2 2 2 3 6 3 4 4 6 2 4 2 2 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 2 0 6 2 2 2 2 6 3 4 4 6 2 4 2 2 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5
s = '0 0 2 0 6 2 2 2 1 6 3 4 4 6 2 4 2 2 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 2 0 6 2 2 2 1 6 3 0 4 6 2 4 2 2 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 2 0 6 2 2 2 1 6 3 4 4 6 2 4 2 2 5 2 4 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
s = '0 0 2 2 6 2 2 2 1 6 3 0 4 6 2 4 2 2 5 5 2 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9
s = '0 0 2 2 6 2 2 2 3 6 4 4 4 6 2 4 2 2 5 2 5 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
# SE FLOPs 330M mpath 5/10 50x20
s = '0 0 6 6 12 6 6 10 6 0 5 12 10 10 2 4 4 8 7 10 0 10 11 0' # 1
s = '0 0 6 6 12 6 6 10 6 0 5 12 10 10 2 2 4 8 7 10 0 10 11 0' # 2
s = '0 0 6 6 12 6 6 10 6 0 5 12 10 10 2 4 4 8 7 8 0 10 11 0' # 3
s = '0 0 6 6 12 6 6 10 6 2 5 12 10 10 2 4 4 8 7 10 2 10 11 0' # 4
s = '0 0 6 6 6 12 8 10 6 0 6 8 12 11 2 2 4 8 7 10 2 10 11 0' # 5
s = '0 0 6 6 6 12 6 10 6 0 5 12 10 10 2 4 4 10 7 10 2 10 11 0' # 6
s = '0 0 6 6 12 6 6 10 4 12 6 8 12 11 2 2 4 8 7 10 0 10 11 0' # 7
s = '0 0 6 6 12 6 6 10 6 0 5 12 10 10 2 2 4 8 7 10 2 10 11 0' # 8
s = '0 0 6 6 12 6 6 10 4 12 6 12 10 7 2 4 4 8 7 10 2 10 11 0' # 9
s = '0 0 6 6 12 6 6 10 6 2 5 12 10 10 2 2 4 8 7 10 2 10 11 0' # 10
# FLOPs 322M multi-path 5/10 50x20 0.05
s = '0 0 2 0 6 6 2 1 4 2 3 4 6 0 2 3 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1 319881920
s = '0 0 2 0 6 6 2 1 4 5 3 0 6 4 2 0 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2 321123776
s = '0 0 2 0 6 6 2 1 4 3 3 0 6 4 2 0 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3 308611136
s = '0 0 2 0 6 6 2 1 4 2 3 4 6 4 2 0 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 2 0 6 6 2 0 4 1 3 4 6 0 2 3 0 2 5 4 0 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5 317699264
s = '0 0 2 0 6 6 2 1 4 0 3 4 6 0 2 3 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 2 0 6 6 2 0 4 1 3 4 4 0 2 0 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7 315055616
#s = '0 0 2 0 6 6 2 1 4 4 3 0 6 4 2 0 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
#s = '0 0 2 0 6 6 2 1 4 2 3 4 6 0 2 3 0 2 5 5 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9 320559296
#s = '0 0 2 0 6 6 2 1 4 2 3 4 4 0 2 0 0 2 5 5 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
# FLOPs 330M mpath 5/10 1w+6w 50x20
s = '0 0 4 2 0 6 2 0 2 4 4 6 4 0 2 4 0 3 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
s = '0 0 4 2 0 6 2 0 2 4 5 6 4 0 2 4 0 4 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2
s = '0 0 4 2 6 0 2 0 2 6 4 3 4 0 2 4 0 4 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 4 6 4 0 2 0 2 6 4 3 4 0 2 4 0 4 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 4 2 0 6 2 0 2 6 4 3 4 0 2 4 0 4 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5
s = '0 0 4 2 0 6 2 0 2 4 4 6 4 0 2 4 0 4 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 4 2 4 6 2 0 2 6 4 6 4 0 2 4 0 3 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 4 4 6 0 2 0 2 6 4 3 4 0 2 4 0 4 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
s = '0 0 4 4 0 6 2 0 2 6 4 6 4 0 2 2 4 3 5 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9
s = '0 0 4 2 0 6 2 0 2 6 4 3 4 3 0 4 0 4 5 4 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
# FLOPs cand-350M mpath 5/10 1w+6w 322M 50x20
s = '0 0 4 2 6 6 2 4 2 2 3 2 6 0 2 4 4 4 2 3 2 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1
s = '0 0 4 0 6 6 2 2 2 2 3 2 6 0 2 4 0 3 2 3 2 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2
s = '0 0 4 0 6 0 2 2 2 2 5 2 6 0 2 4 4 4 2 3 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3
s = '0 0 4 0 6 6 2 2 0 4 4 2 6 0 2 4 4 4 2 3 2 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4
s = '0 0 4 2 6 6 2 2 2 2 4 2 6 0 2 4 4 4 2 3 2 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5
s = '0 0 4 2 6 6 2 2 0 2 5 2 6 0 2 4 4 4 2 3 2 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6
s = '0 0 4 0 6 0 2 2 2 2 5 2 6 0 2 4 4 4 2 3 2 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7
s = '0 0 4 2 6 6 2 2 0 2 5 2 6 0 2 4 0 3 2 3 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8
s = '0 0 4 2 6 6 2 2 0 3 5 2 6 0 2 4 4 2 2 3 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9
s = '0 0 4 2 6 6 2 2 0 3 4 2 6 0 2 4 4 4 2 3 2 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10
# FLOPs 322 0p05 sota
s = '0 0 2 0 6 4 2 2 4 6 4 6 0 4 2 4 0 2 5 5 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.7019773210798, 320592224
s = '0 0 2 0 6 4 2 4 0 6 4 6 0 4 2 4 0 2 5 5 0 4 5 0 0 0 0 0' # 54.70919714168627, 319764320
s = '0 0 4 0 6 4 2 2 0 6 4 6 2 4 2 4 0 2 5 5 0 2 5 0 0 0 0 0' # 54.81016252478775, 321194336
# FLOPs 330M - 318-322 0p05 sota - 5000 subnets
s = '0 0 4 6 0 2 2 2 1 4 4 2 6 4 2 0 0 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.75958578927176 320451104
s = '0 0 4 6 0 4 2 2 0 4 4 4 6 4 2 0 0 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.75917216709682 320432288
s = '0 0 4 6 0 4 2 2 0 4 4 2 6 4 2 0 0 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.73450431045221 319303328
s = '0 0 4 6 0 0 2 2 5 0 4 4 6 4 2 0 2 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.73292494793328 321429536
s = '0 0 4 6 0 0 2 2 1 0 4 2 2 0 2 0 2 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.732436199577485 319594976
s = '0 0 4 6 0 2 2 2 1 4 4 4 6 0 2 0 0 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.73168415925941 319698464
s = '0 0 4 6 0 0 2 2 0 0 4 2 5 0 2 0 0 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.7296910188636 321279008
s = '0 0 4 6 0 0 2 2 3 4 4 4 6 4 2 0 0 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.72337380234076 319773728
s = '0 0 4 6 0 2 2 2 1 4 4 4 6 4 2 0 0 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.716905866350444 321580064
s = '0 0 4 6 0 0 2 2 1 0 4 4 2 0 2 0 2 2 5 2 4 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 54.714912881656566 320723936
# greedy 1 + 6W nopool mpath
s = '0 0 0 0 6 0 5 4 6 4 5 4 2 6 2 6 4 0 1 4 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.74304487267319 319806656
s = '0 0 0 0 6 0 5 6 1 2 5 6 2 2 2 6 4 0 1 4 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.73947252546038 321029696
s = '0 0 2 0 6 0 5 4 6 4 5 6 2 2 2 6 4 0 1 0 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.665243187729196 319957184
s = '0 0 2 0 6 0 5 4 6 4 5 4 0 4 2 6 4 0 1 4 0 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.654187805798585 319298624
s = '0 0 0 0 6 0 5 2 6 3 5 4 1 6 2 6 4 0 1 4 0 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.61940461762097 320371136
s = '0 0 0 0 6 0 5 4 6 4 5 6 2 2 2 6 4 0 1 5 0 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.61357607160296 318903488
s = '0 0 2 0 6 0 5 4 6 4 5 4 2 4 2 6 4 0 1 4 0 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.60834907998844 320051264
s = '0 0 0 2 6 0 5 4 6 2 5 6 2 2 2 6 4 0 1 4 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.591577958087534 321236672
s = '0 0 0 0 6 0 5 4 6 4 5 6 2 2 2 6 4 0 1 4 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.581951530612244 318677696
s = '0 0 0 0 6 0 5 6 1 2 5 6 2 2 2 6 4 0 1 4 1 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 50.5689030861368 320126528
# megvii 15w evolution
s = '0 0 4 0 2 6 5 1 6 2 2 4 3 6 2 2 6 2 3 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.567932907415894 320309984
s = '0 0 4 0 0 4 0 4 6 4 4 0 4 6 2 0 6 2 4 4 1 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.5587952282964 321876416
s = '0 0 4 0 0 4 0 4 6 4 4 0 5 6 2 0 6 2 4 4 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.55729114766024 320615744
s = '0 0 4 0 2 6 5 2 6 3 2 3 3 6 0 0 6 2 4 4 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.54608527981505 321998720
s = '0 0 4 0 1 6 5 2 6 6 2 3 6 1 0 2 6 2 4 4 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.51983798280054 318800000
s = '0 0 4 0 1 6 5 2 6 2 2 3 4 6 2 0 6 2 4 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.49923137742646 321556544
s = '0 0 4 0 1 6 5 2 6 0 2 4 3 6 2 2 6 2 4 4 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.46527535574777 321857600
s = '0 0 4 0 0 4 0 2 6 4 4 0 5 6 2 0 6 2 4 4 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.463207167022084 318357824
s = '0 0 4 0 0 4 2 4 6 4 2 4 3 6 2 2 6 2 4 4 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.45922127548529 321782336
s = '0 0 4 0 1 6 5 2 6 2 2 4 3 6 0 0 6 2 4 4 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 60.43372609663983 321707072
# greedynas se 320M-330M
s = '0 0 8 12 12 2 6 1 1 2 10 7 10 12 6 1 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.71954112150231 320968064
s = '0 0 8 12 12 2 6 1 0 2 10 7 6 11 6 4 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.712058086784516 320801024
s = '0 0 2 12 12 2 6 5 2 2 10 7 6 11 6 4 1 1 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.69611428708446 326886944
s = '0 0 8 12 12 2 6 1 1 2 10 7 6 6 6 4 1 5 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.685321963563254 329021888
s = '0 0 8 12 12 2 6 1 1 2 10 7 6 11 6 4 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.659826784717794 329174144
s = '0 0 8 12 12 2 6 1 2 2 10 7 10 6 6 4 1 5 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.65377262660435 321784928
s = '0 0 8 12 12 2 6 5 2 2 10 7 6 11 6 4 1 6 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.64380770313497 322505504
s = '0 0 8 12 12 2 6 5 2 2 10 7 6 6 6 4 1 5 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.61474033277862 323666528
s = '0 0 8 12 12 2 6 11 2 2 10 7 8 12 6 4 1 5 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.60876130084602 320580128
s = '0 0 8 12 12 2 6 1 1 2 10 7 6 11 6 4 1 6 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.600789362070515 327860864
# se greedy sample 330M - 从里面选一些小的
s = '0 0 8 12 12 2 6 12 2 2 10 7 10 12 6 4 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.729092422796754 285413024
s = '0 0 8 12 12 2 6 4 0 6 10 7 6 12 6 4 8 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.611092703683035 286572416
s = '0 0 8 12 12 2 6 12 2 2 10 7 6 12 6 4 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.595976148332866 284284064
s = '0 0 6 12 12 2 6 12 2 2 10 7 6 6 6 2 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.59315584143814 288542048
s = '0 0 8 12 12 2 6 12 2 6 10 7 6 12 6 4 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.539006914411274 285789344
#s = '0 0 2 12 12 2 6 12 2 2 10 7 6 12 6 4 1 5 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.43695107284857 289158560
#s = '0 0 2 12 12 2 6 4 0 6 10 7 6 12 6 4 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.43131045905911 289640576
#s = '0 0 2 12 12 2 6 12 2 2 10 7 8 12 6 4 1 8 6 0 10 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.429317474365234 279364256
#s = '0 0 8 12 12 2 6 3 2 2 10 7 6 12 6 4 6 2 6 0 10 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.38148584171217 287989664
#s = '0 0 8 12 12 2 6 1 2 2 10 7 6 12 6 4 0 2 6 0 10 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.2686378323302 287016224
# 在400M池子的SE下sample 390M，取370-390的
s = '0 0 6 3 4 12 4 12 0 7 6 10 9 4 1 1 6 10 10 8 4 3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.80174239800901 372192800
s = '0 0 6 0 10 4 4 8 11 12 6 10 10 4 1 1 6 10 10 8 4 3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.78662576480787 382697696
s = '0 0 6 0 12 1 4 8 11 12 6 8 10 4 1 1 1 10 10 8 4 3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.74270489751076 376206560
s = '0 0 6 8 12 2 4 8 11 7 6 10 9 4 6 2 1 6 10 0 10 3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.70532701453384 375027296
s = '0 0 6 11 12 2 8 8 4 7 0 8 9 12 6 2 1 6 10 0 10 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.674792932004344 376195520
#s = ' 0 0 6 8 12 5 4 8 11 12 6 10 10 4 1 1 6 10 10 8 4 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.67054390420719 376371872
#s = ' 0 0 6 8 12 6 4 8 11 3 6 7 8 8 1 2 1 8 10 0 4 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.669716504155375 373043936
#s = ' 0 0 6 3 4 12 4 12 11 12 6 7 8 9 1 2 1 8 10 0 4 3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.64771862419284 375050720
#s = ' 0 0 6 0 10 4 4 8 11 12 6 10 8 5 1 2 7 8 10 0 4 4 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.64745533223055 379965920
#s = ' 0 0 6 3 4 12 4 12 0 7 6 10 9 4 1 1 6 10 10 0 10 3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 43.62895436189613 371907104
# 在400M 池子的se下sample 290M，取270-285的
s = '0 0 2 2 6 12 2 6 12 4 11 8 10 12 12 2 6 2 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.351864873146525 283010720
s = '0 0 2 2 6 12 2 4 12 4 11 8 12 12 12 4 6 2 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.337913902438416 274005056
s = '0 0 2 2 6 12 2 6 12 4 11 8 12 12 12 4 6 2 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.326294412418285 274012256
s = '0 0 2 2 6 12 2 4 12 4 11 8 12 12 12 2 6 2 5 12 8 3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.25180193842674 284281472
s = '0 0 2 2 6 12 2 6 12 4 11 8 12 12 12 2 6 2 5 12 6 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.2136720929827 272639072
#s = ' 0 0 2 2 6 12 2 6 12 4 11 8 12 12 12 2 6 2 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.213596888950896 273150560
#s = ' 0 0 6 2 0 12 4 8 12 0 9 8 4 12 12 4 6 2 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.169751147834624 282217856
#s = ' 0 0 2 2 0 12 2 6 12 4 11 8 3 12 12 2 6 2 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.146249031534 284343776
#s = ' 0 0 2 2 6 12 2 4 12 4 11 8 12 12 12 4 2 1 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.10274170856086 284406464
#s = ' 0 0 2 2 0 12 2 6 12 1 11 8 12 12 12 4 6 2 5 12 8 6 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 42.097928572674185 276058592
# retrain相关性 - 旷视7W - 330M - 30个 - 间隔21
s = '0 0 4 0 6 0 3 4 0 6 2 4 1 6 2 4 1 0 5 4 2 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 0 49.66653224400112 319698464
#s = '0 0 2 0 6 0 5 4 6 6 2 2 2 6 2 1 3 4 5 4 2 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 1 49.34242785706812 316151648
#s = '0 0 2 0 6 0 5 4 6 6 2 2 3 6 2 1 5 2 0 4 2 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 2 49.21777226973553 316824320
#s = '0 0 2 0 6 0 5 3 6 6 3 4 2 4 2 1 4 4 0 2 2 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 3 49.15324479706433 320008928
#s = '0 0 2 2 6 0 3 4 6 6 2 0 3 6 2 1 5 4 0 4 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 4 49.0908981634646 327238976
#s = '0 0 4 0 6 0 5 4 6 6 2 4 2 6 2 1 3 4 5 6 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 5 49.05502443897481 317280608
#s = '0 0 4 0 6 0 5 4 6 6 2 2 3 6 2 1 2 2 0 4 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 6 49.00486132563377 314086592
#s = '0 0 4 0 6 0 5 4 6 6 2 2 3 6 2 1 4 4 0 4 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 7 48.96947650520169 316796096
#s = '0 0 4 0 6 1 4 3 0 6 2 2 3 6 6 4 1 2 5 6 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 8 48.90679137560786 326293472
#s = '0 0 2 0 6 0 5 4 6 6 2 2 3 6 2 1 3 4 2 2 2 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 9 48.827485765729634 315017984
#s = '0 0 4 0 6 1 4 4 0 6 2 4 1 6 2 4 1 0 0 6 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 10 48.770441327776226 315958784
#s = '0 0 2 0 6 0 5 4 6 5 3 2 3 6 6 4 1 4 5 6 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 11 48.697114360575775 319552640
#s = '0 0 2 0 6 0 5 4 6 6 2 2 3 6 2 1 5 2 2 2 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 12 48.60908461590203 311631104
#s = '0 0 2 1 6 6 3 6 0 6 3 4 1 6 3 1 5 2 0 4 1 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 13 48.54042076577946 319566752
#s = '0 0 2 0 6 0 5 4 6 6 5 2 1 6 2 6 5 2 1 4 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 14 48.476983595867544 316175168
#s = '0 0 2 0 6 0 5 6 1 6 3 2 5 6 2 4 1 2 5 6 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 15 48.39218778026347 319157504
#s = '0 0 2 0 6 0 5 4 6 6 5 4 1 6 6 4 1 2 5 6 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 16 48.2765193861358 307350464
#s = '0 0 2 1 6 6 3 6 0 6 3 4 1 6 2 1 5 2 0 4 2 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 17 48.10602538439692 299471264
#s = '0 0 2 0 6 6 3 6 1 6 3 4 1 6 2 6 5 2 0 4 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 18 48.010625255351165 287617184
#s = '0 0 2 0 6 0 4 4 6 6 2 2 3 6 2 1 5 2 2 2 2 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 19 47.87668158083546 284206784
#s = '0 0 2 0 6 6 0 4 6 4 5 4 5 6 6 4 1 2 5 6 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 20 47.69016834181182 270386432
#s = '0 0 2 1 6 6 0 4 6 2 5 4 1 6 2 1 5 4 2 2 2 6 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 21 47.53979196353834 312990560
#s = '0 0 5 0 6 0 6 2 6 0 1 2 3 0 6 1 5 4 2 2 2 6 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 22 47.46232877458845 320843104
#s = '0 0 2 0 6 0 6 2 6 0 2 2 3 5 6 4 1 2 5 6 2 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 23 47.30345418501874 295159264
#s = '0 0 2 0 6 1 4 4 0 6 1 2 3 0 6 6 5 2 1 0 2 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 24 47.11062349591936 304923200
#s = '0 0 0 4 6 6 1 6 1 6 3 1 5 2 0 0 5 4 2 2 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 25 46.97502533270388 310845536
#s = '0 0 2 1 6 6 1 6 6 0 1 2 3 6 2 1 5 4 2 2 2 6 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 26 46.76279130273936 311165408
#s = '0 0 6 2 0 6 1 3 0 2 1 3 6 1 1 1 5 2 0 4 2 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 27 46.173619795818716 329677216
#s = '0 0 2 1 6 6 1 6 6 0 1 2 3 6 2 1 5 5 4 6 0 6 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 28 45.54485196483378 314016032
#s = '0 0 0 4 6 6 1 6 1 6 3 1 5 6 2 0 5 5 2 2 2 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0' # 29 44.05816050938198 304354016
n = 1
subnet = [int(i) for i in s.replace(' ', ' ').split(' ')]
res_subnet = []
for idx, ops in zip(subnet, supernet):
res_subnet.append(ops[idx])
print('\ngenerate result:')
print(f'subnet: {subnet}\n')
res = []
for idx, op in enumerate(res_subnet):
print(f' layer{idx}: {op}')
res.append(f' layer{idx}: {op}')
ori_yaml = 'config/retrain/greedynas_se_330/config1.yaml'
new_yaml = 'config/retrain/megvii_7w_correlation/config{}.yaml'.format(n)
start_l, end_l = 5, 28
data = open(ori_yaml, 'r').read().split('\n')
data = data[:start_l] + res + data[end_l+1:]
open(new_yaml, 'w').write('\n'.join(data))