117 lines
3 KiB
Python
117 lines
3 KiB
Python
|
def find_unet_v2():
|
||
|
|
avg_pool=4
|
||
|
|
print_mod = False
|
||
|
|
check_mod = True
|
||
|
|
print("cascade")
|
||
|
|
|
||
|
|
for i in range(76, 512):
|
||
|
|
print("-- {}".format(i))
|
||
|
|
print_buf = []
|
||
|
|
s = i
|
||
|
|
# unet 1
|
||
|
|
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_mod: print(s, s % 2, s % 4, s % 6, s % 8)
|
||
|
|
if check_mod and s % avg_pool != 0:
|
||
|
|
continue
|
||
|
|
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
|
||
|
|
if print_mod: print(s, s % 2, s % 4, s % 6, s % 8)
|
||
|
|
if check_mod and s % avg_pool != 0:
|
||
|
|
continue
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_mod: print(s, s % 2, s % 4, s % 6, s % 8)
|
||
|
|
if check_mod and s % avg_pool != 0:
|
||
|
|
continue
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
|
||
|
|
# deconv
|
||
|
|
s = s
|
||
|
|
s = s * 2 - 4
|
||
|
|
|
||
|
|
# unet 2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_mod: print(s, s % 2, s % 4, s % 6, s % 8)
|
||
|
|
if check_mod and s % avg_pool != 0:
|
||
|
|
continue
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_mod: print(s, s % 2, s % 4, s % 6, s % 8)
|
||
|
|
if check_mod and s % avg_pool != 0:
|
||
|
|
continue
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_mod: print(s, s % 2, s % 4, s % 6, s % 8)
|
||
|
|
if check_mod and s % avg_pool != 0:
|
||
|
|
continue
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
s = s - 2 # conv3x3 last
|
||
|
|
#if s % avg_pool != 0:
|
||
|
|
# continue
|
||
|
|
print("ok", i, s)
|
||
|
|
|
||
|
|
def find_unet():
|
||
|
|
check_mod = True
|
||
|
|
print_size = False
|
||
|
|
print("cascade")
|
||
|
|
|
||
|
|
for i in range(76, 512):
|
||
|
|
print_buf = []
|
||
|
|
s = i
|
||
|
|
# unet 1
|
||
|
|
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_size: print("1/2", s)
|
||
|
|
if check_mod and s % 2 != 0:
|
||
|
|
continue
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_size: print("1/2",s)
|
||
|
|
if check_mod and s % 2 != 0:
|
||
|
|
continue
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
if print_size: print("2x",s)
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
if print_size: print("2x",s)
|
||
|
|
|
||
|
|
# deconv
|
||
|
|
s = s - 2
|
||
|
|
s = s * 2 - 4
|
||
|
|
|
||
|
|
# unet 2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_size: print("1/2",s)
|
||
|
|
if check_mod and s % 2 != 0:
|
||
|
|
continue
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
if print_size: print("1/2",s)
|
||
|
|
if check_mod and s % 2 != 0:
|
||
|
|
continue
|
||
|
|
s = s / 2 # down2x2
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
if print_size: print("2x",s)
|
||
|
|
s = s - 4 # conv3x3x2
|
||
|
|
s = s * 2 # up2x2
|
||
|
|
if print_size: print("2x",s)
|
||
|
|
s = s - 2 # conv3x3
|
||
|
|
s = s - 2 # conv3x3 last
|
||
|
|
#if s % avg_pool != 0:
|
||
|
|
# continue
|
||
|
|
print("ok", i, s)
|
||
|
|
|
||
|
|
find_unet()
|
||
|
|
|