# Codeblock 11
HS = nn.Hardswish()
RE = nn.ReLU6()

BOTTLENECKS = [[16,  16,  3, 16,  False, RE, 1, 1], 
               [16,  24,  3, 64,  False, RE, 2, 1], 
               [24,  24,  3, 72,  False, RE, 1, 1], 
               [24,  40,  5, 72,  True,  RE, 2, 2], 
               [40,  40,  5, 120, True,  RE, 1, 2], 
               [40,  40,  5, 120, True,  RE, 1, 2], 
               [40,  80,  3, 240, False, HS, 2, 1], 
               [80,  80,  3, 200, False, HS, 1, 1], 
               [80,  80,  3, 184, False, HS, 1, 1], 
               [80,  80,  3, 184, False, HS, 1, 1], 
               [80,  112, 3, 480, True,  HS, 1, 1], 
               [112, 112, 3, 672, True,  HS, 1, 1], 
               [112, 160, 5, 672, True,  HS, 2, 2], 
               [160, 160, 5, 960, True,  HS, 1, 2], 
               [160, 160, 5, 960, True,  HS, 1, 2]]