inception_W_shapes.py

# Inception Layers Weight Shapes

inceptNet3a_W = {
    'w1x1'    : [1, 1, 192, 64],
    'w3x3red' : [1, 1, 192, 96],
    'w3x3'    : [3, 3, 96, 128],
    'w5x5red' : [1, 1, 192, 16],
    'w5x5'    : [5, 5,  16, 32],
    'w3x3redp': [1, 1, 192, 64],
    'w3x3p'   : [3, 3,  64, 64]
}

inceptNet3b_W = {
    'w1x1'    : [1, 1, 288, 128],
    'w3x3red' : [1, 1, 288, 128],
    'w3x3'    : [3, 3, 128, 192],
    'w5x5red' : [1, 1, 288,  32],
    'w5x5'    : [5, 5,  32,  96],
    'w3x3redp': [1, 1, 288,  64], 
    'w3x3p'   : [3, 3,  64,  64]
}

inceptNet3_W = {
    'w1x1'    : [1, 1, 480, 192],
    'w3x3red' : [1, 1, 480,  96],
    'w3x3'    : [3, 3,  96, 208],
    'w5x5red' : [1, 1, 480,  16],
    'w5x5'    : [5, 5,  16,  48],
    'w3x3redp': [1, 1, 480,  48],
    'w3x3p'   : [3, 3,  48,  64]
}

inceptNet4_W = {
    'w1x1'    : [1, 1, 512, 160],
    'w3x3red' : [1, 1, 512, 112],
    'w3x3'    : [3, 3, 112, 224],
    'w5x5red' : [1, 1, 512,  24],
    'w5x5'    : [5, 5,  24,  64],
    'w3x3redp': [1, 1, 512,  48],
    'w3x3p'   : [3, 3,  48,  64]
}

inceptNet5_W = {
    'w1x1'    : [1, 1, 512, 128],
    'w3x3red' : [1, 1, 512, 128],
    'w3x3'    : [3, 3, 128, 256],
    'w5x5red' : [1, 1, 512,  24],
    'w5x5'    : [5, 5,  24,  64],
    'w3x3redp': [1, 1, 512,  64],
    'w3x3p'   : [3, 3,  64,  64]
}

inceptNet6_W = {
    'w1x1'    : [1, 1, 512, 112],
    'w3x3red' : [1, 1, 512, 144],
    'w3x3'    : [3, 3, 144, 288],
    'w5x5red' : [1, 1, 512,  32],
    'w5x5'    : [5, 5,  32,  64],
    'w3x3redp': [1, 1, 512,  48],
    'w3x3p'   : [3, 3,  48,  64]
}

inceptNet7_W = {
    'w1x1'    : [1, 1, 528, 256],
    'w3x3red' : [1, 1, 528, 160],
    'w3x3'    : [3, 3, 160, 320],
    'w5x5red' : [1, 1, 528,  32],
    'w5x5'    : [5, 5,  32, 128],
    'w3x3redp': [1, 1, 528,  48],
    'w3x3p'   : [3, 3,  48, 128]
}

inceptNet8_W = {
    'w1x1'    : [1, 1, 832, 256],
    'w3x3red' : [1, 1, 832, 160],
    'w3x3'    : [3, 3, 160, 320],
    'w5x5red' : [1, 1, 832,  32],
    'w5x5'    : [5, 5,  32, 128],
    'w3x3redp': [1, 1, 832,  48],
    'w3x3p'   : [3, 3,  48, 128]
}

inceptNet9_W = {
    'w1x1'    : [1, 1, 832, 320],
    'w3x3red' : [1, 1, 832, 192],
    'w3x3'    : [3, 3, 192, 320],
    'w5x5red' : [1, 1, 832,  48],
    'w5x5'    : [5, 5,  48, 128],
    'w3x3redp': [1, 1, 832,  32],
    'w3x3p'   : [3, 3,  32, 256]
}