Layer (1-11)

Volume

Parameters

Layer (12-22)

Volume

Parameters

INPUT

224 × 224 × 3

0

CONV3-512

28 × 28 × 512

(3 * 3 * 256) * 512 = 1,179,648

CONV3-64

224 × 224 × 64

(3 * 3 * 3) * 64 = 1,728

CONV3-512

28 × 28 × 512

(3 * 3 * 512) * 512 = 2,359,296

CONV3-64

224 × 224 × 64

(3 * 3 * 64) * 64 = 36,864

CONV3-512

28 × 28 × 512

(3 * 3 * 512) * 512 = 2,359,296

POOL2

112 × 112 × 64

0

POOL2

14 × 14 × 512

0

CONV3-128

112 × 112 × 128

(3 * 3 * 64) * 128 = 73,728

CONV3-512

14 × 14 × 512

(3 * 3 * 512) * 512 = 2,359,296

CONV3-128

112 × 112 × 128

(3 * 3 * 128) * 128 = 147,456

CONV3-512

14 × 14 × 512

(3 * 3 * 512) * 512 = 2,359,296

POOL2

56 × 56 × 128

0

CONV3-512

14 × 14 × 512

(3 * 3 * 512) * 512 = 2,359,296

CONV3-256

56 × 56 × 256

(3 * 3 * 128) * 256 = 294,912

POOL2

7 × 7 × 512

0

CONV3-256

56 × 56 × 256

(3 * 3 * 256) * 256 = 589,824

FC-1

1 × 1 × 4096

7 * 7 * 512 * 4096 = 102,760,448

CONV3-256

56 × 56 × 256

(3 * 3 * 256) * 256 = 589,824

FC-2

1 × 1 × 4096

4096 * 4096 = 16,777,216

POOL2

28 × 28 × 256

0

FC-3

1 × 1 × 2622

4096 * 2622 = 10,739,712