Table 2 Parameters in Gear-PCNet

Com1_Conv1(+ BN1)

N × 3

1

1

N × 64

256 (+ 256)

Com1_Conv2(+ BN2)

N × 3

2

1

N × 64

448 (+ 256)

Com1_Conv3(+ BN3)

N × 3

3

1

N × 64

640 (+ 256)

Com1_Conv4(+ BN1)

N × 195

1

1

N × 64

12544 (+ 256)

Com2_Conv1(+ BN1)

N × 64

1

1

N × 128

8320 (+ 512)

Com2_Conv2(+ BN2)

N × 64

2

1

N × 128

16512 (+ 512)

Com2_Conv3(+ BN3)

N × 64

3

1

N × 128

24704 (+ 512)

Com2_Conv4(+ BN1)

N × 448

1

1

N × 128

57472 (+ 512)

Dense1

N × 579

-

-

N × 128

74240

Dense2

N × 128

-

-

N × 64

8256

Dense3

N × 64

-

-

N × 5

325

Total (trainable + non-trainable)

205253 + 1536