Type | Size-in | Size-out | Kernel (stride) |
Conv | 224 × 224 × 3 | 112 × 112 × 64 | 7 × 7 × 3 (2) |
Max pool | 112 × 112 × 64 | 56 × 56 × 64 | 3 × 3 × 64 (2) |
Inception (2) | 56 × 56 × 64 | 56 × 56 × 192 | 3 × 3 × 192 (1) |
Max pool | 56 × 56 × 192 | 28 × 28 × 192 | 3 × 3 × 192 (2) |
Inception (3a) | 28 × 28 × 192 | 28 × 28 × 256 | 1 × 1 × 64 (1), 3 × 3 × 128 (1), 5 × 5 × 32 (1), 1 × 1 × 32(1) |
Inception (3b) | 28 × 28 × 256 | 28 × 28 × 320 | 1 × 1 × 64 (1), 3 × 3 × 128 (1), 5 × 5 × 64 (1), 1 × 1 × 64(1) |
Inception (3c) | 28 × 28 × 320 | 14 × 14 × 640 | 3 × 3 × 256 (2), 5 × 5 × 64 (2) |
Inception (4a) | 14 × 14 × 640 | 14 × 14 × 640 | 1 × 1 × 256 (1), 3 × 3 × 192 (1), 5 × 5 × 64 (1), 1 × 1 × 128(1) |
Inception (4b) | 14 × 14 × 640 | 14 × 14 × 640 | 1 × 1 × 224 (1), 3 × 3 × 224 (1), 5 × 5 × 64 (1), 1 × 1 × 128(1) |
Inception (4c) | 14 × 14 × 640 | 14 × 14 × 640 | 1 × 1 × 192 (1), 3 × 3 × 256 (1), 5 × 5 × 64 (1), 1 × 1 × 128(1) |
Inception (4d) | 14 × 14 × 640 | 14 × 14 × 640 | 1 × 1 × 160 (1), 3 × 3 × 288 (1), 5 × 5 × 64 (1), 1 × 1 × 128(1) |
Inception (4e) | 14 × 14 × 640 | 7 × 7 × 1024 | 3 × 3 × 256 (2), 5 × 5 × 128 (2) |
Inception (5a) | 7 × 7 × 1024 | 7 × 7 × 1024 | 1 × 1 × 384 (1), 3 × 3 × 384 (1), 5 × 5 × 128 (1), 1 × 1 × 128(1) |
Inception (5b) | 7 × 7 × 1024 | 7 × 7 × 1024 | 1 × 1 × 384 (1), 3 × 3 × 384 (1), 5 × 5 × 128 (1), 1 × 1 × 128(1) |
Avg Pool | 7 × 7 × 1024 | 1 × 1 × 1024 | 7 × 7 × 3 (1) |
FC | 1 × 1 × 1024 | 1 × 1 × 128 | 1024 × 128 (1) |