Type | Patchsize/Stride | Outputsize | Depth | #1 × 1 | #3 × 3 reduce | #3 × 3 | #5 × 5 reduce | #5 × 5 | Poolproj | Params |
Input |
| 224 × 224 × 3 |
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Convolution | 7 × 7/2 | 112 × 112 × 64 | 1 |
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| 2.7 K |
Max pool | 3 × 3/2 | 56 × 56 × 64 | 0 |
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Convolution | 3 × 3/1 | 56 × 56 × 192 | 2 |
| 64 | 192 |
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| 112 K |
Max pool | 3 × 3/2 | 28 × 28 × 192 | 0 |
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Inception (3a) |
| 28 × 28 × 256 | 2 | 64 | 96 | 128 | 16 | 32 | 32 | 159 K |
Inception (3b) |
| 28 × 28 × 480 | 2 | 128 | 128 | 192 | 32 | 96 | 64 | 380 K |
Max pool | 3 × 3/2 | 14 × 14 × 480 | 0 |
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Inception (4a) |
| 14 × 14 × 512 | 2 | 192 | 96 | 208 | 16 | 48 | 64 | 364 K |
Inception (4b) |
| 14 × 14 × 512 | 2 | 160 | 112 | 224 | 24 | 64 | 64 | 437 K |
Inception (4c) |
| 14 × 14 × 512 | 2 | 128 | 128 | 256 | 24 | 64 | 64 | 463 K |
Inception (4d) |
| 14 × 14 × 528 | 2 | 112 | 114 | 288 | 32 | 64 | 64 | 580 K |
Inception (4e) |
| 14 × 14 × 832 | 2 | 256 | 160 | 320 | 32 | 128 | 128 | 840 K |
Max pool | 3 × 3/2 | 7 × 7 × 832 | 0 |
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Inception (5a) |
| 7 × 7 × 832 | 2 | 256 | 160 | 320 | 32 | 128 | 128 | 1072 K |
Inception (5a) |
| 7 × 7 × 1024 | 2 | 384 | 192 | 384 | 48 | 128 | 128 | 1388 K |
Avg pool | 7 × 7/1 | 1 × 1 × 1024 | 0 |
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Dropout (40%) |
| 1 × 1 × 1024 | 0 |
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Linear |
| 1 × 1 × 1000 | 1 |
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| 1000 K |
Softmax |
| 1 × 1 × 1000 | 0 |
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