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Receptive Field calculation
gkdivya edited this page Jun 1, 2021
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3 revisions
nout = (nin + 2*p - k)/s + 1 jout = jin * s rout = rin + (k-1) * jin
| Operation | nin | Channels | Output_Channels | padding | kernel | stride | nout | jin | jout | rin | rout | Activation_Size | Params# |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Convolution | 28 | 1 | 8 | 0 | 3 | 1 | 26 | 1 | 1 | 1 | 3 | 784 | 72 |
| Convolution | 26 | 8 | 16 | 0 | 3 | 1 | 24 | 1 | 1 | 3 | 5 | 5408 | 1152 |
| Max-Pooling | 24 | 16 | 16 | 0 | 2 | 2 | 12 | 1 | 2 | 5 | 6 | 9216 | 0 |
| Convolution | 12 | 16 | 8 | 0 | 1 | 1 | 12 | 2 | 2 | 6 | 12 | 2304 | 128 |
| Convolution | 12 | 8 | 10 | 0 | 3 | 1 | 10 | 2 | 2 | 12 | 28 | 1152 | 720 |
| Convolution | 10 | 10 | 16 | 0 | 3 | 1 | 8 | 2 | 2 | 28 | 60 | 1000 | 1440 |
| Convolution | 8 | 16 | 16 | 0 | 3 | 1 | 6 | 2 | 2 | 60 | 124 | 1024 | 2304 |
| Convolution | 6 | 16 | 16 | 0 | 3 | 1 | 4 | 2 | 2 | 124 | 252 | 576 | 2304 |