Q4. A network has the following layers. Complete the table by calculating the size of each layer and number of parameters in cach layer. The input to this network is a set of images 227x227x3 images.

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Q4. A network has the following layers. Complete the table by calculating the size of each layer and number of
parameters in cach layer. The input to this network is a set of images 227x227x3 images.
Layer size
No, of parameters
Layer
CONV 96 11x11 filters at stride 4
MAX POOL 3x3 filter at stride 2
CONV 256 5x5 filters at stride 1, padding 2
MAX POOL 3x3 filters at stride 2
CONV 256 3x3 filters at stride 1, padding 1
MAX POOL 3x3 filters at stride 2
FC 4096 neurons
FC 10 neurons
Bies
TOTAL number of parameters
Transcribed Image Text:Q4. A network has the following layers. Complete the table by calculating the size of each layer and number of parameters in cach layer. The input to this network is a set of images 227x227x3 images. Layer size No, of parameters Layer CONV 96 11x11 filters at stride 4 MAX POOL 3x3 filter at stride 2 CONV 256 5x5 filters at stride 1, padding 2 MAX POOL 3x3 filters at stride 2 CONV 256 3x3 filters at stride 1, padding 1 MAX POOL 3x3 filters at stride 2 FC 4096 neurons FC 10 neurons Bies TOTAL number of parameters
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