$465,3/5$p$23/$Final

$10$: $1931525042$

We have the following CNN blocks:

A$.256$ fitters of dimension $55$

B$.$ MAX POOL $22$ with stride $=2,$

C$.256$ filters of dimension $55$

D$.$ MAx$\frac{P}{O}OL22$ with stride $=2,$

Input image size $=224$:$2243.$

Find:

Q$1.$ The number of parameters for this network?

$10$

Q$2.$ The number of multiplications for one forward pass? $10$

Q$3.$ The number of parameters if we use dropout $=0\mathrm{.}3?5$

Q$4.$ The number of operations if we use dropout $=0\mathrm{.}4?5$

$[$dropout $=0.p$ means $p\%$ of the neurons are deactivated randomly at each iteration$]$