$465\mathrm{.}3/$Sp$23/$Final

Name: Minhej uazin

$10$: $1931525042$

We have the following CNN blocks:

A$.256$ filters of dimension $55$

B$.$ MAx$\frac{P}{O}OL22$ 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$2.$ The number of parameters for this network?

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

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

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

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