Question: Consider a Multi - head Transformer Algorithm as shown in the figure below. The algorithm consists of one encoder and one decoder ( similar to

Consider a Multi

-

head Transformer Algorithm as shown in the figure below. The algorithm consists of one encoder and one decoder

(

similar to the one discussed in the class

) .

Assume

8

attention heads, embedding size of

256 .

Assume

16 -

bit floating point numbers for inputs, outputs and all intermediate operations. Also notice that some of the blocks have been skipped.

.

Implement the transformer algorithm.

(15)

.

Comment on the total number of bits to be communicated between two consecutive computing blocks with increasing embedding size. Provide proper explanations and visuals.

(15)

Consider a Multi-head Transformer Algorithm as shown in the figure below.

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