text. Please write answers in your own words!) Many of the campaigns are using
Machine Learning, which of course benefits from GPUs. (Please limit your
answer for each part to less than 50 words. Be concise!) Because the campaign
has limited budget, they are only looking at single GPU VM instances, i.e., only
those that have one (and only one) GPU inside them (but arbitrary amount of
memory and CPUs).
a. They want to find the single GPU VM type across all 3 major cloud
providers (AWS, Azure, Google Cloud) that has the highest available
2
memory. Can you find it for them? (Note this refers to single GPU, not
cloud instance).
b. Repeat the previous question but find instead the lowest available
memory.
c. What is the difference between a GPU and a "TPU" (among cloud
offerings)?
Fig: 1