In this course, you will learn to design the computer architecture of complex modern microprocessors.

Loading...

From the course by Princeton University

Computer Architecture

232 ratings

In this course, you will learn to design the computer architecture of complex modern microprocessors.

From the lesson

Multithreading

This lecture covers different types of multithreading.

- David WentzlaffAssistant Professor

Electrical Engineering

. Okay.

So now we're going to move off of vectors and talk about sort of a near cousin of

vectors, or how you can deal, or have vector

computing, in your desktop today. So this is actually a lot of this was

done actually by Ruby Reith here at Princeton she added a lot of multimedia

extensions to the HPPA risk architecture. there's a couple of other people involved

in this, but the, she was actually pretty influential in, in dealing, to do this.

The, the idea here is that if you have a wide register, so if you're doing let's

say 64 bit additions, and you don't want to have to do 64 bit

additions, or don't actually have 64 bit data laying around, you could cut it in

half and do two 32 bit operations at the same time,

or you can use that same ALU and try and do four sixteen bits,

or eight 8-bit operations. So, this is called SIMDy, or Single

Instruction, Multiple Data, so you have, or short SIMDy instructions here, because

typically the, the vector length is pretty short,

or multimedia extensions. and you have an instruction which says, I

want to do two 32-bit ads, we'll say, at the same time.

This is was popularized in x86 at least by, MMX was the first, first

implementation of this. And it's, it's sort of gone on from there

to SSE, SSE3, SSE4 SSE4, and now Intel AVX.

And the differenances between mmx and all the different SSE's largely has to do

with the length of the register and how many instructions they had.

so in AVX we've gone to 256 bit registers, wider registers, and it's

extensible to I think 1,000 bit or, or 1024 bits.

One thing I do want to point out about this which is interesting is this

requires changes to your data path. If you have an adder, and you have a 32

bit add, and now you wanted to do eight, eight bit ads, you need to cut the carry

chain in seven places. Now, that's if you have a basic adder.

I guess it gets a little more complicated if you have something like a

propagate, or, a, carry look ahead adder, or something like that,

because you may not have a simple place to go sniff the, the carry chains.

There is still some place to cut it, but you might, your original design, you

might have propagated across, where now, you need to cut the boundary.

So, this is, this is definitely a, a challenge.

Also, for things like multiplies, if you want to do eight, eight bit multiplies.

the, the, the structure looks a little bit different there.

But the, some of these, the big insight here, is, you had that logic anyway.

You're just effectively adding muxes on the carry chains to the, the the data

path. And some operations you don't even need

to add. Obviously if you're operating on

something like eight, eight bit values, you want to do the logical or of them.

You don't need to add a special instruction for that.

From a implementation perspective, this is what I was trying to get at here. You

can, you've independent ad's going on, and they all happen in parallel So why,

why do we like multimedia extensions, or these vector instructions or short vector

instructions? And let's compare them to our big vector

machines. So, one of the major differences is that

you can't control the vector length. The vector length is the way the length

of the, the native data word or the length of the instruction set.

so, or the length, the length of the native data type for your instruction

set. And,

strided, scatter-gather, these other operations are hard to do,

because typically you just have a single load in store.

And you use the processor's load and storing instructions.

Because the processor doesn't care. It's just like the same way that unary

operations or logical operations don't need special instructions to do short

vector, or single instruction multiple data operations.

You don't need special instructions for SIM D data to be able to do loads and

stores. You just load the data.

And store the data. this is actually starting to change a

little bit. Some of the new versions of SSE actually

do have some, scatter-gather modifications.

It's a, it's a little bit harder if you think about it because you can't hold a

full address if you will, in a vector. So it's not like you can actually do sort

of index of addressing, index of addresses because you can't

necessarily hold the full address in there.

But, in essence, they've sort of come up with some way to do, scatter and gather

operations. Couple things about having the vector

register length being limited, is that you can't do as much work in one

operation. So, you can't necessarily do a 64

operations in one instruction, like we did with our vector length of 64.

So that's just, that just is a, is a problem.

And, and unfortunately, what happens here is you end up having to do more

operations and issue more instructions. And you're effectively increasing the

bandwidth out of your fetch, unit. So it's not, it's not, not as, not as

good. and finally, I just wanted to say we're,

that processors are starting to move, that these multimedia extensions are

starting to move a little bit towards vector processors. as they add more rich

instruction sets. So, as we get to SSC4 for instance, or

SSC4.2, there's more instructions in there and X 86 that can do fancier

things. And the vector length is even getting,

getting longer, up to 124 bits. Or excuse me 1024 bits.

Coursera provides universal access to the world’s best education,
partnering with top universities and organizations to offer courses online.