Building a Deep Learning PC

lots and lots of code. Or if you're planning on buying a new machine, just buy the one that you


Building a Deep Learning PC

can afford and write lots and lots of code. Now the reason why I decided to build a deep learning PC


Building a Deep Learning PC

is because I've been in the game for almost three years now, probably yeah let's say three years,


Building a Deep Learning PC

and I kept running into that issue with no GPUs being available on Google Cloud. Of course I could


Building a Deep Learning PC

have used AWS or a Xero or something like that but I'm like no you know what, I'm gonna have some fun,


Building a Deep Learning PC

I want to build one of these things. I never built a computer before and I wanted to build one so


Building a Deep Learning PC

that's two of the reasons, partly for fun, probably the number one reason to do anything, and two


Building a Deep Learning PC

because I just wanted to have a local powerful GPU that I could run. And so that's what this video is,


Building a Deep Learning PC

just documenting building the actual thing. I've put together a blog post which actually details


Building a Deep Learning PC

this in many different steps, this is not a guide to building your own deep learning PC,


Building a Deep Learning PC

the blog post is probably better for that because it goes through different things like what hardware


Building a Deep Learning PC

you'll need or better so because this is not, I'm not an expert at this, I'm still learning this,


Building a Deep Learning PC

right, this is the first time I've built a PC. It goes through what software you'll need,


Building a Deep Learning PC

what hardware you need, well you need the hardware first, so it goes through hardware, particularly


Building a Deep Learning PC

some great articles by Jeff Chan and Tim Detmers, they're all in the in the blog post, as well as


Building a Deep Learning PC

how to install software aka installing Ubuntu, I'm running Ubuntu on my deep learning PC,


Building a Deep Learning PC

it's down on the floor you can't really see it, and then how did I get the Nvidia drivers such


Building a Deep Learning PC

as CUDA and CU-DNN installed on the Titan RTX by the way, spoiler, that's what's coming up,


Building a Deep Learning PC

Nvidia was so kind, check out, check out this bad boy, so thank you to Nvidia who are currently,


Building a Deep Learning PC

you know what, it kind of saddens me that I'm showing you this now because if you've been


Building a Deep Learning PC

paying attention to the internet, although this is amazing amazing GPU, Titan RTX, look at that,


Building a Deep Learning PC

it's not in there, but very nice box built by Nvidia, they sent me this GPU and then


Building a Deep Learning PC

on September 1st, my birthday, they're going to announce some incredible new GPUs, the 30 series,


Building a Deep Learning PC

so the 3080, 3090, so make sure you take whatever you see in the article with a grain of salt


Building a Deep Learning PC

because the hardware, because the hardware Nvidia just released is so new, all the articles and


Building a Deep Learning PC

resources that I've listed don't, haven't listed the 30 series yet, and so basically they're just


Building a Deep Learning PC

complete game changers in the world of GPU hardware, the Titan RTX is amazing, but if I was


Building a Deep Learning PC

going to build my own PC, if I didn't have a Titan RTX, I would probably look into something like a


Building a Deep Learning PC

3080 which doesn't come out for a couple of weeks as of recording this video, or a 3090, so yeah,


Building a Deep Learning PC

a big shout out to Nvidia, thank you for the GPU, if you're going to be running AI computing or deep


Building a Deep Learning PC

learning, you're gonna want a Nvidia GPU, big shout out to my friend Michael who you'll see in the


Building a Deep Learning PC

video, he helped out to build it, and a big shout out to all the amazing people who have


Building a Deep Learning PC

done the hard work, hardware, hard work, I was getting that confused with hardware, the hard work


Building a Deep Learning PC

of putting together resources to help people like me build computers, build deep learning machines,


Building a Deep Learning PC

I've just put them together in my own blog post, all the helpful resources that I've used,


Building a Deep Learning PC

and so yeah, I've got a little checklist here, have I got everything done?


Building a Deep Learning PC

Oh yeah, check the description, all the links that you need will be below, but nonetheless,


Building a Deep Learning PC

enjoy this like little documentation of a bit of fun putting together a computer from scratch,


Building a Deep Learning PC

and getting it running, and getting, actually I'm not going to spoil the rest of the video, enjoy.


Building a Deep Learning PC

So, we have a bunch of boxes here, I finally decided, well actually, I've been very lucky,


Building a Deep Learning PC

so one of the pain in the arse is about running deep learning models on a Mac, is that you can't


Building a Deep Learning PC

basically, because it doesn't have a Nvidia card, so this box is from Nvidia, thank you so much,


Building a Deep Learning PC

apparently it has a big dog GPU in it, and I hope that's true because I haven't actually


Building a Deep Learning PC

opened it yet, I've got my friend Michael here, who is a... There's no clock, these will definitely


Building a Deep Learning PC

go wrong, apparently Michael has built some computers in the past, I've never built a


Building a Deep Learning PC

computer, I did work at Apple as a genius, but Apple computers are very different to all of this


Building a Deep Learning PC

stuff, like it was actually a really fun process looking up what a computer takes, so hopefully


Building a Deep Learning PC

I've got the right things, like this is a motherboard, this is a RAM, this is a CPU, see,


Building a Deep Learning PC

and here's a keyboard, and there's probably an address on some of these boxes, so you might


Building a Deep Learning PC

have to blur that out, you might need an extra one of these when we get frustrated.


Building a Deep Learning PC

So yeah, I think this video is going to be basically some form of, there's a time lapse


Building a Deep Learning PC

of building this PC, hopefully it works, and then I'll include at some point the resources that I


Building a Deep Learning PC

use that you can check out if you want to build your own deep learning PC, so Michael's going


Building a Deep Learning PC

to help me with the hardware, and then the four days of debugging is on me, right? Yeah, that's


Building a Deep Learning PC

right, yeah. Alright, let's get this big boy open. Yeah, there we go. It is well packaged,


Building a Deep Learning PC

it had to come all the way, I believe it came from, where's it got, Singapore, probably made


Building a Deep Learning PC

in China, right? Yeah, a lot of shipping is, that's a very important point if you're building


Building a Deep Learning PC

anything or unboxing anything. Alright, there we go, this is not going to be one of those like real


Building a Deep Learning PC

neat unboxing videos, this is going to be a hacker style unboxing video. Boom.


Building a Deep Learning PC

Titan RTX, built by Nvidia, this is, I'm not going to lie, I'm actually, this is a premium quality


Building a Deep Learning PC

box. Very nice. We've got some tape here.


Building a Deep Learning PC

Boom. You ready? Has it got that seven second delay?


Building a Deep Learning PC

That looks pretty cool. What do you reckon? Should I just get a necklace? You just got to leave it


Building a Deep Learning PC

on the wall. I need a necklace? And I've got a GPU, dog. Okay, so that's a very shiny part.


Building a Deep Learning PC

Alright, that was the main thing, I think. I think that's it, I think that's it.


Building a Deep Learning PC

Unboxing a motherboard and fan probably isn't as exciting as this, but yeah, this is a Titan RTX.


Building a Deep Learning PC

Now the reason why you need Nvidia GPUs is because basically all of the deep learning libraries


Building a Deep Learning PC

require CUDA, is that correct? Am I saying the right things? Pretty much, yeah. All the useful ones.


Building a Deep Learning PC

Yeah, all the useful deep learning libraries require CUDA and Nvidia basically have a


Building a Deep Learning PC

monopoly over the GPUs. So, if you're going to get a GPU, you're going to need a CPU,


Building a Deep Learning PC

you're going to need a GPU, and a GPU, and a GPU, and a GPU, and a GPU. So that's why you need


Building a Deep Learning PC

all of the GPUs. So, you need a GPU, get a GPU, get a GPU, get a GPU, and a GPU.


Building a Deep Learning PC

So, now we've got the CPU and the GPU libraries, require CUDA, and Nvidia basically have a monopoly


Building a Deep Learning PC

over that. So, they're the AI chip. Yeah, until someone who's AMD or Intel, what are you doing?


Building a Deep Learning PC

So we'll start with motherboard, RAM, CPU.


Building a Deep Learning PC

Put them together?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Pull that out.


Building a Deep Learning PC

Now I remember at Apple, we had to not touch parts.


Building a Deep Learning PC

Is that a thing?


Building a Deep Learning PC

It is.


Building a Deep Learning PC

You have to stay grounded.


Building a Deep Learning PC

Yeah, we should really align our chakras,


Building a Deep Learning PC

stay grounded with the universe and then get going.


Building a Deep Learning PC

This is the motherboard.


Building a Deep Learning PC

Very novice here.


Building a Deep Learning PC

Man, this thing's big.


Building a Deep Learning PC

Look at that.


Building a Deep Learning PC

Like that's too big.


Building a Deep Learning PC

It's a big card.


Building a Deep Learning PC

I've never held a computer part like this.


Building a Deep Learning PC

This is really cool.


Building a Deep Learning PC

And how does that go back in there?


Building a Deep Learning PC

I can just see this.


Building a Deep Learning PC

You can see it?


Building a Deep Learning PC

Whoop.


Building a Deep Learning PC

Okay.


Building a Deep Learning PC

All right, no, no, no, keep that


Building a Deep Learning PC

because we'll put the board on it.


Building a Deep Learning PC

It's a little bit softer than the table.


Building a Deep Learning PC

All right, so go and touch something metal over there.


Building a Deep Learning PC

Something that touches the ground.


Building a Deep Learning PC

Go and touch your...


Building a Deep Learning PC

What?


Building a Deep Learning PC

Your...


Building a Deep Learning PC

Is this real?


Building a Deep Learning PC

Behind the curtains, yeah, yeah, yeah.


Building a Deep Learning PC

Touch the door.


Building a Deep Learning PC

Just to ground yourself.


Building a Deep Learning PC

I'm grounding myself.


Building a Deep Learning PC

Perfect, perfect.


Building a Deep Learning PC

From here?


Building a Deep Learning PC

No, look, there's a small chance it's gonna fail,


Building a Deep Learning PC

but whatever, we've done our due diligence.


Building a Deep Learning PC

Yeah, there was a video we watched


Building a Deep Learning PC

in an Apple training seminar and I was like,


Building a Deep Learning PC

the dangers of ESD and it was some real old school video


Building a Deep Learning PC

and this guy's like,


Building a Deep Learning PC

ESD will break your computer chips.


Building a Deep Learning PC

It's like this one guy touching it,


Building a Deep Learning PC

and it's like, then it zooms in microscopes


Building a Deep Learning PC

and the chips look fried.


Building a Deep Learning PC

Anyway, that's it.


Building a Deep Learning PC

You can get handy little...


Building a Deep Learning PC

That's what we wore.


Building a Deep Learning PC

Yeah, yeah, yeah.


Building a Deep Learning PC

So we've got a motherboard.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Now...


Building a Deep Learning PC

You ready to roll?


Building a Deep Learning PC

Pull it out, all right.


Building a Deep Learning PC

Oh, pulling it out, yeah.


Building a Deep Learning PC

Yeah, yeah.


Building a Deep Learning PC

Jesus.


Building a Deep Learning PC

See, when I look at these things,


Building a Deep Learning PC

I just think I'm such...


Building a Deep Learning PC

Hang on, lift it up.


Building a Deep Learning PC

There, boom.


Building a Deep Learning PC

When I look at these things,


Building a Deep Learning PC

I just think I'm such a absolute monkey


Building a Deep Learning PC

because look how many...


Building a Deep Learning PC

Like I just write Python code, man.


Building a Deep Learning PC

And somehow it works on this.


Building a Deep Learning PC

That still fascinates me.


Building a Deep Learning PC

CPU?


Building a Deep Learning PC

I think so.


Building a Deep Learning PC

CPU.


Building a Deep Learning PC

This is an Intel 10th Gen Core i7.


Building a Deep Learning PC

There's a great article, I'll link it at the...


Building a Deep Learning PC

At some point in this video where I read...


Building a Deep Learning PC

Actually, there's a website called PC Part Picker


Building a Deep Learning PC

which you can put all these together.


Building a Deep Learning PC

I'm pretty sure all of these parts work together


Building a Deep Learning PC

and the people at the computer shop told me they would, so...


Building a Deep Learning PC

Let's trust them.


Building a Deep Learning PC

Ooh, I remember actually...


Building a Deep Learning PC

Look how small it is.


Building a Deep Learning PC

That's it.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

That's the brain of your computer.


Building a Deep Learning PC

How long you reckon until we're neural-linked?


Building a Deep Learning PC

I don't know, man.


Building a Deep Learning PC

Fucking soon.


Building a Deep Learning PC

Elon records.


Building a Deep Learning PC

When do you reckon, Elon?


Building a Deep Learning PC

Get it going, Elon.


Building a Deep Learning PC

So I'd literally just put it in there.


Building a Deep Learning PC

So here, we don't wanna touch the chip as much as we can.


Building a Deep Learning PC

So you wanna see this little thing here.


Building a Deep Learning PC

This holds this down.


Building a Deep Learning PC

So push it down, pull it across and then let it go up


Building a Deep Learning PC

from the outside.


Building a Deep Learning PC

Yes.


Building a Deep Learning PC

Yep.


Building a Deep Learning PC

Boom.


Building a Deep Learning PC

Now, I can't...


Building a Deep Learning PC

I think these new ones, I think you do...


Building a Deep Learning PC

Remove it before...


Building a Deep Learning PC

Yeah, remove, pull it off now.


Building a Deep Learning PC

Yep, yep, yep.


Building a Deep Learning PC

Just like that?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Pull that off.


Building a Deep Learning PC

Oh.


Building a Deep Learning PC

Cool.


Building a Deep Learning PC

Hey.


Building a Deep Learning PC

Now, when you try and just...


Building a Deep Learning PC

So there's a little pointer in one of the corners.


Building a Deep Learning PC

So in this corner.


Building a Deep Learning PC

And there's a corresponding pointer on the board.


Building a Deep Learning PC

So it should go...


Building a Deep Learning PC

That pointer?


Building a Deep Learning PC

Yeah, that should be it.


Building a Deep Learning PC

I don't know if you can see that.


Building a Deep Learning PC

Apparently, there's a...


Building a Deep Learning PC

It's like on your car when you go to fill it up with petrol.


Building a Deep Learning PC

It tells you where the...


Building a Deep Learning PC

It tells you where the fuel cap is.


Building a Deep Learning PC

So it's a square.


Building a Deep Learning PC

No way, this is just gonna slot in there.


Building a Deep Learning PC

Is that it?


Building a Deep Learning PC

Yep, that's it.


Building a Deep Learning PC

It doesn't click.


Building a Deep Learning PC

Like...


Building a Deep Learning PC

Oh.


Building a Deep Learning PC

Oh, you broke it.


Building a Deep Learning PC

I'm just kidding, just kidding.


Building a Deep Learning PC

You broke it.


Building a Deep Learning PC

I was like, this is it.


Building a Deep Learning PC

It's in.


Building a Deep Learning PC

We did it.


Building a Deep Learning PC

All right, now install TensorFlow.


Building a Deep Learning PC

Pip, install.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

So next thing I would...


Building a Deep Learning PC

Reds.


Building a Deep Learning PC

Before I put the RAM on, let's put the cooler on.


Building a Deep Learning PC

Cooler?


Building a Deep Learning PC

Because it gives it a bit more room to move.


Building a Deep Learning PC

We have a black edition.


Building a Deep Learning PC

You know, I was looking at all these PC builds


Building a Deep Learning PC

and for some reason, we were saying this before,


Building a Deep Learning PC

a lot of PCs are obsessed with red-green light,


Building a Deep Learning PC

red-grew and green lights.


Building a Deep Learning PC

But I was like, no, I just want it dark,


Building a Deep Learning PC

blacked out, man.


Building a Deep Learning PC

I just want it...


Building a Deep Learning PC

Because if this thing is going to be running in this room...


Building a Deep Learning PC

So where is it?


Building a Deep Learning PC

Where are you putting it?


Building a Deep Learning PC

I don't know.


Building a Deep Learning PC

Out of the bed.


Building a Deep Learning PC

I haven't decided, man.


Building a Deep Learning PC

I was actually looking at a little pad today, actually,


Building a Deep Learning PC

with two bedrooms.


Building a Deep Learning PC

One to actually sleep in


Building a Deep Learning PC

and then potentially another one to have as a home office.


Building a Deep Learning PC

We have the cooler master.


Building a Deep Learning PC

Oh, that sounds like screws.


Building a Deep Learning PC

Oh my God.


Building a Deep Learning PC

That looks like...


Building a Deep Learning PC

This is the fun part.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

All right, that's a mess.


Building a Deep Learning PC

But...


Building a Deep Learning PC

Oh, this is bigger than I thought.


Building a Deep Learning PC

Hmm.


Building a Deep Learning PC

Is this actually how big that has to be?


Building a Deep Learning PC

Has to be.


Building a Deep Learning PC

You can't get smaller ones,


Building a Deep Learning PC

but it looks to be a good one.


Building a Deep Learning PC

So now we have to figure out how to mount the thing.


Building a Deep Learning PC

Because once we go to the backing plate,


Building a Deep Learning PC

you want to screw this into the backing plate


Building a Deep Learning PC

so that it holds the backing plate on.


Building a Deep Learning PC

Yep.


Building a Deep Learning PC

So I would put your prop up and then...


Building a Deep Learning PC

It's so...


Building a Deep Learning PC

What's the function?


Building a Deep Learning PC

Yeah, it works.


Building a Deep Learning PC

You know, I miss building things with my hands.


Building a Deep Learning PC

I was thinking that the other day.


Building a Deep Learning PC

Something with my hands.


Building a Deep Learning PC

Oh, you can slide them.


Building a Deep Learning PC

So if you turn it over.


Building a Deep Learning PC

Oh, there's the clip.


Building a Deep Learning PC

I use a keyboard too much, I need to...


Building a Deep Learning PC

These little slots.


Building a Deep Learning PC

Yes.


Building a Deep Learning PC

So put them all in the middle one.


Building a Deep Learning PC

This is how it's done.


Building a Deep Learning PC

How many hours do you reckon you spent


Building a Deep Learning PC

looking for parts for this thing?


Building a Deep Learning PC

Oh, like longer than I wanted to.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

But I kind of got into it.


Building a Deep Learning PC

Like, see, when I first started, I was like,


Building a Deep Learning PC

oh, this is real tedious.


Building a Deep Learning PC

Why isn't there just like some straightforward guide


Building a Deep Learning PC

on how I just like ordered these parts?


Building a Deep Learning PC

But then I got into it and I'm like,


Building a Deep Learning PC

oh, okay, is there kind of a...


Building a Deep Learning PC

You get why.


Building a Deep Learning PC

An art form of why everything gets put together


Building a Deep Learning PC

in a way it does.


Building a Deep Learning PC

Because working at Apple, I was like,


Building a Deep Learning PC

well, there's only like six different combinations


Building a Deep Learning PC

of motherboard and keyboard.


Building a Deep Learning PC

Okay.


Building a Deep Learning PC

Now I think there's thermal paste on the CPU.


Building a Deep Learning PC

That's...


Building a Deep Learning PC

All right, so...


Building a Deep Learning PC

And then we plug this in.


Building a Deep Learning PC

So to do this, you basically, just before we do,


Building a Deep Learning PC

so which way is this gonna go?


Building a Deep Learning PC

This is gonna go top to bottom, yeah?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Like that?


Building a Deep Learning PC

The fan can go on any side, right?


Building a Deep Learning PC

You probably want it on this side


Building a Deep Learning PC

going out the back of the case.


Building a Deep Learning PC

But I think it'll go, yeah, either way.


Building a Deep Learning PC

Oh, is that the back of the case?


Building a Deep Learning PC

The back of the case.


Building a Deep Learning PC

I thought that was the...


Building a Deep Learning PC

But he's got an RTX.


Building a Deep Learning PC

I told you.


Building a Deep Learning PC

Are you sure you need this GPU?


Building a Deep Learning PC

I just write code for these things, all right?


Building a Deep Learning PC

Cut it out, man.


Building a Deep Learning PC

Is that the...


Building a Deep Learning PC

Oh my God.


Building a Deep Learning PC

I hadn't seen that before.


Building a Deep Learning PC

Do you know what the back of a computer looks like?


Building a Deep Learning PC

I do now.


Building a Deep Learning PC

I didn't know what it looked like.


Building a Deep Learning PC

It's got a little bit of a...


Building a Deep Learning PC

I don't know what it looks like from this side of it.


Building a Deep Learning PC

Because before we put this...


Building a Deep Learning PC

Once we put this thermal paste on it, once this hits it, it'll spread.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

It's not a big deal if you have to pull it off and redo it.


Building a Deep Learning PC

But let's just make sure that these are lined up the right distance.


Building a Deep Learning PC

That looks good.


Building a Deep Learning PC

Q, epic music.


Building a Deep Learning PC

So does that.


Building a Deep Learning PC

No, we need to save the epic music for when it gets powered on.


Building a Deep Learning PC

New swap lenses, then.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

So...


Building a Deep Learning PC

Thermal paste.


Building a Deep Learning PC

It's easier than you think.


Building a Deep Learning PC

You just want to put a dollop right in the centre.


Building a Deep Learning PC

Oh, I've applied thermal paste before.


Building a Deep Learning PC

You don't.


Building a Deep Learning PC

This is one of the most important parts of the computer you've done before.


Building a Deep Learning PC

Yeah, I have.


Building a Deep Learning PC

You just want a dollop?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Like a rice grain.


Building a Deep Learning PC

Rice grain.


Building a Deep Learning PC

Oh.


Building a Deep Learning PC

So try and get it in the centre.


Building a Deep Learning PC

Probably a little bit more.


Building a Deep Learning PC

A little bit more.


Building a Deep Learning PC

That's...


Building a Deep Learning PC

Not too much, but...


Building a Deep Learning PC

It comes out like a banana.


Building a Deep Learning PC

That's enough, yeah.


Building a Deep Learning PC

Boom.


Building a Deep Learning PC

Just even it so that it's...


Building a Deep Learning PC

Look at that.


Building a Deep Learning PC

...going to go in all directions.


Building a Deep Learning PC

What an artist.


Building a Deep Learning PC

The camera is not focusing at all.


Building a Deep Learning PC

There we go.


Building a Deep Learning PC

The whole time.


Building a Deep Learning PC

It's like you're icing a cake.


Building a Deep Learning PC

That looks terrible.


Building a Deep Learning PC

That's a beautiful wedding cake.


Building a Deep Learning PC

You're going to be people commenting.


Building a Deep Learning PC

I'd get married to this.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

I probably already am.


Building a Deep Learning PC

What are we doing?


Building a Deep Learning PC

Now...


Building a Deep Learning PC

Here you go.


Building a Deep Learning PC

Put it on.


Building a Deep Learning PC

So turn it around so that the cool master faces up right.


Building a Deep Learning PC

I want all the text facing the right way.


Building a Deep Learning PC

That's very important when building a computer.


Building a Deep Learning PC

Christ.


Building a Deep Learning PC

So tip it so that...


Building a Deep Learning PC

So put the back two screws in first.


Building a Deep Learning PC

Yeah, great idea.


Building a Deep Learning PC

You're guiding me.


Building a Deep Learning PC

It's like we're making...


Building a Deep Learning PC

We're making pottery together.


Building a Deep Learning PC

Hold me.


Building a Deep Learning PC

I'll be your Patrick Slazy.


Building a Deep Learning PC

I think that's sitting in.


Building a Deep Learning PC

Cool.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

So now you just got to screw it down.


Building a Deep Learning PC

Holy goodness.


Building a Deep Learning PC

Rest of the camera lens in the RTX.


Building a Deep Learning PC

So go about half...


Building a Deep Learning PC

Like get it in.


Building a Deep Learning PC

Hey, don't...


Building a Deep Learning PC

You've done this before.


Building a Deep Learning PC

Don't treat the RTX like that.


Building a Deep Learning PC

So don't go the whole way down.


Building a Deep Learning PC

You just want to basically get the thread in.


Building a Deep Learning PC

It's spring loaded so I have to use a bit more quonks than usual.


Building a Deep Learning PC

Maybe I'll try this one.


Building a Deep Learning PC

Look at that big dog.


Building a Deep Learning PC

It's like a high rise.


Building a Deep Learning PC

Cooler master.


Building a Deep Learning PC

Yeah, it is.


Building a Deep Learning PC

Okay.


Building a Deep Learning PC

So next thing, I think probably RAM and hard drive.


Building a Deep Learning PC

Don't worry about the fan yet.


Building a Deep Learning PC

Is there anything else here?


Building a Deep Learning PC

Yeah, because your fan...


Building a Deep Learning PC

You probably want to put your RAM in there first before you put your...


Building a Deep Learning PC

You know what?


Building a Deep Learning PC

I've only...


Building a Deep Learning PC

I might upgrade some RAM later, but I've got 32 gigs.


Building a Deep Learning PC

Hopefully that's enough.


Building a Deep Learning PC

See, the rule of thumb that I found out with RAM and GPU is to at least match your VRAM


Building a Deep Learning PC

with your normal RAM.


Building a Deep Learning PC

So as in 24 gigs of memory on the Titan RTX, this big dog, 24 gigs of video memory.


Building a Deep Learning PC

At least match it with your RAM here.


Building a Deep Learning PC

So this is 216 gigabytes sticks totaling 32.


Building a Deep Learning PC

We have four slots.


Building a Deep Learning PC

We could go up to 64 if we kept going with this.


Building a Deep Learning PC

I'm pretty sure the max you can get, you can get 32 sticks maybe.


Building a Deep Learning PC

You can.


Building a Deep Learning PC

It's probably more about your motherboard than anything.


Building a Deep Learning PC

I think, I don't know, I'd say the max for a lot of them is 64 gig per slot.


Building a Deep Learning PC

I like that.


Building a Deep Learning PC

I really like that box.


Building a Deep Learning PC

PC is done, but can we get a look at this box?


Building a Deep Learning PC

I'm just waiting for this to go into your...


Building a Deep Learning PC

I won this knife from a steak eating contest.


Building a Deep Learning PC

How many...


Building a Deep Learning PC

How did you win?


Building a Deep Learning PC

A kilo steak, I think.


Building a Deep Learning PC

Big dogs got to eat.


Building a Deep Learning PC

That's like a microbiome testing tub.


Building a Deep Learning PC

Too much protein, man.


Building a Deep Learning PC

Go the other way, flip it over because I'll fall out.


Building a Deep Learning PC

I am wearing a yoked shirt.


Building a Deep Learning PC

Yoked.


Building a Deep Learning PC

You still training at the moment?


Building a Deep Learning PC

Yeah, bro.


Building a Deep Learning PC

Backyard?


Building a Deep Learning PC

Yeah, backyard.


Building a Deep Learning PC

There's a new gym opening up in San Ge.


Building a Deep Learning PC

Just doing heaps of jujitsu.


Building a Deep Learning PC

So they'll only go in one way.


Building a Deep Learning PC

We're getting the RAM in.


Building a Deep Learning PC

RAM in the RAM.


Building a Deep Learning PC

Dude, this reminds me of an old...


Building a Deep Learning PC

So hang on.


Building a Deep Learning PC

So see the slot in the RAM?


Building a Deep Learning PC

Yeah, other side.


Building a Deep Learning PC

That's all right.


Building a Deep Learning PC

See, some of me likes that, you know, with this US...


Building a Deep Learning PC

Actually, no, I'd prefer if it was both ways.


Building a Deep Learning PC

So push them down, keep going down.


Building a Deep Learning PC

So push both down and then push one corner harder than the other.


Building a Deep Learning PC

It'll click in.


Building a Deep Learning PC

There you go.


Building a Deep Learning PC

That was really satisfying.


Building a Deep Learning PC

This reminds me of the old Nintendo...


Building a Deep Learning PC

Put that one in the black slot.


Building a Deep Learning PC

The back one?


Building a Deep Learning PC

So they're on the same channel.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

This one?


Building a Deep Learning PC

So that way, even though you got two sticks of RAM, the motherboard will dress...


Building a Deep Learning PC

They're different colours, see?


Building a Deep Learning PC

That's a little tidbit.


Building a Deep Learning PC

That's what you get from experience.


Building a Deep Learning PC

So that's what experience is talking there.


Building a Deep Learning PC

Remember those Nintendo 64 cartridges?


Building a Deep Learning PC

This reminds me of that.


Building a Deep Learning PC

Remember how you could get the vibrating ones?


Building a Deep Learning PC

The Rumble packs.


Building a Deep Learning PC

And to always fix your game, you would just go...


Building a Deep Learning PC

Put it back in.


Building a Deep Learning PC

I am a bit...


Building a Deep Learning PC

Even though that was...


Building a Deep Learning PC

That did not work.


Building a Deep Learning PC

It's like the pedestrian buttons.


Building a Deep Learning PC

That made it work.


Building a Deep Learning PC

They're just for SIBO.


Building a Deep Learning PC

They don't do anything.


Building a Deep Learning PC

I don't want to believe, because I still walk up to some of them and go,


Building a Deep Learning PC

I'm certain that I'm making a difference here.


Building a Deep Learning PC

That's not true.


Building a Deep Learning PC

Well, if you think you are, are you?


Building a Deep Learning PC

Is that good enough?


Building a Deep Learning PC

Not in most cases, but...


Building a Deep Learning PC

All right.


Building a Deep Learning PC

We are...


Building a Deep Learning PC

We have the RAM in.


Building a Deep Learning PC

Yay.


Building a Deep Learning PC

Now, before we do anything else, let's chuck the hard drive in.


Building a Deep Learning PC

Or the SSD, rather.


Building a Deep Learning PC

SSD, yes.


Building a Deep Learning PC

I do have an actual hard drive too.


Building a Deep Learning PC

I have a 1 terabyte 970.


Building a Deep Learning PC

Get the knife in there.


Building a Deep Learning PC

Beautiful.


Building a Deep Learning PC

How many megabit per second read and write speeds on this, Dan?


Building a Deep Learning PC

Yes.


Building a Deep Learning PC


Building a Deep Learning PC

They're pretty quick these days.


Building a Deep Learning PC

I'm pretty sure.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

I think they're a lot.


Building a Deep Learning PC

2,300 maybe.


Building a Deep Learning PC

Oh, wow.


Building a Deep Learning PC

That's cool.


Building a Deep Learning PC

Nice and tiny.


Building a Deep Learning PC

Very little.


Building a Deep Learning PC

We have that there.


Building a Deep Learning PC

See, that also perplexes me.


Building a Deep Learning PC

That there's 1 terabyte on that, yet you get the big dogs over here, which were like barely


Building a Deep Learning PC

500 gigs a few years ago.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

So, where does this slot in there?


Building a Deep Learning PC

So, you've got two.


Building a Deep Learning PC

I don't actually know if there's any difference.


Building a Deep Learning PC

There's M to MSB, M to ASB.


Building a Deep Learning PC

I think it doesn't matter, but I'd probably put it in...


Building a Deep Learning PC

Only thing is heat.


Building a Deep Learning PC

Flipper coin.


Building a Deep Learning PC

That's where your card is going to be.


Building a Deep Learning PC

GPU.


Building a Deep Learning PC

So, I'd probably put it further away from your card.


Building a Deep Learning PC

Less heat.


Building a Deep Learning PC

Can't really avoid not touching this thing.


Building a Deep Learning PC

Slot it in, mate.


Building a Deep Learning PC

Slot it in.


Building a Deep Learning PC

This only goes in one way too.


Building a Deep Learning PC

Hold on.


Building a Deep Learning PC

Up the top.


Building a Deep Learning PC

Oh.


Building a Deep Learning PC

Wow.


Building a Deep Learning PC

Now, before you do it, I think you've got to pull that screw out first.


Building a Deep Learning PC

That would help.


Building a Deep Learning PC

Do you want a little one?


Building a Deep Learning PC

There you go.


Building a Deep Learning PC

Oh, this one's fitting.


Building a Deep Learning PC

Thank you.


Building a Deep Learning PC

This is fun.


Building a Deep Learning PC

It's good fun, isn't it?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

You get in a state of flow doing this.


Building a Deep Learning PC

I used to see how fast I could build them.


Building a Deep Learning PC

I can get down to about 35 minutes fully together.


Building a Deep Learning PC

Together?


Building a Deep Learning PC

A lot of time.


Building a Deep Learning PC


Building a Deep Learning PC

A low-end PC.


Building a Deep Learning PC

Wow.


Building a Deep Learning PC

Were you building them at a shop or what?


Building a Deep Learning PC

Yeah, I worked at a computer store.


Building a Deep Learning PC

So, basically repairing machines, doing onsite work, and building new ones, basically.


Building a Deep Learning PC

That's sick.


Building a Deep Learning PC

Mr. Robot.


Building a Deep Learning PC

Something like that, yeah.


Building a Deep Learning PC

No, it was good fun.


Building a Deep Learning PC

And then I'd sit on Reddit and bodybuilding.com all day.


Building a Deep Learning PC

Wait for jobs to come.


Building a Deep Learning PC

Okay.


Building a Deep Learning PC

Cool.


Building a Deep Learning PC

We now have, there's progress.


Building a Deep Learning PC

So, we have fan, RAM, CPU, hard drive, or at least one of the hard drives.


Building a Deep Learning PC

I'm not sure how that other one fits in.


Building a Deep Learning PC

I've got a, this is a SSD drive.


Building a Deep Learning PC

We've got a three terabyte.


Building a Deep Learning PC

So, one terabyte SSD drive and a three terabyte hard drive that I'm not going to move around,


Building a Deep Learning PC

but it's in there.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

So, my understanding of that is, is that you want this, let's just put it this way, it's


Building a Deep Learning PC

2020, you want an SSD drive to boot off, to load all your stuff really quickly.


Building a Deep Learning PC

Moving parts, just don't worry about that.


Building a Deep Learning PC

Have that for your long-term storage, but this is the stuff you want to access quickly.


Building a Deep Learning PC

Or your Rick and Morty episodes on that.


Building a Deep Learning PC

Where to next?


Building a Deep Learning PC

Dude, this is so good.


Building a Deep Learning PC

Thank you so much.


Building a Deep Learning PC

No worries, man.


Building a Deep Learning PC

No worries.


Building a Deep Learning PC

I haven't done this in years either.


Building a Deep Learning PC

I'll be watching a video and just be like, what do I do now?


Building a Deep Learning PC

So, next thing I reckon, let's chuck this bad boy back on.


Building a Deep Learning PC

You'll have to figure out how to...


Building a Deep Learning PC

You ready to get lost?


Building a Deep Learning PC

I'm hypnotising you.


Building a Deep Learning PC

Ooh.


Building a Deep Learning PC

Boy, you tripping.


Building a Deep Learning PC

So, you probably want this...


Building a Deep Learning PC

I think it's like that.


Building a Deep Learning PC

Yeah, so that's...


Building a Deep Learning PC

So, you probably want to put it so that...


Building a Deep Learning PC

So, this fan should go in up here.


Building a Deep Learning PC

See that slot there?


Building a Deep Learning PC

That's a CPU fan.


Building a Deep Learning PC

So, you probably want this to keep it neat like that.


Building a Deep Learning PC

Yep.


Building a Deep Learning PC

So, what you'll want is then, let's chuck these...


Building a Deep Learning PC

I don't know how this worked before.


Building a Deep Learning PC

Do you remember how this went on?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Don't worry about plugging it in yet.


Building a Deep Learning PC

Put it there.


Building a Deep Learning PC

And then, it like kind of hooked in here.


Building a Deep Learning PC

And then, hooked in there.


Building a Deep Learning PC

There you go.


Building a Deep Learning PC

Sweet.


Building a Deep Learning PC

Cool.


Building a Deep Learning PC

Looking good.


Building a Deep Learning PC

So, cable.


Building a Deep Learning PC

Let's make this pretty.


Building a Deep Learning PC

So, let's take this off.


Building a Deep Learning PC

And you know how this is done like once or twice?


Building a Deep Learning PC

I like the way you say pretty.


Building a Deep Learning PC

Real pretty.


Building a Deep Learning PC

Real pretty looking.


Building a Deep Learning PC

That's what we want.


Building a Deep Learning PC

We want a real pretty machine.


Building a Deep Learning PC

We want it to look as good on the inside as it does on the outside.


Building a Deep Learning PC

So...


Building a Deep Learning PC

Do you want to get that and put it around here?


Building a Deep Learning PC

That little tie?


Building a Deep Learning PC

Oh, the tie?


Building a Deep Learning PC

Put it back on?


Building a Deep Learning PC

Yeah, so that's all...


Building a Deep Learning PC

I agree.


Building a Deep Learning PC

Got it.


Building a Deep Learning PC

Beautiful.


Building a Deep Learning PC

Slide it in.


Building a Deep Learning PC

This is always the most funnest part of when you've got a cable lined up


Building a Deep Learning PC

and you just clicked it.


Building a Deep Learning PC

If I could get this...


Building a Deep Learning PC

All right.


Building a Deep Learning PC

Is it in?


Building a Deep Learning PC

You've said that too many times and I know what I want to say.


Building a Deep Learning PC

I can't feel it.


Building a Deep Learning PC

I want to keep this channel PG.


Building a Deep Learning PC

Even though we've got this sexy piece on here.


Building a Deep Learning PC

You want to pick that up one time so the pins show it off?


Building a Deep Learning PC

Yeah, there's a little clip.


Building a Deep Learning PC

There's a clip at the side.


Building a Deep Learning PC

That'll guide it in.


Building a Deep Learning PC

Seriously, mate, you want to put your veteran hands in there?


Building a Deep Learning PC

I think I'm going to...


Building a Deep Learning PC

One hit.


Building a Deep Learning PC

You just want to push a bit more.


Building a Deep Learning PC

It'll take a little bit.


Building a Deep Learning PC

There's a bit of friction.


Building a Deep Learning PC

Pull this so we don't want that getting in the fan.


Building a Deep Learning PC

But it looks like that's come undone.


Building a Deep Learning PC

But all right, that'll do for now.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

That's all right.


Building a Deep Learning PC

All right, so now all the key things are on the board.


Building a Deep Learning PC

Now we want to get it into the case before we put the card or anything else in it.


Building a Deep Learning PC

Sound good?


Building a Deep Learning PC

All right.


Building a Deep Learning PC

So we're going to need to clear all this shit off the vents.


Building a Deep Learning PC

Seamless transition.


Building a Deep Learning PC

So now the desk is nice and clean.


Building a Deep Learning PC

We have the case.


Building a Deep Learning PC

So yeah, apparently we put this in the case now.


Building a Deep Learning PC

We have a shout out to the dude at the computer store who recommended me.


Building a Deep Learning PC

I'll just open it from here.


Building a Deep Learning PC

Who recommended me this case.


Building a Deep Learning PC

I was trying to look for one that looked nice and simple, you know?


Building a Deep Learning PC

Just blacked out.


Building a Deep Learning PC

Hopefully it's got a glass wall.


Building a Deep Learning PC

Hopefully it's not broken.


Building a Deep Learning PC

Because as I said, it's stuck.


Building a Deep Learning PC

There are all those red, green and light up options.


Building a Deep Learning PC

That just ain't me, man.


Building a Deep Learning PC

Let's get this down here.


Building a Deep Learning PC

Go around maybe?


Building a Deep Learning PC

Ah, here we go.


Building a Deep Learning PC

Beautiful.


Building a Deep Learning PC

I'm going to have it.


Building a Deep Learning PC

A lot of rubbish.


Building a Deep Learning PC

Look at this big dog.


Building a Deep Learning PC

It's actually real nice.


Building a Deep Learning PC

Oh, it is dented.


Building a Deep Learning PC

Oh.


Building a Deep Learning PC

There you go.


Building a Deep Learning PC

No, that's memory dents.


Building a Deep Learning PC

Do you reckon things will still fit?


Building a Deep Learning PC

Everything will still fit.


Building a Deep Learning PC

But you've got a big dent.


Building a Deep Learning PC

Look at that.


Building a Deep Learning PC

You saw that live in the flesh.


Building a Deep Learning PC

That wasn't me, surely.


Building a Deep Learning PC

No.


Building a Deep Learning PC

That's been...


Building a Deep Learning PC

It did come in Aus Post, but there were no dents in the box.


Building a Deep Learning PC

Australia Post.


Building a Deep Learning PC

I don't think it was Aus Post.


Building a Deep Learning PC

That's terrible.


Building a Deep Learning PC

Maybe we can unscrew it and bash it in from there.


Building a Deep Learning PC

I actually don't mind that.


Building a Deep Learning PC

Because it's come with a bit of character.


Building a Deep Learning PC

Yeah, it's a bit of character.


Building a Deep Learning PC

It's been through the wars.


Building a Deep Learning PC

Like it's already been through a challenge and it's going to go through another of us


Building a Deep Learning PC

putting that inside it.


Building a Deep Learning PC

Let's see if it still works.


Building a Deep Learning PC

Take the side off it.


Building a Deep Learning PC

Let's have a look at the inside.


Building a Deep Learning PC

First of all, we think that the fan might not fit.


Building a Deep Learning PC

Now it might not actually fit because the case is dented.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

Boom.


Building a Deep Learning PC

What should we build, mate?


Building a Deep Learning PC

We need to actually use this to build something.


Building a Deep Learning PC

What do you mean?


Building a Deep Learning PC

Like a project?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

And not just play Minecraft.


Building a Deep Learning PC

I don't know.


Building a Deep Learning PC

We could build a Minecraft world.


Building a Deep Learning PC

You could build...


Building a Deep Learning PC

Have you seen some of those videos of people making computers in Minecraft?


Building a Deep Learning PC

No.


Building a Deep Learning PC

I'm pretty sure someone actually...


Building a Deep Learning PC

Made a neural net?


Building a Deep Learning PC

Someone might have made a neural net inside Minecraft.


Building a Deep Learning PC

Yeah, they copy the architecture of CPUs from the 80s in Minecraft.


Building a Deep Learning PC

And it's like 20 hertz or something.


Building a Deep Learning PC

Because you can make switches and wires.


Building a Deep Learning PC

So Minecraft is like wires and stuff.


Building a Deep Learning PC

So they build like a Turing machine.


Building a Deep Learning PC

It's literally a computer.


Building a Deep Learning PC

And they even have a screen.


Building a Deep Learning PC

So they've built like a graphics, a GPU, so that it displays things on a screen.


Building a Deep Learning PC

Like the same architecture that you build in a GPU.


Building a Deep Learning PC

Dude, people need to find the most hardcore Minecraft devs and hire them as engineers.


Building a Deep Learning PC

That's pretty well dented.


Building a Deep Learning PC

I just tried to undent it and it's not going out.


Building a Deep Learning PC

See?


Building a Deep Learning PC

I'm not sure if you can see it, but it's well dented.


Building a Deep Learning PC

You see it from the top.


Building a Deep Learning PC

There's quite a bit of bend in this.


Building a Deep Learning PC

And then from there.


Building a Deep Learning PC

Look, so this is straight out of the packaging.


Building a Deep Learning PC

Hmm.


Building a Deep Learning PC

Look, I don't really care.


Building a Deep Learning PC

I did say I wanted it to look as nice on the outside as the inside, but...


Building a Deep Learning PC

Well, that's gone out of the window.


Building a Deep Learning PC

Let's be real.


Building a Deep Learning PC

I'm a bit dented too.


Building a Deep Learning PC

So what do you want to do?


Building a Deep Learning PC

Are you happy to...


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

We can't do much else.


Building a Deep Learning PC

It's busted.


Building a Deep Learning PC

Okay.


Building a Deep Learning PC

So first things first, I'd probably throw the power supply in first.


Building a Deep Learning PC

So before we do, take the take the cape thing off the other side as well.


Building a Deep Learning PC

Because we want to change the light.


Building a Deep Learning PC

Oh, this comes off too?


Building a Deep Learning PC

Yeah, we'll try and keep it perry.


Building a Deep Learning PC

Inside.


Building a Deep Learning PC

Here we go.


Building a Deep Learning PC

Now we're getting real.


Building a Deep Learning PC

Now it's actually starting to look like a computer for me.


Building a Deep Learning PC

Let's put this.


Building a Deep Learning PC

I think as a kid, this was a computer.


Building a Deep Learning PC

I didn't think about anything that was inside it.


Building a Deep Learning PC

It was just this box.


Building a Deep Learning PC

You push start on the box and it works.


Building a Deep Learning PC

The fan's on.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

Check that down there.


Building a Deep Learning PC

Going into the computer rooms in year eight and just playing stick cricket and Halo.


Building a Deep Learning PC

Oh, stick cricket.


Building a Deep Learning PC

That was bad.


Building a Deep Learning PC

So first things first.


Building a Deep Learning PC

Power supply.


Building a Deep Learning PC

Yeah, we want to put some power supply in.


Building a Deep Learning PC

So before.


Building a Deep Learning PC

Sorry, pull this out.


Building a Deep Learning PC

So that's a little storage.


Building a Deep Learning PC

So this is where your hard drives go.


Building a Deep Learning PC

No way.


Building a Deep Learning PC

What?


Building a Deep Learning PC

This is cool.


Building a Deep Learning PC

There's a lot of screws here.


Building a Deep Learning PC

Oh, geez, Rick.


Building a Deep Learning PC

So yes.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

One we prepared earlier.


Building a Deep Learning PC

Now again, this is a 750 going off the advice of the young gentleman at the computer store who said 750 watt should be enough.


Building a Deep Learning PC

So his last words.


Building a Deep Learning PC

Yeah, exactly.


Building a Deep Learning PC

Decent brand over EVGA is a good.


Building a Deep Learning PC

Really?


Building a Deep Learning PC

That's exactly what he said.


Building a Deep Learning PC

He's like, well, if you go if you go on EVGA like 750 should be enough because a lot of the cheaper ones, they say 600 or whatever, but they're actually only good for 450.


Building a Deep Learning PC

If your power supply is dodgy, you can try your whole.


Building a Deep Learning PC

You don't want to skimp out.


Building a Deep Learning PC

Well, what does this say?


Building a Deep Learning PC

This say gold standard gold power supply.


Building a Deep Learning PC

It's gold and it's G plus.


Building a Deep Learning PC

That's all we want on here.


Building a Deep Learning PC

My computer is G plus.


Building a Deep Learning PC

It's like a what's that gold standard way.


Building a Deep Learning PC

True.


Building a Deep Learning PC

Optimal optimum nutrition.


Building a Deep Learning PC

It's a G unit.


Building a Deep Learning PC

I remember when I was getting into bodybuilding, that was the best way protein and I still am.


Building a Deep Learning PC

It was.


Building a Deep Learning PC

Yup.


Building a Deep Learning PC

Yup, man.


Building a Deep Learning PC

That's the rule.


Building a Deep Learning PC

If you're going to be coding Python, you got to be rocking pythons.


Building a Deep Learning PC

We should just build one of these every week.


Building a Deep Learning PC

Why not?


Building a Deep Learning PC

It's like a cooking show.


Building a Deep Learning PC

No, better to do.


Building a Deep Learning PC

Yeah, let's just get everyone to send their RTXs.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Promise it'll work and your damaged cases.


Building a Deep Learning PC

We take all kinds of goods.


Building a Deep Learning PC

You'll find the address in the description.


Building a Deep Learning PC

Seriously, is this going to come out?


Building a Deep Learning PC

Oh, there's a tag.


Building a Deep Learning PC

There we go.


Building a Deep Learning PC

I've done this before.


Building a Deep Learning PC

See, this is a fancy unboxing show.


Building a Deep Learning PC

We need that top angle.


Building a Deep Learning PC

Come in here real high.


Building a Deep Learning PC

That actually looks pretty cool, actually.


Building a Deep Learning PC

Very cool.


Building a Deep Learning PC

I said actually twice.


Building a Deep Learning PC


Building a Deep Learning PC

Another fan.


Building a Deep Learning PC

I'm noticing there's a lot of fans.


Building a Deep Learning PC

We got two on the RTX, which is in its little box.


Building a Deep Learning PC

Also lots of sexy cables.


Building a Deep Learning PC

Oh.


Building a Deep Learning PC

Very nice.


Building a Deep Learning PC

Damn.


Building a Deep Learning PC

EVGA.


Building a Deep Learning PC

Is that the brand?


Building a Deep Learning PC

Supernova.


Building a Deep Learning PC

This cost me money, but I'll give you a shout out anyway.


Building a Deep Learning PC

Boom, boom, boom.


Building a Deep Learning PC

Look at that.


Building a Deep Learning PC

That, this is actually probably, aside from the RTX, aside from the RTX, this is my favourite


Building a Deep Learning PC

part so far.


Building a Deep Learning PC

It's going to look great.


Building a Deep Learning PC

I mean, I suppose that without this, none of it runs.


Building a Deep Learning PC

Energy is your most valuable resource.


Building a Deep Learning PC

See, this is a philosophical channel as well as a tech channel.


Building a Deep Learning PC

For like all of two and a half seconds.


Building a Deep Learning PC

Yeah, that's it.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

Yeah, some philosophy in there.


Building a Deep Learning PC

Back to pythons.


Building a Deep Learning PC

Just pull all that shit out.


Building a Deep Learning PC

We need all this?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

We might use all of it, but there's a lot of, like there's about 18 cables here.


Building a Deep Learning PC

There'll be some left over.


Building a Deep Learning PC

Look.


Building a Deep Learning PC

You need cables, bruh.


Building a Deep Learning PC

Power supply.


Building a Deep Learning PC

Done.


Building a Deep Learning PC

PC.


Building a Deep Learning PC

So, let's put the power supply in.


Building a Deep Learning PC

This video might turn out to be four hours long.


Building a Deep Learning PC

It probably will.


Building a Deep Learning PC

Take the sticker off the, there's a sticker on there I think.


Building a Deep Learning PC

Unless you want to leave it on.


Building a Deep Learning PC

Keep it shiny.


Building a Deep Learning PC

Perfect.


Building a Deep Learning PC

Where does this go?


Building a Deep Learning PC

So, it should go in like that.


Building a Deep Learning PC

Oh, actually, like that I think.


Building a Deep Learning PC

So, there's a spot for your fan.


Building a Deep Learning PC

Oh, that is cool.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

Look.


Building a Deep Learning PC

That seems like it's in.


Building a Deep Learning PC

Oh, that's much better.


Building a Deep Learning PC

Just need a bit of, just need a bit of oomph.


Building a Deep Learning PC

Give it a bit of love.


Building a Deep Learning PC

Oh, it's bent down here too.


Building a Deep Learning PC

This case is warped, man.


Building a Deep Learning PC

Look at that.


Building a Deep Learning PC

That's how it came.


Building a Deep Learning PC

Who's this brand?


Building a Deep Learning PC

I don't know if it, look, no, actually.


Building a Deep Learning PC

Silverstone.


Building a Deep Learning PC

These are actually good cases.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Someone's, I don't know.


Building a Deep Learning PC

I think it just might've been rough handled in the post.


Building a Deep Learning PC

Like, I remember, I'm not going to, actually.


Building a Deep Learning PC

I worked in a postal service once.


Building a Deep Learning PC

Hey, you want this box?


Building a Deep Learning PC

Whoop.


Building a Deep Learning PC

So, notice these little risers here.


Building a Deep Learning PC

So, we've got to put nine of those in.


Building a Deep Learning PC

Nine?


Building a Deep Learning PC

So, you'll see that there's already four.


Building a Deep Learning PC

And then they don't put the others in.


Building a Deep Learning PC

There's two here.


Building a Deep Learning PC

Because if you have a, yeah, so there's two.


Building a Deep Learning PC

So, we have to put the other three in.


Building a Deep Learning PC

So, we've got to put these three here.


Building a Deep Learning PC

Yep.


Building a Deep Learning PC

So, chuck those in.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

So, there'll be a few more in there.


Building a Deep Learning PC

See, that's tricks of the trade.


Building a Deep Learning PC

You just don't know.


Building a Deep Learning PC

Wait.


Building a Deep Learning PC

There's four here?


Building a Deep Learning PC

These are risers?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Is that it?


Building a Deep Learning PC

Dude, this is like, I feel like we're a vet and like this is our animal.


Building a Deep Learning PC

The carcass that we're trying to revive.


Building a Deep Learning PC

Don't worry, buddy, we're putting you back together.


Building a Deep Learning PC

We'll get you out of here.


Building a Deep Learning PC

It just might be a while.


Building a Deep Learning PC

Clearly being, you know, how to get...


Building a Deep Learning PC

Oh, no, that's the top.


Building a Deep Learning PC

That's the top.


Building a Deep Learning PC

The dent is so big.


Building a Deep Learning PC

Okay.


Building a Deep Learning PC

So, we've hit a roadblock.


Building a Deep Learning PC

There's a massive dent on the bottom and the top.


Building a Deep Learning PC

We had a little discussion.


Building a Deep Learning PC

Do we want to replace the case?


Building a Deep Learning PC

And you know what?


Building a Deep Learning PC

We're going to push forward.


Building a Deep Learning PC

We're going to get this build done.


Building a Deep Learning PC

Broken case or not?


Building a Deep Learning PC

Because we want progress, not perfection.


Building a Deep Learning PC

There's a bit of philosophy for you.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

I should have warned you about that cliche.


Building a Deep Learning PC

Let's get this in here.


Building a Deep Learning PC

We're putting a heart.


Building a Deep Learning PC

We're putting a heart back in you dinty.


Building a Deep Learning PC

Bring you to life.


Building a Deep Learning PC

Look at that.


Building a Deep Learning PC

That actually went in way easier than I thought.


Building a Deep Learning PC

Plenty of space.


Building a Deep Learning PC

So chuck it in.


Building a Deep Learning PC

There you go.


Building a Deep Learning PC

So you get the back plate lined up.


Building a Deep Learning PC

Looks good.


Building a Deep Learning PC

It's not even bent.


Building a Deep Learning PC

It works.


Building a Deep Learning PC

We've got some IO coming out the back.


Building a Deep Learning PC

Yes.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

Exploded.


Building a Deep Learning PC

Now, you screw it in.


Building a Deep Learning PC

So, yeah.


Building a Deep Learning PC

Line up these holes.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Easy.


Building a Deep Learning PC

I think use these ones.


Building a Deep Learning PC

Oh, trying to remember.


Building a Deep Learning PC

I think these ones look better.


Building a Deep Learning PC

Oh, fuck.


Building a Deep Learning PC

I'm trying to remember.


Building a Deep Learning PC

Just guess and check.


Building a Deep Learning PC

I don't think it actually makes that much of a difference.


Building a Deep Learning PC

Which one has nine?


Building a Deep Learning PC

The last screw.


Building a Deep Learning PC

It's going in.


Building a Deep Learning PC

Look at that, mate.


Building a Deep Learning PC

Progress.


Building a Deep Learning PC

Done.


Building a Deep Learning PC

We're on.


Building a Deep Learning PC

Still got so much to go.


Building a Deep Learning PC

Hold on.


Building a Deep Learning PC

Where is it?


Building a Deep Learning PC

No, I like that sound.


Building a Deep Learning PC

Drat.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

What are you telling me it doesn't work yet?


Building a Deep Learning PC

What do we got now, boss?


Building a Deep Learning PC

Next thing, cables.


Building a Deep Learning PC

Before we put the card in, because once you've got that card in, it's going to be a bit of


Building a Deep Learning PC

a pain in the ass to get everything in.


Building a Deep Learning PC

So we'll plug all the motherboard in and then, yeah, we'll do the graphics card at the end.


Building a Deep Learning PC

Sweet.


Building a Deep Learning PC

So tip it back up?


Building a Deep Learning PC

Yeah, tip it up.


Building a Deep Learning PC

Now, so let's do these one by one.


Building a Deep Learning PC

So do this one first because it's the widest, so it needs to have a clear path so you can


Building a Deep Learning PC

get the case back on.


Building a Deep Learning PC

So this one has to go up here, I believe.


Building a Deep Learning PC

Do you want to have a look on the other side?


Building a Deep Learning PC

Is it this one or the middle one, which is better?


Building a Deep Learning PC

Probably the top.


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

But six to one half dozen the other.


Building a Deep Learning PC

No, no, no, no.


Building a Deep Learning PC

Go up the top.


Building a Deep Learning PC

We're going to make it look decent.


Building a Deep Learning PC

You'll actually see this.


Building a Deep Learning PC

Fish on.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

This is good teamwork.


Building a Deep Learning PC

Thread it through to me, brother.


Building a Deep Learning PC

This you should be able to go up here.


Building a Deep Learning PC

Look at all this.


Building a Deep Learning PC

They've thought of everything here.


Building a Deep Learning PC

Oh no, there's two slots here.


Building a Deep Learning PC

Okay, so put it to do the one to your right, the four.


Building a Deep Learning PC

They're both four.


Building a Deep Learning PC

Oh, hang on.


Building a Deep Learning PC

Oh, did you?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Okay.


Building a Deep Learning PC

So hang on, you've got this one too.


Building a Deep Learning PC

Oh, that's easier.


Building a Deep Learning PC

Hang on.


Building a Deep Learning PC

Where's the other CPU?


Building a Deep Learning PC

There should be another CPU.


Building a Deep Learning PC

Here you go.


Building a Deep Learning PC

So they're both, they split though, right?


Building a Deep Learning PC

So you need to put 12 in and you've got 16.


Building a Deep Learning PC

So there's four, four, four, four.


Building a Deep Learning PC

So chuck both of those in the one on the right.


Building a Deep Learning PC

If you put them together, it'll make the eight to go in.


Building a Deep Learning PC

And in this one, we'll just use four of it.


Building a Deep Learning PC

Can you get away with just having one in there or just that one?


Building a Deep Learning PC

No, you'll need it to come through.


Building a Deep Learning PC

There you go.


Building a Deep Learning PC

We're in.


Building a Deep Learning PC

Only one of those will go in.


Building a Deep Learning PC

Yep.


Building a Deep Learning PC

And that four.


Building a Deep Learning PC

That's so confusing.


Building a Deep Learning PC

Look at the concentration.


Building a Deep Learning PC

Am I poking my tongue out yet?


Building a Deep Learning PC

I need a hat backwards here.


Building a Deep Learning PC

Like a fringe you're losing height.


Building a Deep Learning PC

Come on man.


Building a Deep Learning PC

It's like that Keanu Reeves scene where he's hacking and he's just like, come on man.


Building a Deep Learning PC

Oh, we got one.


Building a Deep Learning PC

Oh, I slipped out.


Building a Deep Learning PC

So the amount of innuendos in this.


Building a Deep Learning PC

Oh no, they both slipped out.


Building a Deep Learning PC

So what do we got that we need to put on there?


Building a Deep Learning PC

So you want to start at the bottom and then do the top row last.


Building a Deep Learning PC

So I would start with the power LED.


Building a Deep Learning PC

So you've got a power LED plus power LED minus.


Building a Deep Learning PC

Looks like you've got two power LED minus, so I guess just do both.


Building a Deep Learning PC

So I'd probably do this one, leave a gap between them and do these.


Building a Deep Learning PC

So I'd do them like that.


Building a Deep Learning PC

So the minus on the bottom right hand corner.


Building a Deep Learning PC

You want to hold that?


Building a Deep Learning PC

Yeah.


Building a Deep Learning PC

Perfect.


Building a Deep Learning PC

Yes.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

We got them in.


Building a Deep Learning PC

So your power switch now works.


Building a Deep Learning PC

That's those.


Building a Deep Learning PC

Another amazing transition.


Building a Deep Learning PC

This monitor is actually very sleek.


Building a Deep Learning PC

Very stoked with this.


Building a Deep Learning PC

So that was on.


Building a Deep Learning PC

So now what are we checking the post?


Building a Deep Learning PC

Is the monitor on?


Building a Deep Learning PC

On now power.


Building a Deep Learning PC

Moment of truth.


Building a Deep Learning PC

You ready?


Building a Deep Learning PC

Three, two, one.


Building a Deep Learning PC

I see some lights.


Building a Deep Learning PC

Oh, I see some lights.


Building a Deep Learning PC

We've got a spinning fan.


Building a Deep Learning PC

That's tick and I got some lights down here.


Building a Deep Learning PC

Does red mean go?


Building a Deep Learning PC

English?


Building a Deep Learning PC

Yes.


Building a Deep Learning PC

Is there any output?


Building a Deep Learning PC

No, no HDMI signal.


Building a Deep Learning PC

Hmm.


Building a Deep Learning PC

There we go.


Building a Deep Learning PC

We're on.


Building a Deep Learning PC

It's on.


Building a Deep Learning PC

There's light.


Building a Deep Learning PC

CPU fan.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

That's cool.


Building a Deep Learning PC

I've never seen that before.


Building a Deep Learning PC

Easy mode.


Building a Deep Learning PC

It's your life.


Building a Deep Learning PC

There you go.


Building a Deep Learning PC

Easy money, baby.


Building a Deep Learning PC

Easy money.


Building a Deep Learning PC

There we're good.


Building a Deep Learning PC

We're good.


Building a Deep Learning PC

System works, right?


Building a Deep Learning PC

So now we just got-


Building a Deep Learning PC

Three twinkies of RAMs.


Building a Deep Learning PC

Intel, Intel i7 1070K, 10700K.


Building a Deep Learning PC

Perfect.


Building a Deep Learning PC

So now-


Building a Deep Learning PC

Fish on.


Building a Deep Learning PC

Now for the fun stuff.


Building a Deep Learning PC

The GPU.


Building a Deep Learning PC

That monster, yeah.


Building a Deep Learning PC

The big dog, the bling.


Building a Deep Learning PC

Right there.


Building a Deep Learning PC

All right.


Building a Deep Learning PC

Let's get this big dog over here.


Building a Deep Learning PC

Let's turn this bad boy off.


Building a Deep Learning PC

That is a nice screen.


Building a Deep Learning PC

And-


Building a Deep Learning PC

The Titan.


Building a Deep Learning PC

big dog. This is a work of art. I could probably put on the screen at some point the specs of this thing.


Building a Deep Learning PC

It has a lot of flops, I know that.


Building a Deep Learning PC

Okay, there we go. Look at that. You gotta peel that plastic back dog. Wait, here? Yeah,


Building a Deep Learning PC

there's a plastic dog. The plastic porn. Oh, God, that's good. I like that smell. I don't know what


Building a Deep Learning PC

it is. I like that smell. Yeah, okay. How many outputs? What are there? Three display ports and


Building a Deep Learning PC

an HDMI. Oh my God. Look at that. It's like a giant bone candy. Is this from the future?


Building a Deep Learning PC

No. This is unreal. Let's put it in. A black hole is going to shoot out the front of it as soon as


Building a Deep Learning PC

you drag it in. Does it just clip in? Hold on. We're not over there. Oh, hang on. Before you do,


Building a Deep Learning PC

sorry. Watch out. Come back in. Oh, frick. Oh, no. We're good. Do they pop out? They just slip.


Building a Deep Learning PC

Yeah, clip off. There you go. All right. Slot it in. Boom. Titan. The Titan. Look at that.


Building a Deep Learning PC

Get a close up of that one. The Titan. I got a fingerprint on it.


Building a Deep Learning PC

Little white gloves out. Okay. Now, do we screw this in? We do. Here you go. And put this in as well.


Building a Deep Learning PC

Boom, boom. Does this one go there? Yeah. Yeah. God, that looks good.


Building a Deep Learning PC

You just need another one. I just need two. I just need two, all right? So, big shout out to


Building a Deep Learning PC

Shannon. Thank you for the video. I'm probably going to be reaching out soon for another one


Building a Deep Learning PC

once I make good use of this one. Don't you worry, I will. Okay. 24 gigs of VRAM ready to go.


Building a Deep Learning PC

We plug this in. Yep. Couple cables. Dual power. We got to go. Plugged in. What should be the


Building a Deep Learning PC

benchmark? How could I test this? How quick can you train? CIFAR 10 or something? Yeah.


Building a Deep Learning PC

Because I can't do ImageNet. That's going to take too long. What's that, like five days?


Building a Deep Learning PC

All right. Where does this one go? So, what do we want to do with these cables? We can handle those


Building a Deep Learning PC

later. Yeah. But look at that. All right. Do you want to plug it into the monitor? Yeah.


Building a Deep Learning PC

I think that's thumbnail right there. Hold on. Make it look nice and neat.


Building a Deep Learning PC

Look at that action. That is some seriously good looking inside of a computer. You know what I


Building a Deep Learning PC

was saying before, I was never really into PCs, but now I'm looking at this. I've been an Apple


Building a Deep Learning PC

fanboy for a few years. I'm looking at this. This is pretty sleek. Now you got to put this on.


Building a Deep Learning PC

Do we need to check that this turns on or anything? That's a good idea. Yeah. But keep this off for


Building a Deep Learning PC

the time being? I guess. Yeah. Okay. We'll keep this off for the time being. I mean, it looks good


Building a Deep Learning PC

naked. It does. So, plug it back in. With big dental talk. Yeah. Look at that. We thought about


Building a Deep Learning PC

taking it back, but we're keeping the dent. Look, see? That's all right. Brand new computer already


Building a Deep Learning PC

dented. There's some more philosophy for you. Time is your most valuable asset. So, let's get this


Building a Deep Learning PC

sleek back up in here. And then we're going to, we don't have much footage left from the camera. So,


Building a Deep Learning PC

we're probably going to time lapse or time travel to when we power back on. Okay. So, the camera's


Building a Deep Learning PC

about to die. So, we don't have much time. So, this better work. Oh, it lights up. It lights up.


Building a Deep Learning PC

Dude. Oh, that's sick. It works. It lives. It lives. Boom. We're on. Look at that. Smart fan,


Building a Deep Learning PC

32. CPU temp, 34. That's good. System temp. Is that, are we on? I think we're on. We're officially


Building a Deep Learning PC

on. Yes, brother. Good job, brother. Did it. All right. Now to- Now for the fun part. Good luck.


Building a Deep Learning PC

Load some software, which I've never done before. And then that's it. Load some software and get


Building a Deep Learning PC

it running. I love that. That looks sleek. It doesn't have the panel on. Yeah. And do you want


Building a Deep Learning PC

to- Oh, yeah. Okay. So, we got some, the hardware's done. Now we're onto the software. We got some


Building a Deep Learning PC

progress here. Here we're loading. We're actually- There's a keyboard, mouse, USB stick.


Building a Deep Learning PC

We're following this little guide to install LubeBun 2. I just tried to use this mouse on the


Building a Deep Learning PC

Mac. So, I'm running two computers here. Here we go. Prepare to install LubeBun 2. Let's come over


Building a Deep Learning PC

here. Install LubeBun 2. Yes. I would like to detect keyboard layout. Please place one of the


Building a Deep Learning PC

following keys. R, Z, no. It's not a Russian keyboard. Continue. Normal installation.


Building a Deep Learning PC

Use. Oh, yes. Here we go. Erase disk and install LubeBun 2. Yes. There's nothing on here at the


Building a Deep Learning PC

moment. Install it on- This is what I want it to do. So, I've got two hard drives. I want to


Building a Deep Learning PC

install it on the SSD, I believe. Install. If you continue, the changes listed will be


Building a Deep Learning PC

overwritten. Did this continue? Where am I? Brisbane. Your name? Daniel. Choose a password.


Building a Deep Learning PC

Weak password. Too bad. Welcome to Ubuntu. Yes. All right. So, that is installing there.


Building a Deep Learning PC

I believe the next thing after that is to test it out once I've got an operating system on


Building a Deep Learning PC

here. I've chosen to use Linux. I'll get a web browser and a terminal. And then I should be able


Building a Deep Learning PC

to install conda through the terminal and get an environment running and then we can test it out.


Building a Deep Learning PC

Oh, yeah. Look at that little cat. Installation complete. Ready to start the computer to use


Building a Deep Learning PC

your new installation. Restart now. Thank you. Oh, look at that. There we go. Ubuntu. Daniel.


Building a Deep Learning PC

That is me. Thank you. Password. Oh, we're going to- Look at that. So cool. Now, this isn't connected


Building a Deep Learning PC

to the web yet. So, we've got Firefox. We've got Thunderbird Mail files. Beautiful. Is there a


Building a Deep Learning PC

terminal? How do I open up a terminal? We have some great news. After a few hours of troubleshooting,


Building a Deep Learning PC

it looks like we've got a GPU running on here. So, I went through a great article on here,


Building a Deep Learning PC

installing TensorFlow with CUDA and CU-DNN GPU support on Ubuntu 2004. So, I have the latest


Building a Deep Learning PC

version of Ubuntu as of the recording on here, 2004. So, long story short is once you install


Building a Deep Learning PC

TensorFlow, like by just going like pip install TensorFlow, you still need to, if you're installing


Building a Deep Learning PC

it on a fresh machine, install CUDA drivers. I'm not going to go into what CUDA is, but basically,


Building a Deep Learning PC

it's what allows TensorFlow to be run on your Nvidia GPU. So, I went through a whole bunch of


Building a Deep Learning PC

documentation here of how to get this started. There's some great threads on Ask Ubuntu. I'll


Building a Deep Learning PC

link all of this in the description below slash I'll probably put together my own article of how


Building a Deep Learning PC

I got this set up because it did take a few hours of troubleshooting. But long story short,


Building a Deep Learning PC

I've now got a test environment set up. Got a little Jupyter notebook running. I created a


Building a Deep Learning PC

conda environment, installed TensorFlow, installed the CUDA packages required to run TensorFlow on


Building a Deep Learning PC

the GPU. Now, if we look here, Nvidia SMI. So, when I first started, when I first got this


Building a Deep Learning PC

environment running, this was not showing anything running Nvidia SMI. So, I'm going to


Building a Deep Learning PC

import this now. So, here we go. So, this is running, running anything running Nvidia SMI.


Building a Deep Learning PC

There's my Titan RTX. Boom! 24 gigabytes of GPU memory. Very stoked. That's what's running on


Building a Deep Learning PC

there. So, now, if I import TensorFlow as TF, TensorFlow version 2.3.0. Now, this little command


Building a Deep Learning PC

here, TF config list physical devices GPU, is going to show you how many GPUs you're running.


Building a Deep Learning PC

It's zero index, so it would be, say I had two there,


Building a Deep Learning PC

it would be zero one.


Building a Deep Learning PC

So if I create this variable, that's gonna be on the GPU.


Building a Deep Learning PC

I've already downloaded some data to try it out,


Building a Deep Learning PC

because that's what you gotta try out, right?


Building a Deep Learning PC

And there's another command here,


Building a Deep Learning PC

TensorFlow to test if your TensorFlow version


Building a Deep Learning PC

is built with CUDA.


Building a Deep Learning PC

So if I copy this, copy,


Building a Deep Learning PC

and I'm still getting used to this keyboard layout,


Building a Deep Learning PC

by the way.


Building a Deep Learning PC

So this would appear true if it's built with CUDA.


Building a Deep Learning PC

If it appears false, this little command,


Building a Deep Learning PC

your TensorFlow version is not built with


Building a Deep Learning PC

in the way that it can utilise the GPU.


Building a Deep Learning PC

So you want this to return true.


Building a Deep Learning PC

And then, let's see if we got some code to run.


Building a Deep Learning PC

Boom, gonna create like a little image classifier.


Building a Deep Learning PC

This is some code I've written before.


Building a Deep Learning PC

It's gonna classify different food images,


Building a Deep Learning PC

create an image augmentation layer,


Building a Deep Learning PC

and we got a model we're gonna use just a basic ResNet-50,


Building a Deep Learning PC

bit of transfer learning.


Building a Deep Learning PC

This should run pretty fast.


Building a Deep Learning PC

Epoch number one.


Building a Deep Learning PC

Boom, look at that.


Building a Deep Learning PC

That's running on the Titan X in the background now.


Building a Deep Learning PC

The longest step is gonna be actually the,


Building a Deep Learning PC

the training will go pretty fast,


Building a Deep Learning PC

but because there's almost four times as many test images,


Building a Deep Learning PC

look at that, 11 seconds per epoch.


Building a Deep Learning PC

We come up here.


Building a Deep Learning PC

There we go, that Titan,


Building a Deep Learning PC

that Titan is running at full capacity.


Building a Deep Learning PC

Not sure if you can see it.


Building a Deep Learning PC

Look at that fan just spinning.


Building a Deep Learning PC

Here we go.


Building a Deep Learning PC

There is nothing more beautiful in the world


Building a Deep Learning PC

than seeing a deep neural network train.


Building a Deep Learning PC

Actually, there's probably a few things,


Building a Deep Learning PC

but this is up there.


Building a Deep Learning PC

This is probably top three.


Building a Deep Learning PC

Look at that run through on the GPU.


Building a Deep Learning PC

We got about eight seconds per epoch.


Building a Deep Learning PC

So that's about equivalent to what you'd get on a Colab GPU


Building a Deep Learning PC

running this.


Building a Deep Learning PC

I could fiddle around with the batch size and whatnot


Building a Deep Learning PC

and make it probably a bit more optimized


Building a Deep Learning PC

for using more memory,


Building a Deep Learning PC

but friends don't let friends use batch sizes


Building a Deep Learning PC

of more than 32.


Building a Deep Learning PC

Anyway, I'm very excited for this.


Building a Deep Learning PC

I got a whole bunch of cleaning up to do,


Building a Deep Learning PC

namely figuring out what kind of setup


Building a Deep Learning PC

is gonna happen here.


Building a Deep Learning PC

I think I'm gonna put this box down there and run it.


Building a Deep Learning PC

I'll probably run it as someone mentioned on Twitter.


Building a Deep Learning PC

I can run a VS Code extension from my MacBook Pro


Building a Deep Learning PC

and SSH into that machine.


Building a Deep Learning PC

So that's probably what I'll do.


Building a Deep Learning PC

So I can just run write code on one computer,


Building a Deep Learning PC

but execute it on another.


Building a Deep Learning PC

So basically this will just set up as a,


Building a Deep Learning PC

I'll set this up as a physical VM,


Building a Deep Learning PC

just sitting here maybe.


Building a Deep Learning PC

But I'm not sure.


Building a Deep Learning PC

Anyway, check all the links in the description below


Building a Deep Learning PC

for everything and I'll probably,


Building a Deep Learning PC

there's probably something I'm missing.


Building a Deep Learning PC

So if I am, I'll add a little outro after this,


Building a Deep Learning PC

but otherwise happy building, happy coding,


Building a Deep Learning PC

keep learning, keep creating.


Building a Deep Learning PC

I'll see you next time.


Building a Deep Learning PC

My thanks to Jeff for the Instagram post!


Building a Deep Learning PC

If you want to see more videos like this, make sure you subscribe to him and turn notifications on.


Building a Deep Learning PC

I am part of the


Building a Deep Learning PC

NTOA


Building a Deep Learning PC

community alone.


Building a Deep Learning PC

You can work for NTOA,


Building a Deep Learning PC

without a formal


Building a Deep Learning PC


Learning How to Build What's Next at Google Cloud On Board Brisbane

Something I'm really excited for is tomorrow. The event I mentioned last week is tomorrow.


Wait, I just said tomorrow like three times. But anyway, Google Cloud onboard Brisbane.


Let me show you what's what's it gonna be. So 830 a.m. We have registration, welcome and building


what's next with the Google platform,


introduction to Google Cloud Platform, whole bunch of stuff with the Google Cloud Platform, storage,


everything to do with Google Cloud Platform and it goes to a 530 and my favorite thing is the first 50 attendees will receive an


exclusive Google Cloud gift. What do you think it'll be? Google Cloud credits, Google hat, Google shirt. That'll be really cool.


I think I'd like a Google hat or maybe a Google shirt. That'll be awesome.


Anyway, it's not about the free gifts. It's about the knowledge that I'm excited for.


I will try to be one of the first 50 people there. I'll bring you guys with me, of course. Let's check it out.


So we're heading into the Google Cloud event. My mum just dropped me off at the train station.


So thanks mum. Little tip for going into these things is if you're nervous, just think about what other people would think.


We're all on the same page, right? So I think about what I would talk about if I was, or I think about what I...


If you're a little bit nervous going to these events, which I am, I'm sort of talking myself through it at the moment,


I just think about what would other people think of me attending this stuff.


I'm thinking what would I think of them? Sorry. I think we're all on the same page here. We're all friends.


We all love Google Cloud. We all love AI. So


why would I be nervous?


Enjoy that.


Morning. I'm Daniel. Daniel Burke. I think it's just at the bottom there. Yes.


Thank you so much. I got a name badge. It's official.


All right, so you know how I said the first 50 people in get a get a sort of little gift. Well, check it out.


Let's do a quick unboxing before we go in. I got here super early. So it's still about half an hour before we go in.


Look at that. It's a shiny little water bottle.


You'll be seeing this in videos to come.


It's so cold in here.


We just finished the first session or the first two sessions actually and that was sort of like getting started with Google Cloud and then


a little bit of a tour of how to


of what Google Cloud services offer. The next stage is virtual machines and then eventually I think the last


session is on machine learning APIs, which is what I'm most interested in and it's supposed to be lunchtime now,


but I'm going for a walk and plus the line for lunch is is way too big.


I don't know if you can see it. I just walked away from it. All the way down there. All these people here are waiting for lunch.


So I'm gonna walk around this building for a bit and check it out and then


yeah, I'll show you what's on offer for lunch. I forgot to mention my favorite takeaway from the first session so far is of course the


scalability and the services that the Google Cloud Platform offer. But not only that is that the whole


platform is powered by renewable energy. That's a major major major up in my books.


I think that's that's the only way we're gonna move forward going forward in the future.


But Google know how to put on a spread. Look at this food.


We've got about three different types of sandwiches, pasta, salad, tuna, fish, sweet potato, my favorite vegetable there.


I'm gonna eat this lunch.


I sort of ducked away from the group for the time being and eat this food and then go back and mingle and


talk to some people, meet some people, find out what they're excited about and we're back into classes.


Okay, so session three, four, five, we're about Kubernetes, which is like TensorFlow,


but for developing web applications so you can transfer them easily between,


you can transport them easily between, how do I explain this?


Kubernetes, which is like TensorFlow but for web applications.


So you can use it across different platforms much like TensorFlow is like a universal language for deep learning.


Kubernetes is like a universal language for shifting applications across different platforms and also the good


Google CDN, which is cloud delivery network, utilizes Google's cloud network and a whole bunch of their infrastructure,


which is plenty of cables underground.


They even had a video of a shark eating one of the Google cables, which was kind of funny,


the one that runs from the US to Australia.


We got lots of sharks in Australia. That was blazingly fast.


Apparently it's 25% or maybe a bit more faster than AWS.


So that was really cool. The last session is what I'm most excited about, which is about machine learning and AI.


I'm about to jump into that.


I didn't get too much footage of the last session of the Google Cloud Platform.


You probably see on screen at the moment that there was,


it wasn't the greatest environment to film in.


Like I could get some of the screen but not all of it.


So I thought rather than showing you exactly what I saw, I'll just tell you it back in my own words.


So my favorite parts of the last session were the fact that you have access or we all have access to the


AI and machine learning APIs on the Google Cloud Platform.


So which means all you need to do is make use of the already available APIs to build your applications


and your job gets done in a faster way.


They range from something like speech to text, natural language processing,


can even scan your videos and embed subtitles along them.


So that's really cool. I might have to try that.


That's in beater at the moment. I might have to try that on one of my videos in the future.


I think that'd be a pretty fun project.


And there's also image recognition.


So essentially what does this mean?


Well, it means that you and I, if we wanted to start like an AI startup,


we could take the best AI company in the world.


We could use their platform to build the base layer, the foundation of our product


and then build on top of that.


So build our layer on top of it.


Like say for example, you use a speech to text API,


then you build an app on top of that and then you package that up


and you can put that on the app store thanks to things like Cloud ML.


I think it's Core ML. I'm not entirely sure.


It might be wrong. Core ML, I think that's the Apple one.


I'm not entirely sure.


But the way how you can run machine learning algorithms directly from the phone


or directly from the cloud.


So essentially massive takeaway from the Google Cloud Platform event


was Google Cloud is expanding rapidly, rapidly.


Like the fact that they laid a cable from the US to Australia


just shows how much how keen they are just to build this infrastructure out.


So people like you and I and even Google themselves


can provide the best cloud service in the world.


And I've used AWS in the past and I was talking to some people there about AWS


and they said it's the best at the moment.


But what they heard of the Google Cloud Platform


and said that it's just blowing out of the water.


It's getting better and better and better.


At the end, I met up with a lovely gentleman.


He was originally from India, moved to Australia, started his own business.


So Kieran, it was very nice to meet you.


So shout out to Kieran.


It's awesome what you're doing in the education space.


So you really inspired me.


Two more things about the Google Cloud Platform.


I finished off with a little certificate here, which I think is pretty cool.


I like the fact that it's got like the div tags here on my name.


So you'll see that on my LinkedIn or something like that


and I'll put on the wall maybe.


But yeah, that's a nice gift.


And one more thing I'll show you.


Check this out.


Stop that.


What?


The whole pinging and the binging and the shirt changing.


Oh, hey future Dan.


Just tell the people what you're up to.


Yeah, I know, but it just makes for effect.


It's cool.


I think it's cinematic.


You don't agree?


Okay, okay.


For the rest of today, I'm working through the artificial intelligence nanodegree.


Almost onto the machine translation project.


So I'm working through the NLP pipeline classes at the moment,


which is text processing, feature extraction, and then modeling.


More to come with that.


How come you've got the same t-shirt on as me?


I can wear whatever I want.


I'm from the future.


I want to change my clothes and just generate something new.


I don't have to pick out my wardrobe because I can just change it whenever I want.


Future's really cool.


Trust me.


I've told you this.


Oh, now that's cool.


Now future Dan, does all this stuff work out in the future?


I know you're from like 2048 or something.


You never really tell me where you're from, but this whole AI and stuff,


does the world better place in the future?


Oh, I can't tell you that.


That's future code.


All I can say is that it's really cool and keep doing what you're doing.


Yeah, that's true.


Keep it up.


All right.


Simple, but true.


Thanks future Dan.


Inside a $600,000,000 Australian Tech Company

I'm going to suggest that.


See you mum.


Thank you.


Some cool shots of the sunrise there and it is early and a little bit chilly actually.


We're off to Melbourne today because a couple of weeks ago I organised with a friend some


work experience at a tech company down in Melbourne and it's even though I've started


at Max Kelsen I'm going down to spend two days there to get some more experience to


see how it's run.


This is not a small company either.


They have I think 1400 or something staff in Australia.


It's REA group.


Realestate.com.au is their main site in Australia I think.


They have a few other things but I'll see what I can film down there and bring you with


me.


Let's fly.


And type the


I love exploring bookstores when I'm at the airport.


So many good reads but I didn't buy anything.


I've got my Kindle today.


Need to find out what seat I'm on.


We're going the right way.


Morning.


I'm going to the airport.


How are you today?


Wonderful.


Seven on the flight.


Thank you.


My lucky number.


I'm going to catch a bus to the city.


Good morning.


How are you?


Excellent.


Good thanks.


I need to get to South Yarra.


Cheers.


So untold.


Possible one of the most beautiful buildings I've ever been in.


And I have to talk quiet because it's a library.


Just let me show you.


Look at this, it's exactly what you'd see in the movies.


It's amazing, how could you not want to study in here?


I could spend literally all day, but I've got to go meet my friend before it gets dark


and I need some dinner.


Look there are even people playing chess down here.


So I'm going to go meet my friend, we're going to have some food and then I'm going to do


some reading for tomorrow.


I'm not entirely sure how I'm going to split this video up because I'm here for three days


and I'm going to record a lot of footage.


I don't know, I might put it out as one thing or a couple of videos.


Who knows, we'll find out.


It's early, really early.


The sun isn't even up yet, but I'm heading in early to the airport.


I'm near the place I'm doing the learning experience and I think that's what you could


call it, a learning experience.


I'm going to find a nice little cafe like you're ever in Melbourne.


Melbourne is highly regarded, in Australia at least, for its cafes and coffee shops and


coffee culture and all this sort of stuff.


Which is something I'm not against at all because who doesn't love something warm in


the morning when it's cold?


As for what I'm doing today, I think my first meeting is with Nigel who's the chief inventor


of Ari Aikman.


So I'm excited.


Imagine having a title as chief inventor.


Not just yet.


Yeah.


We're going to do some writing.


Is it sparse in water?


Yeah, we're doing it in the eletica wrap.


What's that?


In the eletica wrap.


Yeah, that'd be amazing.


Thank you.


Cool artworks, eh?


Melbourne is full of these things in the streets and alleyways.


Look at this.


There's Sanic.


Sanic the Hedgehog.


Show me the way to end it all.


But what you saw there was I was answering some questions on LinkedIn.


A lot of messages.


Here's another one.


I think that's...


Is that Johnny Bravo?


I'm not entirely sure.


All these memes.


But I was answering some questions on LinkedIn.


After posting about getting an internship and whatnot and a role,


I had a lot of questions saying, what's the best way to do it?


What are the courses to do?


Where do I start?


Well, to be honest, I'm not entirely sure what the best courses are,


but I can share what I've learned and what worked for me.


So it happened by sharing my work, by putting it out online,


letting people know what I was working on,


and just putting myself out there.


And then someone reached out to me,


and then that person put me in contact with another person,


and then that person put me in contact with another person again,


and then I was offered a role.


And of course, it's important to learn the skills and whatnot.


That's fundamental, of course.


That's a variable we can all take care of.


There is no one magic bullet course.


But I think what's really important is to not forget


how important relationships are in the field.


So if you're looking to break into, whether it's data science,


machine learning, or technology, anything,


start messaging people.


Start going to meetups, meeting people who are involved


in what you want to get involved in.


That's what's worked for me.


Will it work for you?


I'm not entirely sure.


As I said, everyone's journey will be different,


but that's essentially what happened to me.


So start messaging people.


Reach out.


Share what you're working on so people can find you.


That's my advice on how to get an internship.


Morning.


Excellent.


How are you?


I'm here to see Nigel, I think.


I'll get you to sign into the iPad, please.


And Nigel will be your host for today.


Beautiful.


So what do you think of our area?


Pretty good.


I'm going to go back 22 years.


Yeah.


And...


That's not too long.


No, in the 90s, it was just the dot com boom.


That's younger than me.


Totally.


And in the 90s, it was all about how many URLs can you


actually register?


And really, the dot com.au turned out to be a great one.


Over 200 from the guys who originally founded the company.


Over 200 original URLs.


To maintain those, we have to maintain them.


Some of them are hilarious.


And many of them never got executed or were campaign-based