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Turn your laptop into a Deep Learning BEAST 

Daniyal Shahrokhian
Подписаться 22 тыс.
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Setup tutorial of an External Video adapter for Deep Learning. Make sure to use an Nvidia graphics card, since AMD lacks the CUDA API that most Deep Learning frameworks use.
===Steps===
1. Get the components:
+ [Mini PCI-E Version] EXP GDC Laptop External Independent Video Card Dock
+ [Nvidia] Graphic Card
+ [at least 400W] Power Supply
+ Monitor
+ WiFi dongle
2. Slip your graphics card into the PCIe slot on the BPlus board.
3. Hook your (not yet powered-on) PSU’s 24-pin ATX power supply pins into the BPlus board.
4. Connect the 8-pin PCIe connector on the board to the 6-pin power connector on the graphics card.
5. Insert the PCIe cable into the laptop, then slide the opposite side of the cable (the one with the HDMI connection) into the HDMI port labled “X1” on the PCIe adapter. At this point you'd also connect your graphics card directly to your external monitor, typically via HDMI or DVI.
6. Fire up that beast yo.
7. Disable the built-in graphics and download the drivers for your card.
8. Profit.

Наука

Опубликовано:

 

12 фев 2017

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Комментарии : 49   
@connermalloy
@connermalloy 7 лет назад
You're the only one with a video on egpu's for a sensible purpose. Looking forward to seeing it do some work. Great upload.
@dshahrokhian
@dshahrokhian 7 лет назад
Thank you Conner.
@igorjablan
@igorjablan 7 лет назад
Very nice and useful video Daniyal Thanks for the upload! ;)
@vacation9441
@vacation9441 3 года назад
will create beast like this thanks
@nautiyogi8386
@nautiyogi8386 6 лет назад
Question is why did you have to use the external monitor ? Didn't quite get it.
@wiiiiktor
@wiiiiktor 5 лет назад
What was the overall cost? Can you paste in links of purchased hardware?
@manashejmadi
@manashejmadi 5 лет назад
wow youre using AMD cards? Good luck on that! CUDA is essential for Training models
@Player_2725
@Player_2725 2 года назад
Basically turning a laptop into a full computer
@sourabhzalke4155
@sourabhzalke4155 6 лет назад
Was it a good choice ? How it is performing ? Does it worked good, are you able to perform heavy deep learning tasks in fast manner ? Please Reply !!!
@sg6sisbro852
@sg6sisbro852 4 года назад
Look I searched so much, it is better to sell old laptop and buy new one. Nowdays 1050 or 1050 ti can be better choice.
@michaelxie1978
@michaelxie1978 6 лет назад
I think the bandwidth is too low, PCIe 3.0 4x? that's only 4GB/s IO rate. This will be an issue with iterations over batches.
@AskGeek
@AskGeek 5 лет назад
Superb .. any way for macbook?
@628sonu
@628sonu 6 лет назад
how did the setup cost total?
@furioustodd5105
@furioustodd5105 7 лет назад
Is external monitor really required for this setup. Can I use the laptop itself as the screen?
@dshahrokhian
@dshahrokhian 7 лет назад
Yes you need a monitor, since the video interface in laptops is output only.
@furioustodd5105
@furioustodd5105 7 лет назад
Thanks. Really nice video and very helpful.
@pedrogalvez6399
@pedrogalvez6399 4 года назад
Hi! I followed your instructions but error 43 arises and my GPU (NVidia 1060) doesnt not work
@alexshi8583
@alexshi8583 6 лет назад
why not just use your desktop as a mainframe and use your laptop as a terminal where ever you go?
@dshahrokhian
@dshahrokhian 6 лет назад
That's a great alternative if you have a good desktop.
@mikefischbein3230
@mikefischbein3230 5 лет назад
What's a good way to do that? Just use something like teamviewer?
@SoniaReginaBordin
@SoniaReginaBordin 6 лет назад
can I use machine learning in game development?
@juancamilo1370
@juancamilo1370 3 года назад
sure
@seenPunktSee
@seenPunktSee 2 года назад
yoo what demension u from?
@nishantkumar3997
@nishantkumar3997 7 лет назад
Hi Daniyal if i wANT TO BUY A LAPTOP FOR DEEP LEARNING budget buy in india what would it be??
@dshahrokhian
@dshahrokhian 7 лет назад
I personally would never buy a laptop with an integrated high-end graphic card, since they weight like a brick and they lose the whole point of a laptop: easy mobility. I know nothing about the market in India tho.
@riteshpatel1460
@riteshpatel1460 6 лет назад
Nishant Kumar go with desktop bro
@8bit_hero850
@8bit_hero850 6 лет назад
Nishant Kumar Alienware
@surajaswin8840
@surajaswin8840 5 лет назад
My 3GB Nvidia 970m is not sufficient. I can hardly do batch training (at max 2 images at once). That too the main problem is, my gpu doesn't run any well established architectures(More the number of parameters, more the problem using my gpu). I am fed up with resource exhausted problems .. So a better option would be a desktop with 8 or 11 GB gpu memory!
@saltybagel7789
@saltybagel7789 3 года назад
say my name is jovaii georgo
@miguelmyers9546
@miguelmyers9546 6 лет назад
Why not just train it on the cloud and save the model
@nautiyogi8386
@nautiyogi8386 6 лет назад
Might become costly in the long run ?
@janewilson8029
@janewilson8029 2 года назад
RECORDED ON A POTATO LESS GOOO did u eat ur camera after u filmed this video XD
@appleolma2042
@appleolma2042 5 лет назад
do i need to connected to the net foe machine learning
@gauravchauhan1645
@gauravchauhan1645 6 лет назад
Why not to train model in aws cloud.. It will be way cheaper..
@srjbora
@srjbora 6 лет назад
Gaurav Chauhan How much does it cost?
@jean4j_
@jean4j_ 6 лет назад
From my understanding it won't be
@tranduy96
@tranduy96 6 лет назад
way cheaper? ahahahah son have you ever tried to train anything in cloud?
@SankhaKarfa
@SankhaKarfa 6 лет назад
Its 3.06$/hr + 0.10$/gb volume in us_east-2 for p3.2x Nvdia V100 16gb, 61gb ram
@nautiyogi8386
@nautiyogi8386 6 лет назад
Better to use something like paperspace or floydhub instead. AWS , GC are pretty costly.Also they don't seem to have the latest GPUs.
@subasurf
@subasurf 6 лет назад
Please turn youtube video stabilization off. It's unwatchable.
@truliapro7112
@truliapro7112 6 лет назад
Can i use GTX 1050ti ?
@zohaibmalik1761
@zohaibmalik1761 2 года назад
WTF MAN WHY YOUR VIDEO SHAKES LIKE THAT. THAT BLURRY VIDEO? PROBABLY GAVE ME A HEADACHE
@OEFarredondo
@OEFarredondo 5 лет назад
Step 6 lol
@omitsura
@omitsura 7 лет назад
Just buy normal desktop. video cards are more expensive parts of the build, they are just left flapping in the breeze. Slightly wrong move of wrist sends the card flying off your desk.
@dshahrokhian
@dshahrokhian 7 лет назад
Well, if you usually work from the same place, then a desktop is a better solution. I went with the eGPU option because I travel every now and then, and carrying an ATX with me is much more of a hassle than just a graphic card, which can easily fit in my luggage.
@FuZZbaLLbee
@FuZZbaLLbee 6 лет назад
Daniyal Shahrokhian but what about the desktop power supply? Would it be possible to modify a laptop adapter from an old laptop?
@ExtremeCrafter
@ExtremeCrafter 2 года назад
hi
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