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Machine Learning @ Home

BuckGup
By BuckGup
in Graphics Cards
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What kind of computational power is required for machine learning? Would I be able to use hard ware at home or do I need a super computer?

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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1 minute ago, BuckGup said:

What kind of computational power is required for machine learning?

depends on what you are trying to do 

1 minute ago, BuckGup said:

Would I be able to use hard ware at home or do I need a super computer?

depends, if you have a large amount of data that needs processing, yes. 

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Just now, nerdslayer1 said:

depends on what you are trying to do 

depends, if you have a large amount of data that needs processing, yes. 

Have a robot learn the fastest path to a destination. The stretch goal would be allowing it to make a decision based on a number and other various inputs. 

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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2 minutes ago, nerdslayer1 said:

yes. 

Question: Can i use home hardware or do I need a supercomputer?

Answer: YES

QUOTE/TAG ME WHEN REPLYING

Spend As Much Time Writing Your Question As You Want Me To Spend Responding To It.

If I'm wrong, please point it out. I'm always learning & I won't bite.

 

Laptop:

Lenovo Yoga 7 Air: Ryzen 7840S, 32GiB DDR5

 

Desktop (Old but I never replaced it):

Delidded Core i7 4770K - GTX 1070 ROG Strix - 16GB DDR3 @2000Mhz

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2 minutes ago, BuckGup said:

Have a robot learn the fastest path to a destination. The stretch goal would be allowing it to make a decision based on a number and other various inputs. 

use your computer, if you need a dedicated PC( it will depend on the hardware) get a Nvidia Jetson V2 AKA parker. 

http://linuxgizmos.com/nvidias-new-jetson-tx2-module-runs-linux-on-tegra-parker-soc/

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3 minutes ago, YedZed said:

Ever heard of BreveWalker? Technically machine learning init?

Nope. Looks like a really old ipod game

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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2 minutes ago, nerdslayer1 said:

use your computer, if you need a dedicated PC( it will depend on the hardware) get a Nvidia Jetson V2 AKA parker. 

http://linuxgizmos.com/nvidias-new-jetson-tx2-module-runs-linux-on-tegra-parker-soc/

Yeah we would need hardware on board. Wouldn't say a 1080ti be much faster than the Jetson though?

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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1 minute ago, BuckGup said:

Yeah we would need hardware on board. Wouldn't say a 1080ti be much faster than the Jetson though?

 you are trying to do a simple task, why would you need a gtx 1080ti? 

10 minutes ago, BuckGup said:

Would I be able to use hard ware at home

 

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Just now, nerdslayer1 said:

 you are trying to do a simple task, why would you need a gtx 1080ti? 

 

We need real time data processing from many sensors that then are translated to what the robots will and can do.

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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4 minutes ago, nerdslayer1 said:

a raspberry pi can also do that 

Gets bogged down when you have 4 cameras doing vision tracking. So I wouldn't imagine 4 vision, 4 ultra sonic, 2 kinetics, and LIDAR

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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1 minute ago, BuckGup said:

Gets bogged down when you have 4 cameras doing vision tracking. So I wouldn't imagine 4 vision, 4 ultra sonic, 2 kinetics, and LIDAR

with good programming and decent software, its possible, if you need more power get the Jetson v2 

 

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It depends a lot on the level you want to do it at, you probably can't get a neural network to figure out image recognition, but simple machine learning is actually pretty easy to do. I'd recommend starting with Python, it is easy to GPU accelerate (very important to get good results) and there are excellent learning libraries :) just search for "Python machine learning" on Youtube and pick a series to your liking :) 

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6 minutes ago, nerdslayer1 said:

with good programming and decent software, its possible, if you need more power get the Jetson v2 

 

Tensorflow. My dad has been researching it for a long time now. I mean there are TPUs now and soon to be TPUs in the new Volta line up from Nvidia. I'll look into it more but I am impressed a pi can do that

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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Just now, BuckGup said:

Tensorflow. My dad has been researching it for a long time now. I mean there are TPUs now and soon to be TPUs in the new Volta line up from Nvidia. I'll look into it more but I am impressed a pi can do that

Well, as long as you have enough RAM to hold a few instances you can do it, question is how fast.

Similar to encoding and hashing getting a GPU is a much bigger step then getting a good one.

I worked a bit on an RX480 and a 1080, both do adequate jobs, as long as your model isn't becoming too big (remember it makes training times grow non-linearly)

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1 hour ago, BuckGup said:

Nope. Looks like a really old ipod game

Screensaver. Similar to a really cool experiment by MIT or something. It creates a randomized design, sees how far it goes, and essentially simulates evolution.

i5 6600k and GTX 1070 but I play 1600-900. 1440p BABY!

Still, don't put too much faith in my buying decisions. xD 

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10 hours ago, YedZed said:

Screensaver. Similar to a really cool experiment by MIT or something. It creates a randomized design, sees how far it goes, and essentially simulates evolution.

That sound sick. 

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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Posted
11 hours ago, BuckGup said:

That sound sick. 

It does doesn't it. Last time I tried finding it I couldn't, and the stuff I found was really shady. So idk. Maybe I'll try again now...

i5 6600k and GTX 1070 but I play 1600-900. 1440p BABY!

Still, don't put too much faith in my buying decisions. xD 

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Posted
13 hours ago, BuckGup said:

That sound sick. 

Like this sort of thing. Not brevewalker, but the same idea.

 

And I love stuff like this: 

 

i5 6600k and GTX 1070 but I play 1600-900. 1440p BABY!

Still, don't put too much faith in my buying decisions. xD 

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