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I usually work with all the ML related stuff i.e. model training etc. on my local system but just this once I decided to go with Google Colab and I'm disappointed. I'm only trying to train a simple MCNN with rather very small dataset (only 400 images) and Colab session keeping on crashing. Once session crashes, you're back to square one and have to run the whole notebook again. Seriously Google? 
Of course I'm working with free tier but it would be nice if they had some other way to warn us about the full utilization of resources. May be have some hard restriction that RAM utilization cannot exceed more than 10GB instead of a crash? Or may be have a better log system in place? Even the logs are super unhelpful.
I tried working with even smaller dataset consisting of only 50 images (8MB) and the session still crashed? How can I utilize 12GB RAM over 8MB dataset?  So not cool Google!
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Anonymous posting isn't allowed.
I signed in already, elephant off.
Original post lost.
Bastard Programmer from Hell 
"If you just follow the bacon Eddy, wherever it leads you, then you won't have to think about politics." -- Some Bell.
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"CodeProject could do even morer betterer" ?
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MehreenTahir wrote: How can I utilize 12GB RAM over 8MB dataset?
Try asking Google ?
«One day it will have to be officially admitted that what we have christened reality is an even greater illusion than the world of dreams.» Salvador Dali
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Maybe they borrowed Microsoft's QA department? 
Freedom is the freedom to say that two plus two make four. If that is granted, all else follows.
-- 6079 Smith W.
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For me, augmented reality(AR) and virtual reality(VR) are't new concepts. Once in my childhood, I dreamed that with the help of virtual reality, someone else would sit at school instead of me. It was my secret plan)
My eight-year-old nephew recently asked me to explain the difference between VR, AR, MR, and RR. Who has had exciting ideas? How can this be explained? I only found VR vs AR vs MR vs XR: Plunge into Virtual Universe | Jelvix[^]this
modified 1-Oct-20 10:45am.
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Aw, there's still so much of the alphabet to go through. Wait until they're done creating new version of reality and then answer the the tyke.
An interesting option for you: in CR (Convenient Reality) he never asked the question. . .
I mean, really, in the subject you have VR, AR, MR, and XR whilst withing the body of your post haveWilliam.Front-end wrote: VR, AR, MR, and RR.
except where you haveWilliam.Front-end wrote: VR vs AR vs MR vs XR:
which points to a reality all your own.
| Ravings en masse^ |
|---|
| "The difference between genius and stupidity is that genius has its limits." - Albert Einstein | | "If you are searching for perfection in others, then you seek disappointment. If you seek perfection in yourself, then you will find failure." - Balboos HaGadol Mar 2010 |
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Having your holograph sit in on a class would be "mixed reality".
Augmented and mixed include reality, virtual does not.
Mixed reality is aware of reality (via space mapping), the others are not.
XR just means any of the "_R" types.
RR is rest and relaxation.
It was only in wine that he laid down no limit for himself, but he did not allow himself to be confused by it.
― Confucian Analects: Rules of Confucius about his food
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**Reality**, dude.
What a concept!
The difficult we do right away...
...the impossible takes slightly longer.
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I saw a chair I wanted but couldn't decide if it fit in the car I was driving, and I didn't want to haul it out to the parking lot, etc.
A virtual box or virtual passenger door / trunk would have been handy.
Virtually pack your moving van to get it right the first time, and so on. No more "packing problems".
It was only in wine that he laid down no limit for himself, but he did not allow himself to be confused by it.
― Confucian Analects: Rules of Confucius about his food
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Gerry Schmitz wrote: XR just means any of the "_R" types.
...or railroad, retirement ranch, a laugh (ar-r-r, a-r-r-r, ar-r-r-r)
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Drink one beer with a friend and that's RR (real reality), drink 10 and you will be in BR (beer reality)
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If you keep following your dreams, will they file a restraining order?
"I have no idea what I did, but I'm taking full credit for it." - ThisOldTony
"Common sense is so rare these days, it should be classified as a super power" - Random T-shirt
AntiTwitter: @DalekDave is now a follower!
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In your dreams!
Freedom is the freedom to say that two plus two make four. If that is granted, all else follows.
-- 6079 Smith W.
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I guess it could also be known as sleep stalking.
“That which can be asserted without evidence, can be dismissed without evidence.”
― Christopher Hitchens
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Catching them is easier if you're riding your knight mare. If you recall you dreams then there's morpheus to listen to as you recount them and your audience can be large if you sand man to gather other listeners.
| Ravings en masse^ |
|---|
| "The difference between genius and stupidity is that genius has its limits." - Albert Einstein | | "If you are searching for perfection in others, then you seek disappointment. If you seek perfection in yourself, then you will find failure." - Balboos HaGadol Mar 2010 |
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Willem Elsschot (1882-1960) wrote: Maar doodslaan deed hij niet, want tussen droom en daad
staan wetten in de weg en praktische bezwaren,
Translates to;
He didn't hit her to death, because between dream and deed,
there's laws in the way and practical objections,
Bastard Programmer from Hell
"If you just follow the bacon Eddy, wherever it leads you, then you won't have to think about politics." -- Some Bell.
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Don't use a Dream Catcher then, you might end up in jail.
// TODO: insert something here
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If your dream is to be an actress and you end up in Harvey Weinstein's office.
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Hi All, where do I post a Visual Studio question ?
"We can't stop here - this is bat country" - Hunter S Thompson - RIP
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"We can't stop here - this is bat country" - Hunter S Thompson - RIP
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plus one for the Hunter Thompson quote 
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pkfox wrote: "We can't stop here - this is bat country" - Hunter S Thompson - RIP
Such a deal as I have for you. Every August bats migrate through the area, dining on all of the late summer insects. I live in a house that's over 140 years old, and the bats like to nest at night in all the nooks and crannies. A few times each season they work their way inside the house, usually in the middle of the night, and I get to deal with them.
I am an expert bat-catcher. The bats usually survive capture and get released outside, although their survival is not exactly a requirement of the process.
Software Zen: delete this;
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