what crawled up your ass and died? if I was really taking that bit seriously do you think I would've written "through various leaps of logic and 'faith'"? Do you really think there's no value in the overall conversation or were you just triggered?

So many other people have actually answered the question that your response seems completely asinine

That's a good point, but still, an order of magnitude increase? If they were going to raise prices they would telegraph ahead of time and the increase would be reasonable. I guess we will see if it turns out to be true or not.

And how is it progressing? In my company, we work a lot with forecasting and prediction models. Not the easiest task, right?

seems they confused DKK and € symbols.

> They instantly drive away all their customers.

(Possibly) Not the ones they want to target, big businesses.

Others are saying it's an error.

Collab is a lot of free GPU time being given away and it's getting increasingly used to run AI for open source hobby stuff like stable diffusion and koboldAI. I do not expect that it's sustainable.

Same Slovakia

A4000 or 4070TI for transformers in NLP (Bert, LayoutLM, ...)?

Same for Germany

It was an error. They icreased it but to 11.56 and 52.81 euro for Pro and Pro+

so, technically this is binary optimizer that updates the weight to either -1 or +1 multiplied by lr. Should be tested with "Learning Rate Dropout", i.e. 30% chance to update with -1/+1, otherwise no update.

Must be an error, its illegal for google to do this in the eu, without notice etc.

Italy, 11.28€ pro and 51.54€ pro+

There must be some mistake. Why would they raise the price that much? They instantly drive away all their customers. 95 Euro a month? Lol

Think about what you are suggesting!

It seems to make more sense if they mean DKK rather than euro

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I've been following deep-learning based transcriptomics for a while as it's a tangential interest of mine. VAEs are popular there, and there is a trend to incorporate domain knowledge. These two additional papers [(1), (2)] might interest you.

Austria. For me it's 11.1 Eur for 100, 50.7 for 500

Very likely a translation error

Let's say I have a dataset which contains lots of inputfilename and outputfilename. How should I go ahead if I want to make a machine learning model for this, so that I later on can inject a inputfulename and get a suggestion for outputfilename?

People end up as co-authors on papers for all sorts of reasons. Some co-authors contributed as much to the paper as the primary author. But most of the time the co-authors didn't do a whole lot (maybe just provided some data). Without knowing anything about the paper and how it was produced, I tend to assume the latter.

But as an undergraduate it is definitely something you can point to during interviews. Having already worked on a research project (even if it is just in a minor capacity) makes you more interesting as a candidate. And it serves as a nice entry point into the interview. From there one can discuss what exactly you contributed, what you have learned while doing so and so on.

So I would say: Notable, yes. Something special, no.

433 EUR for 500 compute units seems beyond excessive.

Okay that calms me down a bit, good to hear that it is not happening in the US. Perhaps it is only EU? Or hopefully an error as you say.

Interesting concept, not sure if a corporate dataset will be allowed to be released into the wild. Plus one has to create an account not only to register on their website but also use one’s account info every time the code runs. Not for business use.

This is horrible if true. Usually they announce such changes ahead of time. Seeing your post I rushed to check the current prices but I see no changes at least in the US. I wanna say this is some sort of error.

This is very appropriate. Thank you ! How did you know of this paper ?