plants
Joined 9 years ago
Joined 9 years ago
“average query uses about 0.34 watt-hours of energy” - or 0.00034MWH
Using this calculator: https://www.epa.gov/energy/greenhouse-gas-equivalencies-calc... - in my zip, 0.0002KG of CO2 per MWH. (Though, I suppose it depends more on the zip where they’re doing inference, however this translation didn’t seem to vary much when I tried other zips)
Then, 99.48KG/0.0002KG= 497,400 chatGPT queries worth of CO2 per KG of beef?
Thanks for sharing!
It’s hard to take the rest of the article seriously after reading this!
Fast forward another month or so and there are six hastily thrown together initiatives in which our organization is contracted to other organizations to “help them out”. The team dynamics were atrocious - our team was met with skepticism as to why we were helping out (was the other team not doing their job well enough?), and people on our team were often clueless on the business subject matter that we were supposed to be consulting on.
I was assigned to one of these initiatives, and upon digging into the business problem, our team realized that the feature importance was completely contained within a single categorical feature in the model. All other features in the model were comparable to uniformly randomly generated features. In the selfish interest of being able to claim that they “solved their problem with ML”, it was clear that either the model developer or the team at large had obscured this fact.
In an effort to save face, the VP kept us on the project, despite the poor relations and lack of useful features to improve the model. We didn’t improve the model and eventually, the VP ended up being “pushed out”. Last I checked, this VP is currently the CEO of a startup that recently raised a $100M seed round.
I found it took me 3-4 months of absolutely nothing to not feel burnt out. It took much longer than that to get to a point where I was able to pick up my computer and have fun programming again. I’m now working on a webapp that I intend to turn into a business. I have been pouring myself into it in a way that I haven’t done since I was a new hire.
Hang in there. Maybe ask your boss if you can take an unpaid sabbatical. You will ultimately be much more productive if you get a break, and the time off will give you a chance to clarify to yourself what it is that you want.
Everything else is entirely out of pocket until my $9,000 deductible is met. My coverage is basically a $6,000 guarantee that I won’t be completely bankrupted if I get run over by a garbage truck and live to tell the tale. Otherwise, it’s completely useless. Something’s gotta give.
Then, a month later, I receive a bill indicating a routine procedure that I assumed out of ignorance was covered by insurance (since they took my card and entered the numbers without saying anything to the contrary) for $500 (or, god forbid, more).
If I knew a salad at a restaurant were $200, I probably wouldn’t order it. There is no basic transparency in medical billing, and that needs to change.