1,767 karma · joined February 5, 2013
The GNOME developers have signaled over and over again that they're unwilling to provide stable APIs for UI customization. Being a developer myself, I can see why it's a burden, but the current situation is that it's being done anyway through unofficial extensions and users are left to deal with the random breakage.
Why not just use JsonCpp then?
https://github.com/open-source-parsers/jsoncpp
It's a native C++ parser which is mature, actively maintained, and likely safer than a low-level C parser implementing its own string buffers.
Also mentioned here: https://amiga.resource.cx/exp/a3640
I thought the CNBC stream was actually live, but after listening in for some time, I noticed that it had looped around at least once.
I didn't install any spins, just the Plasma desktop packages and the few KDE apps I use. GNOME still works, but I rarely log into it.
However, when it comes to polluting rivers, sea and air, consequences of pollution are of often planet-wide. Thus, a global approach is required.
That said, the sooner Starship achieves full reusability, the sooner we'll stop burning rocket stages into the atmosphere and letting the incombustible parts fall into the ocean.
Can someone explain how they carefully rethought the theory to reduce the number of mirrors from more than 6 to just 2 (or 4)?
"We live in a semi-barbaric age where science is probing the finest details of matter, space and time—but many of the discoveries, paid for by taxes levied on the hard-working poor, are snatched, hidden, and sold by profiteers."
def forward(self, x):
x = x + self.attn(self.ln_1(x))
x = x + self.mlp(self.ln_2(x))
return x
This is how it's described (starting at 19:00 into the video):"This is the pre-normalization version, where you see that x first goes through the layer normalization [ln_1] and then the attention (attn), and then goes back out to go to the layer normalization number two and the multilayer perceptron [MLP], sometimes also referred to as feed-forward network, FFN, and then that goes into the residual stream again."
"And the one more thing that's kind of interesting to note is: recall that attention is a communication operation, it is where all the tokens - and there's 1024 tokens lined up in a sequence - this is where the tokens communicate, where they exchange information... so, attention is an aggregation function, it's a pooling function, it's a weighted sum function, it is a reduce operation, whereas this MLP [multilayer perceptron] happens every single token individually - there's no information being collected or exchanged between the tokens. So the attention is the reduce, and the MLP is the map."
"And the transformer ends up just being repeated application of map-reduce, if you wanna think about it that way."
def forward(self, x):
x = x + self.attn(self.ln_1(x))
x = x + self.mlp(self.ln_2(x))
return x
This how Andrej describes it (starting at 19:00 into the video):"This is the pre-normalization version, where you see that x first goes through the layer normalization [ln_1] and then the attention (attn), and then goes back out to go to the layer normalization number two and the multilayer perceptron [MLP], sometimes also referred to as feed-forward network, FFN, and then that goes into the residual stream again."
"And the one more thing that's kind of interesting to note is: recall that attention is a communication operation, it is where all the tokens - and there's 1024 tokens lined up in a sequence - this is where the tokens communicate, where they exchange information... so, attention is an aggregation function, it's a pooling function, it's a weighted sum function, it is a reduce operation, whereas this MLP [multilayer perceptron] happens every single token individually - there's no information being collected or exchanged between the tokens. So the attention is the reduce, and the MLP is the map."
"And the transformer ends up just being repeated application of map-reduce, if you wanna think about it that way."
It also creates perverse incentives for cards to pass part of the merchant fees back to the consumer as rewards or even cash. Here in the US, 2-3% cash back is typical, driving consumers to prefer credit over other payment methods.
Meanwhile, merchants are forced to bake the fees into the retail price, causing the paradox that those who pay upfront end up spending more for the same goods.
"Orion, the capsule that launches on top of SLS, is a relaxed-fit reimagining of the Apollo command module suitable for today’s larger astronaut."
"The capsule’s official name is the Orion Multipurpose Crew Vehicle, but finding even a single purpose for Orion has greatly challenged NASA."
"Where Apollo was built like a roadster, with a small crew compartment bolted onto an oversized engine, Orion is the Dodge Journey of spacecraft—a chunky, underpowered six-seater that advertises to the world that you're terrible at managing money."
"Costs on SLS have reached the point where private industry is now able to develop, test, and launch an entire rocket program for less than NASA spends on a single engine"
"SLS looks like someone started building a Space Shuttle and ran out of legos for the orbiter"
"But on top of this monster sits a second stage so anemic that even its name (the Interim Cryogenic Propulsion Stage) is a kind of apology."
"the minds behind SLS achieved a first in space flight, creating a rocket that is at the same time more powerful and less capable than the Saturn V."
"And SLS is a “one and done” rocket, artisanally hand-crafted by a workforce that likes to get home before traffic gets bad."
"The rocket can only launch once every two years at a cost of about four billion dollars—about twice what it would cost to light the rocket’s weight in dollar bills on fire."
"Early on, SLS designers made the catastrophic decision to reuse Shuttle hardware, which is like using Fabergé eggs to save money on an omelette."
Nate Graham championed community goals such as "usability and productivity", "consistency", while also focusing developers on high-priority bugs and blogging weekly about the progress: https://pointieststick.com/category/this-week-in-kde/
Similarly, the FCC net neutrality rules allow telcos to charge any price for the service while disallowing blocking or throttling particular Internet sites or protocols. If such rules weren't indeed necessary, big telcos wouldn't be spending their money campaigning against them, would they?