The UNCOL Problem - Computerphile

Can there be a universal intermediate programming language? Sounds like Esperanto to us - Professor Brailsford has more.
/ computerphile
/ computer_phile
This video was filmed and edited by Sean Riley.
Computer Science at the University of Nottingham: bit.ly/nottscomputer
Computerphile is a sister project to Brady Haran's Numberphile. More at www.bradyharan.com

[@profdaveb6384]

If one has to choose a modern-day "winner" for Best Intermediate Code, among the 40 entries on the Wikipedia "Bytecodes" page , then LLVM IR would be a very strong contender. The sheer number of organisations that have adopted it , and the 2012 ACM Turing Award for its authors: Vikram S. Adve, Evan Cheng and Chris Lattner, speak for themselves.

[@GilesBathgate]

There is also Common Intermediate Language (CIL), formerly called Microsoft Intermediate Language (MSIL), but thats more about multiple languages targeting a single bytecode instead of multiple architectures.

[@stIncMale]

exactly, LLVM was my first thought

[@UltimatePerfection]

I think Java is also a very strong one due to how many environments it supports.

[@stIncMale]

@@UltimatePerfection Well, true Java bytecode, WebAssembly, CIL (aka MSIL) were all created to act as UNCOL. But despite my main language is Java, I still thought about LLVM IR for whatever reason :)

[@sebastianelytron8450]

I vote for Clang!

[@shelivsbaxters]

"There are 14 standards. We need one tu unify them all. We now have 15 standards"

[@chrimony]

That's the great thing about standards. There's so many to choose from...

[@shelivsbaxters]

@@chrimony

[@shelivsbaxters]

@Evi1M4chine I don't know who programmed you but it's a fail obviously.

[@blain20_]

Truest statement in the universe.

[@jamesbond_007]

One other thing I feels worth mentioning, since PostScript was mentioned in this video: In the late 80s or so, Sun Microsystems, and I think NeXT Computer and maybe one or two other companies tried to create a graphical display standard that completes with X Window called Display PostScript. It added a number of constructs to PostScript to make it able to handle interactive events, and establish listeners for those events. The overall programming in Display PostScript was, like PostScript itself, in a postfix language, and felt a lot like FORTH that had runtime typing associated with data values, and a bit more high level control constructs. Once you got the hang of the postfix programming and the concepts of the display "context", it was actually fun and quite vast to write programs in that would directly interact with the user.

[@corporaal1]

The attenborough of programming

[@gregoriysharapov1936]

Here we have the Attenborough Programming Language, abbrievated as APL. I have a pen, and an APL. APL-pen. No idea how I made this joke

[@gregoriysharapov1936]

@Neel Shukla Oh bruh hahaha

[@lawrencedoliveiro9104]

Richard or David?

[@fluffycritter]

I once saw a ray tracer implemented in Postscript, and out of curiosity I submitted it to my university’s laser printer. About 5 hours later the printer finally spat out a rather underwhelming image, and then other students could finally print their homework again. (For whatever reason it was impossible to remove this ludicrously-long-running job from the print queue; it was no longer in lpq and power-cycling the printer didn’t help at all since it just restarted from scratch. It would have probably only taken half an hour if people had just been more patient!)

[@SoniEx2]

oof

[@iabervon]

It's worth noting that generating assembly directly from C is pretty much impossible without going through a representation where you've flattened out subexpressions but haven't yet picked registers. So you definitely want some sort of intermediate language, and, since you haven't yet used any details of the target architecture, it's tempting to consider it universal.

[@MattKoski]

No discussion on LLVM IR? That seems to be the closest thing we have, and it generally works pretty well for me.

[@zeejenkins]

Was going to mention LLVM as well.

[@profdaveb6384]

Quite so. Please see top comment on this list which Sean has now "pinned"

[@DoDoENT]

I have a hunch that they are preparing an entire video dedicated to LLVM IR...

[@louieuow]

In the 1980s there was the Amsterdam Compiler Kit ( ACK) whose designed to allow you to build a compiler for any language you designed to generate an intermediate language (byte codes). Then the second phase of ACK was the OS/hardware code generation, were you defined your runtime platform. So the general idea was if a new language came along you would use ACK to build the compiler for the intermediate code generation and then using an existing ACK code generator for the runtime environment. Check out the Wikipedia page on the Ansterdam Compiler Kit! It brings back memories of 2nd year Computer science compilers course.

[@lawrencedoliveiro9104]

Also known as the “Free University Compiler Kit”. Richard Stallman wanted to use that as the basis for GCC, but soon discovered that their idea of “Free” wasn’t “Free” at all. So today we have GCC, and nobody uses ... that other thing, any more.

[@iain777uk]

these video's by Professor Brailsford are a joy to watch,informative and insightful.I cannot thank him enough for sharing his knowledge.

[@MrGoatflakes]

I just worked it out. Professor Brailsford is the Man from UNCOL... I'll see myself out xD

[@NotMarkKnopfler]

The solution to UNCOL problem is the Forth programming language. Invented by Charles Moore between 1968-1970. I've been using the language as a universal assembly language for years.

[@EphemeralObsequious]

I would love to hear Dr. Brailsford speak more about Java, and specifically its choice of 'banning' pointers, in future! Great video, as ever =)

[@lawrencedoliveiro9104]

Java doesn’t “ban” pointers, it only obscures them. As a consequence, it suffers from the aliasing problem, e.g. a = b; a.field = «value»; System.out.println(b.field); /* what does this print? */

[@mykalimba]

"...if we can only agree what it is." Well, there's your problem right there.

[@HawkinsPetersen]

This is a very interesting set of videos. I've been having to go back and find the previous parts. It would be great to have a playlist that collected them all together.

[@pdelong42]

When I was at Rutgers, there was a rumour that one of our operators had written a Mandelbrot-set generator in PostScript. Legend has it that the program would tie-up an HP LaserJet for _hours_ (quite an ornery way of doing a DoS against a printer).

[@alexanderstix9609]

the "Technology Independent Machine Interface" of IBM i (former OS/400) is also pretty nice

[@winfr34k]

Computerphile is such a great channel, this video proves it again! Professor Brailsford, please don't stop sharing these interesting thoughts interspersed with historical repetitions they are fantastic. LLVM IR wasn't really mentioned in this one but I can see it's pinned as the top comment. I just wondered how much it "fit" into the UNCOL problem and how much of "UNCOL" it really implements.

[@michaeltyniec7010]

Professor Brailsford's videos are my favorite - but I love all of Computerphile. Makes me wish I studied Computer Science in college instead of Engineering.

[@coder0xff]

Would enjoy hearing the professor's thoughts on LLVM.

[@lawrencedoliveiro9104]

2:02 The I/O problem mostly went away of its own accord. Once punch cards, paper tapes, magtapes, line printers and all the rest of it went away, everybody pretty much settled on something Unix/POSIX compatible (stdio). Writing to that gives you a nice, portable common denominator.

[@lawrencedoliveiro9104]

Which perhaps is why mainstream development is moving away from Windows. And why Microsoft is trying so hard to turn it into Linux.

[@lukerazor1]

What a fantastic bit of shade at the end :)

[@isnanesavant]

The uncol problem is definitely a catching title cause you caught me like a fish

[@sadhlife]

same my dude

[@jamesbond_007]

This has probably been mentioned _to death_, but just in case it hasn't: * the term "byte code" (maybe not one word) predates Gosling by a long time. The Smalltalk-80 "Blue Book" (Smalltalk-80: The Language And Its Implementation") was available in the early 80s, and it defined a virtual machine that understood a set of byte codes sufficient to implement the Smalltalk-80 runtime system. GNU Smalltalk was implemented according to this, which, at the time, was believed to be more of a "spec" for how Smalltalks were actually built than it actually was. * Version 6 Unix (and probably before) had the C compiler emit assembler code, which was then run through `as` to produce machine code a.out files. The main driver program for the C compiler, `cc` would run the compile step, then the assemble step, then the linking step and finally produce the a.out file, and you could tell it to stop before executing each of these steps and leave the resulting file on disk. And this was in existence in the late 70s and probably much earlier. So Bjarne's use of compiling C++ to C and letting another tool compile that was nowhere new or novel. You may recall that the C preprocessor of "macro" directives like #define, etc was also a separate step that `cc` ran, and then fed THAT output to the actual C compilation step.

[@AntonioPetrelli]

But what about LLVM Intermediate Representation? It seems pretty promising.

[@JoshuaBarretto]

It's not really universal though... We only see it as universal because almost all modern languages have their origins in C. For functional languages, it's almost useless without a secondary abstraction layer between.

[@cmdlp4178]

LLVM IR is useful to write a platform independent compiler/code tranformator as its middle end, but LLVM IR it is only supported by LLVM itself, which might not be available for every platform. There should be a standard for such intermediate language similar to the C standard, which enforces more compatibility.

[@dealloc]

@@JoshuaBarretto > We only see it as universal because almost all modern languages have their origins in C. While modern languages usually have some roots in C, it's not because of the limitations of LLVM. You could decide on your own syntax and still use LLVM as the middle layer to provide the machine code. As cmdLP rightly points out, its universality is largely based on whether it is available on more platforms. However, the end result that LLVM generates is only limited by what LLVM offers-which you can extend yourself if you need to.

[@AntonioPetrelli]

@@cmdlp4178 I don't see the availability for every platform, since probably it is already available almost for every platform. However there are differences that have to be taken. LLVM IR must be *generated for a platform* to comform to some OS specifications. For example, exception handling in Linux and Windows are so different that there are even different IR primitives to support one or the other. Moreover LLVM is tight to some ABI that have to be respected to make it work.

[@lawrencedoliveiro9104]

@@cmdlp4178 I think LLVM, like GCC is available on every platform on which the Linux kernel runs. That should be about two dozen major processor architectures. No other equivalent would even come close to those two.

[@DavidAlsh]

Interesting. Web assembly is an interesting addition to this story. It's a specification being implemented by browser vendors which supplies a compiler target. While its intended use is the browser, some people are exploring its use as a universal binary target for server-side applications (enabled by node - the JavaScript engine from Google Chrome). I couldn't tell you about performance, but it is interesting

[@StuartThomson]

I'm actually reasonably excited to see what happens with WASM, especially if it breaks out of the browser/Node space entirely (compiled to x86, for example). One correction: Node is not the JS engine of Chrome. Both Chrome and Node use V8.

[@tedchirvasiu]

LLVM IR, don't really know what it is but I had to say it too.

[@dealloc]

It's cool. That's all you need to know!

[@Gooberpatrol66]

LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR LLVM IR

[@tedchirvasiu]

@vavanade Wow, thanks for the explanation, today I learned.

[@JuDGe3690]

Professor Brailsford's music choice is on point. John Phillips is a great album and songwriter.

[@betlamed]

How come nobody asked the most pertinent question: Why on earth did you use sudo for your nano?

[@christopherlawley1842]

Not quite the same, but this reminds me of "The Last One" which was a unique software program in 1981 which took input from a user and generated a program in BASIC which could then be run. (Wikipeda)

[@U014B]

A universally-understood synthesized computer language? So, a sort of eSperanto?

[@2thinkcritically]

The man from UNCOL - Thursdays @ 3:30pm

[@NeilRoy]

This will fly right over the heads of the younger crowd. ;) My brothers were huge fans of this in the '70s.

[@firehawk128]

Wow, I didn't know that PS was Turing complete.

[@betlamed]

Tbh, being turing complete isn't really all that hard.

[@whuzzzup]

Well, watch more Computerphile then :)

[@PeteC62]

Another effort was the intermediate code generated by MINT, which was the unlikely acronym for Machine Independent Organic Software Tools. I ported it to the BBC Micro, and spent a very enjoyable afternoon with one of its authors, Michael Godfrey, trying to get the source code off a magnetic tape in the Cambridge University Computer Lab.

[@markwilliamhumphries]

MINT seemed very Forth inspired

[@PeteC62]

@@markwilliamhumphries Yes, but with opcode generation (for a simple VM) rather than the threaded code generation of the traditional FORTH implementations..

[@menachemsalomon]

I think the GNU compilers (GCC, etc.) do compile to a sort of intermediate language, so porting the compiler to a new hardware platform, or optimizing for a specific generation of hardware platform, is easier. As for Java, one thing that happened with the bytecode that Gosling perhaps did not foresee was hardware platforms that implement the bytecode as their assembly, as on many mobile devices. This would likely happen with any "ideal" universal intermediate code, that it would be implemented in hardware.

[@RedwoodRhiadra]

Yes, he mentions that about gcc at the end.

[@menachemsalomon]

@@RedwoodRhiadra Yeah, he threw it in, I missed it my first time through. Thanks.

[@SimonBuchanNz]

Which platforms have adopted a bytecode? That sounds interesting.

[@menachemsalomon]

@@SimonBuchanNz Unless I'm mistaken, Android devices implement the JVM (Java Virtual Machine, the bytecode interpreter) in hardware.

[@SimonBuchanNz]

@@menachemsalomon Nope, pretty much all are ARM. Android is sort of "natively" JVM, the sort of because they have to be different enough to not be sued, but that's only the app to OS interface, not hardware.

[@mcgama88]

Having written python-numpy sort at pathogen-host cleansed lawn in amino template, I am astonished at the depth of this author/speakers grasp of computational methods. I now return to my EDSAC emulator, wearing my T-rex graphic executed in paint. M.

[@JECastle4]

Microsoft use Common Interface Language for all dotNet compilers. I know C# is the closest language to the intermediate, but it's not the intermediate language. Any chance of computerphile covering dotNet properly, I know you'd have to lower yourselves to do so, but dotNet is very widely used.

[@lawrencedoliveiro9104]

It’s not clear what the future of Dontnet is these days. Didn’t Microsoft try to replace it with Silverlight? Then WinRT? Then UWP? And now (almost) full circle back to Dotnet Core? Proprietary platforms do not have a long shelf life.

[@lawrencedoliveiro9104]

@MichaelKingsfordGray None of them are in the same category as a decent platform API.

[@lawrencedoliveiro9104]

@MichaelKingsfordGray You were trying to suggest that DotNet should be taken seriously, when even Microsoft is no longer so keen on it.

[@lawrencedoliveiro9104]

@MichaelKingsfordGray “Gross blunder” hahaha. Consider why Microsoft is trying so desperately to make Windows more like Linux, and why they are now trying to push Dotnet Core which is open-source and cross-platform. Because the developers are deserting Windows for Linux. Windows-specific APIs don’t cut the mustard any more.

[@pierredonias8940]

0:33 "Not as high as C"! Times have changed :P

[@uddagisko]

@MichaelKingsfordGray What are you talking about? Machine code is literally direct instructions to the processor in the form of binary sequences. You can't go lower than that. C is very much a high-level programming language (you don't work directly with specific processor instructions), albeit quite low-level by today's standards.

[@silkwesir1444]

@@uddagisko I think it was a joke.

[@oneminutetomidnight]

I've seen the future, and it runs on ActionScript 1.0.

[@World_Theory]

Huh… Ok. That seems to answer a question I had from a previous video. Of course, it also raises more questions…

[@nicbowden8131]

I remember coding on OpenVMS in the late 80's early 90's. It was possible to write code in C, COBOL, Fortran programs or modules which could call each other i.e. COBOL could call C which could call FORTRAN etc. Does that mean the compilers compiled down to a common standard before the linker resolved the remote calls?

[@SaraWolffs]

Not necessarily. Or rather, the common standard could be linkable machine code. Universal for every language that could be compiled for that machine, for obvious reasons, but hardly a proper intermediate language. If the compilers for those languages used the same calling conventions (or knew what calling convention to use when), you can easily have binary compatibility between languages without any compatible intermediate.

[@lawrencedoliveiro9104]

Yes, there was a common ABI on VMS, which even included exception handling. So a language could throw an exception which got handled in another language! (Assuming your language notion of “exception” bore some resemblance to the VMS notion...) Nowadays it seems a platform ABI is defined for C and C++, and other languages have to conform to that.

[@tutacat]

Well if we had UNCOL, we would have to re-optimise or re-compile it when converting to the target. The true current UNCOL is bytecode, which is a software virtual machine, so each architecture is written (or just compiled) separately.

[@SIBW]

The radio, wonderful invention.

[@adolin1338]

8:32 I chuckled

[@ralfoide]

Decades ago I was learning PS and realized I could send my own crafted postscript program to my company's big printers. Next thing you know, people where wondering why the big fast expensive printer was taking half an hour to print a weird picture. My first post-script program was "obviously" to draw a Mandelbrot fractal, by computing it on the printer itself. What else.

[@kranser]

What's the difference between a universal language and something like Ada? In Ada the input and outputs and storage mechanisms are removed from the compiler and made into separate compilation units, but there is no intermediate code, the Ada compiler compiles to binary and the Ada input/output libraries are also compiled to binary. So I'm guessing this is portable rather than universal! Could you make a video of pros and cons of a portable language (i.e. compiler does not worry about input/output as that is in separate libraries) vs a universal language (with an intermediate form)?

[@boring7823]

The Prof did mention this in passing, when he said that C++ (and many, many other projects) use C as CIL (C Intermediate language). C's I/O is in the libraries too. To answer your question, there is no difference except the "level" of the language you're using in the middle. Oh, and as for Ada not having intermediate code, that depends entirely on the compiler, GNU's "Gnat" compiler of course uses the same compilation methods and IL that GCC does.

[@casperes0912]

LLVM IR. Now I’ve said it too.

[@profdaveb6384]

Please see top comment in this list - which Sean has now "pinned"

[@casperes0912]

ProfDaveB Thanks for the heads-up

[@sepgorut2492]

Double compile and Bobs yer UNCOL

[@bdafeesh]

How about llvm? And specifically building to WebAssembly?? We're in the future now when it comes to compiling!

[@zetaconvex1987]

There's a language called C--, invented by the same guy who invented Haskell. It's like C, but lower level. IIRC, it doesn't make any assumptions about having a stack, which might make it an interesting candidate for those who want Tail Call Optimisation, for example.

[@paulnunnink7338]

People keep forgetting about icon. It was, and is, a great language and runs on all kinds of machines!

[@casperes0912]

You said Bjarne Stroustrup really well actually. I’m a Dane btw.

[@MePeterNicholls]

The man from uncol

[@NeilRoy]

Well, if it's going to convert everything down to C code, I may as well stick to coding in C. ;)

[@pfactum]

sudo nano, yeah.

[@cristian91re]

Web assembly?

[@DarkShroom]

honestly i think it is not so much appreciated that i think C++ (for me) or plain C for others truely gives us the closest to this dream universal langauge, and python i think perhaps for practical day to day in a limited sense

[@unvergebeneid]

Why do so many people in the comments mention LLVM IR but not GIMPLE or for that matter Java bytecode or CIL?

[@JECastle4]

I immediately thought of CIL, clearly a big bias towards Unix and Java.

[@WorBlux]

GIMPLE isn't really used outside of GCC, in part due to licencing issues.

[@stefanotorelli3688]

The Torelli's conjecture: the current best IL will never cover the abilities of the next best IL.

[@gargantuan4696]

You kinda look like my uncol

[@Vladimir-hq1ne]

I vote for Forth! :)

[@gustinian]

The elephant in the room...

[@telecorpse1957]

@@gustinian Why?

[@telecorpse1957]

@Vladimir Why?

[@angelcaru]

The LLVM problem

[@alfin3644]

I like how he struggles when he gets into C++

[@whuzzzup]

> many of you will not know it came of the back of Adobes very successfull language called postscript Well I did. Becaus Prof. Brailsford teached me.

[@repker]

woah dude. that was uncol

[@tocsa120ls]

Prof. Brailsford, presented by Weird Fish :D

[@stefanguels]

Write once, run anywhere ! Oh, sh... that didn't work out as expeczted

[@SuviTuuliAllan]

What is the most surprising turing-complete thing that exists?

[@lawrencedoliveiro9104]

C++ templates?

[@WofWca]

Thought it was "unicorn" for a sec.

[@OBGynKenobi]

This man is the OG of programming.

[@iminni3459]

It's pretty UNCOoL.

[@cfsmart]

UNCOL is callled "Universal Computer Oriented Language"

[@unperrier5998]

it's what GCC has been doing with RTL.

[@platin2148]

So it's llvm ir?

[@UltimatePerfection]

So basically bytecode, eh?

[@boring7823]

Yes, but bytecode also implies that the IL is a byte based binary "language", while this is a very popular variation, there is nothing that says an IL has to be binary or byte based. IIRC, bytecode also often implies the language is stack centric, this also is not a requirement for an IL.

[@nadirseghir3434]

0:33 "Not as high as C" hides in javascript

[@recklessroges]

Isn't LLVM the UNCOL solution?

[@TheSpacecraftX]

Web Assembly has some potential. Being single purpose (web browser language) discards a lot of the issues of having to support an impossible number of platforms.

[@iwikal]

It's not just for the web though. It's purpose is to be a sandboxed vm, with input and outputs defined by the program that runs the engine. A browser would expose web apis but that's not part of wasm itself. They must have looked at nodejs and what it did with javascript, and wanted to make a language better suited for that kind of thing.

[@dealloc]

@@iwikal Yep, despite the name WebAssembly is designed with anything but the web in mind as a first class citizen. WebAssembly has a lot of potential to support future architectures, as it isn't constrained to a specific architecture like other assembly languages are. Although it lacks some notable features like a garbage collector and has some significant design constraints like only supporting 4 (numeric) types at the moment, so you will have to do a lot of heavy lifting at the moment. But it has a lot of potential.

[@iwikal]

@@dealloc I fail to be excited about the talks of bringing gc to wasm. Feels like it defeats the purpose. If I wanted a gc I could always compile one and ship it within the wasm executable. I do hope it's not mandatory to use it.

[@dealloc]

@@iwikal However, the GC will be immensely useful in the browser. Whether you then use it in other architectures would be your choice.

[@charleslambert3368]

Something something Yavascript?

[@mrshlee]

LLVM IR?

[@johnjoyce]

Clang IR does that by making front and back modular.

[@Desmaad]

GCC comes to mind.

[@psychoh13]

The compiler LLVM defines LLVM-IR or intermediate representation, as the intermediate language to which you compile everything and then can compile to anything, and it includes optimizers.

[@songlala8244]

Uncle problem hahaha

[@tedchirvasiu]

hehehehhehe

[@kkloikok]

As an engineer that uses python and Matlab for day to day scripting and calculations, and in my best sergeant Shultz voice: C is high?

[@SaraWolffs]

Sure. You get to call a function by just writing its name, don't you? You can even calculate the arguments in-line.

[@GR-uh7me]

17 seconds ago... nice

[@charleswoodruff9013]

It's funny how this dude asks and answers his own questions.

[@forthrightgambitia1032]

It's weird, I've spent a lot of the last few years working with Java and didn't realise the intellectual background to it. It would be interesting to a see a video about JIT compilation because that is really what made modern ICs usable for business purposes.

[@lawrencedoliveiro9104]

6:48 The PostScript graphics model was only ever designed to put marks on paper. It didn’t work very well for interactive graphics on a display screen. Also the language, while cleverly designed to be implementable with reasonable efficiency on common hardware of the time, was pretty crap (e.g. no lexical binding).

[@abanoubsameh6608]

Do you mean the jvm??

[@rikschaaf]

WebAssembly is the new UNCOL language

[@timm6179]

LLVM IR or MLIR

[@jake1367]

uncol; don't think you're buff cause you're wearing contour

[@graingert]

JavaScript

[@jamesyu685]

Did anyone mistake this guy for Danny Devito in the thumbnail?

[@VezWay007]

"provocative and mysterious title" aka clickbait lol

[@UntouchedWagons]

GANOO

[@anant6778]

transpiling to JS is becoming a thing, and perhaps thats as close as we get to a UCOL vision

[@Alex-dn7jq]

C-- I guess...

[@SimGunther]

Why wouldn't anyone get on the VLIW train? Because it exposed how terrible everyone else's CPU architecture was and still is to this day. Ask Texas instruments. Think of how the computing world would be a much better place if hardware architects put aside their pride to fix their fundamentally broken CPU ISAs and get with the times so we don't get Spectre, Meltdown, Zombieload, NetCat, etc... It's (insert current year here)!!! Why are we still using 1970s architecture when we could go with what Mill Computing is doing?

[@boring7823]

Funny you should bring that up. You see there's the weird fact that x86 assembler isn't the core language for any fast, modern CPU. Every one of them has a moderately large area of silicon for doing an on the fly compile of that instruction set into the "real" instruction set of the CPU. The x86 ISA has the advantage that it can be a pretty compact representation so this actually improves the performance. A similar performance improvement came to ARM when they added the extra decoding logic to support "thumb" mode and so reduce the needed memory (and cache) bandwidth for the instructions. This highlights the major problem with VLIW, it needs a massive parallel memory subsystem (also massively expensive) to get those huge instructions into the CPU.

[@WorBlux]

​@@boring7823 That's part of it, On piplined code without a lot of branches VLIW screams ahead of anything else. The real pain point if there's only a little bit of work to do, you often still need a big instruction word, and if you mis-predict, it's especially painful on memory. The other big issue is memory latency. On a general purpose core, you're going to be sharing cache (concurrent OS) with other applications. Meaning your load latencies are unpredictable, and if any instruction in the bundle misses a cache for load, you're waiting dozens or even hundreds of cycles (to RAM) for the load. OoO hides some of that pain. Though if you haven't checked out the Mill CPU, I'd reccomend doing so. They have some fairly novel and interesting ways to mitigate these problems. For instance destination address is implicit, loads can be hoisted without RAW hazards. No-ops elided. Each family member bit-code is generated from specification to be entropy optimal.

[@impossiblemission4ce]

This might be the first time I've seen "1 view".

[@divyamchoudhary4869]

Ok, new vid! First comment?