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We're not done! If we just left this as-is, we'd jump to the 2nd byte of jsr which is not an opcode, but a memory address. All hell would break loose! We need to add a CE step to increment the program counter and then terminate. Once you update the ROM, you should have fully functioning subroutines with 5-bit opcodes.

One great way to test them is to create a recursive program to calculate something--just don't go too deep or you'll end up with a stack overflow! Conclusion And that's it! Another successful upgrade of your 8-bit CPU. You now have a very capable machine and toolchain. At this point I would have a bunch of fun with the software aspects.

In terms of hardware, there's a number of ways to go from here: Interrupts. Interrupts are just special subroutines triggered by an external line. You can make one similar to how Ben did conditional jumps. Given this would take more than 8 steps, you'd also need to add another line for the step counter see below. ROM expansion. At this point, address lines on the ROM are getting tight which limits any expansion possibilities.

With the new approach to ROM programming, it's trivial to switch out the 28C16 for the 28C that Ben uses in the LCD output. At this point, adding a 16x2 character LCD like Ben uses in the is very possible. Fast increment instructions. This is used to speed up loops and array operations. On current implementations, std::hash will return the same result for the same input, even across program invocations. This makes it vulnerable to cache poisoning attacks.

Nothing in the standard requires that different instances of a program produce the same output. An implementation could choose to have a global variable with a per-program-instance seed in it, and have std::hash mix that in.

On current implementations, std::regex is extremely slow. Allegedly, this could be improved substantially without changing the API of std::regex, though most implementations don't change std::regex due to ABI concerns. An implementation could change if it wanted to though. However, very few people have waded into the guts of std::regex and provided a faster implementation, ABI breaking or otherwise. Declaring an ABI break won't make such an implementation appear.

They are dictated by vendors and by the customers of the vendors. A new vendor could come along and have a better implementation. Even better, the most common standard library implementations are all open source now. You could fork the standard library, tweak the mangling, and be your own vendor.

You can then be in control of your own destiny ABI, and without taking the large up-front cost of reinventing the parts of the standard library that you are satisfied with. I will choose to be optimistic, and assume that they are unused because people were not aware of them.

If your only concern is ABI, and not API, then vendors and developers can fix this on their own without negatively affecting code portability or conformance. There are a lot of things that you can do to a type or function to make it ABI incompatible with the old type.

Changing the layout of a type, adding virtual methods to an existing class, and changing template parameters are the most common operations that run afoul of ABI. Q: Are ABI changes difficult for toolchain vendors to deal with? A1: For major vendors, they difficulty varies depending on the magnitude of the break. There were several library ABI breaks notably return type changes for std::complex and associative container erase that went smoothly as well.

In some cases, there are compiler heroics that can be done to mitigate an library ABI change. You will get varying responses as to whether this is a worthwhile thing to do, depending on the vendor and the change. If the language ABI changes in a large way, then it can cause substantially more pain. A2: For smaller vendors, the difficulty of an ABI break depends on their customer base.

These days, it's easier than ever to be your own toolchain vendor. That makes you a vendor with excellent insight into how difficult an ABI change would be. Q: Why don't you just rebuild after an ABI change? A1: Are you rebuilding the standard library too? Many people will recommend not passing standard library types around, and not throwing exceptions across shared library boundaries. They often forget that at least one very commonly used shared library does exactly that If you want to use that, then you need to deal with standard library types and exceptions going across shared library boundaries.

A2: Sometimes, rebuilding isn't enough Suppose your company distributes pre-built programs to customers, and this program supports plugins e. Wireshark dissector plugins. If the plugin ABI changes, in the pre-built program, then all of the plugins need to rebuild.

The customer that upgrades the program is unlikely to be the one that does the rebuilding, but they will be responsible for upgrading all the plugins as well. The customer cannot effectively upgrade until the entire ecosystem has responded to the ABI break. At best, that takes a lot of time. More likely, some parts of the ecosystem have become unresponsive, and won't ever upgrade.

This also requires upgrading large swaths of a system at once. In certain industries, it is very difficult to convince a customer to upgrade anything at all, and upgrading an entire system would be right out. Imagine breaking ABI on a system library on a phone. Just getting all of the apps that your company owns upgraded and deployed at the same time as the system library would be a herculean effort, much less getting all the third party apps to upgrade as well.

A3: Sometimes you can't rebuild everything. Sometimes, business models revolve around selling pre-built binaries to other people. It is difficult to coordinate ABI changes across these businesses. Sometimes, there is a pre-built binary, and the company that provided that binary is no longer able to provide updates, possibly because the company no longer exists.

Sometimes, there is a pre-built binary that is a shared dependency among many companies e. Breaking ABI on an upgrade of such a binary will cause substantial issues. Q: What tools do we have for managing ABI changes? A: Several, but they all have substantial trade-offs.

The most direct tool is to just make a new thing and leave the old one alone. This technique allows new and old worlds to intermix, but the translations between new and old must be done explicitly. You don't get to just rebuild your program and get the benefits of the new type. Personally, I'm fine with slapping a version number on most of these classes, as it gives a strong clue to users that we may need to revise this thing again in the future, and it would mean we might get an incrementally better hash map without needing to wait for hashing research to cease.

Adding a layer of indirection, similar to COM, does a lot to address stability and extensibility, at a large cost to performance. A: Be your own toolchain vendor, using the existing open-source libraries and tools. If you are able to rebuild all your source, then you can point all your builds at a custom standard library, and turn on or even make your own ABI breaking changes.

You can have multiple standard libraries at the same time, though there are some technical challenges created when you do that. A1: Consider doing things in a non-breaking way. A3: Demonstrate that your change is so valuable that the benefit outweighs the cost, or that the cost isn't necessarily that high.

In fact, I think those questions are too broad to even be useful. I have my doubts that std::vector could be made substantially faster with only an ABI break. I can believe it if it is also coupled with an API break in the form of different exception safety guarantees.

Others are free to prove me wrong though. Making constexpr will probably be fine. You'd be breaking the entire Windows ecosystem. At a minimum, you'd need a way to opt out of virtual destructors. Are you sure that you are arguing against ABI stability? Maybe you are arguing against backwards compatibility in general.

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The standard is wording complete, and the only thing between here and getting it published is ISO process. Freestanding I had three freestanding papers coming into this meeting: P : Freestanding Library: Rewording the Status Quo P : Freestanding Library: Easy [utilities], [ranges], and [iterators] P : Freestanding Language: Optional ::operator new The first two papers are pieces of my former " P : Freestanding Proposal" paper, and had been seen by the Feature Test study group in Belfast.

During this meeting, I got to run them by the Library Incubator for some design feedback. The papers were received well, though some potential danger points still exist. Library Evolution can look at the papers as soon as they have time. Exceptions are probably the most important thing in P, but there's so much activity going on in this area that it is hard for me to make good recommendations.

The next highest priority was new and delete, hence P being born. I also felt that P was a good test paper to see if the committee was willing to make any language based change for freestanding. I was able to present it in the Evolution Incubator, and received no against votes. Then, in a surprisingly quick turnaround, I was able to present to Evolution, and again received no against votes.

So now I just need to come up with wording that accomplishes my goals, without breaking constant evaluated new. P and P have good background reading if you are not familiar with the topic. The usual arguments were raised, including that we are losing out on performance by preserving ABI, and that breaking ABI would mean abandoning some software that cannot be rebuilt today.

We took some polls, and I fear that each person will interpret the polls differently. The way I interpreted the polls is that we won't do a "big" ABI break anytime soon, but we will be more willing to consider compiler heroics in order to do ABI breaks in the library. One ABI area that is frequently overlooked is the situation that I am in. I can rebuild all of my source code, but even despite that I still care about ABI because I don't ship all of it together. I build a library with a plugin architecture, and breaking ABI would mean updating all the plugins on customer systems simultaneously I also ship binaries on Linux systems.

ABI stability is a big part of that. I am hoping to make another post to cpp with my thoughts in the next few months, tentatively titled "ABI Breaks: Not just about rebuilding". This is a substantial change to the policy laid out in N , authored by Alisdair Meredith.

That's why it is informally called the "Lakos" rule. We discussed the trade-offs involved, including how adding noexcept can constrain future changes, how noexcept can make precondition tests more difficult, and how this will change little in practice, because implementers already mark most "Throws: Nothing" calls as noexcept.

Arguments about performance, code bloat, and standards guaranteed portability won out though. This paper was "only" a policy change, so a follow-on paper will need to be authored by someone in order to actually do the noexcept marking. The event was held in the Prague Crossroads , built in A. The large tables let us have conversations with people we may not have really bumped into during the rest of the meeting.

I started talking exceptions with a few of the other people at the table, and one of the had some particularly in depth knowledge about the topic. I ended up talking his ear off over the course of the night.

This is the class that may one day be thrown by P "Static" exceptions. Coincidentally, the most contentious parts were issues involving ABI. In several of the virtual interfaces in the standard, we've wanted to add things later, but haven't been able to do so. Friday, James Renwick was able to present his paper, and the room was very receptive of it. One of my concerns going in to the presentation was that the committee would be unwilling to change anything in the standard related to today's exceptions.

After the presentation and discussion, I'm less concerned about that. There was definitely a willingness to make some changes P is intended to be something that can sit on top of P, if I understand correctly. For being a math paper, there was surprisingly little math discussion in Library Incubator. We were generally discussing general interface issues like object ownership, concept requirements, and how to spell various operations, particularly inner product and outer product.

P Physical Units We are still in the philosophy and goals stage of this paper. We got to discuss the finer points of the distinctions between "kilogram" and "1 kilogram"; the difference between a unit, a dimension, and a quantity; and the difference between systems and models. This paper is challenging in that there is significant prior art, as well as strong opinions about "the right way" to do things. This gets to one of the trickier parts of standards meetings The interested parties have been requested to preferably work together outside of the three meetings a year, or failing that, to write a paper that gives some outline of what a solution should look like.

A base class uses a friend declaration to declare but not define a function with an auto return type and no trailing return value. The derived class then declares and defines the function again via friend and lets the definition of the function determine the auto return type. This lets the base class use decltype to pull type information out of the derived class without explicitly passing that information down in a template argument sorcery! The main caveat with this trick is that it only works with exactly one derived class, as otherwise you end up with multiple conflicting definitions of the same function.

Concurrent Queues, P and P It's amazing what a minor paper reorg will do for productivity. This pair of papers used to be a single paper in the San Diego time frame, and we had a difficult time understanding how the pieces worked together. With the paper split as it is now, we have a small, concrete piece to review, which we were then able to see how it fit in to the interfaces and concepts of the larger paper. We got to dig in to some corner case traps with exception safety, move semantics, and race conditions.

There were implementers in the room that could say what their implementation did, and I feel that the room was able to give good feedback to the authors. P constexpr and Antony Polukhin is secretly my accidental nemesis well, not so secret anymore. Each thing that went constexpr turned into a merge conflict that I got to resolve in my papers. And he's still at it! So that's a positive. A minute about minuting For the wg21 readers out there, if you think you are bad at taking minutes, that just means you need more practice :.

If you find yourself in a room that is about to review a paper that you are not heavily invested in, volunteer to take minutes. That way you can make a valuable contribution, even for an area where you don't have domain expertise. As a bonus, you get to follow the minuter's code something I just made up about spelling other people's names.

As the person taking minutes, you have license to change up to three letters in someone's name, so long as it isn't used maliciously. You can freely take any double letter in a name and convert it to a single letter e. And people will thank you for it! You are also given free license to interrupt people in order to ask them who they are. Give it a try! Closing I've got a bunch of papers to write for the next mailing, and I won't even be in Varna.

So if you're interested in championing some freestanding papers, let me know, and I can coach you on the topics. Note: if you were following my earlier posts, I wrote a note at the end of this post explaining why I deleted old posts and what changed TLDR: Not financial advice. In , Claire Cain Miller wrote on The New York Times that there was a widespread belief that software and algorithms that rely on data were objective.

Five years later, we know for sure that AI is not free of human influence. Data scientists know that no longer accuracy is the only concern when developing machine learning models, fairness must be considered as well. Fairlearn contains mitigation algorithms as well as a Jupyter widget for model assessment. The Fairlearn package has two components: A dashboard for assessing which groups are negatively impacted by a model, and for comparing multiple models in terms of various fairness and accuracy metrics.

Algorithms for mitigating unfairness in a variety of AI tasks and along a variety of fairness definitions. There is also a collection of Jupyter notebooks and an a detailed API guide , that you can check to learn how to leverage Fairlearn for your own data science scenario. How to use Fairlearn in Azure Machine Learning The Fairlearn package can be installed via: pip install fairlearn or optionally with a full feature set by adding extras, e.

Write a configuration file Clone the GitHub repository. Create an Azure Machine Learning workspace. Clone the GitHub repository. Create a new workspace using code in the configuration. What we mean by fairness Fighting against unfairness and discrimination has a long history in philosophy and psychology, and recently in machine learning.

However, in order to be able to achieve fairness, we should first define the notion of it. An AI system can behave unfairly for a variety of reasons and many different fairness explanations have been used in literature, making this definition even more challenging. In general, fairness definitions fall under three different categories as follows: Individual Fairness — Give similar predictions to similar individuals.

Group Fairness — Treat different groups equally. Subgroup Fairness — Subgroup fairness intends to obtain the best properties of the group and individual notions of fairness. In Fairlearn , we define whether an AI system is behaving unfairly in terms of its impact on people — i. We focus on two kinds of harms: Allocation harms. These harms can occur when AI systems extend or withhold opportunities, resources, or information.

Some of the key applications are in hiring, school admissions, and lending. Quality-of-service harms. Quality of service refers to whether a system works as well for one person as it does for another, even if no opportunities, resources, or information are extended or withheld. We follow the approach known as group fairness, which asks: Which groups of individuals are at risk of experiencing harm? The relevant groups need to be specified by the data scientist and are application-specific.

The Fairlearn package enables the assessment and mitigation of unfairness under several common definitions. Comparing multiple models An additional feature that this dashboard offers is the comparison of multiple models, such as the models produced by different learning algorithms and different mitigation approaches, including: fairlearn.

GridSearch fairlearn. ExponentiatedGradient fairlearn. ThresholdOptimizer As before, the user is first asked to select the sensitive feature and the accuracy metric. The model comparison view then depicts the accuracy and disparity of all the provided models in a scatter plot.

This allows the user to examine trade-offs between algorithm accuracy and fairness. Moreover, each of the dots can be clicked to open the assessment of the corresponding model. The figure below shows the model comparison view with binary gender selected as a sensitive feature and accuracy rate selected as the accuracy metric. Additional resources and how to contribute For references and additional resources, please refer to: Fairlearn GitHub repo: www. This is a brand new suite of color coded mt Risk warning: "Binary options are not promoted or sold to retail EEA traders" If the broker is not authorized in your area, e.

Binary WebTrader - An advanced binary options trading interface to monitor the movements of your favorite markets at the same time. Binary Bot - Automate your own trading strategies with a simple "drag and drop" bot creation tool. You have the option In this regard, apart from the free material offered by most of the binary options brokers, a trader should spare some time to read at least a handful of noted binary options trading related publications written by renowned authors.

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If you want some hints and code, see below source code : Create arrays for your data and address lines. Create functions to enable and disable your address and data lines. You want to enable them before writing. Make sure to disable them afterward so that you can still manually program using DIP switches without disconnecting the Arduino.

It'll look like void writeData byte writeAddress, byte writeData and basically use two loops, one for address and one for data, followed by toggling the write. Create a char array that contains your program and data. You can use define to create opcodes like define LDA 0x In your main function, loop through the program array and send it through writeData. With this setup, you can now load multi-line programs in a fraction of a second! This can really come in handy with debugging by stress testing your CPU with software.

Make sure to test your setup with existing programs you know run reliably. Now that you have your basic setup working, you can add 8 additional lines to read the bus and expand the program to let you read memory locations or even monitor the running of your CPU. Making an Assembler The above will serve us well but it's missing a key feature: labels. Labels are invaluable in assembly because they're so versatile. Jumps, subroutines, variables all use labels. The problem is that labels require parsing.

Parsing is a fun project on the road to a compiler but not something I wanted to delve into right now--if you're interested, you can learn about Flex and Bison. Instead, I found a custom assembler that lets you define your CPU's instruction set and it'll do everything else for you. Let's get it setup: If you're on Windows, you can use the pre-built binaries.

Otherwise, you'll need to install Rust and compile via cargo build. Create a file called 8bit. You can now write assembly by adding include "8bit. There's a lot of neat features so make sure to read the documentation! Once you've written some assembly, you can generate the machine code using. This prints out a char array just like our Arduino program used! Copy the char array into your Arduino program and send it to your CPU.

At this stage, you can start creating some pretty complex programs with ease. I would definitely play around with writing some larger programs. I actually found a bug in my hardware that was hidden for a while because my programs were never very complex! An easy way to do this is to add a 3rd 28C16 ROM and be on your way. If you want something a little more involved but satisfying, read on.

Right now the control lines are one hot encoded. This means that if you have 4 lines, you can encode 4 states. But we know that a 4-bit binary number can encode 16 states. We'll use this principle via 74LS decoders, just like Ben used for the step counter. Choosing the Control Line Combinations Everything comes with trade-offs. In the case of combining control lines, it means the two control lines we choose to combine can never be activated at the same time.

We can ensure this by encoding all the inputs together in the first 74LS and all the outputs together in a second 74LS We'll keep the remaining control lines directly connected. Rewiring the Control Lines If your build is anything like mine, the control lines are a bit of a mess. You'll need to be careful when rewiring to ensure it all comes back together correctly. Connect them to power and ground. You'll likely run out of inverters, so place a 74LS04 on the breadboard above your decoders.

Connect it to power and ground. Do not wire anything to O0 because that's activated by which won't work for us! Remember, do not wire anything to O0! This means you need to swap the wiring on all your existing 74LS04 inverters for the LEDs and control lines to work. Make sure you track which control lines are supposed to be active high vs.

Wire E3 to power and E2 to ground. This will ensure that the outputs are disabled when you're in program mode. You can actually take off the 1k pull-up resistors from the previous tutorial at this stage, because the s actively drive the lines going to the 74LS04 inverters rather than floating like the ROMs. At this point, you really need to ensure that the massive rewiring job was successful.

Connect 3 jumper wires to A0-A2 and test all the combinations manually. Make sure the correct LED lights up and check with a multimeteoscilloscope that you're getting the right signal at each chip. Catching mistakes at this point will save you a lot of headaches! Distribute the rest of the control signals across the two ROMs. We just need to update all of our define with the new addresses and program the ROMs again.

For clarity that we're not using one-hot encoding anymore, I recommend using hex instead of binary. Testing Expanding the control lines required physically rewiring a lot of critical stuff, so small mistakes can creep up and make mysterious errors down the road. Write a program that activates each control line at least once and make sure it works properly! With your assembler and Arduino programmer, this should be trivial.

Bonus: Adding B Register Output With the additional control lines, don't forget you can now add a BO signal easily which lets you fully use the B register. It enables subroutines, recursion, and handling interrupts with some additional logic. Wiring up the Stack Pointer A stack pointer is conceptually similar to a program counter. It stores an address, you can read it and write to it, and it increments.

The only difference between a stack pointer and a program counter is that the stack pointer must also decrement. Wire up power and ground. Wire the the Carry output of the right to the Count Up input of the left Do the same for the Borrow output and Count Down input. Connect the Clear input between the two s and with an active high reset line. The B register has one you can use on its 74LSs. Connect the Load input between the two s and to a new active low control line called SI on your 74LS decoder.

Pay special attention because the output are in a weird order BACD and you want to make sure the lower A is connected to A8 and the upper A is connected to A4. Again, the inputs are in a weird order and on both sides of the chip so pay special attention. Connect the B1-B8 outputs of the 74LS transceiver to the bus.

The way the 74LS works is that if nothing is counting, both inputs are high. If you want to increment, you keep Count Down high and pulse Count Up. To decrement, you do the opposite. Take the other output and wire it to the Count Down input. At this point, everything should be working. Let's fix that. Accessing Higher Memory Addresses We need the stack to be in a different place in memory than our regular program.

The problem is, we only have an 8-bit bus, so how do we tell the RAM we want a higher address? Add an LED and resistor so you can see when the stack is active. That's it! Updating the Instruction Set All that's left now is to create some instructions that utilize the stack.

We'll need to settle some conventions before we begin: Empty vs. Full Stack: In our design, the stack pointer points to the next empty slot in memory, just like on the This is called an "empty stack" convention. ARM processors use a "full stack" convention where the stack points to the last filled slot.

Ascending vs. Descending Stack: In our design, the stack pointer increases when you add something and decreases when you remove something. This is an "ascending stack" convention. Most processors use a "descending stack", so we're bucking the trend here. If you want to add a little personal flair to your design, you can change the convention fairly easily. Let's implement push and pop source code : Define all your new control lines, such as define SI 0x and define SO 0x We can also increment the stack pointer at this stage.

POP is pretty similar. We then need to take a cycle and decrement the stack pointer with SM. Updating the assembler is easy since neither instruction has operands. And that's it! Write some programs that take advantage of your new byte stack to make sure everything works as expected. Step 4: Add Subroutine Instructions Image The last step to complete our stack is to add subroutine instructions.

This allows us to write complex programs and paves the way for things like interrupt handling. Basically, when you want to call a subroutine, you save your spot in the program by pushing the program counter onto the stack, then jumping to the subroutine's location in memory. When you're done with the subroutine, you simply pop the program counter value from the stack and jump back into it.

We'll follow conventions and only save and restore the program counter for subroutines. Other CPUs may choose to save more state, but it's generally left up to the programmer to ensure they're not wiping out states in their subroutines e. Adding an Extra Opcode Line I've started running low on opcodes at this point. Luckily, we still have two free address lines we can use. The problem is that the Arduino only has so much memory and with the way Ben's code is written to support conditional jumps, it starts to get tight.

Converting to a regular C program is really simple source code : Copy all the define, global const arrays don't forget to expand them from 16 to 32 , and void initUCode. Add include and include to the top. Repeat this with the lower ROM too. Compile your code using gcc you can use any C compiler , like so: gcc -Wall makerom.

Running your program will spit out two binary files with the full contents of each ROM. Adding Subroutine Instructions At this point, I cleaned up my instruction set layout a bit. I made psh and pop and , respectively. I then created two new instructions: jsr and rts. These allow us to jump to a subroutine and returns from a subroutine. We're not done! If we just left this as-is, we'd jump to the 2nd byte of jsr which is not an opcode, but a memory address. All hell would break loose!

We need to add a CE step to increment the program counter and then terminate. Once you update the ROM, you should have fully functioning subroutines with 5-bit opcodes. One great way to test them is to create a recursive program to calculate something--just don't go too deep or you'll end up with a stack overflow! Conclusion And that's it! Another successful upgrade of your 8-bit CPU. You now have a very capable machine and toolchain. At this point I would have a bunch of fun with the software aspects.

In terms of hardware, there's a number of ways to go from here: Interrupts. Interrupts are just special subroutines triggered by an external line. You can make one similar to how Ben did conditional jumps. Given this would take more than 8 steps, you'd also need to add another line for the step counter see below.

ROM expansion. At this point, address lines on the ROM are getting tight which limits any expansion possibilities. With the new approach to ROM programming, it's trivial to switch out the 28C16 for the 28C that Ben uses in the LCD output. At this point, adding a 16x2 character LCD like Ben uses in the is very possible. Fast increment instructions. This is used to speed up loops and array operations. On current implementations, std::hash will return the same result for the same input, even across program invocations.

This makes it vulnerable to cache poisoning attacks. Nothing in the standard requires that different instances of a program produce the same output. An implementation could choose to have a global variable with a per-program-instance seed in it, and have std::hash mix that in.

On current implementations, std::regex is extremely slow. Allegedly, this could be improved substantially without changing the API of std::regex, though most implementations don't change std::regex due to ABI concerns. An implementation could change if it wanted to though. However, very few people have waded into the guts of std::regex and provided a faster implementation, ABI breaking or otherwise. Declaring an ABI break won't make such an implementation appear.

They are dictated by vendors and by the customers of the vendors. A new vendor could come along and have a better implementation. Even better, the most common standard library implementations are all open source now. You could fork the standard library, tweak the mangling, and be your own vendor.

You can then be in control of your own destiny ABI, and without taking the large up-front cost of reinventing the parts of the standard library that you are satisfied with. I will choose to be optimistic, and assume that they are unused because people were not aware of them.

If your only concern is ABI, and not API, then vendors and developers can fix this on their own without negatively affecting code portability or conformance. There are a lot of things that you can do to a type or function to make it ABI incompatible with the old type. Changing the layout of a type, adding virtual methods to an existing class, and changing template parameters are the most common operations that run afoul of ABI.

Q: Are ABI changes difficult for toolchain vendors to deal with? A1: For major vendors, they difficulty varies depending on the magnitude of the break. There were several library ABI breaks notably return type changes for std::complex and associative container erase that went smoothly as well. In some cases, there are compiler heroics that can be done to mitigate an library ABI change. You will get varying responses as to whether this is a worthwhile thing to do, depending on the vendor and the change.

If the language ABI changes in a large way, then it can cause substantially more pain. A2: For smaller vendors, the difficulty of an ABI break depends on their customer base. These days, it's easier than ever to be your own toolchain vendor. That makes you a vendor with excellent insight into how difficult an ABI change would be. Q: Why don't you just rebuild after an ABI change? A1: Are you rebuilding the standard library too?

Many people will recommend not passing standard library types around, and not throwing exceptions across shared library boundaries. They often forget that at least one very commonly used shared library does exactly that If you want to use that, then you need to deal with standard library types and exceptions going across shared library boundaries.

A2: Sometimes, rebuilding isn't enough Suppose your company distributes pre-built programs to customers, and this program supports plugins e. Wireshark dissector plugins. If the plugin ABI changes, in the pre-built program, then all of the plugins need to rebuild. The customer that upgrades the program is unlikely to be the one that does the rebuilding, but they will be responsible for upgrading all the plugins as well. The customer cannot effectively upgrade until the entire ecosystem has responded to the ABI break.

At best, that takes a lot of time. More likely, some parts of the ecosystem have become unresponsive, and won't ever upgrade. This also requires upgrading large swaths of a system at once. In certain industries, it is very difficult to convince a customer to upgrade anything at all, and upgrading an entire system would be right out. Imagine breaking ABI on a system library on a phone. Just getting all of the apps that your company owns upgraded and deployed at the same time as the system library would be a herculean effort, much less getting all the third party apps to upgrade as well.

A3: Sometimes you can't rebuild everything. Sometimes, business models revolve around selling pre-built binaries to other people. It is difficult to coordinate ABI changes across these businesses. Sometimes, there is a pre-built binary, and the company that provided that binary is no longer able to provide updates, possibly because the company no longer exists. Sometimes, there is a pre-built binary that is a shared dependency among many companies e.

Breaking ABI on an upgrade of such a binary will cause substantial issues. Q: What tools do we have for managing ABI changes? A: Several, but they all have substantial trade-offs. The most direct tool is to just make a new thing and leave the old one alone. This technique allows new and old worlds to intermix, but the translations between new and old must be done explicitly.

You don't get to just rebuild your program and get the benefits of the new type. Personally, I'm fine with slapping a version number on most of these classes, as it gives a strong clue to users that we may need to revise this thing again in the future, and it would mean we might get an incrementally better hash map without needing to wait for hashing research to cease. Adding a layer of indirection, similar to COM, does a lot to address stability and extensibility, at a large cost to performance.

A: Be your own toolchain vendor, using the existing open-source libraries and tools. If you are able to rebuild all your source, then you can point all your builds at a custom standard library, and turn on or even make your own ABI breaking changes. You can have multiple standard libraries at the same time, though there are some technical challenges created when you do that. A1: Consider doing things in a non-breaking way. A3: Demonstrate that your change is so valuable that the benefit outweighs the cost, or that the cost isn't necessarily that high.

In fact, I think those questions are too broad to even be useful. I have my doubts that std::vector could be made substantially faster with only an ABI break. I can believe it if it is also coupled with an API break in the form of different exception safety guarantees. Others are free to prove me wrong though. Making constexpr will probably be fine. You'd be breaking the entire Windows ecosystem. At a minimum, you'd need a way to opt out of virtual destructors. Are you sure that you are arguing against ABI stability?

Maybe you are arguing against backwards compatibility in general. Please subscribe the sub to find all the latest textbook releases. Monthly Review Press. Peperzak et al. L Las malas juntas. Oxford University Press. Pls help. Authors: Ducharme, S. Duke University Press. Stokes Peebles, Jr. Tardy self 1 [Book] N.

Hammond: A history of Macedonia. I: Historical geography and prehistory. Rothery, Iain Gilmour, and Mark A. Klein, Melanie. The International Journal of Psychoanalysis, 29, — Hofter ed. An anthology of articles on disk recording from the pages of the Journal of the Audio engineering society Vol.

A standardized machine-readable phonetic notation. In Conference Publication No. London: Institute of Electrical Engineers, — Adolescent sport participation and symptoms of anxiety and depression: a systematic review and meta-analysis. Journal of sport and exercise psychology. Ibrahim N. Yucel B. Kim Z. Iloeje, Roshita, K. Nurfazira, C. Shi Fern, and M. Expansion and Crisis, —65 6.

Expansion and Crisis, —65 self 4 [Chapter] 8. Geoffrey Swain, Dr. Nigel Swain self 5 [article] Sci-Hub didn't work for this article so I hope someone could help me! The Paris Peace Conference chapter 3. Savelsberg, Lara L. Green Left Weekly , Tronto self 1 [Chapter] Agnieszka Uberman "English and Polish figurative language employing components of the frame of death" Cognitive Linguistics in the Year Meltzer self submitted by jaylenholt to ebookleaksdownload [link] [comments].

The standard is wording complete, and the only thing between here and getting it published is ISO process. Freestanding I had three freestanding papers coming into this meeting: P : Freestanding Library: Rewording the Status Quo P : Freestanding Library: Easy [utilities], [ranges], and [iterators] P : Freestanding Language: Optional ::operator new The first two papers are pieces of my former " P : Freestanding Proposal" paper, and had been seen by the Feature Test study group in Belfast.

During this meeting, I got to run them by the Library Incubator for some design feedback. The papers were received well, though some potential danger points still exist. And I must say the article was very helpful. We my friends and I actually came across it while looking for a way to recover some bitcoin we lost to a crypto investment scam.

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Im a search is missing in windows xp, so Ill brad sacks. We as dev merely view our-self as coin creater and technical support of this coin while providing NENG a permanent home at ShorelineCrypto Exchange. Then follow Below Steps to qualify for the Bounty: 1 Required: submit your own designed NENG logo picture in gif, png jpg or any other common graphic file format into DISCORD "bounty-submission" board 2 Optional: submit a second graphic for logo or any other marketing purposes into "bounty-submission" board.

Please limit your submission to no more than two total. Delete any wrongly submitted or undesired graphics in the board. Further more, even for mining pools, small mining pool will generate better performance than big NENG mining pool because of new algo v1. The set up configuration of NENG for scrypt pool mining is same as a typical normal scrypt coin. In other word, DynDiff on Scrypt algo is backward compatible with Scrypt algo. However, this spike difficulty like a roadblock that makes big ASIC mining less profitable.

No restriction or limit on deposit or withdraw. Fees are paid only on buyer side. Mining fees are appointed by each coin blockchain. That said, you'll need to have done the work in the previous post to be able to do this. You can get a sense for what we'll do in this Imgur gallery. In this tutorial, we'll balance software and hardware improvements to make this a pretty capable machine: Use an Arduino and an assembler to enable faster, more complex programming.

Add a stack pointer and stack to support subroutines with 74LS counters. Bonus: Enable B register output and add a Schmitt trigger to clean up your clock signal. Parts List To only update the hardware, you'll need: 2x 74LS Datasheet , Jameco which are decoders used to expand the control lines.

You can reuse one from the step counter if you don't mind reading binary numbers vs. You may have a spare one if you did my previous build. If you want to update the toolchain, you'll need: Arduino Mega Amazon to create the programmer. Ribbon Jumper Cables Amazon to connect the Arduino to the breadboard. The pinouts are identical! Just drop it in, wire the existing lines, and then run the clock output through it twice since it's inverting to get a squeaky clean clock signal.

Useful if you want to go even faster with the CPU. Step 1: Program with an Arduino and Assembler Image 1 , Image 2 There's a certain delight in the physical programming of a computer with switches. But at some point, the hardware becomes limited by how effectively you can input the software.

After upgrading the RAM, I quickly felt constrained by how long it took to program everything. You can continue to program the computer physically if you want and even after upgrading that option is still available, so this step is optional. There's probably many ways to approach the programming, but this way felt simple and in the spirit of the build. We'll start with a homemade assembler then switch to something more robust. Now we just need to route the appropriate lines to a convenient spot on the board to plug the Arduino into.

This is optional, but I rewired all the DIP switches to have ground on one side, rather than alternating sides like Ben's build. This just makes it easier to route wires. Wire the 8 address lines from the DIP switch, connecting the side opposite to ground the one going to the chips to a convenient point on the board. I put them on the far left, next to the address LEDs and above the write button circuit. Wire the 8 data lines from the DIP switch, connecting the side opposite to ground the one going to the chips directly below the address lines.

Make sure they're separated by the gutter so they're not connected. Wire a line from the write button to your input area. You want to connect the side of the button that's not connected to ground the one going to the chip. So now you have one convenient spot with 8 address lines, 8 data lines, and a write line.

If you want to get fancy, you can wire them into some kind of connector, but I found that ribbon jumper cables work nicely and keep things tidy. Since the switches are upside-down, this means they'll all be disconnected and not driving to ground. The address and write lines will simply be floating and the data lines will be weakly pulled up by 1k resistors. Either way, the Arduino can now drive the signals going into the chips using its outputs. Creating the Arduino Programmer Now that we can interface with an Arduino, we need to write some software.

If you follow Ben's video , you'll have all the knowledge you need to get this working. If you want some hints and code, see below source code : Create arrays for your data and address lines. Create functions to enable and disable your address and data lines. You want to enable them before writing. Make sure to disable them afterward so that you can still manually program using DIP switches without disconnecting the Arduino.

It'll look like void writeData byte writeAddress, byte writeData and basically use two loops, one for address and one for data, followed by toggling the write. Create a char array that contains your program and data. You can use define to create opcodes like define LDA 0x In your main function, loop through the program array and send it through writeData.

With this setup, you can now load multi-line programs in a fraction of a second! This can really come in handy with debugging by stress testing your CPU with software. Make sure to test your setup with existing programs you know run reliably. Now that you have your basic setup working, you can add 8 additional lines to read the bus and expand the program to let you read memory locations or even monitor the running of your CPU.

Making an Assembler The above will serve us well but it's missing a key feature: labels. Labels are invaluable in assembly because they're so versatile. Jumps, subroutines, variables all use labels. The problem is that labels require parsing. Parsing is a fun project on the road to a compiler but not something I wanted to delve into right now--if you're interested, you can learn about Flex and Bison. Instead, I found a custom assembler that lets you define your CPU's instruction set and it'll do everything else for you.

Let's get it setup: If you're on Windows, you can use the pre-built binaries. Otherwise, you'll need to install Rust and compile via cargo build. Create a file called 8bit. You can now write assembly by adding include "8bit. There's a lot of neat features so make sure to read the documentation! Once you've written some assembly, you can generate the machine code using. This prints out a char array just like our Arduino program used! Copy the char array into your Arduino program and send it to your CPU.

At this stage, you can start creating some pretty complex programs with ease. I would definitely play around with writing some larger programs. I actually found a bug in my hardware that was hidden for a while because my programs were never very complex! An easy way to do this is to add a 3rd 28C16 ROM and be on your way.

If you want something a little more involved but satisfying, read on. Right now the control lines are one hot encoded. This means that if you have 4 lines, you can encode 4 states. But we know that a 4-bit binary number can encode 16 states.

We'll use this principle via 74LS decoders, just like Ben used for the step counter. Choosing the Control Line Combinations Everything comes with trade-offs. In the case of combining control lines, it means the two control lines we choose to combine can never be activated at the same time. We can ensure this by encoding all the inputs together in the first 74LS and all the outputs together in a second 74LS We'll keep the remaining control lines directly connected.

Rewiring the Control Lines If your build is anything like mine, the control lines are a bit of a mess. You'll need to be careful when rewiring to ensure it all comes back together correctly. Connect them to power and ground. You'll likely run out of inverters, so place a 74LS04 on the breadboard above your decoders.

Connect it to power and ground. Do not wire anything to O0 because that's activated by which won't work for us! Remember, do not wire anything to O0! This means you need to swap the wiring on all your existing 74LS04 inverters for the LEDs and control lines to work. Make sure you track which control lines are supposed to be active high vs. Wire E3 to power and E2 to ground. This will ensure that the outputs are disabled when you're in program mode.

You can actually take off the 1k pull-up resistors from the previous tutorial at this stage, because the s actively drive the lines going to the 74LS04 inverters rather than floating like the ROMs. At this point, you really need to ensure that the massive rewiring job was successful. Connect 3 jumper wires to A0-A2 and test all the combinations manually. Make sure the correct LED lights up and check with a multimeteoscilloscope that you're getting the right signal at each chip.

Catching mistakes at this point will save you a lot of headaches! Distribute the rest of the control signals across the two ROMs. We just need to update all of our define with the new addresses and program the ROMs again.

For clarity that we're not using one-hot encoding anymore, I recommend using hex instead of binary. Testing Expanding the control lines required physically rewiring a lot of critical stuff, so small mistakes can creep up and make mysterious errors down the road. Write a program that activates each control line at least once and make sure it works properly! With your assembler and Arduino programmer, this should be trivial. Bonus: Adding B Register Output With the additional control lines, don't forget you can now add a BO signal easily which lets you fully use the B register.

It enables subroutines, recursion, and handling interrupts with some additional logic. Wiring up the Stack Pointer A stack pointer is conceptually similar to a program counter. It stores an address, you can read it and write to it, and it increments. The only difference between a stack pointer and a program counter is that the stack pointer must also decrement. Wire up power and ground. Wire the the Carry output of the right to the Count Up input of the left Do the same for the Borrow output and Count Down input.

Connect the Clear input between the two s and with an active high reset line. The B register has one you can use on its 74LSs. Connect the Load input between the two s and to a new active low control line called SI on your 74LS decoder.

Pay special attention because the output are in a weird order BACD and you want to make sure the lower A is connected to A8 and the upper A is connected to A4. Again, the inputs are in a weird order and on both sides of the chip so pay special attention.

Connect the B1-B8 outputs of the 74LS transceiver to the bus. The way the 74LS works is that if nothing is counting, both inputs are high. If you want to increment, you keep Count Down high and pulse Count Up. To decrement, you do the opposite. Take the other output and wire it to the Count Down input. At this point, everything should be working.

Let's fix that. Accessing Higher Memory Addresses We need the stack to be in a different place in memory than our regular program. The problem is, we only have an 8-bit bus, so how do we tell the RAM we want a higher address? Add an LED and resistor so you can see when the stack is active. That's it! Updating the Instruction Set All that's left now is to create some instructions that utilize the stack. We'll need to settle some conventions before we begin: Empty vs.

Full Stack: In our design, the stack pointer points to the next empty slot in memory, just like on the This is called an "empty stack" convention. ARM processors use a "full stack" convention where the stack points to the last filled slot. Ascending vs. Descending Stack: In our design, the stack pointer increases when you add something and decreases when you remove something.

This is an "ascending stack" convention. Most processors use a "descending stack", so we're bucking the trend here. If you want to add a little personal flair to your design, you can change the convention fairly easily.

Let's implement push and pop source code : Define all your new control lines, such as define SI 0x and define SO 0x We can also increment the stack pointer at this stage. POP is pretty similar. We then need to take a cycle and decrement the stack pointer with SM. Updating the assembler is easy since neither instruction has operands. And that's it!

Write some programs that take advantage of your new byte stack to make sure everything works as expected. Step 4: Add Subroutine Instructions Image The last step to complete our stack is to add subroutine instructions. This allows us to write complex programs and paves the way for things like interrupt handling.

Basically, when you want to call a subroutine, you save your spot in the program by pushing the program counter onto the stack, then jumping to the subroutine's location in memory. When you're done with the subroutine, you simply pop the program counter value from the stack and jump back into it.

We'll follow conventions and only save and restore the program counter for subroutines. Other CPUs may choose to save more state, but it's generally left up to the programmer to ensure they're not wiping out states in their subroutines e. Adding an Extra Opcode Line I've started running low on opcodes at this point. Luckily, we still have two free address lines we can use.

The problem is that the Arduino only has so much memory and with the way Ben's code is written to support conditional jumps, it starts to get tight. Converting to a regular C program is really simple source code : Copy all the define, global const arrays don't forget to expand them from 16 to 32 , and void initUCode. Add include and include to the top. Repeat this with the lower ROM too. Compile your code using gcc you can use any C compiler , like so: gcc -Wall makerom.

Running your program will spit out two binary files with the full contents of each ROM. Adding Subroutine Instructions At this point, I cleaned up my instruction set layout a bit. I made psh and pop and , respectively. I then created two new instructions: jsr and rts. These allow us to jump to a subroutine and returns from a subroutine. We're not done! If we just left this as-is, we'd jump to the 2nd byte of jsr which is not an opcode, but a memory address. All hell would break loose!

We need to add a CE step to increment the program counter and then terminate. Once you update the ROM, you should have fully functioning subroutines with 5-bit opcodes. One great way to test them is to create a recursive program to calculate something--just don't go too deep or you'll end up with a stack overflow!

Conclusion And that's it! Another successful upgrade of your 8-bit CPU. You now have a very capable machine and toolchain. At this point I would have a bunch of fun with the software aspects. In terms of hardware, there's a number of ways to go from here: Interrupts.

Interrupts are just special subroutines triggered by an external line. You can make one similar to how Ben did conditional jumps. Given this would take more than 8 steps, you'd also need to add another line for the step counter see below. ROM expansion. At this point, address lines on the ROM are getting tight which limits any expansion possibilities. With the new approach to ROM programming, it's trivial to switch out the 28C16 for the 28C that Ben uses in the LCD output.

At this point, adding a 16x2 character LCD like Ben uses in the is very possible. Fast increment instructions. This is used to speed up loops and array operations. On current implementations, std::hash will return the same result for the same input, even across program invocations. This makes it vulnerable to cache poisoning attacks. Nothing in the standard requires that different instances of a program produce the same output. An implementation could choose to have a global variable with a per-program-instance seed in it, and have std::hash mix that in.

On current implementations, std::regex is extremely slow. Allegedly, this could be improved substantially without changing the API of std::regex, though most implementations don't change std::regex due to ABI concerns. An implementation could change if it wanted to though. However, very few people have waded into the guts of std::regex and provided a faster implementation, ABI breaking or otherwise. Declaring an ABI break won't make such an implementation appear.

They are dictated by vendors and by the customers of the vendors. A new vendor could come along and have a better implementation. Even better, the most common standard library implementations are all open source now. You could fork the standard library, tweak the mangling, and be your own vendor. You can then be in control of your own destiny ABI, and without taking the large up-front cost of reinventing the parts of the standard library that you are satisfied with.

I will choose to be optimistic, and assume that they are unused because people were not aware of them. If your only concern is ABI, and not API, then vendors and developers can fix this on their own without negatively affecting code portability or conformance.

There are a lot of things that you can do to a type or function to make it ABI incompatible with the old type. Changing the layout of a type, adding virtual methods to an existing class, and changing template parameters are the most common operations that run afoul of ABI. Q: Are ABI changes difficult for toolchain vendors to deal with? A1: For major vendors, they difficulty varies depending on the magnitude of the break.

There were several library ABI breaks notably return type changes for std::complex and associative container erase that went smoothly as well. In some cases, there are compiler heroics that can be done to mitigate an library ABI change. You will get varying responses as to whether this is a worthwhile thing to do, depending on the vendor and the change.

If the language ABI changes in a large way, then it can cause substantially more pain. A2: For smaller vendors, the difficulty of an ABI break depends on their customer base. These days, it's easier than ever to be your own toolchain vendor. That makes you a vendor with excellent insight into how difficult an ABI change would be. Q: Why don't you just rebuild after an ABI change? A1: Are you rebuilding the standard library too?

Many people will recommend not passing standard library types around, and not throwing exceptions across shared library boundaries. They often forget that at least one very commonly used shared library does exactly that If you want to use that, then you need to deal with standard library types and exceptions going across shared library boundaries.

A2: Sometimes, rebuilding isn't enough Suppose your company distributes pre-built programs to customers, and this program supports plugins e. Wireshark dissector plugins. If the plugin ABI changes, in the pre-built program, then all of the plugins need to rebuild. The customer that upgrades the program is unlikely to be the one that does the rebuilding, but they will be responsible for upgrading all the plugins as well.

The customer cannot effectively upgrade until the entire ecosystem has responded to the ABI break. At best, that takes a lot of time. More likely, some parts of the ecosystem have become unresponsive, and won't ever upgrade. This also requires upgrading large swaths of a system at once. In certain industries, it is very difficult to convince a customer to upgrade anything at all, and upgrading an entire system would be right out.

Imagine breaking ABI on a system library on a phone. Just getting all of the apps that your company owns upgraded and deployed at the same time as the system library would be a herculean effort, much less getting all the third party apps to upgrade as well. A3: Sometimes you can't rebuild everything. Sometimes, business models revolve around selling pre-built binaries to other people.

It is difficult to coordinate ABI changes across these businesses. Sometimes, there is a pre-built binary, and the company that provided that binary is no longer able to provide updates, possibly because the company no longer exists. Sometimes, there is a pre-built binary that is a shared dependency among many companies e. Breaking ABI on an upgrade of such a binary will cause substantial issues.

Q: What tools do we have for managing ABI changes? A: Several, but they all have substantial trade-offs. The most direct tool is to just make a new thing and leave the old one alone. This technique allows new and old worlds to intermix, but the translations between new and old must be done explicitly. You don't get to just rebuild your program and get the benefits of the new type. Personally, I'm fine with slapping a version number on most of these classes, as it gives a strong clue to users that we may need to revise this thing again in the future, and it would mean we might get an incrementally better hash map without needing to wait for hashing research to cease.

Adding a layer of indirection, similar to COM, does a lot to address stability and extensibility, at a large cost to performance. A: Be your own toolchain vendor, using the existing open-source libraries and tools. If you are able to rebuild all your source, then you can point all your builds at a custom standard library, and turn on or even make your own ABI breaking changes.

You can have multiple standard libraries at the same time, though there are some technical challenges created when you do that. A1: Consider doing things in a non-breaking way. A3: Demonstrate that your change is so valuable that the benefit outweighs the cost, or that the cost isn't necessarily that high. In fact, I think those questions are too broad to even be useful. I have my doubts that std::vector could be made substantially faster with only an ABI break.

I can believe it if it is also coupled with an API break in the form of different exception safety guarantees. Others are free to prove me wrong though. Making constexpr will probably be fine. You'd be breaking the entire Windows ecosystem.

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