Tutorial for openCL and openMP--locations? - linux

I am looking for tutorials on openCL and openMP. I didn't see a thread on this in past, not to say it's not there.
I'm going to be developing in linux with i7-740QM, and nvidia gtx 285M.
Google hasn't helped me out on this one.

OpenCL: http://www.macresearch.org/opencl is a very well explained set of videos with slides and sample code. Unlike the URL could suggest, this is not restricted to mac. He starts from scratch assuming no knowledge of GPU programming and goes up to memory access optimizations. I recommend watching the whole podcast. His optimizations are GPU-specific though ; you didn't specify what device you want to use.
OpenMP is pretty straightforward. This will get you started (and has more links on the bottom) and this goes further. These were on the first page of googling "OpenMP tutorial".
Note: in your next question, please specify the programming language you want to use or, if yo don't care, say so.

Related

How to proceed with Linux source code customization?

I am a non CS/IT student, but having knowledge of C, Java, DS and Algorithms. Now-a-days I am focusing on operating system and had gained some of its concepts. But I want some practical knowledge of it. Merely writing algo code in java/c has no fun in doing. I have gone through many articles where they mentioned we can customize source code of Linux-kernel.
I want to start customizing the kernel as I move ahead in the learning of OS concepts and apply the same. It will make two goals achievable 1. I will gain practical idea of the operating system 2. I will have a project.
Problem which I face-
1. From where to get the source code? Which source code should I download? Also the documentation if possible.
https://www.kernel.org/
I went in there but there are so many of them which one will be better?
2. How will I customize the code once I have it?
Please give me suggestions with detail about how I should start this journey (of changing source code to customize Linux).
Moreover I am using Windows 8.
I recommend first reading several books on OSes and on programming. You need a broad CS culture (if possible get a CS degree)
I am a non CS/IT student,
You'll better become one, or else spend years of work to learn all the stuff a CS graduate student has learnt.
First, you need to be very familiar with Linux programming on user side (application programs). So read at least Advanced Linux Programming and study the source code of several programs, including shells (and some kind of servers). Read also carefully syscalls(2). Explore the state of your kernel (e.g. thru proc(5)...). Look into https://kernelnewbies.org/
I also recommend learning several programming languages. You should in particular read SICP, an excellent introduction to programming. Read also some book like programming language pragmatics. Read something about continuation and continuation passing style. Read the Dragon book. Read some Introduction to Algorithms. Read something about computer architecture and instruction set architecture
Merely writing algo code in java/c has no fun in doing.
But the kernel is also written in C (mostly) and full of algorithmic code. What makes you think you'll get more fun in it?
I want to start customizing the kernel as I move ahead in the learning of OS concepts and apply the same.
But why? Why don't you also consider studying and contributing to some user-level code
I would recommend first reading a good book on OSes in general, notably Operating Systems: Three Easy Pieces. Look also on OSdev.
At last, the general advice about kernel programming is don't. A common mistake is to try adding code inside the kernel to solve some issue that can and should be solved in user-land.
How will I customize the code once I have it?
You probably should not customize the kernel, but if you did you'll use familiar tools (a good source code editor like emacs or vim, a compiler and linker on the command line, a build automation tool like make). Patching the kernel is similar to patching some other free software. But testing your kernel is harder (because you'll often reboot).
You'll also find several books explaining the Linux kernel.
If you still want to customize the kernel you should first try to code some kernel module.
Moreover I am using Windows 8.
This is a huge mistake. You first need to be an advanced Linux user. So wipe out Windows from your computer, and install some Linux distribution -I recommend Debian- (and use only Linux, no more Windows). Become familiar with command line.
I seriously recommend to avoid working on the kernel as your first project.
I strongly recommend looking at some existing user-land free software project first (there are thousands of them, notably on github, e.g. choose some package in your distribution, study its source code, work on it, propose the patch to the community). Be able to build from source code a lot of things.
A wise man once said you "must act your way into right thinking, as you cannot think your way into right acting". In your case, you'll need to act as an experienced programmer would act, which means before we write any code, we need to answer some questions.
What do we want to change?
Why do we want to change it?
What are the repercussions of this change (ie what other functions - out of all the 10's of millions of lines of source code - call this function)?
After we've made the change, how are we going to compile it? In other words, there is a defined process for this. What is it?
After we compile our new kernel/module, how are we going to test it?
A good start, in addition to the answer that was just posted, would be to run LFS (Linux from Scratch). Get a successful install of that and use it as a starting point.
Now, since we're experienced programmers, we know that tinkering with a 10M+ line codebase is a recipe for trouble; we need a bit more direction than that. Here's a list of bugs that need to be fixed: https://bugzilla.kernel.org/buglist.cgi?chfield=%5BBug%20creation%5D&chfieldfrom=7d
I, for one, would be glad to see the one called "AUFS hangs on fanotify" go away, as I use AUFS with Docker on a daily basis.
If, down the line, you decide you'd rather hack on something besides the kernel, there are plenty of other options.
From your question it follows that you've already gained some concepts of an operating system. However, if you feel that it's still insufficient, it is OK to spend more time on learning. An operating system (mainly, a kernel) has certain tasks to perform like memory management (or memory protection), multiprogramming, hardware abstraction and so on. Neither of the topics may be neglected - they are all as important. So, if you have some time, you may refer to such useful books as "Modern Operating Systems" by Andrew Tanenbaum. Special books like that will shed much light on all important aspects of a modern OS. Suffice it to say, Linux kernel itself was started by Linus Torvalds because of a strong inspiration by MINIX - an educational project by A. Tanenbaum.
Such a cumbersome project like an OS kernel (BSD, Linux, etc.) contains lots of code. Many people are collaborating to write or enhance whatever parts of the kernel. So, there is a common and inevitable need to use a version control system. So, if you have an intention to submit your code to the kernel in future, you also have to have hands on with version control. Particularly, Linux relies on Git SCM (software configuration management - a synonym for version control).
So, once you have some knowledge of Git, you can install it on your computer and download Linux source code: git clone https://github.com/torvalds/linux.git
Determine your goals at Linux kernel modification. What do you want to achieve? Perhaps, you have a network card which you suspect to miss some features in Linux? Take a look at the other vendors' drivers and make an attempt to fix the driver of interest to include the features. Of course, this will require some knowledge of the HW, and, if the features are HW dependent, you will unlikely succeed to elaborate your code without special knowledge. But, in general, - if you are trying to make an enhancement, it assumes that you are an experienced Linux user yourself. Otherwise, how will you understand that some fixes/enhancements/etc. are required? So, I can't help but agree with the proposal to postpone Windows 8 for a while and start using some Linux distribution (eg. Debian).
If you succeed to determine your goals (eg. if you find a paper describing some desired changes in Linux kernel or if you decide to enhance some device drivers / write your own), you will be able to try it hands on. However, you still might need some helpful books, but, in this case, some Linux-specific ones. Also, writing C code for the kernel itself will require one important detail - you will need to comply with a so called coding standard, otherwise Linux kernel maintainers will not be able to accept your patches.
So, I made an attempt to outline some tips based on your current question. Of course, the job of kernel development has far more broad prerequisites, but these are which are just obvious.

Linux kernel/os source code documentation?

Is there a Linux distro (other than Minix) with good documentation for the source code? Or, is there some good documentation to describe the general Linux source code?
I have downloaded the Kernel source code, but, it is (unsurprisingly) a little overwhelming to find my way around and I wondered if there were some higher-level documentation to go with how the Linux kernel works?
Have you tried having a look on The linux documentation project I've find it quietly exhaustive regarding linux
They have a section The Linux Kernel wich is an online book that explains
how the linux kernel works and why it does behaves in certain ways, you should deffinitely
look into it because it's very well made.
Some of the Linux kernel code has decent commenting as documentation, but if you're going to be getting into kernel development, I'd recommend picking up a good book. A good, relatively easy-to-read one is Linux Kernel Development, by Robert Love. I got started on the Second Edition when I was in college, and keep a copy of the third on my bookshelf now.
I also find the Linux Cross Reference site helpful in jumping around the kernel source code. It's nice for tracking down functions that are in different files, and getting at what you need.
If you want to learn about operating systems and their basics, I strongly suggest you to start with a small kernel and then ramp up to learn about Linux. Starting with an operating system like Linux would be overwhelming in terms of code and documentation.
There is XV6 operating system which follows the basic Unix notion of files and processes. You can get the code listing and the documentation explaining the code properly. Here is a link to it. link.
Since academia is using this course as a baseline, I think you should get good support for understanding the same.
Linux Core Kernel Commentary is a little dated, but is still an excellent source of info.
For something which is not obsolete (like kernel.org/doc is), you may see:
Free Electrons Linux/Documentation/ (3.8)
Linux Cross Reference kernel/Documentation/
kernel-doc (3.6.10)
The first is the one I prefer personally (clean, readable, pleasant, up‑to‑date).
The second is the most well known.
The third, is for download, if you wish to browse and search it off‑line (may be handy in some case).
My two cents as a side note before I leave: I feel it's weird how for such a famous stuff as the Linux kernel is, when you search the web for documentation, you get masses of obsolete documentations, and how the rather up‑to‑date ones seems to be rather hidden and far from the top position of search engines.

Can anyone tell me the name of the old 8 bit processor used most for emulator beginners?

I remember a few years ago writing an emulator for an 8 bit processor, which IIRC, never really existed. It was thought up by someone in order to write a emulator, and was referenced a lot for beginners in the field of emulation. I lost the code that I had and I wanted to look it up again. (bummer really. It had a nice debugger, with register, stack, and memory views and break points. Full screen, sound, saved states. I liked it a lot D: )
I've been googling with no luck. The name in my head was Z80, but I quickly realized that that was the processor for the Gameboys xD hahaha
I don't have an answer to the specific question (name the 8-bit processor) but on computer architecture courses in college classes they usually teach MIPS (32bit) cpu design.
The emulators used in those courses are usually Mars or QTSPIM which both emulate the MIPS assembly code and don't really emulate the actual cpu.
http://spimsimulator.sourceforge.net/
http://courses.missouristate.edu/KenVollmar/MARS/
There are graphic emaulators for the actual cpu design too, although single cycle, for example:
http://jamesgart.com/procsim/
Sorry I couldnt help with the 8 bit cpu.
Chip-8 is what I was looking for!
I came across it here: http://www.zophar.net/chip8.html
Found out it wasn't technically a made up processor, but actually a made up language created for the purpose of writing basic games in old computers. The reason I had it in my head for emulation is because, by writing an emulator for this, you get a very good idea of how to efficiently process op-codes in the emulation of something like a real processor. So it wasn't so much of a "Here is a useful thing to emulate," but more of a "This would be good to show you how to do design the emulator, then you can move on to more complicated things."

Resources that explain Linux source code

Looking for resources that can help getting 'into' the Linux code. Could not get much help on Google. I have no issues on the distro covered by the book/resource, but will like if Fedora is the base. Also, it would be great if the resource is well maintained and updated.
this looks promising:
http://kernelnewbies.org/KernelHacking
Note that you will need to be familiar with Operating Systems concepts to even understand the concepts of how memory is allocated, how processes are scheduled, and whatnot. Also, the code of the linux kernel is monstrously complex.
You are undertaking a daunting task. But have fun with it. You might want to start with a small device driver's code.
http://www.makelinux.net/kernel_map may be a good place to start. A clickable map which takes you to the part of the source you clicked. Readable in a browser.
If you are talking about the Linux kernel, kernel newbies is absolutely awesome. Besides that, I don't think theres a single resource to recommend.
If you are trying to understand the linux kernel source code, then the exact distribution you are using, is not very relevant.
I would recommend the book from Robert Love: Linux Kernel Development, currently in its third edition. It will give you an understanding of the main parts of the kernel.

How do emulators work and how are they written? [closed]

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How do emulators work? When I see NES/SNES or C64 emulators, it astounds me.
Do you have to emulate the processor of those machines by interpreting its particular assembly instructions? What else goes into it? How are they typically designed?
Can you give any advice for someone interested in writing an emulator (particularly a game system)?
Emulation is a multi-faceted area. Here are the basic ideas and functional components. I'm going to break it into pieces and then fill in the details via edits. Many of the things I'm going to describe will require knowledge of the inner workings of processors -- assembly knowledge is necessary. If I'm a bit too vague on certain things, please ask questions so I can continue to improve this answer.
Basic idea:
Emulation works by handling the behavior of the processor and the individual components. You build each individual piece of the system and then connect the pieces much like wires do in hardware.
Processor emulation:
There are three ways of handling processor emulation:
Interpretation
Dynamic recompilation
Static recompilation
With all of these paths, you have the same overall goal: execute a piece of code to modify processor state and interact with 'hardware'. Processor state is a conglomeration of the processor registers, interrupt handlers, etc for a given processor target. For the 6502, you'd have a number of 8-bit integers representing registers: A, X, Y, P, and S; you'd also have a 16-bit PC register.
With interpretation, you start at the IP (instruction pointer -- also called PC, program counter) and read the instruction from memory. Your code parses this instruction and uses this information to alter processor state as specified by your processor. The core problem with interpretation is that it's very slow; each time you handle a given instruction, you have to decode it and perform the requisite operation.
With dynamic recompilation, you iterate over the code much like interpretation, but instead of just executing opcodes, you build up a list of operations. Once you reach a branch instruction, you compile this list of operations to machine code for your host platform, then you cache this compiled code and execute it. Then when you hit a given instruction group again, you only have to execute the code from the cache. (BTW, most people don't actually make a list of instructions but compile them to machine code on the fly -- this makes it more difficult to optimize, but that's out of the scope of this answer, unless enough people are interested)
With static recompilation, you do the same as in dynamic recompilation, but you follow branches. You end up building a chunk of code that represents all of the code in the program, which can then be executed with no further interference. This would be a great mechanism if it weren't for the following problems:
Code that isn't in the program to begin with (e.g. compressed, encrypted, generated/modified at runtime, etc) won't be recompiled, so it won't run
It's been proven that finding all the code in a given binary is equivalent to the Halting problem
These combine to make static recompilation completely infeasible in 99% of cases. For more information, Michael Steil has done some great research into static recompilation -- the best I've seen.
The other side to processor emulation is the way in which you interact with hardware. This really has two sides:
Processor timing
Interrupt handling
Processor timing:
Certain platforms -- especially older consoles like the NES, SNES, etc -- require your emulator to have strict timing to be completely compatible. With the NES, you have the PPU (pixel processing unit) which requires that the CPU put pixels into its memory at precise moments. If you use interpretation, you can easily count cycles and emulate proper timing; with dynamic/static recompilation, things are a /lot/ more complex.
Interrupt handling:
Interrupts are the primary mechanism that the CPU communicates with hardware. Generally, your hardware components will tell the CPU what interrupts it cares about. This is pretty straightforward -- when your code throws a given interrupt, you look at the interrupt handler table and call the proper callback.
Hardware emulation:
There are two sides to emulating a given hardware device:
Emulating the functionality of the device
Emulating the actual device interfaces
Take the case of a hard-drive. The functionality is emulated by creating the backing storage, read/write/format routines, etc. This part is generally very straightforward.
The actual interface of the device is a bit more complex. This is generally some combination of memory mapped registers (e.g. parts of memory that the device watches for changes to do signaling) and interrupts. For a hard-drive, you may have a memory mapped area where you place read commands, writes, etc, then read this data back.
I'd go into more detail, but there are a million ways you can go with it. If you have any specific questions here, feel free to ask and I'll add the info.
Resources:
I think I've given a pretty good intro here, but there are a ton of additional areas. I'm more than happy to help with any questions; I've been very vague in most of this simply due to the immense complexity.
Obligatory Wikipedia links:
Emulator
Dynamic recompilation
General emulation resources:
Zophar -- This is where I got my start with emulation, first downloading emulators and eventually plundering their immense archives of documentation. This is the absolute best resource you can possibly have.
NGEmu -- Not many direct resources, but their forums are unbeatable.
RomHacking.net -- The documents section contains resources regarding machine architecture for popular consoles
Emulator projects to reference:
IronBabel -- This is an emulation platform for .NET, written in Nemerle and recompiles code to C# on the fly. Disclaimer: This is my project, so pardon the shameless plug.
BSnes -- An awesome SNES emulator with the goal of cycle-perfect accuracy.
MAME -- The arcade emulator. Great reference.
6502asm.com -- This is a JavaScript 6502 emulator with a cool little forum.
dynarec'd 6502asm -- This is a little hack I did over a day or two. I took the existing emulator from 6502asm.com and changed it to dynamically recompile the code to JavaScript for massive speed increases.
Processor recompilation references:
The research into static recompilation done by Michael Steil (referenced above) culminated in this paper and you can find source and such here.
Addendum:
It's been well over a year since this answer was submitted and with all the attention it's been getting, I figured it's time to update some things.
Perhaps the most exciting thing in emulation right now is libcpu, started by the aforementioned Michael Steil. It's a library intended to support a large number of CPU cores, which use LLVM for recompilation (static and dynamic!). It's got huge potential, and I think it'll do great things for emulation.
emu-docs has also been brought to my attention, which houses a great repository of system documentation, which is very useful for emulation purposes. I haven't spent much time there, but it looks like they have a lot of great resources.
I'm glad this post has been helpful, and I'm hoping I can get off my arse and finish up my book on the subject by the end of the year/early next year.
A guy named Victor Moya del Barrio wrote his thesis on this topic. A lot of good information on 152 pages. You can download the PDF here.
If you don't want to register with scribd, you can google for the PDF title, "Study of the techniques for emulation programming". There are a couple of different sources for the PDF.
Emulation may seem daunting but is actually quite easier than simulating.
Any processor typically has a well-written specification that describes states, interactions, etc.
If you did not care about performance at all, then you could easily emulate most older processors using very elegant object oriented programs. For example, an X86 processor would need something to maintain the state of registers (easy), something to maintain the state of memory (easy), and something that would take each incoming command and apply it to the current state of the machine. If you really wanted accuracy, you would also emulate memory translations, caching, etc., but that is doable.
In fact, many microchip and CPU manufacturers test programs against an emulator of the chip and then against the chip itself, which helps them find out if there are issues in the specifications of the chip, or in the actual implementation of the chip in hardware. For example, it is possible to write a chip specification that would result in deadlocks, and when a deadline occurs in the hardware it's important to see if it could be reproduced in the specification since that indicates a greater problem than something in the chip implementation.
Of course, emulators for video games usually care about performance so they don't use naive implementations, and they also include code that interfaces with the host system's OS, for example to use drawing and sound.
Considering the very slow performance of old video games (NES/SNES, etc.), emulation is quite easy on modern systems. In fact, it's even more amazing that you could just download a set of every SNES game ever or any Atari 2600 game ever, considering that when these systems were popular having free access to every cartridge would have been a dream come true.
I know that this question is a bit old, but I would like to add something to the discussion. Most of the answers here center around emulators interpreting the machine instructions of the systems they emulate.
However, there is a very well-known exception to this called "UltraHLE" (WIKIpedia article). UltraHLE, one of the most famous emulators ever created, emulated commercial Nintendo 64 games (with decent performance on home computers) at a time when it was widely considered impossible to do so. As a matter of fact, Nintendo was still producing new titles for the Nintendo 64 when UltraHLE was created!
For the first time, I saw articles about emulators in print magazines where before, I had only seen them discussed on the web.
The concept of UltraHLE was to make possible the impossible by emulating C library calls instead of machine level calls.
Something worth taking a look at is Imran Nazar's attempt at writing a Gameboy emulator in JavaScript.
Having created my own emulator of the BBC Microcomputer of the 80s (type VBeeb into Google), there are a number of things to know.
You're not emulating the real thing as such, that would be a replica. Instead, you're emulating State. A good example is a calculator, the real thing has buttons, screen, case etc. But to emulate a calculator you only need to emulate whether buttons are up or down, which segments of LCD are on, etc. Basically, a set of numbers representing all the possible combinations of things that can change in a calculator.
You only need the interface of the emulator to appear and behave like the real thing. The more convincing this is the closer the emulation is. What goes on behind the scenes can be anything you like. But, for ease of writing an emulator, there is a mental mapping that happens between the real system, i.e. chips, displays, keyboards, circuit boards, and the abstract computer code.
To emulate a computer system, it's easiest to break it up into smaller chunks and emulate those chunks individually. Then string the whole lot together for the finished product. Much like a set of black boxes with inputs and outputs, which lends itself beautifully to object oriented programming. You can further subdivide these chunks to make life easier.
Practically speaking, you're generally looking to write for speed and fidelity of emulation. This is because software on the target system will (may) run more slowly than the original hardware on the source system. That may constrain the choice of programming language, compilers, target system etc.
Further to that you have to circumscribe what you're prepared to emulate, for example its not necessary to emulate the voltage state of transistors in a microprocessor, but its probably necessary to emulate the state of the register set of the microprocessor.
Generally speaking the smaller the level of detail of emulation, the more fidelity you'll get to the original system.
Finally, information for older systems may be incomplete or non-existent. So getting hold of original equipment is essential, or at least prising apart another good emulator that someone else has written!
Yes, you have to interpret the whole binary machine code mess "by hand". Not only that, most of the time you also have to simulate some exotic hardware that doesn't have an equivalent on the target machine.
The simple approach is to interpret the instructions one-by-one. That works well, but it's slow. A faster approach is recompilation - translating the source machine code to target machine code. This is more complicated, as most instructions will not map one-to-one. Instead you will have to make elaborate work-arounds that involve additional code. But in the end it's much faster. Most modern emulators do this.
When you develop an emulator you are interpreting the processor assembly that the system is working on (Z80, 8080, PS CPU, etc.).
You also need to emulate all peripherals that the system has (video output, controller).
You should start writing emulators for the simpe systems like the good old Game Boy (that use a Z80 processor, am I not not mistaking) OR for C64.
Emulator are very hard to create since there are many hacks (as in unusual
effects), timing issues, etc that you need to simulate.
For an example of this, see http://queue.acm.org/detail.cfm?id=1755886.
That will also show you why you ‘need’ a multi-GHz CPU for emulating a 1MHz one.
Also check out Darek Mihocka's Emulators.com for great advice on instruction-level optimization for JITs, and many other goodies on building efficient emulators.
I've never done anything so fancy as to emulate a game console but I did take a course once where the assignment was to write an emulator for the machine described in Andrew Tanenbaums Structured Computer Organization. That was fun an gave me a lot of aha moments. You might want to pick that book up before diving in to writing a real emulator.
Advice on emulating a real system or your own thing?
I can say that emulators work by emulating the ENTIRE hardware. Maybe not down to the circuit (as moving bits around like the HW would do. Moving the byte is the end result so copying the byte is fine). Emulator are very hard to create since there are many hacks (as in unusual effects), timing issues, etc that you need to simulate. If one (input) piece is wrong the entire system can do down or at best have a bug/glitch.
The Shared Source Device Emulator contains buildable source code to a PocketPC/Smartphone emulator (Requires Visual Studio, runs on Windows). I worked on V1 and V2 of the binary release.
It tackles many emulation issues:
- efficient address translation from guest virtual to guest physical to host virtual
- JIT compilation of guest code
- simulation of peripheral devices such as network adapters, touchscreen and audio
- UI integration, for host keyboard and mouse
- save/restore of state, for simulation of resume from low-power mode
To add the answer provided by #Cody Brocious
In the context of virtualization where you are emulating a new system(CPU , I/O etc ) to a virtual machine we can see the following categories of emulators.
Interpretation: bochs is an example of interpreter , it is a x86 PC emulator,it takes each instruction from guest system translates it in another set of instruction( of the host ISA) to produce the intended effect.Yes it is very slow , it doesn't cache anything so every instruction goes through the same cycle.
Dynamic emalator: Qemu is a dynamic emulator. It does on the fly translation of guest instruction also caches results.The best part is that executes as many instructions as possible directly on the host system so that emulation is faster. Also as mentioned by Cody, it divides the code into blocks ( 1 single flow of execution).
Static emulator: As far I know there are no static emulator that can be helpful in virtualization.
How I would start emulation.
1.Get books based around low level programming, you'll need it for the "pretend" operating system of the Nintendo...game boy...
2.Get books on emulation specifically, and maybe os development. (you won't be making an os, but the closest to it.
3.look at some open source emulators, especially ones of the system you want to make an emulator for.
4.copy snippets of the more complex code into your IDE/compliler. This will save you writing out long code. This is what I do for os development, use a district of linux
I wrote an article about emulating the Chip-8 system in JavaScript.
It's a great place to start as the system isn't very complicated, but you still learn how opcodes, the stack, registers, etc work.
I will be writing a longer guide soon for the NES.

Resources