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SHA256 Hashing
Hello people,
I was wondering if it's possible to do SH256 hashing with GPU.JS. If so, how would I approach this?
Thanks in advance.
I think accelerating a single hash won't be possible or if possible, not practical. But multiple hashes can be done in parallel, provided that you have the algorithm (written in js) for a single hash.
I'm working on that writing the SHA256 algo as we speak. Running it in parallel you mean with
.setOutput([100,100]);
for example?
setOutput([100, 100]) means that the output is going to be a 100x100 array where each element in the array is going to be computed in parallel, on an independent thread on the gpu.
My goal is to make a SHA256 hasher that will add a nonce. How could I add that nonce on every new thread? I'm really new to this GPU stuff
This is pulling out my hairs... It's amazing that something like this exist. But figuring this out as a noob is terrible
Is there a simpler version of your problem so that we can help you?
SHA256 is one of the more complex algorithms you'll be up against creating to run on a GPU.
Yup. I have tried to understand it a countless number of times with 0 success.
Is there a simpler version of your problem so that we can help you?
Is it possible to run a calculation in the kernel and let a number (nonce) bump it up by 1 on every thread, for example. Thread 1 calculates something with nonce 0 and thread 2 calculates something with nonce 1 etc, etc,
SHA256 is one of the more complex algorithms you'll be up against creating to run on a GPU.
It is not easy indeed though. I found some javascript code to calculate SHA256 and got it almost working on the gpu.js library but I had some small issue with some operators like '|=' and lvalue.
Is it possible to run a calculation in the kernel and let a number (nonce) bump it up by 1 on every thread, for example. Thread 1 calculates something with nonce 0 and thread 2 calculates something with nonce 1 etc, etc,
If the threads are calculating something independently then yes. You can use the this.thread.x variable as nonce.
Did you get something working? I'm actually looking for something very similar and I keep getting an error with the function I'm trying based off my existing code.
It is not easy indeed though. I found some javascript code to calculate SHA256 and got it almost working on the gpu.js library but I had some small issue with some operators like '|=' and lvalue.
Did you get something working? I'm actually looking for something very similar and I keep getting an error with the function I'm trying based off my existing code.
It is not easy indeed though. I found some javascript code to calculate SHA256 and got it almost working on the gpu.js library but I had some small issue with some operators like '|=' and lvalue.
No I did not. It is already very hard to do the calculation stuff with limited operators and limited Array ouputs. Also I don't know a few other things that is required for my project
No I did not. It is already very hard to do the calculation stuff with limited operators and limited Array ouputs. Also I don't know a few other things that is required for my project
Ah man that sucks, I was looking through the documentation and it suggests you can pass functions to it, so I assumed you could make an array and for each "this.thread.x" being your nonce compute the hash into this.thread.y.... I tried this myself and just ended up with errors, but I figured that was me just using it incorrectly and there are very few examples online of people not using the library to do graphical computations.
You can use just a 2D array with .setOutput(100 or 1000 or whatever) and then there will just be this.thread.x. You can return the hash. The output will have an array of all the hashes.
For operators that are not supported, you might have to implement them yourself using other ones.
@HarshKhandeparkar It's reassuring to know that what I want to do is possible, but I just can't figure it out. I've tried to methods so far:
Using a function with my variables declared to feed into the function and return the hash (with const kernel modified to use kernelFunction)
function kernelFunction(index, lasthash, timestamp, data, nonce) { return SHA256(index + lasthash + timestamp + JSON.stringify(data) + nonce).toString(); }
Then I tried just doing it all inside createKernel, as is done on the Caesar cipher example..
const kernel = gpu.createKernel(function (index, lasthash, timestamp, data, nonce) { return SHA256(index, lasthash, timestamp, data, [this.thread.x]); }).setOutput(1024);
I get the following error with the above:
const [width, height] = this.output;
TypeError: this.output is not iterable
I'm confused as to whether I need to generate an empty matrix first to populate with the hash or not (this isn't done in the Caesar cipher example)?
P.s: Apologies for hijacking the issue @SpookyPool
NOTE: string outputs are not supported at all. Nor are strings supported inside kernels.
So SHA256 is just defined as a requre:
const SHA256 = require('crypto-js/sha256');
Though I did not realise strings aren't supported, I suppose I'll have to play around with the JSON object and convert before feeding to the kernel then
Could you guys add me onto discord?! So we can create a group and figure this out together?! Appeljuice#0420
So SHA256 is just defined as a requre:
const SHA256 = require('crypto-js/sha256');Though I did not realise strings aren't supported, I suppose I'll have to play around with the JSON object and convert before feeding to the kernel then
I did got my sha256 generation almost working by coverting my string to bytes array and passing that into the sha256 inside the kernel and then do the magic. But he part of the whole magic is just way beyond my limits
Could you guys add me onto discord?! So we can create a group and figure this out together?! Appeljuice#0420
All of us can talk on gitter if you don't mind. I don't mind discord either but gitter already has a gpu.js community. https://gitter.im/gpujs/gpu.js
@HarshKhandeparkar Ahhh okay that makes sense - I just had a quick look through the sha256 script and it looks like it's calling multiple other libraries from Crypto (core, hmac256) so not sure it would be possible to just adapt that code into the same file as to avoid calling an external function. Can you think of any potential workarounds?
Could you guys add me onto discord?! So we can create a group and figure this out together?! Appeljuice#0420
All of us can talk on gitter if you don't mind. I don't mind discord either but gitter already has a gpu.js community. https://gitter.im/gpujs/gpu.js
Gitter seems fine! I posted already there. U cannot use any external librarys in the kernel. You have to create your own because everything is done in numbers. I'm willing to take another shot on this sha256 stuff but I'm not sure if I will be able to get it working
@SpookyPool Did you rewrite from the original script? Seems like such a daunting task, but it's the last step in my project before I can 100% complete it so between two minds as to whether or not I leave with current functionality
Was just trying to speculate whether or not the calculation ran by my original function would be equal to that of the GPU kernel once deviating from the library - which might break my app altogether 😮
GPU.js transpiles javascript into GLSL(a much lower level language) under the hood. This compiled code is then run on the GPU.
And it is a compiled language, in fact, it doesn't even support strings. Whatever you write as the kernel function will be first converted to a string and then compiled to GLSL, so whatever is defined inside the kernel function only will be transpiled. If you try to reference something undefined like the function SHA256 in your case, it will throw an error.
If at all you want external functions, you will either have to implement them yourself or transpile library function(if possible) directly. Useful: https://github.com/gpujs/gpu.js#adding-custom-functions