Mustafa @mustafa_kh4n Twitter profile

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Mustafa

@mustafa_kh4n

11 days

I am an autist.

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Mustafa

@mustafa_kh4n

12 days

Bro, hold on. I'm in the middle of something, I'm not done with the CNN yet!

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Mustafa

@mustafa_kh4n

12 days

this is going to be a deeper dive.

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Mustafa

@mustafa_kh4n

1 month

I am building a TinyOS from scratch in C and Assembly.

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Mustafa

@mustafa_kh4n

2 months

Building a tiny compiler from scratch in C

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Mustafa

@mustafa_kh4n

18 days

This is such a banger playlist. I am not putting the link here, because I want you to hit the search bar for it. So that the channel get that boost from the algorithm.

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Mustafa

@mustafa_kh4n

13 days

It's time to implement a CNN from Scratch in C.

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Mustafa

@mustafa_kh4n

1 month

Day 6 of building TinyOS from Scratch in C and Assembly. Today, I'll work on the command line with some basic commands.

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Mustafa

@mustafa_kh4n

23 days

How it started vs How its going

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Mustafa

@mustafa_kh4n

1 month

Day 3 of building TinyOS from Scratch in C and Assembly.

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Mustafa

@mustafa_kh4n

1 month

Day 5 of building TinyOS from Scratch in C and Assembly. I'll work on fixing the bitmap bug today, and hopefully I'll have it resolved today!

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Mustafa

@mustafa_kh4n

11 days

this video slaps soo hard.

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Mustafa

@mustafa_kh4n

23 days

I would highly recommend everyone to watch this podcast. It's gold.

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Mustafa

@mustafa_kh4n

1 month

Day 7 of building TinyOS from Scratch in C and Assembly. Today, I'll work on the command line tool, fix some bugs, and polish its UI.

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Mustafa

@mustafa_kh4n

1 month

I'm not feeling well, so I'll spend the day reading.

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Mustafa

@mustafa_kh4n

20 days

Today, I worked on the Digit Recognizer Neural Network in C. I optimized the memory utilization by the dataset and also the training function, which reduced the training time from 5 seconds to 2 seconds.

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Mustafa

@mustafa_kh4n

24 days

Day 9 of building TinyOS from Scratch in C and Assembly Today, I will work on the file system.

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Mustafa

@mustafa_kh4n

22 days

The TinyOS project comes to an end. What's TinyOS? It's a basic OS, that you can run on a RPi 2B. It has a CLI for interaction. Has a basic file system, creating, deleting files/directories. Has process management and scheduling. Check it out :

GitHub - Mustafa-khann/TinyOS: Tiny Raspberry Pi Operating System

Tiny Raspberry Pi Operating System. Contribute to Mustafa-khann/TinyOS development by creating an account on GitHub.

github.com

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Mustafa

@mustafa_kh4n

13 days

Mastering Neural Networks from First Principles: 1. Learn matrix multiplication 2. Understand activation functions. 3. Fu*k around for 12hrs on the tensorflow playground. 4. Implement it in C, without using any libraries. Foundations matter most!!

Tensorflow — Neural Network Playground

Tinker with a real neural network right here in your browser.

playground.tensorflow.org

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Mustafa

@mustafa_kh4n

23 days

Day 10 of building TinyOS from scratch in C and Assembly. Today, I'll work on Process Management and Process Scheduling.

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Mustafa

@mustafa_kh4n

21 days

which way anon?

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Mustafa

@mustafa_kh4n

15 days

I'm building a Sign Language Recognizer Neural Network in C.

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Mustafa

@mustafa_kh4n

2 months

The TinyCompiler is finished. I've been coding for 14 hours. My eyes and brain hurt. Imma sleep now. Here is the Github repo, if you wanna peek into it.

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Mustafa

@mustafa_kh4n

13 days

Day 2 of MNIST Sign Language Recognizer Neural Network in C. Today, I'll try to resolve the overfitting problem.

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Mustafa

@mustafa_kh4n

24 days

I'm cooked for now, will continue tomorrow. I implemented the file system, I'm done with coding it. But it doesn't work!

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Mustafa

@mustafa_kh4n

16 days

I'm cooking a neural network from Scratch in C. Stay tuned!

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Mustafa

@mustafa_kh4n

21 days

I knew the basics of OpenMP in C. But after skimming through the official NVIDIA docs on CUDA and the first chapter of this book, I was floored by the brilliance of the human mind. The way GPUs leveled up and how CUDA supercharged them is just mind blowing.

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Mustafa

@mustafa_kh4n

13 days

a math phd. with two cracked undergrads is all it takes. electrical engineering + computer science.

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Mustafa

@mustafa_kh4n

20 days

Here is the github repo :

GitHub - Mustafa-khann/MNIST-Digit-Recognizer-in-C: Optimized parallel training implementation of a...

Optimized parallel training implementation of a neural network in C for recognizing handwritten digits from scratch on the MNIST dataset - Mustafa-khann/MNIST-Digit-Recognizer-in-C

github.com

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Mustafa

@mustafa_kh4n

2 months

I did it guys. MNIST Digit Recognizer in C from scratch.

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Mustafa

@mustafa_kh4n

15 days

It's done guys, I ran the first test. It yielded 100% training accuracy, 73% testing Accuracy. So overrrfittinggggggg. Take 3 minutes on parallel to train.

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Mustafa

@mustafa_kh4n

16 days

cooking.c

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Mustafa

@mustafa_kh4n

1 month

Here is the github repo of TinyOS:

GitHub - Mustafa-khann/TinyOS: Tiny Raspberry Pi Operating System

Tiny Raspberry Pi Operating System. Contribute to Mustafa-khann/TinyOS development by creating an account on GitHub.

github.com

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Mustafa

@mustafa_kh4n

1 month

Hey X fam, I was stuck in some bugs, I seriously am so frustrated, and exhausted. I spent the whole day, and was only able to get the kernel display fkn white rectangle on the screen. I don't know how to feel about this.

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Mustafa

@mustafa_kh4n

2 months

Building MNIST digit recogniser from scratch in C.

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Mustafa

@mustafa_kh4n

18 days

BMP images are always fun to play with. a C program that converts a normal photo to a grayscale and also blurs it. grayscale uses the luminance formula. the mathematics of blurring is interesting, it takes an average of the matrix pixels , to smooth the edges and sharpness.

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Mustafa

@mustafa_kh4n

13 days

Just start building stuff. Don't worry if you don't know it all. Believe me, you'll learn alot along the way. Otherwise, you'll live your life as a spectator.

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Mustafa

@mustafa_kh4n

11 days

It took 35 minutes to train, and it didn't work !!! overfittingg....

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Mustafa

@mustafa_kh4n

22 days

Day 11 of TinyOS from Scratch in C and Assembly. Today, I will do some bug fixes and data flow optimization.

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Mustafa

@mustafa_kh4n

18 days

first thing I do in the morning after breakfast, is sit, open youtube, and watch a lecture of cs50.

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Mustafa

@mustafa_kh4n

2 months

Here is the MNIST Digit Recognizer Code Github repo:

GitHub - Mustafa-khann/MNIST-Digit-Recognizer-in-C: Optimized parallel training implementation of a...

Optimized parallel training implementation of a neural network in C for recognizing handwritten digits from scratch on the MNIST dataset - Mustafa-khann/MNIST-Digit-Recognizer-in-C

github.com

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Mustafa

@mustafa_kh4n

1 month

Day 4 of building TinyOS, today I will work on fixing the character stream to display characters, I have managed to work my way around frameBuffer to manipulate display pixels.

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Mustafa

@mustafa_kh4n

23 days

Guyss, I am done with the File System and Process Management on the TinyOS. It's still a lil buggy, so don't be surprised if you encounter any bugs.

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Mustafa

@mustafa_kh4n

13 days

My current neural network architecture cannot achieve more than 70% test accuracy. So I have to change my NN architecture to a Convolutional Neural Network - CNN. The catch? I don't even know CNN past the name. Isss gooon bee fun.

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Mustafa

@mustafa_kh4n

1 month

Day 2 of building TinyOS from scratch! Today I will be implement the display buffer to make it present a welcome message on the emulator and a command line tool.

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Mustafa

@mustafa_kh4n

13 days

Lorenz Attractor.

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Mustafa

@mustafa_kh4n

14 days

I have a friend, who is a cracked programmer. The reason he is soo good, is because he read the errors and understand the cause, rather than copy pasting them blindly into an llm. It made me 10x more efficient. Errors would annoy me. Now, I think they improve my solution.

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Mustafa

@mustafa_kh4n

13 days

People who say that you don't need math for programming, are html developers who think html is a programming language.

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Mustafa

@mustafa_kh4n

1 month

I spent the whole day debugging, and I think I'm getting closer to the origin of the problem. the problem is in access of memory addresses where the bitmap of the characters that I wrote manually in ASCII are. idk, i'm not sure. I am completely burnt out, my brain hurts.

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Mustafa

@mustafa_kh4n

7 months

like seriously, where tf is ilya?

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Mustafa

@mustafa_kh4n

15 days

yeah, you can boil water on my CPU.

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Mustafa

@mustafa_kh4n

24 days

the codebase is growing.

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Mustafa

@mustafa_kh4n

1 month

I hope y’all suffer. Coz I want y’all to succeed.

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Mustafa

@mustafa_kh4n

15 days

youtube just entitled me as cracked.

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Mustafa

@mustafa_kh4n

12 days

aight, let's sharpen the sword.

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Mustafa

@mustafa_kh4n

1 month

One of my favourite books so far!

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Mustafa

@mustafa_kh4n

22 days

embedded systems are fun.

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Mustafa

@mustafa_kh4n

16 days

Its 3am, and I am cooked fr, all this mathhh. My brain hurt, there is this sort of burn in my prefrontal cortex. Imma sleep. Hopefully, I will finish it tomorrow.

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Mustafa

@mustafa_kh4n

13 days

Machine Learning truly fascinates me, especially LLMs. And I like to code in C. An integration sounds so mean.

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Mustafa

@mustafa_kh4n

19 days

my dad often scold me for reinventing the wheel. his approach is : stand on the shoulder of giants and build - its faster. my answer is : I want to go through the process and understand it from the roots. I want to experience the process, that made them the giants.

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Mustafa

@mustafa_kh4n

2 months

Day 2 of building the MNIST Digit Recogniser from scratch in C. It’s actually simple in a complex way, I have to dry run every loop on a paper -> pseudocode -> code. It’s hard!!

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Mustafa

@mustafa_kh4n

1 month

The goal is to become the cracked engineer from 1970s.

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Mustafa

@mustafa_kh4n

1 month

Wow, this is fun (frustrating).

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Mustafa

@mustafa_kh4n

14 days

tired of writing the : git commit -m "idk wtf should i write here"? here is an automated version, it generates the message for you by sending the current staged differences to an llm.

gist:16fb113171f250ac0f61289d2c2d6366

GitHub Gist: instantly share code, notes, and snippets.

gist.github.com

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Mustafa

@mustafa_kh4n

1 month

No TinyOS work today!! I have my Autonomous drone thesis defense. Photo: prototype.

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Mustafa

@mustafa_kh4n

11 days

If C doesn't have inheritance, then how did it give birth to other languages?

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Mustafa

@mustafa_kh4n

11 days

MNIST (ASL) Sign Language Recognizer from Scratch in C. Someone on here suggested implementing Adam Optimizer on my base ANN. So let's see how it goes. Stay tuned for the results.

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Mustafa

@mustafa_kh4n

18 days

leveraging mathematics to solve real world problems through computation is the real computer science.

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Mustafa

@mustafa_kh4n

12 days

Rössler Attractor

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Mustafa

@mustafa_kh4n

4 months

Can someone explain!! Why aren’t they in a square or rectangular shape?

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Mustafa

@mustafa_kh4n

1 month

Day 1 of Building TinyOS for Pi: - Set up the ARM cross-compiler (GCC toolchain). - Install QEMU for ARM emulation. - Familiarize myself with the Raspberry Pi architecture and boot process.

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Mustafa

@mustafa_kh4n

4 months

It ain’t luck.

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Mustafa

@mustafa_kh4n

21 days

Learning is not supposed to be fun. If you are enjoying what you are learning, is because you are too comfortable learning it. Comfort means looping over the same neural pathways. Which means you are not learning at all. Discomfort is the actual indicator of learning.

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Mustafa

@mustafa_kh4n

1 month

Cracked people inspire me more, makes me push my intellectual boundries.

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Mustafa

@mustafa_kh4n

13 days

If you are goood at math, you will mostly likely excel at Programming. Programming is just the expression of your mathematical intuition.

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Mustafa

@mustafa_kh4n

23 days

good luckkk

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Mustafa

@mustafa_kh4n

1 month

this is a very different paradigm, I am beginning to see alot of the stuff that happen under the hood. I'm loving it so faar (just being dishonest).

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Mustafa

@mustafa_kh4n

13 days

and honestly, I am not very good at math. matter of fact, I had a C-Grade in the last math exam of my bachelors. Just the passing marks. And this is why, I realize the significance of mathematics in programming.

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Mustafa

@mustafa_kh4n

11 days

If you don't have ideas to build, optimize existing solutions.

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Mustafa

@mustafa_kh4n

1 month

Debugging my understanding, not my code.

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Mustafa

@mustafa_kh4n

19 days

in order to be great at it, you’ve got to make it your obsession. because mediocrity is just a fancy word for "not all in"

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Mustafa

@mustafa_kh4n

12 days

I will be intentionally deviating, because I need to.

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Mustafa

@mustafa_kh4n

1 month

The bug is fixed, thanks to @vulkantpot . The text is through to the QEMU Emulator.

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Mustafa

@mustafa_kh4n

24 days

you think you are doing enough? meanwhile anons here: @novasarc01

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Mustafa

@mustafa_kh4n

1 month

the console on my TinyOS is up!!

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Mustafa

@mustafa_kh4n

19 days

a possibility of having personal satellites in the orbit.

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Mustafa

@mustafa_kh4n

19 days

no matter how hard I try, I cannot visualize recursion past 2,3 iterations in my mind. I cannot do it, without a pen and paper. I make a bigger bubble, then a smaller bubble in it and so on. each bubble has computation for each iteration. until I reach the base case.

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Mustafa

@mustafa_kh4n

24 days

interactions with registers is much easier when done through assembly. it gets hard with C. I cannot even imagine interaction of high level languages and low level hardware. my abstraction breaks. my intuition is very inadequate, when it comes to computational thinking.

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Mustafa

@mustafa_kh4n

15 days

LLMs are capable of solving literally any problem. Context is the key.

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Mustafa

@mustafa_kh4n

1 month

After I finish this OS project, I’m going hard core on high scale data intensive over-engineered software projects.

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Mustafa

@mustafa_kh4n

1 month

honestly, I am not smart enough to be doing what I'm doing. but I do it anyways, why? becuase I like it. you don't need to be smart, if you like it. you can still go ahead and do it.

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Mustafa

@mustafa_kh4n

11 days

never have I ever thought, that I would be learning Julia at some point. But here I am.

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Mustafa

@mustafa_kh4n

1 month

How do you know you are good at something? You can reverse engineer it.

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Mustafa

@mustafa_kh4n

14 days

idk, this doesn't feel right to me. I shouldn't be pushing my laptop this hard.

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Mustafa

@mustafa_kh4n

4 months

@arpitingle @sahir2k Turn it into my ping pong room, is a banger line of all times.

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Mustafa

@mustafa_kh4n

23 days

Who’s out there training a neural network on satellite imagery and LiDAR data to build a full-on 3D point cloud of the world? That’s World 2.0—a digital playground where we can simulate, train, and mess around with robots, drones, planes, cars, and whatever else we can dream up.

Taylor Baldwin

@taylorbaldwin

23 days

Spent the last few weeks parsing NYC's massive 2017 lidar dataset (almost 1TB of data) and segmenting them by building. Now you can select any of NYC's more than 1M buildings and see its point cloud. #webgpu