#pytorch Development Tutorials & Tips | Roast Dev

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AugMix in PyTorch (1)

Buy Me a Coffee☕*Memos: My post explains AugMix() about severity argument (1). My post explains AugMix() about severity argument (2). My post explains AugMix() about mixture_width argument (1). ...

16.03.2025 0 Read More

Building and Deploying an MNIST Digit Recognition App with PyTorch and Streamlit

Handwritten digit recognition is a classic machine learning problem, and in this tutorial, I will talk about how I built a simple yet powerful app to solve it. Using PyTorch for the model and...

16.03.2025 0 Read More

On torch.sum and torch.Tensor.sum

I'm interested to know whether, how, and to what extent LLMs (could, if suitably designed) exhibit genuine intelligence, but to figure that out, I need to know how they work. To that end I've been wat...

19.03.2025 0 Read More

🧠 How a Deep Learning Framework Actually Works (From-Scratch PyTorch Clone)

What happens under the hood when you call .backward() in PyTorch? Spoiler: it’s way more magical — and mechanical — than you think.In my latest post, I walk through building a mini deep learning...

21.03.2025 0 Read More

Comparing the Leading AI Development Frameworks: TensorFlow vs PyTorch

AI has become an essential component of software development, powering everything from customer service automation to predictive analytics. Businesses looking to implement AI solutions often begin by ...

27.03.2025 0 Read More

AugMix in PyTorch (2)

Buy Me a Coffee☕*Memos: My post explains AugMix() about no arguments and full argument. My post explains AugMix() about severity argument (2). My post explains AugMix() about mixture_width argume...

15.04.2025 0 Read More

AugMix in PyTorch (3)

Buy Me a Coffee☕*Memos: My post explains AugMix() about no arguments and full argument. My post explains AugMix() about severity argument (1). My post explains AugMix() about mixture_width argume...

15.04.2025 0 Read More

AugMix in PyTorch (4)

Buy Me a Coffee☕*Memos: My post explains AugMix() about no arguments and full argument. My post explains AugMix() about severity argument (1). My post explains AugMix() about severity argument (2...

15.04.2025 0 Read More

AugMix in PyTorch (5)

15.04.2025 0 Read More

AugMix in PyTorch (6)

15.04.2025 0 Read More

AugMix in PyTorch (1)

Building and Deploying an MNIST Digit Recognition App with PyTorch and Streamlit

On torch.sum and torch.Tensor.sum

🧠 How a Deep Learning Framework Actually Works (From-Scratch PyTorch Clone)

Comparing the Leading AI Development Frameworks: TensorFlow vs PyTorch

AugMix in PyTorch (2)

AugMix in PyTorch (3)

AugMix in PyTorch (4)

AugMix in PyTorch (5)

AugMix in PyTorch (6)

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