Let’s dive quickly into the main topic. I hope you read my previous article here. In my last post, I talked about the trade-offs between CPU and GPU when it comes to matrix multiplication. A single GPU core (which often refers to the tensor core) performs matrix multiplication much faster than a CPU core (4… Continue reading Why precision matters, use cases
Continuation from here https://joyantablog.wordpress.com/2025/04/08/neural-network-dive-deeper/ Let’s continue exploring the hardware magic behind long machine learning tasks like training and inference. In my previous post, I discussed how tools like TensorFlow and PyTorch offload resource management and expose optimal approaches through libraries and APIs. This enables you to focus on understanding the methods and functionalities, applying them… Continue reading Hardware role for ML
Continuation from here . What discussed so far how micro services helps implementing server-less architecture for Neural network based architecture. In this article I will talk few interesting topics like parallel computing, how ML library tools helps implementing smart resource management, and finish by giving a touch hardware solutions from NVIDIA helps accelerating ML progress.… Continue reading Neural network, Dive Deeper
When reading my articles, you might notice that some ideas are simplified — and that’s intentional. I know that not everyone comes from a technical background, and I want these posts to be as approachable as possible. That’s also why I welcome conversation in the comments — to dive deeper, clarify, and learn together. My… Continue reading Serverless computing continue.
When reading my articles, you might notice that some ideas are simplified — and that’s intentional. I know that not everyone comes from a technical background, and I want these posts to be as approachable as possible. That’s also why I welcome conversation in the comments — to dive deeper, clarify, and learn together. My… Continue reading Serverless Computing (Dive Deeper)
In this post, I’d like to share some thoughts on serverless computing, especially in the context of AI/ML. I’ve kept the content light on technical jargon so it’s easier to follow, even if you’re not deeply familiar with these concepts. Feel free to comment and share your thoughts! Running powerful computing systems isn’t just about… Continue reading Serverless Computing and AI/ML — Balancing Performance, Cost, and Sustainability
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