Azure for Architect! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode geni.us/Azure-Architects

【多層パーセプトロンの計算をGPU上でまとめる仕組み】 Hugging Faceが、PyTorchの線形層からMLP（多層パーセプトロン）までをプロファイラ（処理の流れを調べる機能）でたどる解説記事を公開。 記事では、torch.compileによりGeLU、mul、reshapeの処理が1つのTritonカーネル（GPUで動く計算単位）にまとまり、中間テンソル（途中結果）がHBM（GPUメモリ）を往復しなくなる流れを示す。 LigerGEGLUMLP（LigerのMLP層）は同じ融合をTritonカーネルに組み込み、Dynamo（コンパイル時の前処理）のガードやコンパイル待ちなしで動かす構成。入力形状が変わる場面での動作の違いも扱う。

PyTorch Lightning Compromised in PyPI Supply Chain Attack to Steal Credentials dlvr.it/TT1nx7 #PyTorch #Python #SupplyChainAttack #Cybersecurity #DataProtection

A Telugu guy from Hyderabad built PyTorch. Today, it's the backbone of modern AI research and powers breakthroughs happening across the world. That's one hell of an export from Hyderabad.

🚀 Associate Engineer - AI/ML with Python @ HARMAN 📍 Bangalore | 0-1 yrs 🎓 BE/BTech | AI/ML/Data Science 🔧 Python, LangChain, LlamaIndex, TensorFlow, PyTorch, Docker, AWS 💰 INR 8–15 LPA #Jobformore #HARMAN #AIJobs #Freshers #Hiring Apply: jobformore.com/jobs/harman-h…

Python Tricks The Book! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode geni.us/Python-Tricks-Buffet

a telugu guy from hyderabad building pytorch is a great story but let's be honest, the real export was the innovation itself, not just the person

counterpoint... if you never touch pytorch, are you learning ai or just touring it?

You can't. PyTorch, TensorFlow, NumPy, Hugging Face, LangChain, every major AI framework defaults to Python. The ecosystem lock-in is total. C runs the actual inference under the hood but nobody's writing AI applications in it. Python won by being the glue layer and now it's the only layer most people touch.

4/ Friendlier from Python, too: • pounce.minimize ≈ drop-in for scipy.optimize.minimize • correct curve_fit covariances on badly-scaled data • new PyTorch frontend — backprop through a constrained solve, feasible-by-construction

GPT-like LLMs from scratch in PyTorch. 10 notebooks (explained step by step) > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on. github.com/analyticalrohit/l…

DYK you can switch between TPUs and GPUs without rewriting code? Now, with native PyTorch support for TPUs, you can bring your research teams and models to TPUs as they are. For day 6 of #8daysofTPU8, learn more about TorchTPU → goo.gle/3QGZvhE

PyTorch might be one of the most impactful software exports most people have never heard of.

Discover how the open-source TextGrad framework uses PyTorch-style abstractions and text-based backpropagation to optimize multi-agent networks. #llms #aiagentoptimization...Show more

Profiling in PyTorch (Part 2): From nn.Linear to a Fused MLP - Hugging Face👇 huggingface.co/blog/torch-ml…

Never knew this abt pytorch

I ported Paligemma from PyTorch to TensorFlow for inferencing. Does github.com/kuleshov-group/bd… have external dependencies ? I was going to attempt it.