[Deep Dive] How many times does one line of PyTorch access GPU memory? ~Counting kernels to understand slowness~

I recently read an article by Adam Mainz (@MainzOnX) titled "What even is a kernel?". It is an introductory article that ...

4 Practical Books on Python Machine Learning

Introduction A few years ago, I was solely responsible for an in-house demand forecasting model. The scores on the validation ...
RS Web Solutions

MIT’s Alex Zhang Claims OpenAI and Anthropic Coding Agents Are Essentially Identical

MIT’s Alex Zhang reveals why OpenAI and Anthropic coding agents are basically the same, sparking debate in AI development ...
Techgenyz

VS Code 1.140 Expands AI Coding With Multi-Agent Workflows

VS Code 1.140 adds multi-folder sessions, remote delegation, Copilot harness support and HydraFusion for more flexible AI ...
Analytics Insight

Deep Learning Cheat Sheet for Beginners & Professionals

Overview:  Deep learning uses multi-layer neural networks to learn patterns from data.CNNs, RNNs, LSTMs, transformers, and ...
blog.csdn

AutoGluon 1.1.1 版本更新深度解读：Tabular / TimeSeries / Multimodal 修复要点与 PyTorch 2.2/2.3 支持

AutoGluon 1.1.1 是 1.1.x 系列的一次重要维护性发布，聚焦于 Tabular、TimeSeries、Multimodal 三个核心模块的 bug 修复与日志改进，并新增对 PyTorch 2.2 与 2.3 的支持。本文基于 docs/whats_new/v1.1.1.md 的发布说明，结合当前仓库中的源码实现，逐条拆解本次版本的变更细节、兼容性注意事项与底层原理，帮助你在 ...
basic-tutorials

Qualcomm Acquires Modular for $3.9 Billion — A Head-On Attack on NVIDIA’s CUDA Moat

Qualcomm is acquiring the AI software startup Modular for approximately $3.9 billion in an all-stock deal. The chipmaker officially confirmed this on June 24, 2026. Rather than adding more silicon ...
opentools.ai

LLMs-from-scratch: Build an LLM in PyTorch

A practical guide to the LLMs-from-scratch repository, the official PyTorch code companion for learning GPT-style models step by step. LLMs-from-scratch is a hands-on educational repository for ...
Hacker

Building a Transformer From Scratch in Annotated PyTorch

A complete walkthrough of implementing the original Attention Is All You Need encoder-decoder Transformer—no torch. nn.Transformer, no shortcuts. The 2017 paper "Attention Is All You Need" by Vaswani ...
GitHub

TurboQuant PyTorch — Implementation + Deep Tutorial

A from-scratch PyTorch implementation of TurboQuant (ICLR 2026), Google's two-stage vector quantization algorithm for compressing LLM key-value caches — enhanced with a comprehensive, research-grade ...
Boston University

Research Computing Services Tutorials

Registration is open for the RCS Spring 2026 Tutorials. Please also be aware that we have lots of recordings and slides available from past tutorials by RCS staff and vendors. For hands-on sessions ...
learn

Train PyTorch models at scale with Azure Machine Learning

In this article, you learn how to train, hyperparameter tune, and deploy a PyTorch model by using the Azure Machine Learning Python SDK v2. You use example scripts to classify chicken and turkey ...