The Google Cloud and PyTorch logos appear with text reading "Google TPU" and "PyTorch" over a background image of a green circuit board. The board features several large chips labeled "Ironwood" and rows of silver heatsinks.

A new PyTorch-native backend is coming to unlock the power of Google TPUs:

✨ Run existing PyTorch with minimal code changes.
✨ Get a 50-100%+ performance boost with Fused Eager mode.

Read the engineering deep dive here: goo.gle/4vbTQQl

#TorchTPU #PyTorch #MLOps #AI

Just dropped: RightNow AI's AutoKernel, an open‑source GPU optimizer that squeezes more performance out of PyTorch models. Think Amdahl’s law meets torch.profiler. Dive in to see how your training can get faster! #AutoKernel #RightNowAI #PyTorch

🔗 aidailypost.com/news/rightno...

Aujourd'hui je participe à la première #Pytorch Conference Europe à Station F à Paris
#ai #opensource

Using musical shapes to draw images with pytorch
Code: github.com/tito21/diff-...
#art #pytorch #creativecoding #gradientDescent

Blue sign that says Welcome in French to PyTorch Conference Europe

Day 1 of #PyTorchCon Europe is just getting started! We're excited to dive into the latest developments in machine learning and connect with the AI community.

Be sure to stick around for the Poster Presentations, our team will be sharing "Bringing BitNet to ExecuTorch via Vulkan".

#PyTorch

Helion Joins the PyTorch Foundation to Enhance AI Kernel Standardization The PyTorch Foundation welcomes Helion to streamline AI kernel writing, addressing compatibility issues and enhancing portability for developers.

Helion Joins the PyTorch Foundation to Enhance AI Kernel Standardization #None #Pytorch #Helion #AI_Kernel

AutoKernel - AI Agents That Write Faster GPU Kernels RightNow AI releases AutoKernel, an open-source MIT-licensed framework that runs an autonomous LLM agent loop overnight to produce optimized Triton kernels for any PyTorch model.

AutoKernel - AI Agents That Write Faster GPU Kernels

awesomeagents.ai/news/autokernel-open-sou...

#GpuOptimization #OpenSource #Pytorch

Your PyTorch Model Is Slower Than You Think: This Is the Reason Why We’ll cover three categories of hidden bottlenecks I measured on a real RTX 5060 training loop. None of them is in your model architecture. All of them are fixable in minutes. And the numbers will probably surprise you, both in where the speedup is large, and where it isn’t.

Your PyTorch Model Is Slower Than You Think: This Is the Reason Why

We’ll cover three categories of hidden bottlenecks I measured on a real RTX 5060 training loop. None of them is in your model architecture. All of them are fixable in minutes. And the numbers…

Telegram AI Digest
#ai #news #pytorch

Your PyTorch Model Is Slower Than You Think: This Is the Reason Why

Ваша модель PyTorch работает медленнее, чем вы думаете: вот почему

Мы рассмотрим три категории скрытых узких мест, которые я измерил в реальном цикле обучения на RTX 5060. Ни одно из них не связано с архитектурой вашей модели. Все они устраняются за считанн…

Telegram ИИ Дайджест
#ai #news #pytorch

Your PyTorch Model Is Slower Than You Think: This Is the Reason Why | HackerNoon We’ll cover three categories of hidden bottlenecks I measured on a real RTX 5060 training loop. None of them are in your model architecture.

Your PyTorch Model Is Slower Than You Think: This Is the Reason Why #Technology #SoftwareEngineering #ArtificialIntelligence #PyTorch #MachineLearning #AIPerformance

hackernoon.com/your-pytorch-model-is-sl...

We’re excited to announce the 2026 PyTorch Docathon May 5-19! Refine technical docs, test tutorials in CI, and accelerate the transition from research to production. Open to all skill levels with support on Discord.

RSVP now: https://bit.ly/4sTVLYb

#PyTorch #OpenSource #AI

The PyTorch Ecosystem Working Group welcomes PhysicsNeMo, Unsloth, ONNX, and KTransformers to the Landscape.

This map highlights innovative projects that extend, integrate with, or build upon PyTorch.

Read more: pytorch.org/blog/pytorch-ecosystem-l...

#PyTorch #OpenSource #AI

Improving efficiency at scale is a priority for AI systems.
TorchSpec introduces disaggregated speculative decoding for @PyTorch, separating inference and training across GPU clusters to reduce I/O constraints.
Read more: https://bit.ly/47eBfIR
#AI #PyTorch #ML

Extracting phrases or topics from unstructured data can generate value and enhance decision making by better understanding customers.

Learning Phrases with PyLucene and Pytorch, part 2.

An encouraging result, it worked and worth pursuing further and scaling up. The pytorch lstm rnn, learnt how to find the phrases first extracted with pylucene.

acumedconsulting.com/blog/2026/03...

#ai #pytorch #nlp #datascience #pylucene

Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining What happens when your production model drifts and retraining isn’t an option? This article shows how a self-healing neural network detects drift, adapts in real time using a lightweight adapter, and recovers 27.8% accuracy—without retraining or downtime.

Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining

What happens when your production model drifts and retraining isn’t an option? This article shows how a self-healing neural network detects drift, adapts in rea…

Telegram AI Digest
#ai #neuralnetworks #pytorch

Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining

Самовосстанавливающиеся нейронные сети в PyTorch: исправление дрейфа модели в реальном времени без переобучения

Telegram ИИ Дайджест
#ai #neuralnetworks #pytorch

It's vexing to have wasted ~2h trying to kludge abogen+kokoro into running on an 2018 Intel Mac - BECAUSE #PYTORCH IS EOL ON THAT PLATFORM - so I install Docker and build the same code for Linux with pytorch latest, and it works; like WHAT'S THE BLOODY POINT OF THE EOL?

I have tought myself how to design, pre train, and train a #transformer model entirely from first scratch. Armed with #pytorch, 2x5070s and a lot of trial and error I am on my way to train a model that successfully plays #balatro

pretty proud of myself for this one

Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP A practical, code-driven guide to scaling deep learning across machines — from NCCL process groups to gradient synchronization

Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP

A practical, code-driven guide to scaling deep learning across machines — from NCCL process groups to gradient synchronization

Telegram AI Digest
#ai #news #pytorch

Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP

Построение производственного конвейера обучения с несколькими узлами с использованием PyTorch DDP

Практическое, управляемое кодом руководство по масштабированию глубокого обучения на нескольких машинах — от групп процессов NCCL до синхронизации градиентов

Telegram ИИ Дайджест
#ai #news #pytorch

🚀 PermitFlow is hiring an Applied Machine Learning Engineer in NYC to build LLM document pipelines & AI agents for construction permitting. Use Python, PyTorch/TensorFlow, GPT/Claude, AWS/GCP. Salary $175K-$250K. #Construction #NYC #TechJobs #AIAgent #LLM #PyTorch aihackerjobs.com/company/perm...

🚀 Prior Labs is hiring an ML Engineer (Open Source) in Freiburg or Berlin. Work with Python, PyTorch, sklearn, pandas, NumPy & HuggingFace to build the first sklearn‑compatible API for TabPFN’s in‑context learning. #MachineLearning #OpenSource #Python #AI #PyTorch aihackerjobs.com/company/prio...

#NCCL watchdog timeouts are often misunderstood. Meta’s analysis shows >60% are caused by CPU-side stuckness or divergence, not the network. This guide explains using #FlightRecorder to trace collective states and fix hangs

Read: https://bit.ly/4bCqItC #OpenSourceAI #PyTorch

Paris ML Systems Hackathon on April 9

Join #PyTorch Foundation and GPU MODE for a day-long build:

- Distributed training and inference tracks
- B300 and H200 access
- Prizes: GB300 NVL72 rack access
- Talks: PyTorch (Helion), vLLM, Prime Intellect

Register: https://bit.ly/4bSdKqE

¿
#PyTorch 2.10.0+cu130
Always remove libraries first.
If you can still run Python, use

pip uninstall torch torchvision torchaudio -y

Awakari App

The Linux OOM-Killer Protocol: Stop the “Killed” Message in AI Training Master the 2-minute enterprise fix to protect your PyTorch models from silent kernel terminations. Continue reading on Me...

#pytorch #devops #ai #linux #machine-learning

Origin | Interest | Match

My new toy: first steps with AI on Linux Ever since I bought my AI mini workstation from HP, my goal was to run hardware accelerated artificial intelligence workloads in a Linux environment. Read more to learn how things turned out on Ubuntu...

Ever since I bought my #AI mini #workstation from HP, my goal was to run hardware accelerated #ArtificialIntelligence workloads in a #Linux environment. Read more to learn how things turned out on #Ubuntu and @fedora!

peter.czanik.hu/posts/new-to...

#AMD #ROCm #llama #pytorch

This image represents the PyTorch Machine Learning Certification, highlighting the practical application of artificial intelligence and deep learning using the PyTorch framework. The visual illustrates a modern AI development environment where machine learning models are being trained, tested, and deployed across real-world use cases. It reflects key concepts such as neural networks, data pipelines, and automation workflows that are essential for AI engineers, developers, and data scientists. The scene emphasizes hands-on skill development, showcasing how professionals can build scalable AI solutions using PyTorch. This certification, backed by global digital credential partner Credly, ensures verifiable recognition and career credibility, making it valuable for job seekers, freelancers, and IT professionals aiming to advance in artificial intelligence and machine learning domains.

🎯 Master PyTorch Machine Learning Certification & Boost Your Career

🔗 www.edchart.com/certificate/...

Earn the PyTorch Machine Learning Certification and prove your ML expertise globally.

#edchart #credly #PyTorch #AItools #FutureCareers #TechSkills #AIlearning #Developers #TechFuture #framework

📝 【PyTorch】ONNXエクスポートとTensorRT変換の完全ガイド：よくあるエ...

問題の概要：PyTorchモデルのONNXエクスポートとTensorRT変換における課題 PyTorchで学習したモデル…

🔗 https://aitroublesolution.com/?p=2650

#PyTorch #機械学習 #AI

PyTorch 2.11 features improvements for distributed training and hardware operator support. Join Andrey Talman and Nikita Shulga on Tuesday, March 31st at 10 am for a live update and Q&A.

Register: pytorch.org/event/pytorc...

#PyTorch #OpenSource #AI