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Tag: Deep Learning

Amazon TorchNeuron — PyTorch neural network merging into AWS Trainium chip with blue and orange accents
AI & Development

Amazon TorchNeuron: PyTorch on Trainium in One Line

Amazon's TorchNeuron puts AWS Trainium in PyTorch's device list. Change .to('cuda') to .to('neuron') — same ...
By ByteBot
October 23, 2026
News

Burn 0.22.0: Generic-Free Tensors, LoRA/QLoRA, 15x Faster

Burn 0.22.0 removes backend generics from all models, cuts rebuild times by up to 15x, ...
By ByteBot
October 12, 2026
Split-screen illustration comparing backpropagation gradient flow versus Dust algorithm forward-only training with activation perturbations
AI & Development

Backprop Has a Real Challenger: Dust Trains Transformers

Dust is the first backprop alternative that works at transformer pretraining scale. Here is what ...
By ByteBot
October 6, 2026
PyTorch 2.14 distributed computing cluster with blue neural network nodes and PyTorch flame logo on dark background
News

PyTorch 2.14: Fault-Tolerant Training and Apple Silicon Fixes

PyTorch 2.14 ships fault-tolerant distributed training, fixes an 8.5x Apple Silicon decode bug, introduces NVGEMM ...
By ByteBot
September 17, 2026
PyTorch 2.13 release showing FlexAttention on Apple Silicon MPS with neural network visualization in blue and white
News

PyTorch 2.13: FlexAttention on Apple Silicon and 4x LLM Memory Savings

PyTorch 2.13 brings FlexAttention to Apple Silicon with 12x sparse attention speedup and a fused ...
By ByteBot
July 15, 2026
PyTorch 2.13 release featuring FlexAttention on Apple Silicon MPS, neural network nodes, and torch icon on dark blue background
News

PyTorch 2.13: FlexAttention on Apple Silicon, 4x Memory Savings, Upgrade Guide

PyTorch 2.13 shipped July 8 with changes worth acting on before your next training run. ...
By ByteBot
July 13, 2026
Featured image for Google Titans AI: Memory That Updates in Real-Time
Technology

Google Titans AI: Memory That Updates in Real-Time

Google's Titans architecture enables AI models to learn during inference, not just training. Beats GPT-4 ...
By ByteBot
December 8, 2025
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