Pytorch

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Ingero Team

May 28

Tracing torch.cuda.empty_cache() on an RTX 4090 - Where Do the 53 MB Go?

#gpu #cuda #pytorch #debugging

5 min read

Marco Rinaldi

May 28

QAT vs PTQ on our edge vision model: 6 months of A/B data

#machinelearning #computervision #mlops #pytorch

4 min read

Marcus Chen

May 27

LLM-as-judge variance broke our DPO training signal for 3 weeks

#machinelearning #mlops #llm #pytorch

4 min read

Elise Moreau

May 27

The bf16 grad accumulator that killed our SDXL LoRA training

#machinelearning #pytorch #mlops #computervision

4 min read

Aditya Mehra

May 26

I Built a Diagnostic Toolkit for PyTorch Because I Was Tired of Guessing Why Models Fail

#pytorch #python #machinelearning #opensource

2 min read

Alan West

May 24

Why Your PyTorch Training Crawls on a Beefy GPU (And How to Fix It)

#pytorch #performance #machinelearning #gpu

5 min read

Marcus Chen

May 26

Prefix caching in vLLM under multi-tenant agent traffic

#llm #mlops #infrastructure #pytorch

4 min read

Elise Moreau

May 19

Why your diffusion model is slow at batch size 1 (and what actually helps)

#machinelearning #pytorch #computervision #mlops

4 min read

Pooja Kiran

May 19

Your PyTorch Model File Can Execute Arbitrary Code — Here's How I Built a Scanner to Detect It

#security #python #machinelearning #pytorch

3 min read

Marco Rinaldi

May 27

Distilling SAM 2 into a 6MB student for industrial inspection

#computervision #machinelearning #pytorch #mlops

4 min read

shinji shimizu

May 26

My high-res image-to-video kept OOMing — turns out I was decoding outside no_grad

#pytorch #ai #machinelearning #python

4 min read

Swapin Vidya

May 8

Building Smaller Graph Neural Networks for Edge Healthcare Systems

#machinelearning #healthcare #edgecomputing #pytorch

4 min read

Joseph Tobi

May 7

How to Serve a PyTorch Model with FastAPI: A Complete Guide

#python #machinelearning #fastapi #pytorch

4 min read

Ingero Team

May 4

CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation

#gpu #cuda #pytorch #debugging

4 min read

Google Cloud NEXT '26 Challenge Submission

Samuel Komfi

Apr 29

What Google's New Chips Mean If You Train Your Own Models

#devchallenge #cloudnextchallenge #googlecloud #pytorch

9 min read

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DEV Community

# pytorch

Tracing torch.cuda.empty_cache() on an RTX 4090 - Where Do the 53 MB Go?

QAT vs PTQ on our edge vision model: 6 months of A/B data

LLM-as-judge variance broke our DPO training signal for 3 weeks

The bf16 grad accumulator that killed our SDXL LoRA training

I Built a Diagnostic Toolkit for PyTorch Because I Was Tired of Guessing Why Models Fail

Why Your PyTorch Training Crawls on a Beefy GPU (And How to Fix It)

Prefix caching in vLLM under multi-tenant agent traffic

Why your diffusion model is slow at batch size 1 (and what actually helps)

Your PyTorch Model File Can Execute Arbitrary Code — Here's How I Built a Scanner to Detect It

Distilling SAM 2 into a 6MB student for industrial inspection

My high-res image-to-video kept OOMing — turns out I was decoding outside no_grad

Building Smaller Graph Neural Networks for Edge Healthcare Systems

How to Serve a PyTorch Model with FastAPI: A Complete Guide

CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation

What Google's New Chips Mean If You Train Your Own Models