Some Techniques To Make Your PyTorch Models Train (Much) Faster
Techniques to accelerate PyTorch model training by 8x using PyTorch Lightning, with a DistilBERT fine-tuning example.
Techniques to accelerate PyTorch model training by 8x using PyTorch Lightning, with a DistilBERT fine-tuning example.
Explains why to use 'is' instead of '==' when comparing to None in Python, covering performance and correctness.
How to embed Git version information like commit hash and tags directly into C# code using the GitInfo source generator library.
A guide to best practices for using The Composable Architecture (TCA) framework, covering reducers, effects, and performance optimization.
A developer details migrating their blog from the Ghost CMS to the static site generator 11ty, covering the export process and new workflow.
Explains how CSS easing curves and cubic-bezier functions control the rhythm and feel of animations and transitions for better UI design.
Analysis of Safari 16.4's major web development feature release, highlighting its catch-up to Chromium and the impact on developers.
Guide to fine-tuning the large FLAN-T5 XXL model using Amazon SageMaker managed training and DeepSpeed for optimization.
A guide on caching the node_modules directory in GitlabCI pipelines to improve build performance and dependency management.
A developer shares their experience building 'Jar', a minimal Python web framework from scratch, exploring framework APIs and deployment to Vercel.
A developer's analysis of the CommonJS vs. ESM debate in JavaScript, explaining the differences, benefits, and drawbacks of each module system.
A guide on integrating the 11ty static site generator with an ASP.NET Core backend to build fast, static sites with dynamic capabilities.
Analyzing the 'sandwich' package's behavior with aggregated count data in Poisson regression, comparing standard errors between individual and aggregate models.
A developer compares sleep API schemas from Oura, Whoop, and others, analyzing design choices and real-world discrepancies.
Explains how to use Rust's Newtype pattern to safely abstract file name extraction from paths, replacing error-prone code.
A CSS developer explains how fixing a spacing issue by reordering CSS rules, rather than adding more code, highlights the importance of specificity and source order.
Explains the difference between event-driven architectures and event-based compute in serverless applications on AWS.
A developer details the first steps of porting the Helios microkernel from x86_64 to aarch64, focusing on the bootloader development.
A guide to automatically assign team reviewers to Azure DevOps pull requests using a PowerShell script and the Azure DevOps API within a pipeline.