Discovering and Debugging a PyTorch Performance Decrease
Subclassed Tensors Reduce GPU Throughput up to Forty Percent.
https://benjaminwarner.dev/2022/06/14/debugging-pytorch-performance-decrease
Subclassed Tensors Reduce GPU Throughput up to Forty Percent.
https://benjaminwarner.dev/2022/06/14/debugging-pytorch-performance-decrease
Just Stir It Some More
Discovering and Debugging a PyTorch Performance Decrease - Subclassed Tensors Reduce GPU Throughput up to Forty Percent
Over the past week, Thomas Capelle and I discovered, debugged, and created a workaround for a performance bug in PyTorch which reduced image training GPU throughput up to forty percent when using fastai. The culprit? Subclassed tensors.
“Don’t Mock What You Don’t Own” in 5 Minutes
A common issue programmers have when they try to test real-world software is how to deal with third-party dependencies. Let’s examine an old, but counter-intuitive principle.
https://hynek.me/articles/what-to-mock-in-5-mins/
A common issue programmers have when they try to test real-world software is how to deal with third-party dependencies. Let’s examine an old, but counter-intuitive principle.
https://hynek.me/articles/what-to-mock-in-5-mins/
Hynek Schlawack
“Don’t Mock What You Don’t Own” in 5 Minutes
A common issue when writing tests for real-world software is how to deal with third-party dependencies. Let’s examine an old, but counter-intuitive principle.
PyPI: Python packets steal AWS keys from users
https://blog.sonatype.com/python-packages-upload-your-aws-keys-env-vars-secrets-to-web
https://blog.sonatype.com/python-packages-upload-your-aws-keys-env-vars-secrets-to-web
Sonatype
Python packages upload your AWS keys, env vars, secrets to the web
Multiple Python packages caught by Sonatype were seen uploading secrets such as AWS keys and environment variables to a web endpoint.
quaterion
Blazing fast framework for fine-tuning similarity learning models.
https://github.com/qdrant/quaterion
Blazing fast framework for fine-tuning similarity learning models.
https://github.com/qdrant/quaterion
GitHub
GitHub - qdrant/quaterion: Blazing fast framework for fine-tuning similarity learning models
Blazing fast framework for fine-tuning similarity learning models - qdrant/quaterion
👍1
fastapi-postgresql
FastAPI + Postgres project generator.
https://github.com/lorenzocesconetto/fastapi-postgresql
FastAPI + Postgres project generator.
https://github.com/lorenzocesconetto/fastapi-postgresql
GitHub
GitHub - lorenzocesconetto/fastapi-postgresql: FastAPI + Postgres project generator
FastAPI + Postgres project generator. Contribute to lorenzocesconetto/fastapi-postgresql development by creating an account on GitHub.
👍1
Subscribe to the Weekly Digest to receive an emails with a selection of popular Articles, Projects, and Reddit Discussions.
The digest comes out on Mondays. No spam or advertising.
https://pythonhub.dev/digest/
The digest comes out on Mondays. No spam or advertising.
https://pythonhub.dev/digest/
pythonhub.dev
Python Hub Weekly Digest Subscription
Interesting links and news about Python programming.
parti-pytorch
Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch.
https://github.com/lucidrains/parti-pytorch
Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch.
https://github.com/lucidrains/parti-pytorch
GitHub
GitHub - lucidrains/parti-pytorch: Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch
Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch - lucidrains/parti-pytorch
Python Flask has no remaining open issues or pull requests
https://twitter.com/davidism/status/1542956488355762176
https://twitter.com/davidism/status/1542956488355762176
Twitter
Tweet / Twitter
Procedural music composition with Python
An exploration on composing a musical ensemble using arvo and music21 with minimalistic procedural composition techniques.
https://deepnote.com/@essia/Procedural-music-composition-with-arvo-9b35ebd7-63e0-47bc-a3d5-c503954a083d
An exploration on composing a musical ensemble using arvo and music21 with minimalistic procedural composition techniques.
https://deepnote.com/@essia/Procedural-music-composition-with-arvo-9b35ebd7-63e0-47bc-a3d5-c503954a083d
Multiprocessing in Python: The Complete Guide
This guide provides a detailed and comprehensive guide to multiprocessing in Python, including how processes work, how to use processes in multiprocessor programming, concurrency primitives used with processes, common questions, and best practices.
https://superfastpython.com/multiprocessing-in-python/
This guide provides a detailed and comprehensive guide to multiprocessing in Python, including how processes work, how to use processes in multiprocessor programming, concurrency primitives used with processes, common questions, and best practices.
https://superfastpython.com/multiprocessing-in-python/
Super Fast Python
Python Multiprocessing: The Complete Guide - Super Fast Python
Python Multiprocessing, your complete guide to processes and the multiprocessing module for concurrency in Python.
How to Run a Django Migration “By Hand”
https://adamj.eu/tech/2022/06/29/run-a-django-migration-by-hand/
https://adamj.eu/tech/2022/06/29/run-a-django-migration-by-hand/
adamj.eu
Django: Run a migration “by hand” - Adam Johnson
Normally your Django project’s deploy process runs the migrate command, and that takes care of updating your database as necessary. Especially on smaller databases, Django’s migration system can “just do it” for you.
A recipe recommendation system
Learn how to build a recipe recommendation system with Python, embeddings and FAISS.
https://duarteocarmo.com/blog/scandinavia-food-python-recommendation-systems
Learn how to build a recipe recommendation system with Python, embeddings and FAISS.
https://duarteocarmo.com/blog/scandinavia-food-python-recommendation-systems
Duarte O.Carmo
A recipe recommendation system
Building a recipe recommendation system with Python, embeddings and FAISS
PyTorch 1.12
This release is composed of over 3124 commits, 433 contributors. Along with 1.12, we are releasing beta versions of AWS S3 Integration, PyTorch Vision Models on Channels Last on CPU, Empowering PyTorch on Intel® Xeon® Scalable processors with Bfloat16 and FSDP API.
https://pytorch.org/blog/pytorch-1.12-released/
This release is composed of over 3124 commits, 433 contributors. Along with 1.12, we are releasing beta versions of AWS S3 Integration, PyTorch Vision Models on Channels Last on CPU, Empowering PyTorch on Intel® Xeon® Scalable processors with Bfloat16 and FSDP API.
https://pytorch.org/blog/pytorch-1.12-released/
pytorch.org
PyTorch 1.12: TorchArrow, Functional API for Modules and nvFuser, are now available
We are excited to announce the release of PyTorch 1.12 (release note)! This release is composed of over 3124 commits, 433 contributors. Along with 1.12, we are releasing beta versions of AWS S3 Integration, PyTorch Vision Models on Channels Last on CPU, Empowering…
Red Engine: modern scheduling framework for Python applications
https://red-engine.readthedocs.io/en/stable/index.html
https://red-engine.readthedocs.io/en/stable/index.html
red-engine.readthedocs.io
Red Engine — Red Engine: Advanced Scheduler
Red Engine, modern scheduling framework