Tutorial and examples for PyTorch
Joined February 2017
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16 Mar 2023
PyTorch 2.0 is now available, with new features like torch.compile(), faster and more pythonic than ever #PyTorch
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15 Mar 2023
Lightning 2.0 is out⚡️with an exciting Fabric for scaling up any PyTorch model
15 Mar 2023
With the help of our community, we are excited to announce PyTorch Lightning 2.0🎉🎉
Install now 👉lnkd.in/gYtwmJJU
Highlights Include:
⚡️ Commitment to backward compatibility in the 2.0 series
⚡️Simplified abstraction layers, removed legacy functionality, integrations out of the main repo. This improves the project's readability and debugging experience.
⚡️Introducing Fabric! Scale any PyTorch model with just a few lines of code.
#PyTorch #PyTorchLightning
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31 Jan 2023
Keypoint detection using PyTorch Lightning ⚡️@LightningAI ⚡️ and wandb (docs.wandb.ai)
github.com/tlpss/keypoint-de…
#PyTorch
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26 Jan 2023
#PyTorch quiz: calculating the cross-entropy loss of a 3-class problem assuming fully random prediction
25 Jan 2023
⚡️POP QUIZ TIME!⚡️
Suppose you have 2 training examples in a 3-class classification setting. What is the cross-entropy loss for a perfectly random prediction?
Need a refresher? Start unit 4 of @rasbt's Deep Learning course! 👉👉 bit.ly/3H8hkgO
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26 Jan 2023
Speed-up in inference time for Stable Diffusion obtained by @LightningAI #deeplearning
25 Jan 2023
We made it three times faster to serve Stable Diffusion 🏎️💨💨💨
Here’s how we did it 🧵...
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15 Jan 2023
A nice tutorial video on using Optuna and PyTorch for auto-tuning hyperparameters: youtube.com/watch?v=P6NwZVl8…
#DataScience #DeepLearning #MachineLearning
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15 Jan 2023
Why #PyTorch?
1. PyTorch feels more pythonic
2. Available models in PyTorch
3. PyTorch is better for students and research
4. PyTorch's ecosystem has grown faster
14 Jan 2023
Why? PyTorch. That's why.
thenextweb.com/news/why-tens…
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9 Dec 2022
Quick intro to PyTorch 2.0, and its new features such as torch.compile, followed by finetuning a BERT model with PyTorch 2.0 and HuggingFace 🤗Transformers philschmid.de/getting-starte…
#PyTorch
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7 Dec 2022
Language Translation #tutorials with #PyTorch
Learn about language translation w/ nn.transformer & torchtext today for #TutorialTuesdays. We’ll show you how to use torchtext’s inbuilt datasets, tokenize a raw text sentence, build vocabulary, and convert tokens into tensor.
Follow the tutorial ➡️ bit.ly/3UzIH84
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At the @PyTorch Developer Conference 2022, join our @Path_AI team during their poster presentation on December 2nd to learn more about our work on interpretable models for #pathology. Read the full paper here: bit.ly/3FgpaFv
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30 Nov 2022
#TutorialTuesdays Training a nn.Transformer model in #pytorch
Learn how to train a nn.Transformermodel on a language modeling task this week on #TutorialTuesdays:
1️⃣ Define the model
2️⃣ Load & batch data
3️⃣ Initiate an instance
4️⃣ Run the model
5️⃣ Evaluate the best model on the test dataset
Read more about nn.Transformer ⬇️
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#PyTorchConference is 18 days away!
Join PyTorch co-creator @soumithchintala, PyTorch Foundation Exec Dir @ibrahimatlinux and other ML experts live in-person on Dec 2 as they deliver technical talks & share posters.
Seating is limited, apply now! pytorchconference22.splashth…
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TorchVision v0.9 has been released and is packed with many #ML models and features, speed improvements and bug fixes. Check out the overview of the new models here: pytorch.org/blog/ml-models-t…
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Learn PyTorch retweeted
12 Apr 2021
Using PyTorch NumPy? You're making a mistake.
A bug that plagues thousands of open-source ML projects: tanelp.github.io/posts/a-bug…
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Introducing torch.profiler! New PyTorch Profiler collects both GPU and framework related info, correlates them, performs automatic detection of bottlenecks in the model, generates recommendations on how to resolve these bottlenecks, and visualize.
Read 👉pytorch.org/blog/introducing…
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PyTorch 1.8 is here!
Highlights include updates for compiler, code optimization, frontend APIs for scientific computing, large scale training for pipeline and model parallelism, and Mobile tutorials.
Blog👇pytorch.org/blog/pytorch-1.8…
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Learn PyTorch retweeted
24 Sep 2020
The Most Complete Guide to #PyTorch for Data Scientists - KDnuggets buff.ly/3cwg0EL
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Learn PyTorch retweeted
6 Jul 2020
Week ⑪ videos 🎥 are up! 🎉
Lecture: youtu.be/bj1fh3BvqSU
Practicum: youtu.be/VcrCr-KNBHc
Transcript: bit.ly/pDL-en-11
Learn about:
• all @PyTorch activation and loss functions;
• how to make predictions and training policies under uncertainty.
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