PyTorch Reviews and details

Social recommendations and mentions

• My Favorite DevTools to Build AI/ML Applications!

  TensorFlow, developed by Google, and PyTorch, developed by Facebook, are two of the most popular frameworks for building and training complex machine learning models. TensorFlow is known for its flexibility and robust scalability, making it suitable for both research prototypes and production deployments. PyTorch is praised for its ease of use, simplicity, and dynamic computational graph that allows for more... - Source: dev.to / about 13 hours ago

• Functions and operators for Dot and Matrix multiplication and Element-wise calculation in PyTorch

  *My post explains Dot, Matrix and Element-wise multiplication in PyTorch. - Source: dev.to / about 1 month ago

• Building a GPT Model from the Ground Up!

  Import torch # we use PyTorch: https://pytorch.org Data = torch.tensor(encode(text), dtype=torch.long) Print(data.shape, data.dtype) Print(data[:1000]) # the 1000 characters we looked at earlier will to the GPT look like this. - Source: dev.to / about 2 months ago

• Open Source Ascendant: The Transformation of Software Development in 2024

  AI's Open Embrace Artificial intelligence (AI) and machine learning (ML) are increasingly leveraging open-source frameworks like TensorFlow [https://www.tensorflow.org/] and PyTorch [https://pytorch.org/]. This democratization of AI tools is driving innovation and lowering entry barriers across industries. - Source: dev.to / about 1 month ago

• Best AI Tools for Students Learning Development and Engineering

  Which label applies to a tool sometimes depends on what you do with it. For example, PyTorch or TensorFlow can be called a library, a toolkit, or a machine-learning framework. - Source: dev.to / about 1 month ago

• Element-wise vs Matrix vs Dot multiplication

  In PyTorch with * or mul(). ` or mul()` can multiply 0D or more D tensors by element-wise multiplication:. - Source: dev.to / about 1 month ago

• Releasing The Force Of Machine Learning: A Novice’s Guide 😃

  PyTorch: An open-source deep learning framework that facilitates dynamic computational graphs, making it flexible and efficient for research and production. - Source: dev.to / 2 months ago

• How To Implement Data Streaming In PyTorch From A Remote Database

  In this blog post, we will go through a full example and setup a data stream to PyTorch from a playground dataset on a remote database. - Source: dev.to / 3 months ago

• Beyond Backpropagation - Higher Order, Forward and Reverse-mode Automatic Differentiation for Tensorken

  This post describes how I added automatic differentiation to Tensorken. Tensorken is my attempt to build a fully featured yet easy-to-understand and hackable implementation of a deep learning library in Rust. It takes inspiration from the likes of PyTorch, Tinygrad, and JAX. - Source: dev.to / 5 months ago

• Apple releases MLX for Apple Silicon

  The design of MLX is inspired by frameworks like NumPy, PyTorch, Jax, and ArrayFire. Source: 5 months ago

• Comfy-Ui Manager Stopped Working 2 Hours ago!?

  If you go to https://pytorch.org/, you can choose an installation script tailored to your environment. Source: 5 months ago

• From Lab to Live: Implementing Open-Source AI Models for Real-Time Unsupervised Anomaly Detection in Images

  Sample config files are available in the repo, and it lets you set the paths of the folders containing your pictures for training and testing. Then, once your model is trained and validated, you can use the inference script to test it under simulated conditions on a single image or a folder of images. For example, with PyTorch, you can run the inference script as follows:. - Source: dev.to / 6 months ago

• Guide to Install Fooocus with an AMD GPU (on Linux) v1.0

  Now install the appropriate version of torch for your installed rocm from https://pytorch.org/ (again, we are still in the original terminal and in the activated venv). Torch/Rocm will be installed:. Source: 7 months ago

• Godly – Astronomically good web design inspiration

  Https://cmocka.org is quite the collection of contrast errors and botched accessibility properties in only one page. https://pytorch.org is not much better. Neither form nor function in my personal opinion... If I am going to be swayed that Obys' Grids[0] is bad, you better be comparing it to W3.org[1][2][3] or something.................................................. [0]: https://grids.obys.agency/ [1]:... - Source: Hacker News / 8 months ago

• Godly – Astronomically good web design inspiration

  Given how popular they are, these modern designs must appeal to someone, but personally I find them really bad. It's pure form over function with the huge text that reduces my 24" monitor to the information density of a phone and the annoying fade-ins that interfere with quickly skimming the page. This kind of webpage makes me immediately suspicious. I find these landing pages much better:... - Source: Hacker News / 8 months ago

• What should I learn next? Mention anything

  Pytorch https://pytorch.org/ if you are into AI/ML. Source: 10 months ago

• How can I set max_split_size_mb to avoid fragmentation in Pytorch?

  PyTorch, a popular deep learning framework, has revolutionized the field of artificial intelligence by providing a flexible and efficient platform for developing cutting-edge models. However, memory management becomes a critical concern as models become increasingly complex and datasets grow. One specific challenge is memory fragmentation, which can significantly impact PyTorch’s performance and limit its ability... - Source: dev.to / 10 months ago

• How popular are libraries in each technology

  Mobile app development is the process of creating applications for mobile devices such as smartphones and tablets. There are many mobile app libraries and languages available, but the most popular by far is Flutter. Flutter is a mobile app development framework developed by Google that enables developers to build high-performance, high-fidelity, apps for iOS and Android from a single codebase. It has over 154k... - Source: dev.to / 10 months ago

• When I run "pip show torch", I get "WARNING: Ignoring invalid distribution ". What does this mean? I'll include a copy and paste in the post.

  C:\Users\MYNAME>pip show torch WARNING: Ignoring invalid distribution -ransformers (c:\users\MYNAME\appdata\local\programs\python\python310\lib\site-packages) Name: torch Version: 2.0.1 Summary: Tensors and Dynamic neural networks in Python with strong GPU acceleration Home-page: https://pytorch.org/ Author: PyTorch Team Author-email: packages@pytorch.org License: BSD-3 Location:... Source: 10 months ago

• Zluda: Run CUDA code on Intel GPUs, unmodified

  AMD has made several attempts, their most recent effort apparently is the ROCm [0] software platform. There is an official PyTorch distro for Linux that supports ROCm [1] for acceleration. There's also frameworks like tinygrad [2] that (claim) support for all sorts of accelerators. Thats as far as the claims go, I don't know how it handles the real world. If the occasional George Hotz livestream (creator of... - Source: Hacker News / 10 months ago

• Story of this sub lately.

  PyTorch is very high-level, so there is no hard dependency on CUDA. Otherwise, they wouldn't be advertising support for TPUs on their front-page: https://pytorch.org/ . GPUs are simply more generic and more available for DIY local labs and setups, but business has different requirements at scale. Source: 11 months ago