tensorflow_macos
HomeBrew
tensorflow_macos | HomeBrew | |
---|---|---|
33 | 1,281 | |
2,887 | 39,456 | |
- | 1.0% | |
3.4 | 10.0 | |
almost 3 years ago | 1 day ago | |
Shell | Ruby | |
GNU General Public License v3.0 or later | BSD 2-clause "Simplified" License |
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tensorflow_macos
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Updated Apple Silicon Guide for M2 Pro and M2 Max Chips
https://github.com/apple/tensorflow_macos is no longer needed
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The hunt for the M1’s neural engine
Tensorflow has a CoreML enabled version which run on ANE.
https://github.com/apple/tensorflow_macos
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M1 Mac users
Apple released a guide on how to use the M1's integrated Neural Chip in TensorFlow. Have a look at this Apple documentation page (and maybe also this GitHub that talks about TensorFlow together with Apple's own ML Compute platform).
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MacBook Air or Wait for new potential MacBook Air with M2
Tensorflow does work on Apple Silicon
- Kernels dying when using tensorflow in Jupyter Notebooks.
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Main PyTorch maintainer confirms that work is being done to support Apple Silicon GPU acceleration for the popular machine learning framework.
Apple did some work to optimize tensorflow for M1, can be found here https://github.com/apple/tensorflow_macos It's alpha, but works fine, I tried it
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The M1 Max is the fastest GPU we have ever measured in Affinity Photo benchmark
https://github.com/apple/tensorflow_macos/issues/25
https://forums.macrumors.com/threads/apple-silicon-deep-lear...
It is expected that the M1 Max should have similar performance to a RTX-2080 or Titan X.
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MacBook Pro M1 Pro benchmark
In case anyone is interested, in ran a fairly simple MNIST benchmark (proposed here : https://github.com/apple/tensorflow_macos/issues/25) on my recently acquired M1 Pro MBP (16-core GPU, 16GB RAM).
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Error while installing tensorflow on Mac M1
The only method I know of to download tensorflow on M1 macs is the one documented here: https://github.com/apple/tensorflow_macos
- How exactly does the Neural Engine benefit the consumer?
HomeBrew
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Top Homebrew Alternative: ServBay Becomes the Go-To for Developers
Homebrew is a highly popular package manager on macOS and Linux systems, enabling users to easily install, update, and uninstall command-line tools and applications. Its design philosophy focuses on simplifying the software installation process on macOS, eliminating the need for manual downloads and compilations of software packages.
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Software Engineering Workflow
Homebrew - package manager for linux-based OSs.
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Simulate your first Lightning transaction on the Bitcoin regtest network Part 1 (MacOS)
Package Manager: Homebrew
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Tools for Linux Distro Hoppers
Hopping from one distro to another with a different package manager might require some time to adapt. Using a package manager that can be installed on most distro is one way to help you get to work faster. Flatpak is one of them; other alternative are Snap, Nix or Homebrew. Flatpak is a good starter, and if you have a bunch of free time, I suggest trying Nix.
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SQLite Schema Diagram Generator
Are you using SQLite that ships with macOS, or SQLite installed from homebrew?
I had a different problem in the past with the SQLite that ships with macOS, and have been using SQLite from homebrew since.
So if it’s the one that comes with macOS that gives you this problem that you are having, try using SQLite from homebrew instead.
https://brew.sh/
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How to install (Ubuntu 22.10 VM) vagrant on Mac M1 ship using QEMU
Before we begin, make sure you have Homebrew installed on your Mac. Homebrew is a package manager that makes it easy to install software and dependencies. You can install Homebrew by following the instructions on their website: https://brew.sh/
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Perfect Elixir: Environment Setup
I’m on MacOS and erlang.org, elixir-lang.org, and postgresql.org all suggest installation via Homebrew, which is a very popular package manager for MacOS.
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You're Installing Node.js Wrong. That's OK, Here Is How To Fix It 🙌
I have always either installed Node from the installer provided by the Nodejs website or, via Brew in macOS. I have also used nvm in the past but did not know that there was a best practice to guide us.
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Test Driving a Rails API - Part One
A running Rails application needs a database to connect to. You may already have your database of choice installed, but if not, I recommend PostgreSQL, or Postgres for short. On a Mac, probably the easiest way to install it is with Posrgres.app. Another option, the one I prefer, is to use Homebrew. With Homebrew installed, this command will install PostgreSQL version 16 along with libpq:
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Effective Neovim Setup. A Beginner’s Guide
On a macOS machine, you can use homebrew by running the command.
What are some alternatives?
miniforge - A conda-forge distribution.
spack - A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
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asdf - Extendable version manager with support for Ruby, Node.js, Elixir, Erlang & more
tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad]
Visual Studio Code - Visual Studio Code
ROCm - AMD ROCm™ Software - GitHub Home [Moved to: https://github.com/ROCm/ROCm]
winget-cli - WinGet is the Windows Package Manager. This project includes a CLI (Command Line Interface), PowerShell modules, and a COM (Component Object Model) API (Application Programming Interface).
flamegraph - Easy flamegraphs for Rust projects and everything else, without Perl or pipes <3
osxfuse - FUSE extends macOS by adding support for user space file systems
Python-docker - Docker Official Image packaging for Python
Chocolatey - Chocolatey - the package manager for Windows