TransformerEngine VS autocvd

Compare TransformerEngine vs autocvd and see what are their differences.

TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference. (by NVIDIA)

autocvd

Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code. (by jonasricker)
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TransformerEngine autocvd
2 1
1,428 1
13.1% -
9.5 4.4
4 days ago 11 months ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

TransformerEngine

Posts with mentions or reviews of TransformerEngine. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-18.

autocvd

Posts with mentions or reviews of autocvd. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-16.

What are some alternatives?

When comparing TransformerEngine and autocvd you can also consider the following projects:

Whisper - High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model

g2eth - Get mining specs on given GPUs

warp-drive - Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

autocvd-go - A golang cli tool for setting `CUDA_VISIBLE_DEVICES` based on GPU utilization.

ivy - The Unified AI Framework

foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.

best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

fastaudio - 🔊 Audio and fastai v2

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials - A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

liberate-fhe - A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.