pytorch-lightning VS Sacred

Compare pytorch-lightning vs Sacred and see what are their differences.

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)

Sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA. (by IDSIA)
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pytorch-lightning Sacred
8 6
26,611 4,151
3.3% 0.5%
9.9 3.5
1 day ago about 1 month 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.

pytorch-lightning

Posts with mentions or reviews of pytorch-lightning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-08.

Sacred

Posts with mentions or reviews of Sacred. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-05.

What are some alternatives?

When comparing pytorch-lightning and Sacred you can also consider the following projects:

MLflow - Open source platform for the machine learning lifecycle

lnd - Lightning Network Daemon ⚡️

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

Eclair - A scala implementation of the Lightning Network.

tensorflow - An Open Source Machine Learning Framework for Everyone

Keras - Deep Learning for humans

Clairvoyant - Software designed to identify and monitor social/historical cues for short term stock movement

mmdetection - OpenMMLab Detection Toolbox and Benchmark

scikit-learn - scikit-learn: machine learning in Python

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

composer - Supercharge Your Model Training