archai VS only_train_once

Compare archai vs only_train_once and see what are their differences.

archai

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research. (by microsoft)
Python Pytorch Machine Learning Deep Learning neural-architecture-search Nas automated-machine-learning model-compression darts petridish hyperparameter-optimization Automl
Source Code
microsoft.github.io
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only_train_once

OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM (by tianyic)
Pytorch Deep Learning model-compression sparse-optimization pruning Automl one-shot Training erasing-operators
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archai only_train_once
3 1
455 261
1.1% -
8.3 8.9
4 months ago 27 days ago
Python Python
MIT License MIT License
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archai

Posts with mentions or reviews of archai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-02.

only_train_once

Posts with mentions or reviews of only_train_once. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing archai and only_train_once you can also consider the following projects:

nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

delve - PyTorch model training and layer saturation monitor

sapientml - Generative AutoML for Tabular Data

Torch-Pruning - [CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

autogluon - Fast and Accurate ML in 3 Lines of Code

model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

deephyper - DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

ds2 - Easiest way to use AI models without coding (Web UI & API support)

makeZFS_armbian - RockPro64 Based NAS setup guide with ZFS

sparseml - Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

TensorFlow-Examples - TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]

archai vs nni only_train_once vs delve archai vs sapientml only_train_once vs Torch-Pruning archai vs autogluon only_train_once vs model-optimization archai vs deephyper only_train_once vs ds2 archai vs makeZFS_armbian only_train_once vs sparseml archai vs TensorFlow-Examples only_train_once vs Activeloop Hub