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microsoft / OLive
Python 0 0
Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.
Обновлено 2024-09-17 21:13:58 +03:00
microsoft / DeepSpeed
Python 0 0
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
machine-learning deep-learning pytorch gpu compression billion-parameters data-parallelism inference mixture-of-experts model-parallelism pipeline-parallelism trillion-parameters zero
Обновлено 2024-09-17 19:29:18 +03:00
microsoft / Cream
Python 0 0
This is a collection of our NAS and Vision Transformer work.
automl nas efficiency knowledge-distillation rpe vision-transformer vit-compression
Обновлено 2024-07-25 13:29:13 +03:00
microsoft / nni
Python 0 0
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
machine-learning deep-learning data-science python tensorflow mlops pytorch hyperparameter-optimization hyperparameter-tuning machine-learning-algorithms model-compression nas neural-architecture-search neural-network automated-machine-learning automl bayesian-optimization deep-neural-network distributed feature-engineering
Обновлено 2024-07-03 13:54:08 +03:00
microsoft / archai
Python 0 0
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
machine-learning deep-learning python pytorch hyperparameter-optimization automated-machine-learning automl model-compression nas neural-architecture-search darts petridish
Обновлено 2023-12-22 22:29:11 +03:00
microsoft / NeuronBlocks
Python 0 0
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
deep-learning pytorch natural-language-processing artificial-intelligence dnn question-answering model-compression text-classification knowledge-distillation text-matching qna sequence-labeling
Обновлено 2023-07-22 06:07:54 +03:00
microsoft / LQ-Nets
Python 0 0
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
dnn cnn compression quantization
Обновлено 2022-08-30 11:00:20 +03:00