data-parallelism
Here are 23 public repositories matching this topic...
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
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Jul 25, 2018 - Python
Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
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Nov 19, 2018 - Python
Example of Distributed pyTorch
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Mar 23, 2019 - Python
A decentralized and distributed framework for training DNNs
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Aug 25, 2019 - Python
Distributed Keras Engine, Make Keras faster with only one line of code.
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Oct 3, 2019 - Python
Understanding the effects of data parallelism and sparsity on neural network training
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Jul 27, 2021 - Python
Official Repository for the paper: Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation
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Dec 20, 2021 - Python
A fully distributed hyperparameter optimization tool for PyTorch DNNs
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Jan 12, 2022 - Python
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation
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Jan 20, 2022 - Python
WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.
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Aug 4, 2022 - Python
Batch Partitioning for Multi-PE Inference with TVM (2020)
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Dec 17, 2022 - Python
Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.
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Mar 31, 2023 - Python
SC23 Deep Learning at Scale Tutorial Material
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Nov 13, 2023 - Python
Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*
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Dec 14, 2023 - Python
Distributed training (multi-node) of a Transformer model
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Apr 10, 2024 - Python
飞桨大模型开发套件,提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。
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May 24, 2024 - Python
Fast and easy distributed model training examples.
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Jul 2, 2024 - Python
Towards Rehearsal-based Continual Learning at Scale: distributed CL with Horovod + PyTorch
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Jun 26, 2024 - Python
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