data-parallelism
Here are 49 public repositories matching this topic...
Torch Automatic Distributed Neural Network (TorchAD-NN) training library. Built on top of TorchMPI, this module automatically parallelizes neural network training.
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Feb 28, 2018 - Lua
A C# based download manager that uses task-based programming using Data parallelism, Task Parallel Library in C# Scheduling, controlling and managing tasks
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Apr 2, 2018 - C#
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
Dependence-Based Code Transformation for Coarse-Grained Parallelism
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Dec 8, 2018 - C++
☕Implement of Parallel Matrix Multiplication Methods Using FOX Algorithm on Peking University's High-performance Computing System
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Jan 28, 2019 - C
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
Orkhon: ML Inference Framework and Server Runtime
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Feb 1, 2021 - Rust
Development of Project HPGO | Hybrid Parallelism Global Orchestration
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Mar 26, 2021
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
The project is focused on parallelising pre-processing, measuring and machine learning in the cloud, as well as the evaluation and analysis of the cloud performance.
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Jul 6, 2022 - Jupyter Notebook
CUDA C parallel implementations of some well-known algorithms.
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Jul 17, 2022 - C
CUDA C parallel implementation of the Merge operation.
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Jul 17, 2022 - Cuda
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