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Distributed Tensorflow Using Mpi

Template for Deploying Distributed TensorFlow on Clusters Using MPI
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11
License
mit
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0
Most Recent Commit
5 years ago
Programming Language
Python
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Alternatives To Distributed Tensorflow Using Mpi
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Horovod14,032pypi horovod} Downloads2016a month ago77June 12, 2023372otherPython
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Wheels885
5 years ago20
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
Mpi Operator373166 months ago30March 08, 202289apache-2.0Go
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
Mloperator89
5 months agoapache-2.0Go
Machine Learning Operator & Controller for Kubernetes
Networking66
4 years ago9C++
Enhanced networking support for TensorFlow. Maintained by SIG-networking.
Polyaxon Examples65
a year ago5apache-2.0Python
Code for tutorials and examples
Pwcnet Tf223
2 years ago5mitJupyter Notebook
TensorFlow-based implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume".
Horovod Ansible21
5 years agoHCL
Create Horovod cluster easily using Ansible
Spark Chapel Tf Umich 201619
8 years agootherJavaScript
Slides and materials for workshop at University of Michigan MICDE
Aws Mnpbatch Template13
5 years agootherShell
Template scripts to setup Docker Images compatible with running on MNP Batch
Alternatives To Distributed Tensorflow Using Mpi
Select To Compare
Horovod ⭐ 14,032
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 16total releases 77most recent commit a month agopypi horovod} Downloads
Mpi Operator ⭐ 373
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
dependent packages 16total releases 30most recent commit 6 months ago


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Alternative Project Comparisons
Distributed Tensorflow Using Mpi vs Horovod
Distributed Tensorflow Using Mpi vs Wheels
Distributed Tensorflow Using Mpi vs Mpi Operator
Distributed Tensorflow Using Mpi vs Mloperator
Distributed Tensorflow Using Mpi vs Networking
Distributed Tensorflow Using Mpi vs Polyaxon Examples
Distributed Tensorflow Using Mpi vs Pwcnet Tf2
Distributed Tensorflow Using Mpi vs Horovod Ansible
Distributed Tensorflow Using Mpi vs Spark Chapel Tf Umich 2016
Distributed Tensorflow Using Mpi vs Aws Mnpbatch Template
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