mpi-operator
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.) (by kubeflow)
onepanel
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises. (by onepanelio)
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| mpi-operator | onepanel | |
|---|---|---|
| 1 | 4 | |
| 395 | 696 | |
| 1.8% | 0.0% | |
| 7.3 | 0.0 | |
| 1 day ago | about 1 year ago | |
| Go | Go | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mpi-operator
Posts with mentions or reviews of mpi-operator.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-01-25.
-
Scaling Kubernetes to 7,500 Nodes
Hi, kube-scheduler maintainer here, currently looking into enabling MPI use cases in k8s.
We started a discussion in https://github.com/kubeflow/mpi-operator/issues/315
onepanel
Posts with mentions or reviews of onepanel.
We have used some of these posts to build our list of alternatives
and similar projects.
- Onepanel - open source machine learning IDE that you can deploy in any cloud or on-premises
- Onepanel - open source alternative to AWS SageMaker you can run on any cloud or on-premises
- Onepanel – Cloud-native deep learning platform
-
[P] Onepanel - latest open source release now includes browser accessible deep learning desktop, hyperparameter tuning and Python DSL for defining parallel data processing or training pipelines.
GitHub repository: https://github.com/onepanelio/onepanel Documentation: https://docs.onepanel.ai
What are some alternatives?
When comparing mpi-operator and onepanel you can also consider the following projects:
kube-batch - A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC
horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
kserve - Standardized Serverless ML Inference Platform on Kubernetes
fake-news - Building a fake news detector from initial ideation to model deployment