v0.4.0

1. Add GPU support for PS
2. Support Kubernetes 1.18 and above
3. Fix the bug of deploying Prometheus

Please follow the Get started Guide to install.

v0.3.3

1. Support non-root installation
2. Add train init framework
3. Fix the bug of using Estimator

Please follow the Get started Guide to install.

v0.3.2

1. Fix evaluator & chief validation
2. Fix incorrect cpu resource variable, should be psCPU
3. Set exit code as 2 when delete job failed

Please follow the Get started Guide to install.

v0.3.1

1. Upgrade Deployment version from extensions/v1beta1 to apps/v1
2. Fix the issue of incorrect number of allocated GPUs
3. Upgrade Helm to v2.14.1

Please follow the Get started Guide to install.

v0.3.1-beta

Some bugs are fixed.

Please follow the Get started Guide to install.

v0.3.1-alpha

New Features:

• Fully support GPUShare capabilities
• Add document for GPUShare capabilities

Please follow the Get started Guide to install.

v0.3.0

New Features:

• Add Priority class support for MPIJob and TFJob
• Display Unhealthy GPU devices
• Support custom serving
• Add tarball installation for Linux and Mac

Please follow the Get started Guide to install.

v0.2.0

• Support spark and volcano Job
• Support multiple users and add PodSecurityContext for Training Job
• Support TensorRT
• Add priorities and preemption for mpijob
• Refactoring code to remove dependency of helm create
• Enhance cluster management

v0.1.0

• support tfjob and mpijob for training
• support GPU and RDMA
• support serving
• manage training job's life cycle, including job status, logs, GPU usage
• mange GPU resource in the cluster

v0.1.0-rc.3

• support mpi_operator
• monitor GPU usage during training
• support serving