Release 0.2.11

What's Changed

• Fix adaptdl-ray release version by @odp in #119
  Full Changelog: v0.2.10...v0.2.11

Release 0.2.10

What's Changed

• Fix the ray links in documentation by @rmfan in #108
• Fix documentation by @rmfan in #109
• Use empty string for all-inclusive pod-label-selector by @odp in #113
• Disable immediate allocation for NP jobs by @odp in #114
• Add adaptdl ray to index by @rmfan in #111
• Handle default case of spec.preemptible by @odp in #116
• Support apiextensions.k8s.io/v1 and admissionregistration.k8s.io/v1 by @odp in #118

Full Changelog: v0.2.9...v0.2.10

Release 0.2.9

• Use pymoo version 0.5.0
• Add an Adaptdl Ray Tune Trial scheduler
• Support AdaptDL on AWS Ray Clusters

Release 0.2.8

• Adds support for Adam and AdamW optimizers.
• Print exceptions for torch hooks and callbacks.

Release 0.2.7

• Documentation fixes
• Version check between AdaptDL Trainer Lib and Scheduler
• Change pod creation error to cause the AdaptDL job to fail instead of the scheduler pod
• Add support for LEGW, Linear, and Sqrt scaling rules.
• Add support for automatic mixed precision
• Save Checkpoint File Atomically
• Adaptive batch size updates from research codebase
• Fix timezone format parsing in python3.6
• Fixes to BERT example

Release 0.2.6

• Update helm release workflow

Release 0.2.5

• Separate validation logic out into a ValidatingAdmissionWebhook
• Add gradient accumulation
• AdaScale Improvements
• Add BERT examples
• Add methods to output tensorboard metrics
• Using jsonpatch and podpreset to accept cluster config
• Add job trigger with synchronization

Release 0.2.4

• Introduce non-preemptible jobs through preemptible flag in job spec.
• Support minReplicas job parameter for both non-preemptible and preemptible jobs.

Release 0.2.3

Maintenance release

• Allocator bugfix
• Change helm chart name to adaptdl-sched

Release 0.2.2

Changes:

• Push docker images through local mitmproxy to remote insecure registry
• Use port 32000 for registry service everywhere to gain compatibility with microk8s
• Handle case where registry is deployed in a different namespace
• Update readme and copyrights