*   `tf.data`

    * `tf.data` now has an `autotune_options.initial_parallelism` option to
      control the initial parallelism setting used by autotune before the data
      pipeline has started running. The default is 16. A lower value reduces
      initial memory usage, while a higher value improves startup time.

## Keras

*  `keras.layers.experimental.DynamicEmbedding`

- Kubelet terminates pods correctly upon restart, fixing an issue where pods may have not been fully terminated if the kubelet was restarted during pod termination. ([#117019](https://github.com/kubernetes/kubernetes/pull/117019), [@bobbypage](https://github.com/bobbypage)) [SIG Node and Testing]

annotations to include with deployment or statefulset additionalAnnotation: [] ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Port number for MinIO S3 API Access...

annotations to include with deployment or statefulset additionalAnnotation: [] ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Port number for MinIO S3 API Access...

annotations to include with deployment or statefulset additionalAnnotation: {} ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Additional volumes to minio container...

annotations to include with deployment or statefulset additionalAnnotation: [] ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Internal port number for MinIO...

annotations to include with deployment or statefulset additionalAnnotation: {} ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Additional volumes to minio container...

annotations to include with deployment or statefulset additionalAnnotation: {} ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Additional volumes to minio container...

annotations to include with deployment or statefulset additionalAnnotation: {} ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Additional volumes to minio container...

annotations to include with deployment or statefulset additionalAnnotation: [] ## Typically the deployment/statefulset includes checksums of secrets/config, ## So that when these change on a subsequent helm install, the deployment/statefulset ## is restarted. This can result in unnecessary restarts under GitOps tooling such as ## flux, so set to "true" to disable this behaviour. ignoreChartChecksums: false ## Additional arguments to pass to minio binary extraArgs: [] ## Port number for MinIO S3 API Access...