seldon/seldon-mab
Chart version: 0.2.0
Api version: v2
App version: n/a
Chart to deploy a multi-armed bandits router over two Seldon de...
application
Chart Type
Active
Status
Unknown
License
334
Downloads
https://storage.googleapis.com/seldon-charts
Set me up:
helm repo add center https://repo.chartcenter.io
Install Chart:
helm install seldon-mab center/seldon/seldon-mab
Versions (0)
View all
seldon-mab
Chart to deploy a multi-armed bandits router over two Seldon deployments, so
that traffic is sent to the best performing model.
You will need to utilize both the predict and send_feedback API methods.
Usage
To use this chart, you will first need to add the seldonio Helm repo:
helm repo add seldonio https://storage.googleapis.com/seldon-charts
helm repo update
Once that’s done, you should then be able to use the inference graph template as:
helm template $MY_MODEL_NAME seldonio/seldon-mab --namespace $MODELS_NAMESPACE
Note that you can also deploy the inference graph directly to your cluster using:
helm install $MY_MODEL_NAME seldonio/seldon-mab --namespace $MODELS_NAMESPACE
Homepage: https://github.com/SeldonIO/seldon-core
Source Code
- https://github.com/SeldonIO/seldon-core
- https://github.com/SeldonIO/seldon-core/tree/master/helm-charts/seldon-mab
Values
| Key | Type | Default | Description |
|---|---|---|---|
| engine.env.SELDON_LOG_MESSAGES_EXTERNALLY | bool | false |
|
| engine.env.SELDON_LOG_MESSAGE_TYPE | string | "seldon.message.pair" |
|
| engine.env.SELDON_LOG_REQUESTS | bool | false |
|
| engine.env.SELDON_LOG_RESPONSES | bool | false |
|
| engine.resources.requests.cpu | string | "0.1" |
|
| mab.branches | int | 2 |
|
| mab.epsilon | float | 0.2 |
|
| mab.image.name | string | "seldonio/mab_epsilon_greedy" |
|
| mab.image.version | float | 1.3 |
|
| mab.name | string | "eg-router" |
|
| mab.verbose | int | 1 |
|
| modela.endpoint | string | "REST" |
|
| modela.image.name | string | "seldonio/mock_classifier" |
|
| modela.image.version | float | 1.3 |
|
| modela.name | string | "classifier-1" |
|
| modelb.endpoint | string | "REST" |
|
| modelb.image.name | string | "seldonio/mock_classifier" |
|
| modelb.image.version | float | 1.3 |
|
| modelb.name | string | "classifier-2" |
|
| oauth.key | string | nil |
|
| oauth.secret | string | nil |
|
| predictor.name | string | "default" |
|
| predictorLabels.fluentd | string | "true" |
|
| predictorLabels.version | string | "v1" |
|
| protocol | string | "REST" |
|
| replicas | int | 1 |
|
| sdepLabels.app | string | "seldon" |