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Merge pull request #15 from nojnhuh/hpa-catalog
add HorizontalPodAutoscaler stub to catalog
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10 changes: 10 additions & 0 deletions
10
serving-catalog/core/deployment/components/hpa/base/hpa.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| apiVersion: autoscaling/v2 | ||
| kind: HorizontalPodAutoscaler | ||
| metadata: | ||
| name: singlehost-inference-hpa | ||
| spec: | ||
| scaleTargetRef: | ||
| apiVersion: apps/v1 | ||
| kind: Deployment | ||
| name: singlehost-inference-deployment-blueprint | ||
| # TODO: also include stabilizing-windows, tolerance threshold, etc. |
6 changes: 6 additions & 0 deletions
6
serving-catalog/core/deployment/components/hpa/base/kustomization.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,6 @@ | ||
| # kustomization.yaml | ||
| apiVersion: kustomize.config.k8s.io/v1alpha1 | ||
| kind: Component | ||
|
|
||
| resources: | ||
| - hpa.yaml |
17 changes: 17 additions & 0 deletions
17
serving-catalog/core/deployment/components/hpa/jetstream/token-latency/hpa.patch.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,17 @@ | ||
| apiVersion: autoscaling/v2 | ||
| kind: HorizontalPodAutoscaler | ||
| metadata: | ||
| name: singlehost-inference-hpa | ||
| spec: | ||
| # TODO: add best practices as defined at: | ||
| # - https://cloud.google.com/kubernetes-engine/docs/how-to/machine-learning/inference/autoscaling-tpu | ||
| # - https://cloud.google.com/kubernetes-engine/docs/how-to/machine-learning/inference/autoscaling | ||
| minReplicas: 1 | ||
| maxReplicas: 10 | ||
| metrics: | ||
| - type: Pods | ||
| pods: | ||
| metric: | ||
| name: jetstream-token-latency-ms | ||
| target: | ||
| type: AverageValue |
11 changes: 11 additions & 0 deletions
11
serving-catalog/core/deployment/components/hpa/jetstream/token-latency/kustomization.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| # kustomization.yaml | ||
| apiVersion: kustomize.config.k8s.io/v1alpha1 | ||
| kind: Component | ||
|
|
||
| components: | ||
| - ../../base | ||
|
|
||
| patches: | ||
| - path: hpa.patch.yaml | ||
| target: | ||
| kind: HorizontalPodAutoscaler |
14 changes: 14 additions & 0 deletions
14
serving-catalog/core/deployment/components/hpa/vllm/token-latency/hpa.patch.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,14 @@ | ||
| apiVersion: autoscaling/v2 | ||
| kind: HorizontalPodAutoscaler | ||
| metadata: | ||
| name: singlehost-inference-hpa | ||
| spec: | ||
| minReplicas: 1 | ||
| maxReplicas: 10 | ||
| metrics: | ||
| - type: Pods | ||
| pods: | ||
| metric: | ||
| name: vllm-token-latency-ms | ||
| target: | ||
| type: AverageValue |
11 changes: 11 additions & 0 deletions
11
serving-catalog/core/deployment/components/hpa/vllm/token-latency/kustomization.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| # kustomization.yaml | ||
| apiVersion: kustomize.config.k8s.io/v1alpha1 | ||
| kind: Component | ||
|
|
||
| components: | ||
| - ../../base | ||
|
|
||
| patches: | ||
| - path: hpa.patch.yaml | ||
| target: | ||
| kind: HorizontalPodAutoscaler |
10 changes: 10 additions & 0 deletions
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serving-catalog/core/deployment/jetstream/gemma-7b-it/gke/hpa.patch.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| - op: add | ||
| path: /metadata/name | ||
| value: gemma-7b-it-jetstream-hpa | ||
| - op: add | ||
| path: /metadata/labels | ||
| value: | ||
| app: gemma-7b-it-jetstream-inference-server | ||
| - op: add | ||
| path: /spec/metrics/0/pods/target/averageValue | ||
| value: 50 |
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10
serving-catalog/core/deployment/jetstream/llama3-8b/gke/hpa.patch.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| - op: add | ||
| path: /metadata/name | ||
| value: llama3-8b-jetstream-hpa | ||
| - op: add | ||
| path: /metadata/labels | ||
| value: | ||
| app: llama3-8b-jetstream-inference-server | ||
| - op: add | ||
| path: /spec/metrics/0/pods/target/averageValue | ||
| value: 50 |
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10
serving-catalog/core/deployment/vllm/gemma-2b/gke/hpa.patch.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| - op: add | ||
| path: /metadata/name | ||
| value: gemma-2b-vllm-hpa | ||
| - op: add | ||
| path: /metadata/labels | ||
| value: | ||
| app: gemma-2b-vllm-inference-server | ||
| - op: add | ||
| path: /spec/metrics/0/pods/target/averageValue | ||
| value: 50 |
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10 changes: 10 additions & 0 deletions
10
serving-catalog/core/deployment/vllm/llama3-70b/gke/hpa.patch.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| - op: add | ||
| path: /metadata/name | ||
| value: llama3-70b-vllm-hpa | ||
| - op: add | ||
| path: /metadata/labels | ||
| value: | ||
| app: llama3-70b-vllm-inference-server | ||
| - op: add | ||
| path: /spec/metrics/0/pods/target/averageValue | ||
| value: 50 |
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10
serving-catalog/core/deployment/vllm/llama3-8b/gke/hpa.patch.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| - op: add | ||
| path: /metadata/name | ||
| value: llama3-8b-vllm-hpa | ||
| - op: add | ||
| path: /metadata/labels | ||
| value: | ||
| app: llama3-8b-vllm-inference-server | ||
| - op: add | ||
| path: /spec/metrics/0/pods/target/averageValue | ||
| value: 50 |
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