kubernetes/compute-classes/gpu-spot-capacity.yaml (28 lines of code) (raw):
# Copyright 2024 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
apiVersion: cloud.google.com/v1
kind: ComputeClass
metadata:
name: gpu-spot-capacity
spec:
autoscalingPolicy:
consolidationDelayMinutes: 2 # Mark a node as eligible for scale down after 1 minute at 10% utilisation
consolidationThreshold: 30 # Very low threshold to encourage node packing
nodePoolAutoCreation:
enabled: true
priorities:
- machineFamily: g2
minCores: 8
minMemoryGb: 32
spot: true
gpu:
type: nvidia-l4
count: 1
- machineFamily: n1
minCores: 8
minMemoryGb: 32
spot: true
gpu:
type: nvidia-tesla-t4
count: 1
whenUnsatisfiable: ScaleUpAnyway # Required for Autopilot
activeMigration:
optimizeRulePriority: false # Prioritize moving workloads to optimal instances