Skypilot only wants to spawn 4 core cpu controller when sky serve up

[mainey]

When sky serve up a manifest with spot resources, skypilot would only want to launch a controller instance with 4 core

~/.sky/config.yaml

serve:
  controller:
    resources:
      cloud: aws
      region: ap-southeast-1
      instance_type: c6a.large
      disk_size: 50

jobs:
  controller:
    resources:
      cloud: aws
      region: ap-southeast-1
      instance_type: c6a.large
      disk_size: 50

allowed_clouds:
  - aws

sky serve up prod.yaml

service:
  replica_policy:
    min_replicas: 1
    max_replicas: 1
    target_qps_per_replica: 2
  readiness_probe:
    path: /embeddings
    headers:
      Authorization: Bearer $AUTH_TOKEN
    post_data:
      model: $MODEL_NAME
      user: "user"
      input:
        "a"

resources:
  cloud: aws
  disk_tier: best
  use_spot: true
  disk_size: 100
  ports: 8000
  any_of:
    - cloud: aws
      region: ap-southeast-1
      accelerators: T4g

envs:
  #censored

setup: |
  #censored

run: |
  docker run --runtime nvidia --gpus all -p 8000:8000 \
    --env #CENSORED \
    censored \
    --model-id $MODEL_NAME \
    --port 8000

Error log

ValueError: c6a.large does not have enough vCPUs. c6a.large has 2.0 vCPUs, but 4+ is requested.

The above exception was the direct cause of the following exception:

ValueError: Serve controller resources is not valid, please check ~/.sky/config.yaml file and make sure serve.controller.resources is a valid resources spec. details:
  [valueerror] c6a.large does not have enough vcpus. c6a.large has 2.0 vcpus, but 4+ is requested.

Version & Commit info:

• sky -v: skypilot, version 1.0.0.dev20241027
• sky -c: skypilot, commit c0c17483d1f692ad639144050f5f6fa0966e47a5

[cblmemo]

Hi @mainey ! Thanks for reporting this. Could you try adding cpus: 2+ under the {jobs,serve}.controller.resoruces field?

This makes me wondering should we ignore default settings (at least cpu) if we find a customized resource. cc @Michaelvll for a look here