Can't override job definition resource requirements

The memory and vCPU overrides that are specified in the memory and vcpus members of the containerOverrides structure, which passed to SubmitJob, can't override the memory and vCPU requirements that are specified in the resourceRequirements structure in the job definition.

If you try to override these resource requirements, you might see the following error message:

"This value was submitted in a deprecated key and may conflict with the value provided by the job definition's resource requirements."

To correct this, specify the memory and vCPU requirements in the resourceRequirements member of the containerOverrides. For example, if your memory and vCPU overrides are specified in the following lines.

"containerOverrides": {
   "memory": 8192,
   "vcpus": 4
}

Change them to the following:

"containerOverrides": {
   "resourceRequirements": [
      {
         "type": "MEMORY",
         "value": "8192"
      },
      {
         "type": "VCPU",
         "value": "4"
      }
   ],
}

Do the same change to the memory and vCPU requirements that are specified in the containerProperties object in the job definition. For example, if your memory and vCPU requirements are specified in the following lines.

{
   "containerProperties": {
      "memory": 4096,
      "vcpus": 2,
}

Change them to the following:

"containerProperties": {
   "resourceRequirements": [
      {
         "type": "MEMORY",
         "value": "4096"
      },
      {
         "type": "VCPU",
         "value": "2"
      }
   ],
}