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AutoML Resource Capacity

Resource limits vary by contracted plan (basic, standard, advanced).

RAM

  • Task type 1 (64 GB) – min/base
  • Task type 2 (128 GB) – default
  • Task type 4 (256 GB) – max (basic plan)
  • Task type 6 (384 GB) – max (standard plan)
  • Task type 8 (512 GB) – max (advanced plan)

Task Concurrency Limit

Max concurrent AutoML tasks/operators; excess submissions fail with error.

  • 4 (basic)
  • 8 (standard)
  • 16 (advanced)

User Limits

  • 5 users (basic)
  • 15 users (standard)
  • Unlimited (advanced)

Task Unit & Unit Hours

A unit hour = physical (clock) hour * task unit.

Task unit by type:

  • Type 1 (64 GB) → 1 unit
  • Type 2 (128 GB) → 2 units (default)
  • Type 4 (256 GB) → 4 units
  • Type 6 (384 GB) → 6 units
  • Type 8 (512 GB) → 8 units

Example (500 unit hours available):

  • 64 GB task: 500 h
  • 128 GB task: 250 h
  • 256 GB task: 125 h

Mixed example:

  • Three type‑4 tasks durations: 0.5h, 1.5h, 1.0h → 4 * (0.5 + 1.5 + 1.0) = 12.0
  • Four type‑1 tasks durations: 1.0h, 2.0h, 3.0h, 4.0h → 1 * (1 + 2 + 3 + 4) = 10.0
  • Total = 22.0 unit hours