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Added MO for HPOBench #127

Merged
merged 1 commit into from
Jun 2, 2024
Merged

Added MO for HPOBench #127

merged 1 commit into from
Jun 2, 2024

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Sohambasu07
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@Sohambasu07 Sohambasu07 commented Jun 2, 2024

Title: Adding Multiobjective to HPOBench in CARP-S as part of #96

Checks made

This optimizer/benchmark was ran on the following benchmark/optimizer:

  • smac20 multiobjective
  • Synetune BO_MO_LS, BO_MO_RS, MOREA
  • Nevergrad DE and ES (nsga2)

Features

The key features of this addition includes:

  • All existing carps/.../HPOBench/blackbox/tab configs were adapted to MO with the objectives function_value and cost.

Note

I made a local change to my HPOBench installation at HPOBench/setup.py to support Python versions <3.11. This was <=3.10 previously. Tests were performed using Python version 3.10.14

@Sohambasu07 Sohambasu07 requested a review from benjamc June 2, 2024 12:25
@benjamc benjamc merged commit 029adb8 into main Jun 2, 2024
1 check passed
@benjamc benjamc deleted the mo-hpobench branch June 2, 2024 21:01
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2 participants