# Copyright Advanced Micro Devices, Inc., or its affiliates.
# SPDX-License-Identifier: MIT
algorithm: GA
pop_size: 512
n_gen: 30
soo: False
period: 5 # 0 disables it
tol: 0.0008
div_thr: 0.5
max_iters: 250
seed: 0
verbose: 1
log_file: optimization.log
weights: null
weight_beta: 0.25 # Beta parameter for weight transformation: w = exp(-beta * (w - w.min()))
n_elements_to_validate: 0
survival:
  name: fitness
#  ratio: 1.0 # TODO
selection:
  name: tournament
  tournament:
    k: 2
  truncation:
    elite_ratio: 0.231579
  beta:
    a: 1
    b: 2.5
  common:
    ratio: 0.5
    elitism: 0.05
    replacement: true
crossover:
  name: ux
  common:
    mode: random
    prob: 0.9 # Should be in the (0.8, 1.0) range usually
mutation:
  prob: null # If set should be something small (e.g. 0.02~0.06), set to 1 / n_params by default
#  weights:
#    group_0: 2.1 # MatrixInstruction group is more important to explore/exploit, so we increase its mutation rate, this is just an example
#    DepthU: 2.1
# weights' role is to increase the mutation rate for certain parameters, the final prob will be prob * w