One of the parameter values from the list is not being used

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I am performing a sweep but one of the of the value has not been explored even once after 30+ runs. The entire config is given below but the main part is the pool_type parameter.

  pool_type:
    values:
      - cls
      - mean
      - sum

Only the values mean and sum have been used so far. Another photo attached shows that (I have grouped them by pool type and only two show up)

image
image345×611 9.54 KB

early_terminate:
  min_iter: 3
  type: hyperband
method: bayes
metric:
  goal: maximize
  name: precision
name: kinase_VEGFR2_sweep_full
parameters:
  batch_size:
    values:
      - 16
      - 32
      - 64
  drop_prob:
    distribution: uniform
    max: 0.5
    min: 0.1
  epochs:
    value: 100
  hidden_size1:
    values:
      - 128
      - 256
      - 512
  hidden_size2:
    values:
      - 32
      - 64
      - 128
      - 256
  loss:
    values:
      - bce
  lr:
    distribution: uniform
    max: 0.001
    min: 1e-05
  model:
    values:
      - thaonguyen217/farm_molecular_representation
      - ibm/MoLFormer-XL-both-10pct
      - seyonec/PubChem10M_SMILES_BPE_450k
      - DeepChem/ChemBERTa-10M-MLM
      - DeepChem/ChemBERTa-77M-MLM
      - DeepChem/ChemBERTa-10M-MTR
      - DeepChem/ChemBERTa-77M-MTR
  pool_type:
    values:
      - cls
      - mean
      - sum
  weight_decay:
    distribution: uniform
    max: 0.01
    min: 1e-07