toy-complex-search-ax.yaml

job.type: search
dataset.name: toy

train.optimizer.default.type: Adagrad
model: complex

search.type: ax
ax_search:
  num_trials: 20
  parameters:
    - name: train.optimizer.default.args.lr
      type: range
      bounds: [0.0, 1.0]
    - name: train.optimizer.default.args.weight_decay
      type: range
      bounds: [1.0e-8, 1.0]
      log_scale: True
    - name: lookup_embedder.dim
      type: range
      bounds: [10, 50]