sweep.yaml

program: sweep.py
method: bayes
project: digits
entity: ishanmanchanda
command:
    - C:\Users\ishan\AppData\Local\pypoetry\Cache\virtualenvs\digits-TB0kwcBe-py3.9\Scripts\python.exe
    - ${program}
    - ${args}
metric:
    name: accuracy
    goal: maximize
parameters:
    n_layers:
        min: 1
        max: 3
        distribution: int_uniform
    n_neurons:
        min: 32
        max: 256
        distribution: int_uniform
    eta:
        max: 0.1
        min: 0.001
        distribution: uniform
    lmbda:
        max: 1
        min: 0.01
        distribution: uniform
    alpha:
        max: 0.1
        min: 0.01
        distribution: uniform
    batch_size:
        max: 100
        min: 10
        distribution: int_uniform
    epochs:
        max: 100
        min: 10
        distribution: int_uniform
    deskew:
        value: "true"
    mini:
        value: "true"