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staceysv/mol_sol_sweep.yaml

Created May 6, 2021 18:07
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sweep config for molecular solubility deepchem tutorial
Raw
mol_sol_sweep.yaml
name: dnn cling test
project: deepchem_molsol
description: go deeper and wider on FC net
program: ml_train.py
method: bayes
metric:
name: r2
goal: maximize
parameters:
batch_size:
values: [8, 16, 32]
layers:
values: ["1000 500 100", "200 100 50 10", "200 50 10", "1000 500 100 50 10", "500 100 50 10"]
lr:
values: [0.003, 0.004, 0.005, 0.01, 0.02, 0.03, 0.05]
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