def _incompatible_hparam_vals(vals, exp_type, exp_vals):
for val in vals:
val_type = summary.hparam_type([val])
if val_type != exp_type or (
val_type == summary.HPARAM_TYPE_STRING and val not in exp_vals
):
yield val
def _bad_domain_hparam_vals(name, vals, exp_vals):
exp_type = summary.hparam_type(exp_vals)
if exp_type == summary.HPARAM_TYPE_NONE:
return []
return [
(name, bad_val)
for bad_val in _incompatible_hparam_vals(vals, exp_type, exp_vals)
]