def testNamedRegistration(self):
@registry.register_hparams("a")
def my_hparams_set():
pass
@registry.register_ranged_hparams("a")
def my_hparams_range(_):
pass
self.assertTrue(registry.hparams("a") is my_hparams_set)
self.assertTrue(registry.ranged_hparams("a") is my_hparams_range)
def testHParamSet(self):
@registry.register_hparams
def my_hparams_set():
pass
@registry.register_ranged_hparams
def my_hparams_range(_):
pass
self.assertTrue(registry.hparams("my_hparams_set") is my_hparams_set)
self.assertTrue(
registry.ranged_hparams("my_hparams_range") is my_hparams_range)
def testNamedRegistration(self):
@registry.register_hparams("a")
def my_hparams_set():
return 7
@registry.register_ranged_hparams("a")
def my_hparams_range(_):
pass
self.assertEqual(registry.hparams("a"), my_hparams_set())
self.assertTrue(registry.ranged_hparams("a") is my_hparams_range)
def testHParamSet(self):
@registry.register_hparams
def my_hparams_set():
return 3
@registry.register_ranged_hparams
def my_hparams_range(_):
pass
self.assertEqual(registry.hparams("my_hparams_set"), my_hparams_set())
self.assertTrue(
registry.ranged_hparams("my_hparams_range") is my_hparams_range)
def autotune_paramspecs(hparams_range): rhp = common_hparams.RangedHParams() registry.ranged_hparams(hparams_range)(rhp) return rhp.to_parameter_specs(name_prefix='hp_')
def testUnknownHparams(self):
with self.assertRaisesRegexp(LookupError, "never registered"):
registry.hparams("not_registered")
with self.assertRaisesRegexp(LookupError, "never registered"):
registry.ranged_hparams("not_registered")
def testUnknownHparams(self):
with self.assertRaisesRegexp(LookupError, "never registered"):
registry.hparams("not_registered")
with self.assertRaisesRegexp(LookupError, "never registered"):
registry.ranged_hparams("not_registered")
def autotune_paramspecs(hparams_range): rhp = common_hparams.RangedHParams() registry.ranged_hparams(hparams_range)(rhp) return rhp.to_parameter_specs(name_prefix="hp_")