def test_check_repeated_params():
searchspace = SearchSpace()
searchspace.add_enum('x', [1, 2])
searchspace.add_jump('y', min=3, max=4, num=2)
history = []
grid_search1 = GridSearch()
for _ in range(4):
params = grid_search1.suggest(history, searchspace)
history.append((params, 0.0, 'SUCCEEDED'))
grid_search2 = GridSearch()
for _ in range(4):
params = grid_search2.suggest(history, searchspace)
assert grid_search2.is_repeated_suggestion(params, history)
history = []
grid_search3 = GridSearch()
for _ in range(4):
params = grid_search3.suggest(history, searchspace)
history.append((params, 0.0, 'FAILED'))
grid_search4 = GridSearch()
for _ in range(4):
params = grid_search4.suggest(history, searchspace)
assert not grid_search4.is_repeated_suggestion(params, history)
def test_check_repeated_params():
searchspace = SearchSpace()
searchspace.add_enum('x', [1, 2])
searchspace.add_jump('y', min=3, max=4, num=2)
history = []
grid_search1 = GridSearch()
for _ in range(4):
params = grid_search1.suggest(history, searchspace)
history.append((params, 0.0, 'SUCCEEDED'))
grid_search2 = GridSearch()
for _ in range(4):
params = grid_search2.suggest(history, searchspace)
assert grid_search2.is_repeated_suggestion(params, history)
history = []
grid_search3 = GridSearch()
for _ in range(4):
params = grid_search3.suggest(history, searchspace)
history.append((params, 0.0, 'FAILED'))
grid_search4 = GridSearch()
for _ in range(4):
params = grid_search4.suggest(history, searchspace)
assert not grid_search4.is_repeated_suggestion(params, history)
def test_grid():
searchspace = SearchSpace()
searchspace.add_enum('x', [1, 2])
searchspace.add_jump('y', min=3, max=4, num=2)
grid_search = GridSearch()
suggestions = [grid_search.suggest([], searchspace) for _ in range(4)]
suggestions = [(s['x'], s['y']) for s in suggestions]
assert suggestions == [(1, 3), (1, 4), (2, 3), (2, 4)], "Didn't examine whole space correctly"
def test_grid():
searchspace = SearchSpace()
searchspace.add_enum('x', [1, 2])
searchspace.add_jump('y', min=3, max=4, num=2)
grid_search = GridSearch()
suggestions = [grid_search.suggest([], searchspace) for _ in range(4)]
suggestions = [(s['x'], s['y']) for s in suggestions]
assert suggestions == [(1, 3), (1, 4), (2, 3),
(2, 4)], "Didn't examine whole space correctly"
