def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
objs2 = tg.Select(shape=shape2, when=sg.random_when())
a1 = tg.GetColor(objs1)
a2 = tg.GetColor(objs2)
self._operator = tg.IsSame(a1, a2)
def __init__(self):
shape1, shape2, shape3 = sg.sample_shape(3)
objs1 = tg.Select(shape=shape1, when='latest')
color1 = tg.GetColor(objs1)
objs2 = tg.Select(color=color1, shape=shape2, when='now')
self._operator = tg.Go(objs2)
self._shape1, self._shape2, self._shape3 = shape1, shape2, shape3
def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when='now')
objs2 = tg.Select(shape=shape2, when=sg.random_when())
self._operator = tg.Switch(tg.Exist(objs1),
tg.Go(objs1),
tg.Go(objs2),
both_options_avail=False)
def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
shape=shape2,
when='now',
space_type=sg.random_space())
self._operator = tg.Exist(objs2)
def __init__(self):
shape1, shape2, shape3, shape4 = sg.sample_shape(4)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
objs2 = tg.Select(shape=shape2, when=sg.random_when())
objs3 = tg.Select(shape=shape3, when=sg.random_when())
objs4 = tg.Select(shape=shape4, when=sg.random_when())
a1 = tg.GetColor(objs1)
a2 = tg.GetColor(objs2)
a3 = tg.GetColor(objs3)
a4 = tg.GetColor(objs4)
self._operator = tg.And(tg.IsSame(a1, a2), tg.IsSame(a3, a4))
def __init__(self):
shape1, shape2, shape3, shape4 = sg.sample_shape(4)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
shape=shape2,
when='now',
space_type=sg.random_space())
bool1 = tg.Exist(objs2)
objs3 = tg.Select(shape=shape3)
objs4 = tg.Select(shape=shape4)
go1 = tg.Go(objs3)
go2 = tg.Go(objs4)
self._operator = tg.Switch(bool1, go1, go2, both_options_avail=True)
def __init__(self):
color1, color2, color3 = sg.sample_color(3)
shape3, shape4 = sg.sample_shape(2)
when1 = sg.random_when()
when2 = sg.random_when()
objs1 = tg.Select(color=color1, when=when1)
objs2 = tg.Select(color=color2, when=when2)
s1 = tg.GetShape(objs1)
s2 = tg.GetShape(objs2)
bool1 = tg.IsSame(s1, s2)
objs3 = tg.Select(color=color3, shape=shape3)
objs4 = tg.Select(color=color3, shape=shape4)
go1 = tg.Go(objs3)
go2 = tg.Go(objs4)
self._operator = tg.Switch(bool1, go1, go2, both_options_avail=True)
def __init__(self):
shape1, shape2, shape3 = sg.sample_shape(3)
color1, color2 = sg.sample_color(2)
when1 = sg.random_when()
when2 = sg.random_when()
objs1 = tg.Select(shape=shape1, when=when1)
objs2 = tg.Select(shape=shape2, when=when2)
a1 = tg.GetColor(objs1)
a2 = tg.GetColor(objs2)
bool1 = tg.IsSame(a1, a2)
objs3 = tg.Select(color=color1, shape=shape3)
objs4 = tg.Select(color=color2, shape=shape3)
go1 = tg.Go(objs3)
go2 = tg.Go(objs4)
self._operator = tg.Switch(bool1, go1, go2, both_options_avail=True)
def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
objs2 = tg.Select(shape=shape2, when=sg.random_when())
color11 = tg.GetColor(objs1)
color21 = tg.GetColor(objs2)
color12, color22 = sg.random_color(), sg.random_color()
if random.random() > 0.5:
bool1 = tg.IsSame(color11, color12)
else:
bool1 = tg.IsSame(color11, color12)
if random.random() > 0.5:
bool2 = tg.IsSame(color21, color22)
else:
bool2 = tg.IsSame(color21, color22)
self._operator = tg.And(bool1, bool2)
def __init__(self):
color1, color2 = sg.sample_color(2)
when1 = sg.random_when()
a2 = sg.random_shape()
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(color=color1, when=when1)
a1 = tg.GetShape(objs1)
if random.random() > 0.5:
bool1 = tg.IsSame(a1, a2)
else:
bool1 = tg.IsSame(a2, a1)
objs2 = tg.Select(color=color2, shape=shape1)
objs3 = tg.Select(color=color2, shape=shape2)
go1 = tg.Go(objs2)
go2 = tg.Go(objs3)
self._operator = tg.Switch(bool1, go1, go2, both_options_avail=True)
def generate_objset(self, n_epoch, n_distractor=1, average_memory_span=2):
"""Generate object set."""
if n_epoch < 4:
raise ValueError(
'Number of epoch {:d} is less than 4'.format(n_epoch))
shape1, shape2 = sg.sample_shape(2)
shape3 = sg.random_shape()
objset = sg.ObjectSet(n_epoch=n_epoch)
sample1 = sg.Object([self._color1, shape1], when='now')
distractor1 = sg.Object([self._color3, shape3], when='now')
test1 = sg.Object([self._color2, shape1], when='now')
test2 = sg.Object([self._color2, shape2], when='now')
objset.add(sample1, epoch_now=1) # sample epoch
objset.add(distractor1, epoch_now=2) # delay epoch
objset.add(test1, epoch_now=3) # test epoch
objset.add(test2, epoch_now=3) # test epoch
return objset
def generate_objset(self, n_epoch, n_distractor=1, average_memory_span=2):
if n_epoch < 4:
raise ValueError(
'Number of epoch {:d} is less than 4'.format(n_epoch))
objset = sg.ObjectSet(n_epoch=n_epoch)
n_sample = 2
sample_shapes = sg.sample_shape(n_sample)
for i in range(n_sample):
obj = sg.Object([self._color1, sample_shapes[i]], when='now')
objset.add(obj, epoch_now=1)
obj = sg.Object([sg.another_color(self._color1)], when='now')
objset.add(obj, epoch_now=1) # distractor
if random.random() < 0.5:
shape3 = random.choice(sample_shapes)
else:
shape3 = sg.another_shape(sample_shapes)
test1 = sg.Object([self._color1, shape3], when='now')
objset.add(test1, epoch_now=3) # test epoch
return objset
def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
color1 = tg.GetColor(objs1)
objs2 = tg.Select(color=color1, shape=shape2, when='now')
self._operator = tg.Exist(objs2)