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Update baselines

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This commit is contained in:
D-X-Y 2021-05-27 23:54:14 +08:00
parent 33ea7ca87a
commit 585ded31da
5 changed files with 36 additions and 99 deletions
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2
exps/GeMOSA/baselines/slbm-nof.py
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@ -178,7 +178,7 @@ if __name__ == "__main__":
help="The hidden dimension.",
)
parser.add_argument(
"--seq_length", type=int, default=10, help="The sequence length."
"--seq_length", type=int, default=20, help="The sequence length."
)
parser.add_argument(
"--init_lr",

62
tests/test_math_adv.py
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@ -1,62 +0,0 @@
#####################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.03 #
#####################################################
# pytest tests/test_math_adv.py -s #
#####################################################
import unittest
from xautodl.datasets.math_core import QuadraticFunc
from xautodl.datasets.math_core import ConstantFunc
from xautodl.datasets.math_core import DynamicLinearFunc
from xautodl.datasets.math_core import DynamicQuadraticFunc
from xautodl.datasets.math_core import ComposedSinFunc
class TestConstantFunc(unittest.TestCase):
"""Test the constant function."""
def test_simple(self):
function = ConstantFunc(0.1)
for i in range(100):
assert function(i) == 0.1
class TestDynamicFunc(unittest.TestCase):
"""Test DynamicQuadraticFunc."""
def test_simple(self):
timestamps = 30
function = DynamicQuadraticFunc()
function_param = dict()
function_param[0] = ComposedSinFunc(
num=timestamps, num_sin_phase=4, phase_shift=1.0, max_amplitude=1.0
)
function_param[1] = ConstantFunc(constant=0.9)
function_param[2] = ComposedSinFunc(
num=timestamps, num_sin_phase=5, phase_shift=0.4, max_amplitude=0.9
)
function.set(function_param)
print(function)
with self.assertRaises(TypeError) as context:
function(0)
function.set_timestamp(1)
print(function(2))
def test_simple_linear(self):
timestamps = 30
function = DynamicLinearFunc()
function_param = dict()
function_param[0] = ComposedSinFunc(
num=timestamps, num_sin_phase=4, phase_shift=1.0, max_amplitude=1.0
)
function_param[1] = ConstantFunc(constant=0.9)
function.set(function_param)
print(function)
with self.assertRaises(TypeError) as context:
function(0)
function.set_timestamp(1)
print(function(2))

33
tests/test_math_base.py
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@ -1,33 +0,0 @@
#####################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.03 #
#####################################################
# pytest tests/test_math_base.py -s #
#####################################################
import unittest
from xautodl.datasets.math_core import QuadraticFunc
class TestQuadraticFunc(unittest.TestCase):
"""Test the quadratic function."""
def test_simple(self):
function = QuadraticFunc([[0, 1], [0.5, 4], [1, 1]])
print(function)
for x in (0, 0.5, 1):
print("f({:})={:}".format(x, function(x)))
thresh = 0.2
self.assertTrue(abs(function(0) - 1) < thresh)
self.assertTrue(abs(function(0.5) - 4) < thresh)
self.assertTrue(abs(function(1) - 1) < thresh)
def test_none(self):
function = QuadraticFunc()
function.fit(
list_of_points=[[0, 1], [0.5, 4], [1, 1]], max_iter=3000, verbose=False
)
print(function)
thresh = 0.15
self.assertTrue(abs(function(0) - 1) < thresh)
self.assertTrue(abs(function(0.5) - 4) < thresh)
self.assertTrue(abs(function(1) - 1) < thresh)

32
tests/test_math_static.py Normal file
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@ -0,0 +1,32 @@
#####################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.03 #
#####################################################
# pytest tests/test_math_static.py -s #
#####################################################
import unittest
from xautodl.datasets.math_core import QuadraticSFunc
from xautodl.datasets.math_core import ConstantFunc
class TestConstantFunc(unittest.TestCase):
"""Test the constant function."""
def test_simple(self):
function = ConstantFunc(0.1)
for i in range(100):
assert function(i) == 0.1
class TestQuadraticSFunc(unittest.TestCase):
"""Test the quadratic function."""
def test_simple(self):
function = QuadraticSFunc([[0, 1], [0.5, 4], [1, 1]])
print(function)
for x in (0, 0.5, 1):
print("f({:})={:}".format(x, function(x)))
thresh = 0.2
self.assertTrue(abs(function(0) - 1) < thresh)
self.assertTrue(abs(function(0.5) - 4) < thresh)
self.assertTrue(abs(function(1) - 1) < thresh)

6
tests/test_synthetic_env.py
View File

@ -5,7 +5,7 @@
#####################################################
import unittest
from xautodl.datasets.math_core import ConstantFunc, ComposedSinFunc
from xautodl.datasets.math_core import ConstantFunc, ComposedSinSFunc
from xautodl.datasets.synthetic_core import SyntheticDEnv
@ -13,7 +13,7 @@ class TestSynethicEnv(unittest.TestCase):
"""Test the synethtic environment."""
def test_simple(self):
mean_generator = ComposedSinFunc(constant=0.1)
mean_generator = ConstantFunc(constant=0.1)
std_generator = ConstantFunc(constant=0.5)
dataset = SyntheticDEnv([mean_generator], [[std_generator]], num_per_task=5000)
print(dataset)
@ -21,7 +21,7 @@ class TestSynethicEnv(unittest.TestCase):
self.assertEqual(tau.shape, (5000, 1))
def test_length(self):
mean_generator = ComposedSinFunc(constant=0.1)
mean_generator = ComposedSinSFunc({0: 1, 1: 1, 2: 3})
std_generator = ConstantFunc(constant=0.5)
dataset = SyntheticDEnv([mean_generator], [[std_generator]], num_per_task=5000)
self.assertEqual(len(dataset), 100)