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authorNicolas Courty <ncourty@irisa.fr>2020-04-23 13:03:28 +0200
committerGitHub <noreply@github.com>2020-04-23 13:03:28 +0200
commitef12867f1425ee86b3cfddef4287b52d46114e83 (patch)
tree38e023c5561b1669f4d8e602feb6728f51e1b359 /test
parentbacb0b992aa4e1ba7e5fd0beb0bf9617c801f833 (diff)
[WIP] Issue with sparse emd and adding tests on macos (#158)
* First commit-warning removal * remove dense feature * pep8 * pep8 * EMD.h * pep8 again * tic toc tolerance Co-authored-by: RĂ©mi Flamary <remi.flamary@gmail.com>
Diffstat (limited to 'test')
-rw-r--r--test/test_ot.py26
-rw-r--r--test/test_utils.py4
2 files changed, 2 insertions, 28 deletions
diff --git a/test/test_ot.py b/test/test_ot.py
index 0f1357f..b7306f6 100644
--- a/test/test_ot.py
+++ b/test/test_ot.py
@@ -170,27 +170,6 @@ def test_emd_empty():
np.testing.assert_allclose(w, 0)
-def test_emd_sparse():
- n = 100
- rng = np.random.RandomState(0)
-
- x = rng.randn(n, 2)
- x2 = rng.randn(n, 2)
-
- M = ot.dist(x, x2)
-
- G = ot.emd([], [], M, dense=True)
-
- Gs = ot.emd([], [], M, dense=False)
-
- ws = ot.emd2([], [], M, dense=False)
-
- # check G is the same
- np.testing.assert_allclose(G, Gs.todense())
- # check value
- np.testing.assert_allclose(Gs.multiply(M).sum(), ws, rtol=1e-6)
-
-
def test_emd2_multi():
n = 500 # nb bins
@@ -222,12 +201,7 @@ def test_emd2_multi():
emdn = ot.emd2(a, b, M)
ot.toc('multi proc : {} s')
- ot.tic()
- emdn2 = ot.emd2(a, b, M, dense=False)
- ot.toc('multi proc : {} s')
-
np.testing.assert_allclose(emd1, emdn)
- np.testing.assert_allclose(emd1, emdn2, rtol=1e-6)
# emd loss multipro proc with log
ot.tic()
diff --git a/test/test_utils.py b/test/test_utils.py
index 640598d..db9cda6 100644
--- a/test/test_utils.py
+++ b/test/test_utils.py
@@ -36,10 +36,10 @@ def test_tic_toc():
t2 = ot.toq()
# test timing
- np.testing.assert_allclose(0.5, t, rtol=1e-2, atol=1e-2)
+ np.testing.assert_allclose(0.5, t, rtol=1e-1, atol=1e-1)
# test toc vs toq
- np.testing.assert_allclose(t, t2, rtol=1e-2, atol=1e-2)
+ np.testing.assert_allclose(t, t2, rtol=1e-1, atol=1e-1)
def test_kernel():