From 2bc41ad8bb54c76bade6db2c0e04fa387ff29500 Mon Sep 17 00:00:00 2001 From: Rémi Flamary Date: Wed, 26 Jul 2017 11:48:13 +0200 Subject: rng gpu --- test/test_gpu.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) (limited to 'test/test_gpu.py') diff --git a/test/test_gpu.py b/test/test_gpu.py index 7ae159b..98f59f7 100644 --- a/test/test_gpu.py +++ b/test/test_gpu.py @@ -14,7 +14,7 @@ except ImportError: @pytest.mark.skipif(nogpu, reason="No GPU available") def test_gpu_sinkhorn(): - np.random.seed(0) + rng = np.random.RandomState(0) def describe_res(r): print("min:{:.3E}, max::{:.3E}, mean::{:.3E}, std::{:.3E}".format( @@ -22,8 +22,8 @@ def test_gpu_sinkhorn(): for n_samples in [50, 100, 500, 1000]: print(n_samples) - a = np.random.rand(n_samples // 4, 100) - b = np.random.rand(n_samples, 100) + a = rng.rand(n_samples // 4, 100) + b = rng.rand(n_samples, 100) time1 = time.time() transport = ot.da.OTDA_sinkhorn() transport.fit(a, b) @@ -43,7 +43,8 @@ def test_gpu_sinkhorn(): @pytest.mark.skipif(nogpu, reason="No GPU available") def test_gpu_sinkhorn_lpl1(): - np.random.seed(0) + + rng = np.random.RandomState(0) def describe_res(r): print("min:{:.3E}, max:{:.3E}, mean:{:.3E}, std:{:.3E}" @@ -51,9 +52,9 @@ def test_gpu_sinkhorn_lpl1(): for n_samples in [50, 100, 500]: print(n_samples) - a = np.random.rand(n_samples // 4, 100) + a = rng.rand(n_samples // 4, 100) labels_a = np.random.randint(10, size=(n_samples // 4)) - b = np.random.rand(n_samples, 100) + b = rng.rand(n_samples, 100) time1 = time.time() transport = ot.da.OTDA_lpl1() transport.fit(a, labels_a, b) -- cgit v1.2.3