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| author | MathieuCarriere <mathieu.carriere3@gmail.com> | 2020-08-03 12:05:38 -0400 |
|---|---|---|
| committer | Marc Glisse <marc.glisse@inria.fr> | 2020-08-04 12:42:55 +0200 |
| commit | e36fa6c9511c387447ef77e062e26671505212a2 (patch) | |
| tree | ef14a625efcf0a4592e1925852f9df2cf4f1f7af | |
| parent | 51081053fe2fddd518303b6521a61dc7fbdab4a8 (diff) | |
fix wasserstein autodiff
| -rw-r--r-- | src/python/gudhi/wasserstein/wasserstein.py | 4 |
1 files changed, 2 insertions, 2 deletions
diff --git a/src/python/gudhi/wasserstein/wasserstein.py b/src/python/gudhi/wasserstein/wasserstein.py index b37d30bb..fe001c37 100644 --- a/src/python/gudhi/wasserstein/wasserstein.py +++ b/src/python/gudhi/wasserstein/wasserstein.py @@ -165,9 +165,9 @@ def wasserstein_distance(X, Y, matching=False, order=1., internal_p=np.inf, enab # empty arrays are not handled properly by the helpers, so we avoid calling them if len(pairs_X_Y): dists.append((Y_orig[pairs_X_Y[:, 1]] - X_orig[pairs_X_Y[:, 0]]).norms.lp(internal_p, axis=-1).norms.lp(order)) - if len(pairs_X_diag): + if len(pairs_X_diag[0]): dists.append(_perstot_autodiff(X_orig[pairs_X_diag], order, internal_p)) - if len(pairs_Y_diag): + if len(pairs_Y_diag[0]): dists.append(_perstot_autodiff(Y_orig[pairs_Y_diag], order, internal_p)) dists = [dist.reshape(1) for dist in dists] return ep.concatenate(dists).norms.lp(order).raw |