diff options
| -rw-r--r-- | ot/bregman.py | 7 |
1 files changed, 6 insertions, 1 deletions
diff --git a/ot/bregman.py b/ot/bregman.py index 6e446a1..05f7c75 100644 --- a/ot/bregman.py +++ b/ot/bregman.py @@ -520,7 +520,7 @@ def greenkhorn(a, b, M, reg, numItermax=10000, stopThr=1e-9, verbose=False, log= log['u'] = u log['v'] = v - while i < numItermax and stopThr_val > stopThr: + for i in range(numItermax): i += 1 i_1 = np.argmax(np.abs(viol)) i_2 = np.argmax(np.abs(viol_2)) @@ -547,6 +547,11 @@ def greenkhorn(a, b, M, reg, numItermax=10000, stopThr=1e-9, verbose=False, log= #print('b',np.max(abs(aviol -viol)),np.max(abs(aviol_2 - viol_2))) + if stopThr_val <= stopThr: + break + else: + print('Warning: Algorithm did not converge') + if log: log['u'] = u log['v'] = v |