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+=== omit-size-BOUND0.997 (N=256, chance=0.0039)
+ GW x12 restarts raw=0.0182 refined=0.0221 (0.1s)
+ GW kl-loss raw=0.0000 refined=0.0000 (0.1s)
+/home/yurenh2/.local/lib/python3.13/site-packages/ot/bregman/_sinkhorn.py:666: UserWarning: Sinkhorn did not converge. You might want to increase the number of iterations `numItermax` or the regularization parameter `reg`.
+ warnings.warn(
+/home/yurenh2/.local/lib/python3.13/site-packages/ot/bregman/_sinkhorn.py:630: RuntimeWarning: divide by zero encountered in divide
+ v = b / KtransposeU
+/home/yurenh2/.local/lib/python3.13/site-packages/ot/bregman/_sinkhorn.py:630: RuntimeWarning: overflow encountered in divide
+ v = b / KtransposeU
+/home/yurenh2/.local/lib/python3.13/site-packages/ot/backend.py:1197: RuntimeWarning: invalid value encountered in dot
+ return np.dot(a, b)
+/home/yurenh2/.local/lib/python3.13/site-packages/ot/bregman/_sinkhorn.py:642: UserWarning: Warning: numerical errors at iteration 0
+ warnings.warn("Warning: numerical errors at iteration %d" % ii)
+/home/yurenh2/.local/lib/python3.13/site-packages/ot/gromov/_bregman.py:245: UserWarning: Solver failed to produce a transport plan. You might want to increase the regularization parameter `epsilon`.
+ warnings.warn(
+ entropic GW deep anneal raw=0.0078 refined=0.0339 (53.1s)
+ semirelaxed GW raw=0.0039 refined=0.0130 (0.1s)
+
+=== rank8-BOUND0.93 (N=256, chance=0.0039)
+ GW x12 restarts raw=0.8242 refined=0.8815 (0.1s)
+ GW kl-loss raw=0.2161 refined=0.2513 (0.1s)
+/home/yurenh2/.local/lib/python3.13/site-packages/ot/bregman/_sinkhorn.py:642: UserWarning: Warning: numerical errors at iteration 24
+ warnings.warn("Warning: numerical errors at iteration %d" % ii)