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=== omit-size-BOUND0.997 (N=256, chance=0.0039)
grampa (current) raw=0.0169 refined=0.0443 (0.0s)
umeyama raw=0.0052 refined=0.0143 (0.0s)
gromov-wasserstein raw=0.0182 refined=0.0221 (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 annealed raw=0.0078 refined=0.0339 (27.1s)
BAPG GW raw=0.0130 refined=0.0117 (1.9s)
=== rank8-BOUND0.93 (N=256, chance=0.0039)
grampa (current) raw=0.0456 refined=0.0755 (0.0s)
umeyama raw=0.0195 refined=0.0156 (0.0s)
gromov-wasserstein raw=0.8242 refined=0.8815 (0.0s)
entropic GW annealed raw=0.8867 refined=0.8867 (19.0s)
BAPG GW raw=0.1055 refined=0.2331 (1.9s)
=== synth-full-BOUND0.99 (N=256, chance=0.0039)
grampa (current) raw=0.5378 refined=0.8841 (0.0s)
umeyama raw=0.0234 refined=0.5404 (0.0s)
gromov-wasserstein raw=0.3698 refined=0.3971 (0.1s)
entropic GW annealed raw=0.9609 refined=0.9609 (3.7s)
BAPG GW raw=0.2852 refined=0.4180 (1.8s)
=== natural-BOUND0.29 (N=256, chance=0.0039)
grampa (current) raw=0.0078 refined=0.0273 (0.0s)
umeyama raw=0.0234 refined=0.0430 (0.0s)
gromov-wasserstein raw=0.0000 refined=0.0000 (0.1s)
entropic GW annealed raw=0.0078 refined=0.0052 (18.4s)
BAPG GW raw=0.0000 refined=0.0104 (1.9s)
{"done": true}
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