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dtcr's Issues

program will suddenly stuck

After training to a certain epoch, the program is stuck without any output.
Forexample，when I train for dataset 'Beef', it will stuck at epoch 175，moreover，the RI doesn't change from the beginning.

update F matrix in k-means loss, epoch: 160.
RI: train: 0.6091954022988506   test:0.5724137931034483
loss: 0.9954168200492859, l_recons: 0.22520238161087036, l_cls: 0.6259787678718567, l_kmeans: 0.14423568546772003, epoch: 161
loss: 1.044954776763916, l_recons: 0.27587103843688965, l_cls: 0.6256064176559448, l_kmeans: 0.14347732067108154, epoch: 162
loss: 0.998985767364502, l_recons: 0.23104754090309143, l_cls: 0.6252334713935852, l_kmeans: 0.14270472526550293, epoch: 163
loss: 0.9973672032356262, l_recons: 0.23056352138519287, l_cls: 0.6248743534088135, l_kmeans: 0.14192931354045868, epoch: 164
loss: 0.9958614110946655, l_recons: 0.23019659519195557, l_cls: 0.6244871616363525, l_kmeans: 0.14117762446403503, epoch: 165
RI: train: 0.6091954022988506   test:0.5724137931034483
loss: 0.9945715665817261, l_recons: 0.2300342172384262, l_cls: 0.6240988373756409, l_kmeans: 0.14043846726417542, epoch: 166
loss: 0.993462860584259, l_recons: 0.23004977405071259, l_cls: 0.6237154006958008, l_kmeans: 0.13969765603542328, epoch: 167
loss: 0.9924675822257996, l_recons: 0.23015378415584564, l_cls: 0.6233416795730591, l_kmeans: 0.13897211849689484, epoch: 168
loss: 0.9914587736129761, l_recons: 0.23025156557559967, l_cls: 0.6229473948478699, l_kmeans: 0.13825981318950653, epoch: 169
loss: 0.9903848171234131, l_recons: 0.23028254508972168, l_cls: 0.6225518584251404, l_kmeans: 0.1375504434108734, epoch: 170
update F matrix in k-means loss, epoch: 170.
RI: train: 0.6091954022988506   test:0.5724137931034483
loss: 0.9892362356185913, l_recons: 0.23023679852485657, l_cls: 0.6221611499786377, l_kmeans: 0.13683833181858063, epoch: 171
loss: 0.9880603551864624, l_recons: 0.23014621436595917, l_cls: 0.6217778921127319, l_kmeans: 0.1361362338066101, epoch: 172
loss: 0.9868771433830261, l_recons: 0.230058491230011, l_cls: 0.6213670372962952, l_kmeans: 0.13545162975788116, epoch: 173
loss: 0.9857420325279236, l_recons: 0.23001040518283844, l_cls: 0.6209614872932434, l_kmeans: 0.13477016985416412, epoch: 174
loss: 0.9846595525741577, l_recons: 0.23001253604888916, l_cls: 0.6205600500106812, l_kmeans: 0.1340869665145874, epoch: 175
RI: train: 0.6091954022988506   test:0.5724137931034483

RI doesnt change as loss decrease.

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