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Well thought, I actually built the GPU version just yesterday (the whole cmake procedure and vs files) so I believe I tested initially on CPU (when I found the 50gb...

Hi @GODqinbin, @zeyiwen I tried to reduce the `max_mem_size` (to 10.000) as suggested but unfortunately I still get the same error. I also tried to reduce number of cores used...

Hi @GODqinbin, @zeyiwen. So I removed the pip package (`pip uninstall thundersvm`) and cleaned the build from visual studio. Then I reinstalled only the python wheel and ran some test....

Hi @GODqinbin, Unfortunately I can't share the dataset but I'll try to replicate it and if the error persist I will share the synthetic replica. I will try solution 2....

Hi @GODqinbin , I removed the pip installation and now I am only running from the vs built. I replicated the dataset as follows and the problem still persists. ```...