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added .to(self.device) - bug fixed for SLIMElastic #1745

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@giuspillo giuspillo commented Apr 21, 2023

With this changes, I solved a bug related to the model SLIMElastic; I found issues related to the instruction with torch.cat() in this file, the tensor seemed to be partially on the GPU and partially on the CPU. This solved.

Moreover, this source code includes the fix for the bug reported in this issue.

if self.register.need("data.count_users"):
self.data_struct.set("data.count_users", train_data.dataset.user_counter)
self.data_struct.set("data.count_items", train_data._dataset.user_counter)
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Maybe line 94 is self.data_struct.set("data.count_users", train_data._dataset.user_counter), since need("data.count_users").

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It is probably correct, but in the version I downloaded by using pip install recbole==1.1.1 dgl
line 94 is
self.data_struct.set("data.count_items", train_data.dataset.user_counter)

I also checked the source code on my personal laptop and I can confirm that.

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@giuspillo Yes, it is indeed an existing Typo, but we also hope that you can change it together so that we don't have to open a new PR to fix this issue. Thanks very much for your support and enhancement to RecBole!

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Line 94 fixed and committed :)

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