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TypeError: torch.index_select received an invalid combination of arguments - got (torch.FloatTensor, int, torch.cuda.LongTensor), but expected (torch.FloatTensor source, int dim, torch.LongTensor index) about basic_model_scratch HOT 3 CLOSED

anhquan0412 avatar anhquan0412 commented on July 18, 2024
TypeError: torch.index_select received an invalid combination of arguments - got (torch.FloatTensor, int, torch.cuda.LongTensor), but expected (torch.FloatTensor source, int dim, torch.LongTensor index)

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Comments (3)

anhquan0412 avatar anhquan0412 commented on July 18, 2024 1

Hi,
The error is because some part of my notebook is not run on a GPU machine so I removed the 'cuda' function. Since you run it on GPU you should add .cuda() to the model to put the model on GPU, i.e in this case it will be

em_model = EmbeddingMult(n_factors,cf.n_users,cf.n_items).cuda()
model = CollabFilterModel(em_model)
learner = CollabFilterLearner(cf.get_data(val_idxs,bs),model,opt_fn=optim.Adam)
learner.fit(1e-2, 3, wds=1e-4, cycle_len=1,cycle_mult=2)

Let me know if it helps!

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eoc1991 avatar eoc1991 commented on July 18, 2024

It works, thank you very much. :)

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anhquan0412 avatar anhquan0412 commented on July 18, 2024

No problem. Glad to help!

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