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Fixes TypeError when running on GPU #37

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Fixes TypeError when running on GPU #37

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4 changes: 2 additions & 2 deletions pytorch_influence_functions/calc_influence_function.py
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Original file line number Diff line number Diff line change
Expand Up @@ -269,7 +269,7 @@ def calc_influence_function(train_dataset_size, grad_z_vecs=None,
# There is one grad_z per training data sample
###################################
]) / train_dataset_size
influences.append(tmp_influence)
influences.append(tmp_influence.cpu())
display_progress("Calc. influence function: ", i, train_dataset_size)

harmful = np.argsort(influences)
Expand Down Expand Up @@ -340,7 +340,7 @@ def calc_influence_single(model, train_loader, test_loader, test_id_num, gpu,
torch.sum(k * j).data
for k, j in zip(grad_z_vec, s_test_vec)
]) / train_dataset_size
influences.append(tmp_influence)
influences.append(tmp_influence.cpu())
display_progress("Calc. influence function: ", i, train_dataset_size)

harmful = np.argsort(influences)
Expand Down