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a/pytorch_geometric-2.3.0/test/nn/conv/test_feast_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_feast_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_feast_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_feast_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_film_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_film_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_film_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_film_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_fused_gat_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_fused_gat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_fused_gat_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_fused_gat_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_gat_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_gat_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_gat_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_gated_graph_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gated_graph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_gated_graph_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_gated_graph_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_gatv2_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gatv2_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_gatv2_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_gatv2_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_gcn2_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gcn2_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_gcn2_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_gcn2_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_gcn_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gcn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_gcn_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_gcn_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_gen_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gen_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_gen_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_gen_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_general_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_general_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_general_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_general_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_gin_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gin_conv.py similarity index 100% rename from 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a/pytorch_geometric-2.3.0/test/nn/conv/test_gravnet_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_gravnet_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_gravnet_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_gravnet_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_han_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_han_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_han_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_han_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_heat_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_heat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_heat_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_heat_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_hetero_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_hetero_conv.py similarity index 100% rename from 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a/pytorch_geometric-2.3.0/test/nn/conv/test_lg_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_lg_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_lg_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_lg_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_message_passing.py b/pytorch_geometric-2.3.1/test/nn/conv/test_message_passing.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_message_passing.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_message_passing.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_mf_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_mf_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_mf_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_mf_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_nn_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_nn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_nn_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_nn_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_pan_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_pan_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_pan_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_pan_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_pdn_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_pdn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_pdn_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_pdn_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_pna_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_pna_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_pna_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_pna_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_point_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_point_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_point_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_point_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_point_gnn_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_point_gnn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_point_gnn_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_point_gnn_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_point_transformer_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_point_transformer_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_point_transformer_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_point_transformer_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_ppf_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_ppf_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_ppf_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_ppf_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_res_gated_graph_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_res_gated_graph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_res_gated_graph_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_res_gated_graph_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_rgat_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_rgat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_rgat_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_rgat_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_rgcn_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_rgcn_conv.py similarity index 100% rename from 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a/pytorch_geometric-2.3.0/test/nn/conv/test_simple_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_simple_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_simple_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_simple_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_spline_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_spline_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_spline_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_spline_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_ssg_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_ssg_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_ssg_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_ssg_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_static_graph.py b/pytorch_geometric-2.3.1/test/nn/conv/test_static_graph.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_static_graph.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_static_graph.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_supergat_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_supergat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_supergat_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_supergat_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_tag_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_tag_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_tag_conv.py rename to pytorch_geometric-2.3.1/test/nn/conv/test_tag_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/conv/test_transformer_conv.py b/pytorch_geometric-2.3.1/test/nn/conv/test_transformer_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/test_transformer_conv.py rename to 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b/pytorch_geometric-2.3.1/test/nn/conv/utils/test_gnn_cheatsheet.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/conv/utils/test_gnn_cheatsheet.py rename to pytorch_geometric-2.3.1/test/nn/conv/utils/test_gnn_cheatsheet.py diff --git a/pytorch_geometric-2.3.0/test/nn/dense/test_dense_gat_conv.py b/pytorch_geometric-2.3.1/test/nn/dense/test_dense_gat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/dense/test_dense_gat_conv.py rename to pytorch_geometric-2.3.1/test/nn/dense/test_dense_gat_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/dense/test_dense_gcn_conv.py b/pytorch_geometric-2.3.1/test/nn/dense/test_dense_gcn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/dense/test_dense_gcn_conv.py rename to pytorch_geometric-2.3.1/test/nn/dense/test_dense_gcn_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/dense/test_dense_gin_conv.py b/pytorch_geometric-2.3.1/test/nn/dense/test_dense_gin_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/dense/test_dense_gin_conv.py rename to pytorch_geometric-2.3.1/test/nn/dense/test_dense_gin_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/dense/test_dense_graph_conv.py b/pytorch_geometric-2.3.1/test/nn/dense/test_dense_graph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/dense/test_dense_graph_conv.py rename to pytorch_geometric-2.3.1/test/nn/dense/test_dense_graph_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/dense/test_dense_sage_conv.py b/pytorch_geometric-2.3.1/test/nn/dense/test_dense_sage_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/dense/test_dense_sage_conv.py rename to pytorch_geometric-2.3.1/test/nn/dense/test_dense_sage_conv.py diff --git a/pytorch_geometric-2.3.0/test/nn/dense/test_diff_pool.py b/pytorch_geometric-2.3.1/test/nn/dense/test_diff_pool.py similarity index 100% rename from pytorch_geometric-2.3.0/test/nn/dense/test_diff_pool.py rename to 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diff --git a/pytorch_geometric-2.3.0/test/transforms/test_largest_connected_components.py b/pytorch_geometric-2.3.1/test/transforms/test_largest_connected_components.py similarity index 100% rename from pytorch_geometric-2.3.0/test/transforms/test_largest_connected_components.py rename to pytorch_geometric-2.3.1/test/transforms/test_largest_connected_components.py diff --git a/pytorch_geometric-2.3.0/test/transforms/test_line_graph.py b/pytorch_geometric-2.3.1/test/transforms/test_line_graph.py similarity index 100% rename from pytorch_geometric-2.3.0/test/transforms/test_line_graph.py rename to pytorch_geometric-2.3.1/test/transforms/test_line_graph.py diff --git a/pytorch_geometric-2.3.0/test/transforms/test_linear_transformation.py b/pytorch_geometric-2.3.1/test/transforms/test_linear_transformation.py similarity index 100% rename from pytorch_geometric-2.3.0/test/transforms/test_linear_transformation.py rename to pytorch_geometric-2.3.1/test/transforms/test_linear_transformation.py diff --git a/pytorch_geometric-2.3.0/test/transforms/test_local_cartesian.py b/pytorch_geometric-2.3.1/test/transforms/test_local_cartesian.py similarity index 100% rename from pytorch_geometric-2.3.0/test/transforms/test_local_cartesian.py rename to pytorch_geometric-2.3.1/test/transforms/test_local_cartesian.py diff --git a/pytorch_geometric-2.3.0/test/transforms/test_local_degree_profile.py b/pytorch_geometric-2.3.1/test/transforms/test_local_degree_profile.py similarity index 100% rename from pytorch_geometric-2.3.0/test/transforms/test_local_degree_profile.py rename to pytorch_geometric-2.3.1/test/transforms/test_local_degree_profile.py diff --git a/pytorch_geometric-2.3.0/test/transforms/test_mask_transform.py b/pytorch_geometric-2.3.1/test/transforms/test_mask_transform.py similarity index 100% rename from pytorch_geometric-2.3.0/test/transforms/test_mask_transform.py rename to pytorch_geometric-2.3.1/test/transforms/test_mask_transform.py diff --git 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diff --git a/pytorch_geometric-2.3.0/test/utils/test_get_laplacian.py b/pytorch_geometric-2.3.1/test/utils/test_get_laplacian.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_get_laplacian.py rename to pytorch_geometric-2.3.1/test/utils/test_get_laplacian.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_get_mesh_laplacian.py b/pytorch_geometric-2.3.1/test/utils/test_get_mesh_laplacian.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_get_mesh_laplacian.py rename to pytorch_geometric-2.3.1/test/utils/test_get_mesh_laplacian.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_grid.py b/pytorch_geometric-2.3.1/test/utils/test_grid.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_grid.py rename to pytorch_geometric-2.3.1/test/utils/test_grid.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_homophily.py b/pytorch_geometric-2.3.1/test/utils/test_homophily.py similarity index 100% rename from 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pytorch_geometric-2.3.1/test/utils/test_num_nodes.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_one_hot.py b/pytorch_geometric-2.3.1/test/utils/test_one_hot.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_one_hot.py rename to pytorch_geometric-2.3.1/test/utils/test_one_hot.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_random.py b/pytorch_geometric-2.3.1/test/utils/test_random.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_random.py rename to pytorch_geometric-2.3.1/test/utils/test_random.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_repeat.py b/pytorch_geometric-2.3.1/test/utils/test_repeat.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_repeat.py rename to pytorch_geometric-2.3.1/test/utils/test_repeat.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_scatter.py b/pytorch_geometric-2.3.1/test/utils/test_scatter.py similarity index 100% rename from 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pytorch_geometric-2.3.1/test/utils/test_spmm.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_subgraph.py b/pytorch_geometric-2.3.1/test/utils/test_subgraph.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_subgraph.py rename to pytorch_geometric-2.3.1/test/utils/test_subgraph.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_to_dense_adj.py b/pytorch_geometric-2.3.1/test/utils/test_to_dense_adj.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_to_dense_adj.py rename to pytorch_geometric-2.3.1/test/utils/test_to_dense_adj.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_to_dense_batch.py b/pytorch_geometric-2.3.1/test/utils/test_to_dense_batch.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_to_dense_batch.py rename to pytorch_geometric-2.3.1/test/utils/test_to_dense_batch.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_train_test_split_edges.py b/pytorch_geometric-2.3.1/test/utils/test_train_test_split_edges.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_train_test_split_edges.py rename to pytorch_geometric-2.3.1/test/utils/test_train_test_split_edges.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_trim_to_layer.py b/pytorch_geometric-2.3.1/test/utils/test_trim_to_layer.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_trim_to_layer.py rename to pytorch_geometric-2.3.1/test/utils/test_trim_to_layer.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_unbatch.py b/pytorch_geometric-2.3.1/test/utils/test_unbatch.py similarity index 100% rename from pytorch_geometric-2.3.0/test/utils/test_unbatch.py rename to pytorch_geometric-2.3.1/test/utils/test_unbatch.py diff --git a/pytorch_geometric-2.3.0/test/utils/test_undirected.py b/pytorch_geometric-2.3.1/test/utils/test_undirected.py similarity index 100% rename from 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pytorch_geometric-2.3.1/torch_geometric/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/compile.py b/pytorch_geometric-2.3.1/torch_geometric/compile.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/compile.py rename to pytorch_geometric-2.3.1/torch_geometric/compile.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/datasets/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/datasets/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/datasets/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/datasets/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/explain/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/explain/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/explain/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/explain/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/explain/graphmask_explainer.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/explain/graphmask_explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/explain/graphmask_explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/explain/graphmask_explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/explain/pgm_explainer.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/explain/pgm_explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/explain/pgm_explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/explain/pgm_explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/nn/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/nn/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/nn/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/nn/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/nn/conv/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/nn/conv/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/nn/conv/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/nn/conv/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/nn/models/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/nn/models/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/nn/models/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/nn/models/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/nn/models/rbcd_attack.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/nn/models/rbcd_attack.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/nn/models/rbcd_attack.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/nn/models/rbcd_attack.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/contrib/transforms/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/contrib/transforms/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/contrib/transforms/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/contrib/transforms/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/data/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/data/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/batch.py b/pytorch_geometric-2.3.1/torch_geometric/data/batch.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/batch.py rename to pytorch_geometric-2.3.1/torch_geometric/data/batch.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/collate.py b/pytorch_geometric-2.3.1/torch_geometric/data/collate.py similarity index 97% rename from pytorch_geometric-2.3.0/torch_geometric/data/collate.py rename to pytorch_geometric-2.3.1/torch_geometric/data/collate.py index f6473d7..3d76bc1 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/data/collate.py +++ b/pytorch_geometric-2.3.1/torch_geometric/data/collate.py @@ -5,6 +5,7 @@ import torch from torch import Tensor +import torch_geometric.typing from torch_geometric.data.data import BaseData from torch_geometric.data.storage import BaseStorage, NodeStorage from torch_geometric.typing import SparseTensor, torch_sparse @@ -142,7 +143,11 @@ def _collate( if torch.utils.data.get_worker_info() is not None: # Write directly into shared memory to avoid an extra copy: numel = sum(value.numel() for value in values) - storage = elem.storage()._new_shared(numel) + if torch_geometric.typing.WITH_PT2: + storage = elem.untyped_storage()._new_shared( + numel * elem.element_size(), device=elem.device) + else: + storage = elem.storage()._new_shared(numel, device=elem.device) shape = list(elem.size()) if cat_dim is None or elem.dim() == 0: shape = [len(values)] + shape diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/data.py b/pytorch_geometric-2.3.1/torch_geometric/data/data.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/data.py rename to pytorch_geometric-2.3.1/torch_geometric/data/data.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/datapipes.py b/pytorch_geometric-2.3.1/torch_geometric/data/datapipes.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/datapipes.py rename to pytorch_geometric-2.3.1/torch_geometric/data/datapipes.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/dataset.py b/pytorch_geometric-2.3.1/torch_geometric/data/dataset.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/dataset.py rename to pytorch_geometric-2.3.1/torch_geometric/data/dataset.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/download.py b/pytorch_geometric-2.3.1/torch_geometric/data/download.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/download.py rename to pytorch_geometric-2.3.1/torch_geometric/data/download.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/extract.py b/pytorch_geometric-2.3.1/torch_geometric/data/extract.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/extract.py rename to pytorch_geometric-2.3.1/torch_geometric/data/extract.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/feature_store.py b/pytorch_geometric-2.3.1/torch_geometric/data/feature_store.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/feature_store.py rename to pytorch_geometric-2.3.1/torch_geometric/data/feature_store.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/graph_store.py b/pytorch_geometric-2.3.1/torch_geometric/data/graph_store.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/graph_store.py rename to pytorch_geometric-2.3.1/torch_geometric/data/graph_store.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/hetero_data.py b/pytorch_geometric-2.3.1/torch_geometric/data/hetero_data.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/hetero_data.py rename to pytorch_geometric-2.3.1/torch_geometric/data/hetero_data.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/in_memory_dataset.py b/pytorch_geometric-2.3.1/torch_geometric/data/in_memory_dataset.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/in_memory_dataset.py rename to pytorch_geometric-2.3.1/torch_geometric/data/in_memory_dataset.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/lightning/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/data/lightning/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/lightning/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/data/lightning/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/lightning/datamodule.py b/pytorch_geometric-2.3.1/torch_geometric/data/lightning/datamodule.py similarity index 99% rename from pytorch_geometric-2.3.0/torch_geometric/data/lightning/datamodule.py rename to pytorch_geometric-2.3.1/torch_geometric/data/lightning/datamodule.py index bca2e6f..acaadd8 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/data/lightning/datamodule.py +++ b/pytorch_geometric-2.3.1/torch_geometric/data/lightning/datamodule.py @@ -99,7 +99,7 @@ def __init__( if loader == 'full' and kwargs.get('batch_sampler') is not None: warnings.warn("'batch_sampler' option is not supported for " "loader='full'") - kwargs.pop('sampler', None) + kwargs.pop('batch_sampler', None) super().__init__(has_val, has_test, **kwargs) diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/makedirs.py b/pytorch_geometric-2.3.1/torch_geometric/data/makedirs.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/makedirs.py rename to pytorch_geometric-2.3.1/torch_geometric/data/makedirs.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/remote_backend_utils.py b/pytorch_geometric-2.3.1/torch_geometric/data/remote_backend_utils.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/remote_backend_utils.py rename to pytorch_geometric-2.3.1/torch_geometric/data/remote_backend_utils.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/separate.py b/pytorch_geometric-2.3.1/torch_geometric/data/separate.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/separate.py rename to pytorch_geometric-2.3.1/torch_geometric/data/separate.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/storage.py b/pytorch_geometric-2.3.1/torch_geometric/data/storage.py similarity index 99% rename from pytorch_geometric-2.3.0/torch_geometric/data/storage.py rename to pytorch_geometric-2.3.1/torch_geometric/data/storage.py index 148a4aa..41a68c6 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/data/storage.py +++ b/pytorch_geometric-2.3.1/torch_geometric/data/storage.py @@ -26,6 +26,7 @@ from torch_geometric.utils import ( coalesce, contains_isolated_nodes, + is_torch_sparse_tensor, is_undirected, ) @@ -418,6 +419,8 @@ def num_edges(self) -> int: for value in self.values('adj', 'adj_t'): if isinstance(value, SparseTensor): return value.nnz() + elif is_torch_sparse_tensor(value): + return value._nnz() return 0 @property diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/summary.py b/pytorch_geometric-2.3.1/torch_geometric/data/summary.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/summary.py rename to pytorch_geometric-2.3.1/torch_geometric/data/summary.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/temporal.py b/pytorch_geometric-2.3.1/torch_geometric/data/temporal.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/temporal.py rename to pytorch_geometric-2.3.1/torch_geometric/data/temporal.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/data/view.py b/pytorch_geometric-2.3.1/torch_geometric/data/view.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/data/view.py rename to pytorch_geometric-2.3.1/torch_geometric/data/view.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/actor.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/actor.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/actor.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/actor.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/airfrans.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/airfrans.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/airfrans.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/airfrans.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/airports.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/airports.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/airports.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/airports.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/amazon.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/amazon.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/amazon.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/amazon.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/amazon_products.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/amazon_products.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/amazon_products.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/amazon_products.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/aminer.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/aminer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/aminer.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/aminer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/aqsol.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/aqsol.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/aqsol.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/aqsol.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/attributed_graph_dataset.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/attributed_graph_dataset.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/attributed_graph_dataset.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/attributed_graph_dataset.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/ba2motif_dataset.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/ba2motif_dataset.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/ba2motif_dataset.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/ba2motif_dataset.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/ba_multi_shapes.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/ba_multi_shapes.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/ba_multi_shapes.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/ba_multi_shapes.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/ba_shapes.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/ba_shapes.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/ba_shapes.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/ba_shapes.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/bitcoin_otc.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/bitcoin_otc.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/bitcoin_otc.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/bitcoin_otc.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/citation_full.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/citation_full.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/citation_full.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/citation_full.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/coauthor.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/coauthor.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/coauthor.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/coauthor.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/coma.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/coma.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/coma.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/coma.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/dblp.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/dblp.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/dblp.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/dblp.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/dbp15k.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/dbp15k.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/dbp15k.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/dbp15k.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/deezer_europe.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/deezer_europe.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/deezer_europe.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/deezer_europe.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/dgraph.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/dgraph.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/dgraph.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/dgraph.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/dynamic_faust.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/dynamic_faust.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/dynamic_faust.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/dynamic_faust.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/elliptic.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/elliptic.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/elliptic.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/elliptic.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/email_eu_core.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/email_eu_core.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/email_eu_core.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/email_eu_core.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/entities.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/entities.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/entities.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/entities.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/explainer_dataset.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/explainer_dataset.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/explainer_dataset.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/explainer_dataset.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/facebook.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/facebook.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/facebook.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/facebook.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/fake.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/fake.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/fake.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/fake.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/faust.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/faust.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/faust.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/faust.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/flickr.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/flickr.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/flickr.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/flickr.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/freebase.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/freebase.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/freebase.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/freebase.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/gdelt.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/gdelt.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/datasets/gdelt.py rename to pytorch_geometric-2.3.1/torch_geometric/datasets/gdelt.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/datasets/ged_dataset.py b/pytorch_geometric-2.3.1/torch_geometric/datasets/ged_dataset.py similarity index 100% rename from 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a/pytorch_geometric-2.3.0/torch_geometric/explain/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/explain/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/attention_explainer.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/attention_explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/attention_explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/attention_explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/base.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/base.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/base.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/base.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/captum.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/captum.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/captum.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/captum.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/captum_explainer.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/captum_explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/captum_explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/captum_explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/dummy_explainer.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/dummy_explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/dummy_explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/dummy_explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/gnn_explainer.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/gnn_explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/gnn_explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/gnn_explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/pg_explainer.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/pg_explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/pg_explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/pg_explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/utils.py b/pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/utils.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/algorithm/utils.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/algorithm/utils.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/config.py b/pytorch_geometric-2.3.1/torch_geometric/explain/config.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/config.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/config.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/explainer.py b/pytorch_geometric-2.3.1/torch_geometric/explain/explainer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/explainer.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/explainer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/explanation.py b/pytorch_geometric-2.3.1/torch_geometric/explain/explanation.py similarity index 99% rename from pytorch_geometric-2.3.0/torch_geometric/explain/explanation.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/explanation.py index 67192a8..71fe507 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/explain/explanation.py +++ b/pytorch_geometric-2.3.1/torch_geometric/explain/explanation.py @@ -333,7 +333,7 @@ def _apply_masks( node_mask_dict: Dict[NodeType, Tensor], edge_mask_dict: Dict[EdgeType, Tensor], ) -> 'HeteroExplanation': - out = copy.deepcopy(self) + out = copy.copy(self) for edge_type, edge_mask in edge_mask_dict.items(): for key, value in self[edge_type].items(): diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/metric/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/explain/metric/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/metric/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/metric/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/metric/basic.py b/pytorch_geometric-2.3.1/torch_geometric/explain/metric/basic.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/metric/basic.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/metric/basic.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/metric/faithfulness.py b/pytorch_geometric-2.3.1/torch_geometric/explain/metric/faithfulness.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/metric/faithfulness.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/metric/faithfulness.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/explain/metric/fidelity.py b/pytorch_geometric-2.3.1/torch_geometric/explain/metric/fidelity.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/explain/metric/fidelity.py rename to pytorch_geometric-2.3.1/torch_geometric/explain/metric/fidelity.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/benchmark.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/benchmark.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/benchmark.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/benchmark.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/checkpoint.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/checkpoint.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/checkpoint.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/checkpoint.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/cmd_args.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/cmd_args.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/cmd_args.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/cmd_args.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/config.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/config.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/config.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/config.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/config_store.py 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a/pytorch_geometric-2.3.0/torch_geometric/graphgym/contrib/config/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/contrib/config/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/contrib/config/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/contrib/config/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/contrib/encoder/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/contrib/encoder/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/contrib/encoder/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/contrib/encoder/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/contrib/head/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/contrib/head/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/contrib/head/__init__.py rename to 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diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/models/act.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/models/act.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/models/act.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/models/act.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/models/encoder.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/models/encoder.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/models/encoder.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/models/encoder.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/models/gnn.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/models/gnn.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/models/gnn.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/models/gnn.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/models/head.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/models/head.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/models/head.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/models/head.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/models/layer.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/models/layer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/models/layer.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/models/layer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/models/pooling.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/models/pooling.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/models/pooling.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/models/pooling.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/models/transform.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/models/transform.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/models/transform.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/models/transform.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/optim.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/optim.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/optim.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/optim.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/register.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/register.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/register.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/register.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/train.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/train.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/train.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/train.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/LICENSE b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/LICENSE similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/LICENSE rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/LICENSE diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/agg_runs.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/agg_runs.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/agg_runs.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/agg_runs.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/comp_budget.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/comp_budget.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/comp_budget.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/comp_budget.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/device.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/device.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/device.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/device.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/epoch.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/epoch.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/epoch.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/epoch.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/io.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/io.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/io.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/io.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/plot.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/plot.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/plot.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/plot.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/tools.py b/pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/tools.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/graphgym/utils/tools.py rename to pytorch_geometric-2.3.1/torch_geometric/graphgym/utils/tools.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/home.py b/pytorch_geometric-2.3.1/torch_geometric/home.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/home.py rename to pytorch_geometric-2.3.1/torch_geometric/home.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/io/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/io/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/npz.py b/pytorch_geometric-2.3.1/torch_geometric/io/npz.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/npz.py rename to pytorch_geometric-2.3.1/torch_geometric/io/npz.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/obj.py b/pytorch_geometric-2.3.1/torch_geometric/io/obj.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/obj.py rename to pytorch_geometric-2.3.1/torch_geometric/io/obj.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/off.py b/pytorch_geometric-2.3.1/torch_geometric/io/off.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/off.py rename to pytorch_geometric-2.3.1/torch_geometric/io/off.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/planetoid.py b/pytorch_geometric-2.3.1/torch_geometric/io/planetoid.py similarity index 98% rename from pytorch_geometric-2.3.0/torch_geometric/io/planetoid.py rename to pytorch_geometric-2.3.1/torch_geometric/io/planetoid.py index 2e7338a..ba76766 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/io/planetoid.py +++ b/pytorch_geometric-2.3.1/torch_geometric/io/planetoid.py @@ -103,7 +103,7 @@ def read_file(folder, prefix, name): return out out = out.todense() if hasattr(out, 'todense') else out - out = torch.Tensor(out) + out = torch.from_numpy(out).to(torch.float) return out diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/ply.py b/pytorch_geometric-2.3.1/torch_geometric/io/ply.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/ply.py rename to pytorch_geometric-2.3.1/torch_geometric/io/ply.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/sdf.py b/pytorch_geometric-2.3.1/torch_geometric/io/sdf.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/sdf.py rename to pytorch_geometric-2.3.1/torch_geometric/io/sdf.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/tu.py b/pytorch_geometric-2.3.1/torch_geometric/io/tu.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/tu.py rename to pytorch_geometric-2.3.1/torch_geometric/io/tu.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/io/txt_array.py b/pytorch_geometric-2.3.1/torch_geometric/io/txt_array.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/io/txt_array.py rename to pytorch_geometric-2.3.1/torch_geometric/io/txt_array.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/lazy_loader.py b/pytorch_geometric-2.3.1/torch_geometric/lazy_loader.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/lazy_loader.py rename to pytorch_geometric-2.3.1/torch_geometric/lazy_loader.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/loader/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/base.py b/pytorch_geometric-2.3.1/torch_geometric/loader/base.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/base.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/base.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/cluster.py b/pytorch_geometric-2.3.1/torch_geometric/loader/cluster.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/cluster.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/cluster.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/data_list_loader.py b/pytorch_geometric-2.3.1/torch_geometric/loader/data_list_loader.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/data_list_loader.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/data_list_loader.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/dataloader.py b/pytorch_geometric-2.3.1/torch_geometric/loader/dataloader.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/dataloader.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/dataloader.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/dense_data_loader.py b/pytorch_geometric-2.3.1/torch_geometric/loader/dense_data_loader.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/dense_data_loader.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/dense_data_loader.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/dynamic_batch_sampler.py b/pytorch_geometric-2.3.1/torch_geometric/loader/dynamic_batch_sampler.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/dynamic_batch_sampler.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/dynamic_batch_sampler.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/loader/graph_saint.py b/pytorch_geometric-2.3.1/torch_geometric/loader/graph_saint.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/graph_saint.py rename to 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a/pytorch_geometric-2.3.0/torch_geometric/loader/zip_loader.py b/pytorch_geometric-2.3.1/torch_geometric/loader/zip_loader.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/loader/zip_loader.py rename to pytorch_geometric-2.3.1/torch_geometric/loader/zip_loader.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/logging.py b/pytorch_geometric-2.3.1/torch_geometric/logging.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/logging.py rename to pytorch_geometric-2.3.1/torch_geometric/logging.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/nn/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/__init__.py similarity index 100% rename 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a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/gmt.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/gmt.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/gmt.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/gmt.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/gru.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/gru.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/gru.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/gru.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/lstm.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/lstm.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/lstm.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/lstm.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/mlp.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/mlp.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/mlp.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/mlp.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/multi.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/multi.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/multi.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/multi.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/quantile.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/quantile.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/quantile.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/quantile.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/scaler.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/scaler.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/scaler.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/scaler.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/set2set.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/set2set.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/set2set.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/set2set.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/set_transformer.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/set_transformer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/set_transformer.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/set_transformer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/sort.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/sort.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/sort.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/sort.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/aggr/utils.py b/pytorch_geometric-2.3.1/torch_geometric/nn/aggr/utils.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/aggr/utils.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/aggr/utils.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/agnn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/agnn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/agnn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/agnn_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/antisymmetric_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/antisymmetric_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/antisymmetric_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/antisymmetric_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/appnp.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/appnp.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/appnp.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/appnp.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/arma_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/arma_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/arma_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/arma_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cg_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cg_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cg_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cg_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cheb_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cheb_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cheb_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cheb_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cluster_gcn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cluster_gcn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cluster_gcn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cluster_gcn_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/base.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/base.py similarity index 76% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/base.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/base.py index ba5ec1f..f53b8fc 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/base.py +++ b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/base.py @@ -8,15 +8,26 @@ from torch_geometric.utils.sparse import index2ptr try: # pragma: no cover - from pylibcugraphops import ( - make_fg_csr, - make_fg_csr_hg, - make_mfg_csr, - make_mfg_csr_hg, + LEGACY_MODE = False + from pylibcugraphops.pytorch import ( + SampledCSC, + SampledHeteroCSC, + StaticCSC, + StaticHeteroCSC, ) HAS_PYLIBCUGRAPHOPS = True except ImportError: HAS_PYLIBCUGRAPHOPS = False + try: # pragma: no cover + from pylibcugraphops import ( + make_fg_csr, + make_fg_csr_hg, + make_mfg_csr, + make_mfg_csr_hg, + ) + LEGACY_MODE = True + except ImportError: + pass class CuGraphModule(torch.nn.Module): # pragma: no cover @@ -25,9 +36,9 @@ class CuGraphModule(torch.nn.Module): # pragma: no cover def __init__(self): super().__init__() - if HAS_PYLIBCUGRAPHOPS is False: + if not HAS_PYLIBCUGRAPHOPS and not LEGACY_MODE: raise ModuleNotFoundError(f"'{self.__class__.__name__}' requires " - f"'pylibcugraphops'") + f"'pylibcugraphops>=23.02'") def reset_parameters(self): r"""Resets all learnable parameters of the module.""" @@ -99,12 +110,17 @@ def get_cugraph( if max_num_neighbors is None: max_num_neighbors = int((colptr[1:] - colptr[:-1]).max()) - dst_nodes = torch.arange(colptr.numel() - 1, device=row.device) + if LEGACY_MODE: + dst_nodes = torch.arange(colptr.numel() - 1, device=row.device) + return make_mfg_csr(dst_nodes, colptr, row, max_num_neighbors, + num_src_nodes) + + return SampledCSC(colptr, row, max_num_neighbors, num_src_nodes) - return make_mfg_csr(dst_nodes, colptr, row, max_num_neighbors, - num_src_nodes) + if LEGACY_MODE: + return make_fg_csr(colptr, row) - return make_fg_csr(colptr, row) + return StaticCSC(colptr, row) def get_typed_cugraph( self, @@ -142,17 +158,24 @@ def get_typed_cugraph( if max_num_neighbors is None: max_num_neighbors = int((colptr[1:] - colptr[:-1]).max()) - dst_nodes = torch.arange(colptr.numel() - 1, device=row.device) + if LEGACY_MODE: + dst_nodes = torch.arange(colptr.numel() - 1, device=row.device) + return make_mfg_csr_hg(dst_nodes, colptr, row, + max_num_neighbors, num_src_nodes, + n_node_types=0, + n_edge_types=num_edge_types, + out_node_types=None, in_node_types=None, + edge_types=edge_type) + + return SampledHeteroCSC(colptr, row, edge_type, max_num_neighbors, + num_src_nodes, num_edge_types) - return make_mfg_csr_hg(dst_nodes, colptr, row, max_num_neighbors, - num_src_nodes, n_node_types=0, - n_edge_types=num_edge_types, - out_node_types=None, in_node_types=None, - edge_types=edge_type) + if LEGACY_MODE: + return make_fg_csr_hg(colptr, row, n_node_types=0, + n_edge_types=num_edge_types, node_types=None, + edge_types=edge_type) - return make_fg_csr_hg(colptr, row, n_node_types=0, - n_edge_types=num_edge_types, node_types=None, - edge_types=edge_type) + return StaticHeteroCSC(colptr, row, edge_type, num_edge_types) def forward( self, diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/gat_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/gat_conv.py similarity index 80% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/gat_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/gat_conv.py index dbe11ce..c9e6bec 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/gat_conv.py +++ b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/gat_conv.py @@ -5,10 +5,14 @@ from torch.nn import Linear, Parameter from torch_geometric.nn.conv.cugraph import CuGraphModule +from torch_geometric.nn.conv.cugraph.base import LEGACY_MODE from torch_geometric.nn.inits import zeros try: - from pylibcugraphops.torch.autograd import mha_gat_n2n as GATConvAgg + if LEGACY_MODE: + from pylibcugraphops.torch.autograd import mha_gat_n2n as GATConvAgg + else: + from pylibcugraphops.pytorch.operators import mha_gat_n2n as GATConvAgg except ImportError: pass @@ -67,8 +71,13 @@ def forward( graph = self.get_cugraph(csc, max_num_neighbors) x = self.lin(x) - out = GATConvAgg(x, self.att, graph, self.heads, 'LeakyReLU', - self.negative_slope, False, self.concat) + + if LEGACY_MODE: + out = GATConvAgg(x, self.att, graph, self.heads, 'LeakyReLU', + self.negative_slope, False, self.concat) + else: + out = GATConvAgg(x, self.att, graph, self.heads, 'LeakyReLU', + self.negative_slope, self.concat) if self.bias is not None: out = out + self.bias diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/rgcn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/rgcn_conv.py similarity index 92% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/rgcn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/rgcn_conv.py index ce23172..71fd632 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/rgcn_conv.py +++ b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/rgcn_conv.py @@ -5,11 +5,16 @@ from torch.nn import Parameter from torch_geometric.nn.conv.cugraph import CuGraphModule +from torch_geometric.nn.conv.cugraph.base import LEGACY_MODE from torch_geometric.nn.inits import glorot, zeros try: - from pylibcugraphops.torch.autograd import \ - agg_hg_basis_n2n_post as RGCNConvAgg + if LEGACY_MODE: + from pylibcugraphops.torch.autograd import \ + agg_hg_basis_n2n_post as RGCNConvAgg + else: + from pylibcugraphops.pytorch.operators import \ + agg_hg_basis_n2n_post as RGCNConvAgg except ImportError: pass diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/sage_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/sage_conv.py similarity index 89% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/sage_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/sage_conv.py index 8d85d18..01e9919 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/cugraph/sage_conv.py +++ b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/cugraph/sage_conv.py @@ -5,9 +5,15 @@ from torch.nn import Linear from torch_geometric.nn.conv.cugraph import CuGraphModule +from torch_geometric.nn.conv.cugraph.base import LEGACY_MODE try: - from pylibcugraphops.torch.autograd import agg_concat_n2n as SAGEConvAgg + if LEGACY_MODE: + from pylibcugraphops.torch.autograd import \ + agg_concat_n2n as SAGEConvAgg + else: + from pylibcugraphops.pytorch.operators import \ + agg_concat_n2n as SAGEConvAgg except ImportError: pass diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/dna_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/dna_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/dna_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/dna_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/edge_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/edge_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/edge_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/edge_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/eg_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/eg_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/eg_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/eg_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/fa_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/fa_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/fa_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/fa_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/fast_hgt_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/fast_hgt_conv.py similarity index 99% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/fast_hgt_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/fast_hgt_conv.py index 73223b4..4a4304a 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/fast_hgt_conv.py +++ b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/fast_hgt_conv.py @@ -127,7 +127,7 @@ def _construct_src_node_feat( type_vec = torch.cat(type_list, dim=0) k = self.k_rel(torch.cat(ks, dim=0), type_vec).view(-1, H, D) - v = self.k_rel(torch.cat(vs, dim=0), type_vec).view(-1, H, D) + v = self.v_rel(torch.cat(vs, dim=0), type_vec).view(-1, H, D) return k, v, offset diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/feast_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/feast_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/feast_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/feast_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/film_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/film_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/film_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/film_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/fused_gat_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/fused_gat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/fused_gat_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/fused_gat_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gat_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gat_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gat_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gated_graph_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gated_graph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gated_graph_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gated_graph_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gatv2_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gatv2_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gatv2_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gatv2_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gcn2_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gcn2_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gcn2_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gcn2_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gcn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gcn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gcn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gcn_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gen_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gen_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gen_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gen_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/general_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/general_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/general_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/general_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gin_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gin_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gin_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gin_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gmm_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gmm_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gmm_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gmm_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gps_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gps_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gps_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gps_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/graph_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/graph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/graph_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/graph_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/gravnet_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/gravnet_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/gravnet_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/gravnet_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/han_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/han_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/han_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/han_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/heat_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/heat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/heat_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/heat_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/hetero_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/hetero_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/hetero_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/hetero_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/hgt_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/hgt_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/hgt_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/hgt_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/hypergraph_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/hypergraph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/hypergraph_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/hypergraph_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/le_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/le_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/le_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/le_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/lg_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/lg_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/lg_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/lg_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/message_passing.jinja b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/message_passing.jinja similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/message_passing.jinja rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/message_passing.jinja diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/message_passing.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/message_passing.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/message_passing.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/message_passing.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/mf_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/mf_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/mf_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/mf_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/nn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/nn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/nn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/nn_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/pan_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/pan_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/pan_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/pan_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/pdn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/pdn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/pdn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/pdn_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/pna_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/pna_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/pna_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/pna_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/point_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/point_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/point_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/point_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/point_gnn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/point_gnn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/point_gnn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/point_gnn_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/point_transformer_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/point_transformer_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/point_transformer_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/point_transformer_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/ppf_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/ppf_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/ppf_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/ppf_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/res_gated_graph_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/res_gated_graph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/res_gated_graph_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/res_gated_graph_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/rgat_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/rgat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/rgat_conv.py rename to 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a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/signed_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/signed_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/signed_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/signed_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/simple_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/simple_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/simple_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/simple_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/spline_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/spline_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/spline_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/spline_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/ssg_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/ssg_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/ssg_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/ssg_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/supergat_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/supergat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/supergat_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/supergat_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/tag_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/tag_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/tag_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/tag_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/transformer_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/transformer_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/transformer_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/transformer_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/cheatsheet.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/cheatsheet.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/cheatsheet.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/cheatsheet.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/helpers.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/helpers.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/helpers.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/helpers.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/inspector.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/inspector.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/inspector.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/inspector.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/jit.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/jit.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/jit.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/jit.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/conv/utils/typing.py b/pytorch_geometric-2.3.1/torch_geometric/nn/conv/utils/typing.py similarity index 100% rename from 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rename to pytorch_geometric-2.3.1/torch_geometric/nn/conv/x_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/data_parallel.py b/pytorch_geometric-2.3.1/torch_geometric/nn/data_parallel.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/data_parallel.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/data_parallel.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_gat_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_gat_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_gat_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_gat_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_gcn_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_gcn_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_gcn_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_gcn_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_gin_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_gin_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_gin_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_gin_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_graph_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_graph_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_graph_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_graph_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_sage_conv.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_sage_conv.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/dense_sage_conv.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/dense_sage_conv.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/diff_pool.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/diff_pool.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/diff_pool.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/diff_pool.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/dmon_pool.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/dmon_pool.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/dmon_pool.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/dmon_pool.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/linear.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/linear.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/linear.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/linear.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/dense/mincut_pool.py b/pytorch_geometric-2.3.1/torch_geometric/nn/dense/mincut_pool.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/dense/mincut_pool.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/dense/mincut_pool.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/encoding.py b/pytorch_geometric-2.3.1/torch_geometric/nn/encoding.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/nn/encoding.py rename to pytorch_geometric-2.3.1/torch_geometric/nn/encoding.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/nn/functional/__init__.py 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b/pytorch_geometric-2.3.1/torch_geometric/utils/normalized_cut.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/normalized_cut.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/normalized_cut.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/num_nodes.py b/pytorch_geometric-2.3.1/torch_geometric/utils/num_nodes.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/num_nodes.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/num_nodes.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/one_hot.py b/pytorch_geometric-2.3.1/torch_geometric/utils/one_hot.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/one_hot.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/one_hot.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/random.py b/pytorch_geometric-2.3.1/torch_geometric/utils/random.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/random.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/random.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/repeat.py b/pytorch_geometric-2.3.1/torch_geometric/utils/repeat.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/repeat.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/repeat.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/scatter.py b/pytorch_geometric-2.3.1/torch_geometric/utils/scatter.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/scatter.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/scatter.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/segment.py b/pytorch_geometric-2.3.1/torch_geometric/utils/segment.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/segment.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/segment.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/select.py b/pytorch_geometric-2.3.1/torch_geometric/utils/select.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/select.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/select.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/smiles.py b/pytorch_geometric-2.3.1/torch_geometric/utils/smiles.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/smiles.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/smiles.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/softmax.py b/pytorch_geometric-2.3.1/torch_geometric/utils/softmax.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/softmax.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/softmax.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/sort.py b/pytorch_geometric-2.3.1/torch_geometric/utils/sort.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/sort.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/sort.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/sort_edge_index.py b/pytorch_geometric-2.3.1/torch_geometric/utils/sort_edge_index.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/sort_edge_index.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/sort_edge_index.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/sparse.py b/pytorch_geometric-2.3.1/torch_geometric/utils/sparse.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/sparse.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/sparse.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/spmm.py b/pytorch_geometric-2.3.1/torch_geometric/utils/spmm.py similarity index 96% rename from pytorch_geometric-2.3.0/torch_geometric/utils/spmm.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/spmm.py index fc83a34..e2755d8 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/utils/spmm.py +++ b/pytorch_geometric-2.3.1/torch_geometric/utils/spmm.py @@ -121,8 +121,9 @@ def spmm(src: Adj, other: Tensor, reduce: str = "sum") -> Tensor: else: assert src.layout == torch.sparse_coo src = src.coalesce() - deg = scatter(torch.ones_like(src.values()), src.indices(), dim=0, - dim_size=src.size(0), reduce='sum') + deg = scatter(torch.ones_like(src.values()), + src.indices()[0], dim=0, dim_size=src.size(0), + reduce='sum') return torch.sparse.mm(src, other) / deg.view(-1, 1).clamp_(min=1) diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/subgraph.py b/pytorch_geometric-2.3.1/torch_geometric/utils/subgraph.py similarity index 93% rename from pytorch_geometric-2.3.0/torch_geometric/utils/subgraph.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/subgraph.py index b20a645..490e53a 100644 --- a/pytorch_geometric-2.3.0/torch_geometric/utils/subgraph.py +++ b/pytorch_geometric-2.3.1/torch_geometric/utils/subgraph.py @@ -87,13 +87,13 @@ def subgraph( if isinstance(subset, (list, tuple)): subset = torch.tensor(subset, dtype=torch.long, device=device) - if subset.dtype == torch.bool or subset.dtype == torch.uint8: - num_nodes = subset.size(0) - else: + if subset.dtype != torch.bool: num_nodes = maybe_num_nodes(edge_index, num_nodes) - subset = index_to_mask(subset, size=num_nodes) + node_mask = index_to_mask(subset, size=num_nodes) + else: + num_nodes = subset.size(0) + node_mask = subset - node_mask = subset edge_mask = node_mask[edge_index[0]] & node_mask[edge_index[1]] edge_index = edge_index[:, edge_mask] edge_attr = edge_attr[edge_mask] if edge_attr is not None else None @@ -101,7 +101,7 @@ def subgraph( if relabel_nodes: node_idx = torch.zeros(node_mask.size(0), dtype=torch.long, device=device) - node_idx[subset] = torch.arange(subset.sum().item(), device=device) + node_idx[subset] = torch.arange(node_mask.sum().item(), device=device) edge_index = node_idx[edge_index] if return_edge_mask: @@ -168,22 +168,28 @@ def bipartite_subgraph( if src_subset.dtype != torch.bool: src_size = int(edge_index[0].max()) + 1 if size is None else size[0] - src_subset = index_to_mask(src_subset, size=src_size) + src_node_mask = index_to_mask(src_subset, size=src_size) + else: + src_size = src_subset.size(0) + src_node_mask = src_subset + if dst_subset.dtype != torch.bool: dst_size = int(edge_index[1].max()) + 1 if size is None else size[1] - dst_subset = index_to_mask(dst_subset, size=dst_size) + dst_node_mask = index_to_mask(dst_subset, size=dst_size) + else: + dst_size = dst_subset.size(0) + dst_node_mask = dst_subset - # node_mask = subset - edge_mask = src_subset[edge_index[0]] & dst_subset[edge_index[1]] + edge_mask = src_node_mask[edge_index[0]] & dst_node_mask[edge_index[1]] edge_index = edge_index[:, edge_mask] edge_attr = edge_attr[edge_mask] if edge_attr is not None else None if relabel_nodes: - node_idx_i = edge_index.new_zeros(src_subset.size(0)) - node_idx_j = edge_index.new_zeros(dst_subset.size(0)) - node_idx_i[src_subset] = torch.arange(int(src_subset.sum()), + node_idx_i = edge_index.new_zeros(src_node_mask.size(0)) + node_idx_j = edge_index.new_zeros(dst_node_mask.size(0)) + node_idx_i[src_subset] = torch.arange(int(src_node_mask.sum()), device=node_idx_i.device) - node_idx_j[dst_subset] = torch.arange(int(dst_subset.sum()), + node_idx_j[dst_subset] = torch.arange(int(dst_node_mask.sum()), device=node_idx_j.device) edge_index = torch.stack([ node_idx_i[edge_index[0]], diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/to_dense_adj.py b/pytorch_geometric-2.3.1/torch_geometric/utils/to_dense_adj.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/to_dense_adj.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/to_dense_adj.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/to_dense_batch.py b/pytorch_geometric-2.3.1/torch_geometric/utils/to_dense_batch.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/to_dense_batch.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/to_dense_batch.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/train_test_split_edges.py b/pytorch_geometric-2.3.1/torch_geometric/utils/train_test_split_edges.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/train_test_split_edges.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/train_test_split_edges.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/tree_decomposition.py b/pytorch_geometric-2.3.1/torch_geometric/utils/tree_decomposition.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/tree_decomposition.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/tree_decomposition.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/trim_to_layer.py b/pytorch_geometric-2.3.1/torch_geometric/utils/trim_to_layer.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/trim_to_layer.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/trim_to_layer.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/unbatch.py b/pytorch_geometric-2.3.1/torch_geometric/utils/unbatch.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/unbatch.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/unbatch.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/utils/undirected.py b/pytorch_geometric-2.3.1/torch_geometric/utils/undirected.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/utils/undirected.py rename to pytorch_geometric-2.3.1/torch_geometric/utils/undirected.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/visualization/__init__.py b/pytorch_geometric-2.3.1/torch_geometric/visualization/__init__.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/visualization/__init__.py rename to pytorch_geometric-2.3.1/torch_geometric/visualization/__init__.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/visualization/graph.py b/pytorch_geometric-2.3.1/torch_geometric/visualization/graph.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/visualization/graph.py rename to pytorch_geometric-2.3.1/torch_geometric/visualization/graph.py diff --git a/pytorch_geometric-2.3.0/torch_geometric/visualization/influence.py b/pytorch_geometric-2.3.1/torch_geometric/visualization/influence.py similarity index 100% rename from pytorch_geometric-2.3.0/torch_geometric/visualization/influence.py rename to pytorch_geometric-2.3.1/torch_geometric/visualization/influence.py