Merge branch 'master' into dist_part

examples/pytorch/hilander/PSS/test.sh

+python Smooth_AP/src/evaluate_model.py \
+--dataset Inaturalist \
+--bs 384 \
+--source_path ~/code/Smooth_AP/data/ --embed_dim 128 \
+--resume $CHECKPOINT_PATH \
+--class_num 948 --loss smoothap \
+--trainset lin_train_set1.txt \
+--testset Inaturalist_test_set1.txt \
+--linsize 29011 --uinsize 18403
\ No newline at end of file

examples/pytorch/rgcn/entity_sample.py

@@ -121,6 +121,7 @@ def main(args):
                  ns_mode=True)
     labels = labels.to(device)
     model = model.to(device)
+    inv_target = inv_target.to(device)
 
     optimizer = th.optim.Adam(model.parameters(), lr=1e-2, weight_decay=args.wd)
 

examples/pytorch/rgcn/entity_sample_multi_gpu.py

@@ -60,6 +60,7 @@ def run(proc_id, n_gpus, n_cpus, args, devices, dataset, queue=None):
                  ns_mode=True)
     labels = labels.to(device)
     model = model.to(device)
+    inv_target = inv_target.to(device)
     model = DistributedDataParallel(model, device_ids=[dev_id], output_device=dev_id)
 
     optimizer = th.optim.Adam(model.parameters(), lr=1e-2, weight_decay=args.wd)

include/dgl/immutable_graph.h

@@ -273,19 +273,19 @@ class COO : public GraphInterface {
   // TODO(da): add constructor for creating COO from shared memory
 
   void AddVertices(uint64_t num_vertices) override {
-    LOG(FATAL) << "CSR graph does not allow mutation.";
+    LOG(FATAL) << "COO graph does not allow mutation.";
   }
 
   void AddEdge(dgl_id_t src, dgl_id_t dst) override {
-    LOG(FATAL) << "CSR graph does not allow mutation.";
+    LOG(FATAL) << "COO graph does not allow mutation.";
   }
 
   void AddEdges(IdArray src_ids, IdArray dst_ids) override {
-    LOG(FATAL) << "CSR graph does not allow mutation.";
+    LOG(FATAL) << "COO graph does not allow mutation.";
   }
 
   void Clear() override {
-    LOG(FATAL) << "CSR graph does not allow mutation.";
+    LOG(FATAL) << "COO graph does not allow mutation.";
   }
 
   DLContext Context() const override {