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Fix #5749: GINDataset 数据类型错误 #7923

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Fix #5749: GINDataset 数据类型错误 #7923

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18 changes: 18 additions & 0 deletions b/python/dgl/data/gindt.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
self.graphs.append(g)
self.labels = F.tensor(self.labels, F.int64)
# if no attr
if not self.nattrs_flag:
if self.verbose:
g.ndata["attr"] = F.tensor(nattrs, F.float32)
self.nattrs_flag = True
g.ndata["label"] = F.tensor(nlabels, F.int64)
if len(self.nlabel_dict) > 1:
self.nlabels_flag = True
if tmp == len(nrow):
# no node attributes
nrow = [int(w) for w in nrow]
elif tmp < len(nrow):
# has node attributes
nrow = [int(w) for w in nrow[:tmp]]
nattr = [float(w) for w in nrow[tmp:]]
nattrs.append(nattr)
7 changes: 4 additions & 3 deletions python/dgl/data/gindt.py
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Original file line number Diff line number Diff line change
Expand Up @@ -221,7 +221,8 @@ def process(self):
if tmp == len(nrow):
# no node attributes
nrow = [int(w) for w in nrow]
elif tmp > len(nrow):
elif tmp < len(nrow):
# has node attributes
nrow = [int(w) for w in nrow[:tmp]]
nattr = [float(w) for w in nrow[tmp:]]
nattrs.append(nattr)
Expand Down Expand Up @@ -257,7 +258,7 @@ def process(self):
g.ndata["attr"] = F.tensor(nattrs, F.float32)
self.nattrs_flag = True

g.ndata["label"] = F.tensor(nlabels)
g.ndata["label"] = F.tensor(nlabels, F.int64)
if len(self.nlabel_dict) > 1:
self.nlabels_flag = True

Expand All @@ -269,7 +270,7 @@ def process(self):

self.graphs.append(g)

self.labels = F.tensor(self.labels)
self.labels = F.tensor(self.labels, F.int64)
# if no attr
if not self.nattrs_flag:
if self.verbose:
Expand Down