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paddle/fluid/operators/cross_entropy_op.h

@@ -72,13 +72,13 @@ class XeGradFunctor {
                 size_t num_classes)
       : dx_(dx), dy_(dy), x_(x), label_(label), num_classes_(num_classes) {}
 
-  HOSTDEVICE void operator()(size_t label_id) {
-    auto x_is_true_offset = label_id * num_classes_ + label_[label_id];
-    for (size_t x_offset = label_id * num_classes_;
-         x_offset < (label_id + 1) * num_classes_; ++x_offset) {
+  HOSTDEVICE void operator()(size_t sample_id) {
+    auto x_is_true_offset = sample_id * num_classes_ + label_[sample_id];
+    for (size_t x_offset = sample_id * num_classes_;
+         x_offset < (sample_id + 1) * num_classes_; ++x_offset) {
       dx_[x_offset] = x_offset != x_is_true_offset
                           ? static_cast<T>(0)
-                          : -dy_[label_id] / x_[x_offset];
+                          : -dy_[sample_id] / x_[x_offset];
     }
   }