Rename fluid.layers.one_hot to fluid.one_hot (#292)

demo/darts/train_imagenet.py

@@ -68,7 +68,7 @@ add_arg('use_data_parallel', ast.literal_eval,  False, "The flag indicating whet
 
 def cross_entropy_label_smooth(preds, targets, epsilon):
     preds = fluid.layers.softmax(preds)
-    targets_one_hot = fluid.layers.one_hot(input=targets, depth=args.class_num)
+    targets_one_hot = fluid.one_hot(input=targets, depth=args.class_num)
     targets_smooth = fluid.layers.label_smooth(
         targets_one_hot, epsilon=epsilon, dtype="float32")
     loss = fluid.layers.cross_entropy(

demo/models/slimfacenet.py

@@ -334,7 +334,7 @@ class SlimFaceNet():
         else:
             pass
 
-        one_hot = fluid.layers.one_hot(input=label, depth=out_dim)
+        one_hot = fluid.one_hot(input=label, depth=out_dim)
         output = fluid.layers.elementwise_mul(
             one_hot, phi) + fluid.layers.elementwise_mul(
                 (1.0 - one_hot), cosine)

paddleslim/models/slimfacenet.py

@@ -334,7 +334,7 @@ class SlimFaceNet():
         else:
             pass
 
-        one_hot = fluid.layers.one_hot(input=label, depth=out_dim)
+        one_hot = fluid.one_hot(input=label, depth=out_dim)
         output = fluid.layers.elementwise_mul(
             one_hot, phi) + fluid.layers.elementwise_mul(
                 (1.0 - one_hot), cosine)