Remove views when not necessary (#1211)

* Update graph_mode_static_quantization_tutorial.py

* Update transformer_tutorial.py

* Update dynamic_quantization_tutorial.py

Author: albanD

advanced_source/dynamic_quantization_tutorial.py

@@ -213,7 +213,7 @@ def batchify(data, bsz):
 def get_batch(source, i):
     seq_len = min(bptt, len(source) - 1 - i)
     data = source[i:i+seq_len]
-    target = source[i+1:i+1+seq_len].view(-1)
+    target = source[i+1:i+1+seq_len].reshape(-1)
     return data, target
 
 def repackage_hidden(h):

beginner_source/transformer_tutorial.py

@@ -194,7 +194,7 @@ def batchify(data, bsz):
 def get_batch(source, i):
     seq_len = min(bptt, len(source) - 1 - i)
     data = source[i:i+seq_len]
-    target = source[i+1:i+1+seq_len].view(-1)
+    target = source[i+1:i+1+seq_len].reshape(-1)
     return data, target
 
 

prototype_source/graph_mode_static_quantization_tutorial.py

@@ -137,7 +137,7 @@ def accuracy(output, target, topk=(1,)):
 
         res = []
         for k in topk:
-            correct_k = correct[:k].view(-1).float().sum(0, keepdim=True)
+            correct_k = correct[:k].reshape(-1).float().sum(0, keepdim=True)
             res.append(correct_k.mul_(100.0 / batch_size))
         return res