Merge branch 'master' into patch-1

holly1238 · web-flow · commit 0ca6a75054e9 · 2021-06-07T07:38:16.000-07:00
diff --git a/beginner_source/text_sentiment_ngrams_tutorial.py b/beginner_source/text_sentiment_ngrams_tutorial.py
@@ -101,7 +101,7 @@
 #
 # Before sending to the model, ``collate_fn`` function works on a batch of samples generated from ``DataLoader``. The input to ``collate_fn`` is a batch of data with the batch size in ``DataLoader``, and ``collate_fn`` processes them according to the data processing pipelines declared previously. Pay attention here and make sure that ``collate_fn`` is declared as a top level def. This ensures that the function is available in each worker.
 #
-# In this example, the text entries in the original data batch input are packed into a list and concatenated as a single tensor for the input of ``nn.EmbeddingBag``. The offset is a tensor of delimiters to represent the beginning index of the individual sequence in the text tensor. Label is a tensor saving the labels of indidividual text entries.
+# In this example, the text entries in the original data batch input are packed into a list and concatenated as a single tensor for the input of ``nn.EmbeddingBag``. The offset is a tensor of delimiters to represent the beginning index of the individual sequence in the text tensor. Label is a tensor saving the labels of individual text entries.
 
 
 from torch.utils.data import DataLoader

Original file line number	Diff line number	Diff line change
`@@ -101,7 +101,7 @@`
`101`	`101`	`#`
`102`	`102`	# Before sending to the model, ``collate_fn`` function works on a batch of samples generated from ``DataLoader``. The input to ``collate_fn`` is a batch of data with the batch size in ``DataLoader``, and ``collate_fn`` processes them according to the data processing pipelines declared previously. Pay attention here and make sure that ``collate_fn`` is declared as a top level def. This ensures that the function is available in each worker.
`103`	`103`	`#`
`104`		-# In this example, the text entries in the original data batch input are packed into a list and concatenated as a single tensor for the input of ``nn.EmbeddingBag``. The offset is a tensor of delimiters to represent the beginning index of the individual sequence in the text tensor. Label is a tensor saving the labels of indidividual text entries.
	`104`	+# In this example, the text entries in the original data batch input are packed into a list and concatenated as a single tensor for the input of ``nn.EmbeddingBag``. The offset is a tensor of delimiters to represent the beginning index of the individual sequence in the text tensor. Label is a tensor saving the labels of individual text entries.
`105`	`105`
`106`	`106`
`107`	`107`	`from torch.utils.data import DataLoader`