residual connection

1 files changed, 17 insertions, 0 deletions

diff --git a/learn_torch/basics/add_norm.py b/learn_torch/basics/add_norm.py
new file mode 100644
index 0000000..6d733f7
--- /dev/null
+++ b/learn_torch/basics/add_norm.py
@@ -0,0 +1,17 @@
+
+import torch
+from transformers.models.bert import BertModel, BertTokenizer
+
+
+if __name__ == '__main__':
+    model_name = 'bert-base-uncased'
+    tokenizer = BertTokenizer.from_pretrained(model_name)
+    model = BertModel.from_pretrained(model_name, output_hidden_states=True)
+
+    test_sent = 'this is a test sentence'
+
+    model_input = tokenizer(test_sent, return_tensors='pt')
+    model.eval()
+    with torch.no_grad():
+        output = model(**model_input)
+