diff --git a/requirements.txt b/requirements.txt
index a81b80d467e022e01e0fc891e1fcde8fbcb4bcac..5011ce56b62d63cbf8578bed5473deb8608917cb 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,14 +1,11 @@
-#for python2, you should use requirements_py2.txt
 pre-commit
 protobuf >= 3.6.0
 yapf == 0.26.0
 pyyaml
-numpy
 Pillow
 six >= 1.10.0
 chardet == 3.0.4
 requests
-pandas
 flask >= 1.1.0
 flake8
 tb-paddle
@@ -17,3 +14,11 @@ cma == 2.7.0
 sentencepiece
 nltk
 colorlog
+
+# numpy no longer support python2 in version 1.17 and above
+numpy ; python_version >= "3"
+numpy < 1.17.0 ; python_version < "3"
+
+# pandas no longer support python2 in version 0.25 and above
+pandas ; python_version >= "3"
+pandas < 0.25.0 ; python_version < "3"
diff --git a/requirements_py2.txt b/requirements_py2.txt
deleted file mode 100644
index eb34d62eebfc0f65c1e084d24f54bf1f57519355..0000000000000000000000000000000000000000
--- a/requirements_py2.txt
+++ /dev/null
@@ -1,18 +0,0 @@
-pre-commit
-protobuf >= 3.1.0
-yapf == 0.26.0
-pyyaml
-numpy < 1.17.0
-Pillow
-six >= 1.10.0
-chardet == 3.0.4
-requests
-pandas < 0.25.0
-flake8
-flask >= 1.1.0
-tb-paddle
-tensorboard >= 1.15
-cma == 2.7.0
-sentencepiece
-nltk
-colorlog