diff --git a/tools/pip/doc/CPU_ADDITIONAL.md b/tools/pip/doc/CPU_ADDITIONAL.md
index 9f25121e5b8c..bbd747dbf557 100644
--- a/tools/pip/doc/CPU_ADDITIONAL.md
+++ b/tools/pip/doc/CPU_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux, Mac OSX, and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU100MKL_ADDITIONAL.md b/tools/pip/doc/CU100MKL_ADDITIONAL.md
index a916f0b9583b..80690ea8b964 100644
--- a/tools/pip/doc/CU100MKL_ADDITIONAL.md
+++ b/tools/pip/doc/CU100MKL_ADDITIONAL.md
@@ -18,11 +18,11 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
 - [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100/) with CUDA-10.0 support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU100_ADDITIONAL.md b/tools/pip/doc/CU100_ADDITIONAL.md
index 1a1f4dd70ea2..de5e62051cc3 100644
--- a/tools/pip/doc/CU100_ADDITIONAL.md
+++ b/tools/pip/doc/CU100_ADDITIONAL.md
@@ -18,11 +18,11 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
 - [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU101MKL_ADDITIONAL.md b/tools/pip/doc/CU101MKL_ADDITIONAL.md
index 7304084f6bad..9cdebe3dddbb 100644
--- a/tools/pip/doc/CU101MKL_ADDITIONAL.md
+++ b/tools/pip/doc/CU101MKL_ADDITIONAL.md
@@ -23,8 +23,6 @@ This package supports Linux and Windows platforms. You may also want to check:
 - [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU101_ADDITIONAL.md b/tools/pip/doc/CU101_ADDITIONAL.md
index 4f66c2650653..f58413c09e72 100644
--- a/tools/pip/doc/CU101_ADDITIONAL.md
+++ b/tools/pip/doc/CU101_ADDITIONAL.md
@@ -23,8 +23,6 @@ This package supports Linux and Windows platforms. You may also want to check:
 - [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU75MKL_ADDITIONAL.md b/tools/pip/doc/CU75MKL_ADDITIONAL.md
index 30b85fda0c2e..dc485d687f1e 100644
--- a/tools/pip/doc/CU75MKL_ADDITIONAL.md
+++ b/tools/pip/doc/CU75MKL_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux only, up to 1.2.1. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU75_ADDITIONAL.md b/tools/pip/doc/CU75_ADDITIONAL.md
index 9947365517e6..a5257913adc5 100644
--- a/tools/pip/doc/CU75_ADDITIONAL.md
+++ b/tools/pip/doc/CU75_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux only, up to 1.2.1. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU80MKL_ADDITIONAL.md b/tools/pip/doc/CU80MKL_ADDITIONAL.md
index 54c54536ee2b..24cec2b93668 100644
--- a/tools/pip/doc/CU80MKL_ADDITIONAL.md
+++ b/tools/pip/doc/CU80MKL_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU80_ADDITIONAL.md b/tools/pip/doc/CU80_ADDITIONAL.md
index 609567c72902..767f034e120e 100644
--- a/tools/pip/doc/CU80_ADDITIONAL.md
+++ b/tools/pip/doc/CU80_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80mkl](https://pypi.python.org/pypi/mxnet-cu80mkl/) with CUDA-8.0 support and MKLDNN support.
diff --git a/tools/pip/doc/CU90MKL_ADDITIONAL.md b/tools/pip/doc/CU90MKL_ADDITIONAL.md
index 7fe04dae29ad..66f18d35ef73 100644
--- a/tools/pip/doc/CU90MKL_ADDITIONAL.md
+++ b/tools/pip/doc/CU90MKL_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
 - [mxnet-cu80mkl](https://pypi.python.org/pypi/mxnet-cu80mkl/) with CUDA-8.0 support and MKLDNN support.
diff --git a/tools/pip/doc/CU90_ADDITIONAL.md b/tools/pip/doc/CU90_ADDITIONAL.md
index 37ab45a7dfbf..f21b77019d12 100644
--- a/tools/pip/doc/CU90_ADDITIONAL.md
+++ b/tools/pip/doc/CU90_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
 - [mxnet-cu80mkl](https://pypi.python.org/pypi/mxnet-cu80mkl/) with CUDA-8.0 support and MKLDNN support.
diff --git a/tools/pip/doc/CU91MKL_ADDITIONAL.md b/tools/pip/doc/CU91MKL_ADDITIONAL.md
deleted file mode 100644
index 8e82b5a18868..000000000000
--- a/tools/pip/doc/CU91MKL_ADDITIONAL.md
+++ /dev/null
@@ -1,42 +0,0 @@
-<!--- Licensed to the Apache Software Foundation (ASF) under one -->
-<!--- or more contributor license agreements.  See the NOTICE file -->
-<!--- distributed with this work for additional information -->
-<!--- regarding copyright ownership.  The ASF licenses this file -->
-<!--- to you under the Apache License, Version 2.0 (the -->
-<!--- "License"); you may not use this file except in compliance -->
-<!--- with the License.  You may obtain a copy of the License at -->
-
-<!---   http://www.apache.org/licenses/LICENSE-2.0 -->
-
-<!--- Unless required by applicable law or agreed to in writing, -->
-<!--- software distributed under the License is distributed on an -->
-<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
-<!--- KIND, either express or implied.  See the License for the -->
-<!--- specific language governing permissions and limitations -->
-<!--- under the License. -->
-
-Prerequisites
--------------
-This package supports Linux and Windows platforms, up to 1.2.1. You may also want to check:
-- [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
-- [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
-- [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
-- [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
-- [mxnet-cu80mkl](https://pypi.python.org/pypi/mxnet-cu80mkl/) with CUDA-8.0 support and MKLDNN support.
-- [mxnet-cu75](https://pypi.python.org/pypi/mxnet-cu75/) with CUDA-7.5 support.
-- [mxnet-cu75mkl](https://pypi.python.org/pypi/mxnet-cu75mkl/) with CUDA-7.5 support and MKLDNN support.
-- [mxnet-mkl](https://pypi.python.org/pypi/mxnet-mkl/) with MKLDNN support.
-- [mxnet](https://pypi.python.org/pypi/mxnet/).
-
-To download CUDA, check [CUDA download](https://developer.nvidia.com/cuda-downloads). For more instructions, check [CUDA Toolkit online documentation](http://docs.nvidia.com/cuda/index.html).
-
-To install for other platforms (e.g. Windows, Raspberry Pi/ARM) or other versions of CUDA, check [Installing MXNet](https://mxnet.apache.org/versions/master/install/index.html) for instructions on building from source.
-
-Installation
-------------
-To install:
-```bash
-pip install mxnet-cu91mkl
-```
diff --git a/tools/pip/doc/CU91_ADDITIONAL.md b/tools/pip/doc/CU91_ADDITIONAL.md
deleted file mode 100644
index 5918a8901f99..000000000000
--- a/tools/pip/doc/CU91_ADDITIONAL.md
+++ /dev/null
@@ -1,42 +0,0 @@
-<!--- Licensed to the Apache Software Foundation (ASF) under one -->
-<!--- or more contributor license agreements.  See the NOTICE file -->
-<!--- distributed with this work for additional information -->
-<!--- regarding copyright ownership.  The ASF licenses this file -->
-<!--- to you under the Apache License, Version 2.0 (the -->
-<!--- "License"); you may not use this file except in compliance -->
-<!--- with the License.  You may obtain a copy of the License at -->
-
-<!---   http://www.apache.org/licenses/LICENSE-2.0 -->
-
-<!--- Unless required by applicable law or agreed to in writing, -->
-<!--- software distributed under the License is distributed on an -->
-<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
-<!--- KIND, either express or implied.  See the License for the -->
-<!--- specific language governing permissions and limitations -->
-<!--- under the License. -->
-
-Prerequisites
--------------
-This package supports Linux and Windows platforms, up to 1.2.1. You may also want to check:
-- [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
-- [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
-- [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
-- [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
-- [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
-- [mxnet-cu80mkl](https://pypi.python.org/pypi/mxnet-cu80mkl/) with CUDA-8.0 support and MKLDNN support.
-- [mxnet-cu75](https://pypi.python.org/pypi/mxnet-cu75/) with CUDA-7.5 support.
-- [mxnet-cu75mkl](https://pypi.python.org/pypi/mxnet-cu75mkl/) with CUDA-7.5 support and MKLDNN support.
-- [mxnet-mkl](https://pypi.python.org/pypi/mxnet-mkl/) with MKLDNN support.
-- [mxnet](https://pypi.python.org/pypi/mxnet/).
-
-To download CUDA, check [CUDA download](https://developer.nvidia.com/cuda-downloads). For more instructions, check [CUDA Toolkit online documentation](http://docs.nvidia.com/cuda/index.html).
-
-To install for other platforms (e.g. Windows, Raspberry Pi/ARM) or other versions, check [Installing MXNet](https://mxnet.apache.org/versions/master/install/index.html) for instructions on building from source.
-
-Installation
-------------
-To install:
-```bash
-pip install mxnet-cu91
-```
diff --git a/tools/pip/doc/CU92MKL_ADDITIONAL.md b/tools/pip/doc/CU92MKL_ADDITIONAL.md
index f7adbfcb61ca..a4e64f55bde9 100644
--- a/tools/pip/doc/CU92MKL_ADDITIONAL.md
+++ b/tools/pip/doc/CU92MKL_ADDITIONAL.md
@@ -18,9 +18,11 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/CU92_ADDITIONAL.md b/tools/pip/doc/CU92_ADDITIONAL.md
index 79afccaec095..849245de72c9 100644
--- a/tools/pip/doc/CU92_ADDITIONAL.md
+++ b/tools/pip/doc/CU92_ADDITIONAL.md
@@ -18,9 +18,11 @@
 Prerequisites
 -------------
 This package supports Linux and Windows platforms. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.
diff --git a/tools/pip/doc/MKL_ADDITIONAL.md b/tools/pip/doc/MKL_ADDITIONAL.md
index d796aca1b82c..d6236cf71ce7 100644
--- a/tools/pip/doc/MKL_ADDITIONAL.md
+++ b/tools/pip/doc/MKL_ADDITIONAL.md
@@ -18,10 +18,12 @@
 Prerequisites
 -------------
 This package supports Linux only. You may also want to check:
+- [mxnet-cu101](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support.
+- [mxnet-cu101mkl](https://pypi.python.org/pypi/mxnet-cu101mkl/) with CUDA-10.1 support and MKLDNN support.
+- [mxnet-cu100](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support.
+- [mxnet-cu100mkl](https://pypi.python.org/pypi/mxnet-cu100mkl/) with CUDA-10.0 support and MKLDNN support.
 - [mxnet-cu92](https://pypi.python.org/pypi/mxnet-cu92/) with CUDA-9.2 support.
 - [mxnet-cu92mkl](https://pypi.python.org/pypi/mxnet-cu92mkl/) with CUDA-9.2 support and MKLDNN support.
-- [mxnet-cu91](https://pypi.python.org/pypi/mxnet-cu91/) with CUDA-9.1 support.
-- [mxnet-cu91mkl](https://pypi.python.org/pypi/mxnet-cu91mkl/) with CUDA-9.1 support and MKLDNN support.
 - [mxnet-cu90](https://pypi.python.org/pypi/mxnet-cu90/) with CUDA-9.0 support.
 - [mxnet-cu90mkl](https://pypi.python.org/pypi/mxnet-cu90mkl/) with CUDA-9.0 support and MKLDNN support.
 - [mxnet-cu80](https://pypi.python.org/pypi/mxnet-cu80/) with CUDA-8.0 support.