diff --git a/3rdparty/tvm b/3rdparty/tvm
index b63fba41c..072a5a12a 160000
--- a/3rdparty/tvm
+++ b/3rdparty/tvm
@@ -1 +1 @@
-Subproject commit b63fba41c22d6a1edb0ef4832be272fac68c8968
+Subproject commit 072a5a12a41ab4eeb0eb4061574cbaf9fea46642
diff --git a/install.sh b/install.sh
index a1cb47b69..99fd89b8c 100755
--- a/install.sh
+++ b/install.sh
@@ -12,7 +12,9 @@ IS_AARCH64=false
 EXTRACT_PATH="3rdparty"
 
 UBUNTU_VERSION="16.04"
-if [[ "$LLVM_VERSION" > "16.0.0" ]]; then
+if [[ "$LLVM_VERSION" > "17.0.0" ]]; then
+    UBUNTU_VERSION="22.04"
+elif [[ "$LLVM_VERSION" > "16.0.0" ]]; then
     UBUNTU_VERSION="20.04"
 elif [[ "$LLVM_VERSION" > "13.0.0" ]]; then
     UBUNTU_VERSION="18.04"
diff --git a/install_amd.sh b/install_amd.sh
new file mode 100755
index 000000000..052281588
--- /dev/null
+++ b/install_amd.sh
@@ -0,0 +1,44 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# install requirements
+pip install -r requirements.txt
+
+# determine if root
+USER_IS_ROOT=false
+if [ "$EUID" -e 0 ]; then
+    USER_IS_ROOT=true
+fi
+
+if $USER_IS_ROOT; then
+    wget -qO- https://apt.llvm.org/llvm-snapshot.gpg.key | tee /etc/apt/trusted.gpg.d/apt.llvm.org.asc
+    echo "deb http://apt.llvm.org/focal/ llvm-toolchain-focal-16 main" >> /etc/apt/sources.list
+    echo "deb-src http://apt.llvm.org/focal/ llvm-toolchain-focal-16 main" >> /etc/apt/sources.list
+    apt-get install llvm-16
+else 
+    wget -qO- https://apt.llvm.org/llvm-snapshot.gpg.key | sudo tee /etc/apt/trusted.gpg.d/apt.llvm.org.asc
+    echo "deb http://apt.llvm.org/focal/ llvm-toolchain-focal-16 main" | sudo tee /etc/apt/sources.list
+    echo "deb-src http://apt.llvm.org/focal/ llvm-toolchain-focal-16 main" | sudo tee /etc/apt/sources.list
+    sudo apt-get install llvm-16
+fi
+
+# clone and build tvm
+git submodule update --init --recursive
+
+cd 3rdparty/tvm
+if [ -d build ]; then
+    rm -rf build
+fi
+mkdir build
+cp cmake/config.cmake build
+cd build
+echo "set(USE_LLVM llvm-config-16)" >> config.cmake && echo "set(USE_ROCM /opt/rocm)" >> config.cmake
+
+cmake .. && make -j && cd ../../..
+
+echo "export TVM_HOME=$(pwd)/3rdparty/tvm" >> ~/.bashrc
+echo "export PYTHONPATH=\$TVM_HOME/python:$(pwd):\$PYTHONPATH" >> ~/.bashrc
+echo "export CUDA_DEVICE_ORDER=PCI_BUS_ID" >> ~/.bashrc
+source ~/.bashrc
diff --git a/maint/scripts/installation.sh b/maint/scripts/installation.sh
index c3bb0fe0b..99fd89b8c 100755
--- a/maint/scripts/installation.sh
+++ b/maint/scripts/installation.sh
@@ -12,7 +12,9 @@ IS_AARCH64=false
 EXTRACT_PATH="3rdparty"
 
 UBUNTU_VERSION="16.04"
-if [[ "$LLVM_VERSION" > "16.0.0" ]]; then
+if [[ "$LLVM_VERSION" > "17.0.0" ]]; then
+    UBUNTU_VERSION="22.04"
+elif [[ "$LLVM_VERSION" > "16.0.0" ]]; then
     UBUNTU_VERSION="20.04"
 elif [[ "$LLVM_VERSION" > "13.0.0" ]]; then
     UBUNTU_VERSION="18.04"
@@ -65,5 +67,5 @@ cmake .. && make -j && cd ../../..
 
 echo "export TVM_HOME=$(pwd)/3rdparty/tvm" >> ~/.bashrc
 echo "export PYTHONPATH=\$TVM_HOME/python:$(pwd):\$PYTHONPATH" >> ~/.bashrc
-
+echo "export CUDA_DEVICE_ORDER=PCI_BUS_ID" >> ~/.bashrc
 source ~/.bashrc