From f7839d1694ffea0fa1a526e4e8f41328f7187df1 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Mon, 22 Jan 2024 13:01:51 -0500
Subject: [PATCH 01/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index eea30ed..dba370e 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -1,5 +1,4 @@
-FROM nvidia/cuda:11.6.2-cudnn8-devel-ubuntu20.04
-
+FROM nvidia/cuda:11.7.1-cudnn8-runtime-ubuntu22.04
 # copy the contents of this repository to the container
 COPY . tensorflow_cc
 # alternatively, clone the repository

From d1fac6034be93de211254b75c6f3113de732b1ae Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Mon, 22 Jan 2024 14:07:06 -0500
Subject: [PATCH 02/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index dba370e..6c16bd9 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -1,4 +1,4 @@
-FROM nvidia/cuda:11.7.1-cudnn8-runtime-ubuntu22.04
+FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
 # copy the contents of this repository to the container
 COPY . tensorflow_cc
 # alternatively, clone the repository

From c72f72f74dc40a8f037819ba29e1e6946e65bdc9 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Mon, 22 Jan 2024 16:51:50 -0500
Subject: [PATCH 03/25] Update ubuntu-requirements.sh

---
 ubuntu-requirements.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ubuntu-requirements.sh b/ubuntu-requirements.sh
index 6ead29e..87c58db 100755
--- a/ubuntu-requirements.sh
+++ b/ubuntu-requirements.sh
@@ -13,7 +13,7 @@ if [[ "$OSTYPE" == "linux-gnu" ]]; then
     apt-get -y update
     apt-get -y install \
     cmake \
-    g++-9 \
+    g++ \
     git \
     python3-dev \
     python3-numpy \

From 1e26d4e0f0ccd2717bf5fcf7b5fc69abb338542a Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Mon, 22 Jan 2024 16:52:18 -0500
Subject: [PATCH 04/25] Update install-ubuntu.sh

---
 Dockerfiles/install-ubuntu.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/install-ubuntu.sh b/Dockerfiles/install-ubuntu.sh
index 43b5987..1150bea 100755
--- a/Dockerfiles/install-ubuntu.sh
+++ b/Dockerfiles/install-ubuntu.sh
@@ -17,7 +17,7 @@ done
 
 if $cuda; then
     # install libcupti
-    apt-get -y install cuda-command-line-tools-11-6
+    apt-get -y install cuda-command-line-tools-11-7
 fi
 
 apt-get -y clean

From 3f89e5587659ef09c026dbd6fcc165ae2a869544 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Tue, 23 Jan 2024 10:41:26 -0500
Subject: [PATCH 05/25] Update BAZEL_VERSION

---
 Dockerfiles/BAZEL_VERSION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/BAZEL_VERSION b/Dockerfiles/BAZEL_VERSION
index ac14c3d..03f488b 100644
--- a/Dockerfiles/BAZEL_VERSION
+++ b/Dockerfiles/BAZEL_VERSION
@@ -1 +1 @@
-5.1.1
+5.3.0

From d372a7e78ff7cc9ed4900c37f34d844c9840fc94 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Tue, 23 Jan 2024 10:49:55 -0500
Subject: [PATCH 06/25] Update PROJECT_VERSION

---
 tensorflow_cc/PROJECT_VERSION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tensorflow_cc/PROJECT_VERSION b/tensorflow_cc/PROJECT_VERSION
index c8e38b6..d8b6989 100644
--- a/tensorflow_cc/PROJECT_VERSION
+++ b/tensorflow_cc/PROJECT_VERSION
@@ -1 +1 @@
-2.9.0
+2.12.0

From cd5f52b52a1fa006b10cfa27c6e99674876d5e55 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Wed, 24 Jan 2024 11:34:23 -0500
Subject: [PATCH 07/25] Update CMakeLists.txt

---
 tensorflow_cc/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tensorflow_cc/CMakeLists.txt b/tensorflow_cc/CMakeLists.txt
index 9e23a37..dce55bc 100644
--- a/tensorflow_cc/CMakeLists.txt
+++ b/tensorflow_cc/CMakeLists.txt
@@ -12,7 +12,7 @@ set(LOCAL_RAM_RESOURCES 4096 CACHE STRING "The amount of local RAM resources pas
 set(LOCAL_CPU_RESOURCES HOST_CPUS CACHE STRING "The amount of local CPU cores passed to bazel scheduler (e.g., 2).")
 set(TENSORFLOW_TAG "v${version}" CACHE STRING "The tensorflow release tag to be checked out (default v${version}).")
 option(INSTALL_PROTOBUF "Install protobuf compatible with tensorflow version." OFF)
-set(CMAKE_CXX_STANDARD 14 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
+set(CMAKE_CXX_STANDARD 20 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
 
 # -------------
 # CMake Options

From db42675116572f4a0e5391f852b859a417ee153d Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Wed, 24 Jan 2024 11:35:49 -0500
Subject: [PATCH 08/25] Update build_tensorflow.sh.in

---
 tensorflow_cc/cmake/build_tensorflow.sh.in | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tensorflow_cc/cmake/build_tensorflow.sh.in b/tensorflow_cc/cmake/build_tensorflow.sh.in
index c609efa..b9980bc 100755
--- a/tensorflow_cc/cmake/build_tensorflow.sh.in
+++ b/tensorflow_cc/cmake/build_tensorflow.sh.in
@@ -88,9 +88,9 @@ fi
 
 # set bazel options for c++17 standard if necessary
 cxx_std_opts=""
-if [ "@CMAKE_CXX_STANDARD@" == 17 ]; then
+if [ "@CMAKE_CXX_STANDARD@" == 20 ]; then
     echo "Using C++17 standard"
-    cxx_std_opts="--config=c++17_gcc"
+    cxx_std_opts="--config=c++20_gcc"
 fi
 
 # configure and build

From 861636504e19f6f5e7b3da99a604294eba768474 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Wed, 24 Jan 2024 11:46:05 -0500
Subject: [PATCH 09/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index 6c16bd9..e9b4f41 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -1,4 +1,4 @@
-FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
+FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
 # copy the contents of this repository to the container
 COPY . tensorflow_cc
 # alternatively, clone the repository

From c639874baba54a71b3d8dd514e06c1d0cbdae723 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Wed, 24 Jan 2024 12:15:59 -0500
Subject: [PATCH 10/25] Update CMakeLists.txt

---
 tensorflow_cc/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tensorflow_cc/CMakeLists.txt b/tensorflow_cc/CMakeLists.txt
index dce55bc..9e23a37 100644
--- a/tensorflow_cc/CMakeLists.txt
+++ b/tensorflow_cc/CMakeLists.txt
@@ -12,7 +12,7 @@ set(LOCAL_RAM_RESOURCES 4096 CACHE STRING "The amount of local RAM resources pas
 set(LOCAL_CPU_RESOURCES HOST_CPUS CACHE STRING "The amount of local CPU cores passed to bazel scheduler (e.g., 2).")
 set(TENSORFLOW_TAG "v${version}" CACHE STRING "The tensorflow release tag to be checked out (default v${version}).")
 option(INSTALL_PROTOBUF "Install protobuf compatible with tensorflow version." OFF)
-set(CMAKE_CXX_STANDARD 20 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
+set(CMAKE_CXX_STANDARD 14 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
 
 # -------------
 # CMake Options

From c7cad381598d9db2edf55591961620c59c24bf8f Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Wed, 24 Jan 2024 12:16:37 -0500
Subject: [PATCH 11/25] Update build_tensorflow.sh.in

---
 tensorflow_cc/cmake/build_tensorflow.sh.in | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tensorflow_cc/cmake/build_tensorflow.sh.in b/tensorflow_cc/cmake/build_tensorflow.sh.in
index b9980bc..c609efa 100755
--- a/tensorflow_cc/cmake/build_tensorflow.sh.in
+++ b/tensorflow_cc/cmake/build_tensorflow.sh.in
@@ -88,9 +88,9 @@ fi
 
 # set bazel options for c++17 standard if necessary
 cxx_std_opts=""
-if [ "@CMAKE_CXX_STANDARD@" == 20 ]; then
+if [ "@CMAKE_CXX_STANDARD@" == 17 ]; then
     echo "Using C++17 standard"
-    cxx_std_opts="--config=c++20_gcc"
+    cxx_std_opts="--config=c++17_gcc"
 fi
 
 # configure and build

From 86fa8e5184ba1ffb0d1b803d24e3f6991e6fba85 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Wed, 24 Jan 2024 12:20:09 -0500
Subject: [PATCH 12/25] Update build_tensorflow.sh.in

---
 tensorflow_cc/cmake/build_tensorflow.sh.in | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tensorflow_cc/cmake/build_tensorflow.sh.in b/tensorflow_cc/cmake/build_tensorflow.sh.in
index c609efa..f6a9243 100755
--- a/tensorflow_cc/cmake/build_tensorflow.sh.in
+++ b/tensorflow_cc/cmake/build_tensorflow.sh.in
@@ -88,9 +88,9 @@ fi
 
 # set bazel options for c++17 standard if necessary
 cxx_std_opts=""
-if [ "@CMAKE_CXX_STANDARD@" == 17 ]; then
-    echo "Using C++17 standard"
-    cxx_std_opts="--config=c++17_gcc"
+if [ "@CMAKE_CXX_STANDARD@" == 20 ]; then
+    echo "Using C++20 standard"
+    cxx_std_opts="--config=c++20_gcc"
 fi
 
 # configure and build

From cb767b9228b4e8d28f2a886d7dc9fd836638b753 Mon Sep 17 00:00:00 2001
From: Qianxue Xia <2qx@ornl.gov>
Date: Wed, 22 May 2024 17:28:24 -0400
Subject: [PATCH 13/25] Update Dockerfile to use
 nvidia/cuda:12.3.1-devel-ubuntu22.04 and install cuDNN

---
 Dockerfiles/ubuntu-cuda | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index e9b4f41..0218c97 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -1,4 +1,4 @@
-FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
+FROM nvidia/cuda:12.3.1-devel-ubuntu22.04
 # copy the contents of this repository to the container
 COPY . tensorflow_cc
 # alternatively, clone the repository

From e7ad14eb38da1fb2e75b371ae388bd056ba48d59 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Wed, 22 May 2024 17:52:53 -0400
Subject: [PATCH 14/25] Update ubuntu-cuda cudnn

---
 Dockerfiles/ubuntu-cuda | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index 0218c97..5e85a42 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -1,4 +1,26 @@
 FROM nvidia/cuda:12.3.1-devel-ubuntu22.04
+# Set cuDNN environment variables
+ENV NV_CUDNN_VERSION=8.9.6.50
+ENV NV_CUDNN_PACKAGE_NAME=libcudnn8
+ENV NV_CUDNN_PACKAGE=libcudnn8=8.9.6.50-1+cuda12.3
+ENV NV_CUDNN_PACKAGE_DEV=libcudnn8-dev=8.9.6.50-1+cuda12.3
+ARG TARGETARCH
+
+# Set the maintainer label
+LABEL maintainer="NVIDIA CORPORATION <cudatools@nvidia.com>"
+LABEL com.nvidia.cudnn.version=8.9.6.50
+
+# Install cuDNN
+RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub \
+    && echo "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64 /" > /etc/apt/sources.list.d/cuda.list \
+    && apt-get update \
+    && apt-get install -y --no-install-recommends \
+        ${NV_CUDNN_PACKAGE} \
+        ${NV_CUDNN_PACKAGE_DEV} \
+    && apt-mark hold ${NV_CUDNN_PACKAGE} \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
 # copy the contents of this repository to the container
 COPY . tensorflow_cc
 # alternatively, clone the repository

From 621d40b88318fca94623af092c91f6ae0813e6a1 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 23 May 2024 10:56:47 -0400
Subject: [PATCH 15/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 12 ++----------
 1 file changed, 2 insertions(+), 10 deletions(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index 5e85a42..8990399 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -10,16 +10,8 @@ ARG TARGETARCH
 LABEL maintainer="NVIDIA CORPORATION <cudatools@nvidia.com>"
 LABEL com.nvidia.cudnn.version=8.9.6.50
 
-# Install cuDNN
-RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub \
-    && echo "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64 /" > /etc/apt/sources.list.d/cuda.list \
-    && apt-get update \
-    && apt-get install -y --no-install-recommends \
-        ${NV_CUDNN_PACKAGE} \
-        ${NV_CUDNN_PACKAGE_DEV} \
-    && apt-mark hold ${NV_CUDNN_PACKAGE} \
-    && apt-get clean \
-    && rm -rf /var/lib/apt/lists/*
+RUN |1 TARGETARCH=amd64 /bin/sh -c
+/bin/bash
 
 # copy the contents of this repository to the container
 COPY . tensorflow_cc

From 18b0724b7fb14aa1a49cce4fd0ee6c4ec887b569 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 23 May 2024 11:08:45 -0400
Subject: [PATCH 16/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index 8990399..0a6bb20 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -11,7 +11,7 @@ LABEL maintainer="NVIDIA CORPORATION <cudatools@nvidia.com>"
 LABEL com.nvidia.cudnn.version=8.9.6.50
 
 RUN |1 TARGETARCH=amd64 /bin/sh -c
-/bin/bash
+
 
 # copy the contents of this repository to the container
 COPY . tensorflow_cc

From 5a32f14bd172fd0f9543c005f670a4ec7ff63d1e Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 23 May 2024 11:09:57 -0400
Subject: [PATCH 17/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index 0a6bb20..ded226a 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -10,7 +10,16 @@ ARG TARGETARCH
 LABEL maintainer="NVIDIA CORPORATION <cudatools@nvidia.com>"
 LABEL com.nvidia.cudnn.version=8.9.6.50
 
-RUN |1 TARGETARCH=amd64 /bin/sh -c
+RUN mkdir -p /etc/apt/keyrings \
+    && curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub | gpg --dearmor -o /etc/apt/keyrings/cuda-archive-keyring.gpg \
+    && echo "deb [signed-by=/etc/apt/keyrings/cuda-archive-keyring.gpg] https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /" > /etc/apt/sources.list.d/cuda.list \
+    && apt-get update \
+    && apt-get install -y --no-install-recommends \
+        ${NV_CUDNN_PACKAGE} \
+        ${NV_CUDNN_PACKAGE_DEV} \
+    && apt-mark hold ${NV_CUDNN_PACKAGE} \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
 
 
 # copy the contents of this repository to the container

From 4592fa166bec599a1cbc676f592d65149e96e16b Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 23 May 2024 11:11:25 -0400
Subject: [PATCH 18/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index ded226a..b36e150 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -10,6 +10,14 @@ ARG TARGETARCH
 LABEL maintainer="NVIDIA CORPORATION <cudatools@nvidia.com>"
 LABEL com.nvidia.cudnn.version=8.9.6.50
 
+# Install necessary tools including curl
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    curl \
+    gnupg \
+    ca-certificates \
+    && rm -rf /var/lib/apt/lists/*
+
+# Add the NVIDIA package repositories
 RUN mkdir -p /etc/apt/keyrings \
     && curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub | gpg --dearmor -o /etc/apt/keyrings/cuda-archive-keyring.gpg \
     && echo "deb [signed-by=/etc/apt/keyrings/cuda-archive-keyring.gpg] https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /" > /etc/apt/sources.list.d/cuda.list \

From b2508d201e4c8709134d8bf82c57ad13886e884b Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 30 May 2024 12:40:18 -0400
Subject: [PATCH 19/25] Update BAZEL_VERSION

---
 Dockerfiles/BAZEL_VERSION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/BAZEL_VERSION b/Dockerfiles/BAZEL_VERSION
index 03f488b..f22d756 100644
--- a/Dockerfiles/BAZEL_VERSION
+++ b/Dockerfiles/BAZEL_VERSION
@@ -1 +1 @@
-5.3.0
+6.5.0

From 6b72c98ac3608a44856bcd67a63fa4bf6093d62a Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 30 May 2024 12:42:00 -0400
Subject: [PATCH 20/25] Update ubuntu-cuda

---
 Dockerfiles/ubuntu-cuda | 32 +-------------------------------
 1 file changed, 1 insertion(+), 31 deletions(-)

diff --git a/Dockerfiles/ubuntu-cuda b/Dockerfiles/ubuntu-cuda
index b36e150..acc2b99 100644
--- a/Dockerfiles/ubuntu-cuda
+++ b/Dockerfiles/ubuntu-cuda
@@ -1,34 +1,4 @@
-FROM nvidia/cuda:12.3.1-devel-ubuntu22.04
-# Set cuDNN environment variables
-ENV NV_CUDNN_VERSION=8.9.6.50
-ENV NV_CUDNN_PACKAGE_NAME=libcudnn8
-ENV NV_CUDNN_PACKAGE=libcudnn8=8.9.6.50-1+cuda12.3
-ENV NV_CUDNN_PACKAGE_DEV=libcudnn8-dev=8.9.6.50-1+cuda12.3
-ARG TARGETARCH
-
-# Set the maintainer label
-LABEL maintainer="NVIDIA CORPORATION <cudatools@nvidia.com>"
-LABEL com.nvidia.cudnn.version=8.9.6.50
-
-# Install necessary tools including curl
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    curl \
-    gnupg \
-    ca-certificates \
-    && rm -rf /var/lib/apt/lists/*
-
-# Add the NVIDIA package repositories
-RUN mkdir -p /etc/apt/keyrings \
-    && curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub | gpg --dearmor -o /etc/apt/keyrings/cuda-archive-keyring.gpg \
-    && echo "deb [signed-by=/etc/apt/keyrings/cuda-archive-keyring.gpg] https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /" > /etc/apt/sources.list.d/cuda.list \
-    && apt-get update \
-    && apt-get install -y --no-install-recommends \
-        ${NV_CUDNN_PACKAGE} \
-        ${NV_CUDNN_PACKAGE_DEV} \
-    && apt-mark hold ${NV_CUDNN_PACKAGE} \
-    && apt-get clean \
-    && rm -rf /var/lib/apt/lists/*
-
+FROM nvidia/cuda:12.3.2-cudnn9-devel-ubuntu22.04
 
 # copy the contents of this repository to the container
 COPY . tensorflow_cc

From 9d4cb5b958879ed93c4c53972b0a4cb9d990247d Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 30 May 2024 12:44:00 -0400
Subject: [PATCH 21/25] Update install-ubuntu.sh

---
 Dockerfiles/install-ubuntu.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfiles/install-ubuntu.sh b/Dockerfiles/install-ubuntu.sh
index 1150bea..17f3c1c 100755
--- a/Dockerfiles/install-ubuntu.sh
+++ b/Dockerfiles/install-ubuntu.sh
@@ -17,7 +17,7 @@ done
 
 if $cuda; then
     # install libcupti
-    apt-get -y install cuda-command-line-tools-11-7
+    apt-get -y install cuda-command-line-tools-12-3
 fi
 
 apt-get -y clean

From 7d7a18deed184864d4eb51a05cc4a3959e267301 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Thu, 30 May 2024 12:44:53 -0400
Subject: [PATCH 22/25] Update PROJECT_VERSION

---
 tensorflow_cc/PROJECT_VERSION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tensorflow_cc/PROJECT_VERSION b/tensorflow_cc/PROJECT_VERSION
index d8b6989..0e7079b 100644
--- a/tensorflow_cc/PROJECT_VERSION
+++ b/tensorflow_cc/PROJECT_VERSION
@@ -1 +1 @@
-2.12.0
+2.16.1

From 3b7f8d34442e9bb53e90a2b7c22bbf829545dca5 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Tue, 2 Jul 2024 11:46:42 -0400
Subject: [PATCH 23/25] Update CMakeLists.txt

change CMAKE_CXX_STANDARD from 14 to 18
---
 tensorflow_cc/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tensorflow_cc/CMakeLists.txt b/tensorflow_cc/CMakeLists.txt
index 9e23a37..72ae550 100644
--- a/tensorflow_cc/CMakeLists.txt
+++ b/tensorflow_cc/CMakeLists.txt
@@ -12,7 +12,7 @@ set(LOCAL_RAM_RESOURCES 4096 CACHE STRING "The amount of local RAM resources pas
 set(LOCAL_CPU_RESOURCES HOST_CPUS CACHE STRING "The amount of local CPU cores passed to bazel scheduler (e.g., 2).")
 set(TENSORFLOW_TAG "v${version}" CACHE STRING "The tensorflow release tag to be checked out (default v${version}).")
 option(INSTALL_PROTOBUF "Install protobuf compatible with tensorflow version." OFF)
-set(CMAKE_CXX_STANDARD 14 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
+set(CMAKE_CXX_STANDARD 18 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
 
 # -------------
 # CMake Options

From 7fd8892e3c9dcf8fad46bb880c13b23ce8737752 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Tue, 2 Jul 2024 12:15:42 -0400
Subject: [PATCH 24/25] Update CMakeLists.txt

---
 tensorflow_cc/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tensorflow_cc/CMakeLists.txt b/tensorflow_cc/CMakeLists.txt
index 72ae550..dce55bc 100644
--- a/tensorflow_cc/CMakeLists.txt
+++ b/tensorflow_cc/CMakeLists.txt
@@ -12,7 +12,7 @@ set(LOCAL_RAM_RESOURCES 4096 CACHE STRING "The amount of local RAM resources pas
 set(LOCAL_CPU_RESOURCES HOST_CPUS CACHE STRING "The amount of local CPU cores passed to bazel scheduler (e.g., 2).")
 set(TENSORFLOW_TAG "v${version}" CACHE STRING "The tensorflow release tag to be checked out (default v${version}).")
 option(INSTALL_PROTOBUF "Install protobuf compatible with tensorflow version." OFF)
-set(CMAKE_CXX_STANDARD 18 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
+set(CMAKE_CXX_STANDARD 20 CACHE STRING "The C++ standard for building and linking the library (e.g., 14).")
 
 # -------------
 # CMake Options

From 93831d1181f6374cdf35365030b2eebc18a90682 Mon Sep 17 00:00:00 2001
From: cloverxqx <154257859+cloverxqx@users.noreply.github.com>
Date: Tue, 2 Jul 2024 12:15:59 -0400
Subject: [PATCH 25/25] Update PROJECT_VERSION

---
 tensorflow_cc/PROJECT_VERSION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tensorflow_cc/PROJECT_VERSION b/tensorflow_cc/PROJECT_VERSION
index 0e7079b..68e69e4 100644
--- a/tensorflow_cc/PROJECT_VERSION
+++ b/tensorflow_cc/PROJECT_VERSION
@@ -1 +1 @@
-2.16.1
+2.15.0