diff --git a/.bazelrc b/.bazelrc
new file mode 100644
index 0000000..f1b4dc6
--- /dev/null
+++ b/.bazelrc
@@ -0,0 +1,22 @@
+build --enable_bzlmod
+
+build -c opt
+
+build --spawn_strategy=standalone
+build --strategy=Genrule=standalone
+build --spawn_strategy=sandboxed
+
+build --cxxopt='-std=c++17'
+build --cxxopt='-D_GLIBCXX_USE_CXX11_ABI=1'
+
+build:test --cxxopt='-DPYBIND11_ABSEIL_STATUS_MODULE_PATH=pybind11_abseil.pybind11_abseil.status'
+
+build:release --cxxopt='-DPYBIND11_ABSEIL_STATUS_MODULE_PATH=pybind11_abseil.status'
+
+build:asan --strip=never
+build:asan --copt -fsanitize=address
+build:asan --copt -DADDRESS_SANITIZER
+build:asan --copt -O1
+build:asan --copt -g
+build:asan --copt -fno-omit-frame-pointer
+build:asan --linkopt -fsanitize=address
\ No newline at end of file
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index fcbef28..7a70091 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -17,7 +17,9 @@
 				"ms-python.python",
 				"ms-vscode.cpptools-extension-pack",
 				"BazelBuild.vscode-bazel",
-				"minherz.copyright-inserter"
+				"minherz.copyright-inserter",
+				"DavidAnson.vscode-markdownlint",
+				"yzhang.markdown-all-in-one"
 			]
 		}
 	},
diff --git a/.gitignore b/.gitignore
index a3a352c..806735a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,9 +2,7 @@ bazel-bin
 bazel-tf-shell
 bazel-out
 bazel-testlogs
-requirements.txt
 __pycache__
-.bazelrc
 **.venv
 *.whl
-MODULE.bazel.lock
+MODULE.bazel.lock
\ No newline at end of file
diff --git a/BUILD b/BUILD
index 7f573b5..b7c235f 100644
--- a/BUILD
+++ b/BUILD
@@ -1,5 +1,9 @@
 load("//:version.bzl", "VERSION_LABEL")
-load("@rules_python//python:pip.bzl", "compile_pip_requirements")
+load("@python_versions//3.8:defs.bzl", compile_pip_requirements_3_8 = "compile_pip_requirements")
+load("@python_versions//3.8:defs.bzl", compile_pip_requirements_3_9 = "compile_pip_requirements")
+load("@python_versions//3.8:defs.bzl", compile_pip_requirements_3_10 = "compile_pip_requirements")
+load("@python_versions//3.8:defs.bzl", compile_pip_requirements_3_11 = "compile_pip_requirements")
+
 load("@pip//:requirements.bzl", "requirement")
 load("@rules_python//python:defs.bzl", "py_binary")
 load("@rules_python//python:packaging.bzl", "py_wheel")
@@ -9,16 +13,43 @@ exports_files([
     "LICENSE",
     "setup.py",
     "requirements.in",
-    "requirements.txt",
+    "requirements_3_8.txt",
+    "requirements_3_9.txt",
+    "requirements_3_10.txt",
+    "requirements_3_11.txt",
     "README.md",
     "DESCRIPTION.md",
 ])
 
-compile_pip_requirements(
-    name = "requirements",
+compile_pip_requirements_3_8(
+    name = "requirements_3_8",
+    extra_args = ["--allow-unsafe"],  # need setuptools
+    requirements_in = "//:requirements.in",
+    requirements_txt = "//:requirements_3_8.txt",
+    visibility = ["//visibility:public"],
+)
+
+compile_pip_requirements_3_9(
+    name = "requirements_3_9",
+    extra_args = ["--allow-unsafe"],  # need setuptools
+    requirements_in = "//:requirements.in",
+    requirements_txt = "//:requirements_3_9.txt",
+    visibility = ["//visibility:public"],
+)
+
+compile_pip_requirements_3_10(
+    name = "requirements_3_10",
+    extra_args = ["--allow-unsafe"],  # need setuptools
+    requirements_in = "//:requirements.in",
+    requirements_txt = "//:requirements_3_10.txt",
+    visibility = ["//visibility:public"],
+)
+
+compile_pip_requirements_3_11(
+    name = "requirements_3_11",
     extra_args = ["--allow-unsafe"],  # need setuptools
     requirements_in = "//:requirements.in",
-    requirements_txt = "//:requirements.txt",
+    requirements_txt = "//:requirements_3_11.txt",
     visibility = ["//visibility:public"],
 )
 
@@ -54,16 +85,31 @@ py_binary(
     ],
 )
 
+py_binary(
+    name = "wheel_rename",
+    srcs = ["//tools:wheel_rename.py"],
+    python_version = "PY3",
+    srcs_version = "PY3",
+    visibility = [
+        "//:__pkg__",
+    ],
+    deps = [
+        requirement("packaging"),
+    ],
+)
+
 py_wheel(
     name = "wheel",
     abi = "ABI",
     author = "Google Inc.",
     author_email = "jchoncholas@google.com",
     classifiers = [
-        "Programming Language :: Python :: 3",
         "Topic :: Security :: Cryptography",
+        "Topic :: Scientific/Engineering :: Artificial Intelligence",
+        "Topic :: Software Development :: Libraries :: Python Modules",
+        "Topic :: Scientific/Engineering :: Mathematics",
     ],
-    description_file = "//:DESCRIPTION.md",
+    description_file = "//:README.md",
     distribution = "tf-shell",
     extra_distinfo_files = {
         "//:LICENSE": "LICENSE",
@@ -82,6 +128,7 @@ py_wheel(
     python_requires = ">=3.8.0",
     python_tag = "INTERPRETER",
     requires = ["tensorflow-cpu==2.13.0"],
+    summary = "TF-Shell: Privacy preserving machine learning with Tensorflow and the SHELL encryption library",
     version = VERSION_LABEL,
     deps = [
         "//shell_ml:shell_ml_pkg",
diff --git a/DESCRIPTION.md b/DESCRIPTION.md
deleted file mode 100644
index 1efdde0..0000000
--- a/DESCRIPTION.md
+++ /dev/null
@@ -1 +0,0 @@
-TFShell: Tensorflow integration for the SHELL encryption library
diff --git a/MODULE.bazel b/MODULE.bazel
index 1035225..29d3cb2 100644
--- a/MODULE.bazel
+++ b/MODULE.bazel
@@ -3,13 +3,77 @@ module(
     version = "0.0.1",
 )
 
-bazel_dep(name = "rules_python", version = "0.23.1")
+hermetic_python_version = "3.11"
+
+hermetic_python_version_short = hermetic_python_version.replace(".", "_")
+
+bazel_dep(name = "rules_python", version = "0.25.0")
+
+python = use_extension("@rules_python//python/extensions:python.bzl", "python")
+python.toolchain(
+    is_default = hermetic_python_version == "3.8",
+    python_version = "3.8",
+)
+python.toolchain(
+    is_default = hermetic_python_version == "3.9",
+    python_version = "3.9",
+)
+python.toolchain(
+    is_default = hermetic_python_version == "3.10",
+    python_version = "3.10",
+)
+python.toolchain(
+    is_default = hermetic_python_version == "3.11",
+    python_version = "3.11",
+)
+use_repo(python,
+    "python_3_8", "python_3_8_x86_64-unknown-linux-gnu", 
+    "python_3_9", "python_3_9_x86_64-unknown-linux-gnu", 
+    "python_3_10", "python_3_10_x86_64-unknown-linux-gnu", 
+    "python_3_11", "python_3_11_x86_64-unknown-linux-gnu", 
+    "python_versions")
 
 pip = use_extension("@rules_python//python/extensions:pip.bzl", "pip")
 pip.parse(
-    name = "pip",
-    requirements_lock = "//:requirements.txt",
+    hub_name = "pip",
+    python_version = "3.8",
+    requirements_lock = "//:requirements_3_8.txt",
+)
+pip.parse(
+    hub_name = "pip",
+    python_version = "3.9",
+    requirements_lock = "//:requirements_3_9.txt",
+)
+pip.parse(
+    hub_name = "pip",
+    python_version = "3.10",
+    requirements_lock = "//:requirements_3_10.txt",
+)
+pip.parse(
+    hub_name = "pip",
+    python_version = "3.11",
+    requirements_lock = "//:requirements_3_11.txt",
 )
 use_repo(pip, "pip")
 
 bazel_dep(name = "buildifier_prebuilt", version = "6.1.0", dev_dependency = True)
+
+
+bazel_dep(name = "pybind11_bazel", version = "2.11.1")
+python_configure = use_extension("@pybind11_bazel//:python_configure.bzl", "extension")
+
+#python_configure.toolchain(python_interpreter_target = "@python_versions//3.11:defs.bzl")
+#  above points to $(bazel info output_base)/external/rules_python~0.25.0~python~python_versions/3.11/defs.bzl
+#  and loads the repo @python_3_11//:defs
+#python_configure.toolchain(python_interpreter_target = "@python_3_11//:defs.bzl")
+#  above points to ""
+#  and says the interpreter is "@python_3_11_x86_64-unknown-linux-gnu//:bin/python3"
+# the above repo must be in the use_repo statement of rules_python
+# something like below would be much better but I don't know how to get a
+# plain old variable from a modules bzl file in this context.
+#load("@python_3_11//:defs.bzl", "interpreter")
+python_configure.toolchain(
+    python_interpreter_target = "@python_" + hermetic_python_version_short + "_x86_64-unknown-linux-gnu//:bin/python3"
+)
+
+use_repo(python_configure, "local_config_python", "pybind11")
\ No newline at end of file
diff --git a/README.md b/README.md
index acc1367..8e873fb 100644
--- a/README.md
+++ b/README.md
@@ -6,15 +6,16 @@ homomorphic encryption via the
 
 This is not an officially supported Google product.
 
-
 ## Getting Started
+
 ```bash
 pip install tf-shell
 ```
-See `./examples/` for how to use the library.
 
+See `./examples/` for how to use the library.
 
 ## Background
+
 Homomorphic encryption allows computation on encrypted data. For example, given
 two ciphertexts `a` and `b` representing the numbers `3` and `4`, respectively,
 one can compute a ciphertext `c` representing the number `7` without decrypting
@@ -29,8 +30,8 @@ ciphertexts with arbitrary depth. That said, because machine learning models are
 of bounded depth, the performance benefits of leveled schemes (without
 bootstrapping, e.g. SHELL) outweight limitations in circuit depth.
 
-
 ## Design
+
 This library has two modules, `shell_tensor` which supports Tensorflow Tensors
 containing ciphertexts with homomorphic properties, and `shell_ml` some (very)
 simple machine learning tools supporting privacy preserving training.
@@ -41,47 +42,43 @@ party who holds the features would like to train a model without learning the
 labels. The resultant trained model is differentially private with respect to
 the labels.
 
-
 ## Building
 
-
 ### Build From Source
-1. Install Bazelisk and python3 or use the devcontainer
 
-2. Install requriements
+1. Install Bazelisk and python3 or use the devcontainer.
+
+2. Run the tests.
+
     ```bash
-    python -m venv .venv
-    source .venv/bin/activate
-    echo "build --enable_bzlmod" >> .bazelrc
-    [ -f ./requirements.txt ] || ( touch requirements.txt && bazelisk run //:requirements.update )
-    pip install --require-hashes --no-deps -r requirements.txt
+    bazelisk test --config test ...
     ```
 
-3. Setup tensorflow
+3. Build the code.
+
     ```bash
-    export TF_NEED_CUDA=0
-    export PIP_MANYLINUX2010=1
-    export TF_CUDA_VERSION=10.1
-    ./configure_bazelrc.sh
+    bazelisk build --config release //:wheel
+    bazelisk run //:wheel_rename
     ```
 
-3. Build
+4. (Optional) Install the wheel, e.g. to try out the `./examples/`.
+    You may first need to copy the wheel out of the devcontainer's filesystem.
+
     ```bash
-    bazelisk build --config release //:wheel
-    python tools/wheel_rename.py
-    cp -f bazel-bin/*-*-cp*.whl ./ # copy out of devcontainer fs
+    cp -f bazel-bin/*.whl ./ # run in devcontainer
     ```
 
-3. Install build artifact in a new venv, e.g. to try out the `./examples/`.
+    Then install.
+
     ```bash
-    pip install bazel-bin/tf-shell-...-manylinux.whl
+    pip install tf_shell-...-manylinux.whl
     ```
 
 Note the cpython api is not compatible across minor python versions (e.g. 3.10,
 3.11) so the wheel must be rebuilt for each python version.
 
-
 ### Code Formatters and Counters
+
 ```bash
 bazelisk run //:bazel_formatter
 bazelisk run //:python_formatter
@@ -92,14 +89,17 @@ bazelisk run //:clang_formatter
 cloc ./ --fullpath --not-match-d='/(bazel-.*|.*\.venv)/'
 ```
 
-
 ### Update Python Dependencies
+
 ```bash
-bazelisk run //:requirements.update
+for ver in 3_8 3_9 3_10 3_11; do
+  touch requirements_${ver}.txt
+  bazelisk run //:requirements_${ver}.update
+done
 ```
 
-
 ### PyPI Package
+
 ```bash
 bazelisk build -c opt //:wheel
 python wheel_rename.py
@@ -111,17 +111,14 @@ export TWINE_CERT
 twine upload
 ```
 
-
 ## Contributing
 
 See [`CONTRIBUTING.md`](CONTRIBUTING.md) for details.
 
-
 ## License
 
 Apache 2.0; see [`LICENSE`](LICENSE) for details.
 
-
 ## Disclaimer
 
 This project is not an official Google project. It is not supported by
diff --git a/WORKSPACE b/WORKSPACE
index 960aa4c..5f8ceea 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -3,26 +3,6 @@ workspace(name = "tf_shell")
 load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
 load("@bazel_tools//tools/build_defs/repo:git.bzl", "git_repository")
 
-# pybind is not in bazel central registry yet
-http_archive(
-    name = "pybind11_bazel",
-    sha256 = "b72c5b44135b90d1ffaba51e08240be0b91707ac60bea08bb4d84b47316211bb",
-    strip_prefix = "pybind11_bazel-b162c7c88a253e3f6b673df0c621aca27596ce6b",
-    urls = ["https://github.com/pybind/pybind11_bazel/archive/b162c7c88a253e3f6b673df0c621aca27596ce6b.zip"],
-)
-
-http_archive(
-    name = "pybind11",
-    build_file = "@pybind11_bazel//:pybind11.BUILD",
-    sha256 = "7af30a84c6810e721829c4646e31927af9d8861e085aa5dd37c3c8b8169fcda1",
-    strip_prefix = "pybind11-2.11.0",
-    urls = ["https://github.com/pybind/pybind11/archive/v2.11.0.tar.gz"],
-)
-
-load("@pybind11_bazel//:python_configure.bzl", "python_configure")
-
-python_configure(name = "local_config_python")
-
 # requires pybind >= 2.11.0
 git_repository(
     name = "pybind11_abseil",
@@ -30,10 +10,6 @@ git_repository(
     remote = "https://github.com/pybind/pybind11_abseil.git",
 )
 
-load("//tf:tf_configure.bzl", "tf_configure")
-
-tf_configure(name = "local_config_tf")
-
 http_archive(
     name = "shell_encryption",
     sha256 = "8b45d1e511c4f259e67205aa9ea45176a866b704346ef346b15a783d11fe2567",
diff --git a/configure_bazelrc.sh b/configure_bazelrc.sh
deleted file mode 100755
index be4bec3..0000000
--- a/configure_bazelrc.sh
+++ /dev/null
@@ -1,231 +0,0 @@
-#!/bin/bash -eu
-#
-# This file originally came from from tensorflow's example custom op repository
-# available here:
-# https://github.com/tensorflow/custom-op/blob/3799c2d6f21b8ff69e70b1dbcf2a3b5f631d6e56/configure.sh
-# The original license is below:
-#
-# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
-#
-# Licensed 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.
-# ==============================================================================
-#
-PLATFORM="$(uname -s | tr 'A-Z' 'a-z')"
-PIP="pip3"
-
-function write_to_bazelrc() {
-  echo "$1" >> .bazelrc
-}
-
-function write_action_env_to_bazelrc() {
-  write_to_bazelrc "build --action_env $1=\"$2\""
-}
-
-function is_linux() {
-  [[ "${PLATFORM}" == "linux" ]]
-}
-
-function is_macos() {
-  [[ "${PLATFORM}" == "darwin" ]]
-}
-
-function is_windows() {
-  # On windows, the shell script is actually running in msys
-  [[ "${PLATFORM}" =~ msys_nt*|mingw*|cygwin*|uwin* ]]
-}
-
-function is_ppc64le() {
-  [[ "$(uname -m)" == "ppc64le" ]]
-}
-
-
-# Remove .bazelrc if it already exist
-[ -e .bazelrc ] && rm .bazelrc
-
-# Check if we are building GPU or CPU ops, default CPU
-while [[ "$TF_NEED_CUDA" == "" ]]; do
-  read -p "Do you want to build ops again TensorFlow CPU pip package?"\
-" Y or enter for CPU (tensorflow-cpu), N for GPU (tensorflow). [Y/n] " INPUT
-  case $INPUT in
-    [Yy]* ) echo "Build with CPU pip package."; TF_NEED_CUDA=0;;
-    [Nn]* ) echo "Build with GPU pip package."; TF_NEED_CUDA=1;;
-    "" ) echo "Build with CPU pip package."; TF_NEED_CUDA=0;;
-    * ) echo "Invalid selection: " $INPUT;;
-  esac
-done
-
-# Check if we are building against manylinux1 or manylinux2010 pip package,
-# default manylinux2010
-if is_windows; then
-  echo "On windows, skipping toolchain flags.."
-  PIP_MANYLINUX2010=0
-else
-  while [[ "$PIP_MANYLINUX2010" == "" ]]; do
-    read -p "Does the pip package have tag manylinux2010 (usually the case for nightly release after Aug 1, 2019, or official releases past 1.14.0)?. Y or enter for manylinux2010, N for manylinux1. [Y/n] " INPUT
-    case $INPUT in
-      [Yy]* ) PIP_MANYLINUX2010=1;;
-      [Nn]* ) PIP_MANYLINUX2010=0;;
-      "" ) PIP_MANYLINUX2010=1;;
-      * ) echo "Invalid selection: " $INPUT;;
-    esac
-  done
-fi
-
-while [[ "$TF_CUDA_VERSION" == "" ]]; do
-  read -p "Are you building against TensorFlow 2.1(including RCs) or newer?[Y/n] " INPUT
-  case $INPUT in
-    [Yy]* ) echo "Build against TensorFlow 2.1 or newer."; TF_CUDA_VERSION=10.1;;
-    [Nn]* ) echo "Build against TensorFlow <2.1."; TF_CUDA_VERSION=10.0;;
-    "" ) echo "Build against TensorFlow 2.1 or newer."; TF_CUDA_VERSION=10.1;;
-    * ) echo "Invalid selection: " $INPUT;;
-  esac
-done
-
-
-# CPU
-if [[ "$TF_NEED_CUDA" == "0" ]]; then
-
-  # Check if it's installed
-  if [[ $(${PIP} show tensorflow-cpu) == *tensorflow-cpu* ]] || [[ $(${PIP} show tf-nightly-cpu) == *tf-nightly-cpu* ]] ; then
-    echo 'Using installed tensorflow'
-  else
-    # Uninstall GPU version if it is installed.
-    if [[ $(${PIP} show tensorflow) == *tensorflow* ]]; then
-      echo 'Already have gpu version of tensorflow installed. Uninstalling......\n'
-      ${PIP} uninstall tensorflow
-    elif [[ $(${PIP} show tf-nightly) == *tf-nightly* ]]; then
-      echo 'Already have gpu version of tensorflow installed. Uninstalling......\n'
-      ${PIP} uninstall tf-nightly
-    fi
-    # Install CPU version
-    echo 'Installing tensorflow-cpu......\n'
-    ${PIP} install tensorflow-cpu
-  fi
-
-else
-
-  # Check if it's installed
-   if [[ $(${PIP} show tensorflow) == *tensorflow* ]] || [[ $(${PIP} show tf-nightly) == *tf-nightly* ]]; then
-    echo 'Using installed tensorflow'
-  else
-    # Uninstall CPU version if it is installed.
-    if [[ $(${PIP} show tensorflow-cpu) == *tensorflow-cpu* ]]; then
-      echo 'Already have tensorflow non-gpu installed. Uninstalling......\n'
-      ${PIP} uninstall tensorflow
-    elif [[ $(${PIP} show tf-nightly-cpu) == *tf-nightly-cpu* ]]; then
-      echo 'Already have tensorflow non-gpu installed. Uninstalling......\n'
-      ${PIP} uninstall tf-nightly
-    fi
-    # Install GPU version
-    echo 'Installing tensorflow .....\n'
-    ${PIP} install tensorflow
-  fi
-fi
-
-
-TF_CFLAGS=( $(python3 -c 'import tensorflow as tf; print(" ".join(tf.sysconfig.get_compile_flags()))') )
-TF_LFLAGS="$(python3 -c 'import tensorflow as tf; print(" ".join(tf.sysconfig.get_link_flags()))')"
-
-write_to_bazelrc "build:cuda --define=using_cuda=true --define=using_cuda_nvcc=true"
-if [[ "$PIP_MANYLINUX2010" == "0" ]]; then
-  write_to_bazelrc "build:cuda --crosstool_top=@local_config_cuda//crosstool:toolchain"
-fi
-# Add Ubuntu toolchain flags
-# if is_linux; then
-#   write_to_bazelrc "build:manylinux2010cuda100 --crosstool_top=//third_party/toolchains/preconfig/ubuntu16.04/gcc7_manylinux2010-nvcc-cuda10.0:toolchain"
-#   write_to_bazelrc "build:manylinux2010cuda101 --crosstool_top=//third_party/toolchains/preconfig/ubuntu16.04/gcc7_manylinux2010-nvcc-cuda10.1:toolchain"
-# fi
-write_to_bazelrc "build --spawn_strategy=standalone"
-write_to_bazelrc "build --strategy=Genrule=standalone"
-write_to_bazelrc "build -c opt"
-
-# MSVC (Windows): Standards-conformant preprocessor mode
-# See https://docs.microsoft.com/en-us/cpp/preprocessor/preprocessor-experimental-overview
-if is_windows; then
-  write_to_bazelrc "build --copt=/experimental:preprocessor"
-  write_to_bazelrc "build --host_copt=/experimental:preprocessor"
-fi
-
-if is_windows; then
-  # Use pywrap_tensorflow instead of tensorflow_framework on Windows
-  SHARED_LIBRARY_DIR=${TF_CFLAGS:2:-7}"python"
-else
-  SHARED_LIBRARY_DIR=${TF_LFLAGS:2}
-fi
-SHARED_LIBRARY_NAME=$(echo $TF_LFLAGS | rev | cut -d":" -f1 | rev)
-if ! [[ $TF_LFLAGS =~ .*:.* ]]; then
-  if is_macos; then
-    SHARED_LIBRARY_NAME="libtensorflow_framework.dylib"
-  elif is_windows; then
-    # Use pywrap_tensorflow's import library on Windows. It is in the same dir as the dll/pyd.
-    SHARED_LIBRARY_NAME="_pywrap_tensorflow_internal.lib"
-  else
-    SHARED_LIBRARY_NAME="libtensorflow_framework.so"
-  fi
-fi
-
-HEADER_DIR=${TF_CFLAGS:2}
-if is_windows; then
-  SHARED_LIBRARY_DIR=${SHARED_LIBRARY_DIR//\\//}
-  SHARED_LIBRARY_NAME=${SHARED_LIBRARY_NAME//\\//}
-  HEADER_DIR=${HEADER_DIR//\\//}
-fi
-write_action_env_to_bazelrc "TF_HEADER_DIR" ${HEADER_DIR}
-write_action_env_to_bazelrc "TF_SHARED_LIBRARY_DIR" ${SHARED_LIBRARY_DIR}
-write_action_env_to_bazelrc "TF_SHARED_LIBRARY_NAME" ${SHARED_LIBRARY_NAME}
-write_action_env_to_bazelrc "TF_NEED_CUDA" ${TF_NEED_CUDA}
-
-# TODO(yifeif): do not hardcode path
-if [[ "$TF_NEED_CUDA" == "1" ]]; then
-  write_action_env_to_bazelrc "TF_CUDA_VERSION" ${TF_CUDA_VERSION}
-  write_action_env_to_bazelrc "TF_CUDNN_VERSION" "7"
-  if is_windows; then
-    write_action_env_to_bazelrc "CUDNN_INSTALL_PATH" "C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v${TF_CUDA_VERSION}"
-    write_action_env_to_bazelrc "CUDA_TOOLKIT_PATH" "C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v${TF_CUDA_VERSION}"
-  else
-    write_action_env_to_bazelrc "CUDNN_INSTALL_PATH" "/usr/lib/x86_64-linux-gnu"
-    write_action_env_to_bazelrc "CUDA_TOOLKIT_PATH" "/usr/local/cuda"
-  fi
-  write_to_bazelrc "build --config=cuda"
-  write_to_bazelrc "test --config=cuda"
-fi
-
-# if [[ "$PIP_MANYLINUX2010" == "1" ]]; then
-#   if [[ "$TF_CUDA_VERSION" == "10.0" ]]; then
-#     write_to_bazelrc "build --config=manylinux2010cuda100"
-#     write_to_bazelrc "test --config=manylinux2010cuda100"
-#   else
-#     write_to_bazelrc "build --config=manylinux2010cuda101"
-#     write_to_bazelrc "test --config=manylinux2010cuda101"
-#   fi
-# fi
-
-write_to_bazelrc "build --enable_bzlmod"
-write_to_bazelrc "build --cxxopt='-std=c++17'"
-write_to_bazelrc "build --cxxopt='-DPYBIND11_ABSEIL_STATUS_MODULE_PATH=pybind11_abseil.pybind11_abseil.status'"
-
-# Known issue with transitive dependencies https://github.com/bazelbuild/bazel/issues/15359
-write_to_bazelrc "build --spawn_strategy=sandboxed"
-
-# allows compiling with -c dbg --config=asan
-write_to_bazelrc "build:asan --strip=never"
-write_to_bazelrc "build:asan --copt -fsanitize=address"
-write_to_bazelrc "build:asan --copt -DADDRESS_SANITIZER"
-write_to_bazelrc "build:asan --copt -O1"
-write_to_bazelrc "build:asan --copt -g"
-write_to_bazelrc "build:asan --copt -fno-omit-frame-pointer"
-write_to_bazelrc "build:asan --linkopt -fsanitize=address"
-
-# Module import path changes depending on if imported in bazel tests or in
-# the released and pip installed wheel.
-write_to_bazelrc "build:release --cxxopt='-DPYBIND11_ABSEIL_STATUS_MODULE_PATH=pybind11_abseil.status'"
\ No newline at end of file
diff --git a/requirements.in b/requirements.in
index 02045d9..5f76947 100644
--- a/requirements.in
+++ b/requirements.in
@@ -1,2 +1,2 @@
 tensorflow-cpu==2.13.0
-black==23.7.0
+black==23.9.1
diff --git a/requirements_3_10.txt b/requirements_3_10.txt
new file mode 100644
index 0000000..3097b62
--- /dev/null
+++ b/requirements_3_10.txt
@@ -0,0 +1,586 @@
+#
+# This file is autogenerated by pip-compile with Python 3.8
+# by the following command:
+#
+#    bazel run //:requirements_3_10.update
+#
+absl-py==2.0.0 \
+    --hash=sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3 \
+    --hash=sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+astunparse==1.6.3 \
+    --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
+    --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
+    # via tensorflow-cpu
+black==23.9.1 \
+    --hash=sha256:031e8c69f3d3b09e1aa471a926a1eeb0b9071f80b17689a655f7885ac9325a6f \
+    --hash=sha256:13a2e4a93bb8ca74a749b6974925c27219bb3df4d42fc45e948a5d9feb5122b7 \
+    --hash=sha256:13ef033794029b85dfea8032c9d3b92b42b526f1ff4bf13b2182ce4e917f5100 \
+    --hash=sha256:14f04c990259576acd093871e7e9b14918eb28f1866f91968ff5524293f9c573 \
+    --hash=sha256:24b6b3ff5c6d9ea08a8888f6977eae858e1f340d7260cf56d70a49823236b62d \
+    --hash=sha256:403397c033adbc45c2bd41747da1f7fc7eaa44efbee256b53842470d4ac5a70f \
+    --hash=sha256:50254ebfa56aa46a9fdd5d651f9637485068a1adf42270148cd101cdf56e0ad9 \
+    --hash=sha256:538efb451cd50f43aba394e9ec7ad55a37598faae3348d723b59ea8e91616300 \
+    --hash=sha256:638619a559280de0c2aa4d76f504891c9860bb8fa214267358f0a20f27c12948 \
+    --hash=sha256:6a3b50e4b93f43b34a9d3ef00d9b6728b4a722c997c99ab09102fd5efdb88325 \
+    --hash=sha256:6ccd59584cc834b6d127628713e4b6b968e5f79572da66284532525a042549f9 \
+    --hash=sha256:75a2dc41b183d4872d3a500d2b9c9016e67ed95738a3624f4751a0cb4818fe71 \
+    --hash=sha256:7d30ec46de88091e4316b17ae58bbbfc12b2de05e069030f6b747dfc649ad186 \
+    --hash=sha256:8431445bf62d2a914b541da7ab3e2b4f3bc052d2ccbf157ebad18ea126efb91f \
+    --hash=sha256:8fc1ddcf83f996247505db6b715294eba56ea9372e107fd54963c7553f2b6dfe \
+    --hash=sha256:a732b82747235e0542c03bf352c126052c0fbc458d8a239a94701175b17d4855 \
+    --hash=sha256:adc3e4442eef57f99b5590b245a328aad19c99552e0bdc7f0b04db6656debd80 \
+    --hash=sha256:c46767e8df1b7beefb0899c4a95fb43058fa8500b6db144f4ff3ca38eb2f6393 \
+    --hash=sha256:c619f063c2d68f19b2d7270f4cf3192cb81c9ec5bc5ba02df91471d0b88c4c5c \
+    --hash=sha256:cf3a4d00e4cdb6734b64bf23cd4341421e8953615cba6b3670453737a72ec204 \
+    --hash=sha256:cf99f3de8b3273a8317681d8194ea222f10e0133a24a7548c73ce44ea1679377 \
+    --hash=sha256:d6bc09188020c9ac2555a498949401ab35bb6bf76d4e0f8ee251694664df6301
+    # via -r requirements.in
+cachetools==5.3.1 \
+    --hash=sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590 \
+    --hash=sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b
+    # via google-auth
+certifi==2023.7.22 \
+    --hash=sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082 \
+    --hash=sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9
+    # via requests
+charset-normalizer==3.2.0 \
+    --hash=sha256:04e57ab9fbf9607b77f7d057974694b4f6b142da9ed4a199859d9d4d5c63fe96 \
+    --hash=sha256:09393e1b2a9461950b1c9a45d5fd251dc7c6f228acab64da1c9c0165d9c7765c \
+    --hash=sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710 \
+    --hash=sha256:1000fba1057b92a65daec275aec30586c3de2401ccdcd41f8a5c1e2c87078706 \
+    --hash=sha256:1249cbbf3d3b04902ff081ffbb33ce3377fa6e4c7356f759f3cd076cc138d020 \
+    --hash=sha256:1920d4ff15ce893210c1f0c0e9d19bfbecb7983c76b33f046c13a8ffbd570252 \
+    --hash=sha256:193cbc708ea3aca45e7221ae58f0fd63f933753a9bfb498a3b474878f12caaad \
+    --hash=sha256:1a100c6d595a7f316f1b6f01d20815d916e75ff98c27a01ae817439ea7726329 \
+    --hash=sha256:1f30b48dd7fa1474554b0b0f3fdfdd4c13b5c737a3c6284d3cdc424ec0ffff3a \
+    --hash=sha256:203f0c8871d5a7987be20c72442488a0b8cfd0f43b7973771640fc593f56321f \
+    --hash=sha256:246de67b99b6851627d945db38147d1b209a899311b1305dd84916f2b88526c6 \
+    --hash=sha256:2dee8e57f052ef5353cf608e0b4c871aee320dd1b87d351c28764fc0ca55f9f4 \
+    --hash=sha256:2efb1bd13885392adfda4614c33d3b68dee4921fd0ac1d3988f8cbb7d589e72a \
+    --hash=sha256:2f4ac36d8e2b4cc1aa71df3dd84ff8efbe3bfb97ac41242fbcfc053c67434f46 \
+    --hash=sha256:3170c9399da12c9dc66366e9d14da8bf7147e1e9d9ea566067bbce7bb74bd9c2 \
+    --hash=sha256:3b1613dd5aee995ec6d4c69f00378bbd07614702a315a2cf6c1d21461fe17c23 \
+    --hash=sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace \
+    --hash=sha256:3bb7fda7260735efe66d5107fb7e6af6a7c04c7fce9b2514e04b7a74b06bf5dd \
+    --hash=sha256:41b25eaa7d15909cf3ac4c96088c1f266a9a93ec44f87f1d13d4a0e86c81b982 \
+    --hash=sha256:45de3f87179c1823e6d9e32156fb14c1927fcc9aba21433f088fdfb555b77c10 \
+    --hash=sha256:46fb8c61d794b78ec7134a715a3e564aafc8f6b5e338417cb19fe9f57a5a9bf2 \
+    --hash=sha256:48021783bdf96e3d6de03a6e39a1171ed5bd7e8bb93fc84cc649d11490f87cea \
+    --hash=sha256:4957669ef390f0e6719db3613ab3a7631e68424604a7b448f079bee145da6e09 \
+    --hash=sha256:5e86d77b090dbddbe78867a0275cb4df08ea195e660f1f7f13435a4649e954e5 \
+    --hash=sha256:6339d047dab2780cc6220f46306628e04d9750f02f983ddb37439ca47ced7149 \
+    --hash=sha256:681eb3d7e02e3c3655d1b16059fbfb605ac464c834a0c629048a30fad2b27489 \
+    --hash=sha256:6c409c0deba34f147f77efaa67b8e4bb83d2f11c8806405f76397ae5b8c0d1c9 \
+    --hash=sha256:7095f6fbfaa55defb6b733cfeb14efaae7a29f0b59d8cf213be4e7ca0b857b80 \
+    --hash=sha256:70c610f6cbe4b9fce272c407dd9d07e33e6bf7b4aa1b7ffb6f6ded8e634e3592 \
+    --hash=sha256:72814c01533f51d68702802d74f77ea026b5ec52793c791e2da806a3844a46c3 \
+    --hash=sha256:7a4826ad2bd6b07ca615c74ab91f32f6c96d08f6fcc3902ceeedaec8cdc3bcd6 \
+    --hash=sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed \
+    --hash=sha256:855eafa5d5a2034b4621c74925d89c5efef61418570e5ef9b37717d9c796419c \
+    --hash=sha256:8700f06d0ce6f128de3ccdbc1acaea1ee264d2caa9ca05daaf492fde7c2a7200 \
+    --hash=sha256:89f1b185a01fe560bc8ae5f619e924407efca2191b56ce749ec84982fc59a32a \
+    --hash=sha256:8b2c760cfc7042b27ebdb4a43a4453bd829a5742503599144d54a032c5dc7e9e \
+    --hash=sha256:8c2f5e83493748286002f9369f3e6607c565a6a90425a3a1fef5ae32a36d749d \
+    --hash=sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6 \
+    --hash=sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623 \
+    --hash=sha256:95eb302ff792e12aba9a8b8f8474ab229a83c103d74a750ec0bd1c1eea32e669 \
+    --hash=sha256:9bd9b3b31adcb054116447ea22caa61a285d92e94d710aa5ec97992ff5eb7cf3 \
+    --hash=sha256:9e608aafdb55eb9f255034709e20d5a83b6d60c054df0802fa9c9883d0a937aa \
+    --hash=sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9 \
+    --hash=sha256:a386ebe437176aab38c041de1260cd3ea459c6ce5263594399880bbc398225b2 \
+    --hash=sha256:a38856a971c602f98472050165cea2cdc97709240373041b69030be15047691f \
+    --hash=sha256:a401b4598e5d3f4a9a811f3daf42ee2291790c7f9d74b18d75d6e21dda98a1a1 \
+    --hash=sha256:a7647ebdfb9682b7bb97e2a5e7cb6ae735b1c25008a70b906aecca294ee96cf4 \
+    --hash=sha256:aaf63899c94de41fe3cf934601b0f7ccb6b428c6e4eeb80da72c58eab077b19a \
+    --hash=sha256:b0dac0ff919ba34d4df1b6131f59ce95b08b9065233446be7e459f95554c0dc8 \
+    --hash=sha256:baacc6aee0b2ef6f3d308e197b5d7a81c0e70b06beae1f1fcacffdbd124fe0e3 \
+    --hash=sha256:bf420121d4c8dce6b889f0e8e4ec0ca34b7f40186203f06a946fa0276ba54029 \
+    --hash=sha256:c04a46716adde8d927adb9457bbe39cf473e1e2c2f5d0a16ceb837e5d841ad4f \
+    --hash=sha256:c0b21078a4b56965e2b12f247467b234734491897e99c1d51cee628da9786959 \
+    --hash=sha256:c1c76a1743432b4b60ab3358c937a3fe1341c828ae6194108a94c69028247f22 \
+    --hash=sha256:c4983bf937209c57240cff65906b18bb35e64ae872da6a0db937d7b4af845dd7 \
+    --hash=sha256:c4fb39a81950ec280984b3a44f5bd12819953dc5fa3a7e6fa7a80db5ee853952 \
+    --hash=sha256:c57921cda3a80d0f2b8aec7e25c8aa14479ea92b5b51b6876d975d925a2ea346 \
+    --hash=sha256:c8063cf17b19661471ecbdb3df1c84f24ad2e389e326ccaf89e3fb2484d8dd7e \
+    --hash=sha256:ccd16eb18a849fd8dcb23e23380e2f0a354e8daa0c984b8a732d9cfaba3a776d \
+    --hash=sha256:cd6dbe0238f7743d0efe563ab46294f54f9bc8f4b9bcf57c3c666cc5bc9d1299 \
+    --hash=sha256:d62e51710986674142526ab9f78663ca2b0726066ae26b78b22e0f5e571238dd \
+    --hash=sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a \
+    --hash=sha256:e03b8895a6990c9ab2cdcd0f2fe44088ca1c65ae592b8f795c3294af00a461c3 \
+    --hash=sha256:e1c8a2f4c69e08e89632defbfabec2feb8a8d99edc9f89ce33c4b9e36ab63037 \
+    --hash=sha256:e4b749b9cc6ee664a3300bb3a273c1ca8068c46be705b6c31cf5d276f8628a94 \
+    --hash=sha256:e6a5bf2cba5ae1bb80b154ed68a3cfa2fa00fde979a7f50d6598d3e17d9ac20c \
+    --hash=sha256:e857a2232ba53ae940d3456f7533ce6ca98b81917d47adc3c7fd55dad8fab858 \
+    --hash=sha256:ee4006268ed33370957f55bf2e6f4d263eaf4dc3cfc473d1d90baff6ed36ce4a \
+    --hash=sha256:eef9df1eefada2c09a5e7a40991b9fc6ac6ef20b1372abd48d2794a316dc0449 \
+    --hash=sha256:f058f6963fd82eb143c692cecdc89e075fa0828db2e5b291070485390b2f1c9c \
+    --hash=sha256:f25c229a6ba38a35ae6e25ca1264621cc25d4d38dca2942a7fce0b67a4efe918 \
+    --hash=sha256:f2a1d0fd4242bd8643ce6f98927cf9c04540af6efa92323e9d3124f57727bfc1 \
+    --hash=sha256:f7560358a6811e52e9c4d142d497f1a6e10103d3a6881f18d04dbce3729c0e2c \
+    --hash=sha256:f779d3ad205f108d14e99bb3859aa7dd8e9c68874617c72354d7ecaec2a054ac \
+    --hash=sha256:f87f746ee241d30d6ed93969de31e5ffd09a2961a051e60ae6bddde9ec3583aa
+    # via requests
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via black
+flatbuffers==23.5.26 \
+    --hash=sha256:9ea1144cac05ce5d86e2859f431c6cd5e66cd9c78c558317c7955fb8d4c78d89 \
+    --hash=sha256:c0ff356da363087b915fde4b8b45bdda73432fc17cddb3c8157472eab1422ad1
+    # via tensorflow-cpu
+gast==0.4.0 \
+    --hash=sha256:40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1 \
+    --hash=sha256:b7adcdd5adbebf1adf17378da5ba3f543684dbec47b1cda1f3997e573cd542c4
+    # via tensorflow-cpu
+google-auth==2.23.0 \
+    --hash=sha256:2cec41407bd1e207f5b802638e32bb837df968bb5c05f413d0fa526fac4cf7a7 \
+    --hash=sha256:753a26312e6f1eaeec20bc6f2644a10926697da93446e1f8e24d6d32d45a922a
+    # via
+    #   google-auth-oauthlib
+    #   tensorboard
+google-auth-oauthlib==1.0.0 \
+    --hash=sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb \
+    --hash=sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5
+    # via tensorboard
+google-pasta==0.2.0 \
+    --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
+    --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
+    --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
+    # via tensorflow-cpu
+grpcio==1.58.0 \
+    --hash=sha256:002f228d197fea12797a14e152447044e14fb4fdb2eb5d6cfa496f29ddbf79ef \
+    --hash=sha256:039003a5e0ae7d41c86c768ef8b3ee2c558aa0a23cf04bf3c23567f37befa092 \
+    --hash=sha256:09206106848462763f7f273ca93d2d2d4d26cab475089e0de830bb76be04e9e8 \
+    --hash=sha256:128eb1f8e70676d05b1b0c8e6600320fc222b3f8c985a92224248b1367122188 \
+    --hash=sha256:1c1c5238c6072470c7f1614bf7c774ffde6b346a100521de9ce791d1e4453afe \
+    --hash=sha256:1ed979b273a81de36fc9c6716d9fb09dd3443efa18dcc8652501df11da9583e9 \
+    --hash=sha256:201e550b7e2ede113b63e718e7ece93cef5b0fbf3c45e8fe4541a5a4305acd15 \
+    --hash=sha256:212f38c6a156862098f6bdc9a79bf850760a751d259d8f8f249fc6d645105855 \
+    --hash=sha256:24765a627eb4d9288ace32d5104161c3654128fe27f2808ecd6e9b0cfa7fc8b9 \
+    --hash=sha256:24edec346e69e672daf12b2c88e95c6f737f3792d08866101d8c5f34370c54fd \
+    --hash=sha256:2ef8d4a76d2c7d8065aba829f8d0bc0055495c998dce1964ca5b302d02514fb3 \
+    --hash=sha256:2f85f87e2f087d9f632c085b37440a3169fda9cdde80cb84057c2fc292f8cbdf \
+    --hash=sha256:3886b4d56bd4afeac518dbc05933926198aa967a7d1d237a318e6fbc47141577 \
+    --hash=sha256:3e6bebf1dfdbeb22afd95650e4f019219fef3ab86d3fca8ebade52e4bc39389a \
+    --hash=sha256:458899d2ebd55d5ca2350fd3826dfd8fcb11fe0f79828ae75e2b1e6051d50a29 \
+    --hash=sha256:4891bbb4bba58acd1d620759b3be11245bfe715eb67a4864c8937b855b7ed7fa \
+    --hash=sha256:4b12754af201bb993e6e2efd7812085ddaaef21d0a6f0ff128b97de1ef55aa4a \
+    --hash=sha256:532410c51ccd851b706d1fbc00a87be0f5312bd6f8e5dbf89d4e99c7f79d7499 \
+    --hash=sha256:5b23d75e5173faa3d1296a7bedffb25afd2fddb607ef292dfc651490c7b53c3d \
+    --hash=sha256:62831d5e251dd7561d9d9e83a0b8655084b2a1f8ea91e4bd6b3cedfefd32c9d2 \
+    --hash=sha256:652978551af02373a5a313e07bfef368f406b5929cf2d50fa7e4027f913dbdb4 \
+    --hash=sha256:6801ff6652ecd2aae08ef994a3e49ff53de29e69e9cd0fd604a79ae4e545a95c \
+    --hash=sha256:6cba491c638c76d3dc6c191d9c75041ca5b8f5c6de4b8327ecdcab527f130bb4 \
+    --hash=sha256:7e473a7abad9af48e3ab5f3b5d237d18208024d28ead65a459bd720401bd2f8f \
+    --hash=sha256:8774219e21b05f750eef8adc416e9431cf31b98f6ce9def288e4cea1548cbd22 \
+    --hash=sha256:8f061722cad3f9aabb3fbb27f3484ec9d4667b7328d1a7800c3c691a98f16bb0 \
+    --hash=sha256:92ae871a902cf19833328bd6498ec007b265aabf2fda845ab5bd10abcaf4c8c6 \
+    --hash=sha256:9f13a171281ebb4d7b1ba9f06574bce2455dcd3f2f6d1fbe0fd0d84615c74045 \
+    --hash=sha256:a2d67ff99e70e86b2be46c1017ae40b4840d09467d5455b2708de6d4c127e143 \
+    --hash=sha256:b5e8db0aff0a4819946215f156bd722b6f6c8320eb8419567ffc74850c9fd205 \
+    --hash=sha256:ba0af11938acf8cd4cf815c46156bcde36fa5850518120920d52620cc3ec1830 \
+    --hash=sha256:bc325fed4d074367bebd465a20763586e5e1ed5b943e9d8bc7c162b1f44fd602 \
+    --hash=sha256:bc7ffef430b80345729ff0a6825e9d96ac87efe39216e87ac58c6c4ef400de93 \
+    --hash=sha256:cde11577d5b6fd73a00e6bfa3cf5f428f3f33c2d2878982369b5372bbc4acc60 \
+    --hash=sha256:d4cef77ad2fed42b1ba9143465856d7e737279854e444925d5ba45fc1f3ba727 \
+    --hash=sha256:d79b660681eb9bc66cc7cbf78d1b1b9e335ee56f6ea1755d34a31108b80bd3c8 \
+    --hash=sha256:d81c2b2b24c32139dd2536972f1060678c6b9fbd106842a9fcdecf07b233eccd \
+    --hash=sha256:dc72e04620d49d3007771c0e0348deb23ca341c0245d610605dddb4ac65a37cb \
+    --hash=sha256:dcfba7befe3a55dab6fe1eb7fc9359dc0c7f7272b30a70ae0af5d5b063842f28 \
+    --hash=sha256:e9f995a8a421405958ff30599b4d0eec244f28edc760de82f0412c71c61763d2 \
+    --hash=sha256:eb6b92036ff312d5b4182fa72e8735d17aceca74d0d908a7f08e375456f03e07 \
+    --hash=sha256:f0241f7eb0d2303a545136c59bc565a35c4fc3b924ccbd69cb482f4828d6f31c \
+    --hash=sha256:fad9295fe02455d4f158ad72c90ef8b4bcaadfdb5efb5795f7ab0786ad67dd58 \
+    --hash=sha256:fbcecb6aedd5c1891db1d70efbfbdc126c986645b5dd616a045c07d6bd2dfa86 \
+    --hash=sha256:fe643af248442221db027da43ed43e53b73e11f40c9043738de9a2b4b6ca7697
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+h5py==3.9.0 \
+    --hash=sha256:12aa556d540f11a2cae53ea7cfb94017353bd271fb3962e1296b342f6550d1b8 \
+    --hash=sha256:23e74b878bbe1653ab34ca49b83cac85529cd0b36b9d625516c5830cc5ca2eac \
+    --hash=sha256:36408f8c62f50007d14e000f9f3acf77e103b9e932c114cbe52a3089e50ebf94 \
+    --hash=sha256:3f457089c5d524b7998e3649bc63240679b8fb0a3859ea53bbb06841f3d755f1 \
+    --hash=sha256:54f01202cdea754ab4227dd27014bdbd561a4bbe4b631424fd812f7c2ce9c6ac \
+    --hash=sha256:551e358db05a874a0f827b22e95b30092f2303edc4b91bb62ad2f10e0236e1a0 \
+    --hash=sha256:64acceaf6aff92af091a4b83f6dee3cf8d3061f924a6bb3a33eb6c4658a8348b \
+    --hash=sha256:6822a814b9d8b8363ff102f76ea8d026f0ca25850bb579d85376029ee3e73b93 \
+    --hash=sha256:78e44686334cbbf2dd21d9df15823bc38663f27a3061f6a032c68a3e30c47bf7 \
+    --hash=sha256:79bbca34696c6f9eeeb36a91776070c49a060b2879828e2c8fa6c58b8ed10dd1 \
+    --hash=sha256:804c7fb42a34c8ab3a3001901c977a5c24d2e9c586a0f3e7c0a389130b4276fc \
+    --hash=sha256:8d9492391ff5c3c80ec30ae2fe82a3f0efd1e750833739c25b0d090e3be1b095 \
+    --hash=sha256:95f7a745efd0d56076999b52e8da5fad5d30823bac98b59c68ae75588d09991a \
+    --hash=sha256:9da9e7e63376c32704e37ad4cea2dceae6964cee0d8515185b3ab9cbd6b947bc \
+    --hash=sha256:a4e20897c88759cbcbd38fb45b507adc91af3e0f67722aa302d71f02dd44d286 \
+    --hash=sha256:a6284061f3214335e1eec883a6ee497dbe7a79f19e6a57fed2dd1f03acd5a8cb \
+    --hash=sha256:d97409e17915798029e297a84124705c8080da901307ea58f29234e09b073ddc \
+    --hash=sha256:dbf5225543ca35ce9f61c950b73899a82be7ba60d58340e76d0bd42bf659235a \
+    --hash=sha256:e604db6521c1e367c6bd7fad239c847f53cc46646f2d2651372d05ae5e95f817 \
+    --hash=sha256:eb7bdd5e601dd1739698af383be03f3dad0465fe67184ebd5afca770f50df9d6 \
+    --hash=sha256:f68b41efd110ce9af1cbe6fa8af9f4dcbadace6db972d30828b911949e28fadd
+    # via tensorflow-cpu
+idna==3.4 \
+    --hash=sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4 \
+    --hash=sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2
+    # via requests
+importlib-metadata==6.8.0 \
+    --hash=sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb \
+    --hash=sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743
+    # via markdown
+keras==2.13.1 \
+    --hash=sha256:5ce5f706f779fa7330e63632f327b75ce38144a120376b2ae1917c00fa6136af \
+    --hash=sha256:5df12cc241a015a11b65ddb452c0eeb2744fce21d9b54ba48db87492568ccc68
+    # via tensorflow-cpu
+libclang==16.0.6 \
+    --hash=sha256:1e940048f51d0b0999099a9b78629ab8a64b62af5e9ff1b2b062439c21ee244d \
+    --hash=sha256:4a9acbfd9c135a72f80d5dbff7588dfb0c81458244a89b9e83526e8595880e0a \
+    --hash=sha256:4acdde39dfe410c877b4ccc0d4b57eb952100e4ee26bbdf6cfdb88e2033a7d31 \
+    --hash=sha256:8130482120500476a027171f8f3c8dfc2536b591716eea71fc5da22cae13131b \
+    --hash=sha256:88bc7e7b393c32e41e03ba77ef02fdd647da1f764c2cd028e69e0837080b79f6 \
+    --hash=sha256:9dcdc730939788b8b69ffd6d5d75fe5366e3ee007f1e36a99799ec0b0c001492 \
+    --hash=sha256:d80ed5827736ed5ec2bcedf536720476fd9d4fa4c79ef0cb24aea4c59332f361 \
+    --hash=sha256:da9e47ebc3f0a6d90fb169ef25f9fbcd29b4a4ef97a8b0e3e3a17800af1423f4 \
+    --hash=sha256:daab4a11dae228f1efa9efa3fe638b493b14d8d52c71fb3c7019e2f1df4514c2 \
+    --hash=sha256:e1a5ad1e895e5443e205568c85c04b4608e4e973dae42f4dfd9cb46c81d1486b \
+    --hash=sha256:f04e3060ae1f207f234d0608900c99c50edcb743e5e18276d78da2ddd727d39f
+    # via tensorflow-cpu
+markdown==3.4.4 \
+    --hash=sha256:225c6123522495d4119a90b3a3ba31a1e87a70369e03f14799ea9c0d7183a3d6 \
+    --hash=sha256:a4c1b65c0957b4bd9e7d86ddc7b3c9868fb9670660f6f99f6d1bca8954d5a941
+    # via tensorboard
+markupsafe==2.1.3 \
+    --hash=sha256:05fb21170423db021895e1ea1e1f3ab3adb85d1c2333cbc2310f2a26bc77272e \
+    --hash=sha256:0a4e4a1aff6c7ac4cd55792abf96c915634c2b97e3cc1c7129578aa68ebd754e \
+    --hash=sha256:10bbfe99883db80bdbaff2dcf681dfc6533a614f700da1287707e8a5d78a8431 \
+    --hash=sha256:134da1eca9ec0ae528110ccc9e48041e0828d79f24121a1a146161103c76e686 \
+    --hash=sha256:14ff806850827afd6b07a5f32bd917fb7f45b046ba40c57abdb636674a8b559c \
+    --hash=sha256:1577735524cdad32f9f694208aa75e422adba74f1baee7551620e43a3141f559 \
+    --hash=sha256:1b40069d487e7edb2676d3fbdb2b0829ffa2cd63a2ec26c4938b2d34391b4ecc \
+    --hash=sha256:1b8dd8c3fd14349433c79fa8abeb573a55fc0fdd769133baac1f5e07abf54aeb \
+    --hash=sha256:1f67c7038d560d92149c060157d623c542173016c4babc0c1913cca0564b9939 \
+    --hash=sha256:282c2cb35b5b673bbcadb33a585408104df04f14b2d9b01d4c345a3b92861c2c \
+    --hash=sha256:2c1b19b3aaacc6e57b7e25710ff571c24d6c3613a45e905b1fde04d691b98ee0 \
+    --hash=sha256:2ef12179d3a291be237280175b542c07a36e7f60718296278d8593d21ca937d4 \
+    --hash=sha256:338ae27d6b8745585f87218a3f23f1512dbf52c26c28e322dbe54bcede54ccb9 \
+    --hash=sha256:3c0fae6c3be832a0a0473ac912810b2877c8cb9d76ca48de1ed31e1c68386575 \
+    --hash=sha256:3fd4abcb888d15a94f32b75d8fd18ee162ca0c064f35b11134be77050296d6ba \
+    --hash=sha256:42de32b22b6b804f42c5d98be4f7e5e977ecdd9ee9b660fda1a3edf03b11792d \
+    --hash=sha256:47d4f1c5f80fc62fdd7777d0d40a2e9dda0a05883ab11374334f6c4de38adffd \
+    --hash=sha256:504b320cd4b7eff6f968eddf81127112db685e81f7e36e75f9f84f0df46041c3 \
+    --hash=sha256:525808b8019e36eb524b8c68acdd63a37e75714eac50e988180b169d64480a00 \
+    --hash=sha256:56d9f2ecac662ca1611d183feb03a3fa4406469dafe241673d521dd5ae92a155 \
+    --hash=sha256:5bbe06f8eeafd38e5d0a4894ffec89378b6c6a625ff57e3028921f8ff59318ac \
+    --hash=sha256:65c1a9bcdadc6c28eecee2c119465aebff8f7a584dd719facdd9e825ec61ab52 \
+    --hash=sha256:68e78619a61ecf91e76aa3e6e8e33fc4894a2bebe93410754bd28fce0a8a4f9f \
+    --hash=sha256:69c0f17e9f5a7afdf2cc9fb2d1ce6aabdb3bafb7f38017c0b77862bcec2bbad8 \
+    --hash=sha256:6b2b56950d93e41f33b4223ead100ea0fe11f8e6ee5f641eb753ce4b77a7042b \
+    --hash=sha256:715d3562f79d540f251b99ebd6d8baa547118974341db04f5ad06d5ea3eb8007 \
+    --hash=sha256:787003c0ddb00500e49a10f2844fac87aa6ce977b90b0feaaf9de23c22508b24 \
+    --hash=sha256:7ef3cb2ebbf91e330e3bb937efada0edd9003683db6b57bb108c4001f37a02ea \
+    --hash=sha256:8023faf4e01efadfa183e863fefde0046de576c6f14659e8782065bcece22198 \
+    --hash=sha256:8758846a7e80910096950b67071243da3e5a20ed2546e6392603c096778d48e0 \
+    --hash=sha256:8afafd99945ead6e075b973fefa56379c5b5c53fd8937dad92c662da5d8fd5ee \
+    --hash=sha256:8c41976a29d078bb235fea9b2ecd3da465df42a562910f9022f1a03107bd02be \
+    --hash=sha256:8e254ae696c88d98da6555f5ace2279cf7cd5b3f52be2b5cf97feafe883b58d2 \
+    --hash=sha256:8f9293864fe09b8149f0cc42ce56e3f0e54de883a9de90cd427f191c346eb2e1 \
+    --hash=sha256:9402b03f1a1b4dc4c19845e5c749e3ab82d5078d16a2a4c2cd2df62d57bb0707 \
+    --hash=sha256:962f82a3086483f5e5f64dbad880d31038b698494799b097bc59c2edf392fce6 \
+    --hash=sha256:9aad3c1755095ce347e26488214ef77e0485a3c34a50c5a5e2471dff60b9dd9c \
+    --hash=sha256:9dcdfd0eaf283af041973bff14a2e143b8bd64e069f4c383416ecd79a81aab58 \
+    --hash=sha256:aa57bd9cf8ae831a362185ee444e15a93ecb2e344c8e52e4d721ea3ab6ef1823 \
+    --hash=sha256:aa7bd130efab1c280bed0f45501b7c8795f9fdbeb02e965371bbef3523627779 \
+    --hash=sha256:ab4a0df41e7c16a1392727727e7998a467472d0ad65f3ad5e6e765015df08636 \
+    --hash=sha256:ad9e82fb8f09ade1c3e1b996a6337afac2b8b9e365f926f5a61aacc71adc5b3c \
+    --hash=sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad \
+    --hash=sha256:b076b6226fb84157e3f7c971a47ff3a679d837cf338547532ab866c57930dbee \
+    --hash=sha256:b7ff0f54cb4ff66dd38bebd335a38e2c22c41a8ee45aa608efc890ac3e3931bc \
+    --hash=sha256:bfce63a9e7834b12b87c64d6b155fdd9b3b96191b6bd334bf37db7ff1fe457f2 \
+    --hash=sha256:c011a4149cfbcf9f03994ec2edffcb8b1dc2d2aede7ca243746df97a5d41ce48 \
+    --hash=sha256:c9c804664ebe8f83a211cace637506669e7890fec1b4195b505c214e50dd4eb7 \
+    --hash=sha256:ca379055a47383d02a5400cb0d110cef0a776fc644cda797db0c5696cfd7e18e \
+    --hash=sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b \
+    --hash=sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa \
+    --hash=sha256:ceb01949af7121f9fc39f7d27f91be8546f3fb112c608bc4029aef0bab86a2a5 \
+    --hash=sha256:d080e0a5eb2529460b30190fcfcc4199bd7f827663f858a226a81bc27beaa97e \
+    --hash=sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb \
+    --hash=sha256:df0be2b576a7abbf737b1575f048c23fb1d769f267ec4358296f31c2479db8f9 \
+    --hash=sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57 \
+    --hash=sha256:e4dd52d80b8c83fdce44e12478ad2e85c64ea965e75d66dbeafb0a3e77308fcc \
+    --hash=sha256:f698de3fd0c4e6972b92290a45bd9b1536bffe8c6759c62471efaa8acb4c37bc \
+    --hash=sha256:fec21693218efe39aa7f8599346e90c705afa52c5b31ae019b2e57e8f6542bb2 \
+    --hash=sha256:ffcc3f7c66b5f5b7931a5aa68fc9cecc51e685ef90282f4a82f0f5e9b704ad11
+    # via werkzeug
+mypy-extensions==1.0.0 \
+    --hash=sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d \
+    --hash=sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782
+    # via black
+numpy==1.24.3 \
+    --hash=sha256:0ec87a7084caa559c36e0a2309e4ecb1baa03b687201d0a847c8b0ed476a7187 \
+    --hash=sha256:1a7d6acc2e7524c9955e5c903160aa4ea083736fde7e91276b0e5d98e6332812 \
+    --hash=sha256:202de8f38fc4a45a3eea4b63e2f376e5f2dc64ef0fa692838e31a808520efaf7 \
+    --hash=sha256:210461d87fb02a84ef243cac5e814aad2b7f4be953b32cb53327bb49fd77fbb4 \
+    --hash=sha256:2d926b52ba1367f9acb76b0df6ed21f0b16a1ad87c6720a1121674e5cf63e2b6 \
+    --hash=sha256:352ee00c7f8387b44d19f4cada524586f07379c0d49270f87233983bc5087ca0 \
+    --hash=sha256:35400e6a8d102fd07c71ed7dcadd9eb62ee9a6e84ec159bd48c28235bbb0f8e4 \
+    --hash=sha256:3c1104d3c036fb81ab923f507536daedc718d0ad5a8707c6061cdfd6d184e570 \
+    --hash=sha256:4719d5aefb5189f50887773699eaf94e7d1e02bf36c1a9d353d9f46703758ca4 \
+    --hash=sha256:4749e053a29364d3452c034827102ee100986903263e89884922ef01a0a6fd2f \
+    --hash=sha256:5342cf6aad47943286afa6f1609cad9b4266a05e7f2ec408e2cf7aea7ff69d80 \
+    --hash=sha256:56e48aec79ae238f6e4395886b5eaed058abb7231fb3361ddd7bfdf4eed54289 \
+    --hash=sha256:76e3f4e85fc5d4fd311f6e9b794d0c00e7002ec122be271f2019d63376f1d385 \
+    --hash=sha256:7776ea65423ca6a15255ba1872d82d207bd1e09f6d0894ee4a64678dd2204078 \
+    --hash=sha256:784c6da1a07818491b0ffd63c6bbe5a33deaa0e25a20e1b3ea20cf0e43f8046c \
+    --hash=sha256:8535303847b89aa6b0f00aa1dc62867b5a32923e4d1681a35b5eef2d9591a463 \
+    --hash=sha256:9a7721ec204d3a237225db3e194c25268faf92e19338a35f3a224469cb6039a3 \
+    --hash=sha256:a1d3c026f57ceaad42f8231305d4653d5f05dc6332a730ae5c0bea3513de0950 \
+    --hash=sha256:ab344f1bf21f140adab8e47fdbc7c35a477dc01408791f8ba00d018dd0bc5155 \
+    --hash=sha256:ab5f23af8c16022663a652d3b25dcdc272ac3f83c3af4c02eb8b824e6b3ab9d7 \
+    --hash=sha256:ae8d0be48d1b6ed82588934aaaa179875e7dc4f3d84da18d7eae6eb3f06c242c \
+    --hash=sha256:c91c4afd8abc3908e00a44b2672718905b8611503f7ff87390cc0ac3423fb096 \
+    --hash=sha256:d5036197ecae68d7f491fcdb4df90082b0d4960ca6599ba2659957aafced7c17 \
+    --hash=sha256:d6cc757de514c00b24ae8cf5c876af2a7c3df189028d68c0cb4eaa9cd5afc2bf \
+    --hash=sha256:d933fabd8f6a319e8530d0de4fcc2e6a61917e0b0c271fded460032db42a0fe4 \
+    --hash=sha256:ea8282b9bcfe2b5e7d491d0bf7f3e2da29700cec05b49e64d6246923329f2b02 \
+    --hash=sha256:ecde0f8adef7dfdec993fd54b0f78183051b6580f606111a6d789cd14c61ea0c \
+    --hash=sha256:f21c442fdd2805e91799fbe044a7b999b8571bb0ab0f7850d0cb9641a687092b
+    # via
+    #   h5py
+    #   opt-einsum
+    #   tensorboard
+    #   tensorflow-cpu
+oauthlib==3.2.2 \
+    --hash=sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca \
+    --hash=sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918
+    # via requests-oauthlib
+opt-einsum==3.3.0 \
+    --hash=sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147 \
+    --hash=sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549
+    # via tensorflow-cpu
+packaging==23.1 \
+    --hash=sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61 \
+    --hash=sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f
+    # via
+    #   black
+    #   tensorflow-cpu
+pathspec==0.11.2 \
+    --hash=sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20 \
+    --hash=sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3
+    # via black
+platformdirs==3.10.0 \
+    --hash=sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d \
+    --hash=sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d
+    # via black
+protobuf==4.24.3 \
+    --hash=sha256:067f750169bc644da2e1ef18c785e85071b7c296f14ac53e0900e605da588719 \
+    --hash=sha256:12e9ad2ec079b833176d2921be2cb24281fa591f0b119b208b788adc48c2561d \
+    --hash=sha256:1b182c7181a2891e8f7f3a1b5242e4ec54d1f42582485a896e4de81aa17540c2 \
+    --hash=sha256:20651f11b6adc70c0f29efbe8f4a94a74caf61b6200472a9aea6e19898f9fcf4 \
+    --hash=sha256:2da777d34b4f4f7613cdf85c70eb9a90b1fbef9d36ae4a0ccfe014b0b07906f1 \
+    --hash=sha256:3d42e9e4796a811478c783ef63dc85b5a104b44aaaca85d4864d5b886e4b05e3 \
+    --hash=sha256:6e514e8af0045be2b56e56ae1bb14f43ce7ffa0f68b1c793670ccbe2c4fc7d2b \
+    --hash=sha256:b0271a701e6782880d65a308ba42bc43874dabd1a0a0f41f72d2dac3b57f8e76 \
+    --hash=sha256:ba53c2f04798a326774f0e53b9c759eaef4f6a568ea7072ec6629851c8435959 \
+    --hash=sha256:e29d79c913f17a60cf17c626f1041e5288e9885c8579832580209de8b75f2a52 \
+    --hash=sha256:f631bb982c5478e0c1c70eab383af74a84be66945ebf5dd6b06fc90079668d0b \
+    --hash=sha256:f6ccbcf027761a2978c1406070c3788f6de4a4b2cc20800cc03d52df716ad675 \
+    --hash=sha256:f6f8dc65625dadaad0c8545319c2e2f0424fede988368893ca3844261342c11a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+pyasn1==0.5.0 \
+    --hash=sha256:87a2121042a1ac9358cabcaf1d07680ff97ee6404333bacca15f76aa8ad01a57 \
+    --hash=sha256:97b7290ca68e62a832558ec3976f15cbf911bf5d7c7039d8b861c2a0ece69fde
+    # via
+    #   pyasn1-modules
+    #   rsa
+pyasn1-modules==0.3.0 \
+    --hash=sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c \
+    --hash=sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d
+    # via google-auth
+requests==2.31.0 \
+    --hash=sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f \
+    --hash=sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1
+    # via
+    #   requests-oauthlib
+    #   tensorboard
+requests-oauthlib==1.3.1 \
+    --hash=sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5 \
+    --hash=sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a
+    # via google-auth-oauthlib
+rsa==4.9 \
+    --hash=sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7 \
+    --hash=sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21
+    # via google-auth
+setuptools==68.2.2 \
+    --hash=sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87 \
+    --hash=sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+six==1.16.0 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+    # via
+    #   astunparse
+    #   google-pasta
+    #   tensorflow-cpu
+tensorboard==2.13.0 \
+    --hash=sha256:ab69961ebddbddc83f5fa2ff9233572bdad5b883778c35e4fe94bf1798bd8481
+    # via tensorflow-cpu
+tensorboard-data-server==0.7.1 \
+    --hash=sha256:255c02b7f5b03dd5c0a88c928e563441ff39e1d4b4a234cdbe09f016e53d9594 \
+    --hash=sha256:9938bd39f5041797b33921066fba0eab03a0dd10d1887a05e62ae58841ad4c3f \
+    --hash=sha256:be8d016a1aa394e6198280d4a3dc37898f56467310c5f5e617cac10a783e055a
+    # via tensorboard
+tensorflow-cpu==2.13.0 \
+    --hash=sha256:20e83c7ecadbb134f6e4d1c88673b9ef3849b93f5ebe3ee884113bb0f4551bef \
+    --hash=sha256:3945a60a11fbc46560cd919dab27f658aa0b0b2d2651efa77e09555ce1f9e084 \
+    --hash=sha256:5ad2510e6167a14d4c75372ea7bda53faac282807c3c8260a30277d52b46bd02 \
+    --hash=sha256:5cdbc9be5f6aa10d4524650148d546736f3c12c2126359168c00b60b0f8fb5df \
+    --hash=sha256:734ae22f6b8148b7e6cc6fa64f0ddf2e8489089f29d32bb89c9eb09b965b4d26 \
+    --hash=sha256:7c3a65fa027d2aa60cc2326a397319acc2deb3887b635fe8f21712711d9df692 \
+    --hash=sha256:7e20e2799f6a3908ecd34748c17a18769079ca961d2e425926d77d6b007e0e65 \
+    --hash=sha256:95bd5701c940c9fa20d76be7f5a548af3eeed91ddc0f3f53a65cc18b59e7bcb6 \
+    --hash=sha256:a83f9c80b126fd28e2c7124da4b90b8bdd34f0572b2535707cc7d5abe5a686ca \
+    --hash=sha256:d0e05ecee7277b597f8d22a5dfc68e761f9cd0348cb11ec7a0dd8a90a776d998 \
+    --hash=sha256:e3a1811376fedf7a44cc3df3e066300edd08752e892428fc0fbaf0b258b57627 \
+    --hash=sha256:e485f525b5663e5e78ba04f3c424ee63c6c08eebab8e9dd1bc55ef8a8104d183
+    # via -r requirements.in
+tensorflow-estimator==2.13.0 \
+    --hash=sha256:6f868284eaa654ae3aa7cacdbef2175d0909df9fcf11374f5166f8bf475952aa
+    # via tensorflow-cpu
+tensorflow-io-gcs-filesystem==0.34.0 \
+    --hash=sha256:027a07553367187f918a99661f63ae0506b91b77a70bee9c7ccaf3920bf7cfe7 \
+    --hash=sha256:0dafed144673e1173528768fe208a7c5a6e8edae40208381cac420ee7c918ec9 \
+    --hash=sha256:182b0fbde7e9a537fda0b354c28b0b6c035736728de8fe2db7ef49cf90352014 \
+    --hash=sha256:2b035f4c92639657b6d376929d550ac3dee9e6c0523eb434eefe0a27bae3d05b \
+    --hash=sha256:396bfff61b49f80b86ddebe0c76ae0f2731689cee49ad7d782625180b50b13af \
+    --hash=sha256:3f346b287ed2400e09b13cfd8524222fd70a66aadb9164c645286c2087007e9f \
+    --hash=sha256:44ad387a812a78e7424bb8bee3820521ae1c044bddf72b1e163e8df95c124a74 \
+    --hash=sha256:5813c336b4f7cb0a01ff4cc6cbd3edf11ef67305baf0e3cf634911b702f493f8 \
+    --hash=sha256:6e6353123a5b51397950138a118876af833a7db66b531123bb86f82e80ab0e72 \
+    --hash=sha256:7f60183473f0ca966451bb1d1bb5dc29b3cf9c74d1d0e7f2ed46760ed56bd4af \
+    --hash=sha256:8d8664bddbe4e7b56ce94db8b93ea9077a158fb5e15364e11e29f93015ceea24 \
+    --hash=sha256:a17a616d2c7fae83de4424404815843507d40d4eb0d507c636a5493a20c3d958 \
+    --hash=sha256:b20622f8572fcb6c93e8f7d626327472f263e47ebd63d2153ef09162ef5ef7b5 \
+    --hash=sha256:b9a93fcb01db269bc845a1ced431f3c61201755ce5f9ec4885760f30122276ef \
+    --hash=sha256:cbe26c4a3332589c7b724f147df453b5c226993aa8d346a15536358d77b364c4 \
+    --hash=sha256:d3feba2dd76f7c188137c34642d68d378f0eed81636cb95090ecb1496722707c \
+    --hash=sha256:d831702fbb270996b27cda7fde06e0825b2ea81fd8dd3ead35242f4f8b3889b8 \
+    --hash=sha256:ec4604c99cbb5b708f4516dee27aa655abae222b876c98b740f4c2f89dd5c001 \
+    --hash=sha256:f211d2b3db8f9931765992b607b71cbfb98c8cd6169079d004a67a94ab10ecb4
+    # via tensorflow-cpu
+termcolor==2.3.0 \
+    --hash=sha256:3afb05607b89aed0ffe25202399ee0867ad4d3cb4180d98aaf8eefa6a5f7d475 \
+    --hash=sha256:b5b08f68937f138fe92f6c089b99f1e2da0ae56c52b78bf7075fd95420fd9a5a
+    # via tensorflow-cpu
+tomli==2.0.1 \
+    --hash=sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc \
+    --hash=sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f
+    # via black
+typing-extensions==4.5.0 \
+    --hash=sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb \
+    --hash=sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4
+    # via
+    #   black
+    #   tensorflow-cpu
+urllib3==1.26.16 \
+    --hash=sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f \
+    --hash=sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14
+    # via
+    #   google-auth
+    #   requests
+werkzeug==2.3.7 \
+    --hash=sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8 \
+    --hash=sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528
+    # via tensorboard
+wheel==0.41.2 \
+    --hash=sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985 \
+    --hash=sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8
+    # via
+    #   astunparse
+    #   tensorboard
+wrapt==1.15.0 \
+    --hash=sha256:02fce1852f755f44f95af51f69d22e45080102e9d00258053b79367d07af39c0 \
+    --hash=sha256:077ff0d1f9d9e4ce6476c1a924a3332452c1406e59d90a2cf24aeb29eeac9420 \
+    --hash=sha256:078e2a1a86544e644a68422f881c48b84fef6d18f8c7a957ffd3f2e0a74a0d4a \
+    --hash=sha256:0970ddb69bba00670e58955f8019bec4a42d1785db3faa043c33d81de2bf843c \
+    --hash=sha256:1286eb30261894e4c70d124d44b7fd07825340869945c79d05bda53a40caa079 \
+    --hash=sha256:21f6d9a0d5b3a207cdf7acf8e58d7d13d463e639f0c7e01d82cdb671e6cb7923 \
+    --hash=sha256:230ae493696a371f1dbffaad3dafbb742a4d27a0afd2b1aecebe52b740167e7f \
+    --hash=sha256:26458da5653aa5b3d8dc8b24192f574a58984c749401f98fff994d41d3f08da1 \
+    --hash=sha256:2cf56d0e237280baed46f0b5316661da892565ff58309d4d2ed7dba763d984b8 \
+    --hash=sha256:2e51de54d4fb8fb50d6ee8327f9828306a959ae394d3e01a1ba8b2f937747d86 \
+    --hash=sha256:2fbfbca668dd15b744418265a9607baa970c347eefd0db6a518aaf0cfbd153c0 \
+    --hash=sha256:38adf7198f8f154502883242f9fe7333ab05a5b02de7d83aa2d88ea621f13364 \
+    --hash=sha256:3a8564f283394634a7a7054b7983e47dbf39c07712d7b177b37e03f2467a024e \
+    --hash=sha256:3abbe948c3cbde2689370a262a8d04e32ec2dd4f27103669a45c6929bcdbfe7c \
+    --hash=sha256:3bbe623731d03b186b3d6b0d6f51865bf598587c38d6f7b0be2e27414f7f214e \
+    --hash=sha256:40737a081d7497efea35ab9304b829b857f21558acfc7b3272f908d33b0d9d4c \
+    --hash=sha256:41d07d029dd4157ae27beab04d22b8e261eddfc6ecd64ff7000b10dc8b3a5727 \
+    --hash=sha256:46ed616d5fb42f98630ed70c3529541408166c22cdfd4540b88d5f21006b0eff \
+    --hash=sha256:493d389a2b63c88ad56cdc35d0fa5752daac56ca755805b1b0c530f785767d5e \
+    --hash=sha256:4ff0d20f2e670800d3ed2b220d40984162089a6e2c9646fdb09b85e6f9a8fc29 \
+    --hash=sha256:54accd4b8bc202966bafafd16e69da9d5640ff92389d33d28555c5fd4f25ccb7 \
+    --hash=sha256:56374914b132c702aa9aa9959c550004b8847148f95e1b824772d453ac204a72 \
+    --hash=sha256:578383d740457fa790fdf85e6d346fda1416a40549fe8db08e5e9bd281c6a475 \
+    --hash=sha256:58d7a75d731e8c63614222bcb21dd992b4ab01a399f1f09dd82af17bbfc2368a \
+    --hash=sha256:5c5aa28df055697d7c37d2099a7bc09f559d5053c3349b1ad0c39000e611d317 \
+    --hash=sha256:5fc8e02f5984a55d2c653f5fea93531e9836abbd84342c1d1e17abc4a15084c2 \
+    --hash=sha256:63424c681923b9f3bfbc5e3205aafe790904053d42ddcc08542181a30a7a51bd \
+    --hash=sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640 \
+    --hash=sha256:74934ebd71950e3db69960a7da29204f89624dde411afbfb3b4858c1409b1e98 \
+    --hash=sha256:75669d77bb2c071333417617a235324a1618dba66f82a750362eccbe5b61d248 \
+    --hash=sha256:75760a47c06b5974aa5e01949bf7e66d2af4d08cb8c1d6516af5e39595397f5e \
+    --hash=sha256:76407ab327158c510f44ded207e2f76b657303e17cb7a572ffe2f5a8a48aa04d \
+    --hash=sha256:76e9c727a874b4856d11a32fb0b389afc61ce8aaf281ada613713ddeadd1cfec \
+    --hash=sha256:77d4c1b881076c3ba173484dfa53d3582c1c8ff1f914c6461ab70c8428b796c1 \
+    --hash=sha256:780c82a41dc493b62fc5884fb1d3a3b81106642c5c5c78d6a0d4cbe96d62ba7e \
+    --hash=sha256:7dc0713bf81287a00516ef43137273b23ee414fe41a3c14be10dd95ed98a2df9 \
+    --hash=sha256:7eebcdbe3677e58dd4c0e03b4f2cfa346ed4049687d839adad68cc38bb559c92 \
+    --hash=sha256:896689fddba4f23ef7c718279e42f8834041a21342d95e56922e1c10c0cc7afb \
+    --hash=sha256:96177eb5645b1c6985f5c11d03fc2dbda9ad24ec0f3a46dcce91445747e15094 \
+    --hash=sha256:96e25c8603a155559231c19c0349245eeb4ac0096fe3c1d0be5c47e075bd4f46 \
+    --hash=sha256:9d37ac69edc5614b90516807de32d08cb8e7b12260a285ee330955604ed9dd29 \
+    --hash=sha256:9ed6aa0726b9b60911f4aed8ec5b8dd7bf3491476015819f56473ffaef8959bd \
+    --hash=sha256:a487f72a25904e2b4bbc0817ce7a8de94363bd7e79890510174da9d901c38705 \
+    --hash=sha256:a4cbb9ff5795cd66f0066bdf5947f170f5d63a9274f99bdbca02fd973adcf2a8 \
+    --hash=sha256:a74d56552ddbde46c246b5b89199cb3fd182f9c346c784e1a93e4dc3f5ec9975 \
+    --hash=sha256:a89ce3fd220ff144bd9d54da333ec0de0399b52c9ac3d2ce34b569cf1a5748fb \
+    --hash=sha256:abd52a09d03adf9c763d706df707c343293d5d106aea53483e0ec8d9e310ad5e \
+    --hash=sha256:abd8f36c99512755b8456047b7be10372fca271bf1467a1caa88db991e7c421b \
+    --hash=sha256:af5bd9ccb188f6a5fdda9f1f09d9f4c86cc8a539bd48a0bfdc97723970348418 \
+    --hash=sha256:b02f21c1e2074943312d03d243ac4388319f2456576b2c6023041c4d57cd7019 \
+    --hash=sha256:b06fa97478a5f478fb05e1980980a7cdf2712015493b44d0c87606c1513ed5b1 \
+    --hash=sha256:b0724f05c396b0a4c36a3226c31648385deb6a65d8992644c12a4963c70326ba \
+    --hash=sha256:b130fe77361d6771ecf5a219d8e0817d61b236b7d8b37cc045172e574ed219e6 \
+    --hash=sha256:b56d5519e470d3f2fe4aa7585f0632b060d532d0696c5bdfb5e8319e1d0f69a2 \
+    --hash=sha256:b67b819628e3b748fd3c2192c15fb951f549d0f47c0449af0764d7647302fda3 \
+    --hash=sha256:ba1711cda2d30634a7e452fc79eabcadaffedf241ff206db2ee93dd2c89a60e7 \
+    --hash=sha256:bbeccb1aa40ab88cd29e6c7d8585582c99548f55f9b2581dfc5ba68c59a85752 \
+    --hash=sha256:bd84395aab8e4d36263cd1b9308cd504f6cf713b7d6d3ce25ea55670baec5416 \
+    --hash=sha256:c99f4309f5145b93eca6e35ac1a988f0dc0a7ccf9ccdcd78d3c0adf57224e62f \
+    --hash=sha256:ca1cccf838cd28d5a0883b342474c630ac48cac5df0ee6eacc9c7290f76b11c1 \
+    --hash=sha256:cd525e0e52a5ff16653a3fc9e3dd827981917d34996600bbc34c05d048ca35cc \
+    --hash=sha256:cdb4f085756c96a3af04e6eca7f08b1345e94b53af8921b25c72f096e704e145 \
+    --hash=sha256:ce42618f67741d4697684e501ef02f29e758a123aa2d669e2d964ff734ee00ee \
+    --hash=sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a \
+    --hash=sha256:d5fe3e099cf07d0fb5a1e23d399e5d4d1ca3e6dfcbe5c8570ccff3e9208274f7 \
+    --hash=sha256:d6bcbfc99f55655c3d93feb7ef3800bd5bbe963a755687cbf1f490a71fb7794b \
+    --hash=sha256:d787272ed958a05b2c86311d3a4135d3c2aeea4fc655705f074130aa57d71653 \
+    --hash=sha256:e169e957c33576f47e21864cf3fc9ff47c223a4ebca8960079b8bd36cb014fd0 \
+    --hash=sha256:e20076a211cd6f9b44a6be58f7eeafa7ab5720eb796975d0c03f05b47d89eb90 \
+    --hash=sha256:e826aadda3cae59295b95343db8f3d965fb31059da7de01ee8d1c40a60398b29 \
+    --hash=sha256:eef4d64c650f33347c1f9266fa5ae001440b232ad9b98f1f43dfe7a79435c0a6 \
+    --hash=sha256:f2e69b3ed24544b0d3dbe2c5c0ba5153ce50dcebb576fdc4696d52aa22db6034 \
+    --hash=sha256:f87ec75864c37c4c6cb908d282e1969e79763e0d9becdfe9fe5473b7bb1e5f09 \
+    --hash=sha256:fbec11614dba0424ca72f4e8ba3c420dba07b4a7c206c8c8e4e73f2e98f4c559 \
+    --hash=sha256:fd69666217b62fa5d7c6aa88e507493a34dec4fa20c5bd925e4bc12fce586639
+    # via tensorflow-cpu
+zipp==3.17.0 \
+    --hash=sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31 \
+    --hash=sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0
+    # via importlib-metadata
diff --git a/requirements_3_11.txt b/requirements_3_11.txt
new file mode 100644
index 0000000..9b30c5e
--- /dev/null
+++ b/requirements_3_11.txt
@@ -0,0 +1,586 @@
+#
+# This file is autogenerated by pip-compile with Python 3.8
+# by the following command:
+#
+#    bazel run //:requirements_3_11.update
+#
+absl-py==2.0.0 \
+    --hash=sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3 \
+    --hash=sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+astunparse==1.6.3 \
+    --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
+    --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
+    # via tensorflow-cpu
+black==23.9.1 \
+    --hash=sha256:031e8c69f3d3b09e1aa471a926a1eeb0b9071f80b17689a655f7885ac9325a6f \
+    --hash=sha256:13a2e4a93bb8ca74a749b6974925c27219bb3df4d42fc45e948a5d9feb5122b7 \
+    --hash=sha256:13ef033794029b85dfea8032c9d3b92b42b526f1ff4bf13b2182ce4e917f5100 \
+    --hash=sha256:14f04c990259576acd093871e7e9b14918eb28f1866f91968ff5524293f9c573 \
+    --hash=sha256:24b6b3ff5c6d9ea08a8888f6977eae858e1f340d7260cf56d70a49823236b62d \
+    --hash=sha256:403397c033adbc45c2bd41747da1f7fc7eaa44efbee256b53842470d4ac5a70f \
+    --hash=sha256:50254ebfa56aa46a9fdd5d651f9637485068a1adf42270148cd101cdf56e0ad9 \
+    --hash=sha256:538efb451cd50f43aba394e9ec7ad55a37598faae3348d723b59ea8e91616300 \
+    --hash=sha256:638619a559280de0c2aa4d76f504891c9860bb8fa214267358f0a20f27c12948 \
+    --hash=sha256:6a3b50e4b93f43b34a9d3ef00d9b6728b4a722c997c99ab09102fd5efdb88325 \
+    --hash=sha256:6ccd59584cc834b6d127628713e4b6b968e5f79572da66284532525a042549f9 \
+    --hash=sha256:75a2dc41b183d4872d3a500d2b9c9016e67ed95738a3624f4751a0cb4818fe71 \
+    --hash=sha256:7d30ec46de88091e4316b17ae58bbbfc12b2de05e069030f6b747dfc649ad186 \
+    --hash=sha256:8431445bf62d2a914b541da7ab3e2b4f3bc052d2ccbf157ebad18ea126efb91f \
+    --hash=sha256:8fc1ddcf83f996247505db6b715294eba56ea9372e107fd54963c7553f2b6dfe \
+    --hash=sha256:a732b82747235e0542c03bf352c126052c0fbc458d8a239a94701175b17d4855 \
+    --hash=sha256:adc3e4442eef57f99b5590b245a328aad19c99552e0bdc7f0b04db6656debd80 \
+    --hash=sha256:c46767e8df1b7beefb0899c4a95fb43058fa8500b6db144f4ff3ca38eb2f6393 \
+    --hash=sha256:c619f063c2d68f19b2d7270f4cf3192cb81c9ec5bc5ba02df91471d0b88c4c5c \
+    --hash=sha256:cf3a4d00e4cdb6734b64bf23cd4341421e8953615cba6b3670453737a72ec204 \
+    --hash=sha256:cf99f3de8b3273a8317681d8194ea222f10e0133a24a7548c73ce44ea1679377 \
+    --hash=sha256:d6bc09188020c9ac2555a498949401ab35bb6bf76d4e0f8ee251694664df6301
+    # via -r requirements.in
+cachetools==5.3.1 \
+    --hash=sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590 \
+    --hash=sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b
+    # via google-auth
+certifi==2023.7.22 \
+    --hash=sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082 \
+    --hash=sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9
+    # via requests
+charset-normalizer==3.2.0 \
+    --hash=sha256:04e57ab9fbf9607b77f7d057974694b4f6b142da9ed4a199859d9d4d5c63fe96 \
+    --hash=sha256:09393e1b2a9461950b1c9a45d5fd251dc7c6f228acab64da1c9c0165d9c7765c \
+    --hash=sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710 \
+    --hash=sha256:1000fba1057b92a65daec275aec30586c3de2401ccdcd41f8a5c1e2c87078706 \
+    --hash=sha256:1249cbbf3d3b04902ff081ffbb33ce3377fa6e4c7356f759f3cd076cc138d020 \
+    --hash=sha256:1920d4ff15ce893210c1f0c0e9d19bfbecb7983c76b33f046c13a8ffbd570252 \
+    --hash=sha256:193cbc708ea3aca45e7221ae58f0fd63f933753a9bfb498a3b474878f12caaad \
+    --hash=sha256:1a100c6d595a7f316f1b6f01d20815d916e75ff98c27a01ae817439ea7726329 \
+    --hash=sha256:1f30b48dd7fa1474554b0b0f3fdfdd4c13b5c737a3c6284d3cdc424ec0ffff3a \
+    --hash=sha256:203f0c8871d5a7987be20c72442488a0b8cfd0f43b7973771640fc593f56321f \
+    --hash=sha256:246de67b99b6851627d945db38147d1b209a899311b1305dd84916f2b88526c6 \
+    --hash=sha256:2dee8e57f052ef5353cf608e0b4c871aee320dd1b87d351c28764fc0ca55f9f4 \
+    --hash=sha256:2efb1bd13885392adfda4614c33d3b68dee4921fd0ac1d3988f8cbb7d589e72a \
+    --hash=sha256:2f4ac36d8e2b4cc1aa71df3dd84ff8efbe3bfb97ac41242fbcfc053c67434f46 \
+    --hash=sha256:3170c9399da12c9dc66366e9d14da8bf7147e1e9d9ea566067bbce7bb74bd9c2 \
+    --hash=sha256:3b1613dd5aee995ec6d4c69f00378bbd07614702a315a2cf6c1d21461fe17c23 \
+    --hash=sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace \
+    --hash=sha256:3bb7fda7260735efe66d5107fb7e6af6a7c04c7fce9b2514e04b7a74b06bf5dd \
+    --hash=sha256:41b25eaa7d15909cf3ac4c96088c1f266a9a93ec44f87f1d13d4a0e86c81b982 \
+    --hash=sha256:45de3f87179c1823e6d9e32156fb14c1927fcc9aba21433f088fdfb555b77c10 \
+    --hash=sha256:46fb8c61d794b78ec7134a715a3e564aafc8f6b5e338417cb19fe9f57a5a9bf2 \
+    --hash=sha256:48021783bdf96e3d6de03a6e39a1171ed5bd7e8bb93fc84cc649d11490f87cea \
+    --hash=sha256:4957669ef390f0e6719db3613ab3a7631e68424604a7b448f079bee145da6e09 \
+    --hash=sha256:5e86d77b090dbddbe78867a0275cb4df08ea195e660f1f7f13435a4649e954e5 \
+    --hash=sha256:6339d047dab2780cc6220f46306628e04d9750f02f983ddb37439ca47ced7149 \
+    --hash=sha256:681eb3d7e02e3c3655d1b16059fbfb605ac464c834a0c629048a30fad2b27489 \
+    --hash=sha256:6c409c0deba34f147f77efaa67b8e4bb83d2f11c8806405f76397ae5b8c0d1c9 \
+    --hash=sha256:7095f6fbfaa55defb6b733cfeb14efaae7a29f0b59d8cf213be4e7ca0b857b80 \
+    --hash=sha256:70c610f6cbe4b9fce272c407dd9d07e33e6bf7b4aa1b7ffb6f6ded8e634e3592 \
+    --hash=sha256:72814c01533f51d68702802d74f77ea026b5ec52793c791e2da806a3844a46c3 \
+    --hash=sha256:7a4826ad2bd6b07ca615c74ab91f32f6c96d08f6fcc3902ceeedaec8cdc3bcd6 \
+    --hash=sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed \
+    --hash=sha256:855eafa5d5a2034b4621c74925d89c5efef61418570e5ef9b37717d9c796419c \
+    --hash=sha256:8700f06d0ce6f128de3ccdbc1acaea1ee264d2caa9ca05daaf492fde7c2a7200 \
+    --hash=sha256:89f1b185a01fe560bc8ae5f619e924407efca2191b56ce749ec84982fc59a32a \
+    --hash=sha256:8b2c760cfc7042b27ebdb4a43a4453bd829a5742503599144d54a032c5dc7e9e \
+    --hash=sha256:8c2f5e83493748286002f9369f3e6607c565a6a90425a3a1fef5ae32a36d749d \
+    --hash=sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6 \
+    --hash=sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623 \
+    --hash=sha256:95eb302ff792e12aba9a8b8f8474ab229a83c103d74a750ec0bd1c1eea32e669 \
+    --hash=sha256:9bd9b3b31adcb054116447ea22caa61a285d92e94d710aa5ec97992ff5eb7cf3 \
+    --hash=sha256:9e608aafdb55eb9f255034709e20d5a83b6d60c054df0802fa9c9883d0a937aa \
+    --hash=sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9 \
+    --hash=sha256:a386ebe437176aab38c041de1260cd3ea459c6ce5263594399880bbc398225b2 \
+    --hash=sha256:a38856a971c602f98472050165cea2cdc97709240373041b69030be15047691f \
+    --hash=sha256:a401b4598e5d3f4a9a811f3daf42ee2291790c7f9d74b18d75d6e21dda98a1a1 \
+    --hash=sha256:a7647ebdfb9682b7bb97e2a5e7cb6ae735b1c25008a70b906aecca294ee96cf4 \
+    --hash=sha256:aaf63899c94de41fe3cf934601b0f7ccb6b428c6e4eeb80da72c58eab077b19a \
+    --hash=sha256:b0dac0ff919ba34d4df1b6131f59ce95b08b9065233446be7e459f95554c0dc8 \
+    --hash=sha256:baacc6aee0b2ef6f3d308e197b5d7a81c0e70b06beae1f1fcacffdbd124fe0e3 \
+    --hash=sha256:bf420121d4c8dce6b889f0e8e4ec0ca34b7f40186203f06a946fa0276ba54029 \
+    --hash=sha256:c04a46716adde8d927adb9457bbe39cf473e1e2c2f5d0a16ceb837e5d841ad4f \
+    --hash=sha256:c0b21078a4b56965e2b12f247467b234734491897e99c1d51cee628da9786959 \
+    --hash=sha256:c1c76a1743432b4b60ab3358c937a3fe1341c828ae6194108a94c69028247f22 \
+    --hash=sha256:c4983bf937209c57240cff65906b18bb35e64ae872da6a0db937d7b4af845dd7 \
+    --hash=sha256:c4fb39a81950ec280984b3a44f5bd12819953dc5fa3a7e6fa7a80db5ee853952 \
+    --hash=sha256:c57921cda3a80d0f2b8aec7e25c8aa14479ea92b5b51b6876d975d925a2ea346 \
+    --hash=sha256:c8063cf17b19661471ecbdb3df1c84f24ad2e389e326ccaf89e3fb2484d8dd7e \
+    --hash=sha256:ccd16eb18a849fd8dcb23e23380e2f0a354e8daa0c984b8a732d9cfaba3a776d \
+    --hash=sha256:cd6dbe0238f7743d0efe563ab46294f54f9bc8f4b9bcf57c3c666cc5bc9d1299 \
+    --hash=sha256:d62e51710986674142526ab9f78663ca2b0726066ae26b78b22e0f5e571238dd \
+    --hash=sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a \
+    --hash=sha256:e03b8895a6990c9ab2cdcd0f2fe44088ca1c65ae592b8f795c3294af00a461c3 \
+    --hash=sha256:e1c8a2f4c69e08e89632defbfabec2feb8a8d99edc9f89ce33c4b9e36ab63037 \
+    --hash=sha256:e4b749b9cc6ee664a3300bb3a273c1ca8068c46be705b6c31cf5d276f8628a94 \
+    --hash=sha256:e6a5bf2cba5ae1bb80b154ed68a3cfa2fa00fde979a7f50d6598d3e17d9ac20c \
+    --hash=sha256:e857a2232ba53ae940d3456f7533ce6ca98b81917d47adc3c7fd55dad8fab858 \
+    --hash=sha256:ee4006268ed33370957f55bf2e6f4d263eaf4dc3cfc473d1d90baff6ed36ce4a \
+    --hash=sha256:eef9df1eefada2c09a5e7a40991b9fc6ac6ef20b1372abd48d2794a316dc0449 \
+    --hash=sha256:f058f6963fd82eb143c692cecdc89e075fa0828db2e5b291070485390b2f1c9c \
+    --hash=sha256:f25c229a6ba38a35ae6e25ca1264621cc25d4d38dca2942a7fce0b67a4efe918 \
+    --hash=sha256:f2a1d0fd4242bd8643ce6f98927cf9c04540af6efa92323e9d3124f57727bfc1 \
+    --hash=sha256:f7560358a6811e52e9c4d142d497f1a6e10103d3a6881f18d04dbce3729c0e2c \
+    --hash=sha256:f779d3ad205f108d14e99bb3859aa7dd8e9c68874617c72354d7ecaec2a054ac \
+    --hash=sha256:f87f746ee241d30d6ed93969de31e5ffd09a2961a051e60ae6bddde9ec3583aa
+    # via requests
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via black
+flatbuffers==23.5.26 \
+    --hash=sha256:9ea1144cac05ce5d86e2859f431c6cd5e66cd9c78c558317c7955fb8d4c78d89 \
+    --hash=sha256:c0ff356da363087b915fde4b8b45bdda73432fc17cddb3c8157472eab1422ad1
+    # via tensorflow-cpu
+gast==0.4.0 \
+    --hash=sha256:40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1 \
+    --hash=sha256:b7adcdd5adbebf1adf17378da5ba3f543684dbec47b1cda1f3997e573cd542c4
+    # via tensorflow-cpu
+google-auth==2.23.0 \
+    --hash=sha256:2cec41407bd1e207f5b802638e32bb837df968bb5c05f413d0fa526fac4cf7a7 \
+    --hash=sha256:753a26312e6f1eaeec20bc6f2644a10926697da93446e1f8e24d6d32d45a922a
+    # via
+    #   google-auth-oauthlib
+    #   tensorboard
+google-auth-oauthlib==1.0.0 \
+    --hash=sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb \
+    --hash=sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5
+    # via tensorboard
+google-pasta==0.2.0 \
+    --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
+    --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
+    --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
+    # via tensorflow-cpu
+grpcio==1.58.0 \
+    --hash=sha256:002f228d197fea12797a14e152447044e14fb4fdb2eb5d6cfa496f29ddbf79ef \
+    --hash=sha256:039003a5e0ae7d41c86c768ef8b3ee2c558aa0a23cf04bf3c23567f37befa092 \
+    --hash=sha256:09206106848462763f7f273ca93d2d2d4d26cab475089e0de830bb76be04e9e8 \
+    --hash=sha256:128eb1f8e70676d05b1b0c8e6600320fc222b3f8c985a92224248b1367122188 \
+    --hash=sha256:1c1c5238c6072470c7f1614bf7c774ffde6b346a100521de9ce791d1e4453afe \
+    --hash=sha256:1ed979b273a81de36fc9c6716d9fb09dd3443efa18dcc8652501df11da9583e9 \
+    --hash=sha256:201e550b7e2ede113b63e718e7ece93cef5b0fbf3c45e8fe4541a5a4305acd15 \
+    --hash=sha256:212f38c6a156862098f6bdc9a79bf850760a751d259d8f8f249fc6d645105855 \
+    --hash=sha256:24765a627eb4d9288ace32d5104161c3654128fe27f2808ecd6e9b0cfa7fc8b9 \
+    --hash=sha256:24edec346e69e672daf12b2c88e95c6f737f3792d08866101d8c5f34370c54fd \
+    --hash=sha256:2ef8d4a76d2c7d8065aba829f8d0bc0055495c998dce1964ca5b302d02514fb3 \
+    --hash=sha256:2f85f87e2f087d9f632c085b37440a3169fda9cdde80cb84057c2fc292f8cbdf \
+    --hash=sha256:3886b4d56bd4afeac518dbc05933926198aa967a7d1d237a318e6fbc47141577 \
+    --hash=sha256:3e6bebf1dfdbeb22afd95650e4f019219fef3ab86d3fca8ebade52e4bc39389a \
+    --hash=sha256:458899d2ebd55d5ca2350fd3826dfd8fcb11fe0f79828ae75e2b1e6051d50a29 \
+    --hash=sha256:4891bbb4bba58acd1d620759b3be11245bfe715eb67a4864c8937b855b7ed7fa \
+    --hash=sha256:4b12754af201bb993e6e2efd7812085ddaaef21d0a6f0ff128b97de1ef55aa4a \
+    --hash=sha256:532410c51ccd851b706d1fbc00a87be0f5312bd6f8e5dbf89d4e99c7f79d7499 \
+    --hash=sha256:5b23d75e5173faa3d1296a7bedffb25afd2fddb607ef292dfc651490c7b53c3d \
+    --hash=sha256:62831d5e251dd7561d9d9e83a0b8655084b2a1f8ea91e4bd6b3cedfefd32c9d2 \
+    --hash=sha256:652978551af02373a5a313e07bfef368f406b5929cf2d50fa7e4027f913dbdb4 \
+    --hash=sha256:6801ff6652ecd2aae08ef994a3e49ff53de29e69e9cd0fd604a79ae4e545a95c \
+    --hash=sha256:6cba491c638c76d3dc6c191d9c75041ca5b8f5c6de4b8327ecdcab527f130bb4 \
+    --hash=sha256:7e473a7abad9af48e3ab5f3b5d237d18208024d28ead65a459bd720401bd2f8f \
+    --hash=sha256:8774219e21b05f750eef8adc416e9431cf31b98f6ce9def288e4cea1548cbd22 \
+    --hash=sha256:8f061722cad3f9aabb3fbb27f3484ec9d4667b7328d1a7800c3c691a98f16bb0 \
+    --hash=sha256:92ae871a902cf19833328bd6498ec007b265aabf2fda845ab5bd10abcaf4c8c6 \
+    --hash=sha256:9f13a171281ebb4d7b1ba9f06574bce2455dcd3f2f6d1fbe0fd0d84615c74045 \
+    --hash=sha256:a2d67ff99e70e86b2be46c1017ae40b4840d09467d5455b2708de6d4c127e143 \
+    --hash=sha256:b5e8db0aff0a4819946215f156bd722b6f6c8320eb8419567ffc74850c9fd205 \
+    --hash=sha256:ba0af11938acf8cd4cf815c46156bcde36fa5850518120920d52620cc3ec1830 \
+    --hash=sha256:bc325fed4d074367bebd465a20763586e5e1ed5b943e9d8bc7c162b1f44fd602 \
+    --hash=sha256:bc7ffef430b80345729ff0a6825e9d96ac87efe39216e87ac58c6c4ef400de93 \
+    --hash=sha256:cde11577d5b6fd73a00e6bfa3cf5f428f3f33c2d2878982369b5372bbc4acc60 \
+    --hash=sha256:d4cef77ad2fed42b1ba9143465856d7e737279854e444925d5ba45fc1f3ba727 \
+    --hash=sha256:d79b660681eb9bc66cc7cbf78d1b1b9e335ee56f6ea1755d34a31108b80bd3c8 \
+    --hash=sha256:d81c2b2b24c32139dd2536972f1060678c6b9fbd106842a9fcdecf07b233eccd \
+    --hash=sha256:dc72e04620d49d3007771c0e0348deb23ca341c0245d610605dddb4ac65a37cb \
+    --hash=sha256:dcfba7befe3a55dab6fe1eb7fc9359dc0c7f7272b30a70ae0af5d5b063842f28 \
+    --hash=sha256:e9f995a8a421405958ff30599b4d0eec244f28edc760de82f0412c71c61763d2 \
+    --hash=sha256:eb6b92036ff312d5b4182fa72e8735d17aceca74d0d908a7f08e375456f03e07 \
+    --hash=sha256:f0241f7eb0d2303a545136c59bc565a35c4fc3b924ccbd69cb482f4828d6f31c \
+    --hash=sha256:fad9295fe02455d4f158ad72c90ef8b4bcaadfdb5efb5795f7ab0786ad67dd58 \
+    --hash=sha256:fbcecb6aedd5c1891db1d70efbfbdc126c986645b5dd616a045c07d6bd2dfa86 \
+    --hash=sha256:fe643af248442221db027da43ed43e53b73e11f40c9043738de9a2b4b6ca7697
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+h5py==3.9.0 \
+    --hash=sha256:12aa556d540f11a2cae53ea7cfb94017353bd271fb3962e1296b342f6550d1b8 \
+    --hash=sha256:23e74b878bbe1653ab34ca49b83cac85529cd0b36b9d625516c5830cc5ca2eac \
+    --hash=sha256:36408f8c62f50007d14e000f9f3acf77e103b9e932c114cbe52a3089e50ebf94 \
+    --hash=sha256:3f457089c5d524b7998e3649bc63240679b8fb0a3859ea53bbb06841f3d755f1 \
+    --hash=sha256:54f01202cdea754ab4227dd27014bdbd561a4bbe4b631424fd812f7c2ce9c6ac \
+    --hash=sha256:551e358db05a874a0f827b22e95b30092f2303edc4b91bb62ad2f10e0236e1a0 \
+    --hash=sha256:64acceaf6aff92af091a4b83f6dee3cf8d3061f924a6bb3a33eb6c4658a8348b \
+    --hash=sha256:6822a814b9d8b8363ff102f76ea8d026f0ca25850bb579d85376029ee3e73b93 \
+    --hash=sha256:78e44686334cbbf2dd21d9df15823bc38663f27a3061f6a032c68a3e30c47bf7 \
+    --hash=sha256:79bbca34696c6f9eeeb36a91776070c49a060b2879828e2c8fa6c58b8ed10dd1 \
+    --hash=sha256:804c7fb42a34c8ab3a3001901c977a5c24d2e9c586a0f3e7c0a389130b4276fc \
+    --hash=sha256:8d9492391ff5c3c80ec30ae2fe82a3f0efd1e750833739c25b0d090e3be1b095 \
+    --hash=sha256:95f7a745efd0d56076999b52e8da5fad5d30823bac98b59c68ae75588d09991a \
+    --hash=sha256:9da9e7e63376c32704e37ad4cea2dceae6964cee0d8515185b3ab9cbd6b947bc \
+    --hash=sha256:a4e20897c88759cbcbd38fb45b507adc91af3e0f67722aa302d71f02dd44d286 \
+    --hash=sha256:a6284061f3214335e1eec883a6ee497dbe7a79f19e6a57fed2dd1f03acd5a8cb \
+    --hash=sha256:d97409e17915798029e297a84124705c8080da901307ea58f29234e09b073ddc \
+    --hash=sha256:dbf5225543ca35ce9f61c950b73899a82be7ba60d58340e76d0bd42bf659235a \
+    --hash=sha256:e604db6521c1e367c6bd7fad239c847f53cc46646f2d2651372d05ae5e95f817 \
+    --hash=sha256:eb7bdd5e601dd1739698af383be03f3dad0465fe67184ebd5afca770f50df9d6 \
+    --hash=sha256:f68b41efd110ce9af1cbe6fa8af9f4dcbadace6db972d30828b911949e28fadd
+    # via tensorflow-cpu
+idna==3.4 \
+    --hash=sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4 \
+    --hash=sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2
+    # via requests
+importlib-metadata==6.8.0 \
+    --hash=sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb \
+    --hash=sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743
+    # via markdown
+keras==2.13.1 \
+    --hash=sha256:5ce5f706f779fa7330e63632f327b75ce38144a120376b2ae1917c00fa6136af \
+    --hash=sha256:5df12cc241a015a11b65ddb452c0eeb2744fce21d9b54ba48db87492568ccc68
+    # via tensorflow-cpu
+libclang==16.0.6 \
+    --hash=sha256:1e940048f51d0b0999099a9b78629ab8a64b62af5e9ff1b2b062439c21ee244d \
+    --hash=sha256:4a9acbfd9c135a72f80d5dbff7588dfb0c81458244a89b9e83526e8595880e0a \
+    --hash=sha256:4acdde39dfe410c877b4ccc0d4b57eb952100e4ee26bbdf6cfdb88e2033a7d31 \
+    --hash=sha256:8130482120500476a027171f8f3c8dfc2536b591716eea71fc5da22cae13131b \
+    --hash=sha256:88bc7e7b393c32e41e03ba77ef02fdd647da1f764c2cd028e69e0837080b79f6 \
+    --hash=sha256:9dcdc730939788b8b69ffd6d5d75fe5366e3ee007f1e36a99799ec0b0c001492 \
+    --hash=sha256:d80ed5827736ed5ec2bcedf536720476fd9d4fa4c79ef0cb24aea4c59332f361 \
+    --hash=sha256:da9e47ebc3f0a6d90fb169ef25f9fbcd29b4a4ef97a8b0e3e3a17800af1423f4 \
+    --hash=sha256:daab4a11dae228f1efa9efa3fe638b493b14d8d52c71fb3c7019e2f1df4514c2 \
+    --hash=sha256:e1a5ad1e895e5443e205568c85c04b4608e4e973dae42f4dfd9cb46c81d1486b \
+    --hash=sha256:f04e3060ae1f207f234d0608900c99c50edcb743e5e18276d78da2ddd727d39f
+    # via tensorflow-cpu
+markdown==3.4.4 \
+    --hash=sha256:225c6123522495d4119a90b3a3ba31a1e87a70369e03f14799ea9c0d7183a3d6 \
+    --hash=sha256:a4c1b65c0957b4bd9e7d86ddc7b3c9868fb9670660f6f99f6d1bca8954d5a941
+    # via tensorboard
+markupsafe==2.1.3 \
+    --hash=sha256:05fb21170423db021895e1ea1e1f3ab3adb85d1c2333cbc2310f2a26bc77272e \
+    --hash=sha256:0a4e4a1aff6c7ac4cd55792abf96c915634c2b97e3cc1c7129578aa68ebd754e \
+    --hash=sha256:10bbfe99883db80bdbaff2dcf681dfc6533a614f700da1287707e8a5d78a8431 \
+    --hash=sha256:134da1eca9ec0ae528110ccc9e48041e0828d79f24121a1a146161103c76e686 \
+    --hash=sha256:14ff806850827afd6b07a5f32bd917fb7f45b046ba40c57abdb636674a8b559c \
+    --hash=sha256:1577735524cdad32f9f694208aa75e422adba74f1baee7551620e43a3141f559 \
+    --hash=sha256:1b40069d487e7edb2676d3fbdb2b0829ffa2cd63a2ec26c4938b2d34391b4ecc \
+    --hash=sha256:1b8dd8c3fd14349433c79fa8abeb573a55fc0fdd769133baac1f5e07abf54aeb \
+    --hash=sha256:1f67c7038d560d92149c060157d623c542173016c4babc0c1913cca0564b9939 \
+    --hash=sha256:282c2cb35b5b673bbcadb33a585408104df04f14b2d9b01d4c345a3b92861c2c \
+    --hash=sha256:2c1b19b3aaacc6e57b7e25710ff571c24d6c3613a45e905b1fde04d691b98ee0 \
+    --hash=sha256:2ef12179d3a291be237280175b542c07a36e7f60718296278d8593d21ca937d4 \
+    --hash=sha256:338ae27d6b8745585f87218a3f23f1512dbf52c26c28e322dbe54bcede54ccb9 \
+    --hash=sha256:3c0fae6c3be832a0a0473ac912810b2877c8cb9d76ca48de1ed31e1c68386575 \
+    --hash=sha256:3fd4abcb888d15a94f32b75d8fd18ee162ca0c064f35b11134be77050296d6ba \
+    --hash=sha256:42de32b22b6b804f42c5d98be4f7e5e977ecdd9ee9b660fda1a3edf03b11792d \
+    --hash=sha256:47d4f1c5f80fc62fdd7777d0d40a2e9dda0a05883ab11374334f6c4de38adffd \
+    --hash=sha256:504b320cd4b7eff6f968eddf81127112db685e81f7e36e75f9f84f0df46041c3 \
+    --hash=sha256:525808b8019e36eb524b8c68acdd63a37e75714eac50e988180b169d64480a00 \
+    --hash=sha256:56d9f2ecac662ca1611d183feb03a3fa4406469dafe241673d521dd5ae92a155 \
+    --hash=sha256:5bbe06f8eeafd38e5d0a4894ffec89378b6c6a625ff57e3028921f8ff59318ac \
+    --hash=sha256:65c1a9bcdadc6c28eecee2c119465aebff8f7a584dd719facdd9e825ec61ab52 \
+    --hash=sha256:68e78619a61ecf91e76aa3e6e8e33fc4894a2bebe93410754bd28fce0a8a4f9f \
+    --hash=sha256:69c0f17e9f5a7afdf2cc9fb2d1ce6aabdb3bafb7f38017c0b77862bcec2bbad8 \
+    --hash=sha256:6b2b56950d93e41f33b4223ead100ea0fe11f8e6ee5f641eb753ce4b77a7042b \
+    --hash=sha256:715d3562f79d540f251b99ebd6d8baa547118974341db04f5ad06d5ea3eb8007 \
+    --hash=sha256:787003c0ddb00500e49a10f2844fac87aa6ce977b90b0feaaf9de23c22508b24 \
+    --hash=sha256:7ef3cb2ebbf91e330e3bb937efada0edd9003683db6b57bb108c4001f37a02ea \
+    --hash=sha256:8023faf4e01efadfa183e863fefde0046de576c6f14659e8782065bcece22198 \
+    --hash=sha256:8758846a7e80910096950b67071243da3e5a20ed2546e6392603c096778d48e0 \
+    --hash=sha256:8afafd99945ead6e075b973fefa56379c5b5c53fd8937dad92c662da5d8fd5ee \
+    --hash=sha256:8c41976a29d078bb235fea9b2ecd3da465df42a562910f9022f1a03107bd02be \
+    --hash=sha256:8e254ae696c88d98da6555f5ace2279cf7cd5b3f52be2b5cf97feafe883b58d2 \
+    --hash=sha256:8f9293864fe09b8149f0cc42ce56e3f0e54de883a9de90cd427f191c346eb2e1 \
+    --hash=sha256:9402b03f1a1b4dc4c19845e5c749e3ab82d5078d16a2a4c2cd2df62d57bb0707 \
+    --hash=sha256:962f82a3086483f5e5f64dbad880d31038b698494799b097bc59c2edf392fce6 \
+    --hash=sha256:9aad3c1755095ce347e26488214ef77e0485a3c34a50c5a5e2471dff60b9dd9c \
+    --hash=sha256:9dcdfd0eaf283af041973bff14a2e143b8bd64e069f4c383416ecd79a81aab58 \
+    --hash=sha256:aa57bd9cf8ae831a362185ee444e15a93ecb2e344c8e52e4d721ea3ab6ef1823 \
+    --hash=sha256:aa7bd130efab1c280bed0f45501b7c8795f9fdbeb02e965371bbef3523627779 \
+    --hash=sha256:ab4a0df41e7c16a1392727727e7998a467472d0ad65f3ad5e6e765015df08636 \
+    --hash=sha256:ad9e82fb8f09ade1c3e1b996a6337afac2b8b9e365f926f5a61aacc71adc5b3c \
+    --hash=sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad \
+    --hash=sha256:b076b6226fb84157e3f7c971a47ff3a679d837cf338547532ab866c57930dbee \
+    --hash=sha256:b7ff0f54cb4ff66dd38bebd335a38e2c22c41a8ee45aa608efc890ac3e3931bc \
+    --hash=sha256:bfce63a9e7834b12b87c64d6b155fdd9b3b96191b6bd334bf37db7ff1fe457f2 \
+    --hash=sha256:c011a4149cfbcf9f03994ec2edffcb8b1dc2d2aede7ca243746df97a5d41ce48 \
+    --hash=sha256:c9c804664ebe8f83a211cace637506669e7890fec1b4195b505c214e50dd4eb7 \
+    --hash=sha256:ca379055a47383d02a5400cb0d110cef0a776fc644cda797db0c5696cfd7e18e \
+    --hash=sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b \
+    --hash=sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa \
+    --hash=sha256:ceb01949af7121f9fc39f7d27f91be8546f3fb112c608bc4029aef0bab86a2a5 \
+    --hash=sha256:d080e0a5eb2529460b30190fcfcc4199bd7f827663f858a226a81bc27beaa97e \
+    --hash=sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb \
+    --hash=sha256:df0be2b576a7abbf737b1575f048c23fb1d769f267ec4358296f31c2479db8f9 \
+    --hash=sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57 \
+    --hash=sha256:e4dd52d80b8c83fdce44e12478ad2e85c64ea965e75d66dbeafb0a3e77308fcc \
+    --hash=sha256:f698de3fd0c4e6972b92290a45bd9b1536bffe8c6759c62471efaa8acb4c37bc \
+    --hash=sha256:fec21693218efe39aa7f8599346e90c705afa52c5b31ae019b2e57e8f6542bb2 \
+    --hash=sha256:ffcc3f7c66b5f5b7931a5aa68fc9cecc51e685ef90282f4a82f0f5e9b704ad11
+    # via werkzeug
+mypy-extensions==1.0.0 \
+    --hash=sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d \
+    --hash=sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782
+    # via black
+numpy==1.24.3 \
+    --hash=sha256:0ec87a7084caa559c36e0a2309e4ecb1baa03b687201d0a847c8b0ed476a7187 \
+    --hash=sha256:1a7d6acc2e7524c9955e5c903160aa4ea083736fde7e91276b0e5d98e6332812 \
+    --hash=sha256:202de8f38fc4a45a3eea4b63e2f376e5f2dc64ef0fa692838e31a808520efaf7 \
+    --hash=sha256:210461d87fb02a84ef243cac5e814aad2b7f4be953b32cb53327bb49fd77fbb4 \
+    --hash=sha256:2d926b52ba1367f9acb76b0df6ed21f0b16a1ad87c6720a1121674e5cf63e2b6 \
+    --hash=sha256:352ee00c7f8387b44d19f4cada524586f07379c0d49270f87233983bc5087ca0 \
+    --hash=sha256:35400e6a8d102fd07c71ed7dcadd9eb62ee9a6e84ec159bd48c28235bbb0f8e4 \
+    --hash=sha256:3c1104d3c036fb81ab923f507536daedc718d0ad5a8707c6061cdfd6d184e570 \
+    --hash=sha256:4719d5aefb5189f50887773699eaf94e7d1e02bf36c1a9d353d9f46703758ca4 \
+    --hash=sha256:4749e053a29364d3452c034827102ee100986903263e89884922ef01a0a6fd2f \
+    --hash=sha256:5342cf6aad47943286afa6f1609cad9b4266a05e7f2ec408e2cf7aea7ff69d80 \
+    --hash=sha256:56e48aec79ae238f6e4395886b5eaed058abb7231fb3361ddd7bfdf4eed54289 \
+    --hash=sha256:76e3f4e85fc5d4fd311f6e9b794d0c00e7002ec122be271f2019d63376f1d385 \
+    --hash=sha256:7776ea65423ca6a15255ba1872d82d207bd1e09f6d0894ee4a64678dd2204078 \
+    --hash=sha256:784c6da1a07818491b0ffd63c6bbe5a33deaa0e25a20e1b3ea20cf0e43f8046c \
+    --hash=sha256:8535303847b89aa6b0f00aa1dc62867b5a32923e4d1681a35b5eef2d9591a463 \
+    --hash=sha256:9a7721ec204d3a237225db3e194c25268faf92e19338a35f3a224469cb6039a3 \
+    --hash=sha256:a1d3c026f57ceaad42f8231305d4653d5f05dc6332a730ae5c0bea3513de0950 \
+    --hash=sha256:ab344f1bf21f140adab8e47fdbc7c35a477dc01408791f8ba00d018dd0bc5155 \
+    --hash=sha256:ab5f23af8c16022663a652d3b25dcdc272ac3f83c3af4c02eb8b824e6b3ab9d7 \
+    --hash=sha256:ae8d0be48d1b6ed82588934aaaa179875e7dc4f3d84da18d7eae6eb3f06c242c \
+    --hash=sha256:c91c4afd8abc3908e00a44b2672718905b8611503f7ff87390cc0ac3423fb096 \
+    --hash=sha256:d5036197ecae68d7f491fcdb4df90082b0d4960ca6599ba2659957aafced7c17 \
+    --hash=sha256:d6cc757de514c00b24ae8cf5c876af2a7c3df189028d68c0cb4eaa9cd5afc2bf \
+    --hash=sha256:d933fabd8f6a319e8530d0de4fcc2e6a61917e0b0c271fded460032db42a0fe4 \
+    --hash=sha256:ea8282b9bcfe2b5e7d491d0bf7f3e2da29700cec05b49e64d6246923329f2b02 \
+    --hash=sha256:ecde0f8adef7dfdec993fd54b0f78183051b6580f606111a6d789cd14c61ea0c \
+    --hash=sha256:f21c442fdd2805e91799fbe044a7b999b8571bb0ab0f7850d0cb9641a687092b
+    # via
+    #   h5py
+    #   opt-einsum
+    #   tensorboard
+    #   tensorflow-cpu
+oauthlib==3.2.2 \
+    --hash=sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca \
+    --hash=sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918
+    # via requests-oauthlib
+opt-einsum==3.3.0 \
+    --hash=sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147 \
+    --hash=sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549
+    # via tensorflow-cpu
+packaging==23.1 \
+    --hash=sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61 \
+    --hash=sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f
+    # via
+    #   black
+    #   tensorflow-cpu
+pathspec==0.11.2 \
+    --hash=sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20 \
+    --hash=sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3
+    # via black
+platformdirs==3.10.0 \
+    --hash=sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d \
+    --hash=sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d
+    # via black
+protobuf==4.24.3 \
+    --hash=sha256:067f750169bc644da2e1ef18c785e85071b7c296f14ac53e0900e605da588719 \
+    --hash=sha256:12e9ad2ec079b833176d2921be2cb24281fa591f0b119b208b788adc48c2561d \
+    --hash=sha256:1b182c7181a2891e8f7f3a1b5242e4ec54d1f42582485a896e4de81aa17540c2 \
+    --hash=sha256:20651f11b6adc70c0f29efbe8f4a94a74caf61b6200472a9aea6e19898f9fcf4 \
+    --hash=sha256:2da777d34b4f4f7613cdf85c70eb9a90b1fbef9d36ae4a0ccfe014b0b07906f1 \
+    --hash=sha256:3d42e9e4796a811478c783ef63dc85b5a104b44aaaca85d4864d5b886e4b05e3 \
+    --hash=sha256:6e514e8af0045be2b56e56ae1bb14f43ce7ffa0f68b1c793670ccbe2c4fc7d2b \
+    --hash=sha256:b0271a701e6782880d65a308ba42bc43874dabd1a0a0f41f72d2dac3b57f8e76 \
+    --hash=sha256:ba53c2f04798a326774f0e53b9c759eaef4f6a568ea7072ec6629851c8435959 \
+    --hash=sha256:e29d79c913f17a60cf17c626f1041e5288e9885c8579832580209de8b75f2a52 \
+    --hash=sha256:f631bb982c5478e0c1c70eab383af74a84be66945ebf5dd6b06fc90079668d0b \
+    --hash=sha256:f6ccbcf027761a2978c1406070c3788f6de4a4b2cc20800cc03d52df716ad675 \
+    --hash=sha256:f6f8dc65625dadaad0c8545319c2e2f0424fede988368893ca3844261342c11a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+pyasn1==0.5.0 \
+    --hash=sha256:87a2121042a1ac9358cabcaf1d07680ff97ee6404333bacca15f76aa8ad01a57 \
+    --hash=sha256:97b7290ca68e62a832558ec3976f15cbf911bf5d7c7039d8b861c2a0ece69fde
+    # via
+    #   pyasn1-modules
+    #   rsa
+pyasn1-modules==0.3.0 \
+    --hash=sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c \
+    --hash=sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d
+    # via google-auth
+requests==2.31.0 \
+    --hash=sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f \
+    --hash=sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1
+    # via
+    #   requests-oauthlib
+    #   tensorboard
+requests-oauthlib==1.3.1 \
+    --hash=sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5 \
+    --hash=sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a
+    # via google-auth-oauthlib
+rsa==4.9 \
+    --hash=sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7 \
+    --hash=sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21
+    # via google-auth
+setuptools==68.2.2 \
+    --hash=sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87 \
+    --hash=sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+six==1.16.0 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+    # via
+    #   astunparse
+    #   google-pasta
+    #   tensorflow-cpu
+tensorboard==2.13.0 \
+    --hash=sha256:ab69961ebddbddc83f5fa2ff9233572bdad5b883778c35e4fe94bf1798bd8481
+    # via tensorflow-cpu
+tensorboard-data-server==0.7.1 \
+    --hash=sha256:255c02b7f5b03dd5c0a88c928e563441ff39e1d4b4a234cdbe09f016e53d9594 \
+    --hash=sha256:9938bd39f5041797b33921066fba0eab03a0dd10d1887a05e62ae58841ad4c3f \
+    --hash=sha256:be8d016a1aa394e6198280d4a3dc37898f56467310c5f5e617cac10a783e055a
+    # via tensorboard
+tensorflow-cpu==2.13.0 \
+    --hash=sha256:20e83c7ecadbb134f6e4d1c88673b9ef3849b93f5ebe3ee884113bb0f4551bef \
+    --hash=sha256:3945a60a11fbc46560cd919dab27f658aa0b0b2d2651efa77e09555ce1f9e084 \
+    --hash=sha256:5ad2510e6167a14d4c75372ea7bda53faac282807c3c8260a30277d52b46bd02 \
+    --hash=sha256:5cdbc9be5f6aa10d4524650148d546736f3c12c2126359168c00b60b0f8fb5df \
+    --hash=sha256:734ae22f6b8148b7e6cc6fa64f0ddf2e8489089f29d32bb89c9eb09b965b4d26 \
+    --hash=sha256:7c3a65fa027d2aa60cc2326a397319acc2deb3887b635fe8f21712711d9df692 \
+    --hash=sha256:7e20e2799f6a3908ecd34748c17a18769079ca961d2e425926d77d6b007e0e65 \
+    --hash=sha256:95bd5701c940c9fa20d76be7f5a548af3eeed91ddc0f3f53a65cc18b59e7bcb6 \
+    --hash=sha256:a83f9c80b126fd28e2c7124da4b90b8bdd34f0572b2535707cc7d5abe5a686ca \
+    --hash=sha256:d0e05ecee7277b597f8d22a5dfc68e761f9cd0348cb11ec7a0dd8a90a776d998 \
+    --hash=sha256:e3a1811376fedf7a44cc3df3e066300edd08752e892428fc0fbaf0b258b57627 \
+    --hash=sha256:e485f525b5663e5e78ba04f3c424ee63c6c08eebab8e9dd1bc55ef8a8104d183
+    # via -r requirements.in
+tensorflow-estimator==2.13.0 \
+    --hash=sha256:6f868284eaa654ae3aa7cacdbef2175d0909df9fcf11374f5166f8bf475952aa
+    # via tensorflow-cpu
+tensorflow-io-gcs-filesystem==0.34.0 \
+    --hash=sha256:027a07553367187f918a99661f63ae0506b91b77a70bee9c7ccaf3920bf7cfe7 \
+    --hash=sha256:0dafed144673e1173528768fe208a7c5a6e8edae40208381cac420ee7c918ec9 \
+    --hash=sha256:182b0fbde7e9a537fda0b354c28b0b6c035736728de8fe2db7ef49cf90352014 \
+    --hash=sha256:2b035f4c92639657b6d376929d550ac3dee9e6c0523eb434eefe0a27bae3d05b \
+    --hash=sha256:396bfff61b49f80b86ddebe0c76ae0f2731689cee49ad7d782625180b50b13af \
+    --hash=sha256:3f346b287ed2400e09b13cfd8524222fd70a66aadb9164c645286c2087007e9f \
+    --hash=sha256:44ad387a812a78e7424bb8bee3820521ae1c044bddf72b1e163e8df95c124a74 \
+    --hash=sha256:5813c336b4f7cb0a01ff4cc6cbd3edf11ef67305baf0e3cf634911b702f493f8 \
+    --hash=sha256:6e6353123a5b51397950138a118876af833a7db66b531123bb86f82e80ab0e72 \
+    --hash=sha256:7f60183473f0ca966451bb1d1bb5dc29b3cf9c74d1d0e7f2ed46760ed56bd4af \
+    --hash=sha256:8d8664bddbe4e7b56ce94db8b93ea9077a158fb5e15364e11e29f93015ceea24 \
+    --hash=sha256:a17a616d2c7fae83de4424404815843507d40d4eb0d507c636a5493a20c3d958 \
+    --hash=sha256:b20622f8572fcb6c93e8f7d626327472f263e47ebd63d2153ef09162ef5ef7b5 \
+    --hash=sha256:b9a93fcb01db269bc845a1ced431f3c61201755ce5f9ec4885760f30122276ef \
+    --hash=sha256:cbe26c4a3332589c7b724f147df453b5c226993aa8d346a15536358d77b364c4 \
+    --hash=sha256:d3feba2dd76f7c188137c34642d68d378f0eed81636cb95090ecb1496722707c \
+    --hash=sha256:d831702fbb270996b27cda7fde06e0825b2ea81fd8dd3ead35242f4f8b3889b8 \
+    --hash=sha256:ec4604c99cbb5b708f4516dee27aa655abae222b876c98b740f4c2f89dd5c001 \
+    --hash=sha256:f211d2b3db8f9931765992b607b71cbfb98c8cd6169079d004a67a94ab10ecb4
+    # via tensorflow-cpu
+termcolor==2.3.0 \
+    --hash=sha256:3afb05607b89aed0ffe25202399ee0867ad4d3cb4180d98aaf8eefa6a5f7d475 \
+    --hash=sha256:b5b08f68937f138fe92f6c089b99f1e2da0ae56c52b78bf7075fd95420fd9a5a
+    # via tensorflow-cpu
+tomli==2.0.1 \
+    --hash=sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc \
+    --hash=sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f
+    # via black
+typing-extensions==4.5.0 \
+    --hash=sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb \
+    --hash=sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4
+    # via
+    #   black
+    #   tensorflow-cpu
+urllib3==1.26.16 \
+    --hash=sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f \
+    --hash=sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14
+    # via
+    #   google-auth
+    #   requests
+werkzeug==2.3.7 \
+    --hash=sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8 \
+    --hash=sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528
+    # via tensorboard
+wheel==0.41.2 \
+    --hash=sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985 \
+    --hash=sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8
+    # via
+    #   astunparse
+    #   tensorboard
+wrapt==1.15.0 \
+    --hash=sha256:02fce1852f755f44f95af51f69d22e45080102e9d00258053b79367d07af39c0 \
+    --hash=sha256:077ff0d1f9d9e4ce6476c1a924a3332452c1406e59d90a2cf24aeb29eeac9420 \
+    --hash=sha256:078e2a1a86544e644a68422f881c48b84fef6d18f8c7a957ffd3f2e0a74a0d4a \
+    --hash=sha256:0970ddb69bba00670e58955f8019bec4a42d1785db3faa043c33d81de2bf843c \
+    --hash=sha256:1286eb30261894e4c70d124d44b7fd07825340869945c79d05bda53a40caa079 \
+    --hash=sha256:21f6d9a0d5b3a207cdf7acf8e58d7d13d463e639f0c7e01d82cdb671e6cb7923 \
+    --hash=sha256:230ae493696a371f1dbffaad3dafbb742a4d27a0afd2b1aecebe52b740167e7f \
+    --hash=sha256:26458da5653aa5b3d8dc8b24192f574a58984c749401f98fff994d41d3f08da1 \
+    --hash=sha256:2cf56d0e237280baed46f0b5316661da892565ff58309d4d2ed7dba763d984b8 \
+    --hash=sha256:2e51de54d4fb8fb50d6ee8327f9828306a959ae394d3e01a1ba8b2f937747d86 \
+    --hash=sha256:2fbfbca668dd15b744418265a9607baa970c347eefd0db6a518aaf0cfbd153c0 \
+    --hash=sha256:38adf7198f8f154502883242f9fe7333ab05a5b02de7d83aa2d88ea621f13364 \
+    --hash=sha256:3a8564f283394634a7a7054b7983e47dbf39c07712d7b177b37e03f2467a024e \
+    --hash=sha256:3abbe948c3cbde2689370a262a8d04e32ec2dd4f27103669a45c6929bcdbfe7c \
+    --hash=sha256:3bbe623731d03b186b3d6b0d6f51865bf598587c38d6f7b0be2e27414f7f214e \
+    --hash=sha256:40737a081d7497efea35ab9304b829b857f21558acfc7b3272f908d33b0d9d4c \
+    --hash=sha256:41d07d029dd4157ae27beab04d22b8e261eddfc6ecd64ff7000b10dc8b3a5727 \
+    --hash=sha256:46ed616d5fb42f98630ed70c3529541408166c22cdfd4540b88d5f21006b0eff \
+    --hash=sha256:493d389a2b63c88ad56cdc35d0fa5752daac56ca755805b1b0c530f785767d5e \
+    --hash=sha256:4ff0d20f2e670800d3ed2b220d40984162089a6e2c9646fdb09b85e6f9a8fc29 \
+    --hash=sha256:54accd4b8bc202966bafafd16e69da9d5640ff92389d33d28555c5fd4f25ccb7 \
+    --hash=sha256:56374914b132c702aa9aa9959c550004b8847148f95e1b824772d453ac204a72 \
+    --hash=sha256:578383d740457fa790fdf85e6d346fda1416a40549fe8db08e5e9bd281c6a475 \
+    --hash=sha256:58d7a75d731e8c63614222bcb21dd992b4ab01a399f1f09dd82af17bbfc2368a \
+    --hash=sha256:5c5aa28df055697d7c37d2099a7bc09f559d5053c3349b1ad0c39000e611d317 \
+    --hash=sha256:5fc8e02f5984a55d2c653f5fea93531e9836abbd84342c1d1e17abc4a15084c2 \
+    --hash=sha256:63424c681923b9f3bfbc5e3205aafe790904053d42ddcc08542181a30a7a51bd \
+    --hash=sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640 \
+    --hash=sha256:74934ebd71950e3db69960a7da29204f89624dde411afbfb3b4858c1409b1e98 \
+    --hash=sha256:75669d77bb2c071333417617a235324a1618dba66f82a750362eccbe5b61d248 \
+    --hash=sha256:75760a47c06b5974aa5e01949bf7e66d2af4d08cb8c1d6516af5e39595397f5e \
+    --hash=sha256:76407ab327158c510f44ded207e2f76b657303e17cb7a572ffe2f5a8a48aa04d \
+    --hash=sha256:76e9c727a874b4856d11a32fb0b389afc61ce8aaf281ada613713ddeadd1cfec \
+    --hash=sha256:77d4c1b881076c3ba173484dfa53d3582c1c8ff1f914c6461ab70c8428b796c1 \
+    --hash=sha256:780c82a41dc493b62fc5884fb1d3a3b81106642c5c5c78d6a0d4cbe96d62ba7e \
+    --hash=sha256:7dc0713bf81287a00516ef43137273b23ee414fe41a3c14be10dd95ed98a2df9 \
+    --hash=sha256:7eebcdbe3677e58dd4c0e03b4f2cfa346ed4049687d839adad68cc38bb559c92 \
+    --hash=sha256:896689fddba4f23ef7c718279e42f8834041a21342d95e56922e1c10c0cc7afb \
+    --hash=sha256:96177eb5645b1c6985f5c11d03fc2dbda9ad24ec0f3a46dcce91445747e15094 \
+    --hash=sha256:96e25c8603a155559231c19c0349245eeb4ac0096fe3c1d0be5c47e075bd4f46 \
+    --hash=sha256:9d37ac69edc5614b90516807de32d08cb8e7b12260a285ee330955604ed9dd29 \
+    --hash=sha256:9ed6aa0726b9b60911f4aed8ec5b8dd7bf3491476015819f56473ffaef8959bd \
+    --hash=sha256:a487f72a25904e2b4bbc0817ce7a8de94363bd7e79890510174da9d901c38705 \
+    --hash=sha256:a4cbb9ff5795cd66f0066bdf5947f170f5d63a9274f99bdbca02fd973adcf2a8 \
+    --hash=sha256:a74d56552ddbde46c246b5b89199cb3fd182f9c346c784e1a93e4dc3f5ec9975 \
+    --hash=sha256:a89ce3fd220ff144bd9d54da333ec0de0399b52c9ac3d2ce34b569cf1a5748fb \
+    --hash=sha256:abd52a09d03adf9c763d706df707c343293d5d106aea53483e0ec8d9e310ad5e \
+    --hash=sha256:abd8f36c99512755b8456047b7be10372fca271bf1467a1caa88db991e7c421b \
+    --hash=sha256:af5bd9ccb188f6a5fdda9f1f09d9f4c86cc8a539bd48a0bfdc97723970348418 \
+    --hash=sha256:b02f21c1e2074943312d03d243ac4388319f2456576b2c6023041c4d57cd7019 \
+    --hash=sha256:b06fa97478a5f478fb05e1980980a7cdf2712015493b44d0c87606c1513ed5b1 \
+    --hash=sha256:b0724f05c396b0a4c36a3226c31648385deb6a65d8992644c12a4963c70326ba \
+    --hash=sha256:b130fe77361d6771ecf5a219d8e0817d61b236b7d8b37cc045172e574ed219e6 \
+    --hash=sha256:b56d5519e470d3f2fe4aa7585f0632b060d532d0696c5bdfb5e8319e1d0f69a2 \
+    --hash=sha256:b67b819628e3b748fd3c2192c15fb951f549d0f47c0449af0764d7647302fda3 \
+    --hash=sha256:ba1711cda2d30634a7e452fc79eabcadaffedf241ff206db2ee93dd2c89a60e7 \
+    --hash=sha256:bbeccb1aa40ab88cd29e6c7d8585582c99548f55f9b2581dfc5ba68c59a85752 \
+    --hash=sha256:bd84395aab8e4d36263cd1b9308cd504f6cf713b7d6d3ce25ea55670baec5416 \
+    --hash=sha256:c99f4309f5145b93eca6e35ac1a988f0dc0a7ccf9ccdcd78d3c0adf57224e62f \
+    --hash=sha256:ca1cccf838cd28d5a0883b342474c630ac48cac5df0ee6eacc9c7290f76b11c1 \
+    --hash=sha256:cd525e0e52a5ff16653a3fc9e3dd827981917d34996600bbc34c05d048ca35cc \
+    --hash=sha256:cdb4f085756c96a3af04e6eca7f08b1345e94b53af8921b25c72f096e704e145 \
+    --hash=sha256:ce42618f67741d4697684e501ef02f29e758a123aa2d669e2d964ff734ee00ee \
+    --hash=sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a \
+    --hash=sha256:d5fe3e099cf07d0fb5a1e23d399e5d4d1ca3e6dfcbe5c8570ccff3e9208274f7 \
+    --hash=sha256:d6bcbfc99f55655c3d93feb7ef3800bd5bbe963a755687cbf1f490a71fb7794b \
+    --hash=sha256:d787272ed958a05b2c86311d3a4135d3c2aeea4fc655705f074130aa57d71653 \
+    --hash=sha256:e169e957c33576f47e21864cf3fc9ff47c223a4ebca8960079b8bd36cb014fd0 \
+    --hash=sha256:e20076a211cd6f9b44a6be58f7eeafa7ab5720eb796975d0c03f05b47d89eb90 \
+    --hash=sha256:e826aadda3cae59295b95343db8f3d965fb31059da7de01ee8d1c40a60398b29 \
+    --hash=sha256:eef4d64c650f33347c1f9266fa5ae001440b232ad9b98f1f43dfe7a79435c0a6 \
+    --hash=sha256:f2e69b3ed24544b0d3dbe2c5c0ba5153ce50dcebb576fdc4696d52aa22db6034 \
+    --hash=sha256:f87ec75864c37c4c6cb908d282e1969e79763e0d9becdfe9fe5473b7bb1e5f09 \
+    --hash=sha256:fbec11614dba0424ca72f4e8ba3c420dba07b4a7c206c8c8e4e73f2e98f4c559 \
+    --hash=sha256:fd69666217b62fa5d7c6aa88e507493a34dec4fa20c5bd925e4bc12fce586639
+    # via tensorflow-cpu
+zipp==3.17.0 \
+    --hash=sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31 \
+    --hash=sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0
+    # via importlib-metadata
diff --git a/requirements_3_8.txt b/requirements_3_8.txt
new file mode 100644
index 0000000..9d3329a
--- /dev/null
+++ b/requirements_3_8.txt
@@ -0,0 +1,586 @@
+#
+# This file is autogenerated by pip-compile with Python 3.8
+# by the following command:
+#
+#    bazel run //:requirements_3_8.update
+#
+absl-py==2.0.0 \
+    --hash=sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3 \
+    --hash=sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+astunparse==1.6.3 \
+    --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
+    --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
+    # via tensorflow-cpu
+black==23.9.1 \
+    --hash=sha256:031e8c69f3d3b09e1aa471a926a1eeb0b9071f80b17689a655f7885ac9325a6f \
+    --hash=sha256:13a2e4a93bb8ca74a749b6974925c27219bb3df4d42fc45e948a5d9feb5122b7 \
+    --hash=sha256:13ef033794029b85dfea8032c9d3b92b42b526f1ff4bf13b2182ce4e917f5100 \
+    --hash=sha256:14f04c990259576acd093871e7e9b14918eb28f1866f91968ff5524293f9c573 \
+    --hash=sha256:24b6b3ff5c6d9ea08a8888f6977eae858e1f340d7260cf56d70a49823236b62d \
+    --hash=sha256:403397c033adbc45c2bd41747da1f7fc7eaa44efbee256b53842470d4ac5a70f \
+    --hash=sha256:50254ebfa56aa46a9fdd5d651f9637485068a1adf42270148cd101cdf56e0ad9 \
+    --hash=sha256:538efb451cd50f43aba394e9ec7ad55a37598faae3348d723b59ea8e91616300 \
+    --hash=sha256:638619a559280de0c2aa4d76f504891c9860bb8fa214267358f0a20f27c12948 \
+    --hash=sha256:6a3b50e4b93f43b34a9d3ef00d9b6728b4a722c997c99ab09102fd5efdb88325 \
+    --hash=sha256:6ccd59584cc834b6d127628713e4b6b968e5f79572da66284532525a042549f9 \
+    --hash=sha256:75a2dc41b183d4872d3a500d2b9c9016e67ed95738a3624f4751a0cb4818fe71 \
+    --hash=sha256:7d30ec46de88091e4316b17ae58bbbfc12b2de05e069030f6b747dfc649ad186 \
+    --hash=sha256:8431445bf62d2a914b541da7ab3e2b4f3bc052d2ccbf157ebad18ea126efb91f \
+    --hash=sha256:8fc1ddcf83f996247505db6b715294eba56ea9372e107fd54963c7553f2b6dfe \
+    --hash=sha256:a732b82747235e0542c03bf352c126052c0fbc458d8a239a94701175b17d4855 \
+    --hash=sha256:adc3e4442eef57f99b5590b245a328aad19c99552e0bdc7f0b04db6656debd80 \
+    --hash=sha256:c46767e8df1b7beefb0899c4a95fb43058fa8500b6db144f4ff3ca38eb2f6393 \
+    --hash=sha256:c619f063c2d68f19b2d7270f4cf3192cb81c9ec5bc5ba02df91471d0b88c4c5c \
+    --hash=sha256:cf3a4d00e4cdb6734b64bf23cd4341421e8953615cba6b3670453737a72ec204 \
+    --hash=sha256:cf99f3de8b3273a8317681d8194ea222f10e0133a24a7548c73ce44ea1679377 \
+    --hash=sha256:d6bc09188020c9ac2555a498949401ab35bb6bf76d4e0f8ee251694664df6301
+    # via -r requirements.in
+cachetools==5.3.1 \
+    --hash=sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590 \
+    --hash=sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b
+    # via google-auth
+certifi==2023.7.22 \
+    --hash=sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082 \
+    --hash=sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9
+    # via requests
+charset-normalizer==3.2.0 \
+    --hash=sha256:04e57ab9fbf9607b77f7d057974694b4f6b142da9ed4a199859d9d4d5c63fe96 \
+    --hash=sha256:09393e1b2a9461950b1c9a45d5fd251dc7c6f228acab64da1c9c0165d9c7765c \
+    --hash=sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710 \
+    --hash=sha256:1000fba1057b92a65daec275aec30586c3de2401ccdcd41f8a5c1e2c87078706 \
+    --hash=sha256:1249cbbf3d3b04902ff081ffbb33ce3377fa6e4c7356f759f3cd076cc138d020 \
+    --hash=sha256:1920d4ff15ce893210c1f0c0e9d19bfbecb7983c76b33f046c13a8ffbd570252 \
+    --hash=sha256:193cbc708ea3aca45e7221ae58f0fd63f933753a9bfb498a3b474878f12caaad \
+    --hash=sha256:1a100c6d595a7f316f1b6f01d20815d916e75ff98c27a01ae817439ea7726329 \
+    --hash=sha256:1f30b48dd7fa1474554b0b0f3fdfdd4c13b5c737a3c6284d3cdc424ec0ffff3a \
+    --hash=sha256:203f0c8871d5a7987be20c72442488a0b8cfd0f43b7973771640fc593f56321f \
+    --hash=sha256:246de67b99b6851627d945db38147d1b209a899311b1305dd84916f2b88526c6 \
+    --hash=sha256:2dee8e57f052ef5353cf608e0b4c871aee320dd1b87d351c28764fc0ca55f9f4 \
+    --hash=sha256:2efb1bd13885392adfda4614c33d3b68dee4921fd0ac1d3988f8cbb7d589e72a \
+    --hash=sha256:2f4ac36d8e2b4cc1aa71df3dd84ff8efbe3bfb97ac41242fbcfc053c67434f46 \
+    --hash=sha256:3170c9399da12c9dc66366e9d14da8bf7147e1e9d9ea566067bbce7bb74bd9c2 \
+    --hash=sha256:3b1613dd5aee995ec6d4c69f00378bbd07614702a315a2cf6c1d21461fe17c23 \
+    --hash=sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace \
+    --hash=sha256:3bb7fda7260735efe66d5107fb7e6af6a7c04c7fce9b2514e04b7a74b06bf5dd \
+    --hash=sha256:41b25eaa7d15909cf3ac4c96088c1f266a9a93ec44f87f1d13d4a0e86c81b982 \
+    --hash=sha256:45de3f87179c1823e6d9e32156fb14c1927fcc9aba21433f088fdfb555b77c10 \
+    --hash=sha256:46fb8c61d794b78ec7134a715a3e564aafc8f6b5e338417cb19fe9f57a5a9bf2 \
+    --hash=sha256:48021783bdf96e3d6de03a6e39a1171ed5bd7e8bb93fc84cc649d11490f87cea \
+    --hash=sha256:4957669ef390f0e6719db3613ab3a7631e68424604a7b448f079bee145da6e09 \
+    --hash=sha256:5e86d77b090dbddbe78867a0275cb4df08ea195e660f1f7f13435a4649e954e5 \
+    --hash=sha256:6339d047dab2780cc6220f46306628e04d9750f02f983ddb37439ca47ced7149 \
+    --hash=sha256:681eb3d7e02e3c3655d1b16059fbfb605ac464c834a0c629048a30fad2b27489 \
+    --hash=sha256:6c409c0deba34f147f77efaa67b8e4bb83d2f11c8806405f76397ae5b8c0d1c9 \
+    --hash=sha256:7095f6fbfaa55defb6b733cfeb14efaae7a29f0b59d8cf213be4e7ca0b857b80 \
+    --hash=sha256:70c610f6cbe4b9fce272c407dd9d07e33e6bf7b4aa1b7ffb6f6ded8e634e3592 \
+    --hash=sha256:72814c01533f51d68702802d74f77ea026b5ec52793c791e2da806a3844a46c3 \
+    --hash=sha256:7a4826ad2bd6b07ca615c74ab91f32f6c96d08f6fcc3902ceeedaec8cdc3bcd6 \
+    --hash=sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed \
+    --hash=sha256:855eafa5d5a2034b4621c74925d89c5efef61418570e5ef9b37717d9c796419c \
+    --hash=sha256:8700f06d0ce6f128de3ccdbc1acaea1ee264d2caa9ca05daaf492fde7c2a7200 \
+    --hash=sha256:89f1b185a01fe560bc8ae5f619e924407efca2191b56ce749ec84982fc59a32a \
+    --hash=sha256:8b2c760cfc7042b27ebdb4a43a4453bd829a5742503599144d54a032c5dc7e9e \
+    --hash=sha256:8c2f5e83493748286002f9369f3e6607c565a6a90425a3a1fef5ae32a36d749d \
+    --hash=sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6 \
+    --hash=sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623 \
+    --hash=sha256:95eb302ff792e12aba9a8b8f8474ab229a83c103d74a750ec0bd1c1eea32e669 \
+    --hash=sha256:9bd9b3b31adcb054116447ea22caa61a285d92e94d710aa5ec97992ff5eb7cf3 \
+    --hash=sha256:9e608aafdb55eb9f255034709e20d5a83b6d60c054df0802fa9c9883d0a937aa \
+    --hash=sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9 \
+    --hash=sha256:a386ebe437176aab38c041de1260cd3ea459c6ce5263594399880bbc398225b2 \
+    --hash=sha256:a38856a971c602f98472050165cea2cdc97709240373041b69030be15047691f \
+    --hash=sha256:a401b4598e5d3f4a9a811f3daf42ee2291790c7f9d74b18d75d6e21dda98a1a1 \
+    --hash=sha256:a7647ebdfb9682b7bb97e2a5e7cb6ae735b1c25008a70b906aecca294ee96cf4 \
+    --hash=sha256:aaf63899c94de41fe3cf934601b0f7ccb6b428c6e4eeb80da72c58eab077b19a \
+    --hash=sha256:b0dac0ff919ba34d4df1b6131f59ce95b08b9065233446be7e459f95554c0dc8 \
+    --hash=sha256:baacc6aee0b2ef6f3d308e197b5d7a81c0e70b06beae1f1fcacffdbd124fe0e3 \
+    --hash=sha256:bf420121d4c8dce6b889f0e8e4ec0ca34b7f40186203f06a946fa0276ba54029 \
+    --hash=sha256:c04a46716adde8d927adb9457bbe39cf473e1e2c2f5d0a16ceb837e5d841ad4f \
+    --hash=sha256:c0b21078a4b56965e2b12f247467b234734491897e99c1d51cee628da9786959 \
+    --hash=sha256:c1c76a1743432b4b60ab3358c937a3fe1341c828ae6194108a94c69028247f22 \
+    --hash=sha256:c4983bf937209c57240cff65906b18bb35e64ae872da6a0db937d7b4af845dd7 \
+    --hash=sha256:c4fb39a81950ec280984b3a44f5bd12819953dc5fa3a7e6fa7a80db5ee853952 \
+    --hash=sha256:c57921cda3a80d0f2b8aec7e25c8aa14479ea92b5b51b6876d975d925a2ea346 \
+    --hash=sha256:c8063cf17b19661471ecbdb3df1c84f24ad2e389e326ccaf89e3fb2484d8dd7e \
+    --hash=sha256:ccd16eb18a849fd8dcb23e23380e2f0a354e8daa0c984b8a732d9cfaba3a776d \
+    --hash=sha256:cd6dbe0238f7743d0efe563ab46294f54f9bc8f4b9bcf57c3c666cc5bc9d1299 \
+    --hash=sha256:d62e51710986674142526ab9f78663ca2b0726066ae26b78b22e0f5e571238dd \
+    --hash=sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a \
+    --hash=sha256:e03b8895a6990c9ab2cdcd0f2fe44088ca1c65ae592b8f795c3294af00a461c3 \
+    --hash=sha256:e1c8a2f4c69e08e89632defbfabec2feb8a8d99edc9f89ce33c4b9e36ab63037 \
+    --hash=sha256:e4b749b9cc6ee664a3300bb3a273c1ca8068c46be705b6c31cf5d276f8628a94 \
+    --hash=sha256:e6a5bf2cba5ae1bb80b154ed68a3cfa2fa00fde979a7f50d6598d3e17d9ac20c \
+    --hash=sha256:e857a2232ba53ae940d3456f7533ce6ca98b81917d47adc3c7fd55dad8fab858 \
+    --hash=sha256:ee4006268ed33370957f55bf2e6f4d263eaf4dc3cfc473d1d90baff6ed36ce4a \
+    --hash=sha256:eef9df1eefada2c09a5e7a40991b9fc6ac6ef20b1372abd48d2794a316dc0449 \
+    --hash=sha256:f058f6963fd82eb143c692cecdc89e075fa0828db2e5b291070485390b2f1c9c \
+    --hash=sha256:f25c229a6ba38a35ae6e25ca1264621cc25d4d38dca2942a7fce0b67a4efe918 \
+    --hash=sha256:f2a1d0fd4242bd8643ce6f98927cf9c04540af6efa92323e9d3124f57727bfc1 \
+    --hash=sha256:f7560358a6811e52e9c4d142d497f1a6e10103d3a6881f18d04dbce3729c0e2c \
+    --hash=sha256:f779d3ad205f108d14e99bb3859aa7dd8e9c68874617c72354d7ecaec2a054ac \
+    --hash=sha256:f87f746ee241d30d6ed93969de31e5ffd09a2961a051e60ae6bddde9ec3583aa
+    # via requests
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via black
+flatbuffers==23.5.26 \
+    --hash=sha256:9ea1144cac05ce5d86e2859f431c6cd5e66cd9c78c558317c7955fb8d4c78d89 \
+    --hash=sha256:c0ff356da363087b915fde4b8b45bdda73432fc17cddb3c8157472eab1422ad1
+    # via tensorflow-cpu
+gast==0.4.0 \
+    --hash=sha256:40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1 \
+    --hash=sha256:b7adcdd5adbebf1adf17378da5ba3f543684dbec47b1cda1f3997e573cd542c4
+    # via tensorflow-cpu
+google-auth==2.23.0 \
+    --hash=sha256:2cec41407bd1e207f5b802638e32bb837df968bb5c05f413d0fa526fac4cf7a7 \
+    --hash=sha256:753a26312e6f1eaeec20bc6f2644a10926697da93446e1f8e24d6d32d45a922a
+    # via
+    #   google-auth-oauthlib
+    #   tensorboard
+google-auth-oauthlib==1.0.0 \
+    --hash=sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb \
+    --hash=sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5
+    # via tensorboard
+google-pasta==0.2.0 \
+    --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
+    --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
+    --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
+    # via tensorflow-cpu
+grpcio==1.58.0 \
+    --hash=sha256:002f228d197fea12797a14e152447044e14fb4fdb2eb5d6cfa496f29ddbf79ef \
+    --hash=sha256:039003a5e0ae7d41c86c768ef8b3ee2c558aa0a23cf04bf3c23567f37befa092 \
+    --hash=sha256:09206106848462763f7f273ca93d2d2d4d26cab475089e0de830bb76be04e9e8 \
+    --hash=sha256:128eb1f8e70676d05b1b0c8e6600320fc222b3f8c985a92224248b1367122188 \
+    --hash=sha256:1c1c5238c6072470c7f1614bf7c774ffde6b346a100521de9ce791d1e4453afe \
+    --hash=sha256:1ed979b273a81de36fc9c6716d9fb09dd3443efa18dcc8652501df11da9583e9 \
+    --hash=sha256:201e550b7e2ede113b63e718e7ece93cef5b0fbf3c45e8fe4541a5a4305acd15 \
+    --hash=sha256:212f38c6a156862098f6bdc9a79bf850760a751d259d8f8f249fc6d645105855 \
+    --hash=sha256:24765a627eb4d9288ace32d5104161c3654128fe27f2808ecd6e9b0cfa7fc8b9 \
+    --hash=sha256:24edec346e69e672daf12b2c88e95c6f737f3792d08866101d8c5f34370c54fd \
+    --hash=sha256:2ef8d4a76d2c7d8065aba829f8d0bc0055495c998dce1964ca5b302d02514fb3 \
+    --hash=sha256:2f85f87e2f087d9f632c085b37440a3169fda9cdde80cb84057c2fc292f8cbdf \
+    --hash=sha256:3886b4d56bd4afeac518dbc05933926198aa967a7d1d237a318e6fbc47141577 \
+    --hash=sha256:3e6bebf1dfdbeb22afd95650e4f019219fef3ab86d3fca8ebade52e4bc39389a \
+    --hash=sha256:458899d2ebd55d5ca2350fd3826dfd8fcb11fe0f79828ae75e2b1e6051d50a29 \
+    --hash=sha256:4891bbb4bba58acd1d620759b3be11245bfe715eb67a4864c8937b855b7ed7fa \
+    --hash=sha256:4b12754af201bb993e6e2efd7812085ddaaef21d0a6f0ff128b97de1ef55aa4a \
+    --hash=sha256:532410c51ccd851b706d1fbc00a87be0f5312bd6f8e5dbf89d4e99c7f79d7499 \
+    --hash=sha256:5b23d75e5173faa3d1296a7bedffb25afd2fddb607ef292dfc651490c7b53c3d \
+    --hash=sha256:62831d5e251dd7561d9d9e83a0b8655084b2a1f8ea91e4bd6b3cedfefd32c9d2 \
+    --hash=sha256:652978551af02373a5a313e07bfef368f406b5929cf2d50fa7e4027f913dbdb4 \
+    --hash=sha256:6801ff6652ecd2aae08ef994a3e49ff53de29e69e9cd0fd604a79ae4e545a95c \
+    --hash=sha256:6cba491c638c76d3dc6c191d9c75041ca5b8f5c6de4b8327ecdcab527f130bb4 \
+    --hash=sha256:7e473a7abad9af48e3ab5f3b5d237d18208024d28ead65a459bd720401bd2f8f \
+    --hash=sha256:8774219e21b05f750eef8adc416e9431cf31b98f6ce9def288e4cea1548cbd22 \
+    --hash=sha256:8f061722cad3f9aabb3fbb27f3484ec9d4667b7328d1a7800c3c691a98f16bb0 \
+    --hash=sha256:92ae871a902cf19833328bd6498ec007b265aabf2fda845ab5bd10abcaf4c8c6 \
+    --hash=sha256:9f13a171281ebb4d7b1ba9f06574bce2455dcd3f2f6d1fbe0fd0d84615c74045 \
+    --hash=sha256:a2d67ff99e70e86b2be46c1017ae40b4840d09467d5455b2708de6d4c127e143 \
+    --hash=sha256:b5e8db0aff0a4819946215f156bd722b6f6c8320eb8419567ffc74850c9fd205 \
+    --hash=sha256:ba0af11938acf8cd4cf815c46156bcde36fa5850518120920d52620cc3ec1830 \
+    --hash=sha256:bc325fed4d074367bebd465a20763586e5e1ed5b943e9d8bc7c162b1f44fd602 \
+    --hash=sha256:bc7ffef430b80345729ff0a6825e9d96ac87efe39216e87ac58c6c4ef400de93 \
+    --hash=sha256:cde11577d5b6fd73a00e6bfa3cf5f428f3f33c2d2878982369b5372bbc4acc60 \
+    --hash=sha256:d4cef77ad2fed42b1ba9143465856d7e737279854e444925d5ba45fc1f3ba727 \
+    --hash=sha256:d79b660681eb9bc66cc7cbf78d1b1b9e335ee56f6ea1755d34a31108b80bd3c8 \
+    --hash=sha256:d81c2b2b24c32139dd2536972f1060678c6b9fbd106842a9fcdecf07b233eccd \
+    --hash=sha256:dc72e04620d49d3007771c0e0348deb23ca341c0245d610605dddb4ac65a37cb \
+    --hash=sha256:dcfba7befe3a55dab6fe1eb7fc9359dc0c7f7272b30a70ae0af5d5b063842f28 \
+    --hash=sha256:e9f995a8a421405958ff30599b4d0eec244f28edc760de82f0412c71c61763d2 \
+    --hash=sha256:eb6b92036ff312d5b4182fa72e8735d17aceca74d0d908a7f08e375456f03e07 \
+    --hash=sha256:f0241f7eb0d2303a545136c59bc565a35c4fc3b924ccbd69cb482f4828d6f31c \
+    --hash=sha256:fad9295fe02455d4f158ad72c90ef8b4bcaadfdb5efb5795f7ab0786ad67dd58 \
+    --hash=sha256:fbcecb6aedd5c1891db1d70efbfbdc126c986645b5dd616a045c07d6bd2dfa86 \
+    --hash=sha256:fe643af248442221db027da43ed43e53b73e11f40c9043738de9a2b4b6ca7697
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+h5py==3.9.0 \
+    --hash=sha256:12aa556d540f11a2cae53ea7cfb94017353bd271fb3962e1296b342f6550d1b8 \
+    --hash=sha256:23e74b878bbe1653ab34ca49b83cac85529cd0b36b9d625516c5830cc5ca2eac \
+    --hash=sha256:36408f8c62f50007d14e000f9f3acf77e103b9e932c114cbe52a3089e50ebf94 \
+    --hash=sha256:3f457089c5d524b7998e3649bc63240679b8fb0a3859ea53bbb06841f3d755f1 \
+    --hash=sha256:54f01202cdea754ab4227dd27014bdbd561a4bbe4b631424fd812f7c2ce9c6ac \
+    --hash=sha256:551e358db05a874a0f827b22e95b30092f2303edc4b91bb62ad2f10e0236e1a0 \
+    --hash=sha256:64acceaf6aff92af091a4b83f6dee3cf8d3061f924a6bb3a33eb6c4658a8348b \
+    --hash=sha256:6822a814b9d8b8363ff102f76ea8d026f0ca25850bb579d85376029ee3e73b93 \
+    --hash=sha256:78e44686334cbbf2dd21d9df15823bc38663f27a3061f6a032c68a3e30c47bf7 \
+    --hash=sha256:79bbca34696c6f9eeeb36a91776070c49a060b2879828e2c8fa6c58b8ed10dd1 \
+    --hash=sha256:804c7fb42a34c8ab3a3001901c977a5c24d2e9c586a0f3e7c0a389130b4276fc \
+    --hash=sha256:8d9492391ff5c3c80ec30ae2fe82a3f0efd1e750833739c25b0d090e3be1b095 \
+    --hash=sha256:95f7a745efd0d56076999b52e8da5fad5d30823bac98b59c68ae75588d09991a \
+    --hash=sha256:9da9e7e63376c32704e37ad4cea2dceae6964cee0d8515185b3ab9cbd6b947bc \
+    --hash=sha256:a4e20897c88759cbcbd38fb45b507adc91af3e0f67722aa302d71f02dd44d286 \
+    --hash=sha256:a6284061f3214335e1eec883a6ee497dbe7a79f19e6a57fed2dd1f03acd5a8cb \
+    --hash=sha256:d97409e17915798029e297a84124705c8080da901307ea58f29234e09b073ddc \
+    --hash=sha256:dbf5225543ca35ce9f61c950b73899a82be7ba60d58340e76d0bd42bf659235a \
+    --hash=sha256:e604db6521c1e367c6bd7fad239c847f53cc46646f2d2651372d05ae5e95f817 \
+    --hash=sha256:eb7bdd5e601dd1739698af383be03f3dad0465fe67184ebd5afca770f50df9d6 \
+    --hash=sha256:f68b41efd110ce9af1cbe6fa8af9f4dcbadace6db972d30828b911949e28fadd
+    # via tensorflow-cpu
+idna==3.4 \
+    --hash=sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4 \
+    --hash=sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2
+    # via requests
+importlib-metadata==6.8.0 \
+    --hash=sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb \
+    --hash=sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743
+    # via markdown
+keras==2.13.1 \
+    --hash=sha256:5ce5f706f779fa7330e63632f327b75ce38144a120376b2ae1917c00fa6136af \
+    --hash=sha256:5df12cc241a015a11b65ddb452c0eeb2744fce21d9b54ba48db87492568ccc68
+    # via tensorflow-cpu
+libclang==16.0.6 \
+    --hash=sha256:1e940048f51d0b0999099a9b78629ab8a64b62af5e9ff1b2b062439c21ee244d \
+    --hash=sha256:4a9acbfd9c135a72f80d5dbff7588dfb0c81458244a89b9e83526e8595880e0a \
+    --hash=sha256:4acdde39dfe410c877b4ccc0d4b57eb952100e4ee26bbdf6cfdb88e2033a7d31 \
+    --hash=sha256:8130482120500476a027171f8f3c8dfc2536b591716eea71fc5da22cae13131b \
+    --hash=sha256:88bc7e7b393c32e41e03ba77ef02fdd647da1f764c2cd028e69e0837080b79f6 \
+    --hash=sha256:9dcdc730939788b8b69ffd6d5d75fe5366e3ee007f1e36a99799ec0b0c001492 \
+    --hash=sha256:d80ed5827736ed5ec2bcedf536720476fd9d4fa4c79ef0cb24aea4c59332f361 \
+    --hash=sha256:da9e47ebc3f0a6d90fb169ef25f9fbcd29b4a4ef97a8b0e3e3a17800af1423f4 \
+    --hash=sha256:daab4a11dae228f1efa9efa3fe638b493b14d8d52c71fb3c7019e2f1df4514c2 \
+    --hash=sha256:e1a5ad1e895e5443e205568c85c04b4608e4e973dae42f4dfd9cb46c81d1486b \
+    --hash=sha256:f04e3060ae1f207f234d0608900c99c50edcb743e5e18276d78da2ddd727d39f
+    # via tensorflow-cpu
+markdown==3.4.4 \
+    --hash=sha256:225c6123522495d4119a90b3a3ba31a1e87a70369e03f14799ea9c0d7183a3d6 \
+    --hash=sha256:a4c1b65c0957b4bd9e7d86ddc7b3c9868fb9670660f6f99f6d1bca8954d5a941
+    # via tensorboard
+markupsafe==2.1.3 \
+    --hash=sha256:05fb21170423db021895e1ea1e1f3ab3adb85d1c2333cbc2310f2a26bc77272e \
+    --hash=sha256:0a4e4a1aff6c7ac4cd55792abf96c915634c2b97e3cc1c7129578aa68ebd754e \
+    --hash=sha256:10bbfe99883db80bdbaff2dcf681dfc6533a614f700da1287707e8a5d78a8431 \
+    --hash=sha256:134da1eca9ec0ae528110ccc9e48041e0828d79f24121a1a146161103c76e686 \
+    --hash=sha256:14ff806850827afd6b07a5f32bd917fb7f45b046ba40c57abdb636674a8b559c \
+    --hash=sha256:1577735524cdad32f9f694208aa75e422adba74f1baee7551620e43a3141f559 \
+    --hash=sha256:1b40069d487e7edb2676d3fbdb2b0829ffa2cd63a2ec26c4938b2d34391b4ecc \
+    --hash=sha256:1b8dd8c3fd14349433c79fa8abeb573a55fc0fdd769133baac1f5e07abf54aeb \
+    --hash=sha256:1f67c7038d560d92149c060157d623c542173016c4babc0c1913cca0564b9939 \
+    --hash=sha256:282c2cb35b5b673bbcadb33a585408104df04f14b2d9b01d4c345a3b92861c2c \
+    --hash=sha256:2c1b19b3aaacc6e57b7e25710ff571c24d6c3613a45e905b1fde04d691b98ee0 \
+    --hash=sha256:2ef12179d3a291be237280175b542c07a36e7f60718296278d8593d21ca937d4 \
+    --hash=sha256:338ae27d6b8745585f87218a3f23f1512dbf52c26c28e322dbe54bcede54ccb9 \
+    --hash=sha256:3c0fae6c3be832a0a0473ac912810b2877c8cb9d76ca48de1ed31e1c68386575 \
+    --hash=sha256:3fd4abcb888d15a94f32b75d8fd18ee162ca0c064f35b11134be77050296d6ba \
+    --hash=sha256:42de32b22b6b804f42c5d98be4f7e5e977ecdd9ee9b660fda1a3edf03b11792d \
+    --hash=sha256:47d4f1c5f80fc62fdd7777d0d40a2e9dda0a05883ab11374334f6c4de38adffd \
+    --hash=sha256:504b320cd4b7eff6f968eddf81127112db685e81f7e36e75f9f84f0df46041c3 \
+    --hash=sha256:525808b8019e36eb524b8c68acdd63a37e75714eac50e988180b169d64480a00 \
+    --hash=sha256:56d9f2ecac662ca1611d183feb03a3fa4406469dafe241673d521dd5ae92a155 \
+    --hash=sha256:5bbe06f8eeafd38e5d0a4894ffec89378b6c6a625ff57e3028921f8ff59318ac \
+    --hash=sha256:65c1a9bcdadc6c28eecee2c119465aebff8f7a584dd719facdd9e825ec61ab52 \
+    --hash=sha256:68e78619a61ecf91e76aa3e6e8e33fc4894a2bebe93410754bd28fce0a8a4f9f \
+    --hash=sha256:69c0f17e9f5a7afdf2cc9fb2d1ce6aabdb3bafb7f38017c0b77862bcec2bbad8 \
+    --hash=sha256:6b2b56950d93e41f33b4223ead100ea0fe11f8e6ee5f641eb753ce4b77a7042b \
+    --hash=sha256:715d3562f79d540f251b99ebd6d8baa547118974341db04f5ad06d5ea3eb8007 \
+    --hash=sha256:787003c0ddb00500e49a10f2844fac87aa6ce977b90b0feaaf9de23c22508b24 \
+    --hash=sha256:7ef3cb2ebbf91e330e3bb937efada0edd9003683db6b57bb108c4001f37a02ea \
+    --hash=sha256:8023faf4e01efadfa183e863fefde0046de576c6f14659e8782065bcece22198 \
+    --hash=sha256:8758846a7e80910096950b67071243da3e5a20ed2546e6392603c096778d48e0 \
+    --hash=sha256:8afafd99945ead6e075b973fefa56379c5b5c53fd8937dad92c662da5d8fd5ee \
+    --hash=sha256:8c41976a29d078bb235fea9b2ecd3da465df42a562910f9022f1a03107bd02be \
+    --hash=sha256:8e254ae696c88d98da6555f5ace2279cf7cd5b3f52be2b5cf97feafe883b58d2 \
+    --hash=sha256:8f9293864fe09b8149f0cc42ce56e3f0e54de883a9de90cd427f191c346eb2e1 \
+    --hash=sha256:9402b03f1a1b4dc4c19845e5c749e3ab82d5078d16a2a4c2cd2df62d57bb0707 \
+    --hash=sha256:962f82a3086483f5e5f64dbad880d31038b698494799b097bc59c2edf392fce6 \
+    --hash=sha256:9aad3c1755095ce347e26488214ef77e0485a3c34a50c5a5e2471dff60b9dd9c \
+    --hash=sha256:9dcdfd0eaf283af041973bff14a2e143b8bd64e069f4c383416ecd79a81aab58 \
+    --hash=sha256:aa57bd9cf8ae831a362185ee444e15a93ecb2e344c8e52e4d721ea3ab6ef1823 \
+    --hash=sha256:aa7bd130efab1c280bed0f45501b7c8795f9fdbeb02e965371bbef3523627779 \
+    --hash=sha256:ab4a0df41e7c16a1392727727e7998a467472d0ad65f3ad5e6e765015df08636 \
+    --hash=sha256:ad9e82fb8f09ade1c3e1b996a6337afac2b8b9e365f926f5a61aacc71adc5b3c \
+    --hash=sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad \
+    --hash=sha256:b076b6226fb84157e3f7c971a47ff3a679d837cf338547532ab866c57930dbee \
+    --hash=sha256:b7ff0f54cb4ff66dd38bebd335a38e2c22c41a8ee45aa608efc890ac3e3931bc \
+    --hash=sha256:bfce63a9e7834b12b87c64d6b155fdd9b3b96191b6bd334bf37db7ff1fe457f2 \
+    --hash=sha256:c011a4149cfbcf9f03994ec2edffcb8b1dc2d2aede7ca243746df97a5d41ce48 \
+    --hash=sha256:c9c804664ebe8f83a211cace637506669e7890fec1b4195b505c214e50dd4eb7 \
+    --hash=sha256:ca379055a47383d02a5400cb0d110cef0a776fc644cda797db0c5696cfd7e18e \
+    --hash=sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b \
+    --hash=sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa \
+    --hash=sha256:ceb01949af7121f9fc39f7d27f91be8546f3fb112c608bc4029aef0bab86a2a5 \
+    --hash=sha256:d080e0a5eb2529460b30190fcfcc4199bd7f827663f858a226a81bc27beaa97e \
+    --hash=sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb \
+    --hash=sha256:df0be2b576a7abbf737b1575f048c23fb1d769f267ec4358296f31c2479db8f9 \
+    --hash=sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57 \
+    --hash=sha256:e4dd52d80b8c83fdce44e12478ad2e85c64ea965e75d66dbeafb0a3e77308fcc \
+    --hash=sha256:f698de3fd0c4e6972b92290a45bd9b1536bffe8c6759c62471efaa8acb4c37bc \
+    --hash=sha256:fec21693218efe39aa7f8599346e90c705afa52c5b31ae019b2e57e8f6542bb2 \
+    --hash=sha256:ffcc3f7c66b5f5b7931a5aa68fc9cecc51e685ef90282f4a82f0f5e9b704ad11
+    # via werkzeug
+mypy-extensions==1.0.0 \
+    --hash=sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d \
+    --hash=sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782
+    # via black
+numpy==1.24.3 \
+    --hash=sha256:0ec87a7084caa559c36e0a2309e4ecb1baa03b687201d0a847c8b0ed476a7187 \
+    --hash=sha256:1a7d6acc2e7524c9955e5c903160aa4ea083736fde7e91276b0e5d98e6332812 \
+    --hash=sha256:202de8f38fc4a45a3eea4b63e2f376e5f2dc64ef0fa692838e31a808520efaf7 \
+    --hash=sha256:210461d87fb02a84ef243cac5e814aad2b7f4be953b32cb53327bb49fd77fbb4 \
+    --hash=sha256:2d926b52ba1367f9acb76b0df6ed21f0b16a1ad87c6720a1121674e5cf63e2b6 \
+    --hash=sha256:352ee00c7f8387b44d19f4cada524586f07379c0d49270f87233983bc5087ca0 \
+    --hash=sha256:35400e6a8d102fd07c71ed7dcadd9eb62ee9a6e84ec159bd48c28235bbb0f8e4 \
+    --hash=sha256:3c1104d3c036fb81ab923f507536daedc718d0ad5a8707c6061cdfd6d184e570 \
+    --hash=sha256:4719d5aefb5189f50887773699eaf94e7d1e02bf36c1a9d353d9f46703758ca4 \
+    --hash=sha256:4749e053a29364d3452c034827102ee100986903263e89884922ef01a0a6fd2f \
+    --hash=sha256:5342cf6aad47943286afa6f1609cad9b4266a05e7f2ec408e2cf7aea7ff69d80 \
+    --hash=sha256:56e48aec79ae238f6e4395886b5eaed058abb7231fb3361ddd7bfdf4eed54289 \
+    --hash=sha256:76e3f4e85fc5d4fd311f6e9b794d0c00e7002ec122be271f2019d63376f1d385 \
+    --hash=sha256:7776ea65423ca6a15255ba1872d82d207bd1e09f6d0894ee4a64678dd2204078 \
+    --hash=sha256:784c6da1a07818491b0ffd63c6bbe5a33deaa0e25a20e1b3ea20cf0e43f8046c \
+    --hash=sha256:8535303847b89aa6b0f00aa1dc62867b5a32923e4d1681a35b5eef2d9591a463 \
+    --hash=sha256:9a7721ec204d3a237225db3e194c25268faf92e19338a35f3a224469cb6039a3 \
+    --hash=sha256:a1d3c026f57ceaad42f8231305d4653d5f05dc6332a730ae5c0bea3513de0950 \
+    --hash=sha256:ab344f1bf21f140adab8e47fdbc7c35a477dc01408791f8ba00d018dd0bc5155 \
+    --hash=sha256:ab5f23af8c16022663a652d3b25dcdc272ac3f83c3af4c02eb8b824e6b3ab9d7 \
+    --hash=sha256:ae8d0be48d1b6ed82588934aaaa179875e7dc4f3d84da18d7eae6eb3f06c242c \
+    --hash=sha256:c91c4afd8abc3908e00a44b2672718905b8611503f7ff87390cc0ac3423fb096 \
+    --hash=sha256:d5036197ecae68d7f491fcdb4df90082b0d4960ca6599ba2659957aafced7c17 \
+    --hash=sha256:d6cc757de514c00b24ae8cf5c876af2a7c3df189028d68c0cb4eaa9cd5afc2bf \
+    --hash=sha256:d933fabd8f6a319e8530d0de4fcc2e6a61917e0b0c271fded460032db42a0fe4 \
+    --hash=sha256:ea8282b9bcfe2b5e7d491d0bf7f3e2da29700cec05b49e64d6246923329f2b02 \
+    --hash=sha256:ecde0f8adef7dfdec993fd54b0f78183051b6580f606111a6d789cd14c61ea0c \
+    --hash=sha256:f21c442fdd2805e91799fbe044a7b999b8571bb0ab0f7850d0cb9641a687092b
+    # via
+    #   h5py
+    #   opt-einsum
+    #   tensorboard
+    #   tensorflow-cpu
+oauthlib==3.2.2 \
+    --hash=sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca \
+    --hash=sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918
+    # via requests-oauthlib
+opt-einsum==3.3.0 \
+    --hash=sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147 \
+    --hash=sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549
+    # via tensorflow-cpu
+packaging==23.1 \
+    --hash=sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61 \
+    --hash=sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f
+    # via
+    #   black
+    #   tensorflow-cpu
+pathspec==0.11.2 \
+    --hash=sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20 \
+    --hash=sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3
+    # via black
+platformdirs==3.10.0 \
+    --hash=sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d \
+    --hash=sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d
+    # via black
+protobuf==4.24.3 \
+    --hash=sha256:067f750169bc644da2e1ef18c785e85071b7c296f14ac53e0900e605da588719 \
+    --hash=sha256:12e9ad2ec079b833176d2921be2cb24281fa591f0b119b208b788adc48c2561d \
+    --hash=sha256:1b182c7181a2891e8f7f3a1b5242e4ec54d1f42582485a896e4de81aa17540c2 \
+    --hash=sha256:20651f11b6adc70c0f29efbe8f4a94a74caf61b6200472a9aea6e19898f9fcf4 \
+    --hash=sha256:2da777d34b4f4f7613cdf85c70eb9a90b1fbef9d36ae4a0ccfe014b0b07906f1 \
+    --hash=sha256:3d42e9e4796a811478c783ef63dc85b5a104b44aaaca85d4864d5b886e4b05e3 \
+    --hash=sha256:6e514e8af0045be2b56e56ae1bb14f43ce7ffa0f68b1c793670ccbe2c4fc7d2b \
+    --hash=sha256:b0271a701e6782880d65a308ba42bc43874dabd1a0a0f41f72d2dac3b57f8e76 \
+    --hash=sha256:ba53c2f04798a326774f0e53b9c759eaef4f6a568ea7072ec6629851c8435959 \
+    --hash=sha256:e29d79c913f17a60cf17c626f1041e5288e9885c8579832580209de8b75f2a52 \
+    --hash=sha256:f631bb982c5478e0c1c70eab383af74a84be66945ebf5dd6b06fc90079668d0b \
+    --hash=sha256:f6ccbcf027761a2978c1406070c3788f6de4a4b2cc20800cc03d52df716ad675 \
+    --hash=sha256:f6f8dc65625dadaad0c8545319c2e2f0424fede988368893ca3844261342c11a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+pyasn1==0.5.0 \
+    --hash=sha256:87a2121042a1ac9358cabcaf1d07680ff97ee6404333bacca15f76aa8ad01a57 \
+    --hash=sha256:97b7290ca68e62a832558ec3976f15cbf911bf5d7c7039d8b861c2a0ece69fde
+    # via
+    #   pyasn1-modules
+    #   rsa
+pyasn1-modules==0.3.0 \
+    --hash=sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c \
+    --hash=sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d
+    # via google-auth
+requests==2.31.0 \
+    --hash=sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f \
+    --hash=sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1
+    # via
+    #   requests-oauthlib
+    #   tensorboard
+requests-oauthlib==1.3.1 \
+    --hash=sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5 \
+    --hash=sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a
+    # via google-auth-oauthlib
+rsa==4.9 \
+    --hash=sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7 \
+    --hash=sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21
+    # via google-auth
+setuptools==68.2.2 \
+    --hash=sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87 \
+    --hash=sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+six==1.16.0 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+    # via
+    #   astunparse
+    #   google-pasta
+    #   tensorflow-cpu
+tensorboard==2.13.0 \
+    --hash=sha256:ab69961ebddbddc83f5fa2ff9233572bdad5b883778c35e4fe94bf1798bd8481
+    # via tensorflow-cpu
+tensorboard-data-server==0.7.1 \
+    --hash=sha256:255c02b7f5b03dd5c0a88c928e563441ff39e1d4b4a234cdbe09f016e53d9594 \
+    --hash=sha256:9938bd39f5041797b33921066fba0eab03a0dd10d1887a05e62ae58841ad4c3f \
+    --hash=sha256:be8d016a1aa394e6198280d4a3dc37898f56467310c5f5e617cac10a783e055a
+    # via tensorboard
+tensorflow-cpu==2.13.0 \
+    --hash=sha256:20e83c7ecadbb134f6e4d1c88673b9ef3849b93f5ebe3ee884113bb0f4551bef \
+    --hash=sha256:3945a60a11fbc46560cd919dab27f658aa0b0b2d2651efa77e09555ce1f9e084 \
+    --hash=sha256:5ad2510e6167a14d4c75372ea7bda53faac282807c3c8260a30277d52b46bd02 \
+    --hash=sha256:5cdbc9be5f6aa10d4524650148d546736f3c12c2126359168c00b60b0f8fb5df \
+    --hash=sha256:734ae22f6b8148b7e6cc6fa64f0ddf2e8489089f29d32bb89c9eb09b965b4d26 \
+    --hash=sha256:7c3a65fa027d2aa60cc2326a397319acc2deb3887b635fe8f21712711d9df692 \
+    --hash=sha256:7e20e2799f6a3908ecd34748c17a18769079ca961d2e425926d77d6b007e0e65 \
+    --hash=sha256:95bd5701c940c9fa20d76be7f5a548af3eeed91ddc0f3f53a65cc18b59e7bcb6 \
+    --hash=sha256:a83f9c80b126fd28e2c7124da4b90b8bdd34f0572b2535707cc7d5abe5a686ca \
+    --hash=sha256:d0e05ecee7277b597f8d22a5dfc68e761f9cd0348cb11ec7a0dd8a90a776d998 \
+    --hash=sha256:e3a1811376fedf7a44cc3df3e066300edd08752e892428fc0fbaf0b258b57627 \
+    --hash=sha256:e485f525b5663e5e78ba04f3c424ee63c6c08eebab8e9dd1bc55ef8a8104d183
+    # via -r requirements.in
+tensorflow-estimator==2.13.0 \
+    --hash=sha256:6f868284eaa654ae3aa7cacdbef2175d0909df9fcf11374f5166f8bf475952aa
+    # via tensorflow-cpu
+tensorflow-io-gcs-filesystem==0.34.0 \
+    --hash=sha256:027a07553367187f918a99661f63ae0506b91b77a70bee9c7ccaf3920bf7cfe7 \
+    --hash=sha256:0dafed144673e1173528768fe208a7c5a6e8edae40208381cac420ee7c918ec9 \
+    --hash=sha256:182b0fbde7e9a537fda0b354c28b0b6c035736728de8fe2db7ef49cf90352014 \
+    --hash=sha256:2b035f4c92639657b6d376929d550ac3dee9e6c0523eb434eefe0a27bae3d05b \
+    --hash=sha256:396bfff61b49f80b86ddebe0c76ae0f2731689cee49ad7d782625180b50b13af \
+    --hash=sha256:3f346b287ed2400e09b13cfd8524222fd70a66aadb9164c645286c2087007e9f \
+    --hash=sha256:44ad387a812a78e7424bb8bee3820521ae1c044bddf72b1e163e8df95c124a74 \
+    --hash=sha256:5813c336b4f7cb0a01ff4cc6cbd3edf11ef67305baf0e3cf634911b702f493f8 \
+    --hash=sha256:6e6353123a5b51397950138a118876af833a7db66b531123bb86f82e80ab0e72 \
+    --hash=sha256:7f60183473f0ca966451bb1d1bb5dc29b3cf9c74d1d0e7f2ed46760ed56bd4af \
+    --hash=sha256:8d8664bddbe4e7b56ce94db8b93ea9077a158fb5e15364e11e29f93015ceea24 \
+    --hash=sha256:a17a616d2c7fae83de4424404815843507d40d4eb0d507c636a5493a20c3d958 \
+    --hash=sha256:b20622f8572fcb6c93e8f7d626327472f263e47ebd63d2153ef09162ef5ef7b5 \
+    --hash=sha256:b9a93fcb01db269bc845a1ced431f3c61201755ce5f9ec4885760f30122276ef \
+    --hash=sha256:cbe26c4a3332589c7b724f147df453b5c226993aa8d346a15536358d77b364c4 \
+    --hash=sha256:d3feba2dd76f7c188137c34642d68d378f0eed81636cb95090ecb1496722707c \
+    --hash=sha256:d831702fbb270996b27cda7fde06e0825b2ea81fd8dd3ead35242f4f8b3889b8 \
+    --hash=sha256:ec4604c99cbb5b708f4516dee27aa655abae222b876c98b740f4c2f89dd5c001 \
+    --hash=sha256:f211d2b3db8f9931765992b607b71cbfb98c8cd6169079d004a67a94ab10ecb4
+    # via tensorflow-cpu
+termcolor==2.3.0 \
+    --hash=sha256:3afb05607b89aed0ffe25202399ee0867ad4d3cb4180d98aaf8eefa6a5f7d475 \
+    --hash=sha256:b5b08f68937f138fe92f6c089b99f1e2da0ae56c52b78bf7075fd95420fd9a5a
+    # via tensorflow-cpu
+tomli==2.0.1 \
+    --hash=sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc \
+    --hash=sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f
+    # via black
+typing-extensions==4.5.0 \
+    --hash=sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb \
+    --hash=sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4
+    # via
+    #   black
+    #   tensorflow-cpu
+urllib3==1.26.16 \
+    --hash=sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f \
+    --hash=sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14
+    # via
+    #   google-auth
+    #   requests
+werkzeug==2.3.7 \
+    --hash=sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8 \
+    --hash=sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528
+    # via tensorboard
+wheel==0.41.2 \
+    --hash=sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985 \
+    --hash=sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8
+    # via
+    #   astunparse
+    #   tensorboard
+wrapt==1.15.0 \
+    --hash=sha256:02fce1852f755f44f95af51f69d22e45080102e9d00258053b79367d07af39c0 \
+    --hash=sha256:077ff0d1f9d9e4ce6476c1a924a3332452c1406e59d90a2cf24aeb29eeac9420 \
+    --hash=sha256:078e2a1a86544e644a68422f881c48b84fef6d18f8c7a957ffd3f2e0a74a0d4a \
+    --hash=sha256:0970ddb69bba00670e58955f8019bec4a42d1785db3faa043c33d81de2bf843c \
+    --hash=sha256:1286eb30261894e4c70d124d44b7fd07825340869945c79d05bda53a40caa079 \
+    --hash=sha256:21f6d9a0d5b3a207cdf7acf8e58d7d13d463e639f0c7e01d82cdb671e6cb7923 \
+    --hash=sha256:230ae493696a371f1dbffaad3dafbb742a4d27a0afd2b1aecebe52b740167e7f \
+    --hash=sha256:26458da5653aa5b3d8dc8b24192f574a58984c749401f98fff994d41d3f08da1 \
+    --hash=sha256:2cf56d0e237280baed46f0b5316661da892565ff58309d4d2ed7dba763d984b8 \
+    --hash=sha256:2e51de54d4fb8fb50d6ee8327f9828306a959ae394d3e01a1ba8b2f937747d86 \
+    --hash=sha256:2fbfbca668dd15b744418265a9607baa970c347eefd0db6a518aaf0cfbd153c0 \
+    --hash=sha256:38adf7198f8f154502883242f9fe7333ab05a5b02de7d83aa2d88ea621f13364 \
+    --hash=sha256:3a8564f283394634a7a7054b7983e47dbf39c07712d7b177b37e03f2467a024e \
+    --hash=sha256:3abbe948c3cbde2689370a262a8d04e32ec2dd4f27103669a45c6929bcdbfe7c \
+    --hash=sha256:3bbe623731d03b186b3d6b0d6f51865bf598587c38d6f7b0be2e27414f7f214e \
+    --hash=sha256:40737a081d7497efea35ab9304b829b857f21558acfc7b3272f908d33b0d9d4c \
+    --hash=sha256:41d07d029dd4157ae27beab04d22b8e261eddfc6ecd64ff7000b10dc8b3a5727 \
+    --hash=sha256:46ed616d5fb42f98630ed70c3529541408166c22cdfd4540b88d5f21006b0eff \
+    --hash=sha256:493d389a2b63c88ad56cdc35d0fa5752daac56ca755805b1b0c530f785767d5e \
+    --hash=sha256:4ff0d20f2e670800d3ed2b220d40984162089a6e2c9646fdb09b85e6f9a8fc29 \
+    --hash=sha256:54accd4b8bc202966bafafd16e69da9d5640ff92389d33d28555c5fd4f25ccb7 \
+    --hash=sha256:56374914b132c702aa9aa9959c550004b8847148f95e1b824772d453ac204a72 \
+    --hash=sha256:578383d740457fa790fdf85e6d346fda1416a40549fe8db08e5e9bd281c6a475 \
+    --hash=sha256:58d7a75d731e8c63614222bcb21dd992b4ab01a399f1f09dd82af17bbfc2368a \
+    --hash=sha256:5c5aa28df055697d7c37d2099a7bc09f559d5053c3349b1ad0c39000e611d317 \
+    --hash=sha256:5fc8e02f5984a55d2c653f5fea93531e9836abbd84342c1d1e17abc4a15084c2 \
+    --hash=sha256:63424c681923b9f3bfbc5e3205aafe790904053d42ddcc08542181a30a7a51bd \
+    --hash=sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640 \
+    --hash=sha256:74934ebd71950e3db69960a7da29204f89624dde411afbfb3b4858c1409b1e98 \
+    --hash=sha256:75669d77bb2c071333417617a235324a1618dba66f82a750362eccbe5b61d248 \
+    --hash=sha256:75760a47c06b5974aa5e01949bf7e66d2af4d08cb8c1d6516af5e39595397f5e \
+    --hash=sha256:76407ab327158c510f44ded207e2f76b657303e17cb7a572ffe2f5a8a48aa04d \
+    --hash=sha256:76e9c727a874b4856d11a32fb0b389afc61ce8aaf281ada613713ddeadd1cfec \
+    --hash=sha256:77d4c1b881076c3ba173484dfa53d3582c1c8ff1f914c6461ab70c8428b796c1 \
+    --hash=sha256:780c82a41dc493b62fc5884fb1d3a3b81106642c5c5c78d6a0d4cbe96d62ba7e \
+    --hash=sha256:7dc0713bf81287a00516ef43137273b23ee414fe41a3c14be10dd95ed98a2df9 \
+    --hash=sha256:7eebcdbe3677e58dd4c0e03b4f2cfa346ed4049687d839adad68cc38bb559c92 \
+    --hash=sha256:896689fddba4f23ef7c718279e42f8834041a21342d95e56922e1c10c0cc7afb \
+    --hash=sha256:96177eb5645b1c6985f5c11d03fc2dbda9ad24ec0f3a46dcce91445747e15094 \
+    --hash=sha256:96e25c8603a155559231c19c0349245eeb4ac0096fe3c1d0be5c47e075bd4f46 \
+    --hash=sha256:9d37ac69edc5614b90516807de32d08cb8e7b12260a285ee330955604ed9dd29 \
+    --hash=sha256:9ed6aa0726b9b60911f4aed8ec5b8dd7bf3491476015819f56473ffaef8959bd \
+    --hash=sha256:a487f72a25904e2b4bbc0817ce7a8de94363bd7e79890510174da9d901c38705 \
+    --hash=sha256:a4cbb9ff5795cd66f0066bdf5947f170f5d63a9274f99bdbca02fd973adcf2a8 \
+    --hash=sha256:a74d56552ddbde46c246b5b89199cb3fd182f9c346c784e1a93e4dc3f5ec9975 \
+    --hash=sha256:a89ce3fd220ff144bd9d54da333ec0de0399b52c9ac3d2ce34b569cf1a5748fb \
+    --hash=sha256:abd52a09d03adf9c763d706df707c343293d5d106aea53483e0ec8d9e310ad5e \
+    --hash=sha256:abd8f36c99512755b8456047b7be10372fca271bf1467a1caa88db991e7c421b \
+    --hash=sha256:af5bd9ccb188f6a5fdda9f1f09d9f4c86cc8a539bd48a0bfdc97723970348418 \
+    --hash=sha256:b02f21c1e2074943312d03d243ac4388319f2456576b2c6023041c4d57cd7019 \
+    --hash=sha256:b06fa97478a5f478fb05e1980980a7cdf2712015493b44d0c87606c1513ed5b1 \
+    --hash=sha256:b0724f05c396b0a4c36a3226c31648385deb6a65d8992644c12a4963c70326ba \
+    --hash=sha256:b130fe77361d6771ecf5a219d8e0817d61b236b7d8b37cc045172e574ed219e6 \
+    --hash=sha256:b56d5519e470d3f2fe4aa7585f0632b060d532d0696c5bdfb5e8319e1d0f69a2 \
+    --hash=sha256:b67b819628e3b748fd3c2192c15fb951f549d0f47c0449af0764d7647302fda3 \
+    --hash=sha256:ba1711cda2d30634a7e452fc79eabcadaffedf241ff206db2ee93dd2c89a60e7 \
+    --hash=sha256:bbeccb1aa40ab88cd29e6c7d8585582c99548f55f9b2581dfc5ba68c59a85752 \
+    --hash=sha256:bd84395aab8e4d36263cd1b9308cd504f6cf713b7d6d3ce25ea55670baec5416 \
+    --hash=sha256:c99f4309f5145b93eca6e35ac1a988f0dc0a7ccf9ccdcd78d3c0adf57224e62f \
+    --hash=sha256:ca1cccf838cd28d5a0883b342474c630ac48cac5df0ee6eacc9c7290f76b11c1 \
+    --hash=sha256:cd525e0e52a5ff16653a3fc9e3dd827981917d34996600bbc34c05d048ca35cc \
+    --hash=sha256:cdb4f085756c96a3af04e6eca7f08b1345e94b53af8921b25c72f096e704e145 \
+    --hash=sha256:ce42618f67741d4697684e501ef02f29e758a123aa2d669e2d964ff734ee00ee \
+    --hash=sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a \
+    --hash=sha256:d5fe3e099cf07d0fb5a1e23d399e5d4d1ca3e6dfcbe5c8570ccff3e9208274f7 \
+    --hash=sha256:d6bcbfc99f55655c3d93feb7ef3800bd5bbe963a755687cbf1f490a71fb7794b \
+    --hash=sha256:d787272ed958a05b2c86311d3a4135d3c2aeea4fc655705f074130aa57d71653 \
+    --hash=sha256:e169e957c33576f47e21864cf3fc9ff47c223a4ebca8960079b8bd36cb014fd0 \
+    --hash=sha256:e20076a211cd6f9b44a6be58f7eeafa7ab5720eb796975d0c03f05b47d89eb90 \
+    --hash=sha256:e826aadda3cae59295b95343db8f3d965fb31059da7de01ee8d1c40a60398b29 \
+    --hash=sha256:eef4d64c650f33347c1f9266fa5ae001440b232ad9b98f1f43dfe7a79435c0a6 \
+    --hash=sha256:f2e69b3ed24544b0d3dbe2c5c0ba5153ce50dcebb576fdc4696d52aa22db6034 \
+    --hash=sha256:f87ec75864c37c4c6cb908d282e1969e79763e0d9becdfe9fe5473b7bb1e5f09 \
+    --hash=sha256:fbec11614dba0424ca72f4e8ba3c420dba07b4a7c206c8c8e4e73f2e98f4c559 \
+    --hash=sha256:fd69666217b62fa5d7c6aa88e507493a34dec4fa20c5bd925e4bc12fce586639
+    # via tensorflow-cpu
+zipp==3.17.0 \
+    --hash=sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31 \
+    --hash=sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0
+    # via importlib-metadata
diff --git a/requirements_3_9.txt b/requirements_3_9.txt
new file mode 100644
index 0000000..c2270f2
--- /dev/null
+++ b/requirements_3_9.txt
@@ -0,0 +1,586 @@
+#
+# This file is autogenerated by pip-compile with Python 3.8
+# by the following command:
+#
+#    bazel run //:requirements_3_9.update
+#
+absl-py==2.0.0 \
+    --hash=sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3 \
+    --hash=sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+astunparse==1.6.3 \
+    --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
+    --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
+    # via tensorflow-cpu
+black==23.9.1 \
+    --hash=sha256:031e8c69f3d3b09e1aa471a926a1eeb0b9071f80b17689a655f7885ac9325a6f \
+    --hash=sha256:13a2e4a93bb8ca74a749b6974925c27219bb3df4d42fc45e948a5d9feb5122b7 \
+    --hash=sha256:13ef033794029b85dfea8032c9d3b92b42b526f1ff4bf13b2182ce4e917f5100 \
+    --hash=sha256:14f04c990259576acd093871e7e9b14918eb28f1866f91968ff5524293f9c573 \
+    --hash=sha256:24b6b3ff5c6d9ea08a8888f6977eae858e1f340d7260cf56d70a49823236b62d \
+    --hash=sha256:403397c033adbc45c2bd41747da1f7fc7eaa44efbee256b53842470d4ac5a70f \
+    --hash=sha256:50254ebfa56aa46a9fdd5d651f9637485068a1adf42270148cd101cdf56e0ad9 \
+    --hash=sha256:538efb451cd50f43aba394e9ec7ad55a37598faae3348d723b59ea8e91616300 \
+    --hash=sha256:638619a559280de0c2aa4d76f504891c9860bb8fa214267358f0a20f27c12948 \
+    --hash=sha256:6a3b50e4b93f43b34a9d3ef00d9b6728b4a722c997c99ab09102fd5efdb88325 \
+    --hash=sha256:6ccd59584cc834b6d127628713e4b6b968e5f79572da66284532525a042549f9 \
+    --hash=sha256:75a2dc41b183d4872d3a500d2b9c9016e67ed95738a3624f4751a0cb4818fe71 \
+    --hash=sha256:7d30ec46de88091e4316b17ae58bbbfc12b2de05e069030f6b747dfc649ad186 \
+    --hash=sha256:8431445bf62d2a914b541da7ab3e2b4f3bc052d2ccbf157ebad18ea126efb91f \
+    --hash=sha256:8fc1ddcf83f996247505db6b715294eba56ea9372e107fd54963c7553f2b6dfe \
+    --hash=sha256:a732b82747235e0542c03bf352c126052c0fbc458d8a239a94701175b17d4855 \
+    --hash=sha256:adc3e4442eef57f99b5590b245a328aad19c99552e0bdc7f0b04db6656debd80 \
+    --hash=sha256:c46767e8df1b7beefb0899c4a95fb43058fa8500b6db144f4ff3ca38eb2f6393 \
+    --hash=sha256:c619f063c2d68f19b2d7270f4cf3192cb81c9ec5bc5ba02df91471d0b88c4c5c \
+    --hash=sha256:cf3a4d00e4cdb6734b64bf23cd4341421e8953615cba6b3670453737a72ec204 \
+    --hash=sha256:cf99f3de8b3273a8317681d8194ea222f10e0133a24a7548c73ce44ea1679377 \
+    --hash=sha256:d6bc09188020c9ac2555a498949401ab35bb6bf76d4e0f8ee251694664df6301
+    # via -r requirements.in
+cachetools==5.3.1 \
+    --hash=sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590 \
+    --hash=sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b
+    # via google-auth
+certifi==2023.7.22 \
+    --hash=sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082 \
+    --hash=sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9
+    # via requests
+charset-normalizer==3.2.0 \
+    --hash=sha256:04e57ab9fbf9607b77f7d057974694b4f6b142da9ed4a199859d9d4d5c63fe96 \
+    --hash=sha256:09393e1b2a9461950b1c9a45d5fd251dc7c6f228acab64da1c9c0165d9c7765c \
+    --hash=sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710 \
+    --hash=sha256:1000fba1057b92a65daec275aec30586c3de2401ccdcd41f8a5c1e2c87078706 \
+    --hash=sha256:1249cbbf3d3b04902ff081ffbb33ce3377fa6e4c7356f759f3cd076cc138d020 \
+    --hash=sha256:1920d4ff15ce893210c1f0c0e9d19bfbecb7983c76b33f046c13a8ffbd570252 \
+    --hash=sha256:193cbc708ea3aca45e7221ae58f0fd63f933753a9bfb498a3b474878f12caaad \
+    --hash=sha256:1a100c6d595a7f316f1b6f01d20815d916e75ff98c27a01ae817439ea7726329 \
+    --hash=sha256:1f30b48dd7fa1474554b0b0f3fdfdd4c13b5c737a3c6284d3cdc424ec0ffff3a \
+    --hash=sha256:203f0c8871d5a7987be20c72442488a0b8cfd0f43b7973771640fc593f56321f \
+    --hash=sha256:246de67b99b6851627d945db38147d1b209a899311b1305dd84916f2b88526c6 \
+    --hash=sha256:2dee8e57f052ef5353cf608e0b4c871aee320dd1b87d351c28764fc0ca55f9f4 \
+    --hash=sha256:2efb1bd13885392adfda4614c33d3b68dee4921fd0ac1d3988f8cbb7d589e72a \
+    --hash=sha256:2f4ac36d8e2b4cc1aa71df3dd84ff8efbe3bfb97ac41242fbcfc053c67434f46 \
+    --hash=sha256:3170c9399da12c9dc66366e9d14da8bf7147e1e9d9ea566067bbce7bb74bd9c2 \
+    --hash=sha256:3b1613dd5aee995ec6d4c69f00378bbd07614702a315a2cf6c1d21461fe17c23 \
+    --hash=sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace \
+    --hash=sha256:3bb7fda7260735efe66d5107fb7e6af6a7c04c7fce9b2514e04b7a74b06bf5dd \
+    --hash=sha256:41b25eaa7d15909cf3ac4c96088c1f266a9a93ec44f87f1d13d4a0e86c81b982 \
+    --hash=sha256:45de3f87179c1823e6d9e32156fb14c1927fcc9aba21433f088fdfb555b77c10 \
+    --hash=sha256:46fb8c61d794b78ec7134a715a3e564aafc8f6b5e338417cb19fe9f57a5a9bf2 \
+    --hash=sha256:48021783bdf96e3d6de03a6e39a1171ed5bd7e8bb93fc84cc649d11490f87cea \
+    --hash=sha256:4957669ef390f0e6719db3613ab3a7631e68424604a7b448f079bee145da6e09 \
+    --hash=sha256:5e86d77b090dbddbe78867a0275cb4df08ea195e660f1f7f13435a4649e954e5 \
+    --hash=sha256:6339d047dab2780cc6220f46306628e04d9750f02f983ddb37439ca47ced7149 \
+    --hash=sha256:681eb3d7e02e3c3655d1b16059fbfb605ac464c834a0c629048a30fad2b27489 \
+    --hash=sha256:6c409c0deba34f147f77efaa67b8e4bb83d2f11c8806405f76397ae5b8c0d1c9 \
+    --hash=sha256:7095f6fbfaa55defb6b733cfeb14efaae7a29f0b59d8cf213be4e7ca0b857b80 \
+    --hash=sha256:70c610f6cbe4b9fce272c407dd9d07e33e6bf7b4aa1b7ffb6f6ded8e634e3592 \
+    --hash=sha256:72814c01533f51d68702802d74f77ea026b5ec52793c791e2da806a3844a46c3 \
+    --hash=sha256:7a4826ad2bd6b07ca615c74ab91f32f6c96d08f6fcc3902ceeedaec8cdc3bcd6 \
+    --hash=sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed \
+    --hash=sha256:855eafa5d5a2034b4621c74925d89c5efef61418570e5ef9b37717d9c796419c \
+    --hash=sha256:8700f06d0ce6f128de3ccdbc1acaea1ee264d2caa9ca05daaf492fde7c2a7200 \
+    --hash=sha256:89f1b185a01fe560bc8ae5f619e924407efca2191b56ce749ec84982fc59a32a \
+    --hash=sha256:8b2c760cfc7042b27ebdb4a43a4453bd829a5742503599144d54a032c5dc7e9e \
+    --hash=sha256:8c2f5e83493748286002f9369f3e6607c565a6a90425a3a1fef5ae32a36d749d \
+    --hash=sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6 \
+    --hash=sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623 \
+    --hash=sha256:95eb302ff792e12aba9a8b8f8474ab229a83c103d74a750ec0bd1c1eea32e669 \
+    --hash=sha256:9bd9b3b31adcb054116447ea22caa61a285d92e94d710aa5ec97992ff5eb7cf3 \
+    --hash=sha256:9e608aafdb55eb9f255034709e20d5a83b6d60c054df0802fa9c9883d0a937aa \
+    --hash=sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9 \
+    --hash=sha256:a386ebe437176aab38c041de1260cd3ea459c6ce5263594399880bbc398225b2 \
+    --hash=sha256:a38856a971c602f98472050165cea2cdc97709240373041b69030be15047691f \
+    --hash=sha256:a401b4598e5d3f4a9a811f3daf42ee2291790c7f9d74b18d75d6e21dda98a1a1 \
+    --hash=sha256:a7647ebdfb9682b7bb97e2a5e7cb6ae735b1c25008a70b906aecca294ee96cf4 \
+    --hash=sha256:aaf63899c94de41fe3cf934601b0f7ccb6b428c6e4eeb80da72c58eab077b19a \
+    --hash=sha256:b0dac0ff919ba34d4df1b6131f59ce95b08b9065233446be7e459f95554c0dc8 \
+    --hash=sha256:baacc6aee0b2ef6f3d308e197b5d7a81c0e70b06beae1f1fcacffdbd124fe0e3 \
+    --hash=sha256:bf420121d4c8dce6b889f0e8e4ec0ca34b7f40186203f06a946fa0276ba54029 \
+    --hash=sha256:c04a46716adde8d927adb9457bbe39cf473e1e2c2f5d0a16ceb837e5d841ad4f \
+    --hash=sha256:c0b21078a4b56965e2b12f247467b234734491897e99c1d51cee628da9786959 \
+    --hash=sha256:c1c76a1743432b4b60ab3358c937a3fe1341c828ae6194108a94c69028247f22 \
+    --hash=sha256:c4983bf937209c57240cff65906b18bb35e64ae872da6a0db937d7b4af845dd7 \
+    --hash=sha256:c4fb39a81950ec280984b3a44f5bd12819953dc5fa3a7e6fa7a80db5ee853952 \
+    --hash=sha256:c57921cda3a80d0f2b8aec7e25c8aa14479ea92b5b51b6876d975d925a2ea346 \
+    --hash=sha256:c8063cf17b19661471ecbdb3df1c84f24ad2e389e326ccaf89e3fb2484d8dd7e \
+    --hash=sha256:ccd16eb18a849fd8dcb23e23380e2f0a354e8daa0c984b8a732d9cfaba3a776d \
+    --hash=sha256:cd6dbe0238f7743d0efe563ab46294f54f9bc8f4b9bcf57c3c666cc5bc9d1299 \
+    --hash=sha256:d62e51710986674142526ab9f78663ca2b0726066ae26b78b22e0f5e571238dd \
+    --hash=sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a \
+    --hash=sha256:e03b8895a6990c9ab2cdcd0f2fe44088ca1c65ae592b8f795c3294af00a461c3 \
+    --hash=sha256:e1c8a2f4c69e08e89632defbfabec2feb8a8d99edc9f89ce33c4b9e36ab63037 \
+    --hash=sha256:e4b749b9cc6ee664a3300bb3a273c1ca8068c46be705b6c31cf5d276f8628a94 \
+    --hash=sha256:e6a5bf2cba5ae1bb80b154ed68a3cfa2fa00fde979a7f50d6598d3e17d9ac20c \
+    --hash=sha256:e857a2232ba53ae940d3456f7533ce6ca98b81917d47adc3c7fd55dad8fab858 \
+    --hash=sha256:ee4006268ed33370957f55bf2e6f4d263eaf4dc3cfc473d1d90baff6ed36ce4a \
+    --hash=sha256:eef9df1eefada2c09a5e7a40991b9fc6ac6ef20b1372abd48d2794a316dc0449 \
+    --hash=sha256:f058f6963fd82eb143c692cecdc89e075fa0828db2e5b291070485390b2f1c9c \
+    --hash=sha256:f25c229a6ba38a35ae6e25ca1264621cc25d4d38dca2942a7fce0b67a4efe918 \
+    --hash=sha256:f2a1d0fd4242bd8643ce6f98927cf9c04540af6efa92323e9d3124f57727bfc1 \
+    --hash=sha256:f7560358a6811e52e9c4d142d497f1a6e10103d3a6881f18d04dbce3729c0e2c \
+    --hash=sha256:f779d3ad205f108d14e99bb3859aa7dd8e9c68874617c72354d7ecaec2a054ac \
+    --hash=sha256:f87f746ee241d30d6ed93969de31e5ffd09a2961a051e60ae6bddde9ec3583aa
+    # via requests
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via black
+flatbuffers==23.5.26 \
+    --hash=sha256:9ea1144cac05ce5d86e2859f431c6cd5e66cd9c78c558317c7955fb8d4c78d89 \
+    --hash=sha256:c0ff356da363087b915fde4b8b45bdda73432fc17cddb3c8157472eab1422ad1
+    # via tensorflow-cpu
+gast==0.4.0 \
+    --hash=sha256:40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1 \
+    --hash=sha256:b7adcdd5adbebf1adf17378da5ba3f543684dbec47b1cda1f3997e573cd542c4
+    # via tensorflow-cpu
+google-auth==2.23.0 \
+    --hash=sha256:2cec41407bd1e207f5b802638e32bb837df968bb5c05f413d0fa526fac4cf7a7 \
+    --hash=sha256:753a26312e6f1eaeec20bc6f2644a10926697da93446e1f8e24d6d32d45a922a
+    # via
+    #   google-auth-oauthlib
+    #   tensorboard
+google-auth-oauthlib==1.0.0 \
+    --hash=sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb \
+    --hash=sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5
+    # via tensorboard
+google-pasta==0.2.0 \
+    --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
+    --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
+    --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
+    # via tensorflow-cpu
+grpcio==1.58.0 \
+    --hash=sha256:002f228d197fea12797a14e152447044e14fb4fdb2eb5d6cfa496f29ddbf79ef \
+    --hash=sha256:039003a5e0ae7d41c86c768ef8b3ee2c558aa0a23cf04bf3c23567f37befa092 \
+    --hash=sha256:09206106848462763f7f273ca93d2d2d4d26cab475089e0de830bb76be04e9e8 \
+    --hash=sha256:128eb1f8e70676d05b1b0c8e6600320fc222b3f8c985a92224248b1367122188 \
+    --hash=sha256:1c1c5238c6072470c7f1614bf7c774ffde6b346a100521de9ce791d1e4453afe \
+    --hash=sha256:1ed979b273a81de36fc9c6716d9fb09dd3443efa18dcc8652501df11da9583e9 \
+    --hash=sha256:201e550b7e2ede113b63e718e7ece93cef5b0fbf3c45e8fe4541a5a4305acd15 \
+    --hash=sha256:212f38c6a156862098f6bdc9a79bf850760a751d259d8f8f249fc6d645105855 \
+    --hash=sha256:24765a627eb4d9288ace32d5104161c3654128fe27f2808ecd6e9b0cfa7fc8b9 \
+    --hash=sha256:24edec346e69e672daf12b2c88e95c6f737f3792d08866101d8c5f34370c54fd \
+    --hash=sha256:2ef8d4a76d2c7d8065aba829f8d0bc0055495c998dce1964ca5b302d02514fb3 \
+    --hash=sha256:2f85f87e2f087d9f632c085b37440a3169fda9cdde80cb84057c2fc292f8cbdf \
+    --hash=sha256:3886b4d56bd4afeac518dbc05933926198aa967a7d1d237a318e6fbc47141577 \
+    --hash=sha256:3e6bebf1dfdbeb22afd95650e4f019219fef3ab86d3fca8ebade52e4bc39389a \
+    --hash=sha256:458899d2ebd55d5ca2350fd3826dfd8fcb11fe0f79828ae75e2b1e6051d50a29 \
+    --hash=sha256:4891bbb4bba58acd1d620759b3be11245bfe715eb67a4864c8937b855b7ed7fa \
+    --hash=sha256:4b12754af201bb993e6e2efd7812085ddaaef21d0a6f0ff128b97de1ef55aa4a \
+    --hash=sha256:532410c51ccd851b706d1fbc00a87be0f5312bd6f8e5dbf89d4e99c7f79d7499 \
+    --hash=sha256:5b23d75e5173faa3d1296a7bedffb25afd2fddb607ef292dfc651490c7b53c3d \
+    --hash=sha256:62831d5e251dd7561d9d9e83a0b8655084b2a1f8ea91e4bd6b3cedfefd32c9d2 \
+    --hash=sha256:652978551af02373a5a313e07bfef368f406b5929cf2d50fa7e4027f913dbdb4 \
+    --hash=sha256:6801ff6652ecd2aae08ef994a3e49ff53de29e69e9cd0fd604a79ae4e545a95c \
+    --hash=sha256:6cba491c638c76d3dc6c191d9c75041ca5b8f5c6de4b8327ecdcab527f130bb4 \
+    --hash=sha256:7e473a7abad9af48e3ab5f3b5d237d18208024d28ead65a459bd720401bd2f8f \
+    --hash=sha256:8774219e21b05f750eef8adc416e9431cf31b98f6ce9def288e4cea1548cbd22 \
+    --hash=sha256:8f061722cad3f9aabb3fbb27f3484ec9d4667b7328d1a7800c3c691a98f16bb0 \
+    --hash=sha256:92ae871a902cf19833328bd6498ec007b265aabf2fda845ab5bd10abcaf4c8c6 \
+    --hash=sha256:9f13a171281ebb4d7b1ba9f06574bce2455dcd3f2f6d1fbe0fd0d84615c74045 \
+    --hash=sha256:a2d67ff99e70e86b2be46c1017ae40b4840d09467d5455b2708de6d4c127e143 \
+    --hash=sha256:b5e8db0aff0a4819946215f156bd722b6f6c8320eb8419567ffc74850c9fd205 \
+    --hash=sha256:ba0af11938acf8cd4cf815c46156bcde36fa5850518120920d52620cc3ec1830 \
+    --hash=sha256:bc325fed4d074367bebd465a20763586e5e1ed5b943e9d8bc7c162b1f44fd602 \
+    --hash=sha256:bc7ffef430b80345729ff0a6825e9d96ac87efe39216e87ac58c6c4ef400de93 \
+    --hash=sha256:cde11577d5b6fd73a00e6bfa3cf5f428f3f33c2d2878982369b5372bbc4acc60 \
+    --hash=sha256:d4cef77ad2fed42b1ba9143465856d7e737279854e444925d5ba45fc1f3ba727 \
+    --hash=sha256:d79b660681eb9bc66cc7cbf78d1b1b9e335ee56f6ea1755d34a31108b80bd3c8 \
+    --hash=sha256:d81c2b2b24c32139dd2536972f1060678c6b9fbd106842a9fcdecf07b233eccd \
+    --hash=sha256:dc72e04620d49d3007771c0e0348deb23ca341c0245d610605dddb4ac65a37cb \
+    --hash=sha256:dcfba7befe3a55dab6fe1eb7fc9359dc0c7f7272b30a70ae0af5d5b063842f28 \
+    --hash=sha256:e9f995a8a421405958ff30599b4d0eec244f28edc760de82f0412c71c61763d2 \
+    --hash=sha256:eb6b92036ff312d5b4182fa72e8735d17aceca74d0d908a7f08e375456f03e07 \
+    --hash=sha256:f0241f7eb0d2303a545136c59bc565a35c4fc3b924ccbd69cb482f4828d6f31c \
+    --hash=sha256:fad9295fe02455d4f158ad72c90ef8b4bcaadfdb5efb5795f7ab0786ad67dd58 \
+    --hash=sha256:fbcecb6aedd5c1891db1d70efbfbdc126c986645b5dd616a045c07d6bd2dfa86 \
+    --hash=sha256:fe643af248442221db027da43ed43e53b73e11f40c9043738de9a2b4b6ca7697
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+h5py==3.9.0 \
+    --hash=sha256:12aa556d540f11a2cae53ea7cfb94017353bd271fb3962e1296b342f6550d1b8 \
+    --hash=sha256:23e74b878bbe1653ab34ca49b83cac85529cd0b36b9d625516c5830cc5ca2eac \
+    --hash=sha256:36408f8c62f50007d14e000f9f3acf77e103b9e932c114cbe52a3089e50ebf94 \
+    --hash=sha256:3f457089c5d524b7998e3649bc63240679b8fb0a3859ea53bbb06841f3d755f1 \
+    --hash=sha256:54f01202cdea754ab4227dd27014bdbd561a4bbe4b631424fd812f7c2ce9c6ac \
+    --hash=sha256:551e358db05a874a0f827b22e95b30092f2303edc4b91bb62ad2f10e0236e1a0 \
+    --hash=sha256:64acceaf6aff92af091a4b83f6dee3cf8d3061f924a6bb3a33eb6c4658a8348b \
+    --hash=sha256:6822a814b9d8b8363ff102f76ea8d026f0ca25850bb579d85376029ee3e73b93 \
+    --hash=sha256:78e44686334cbbf2dd21d9df15823bc38663f27a3061f6a032c68a3e30c47bf7 \
+    --hash=sha256:79bbca34696c6f9eeeb36a91776070c49a060b2879828e2c8fa6c58b8ed10dd1 \
+    --hash=sha256:804c7fb42a34c8ab3a3001901c977a5c24d2e9c586a0f3e7c0a389130b4276fc \
+    --hash=sha256:8d9492391ff5c3c80ec30ae2fe82a3f0efd1e750833739c25b0d090e3be1b095 \
+    --hash=sha256:95f7a745efd0d56076999b52e8da5fad5d30823bac98b59c68ae75588d09991a \
+    --hash=sha256:9da9e7e63376c32704e37ad4cea2dceae6964cee0d8515185b3ab9cbd6b947bc \
+    --hash=sha256:a4e20897c88759cbcbd38fb45b507adc91af3e0f67722aa302d71f02dd44d286 \
+    --hash=sha256:a6284061f3214335e1eec883a6ee497dbe7a79f19e6a57fed2dd1f03acd5a8cb \
+    --hash=sha256:d97409e17915798029e297a84124705c8080da901307ea58f29234e09b073ddc \
+    --hash=sha256:dbf5225543ca35ce9f61c950b73899a82be7ba60d58340e76d0bd42bf659235a \
+    --hash=sha256:e604db6521c1e367c6bd7fad239c847f53cc46646f2d2651372d05ae5e95f817 \
+    --hash=sha256:eb7bdd5e601dd1739698af383be03f3dad0465fe67184ebd5afca770f50df9d6 \
+    --hash=sha256:f68b41efd110ce9af1cbe6fa8af9f4dcbadace6db972d30828b911949e28fadd
+    # via tensorflow-cpu
+idna==3.4 \
+    --hash=sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4 \
+    --hash=sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2
+    # via requests
+importlib-metadata==6.8.0 \
+    --hash=sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb \
+    --hash=sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743
+    # via markdown
+keras==2.13.1 \
+    --hash=sha256:5ce5f706f779fa7330e63632f327b75ce38144a120376b2ae1917c00fa6136af \
+    --hash=sha256:5df12cc241a015a11b65ddb452c0eeb2744fce21d9b54ba48db87492568ccc68
+    # via tensorflow-cpu
+libclang==16.0.6 \
+    --hash=sha256:1e940048f51d0b0999099a9b78629ab8a64b62af5e9ff1b2b062439c21ee244d \
+    --hash=sha256:4a9acbfd9c135a72f80d5dbff7588dfb0c81458244a89b9e83526e8595880e0a \
+    --hash=sha256:4acdde39dfe410c877b4ccc0d4b57eb952100e4ee26bbdf6cfdb88e2033a7d31 \
+    --hash=sha256:8130482120500476a027171f8f3c8dfc2536b591716eea71fc5da22cae13131b \
+    --hash=sha256:88bc7e7b393c32e41e03ba77ef02fdd647da1f764c2cd028e69e0837080b79f6 \
+    --hash=sha256:9dcdc730939788b8b69ffd6d5d75fe5366e3ee007f1e36a99799ec0b0c001492 \
+    --hash=sha256:d80ed5827736ed5ec2bcedf536720476fd9d4fa4c79ef0cb24aea4c59332f361 \
+    --hash=sha256:da9e47ebc3f0a6d90fb169ef25f9fbcd29b4a4ef97a8b0e3e3a17800af1423f4 \
+    --hash=sha256:daab4a11dae228f1efa9efa3fe638b493b14d8d52c71fb3c7019e2f1df4514c2 \
+    --hash=sha256:e1a5ad1e895e5443e205568c85c04b4608e4e973dae42f4dfd9cb46c81d1486b \
+    --hash=sha256:f04e3060ae1f207f234d0608900c99c50edcb743e5e18276d78da2ddd727d39f
+    # via tensorflow-cpu
+markdown==3.4.4 \
+    --hash=sha256:225c6123522495d4119a90b3a3ba31a1e87a70369e03f14799ea9c0d7183a3d6 \
+    --hash=sha256:a4c1b65c0957b4bd9e7d86ddc7b3c9868fb9670660f6f99f6d1bca8954d5a941
+    # via tensorboard
+markupsafe==2.1.3 \
+    --hash=sha256:05fb21170423db021895e1ea1e1f3ab3adb85d1c2333cbc2310f2a26bc77272e \
+    --hash=sha256:0a4e4a1aff6c7ac4cd55792abf96c915634c2b97e3cc1c7129578aa68ebd754e \
+    --hash=sha256:10bbfe99883db80bdbaff2dcf681dfc6533a614f700da1287707e8a5d78a8431 \
+    --hash=sha256:134da1eca9ec0ae528110ccc9e48041e0828d79f24121a1a146161103c76e686 \
+    --hash=sha256:14ff806850827afd6b07a5f32bd917fb7f45b046ba40c57abdb636674a8b559c \
+    --hash=sha256:1577735524cdad32f9f694208aa75e422adba74f1baee7551620e43a3141f559 \
+    --hash=sha256:1b40069d487e7edb2676d3fbdb2b0829ffa2cd63a2ec26c4938b2d34391b4ecc \
+    --hash=sha256:1b8dd8c3fd14349433c79fa8abeb573a55fc0fdd769133baac1f5e07abf54aeb \
+    --hash=sha256:1f67c7038d560d92149c060157d623c542173016c4babc0c1913cca0564b9939 \
+    --hash=sha256:282c2cb35b5b673bbcadb33a585408104df04f14b2d9b01d4c345a3b92861c2c \
+    --hash=sha256:2c1b19b3aaacc6e57b7e25710ff571c24d6c3613a45e905b1fde04d691b98ee0 \
+    --hash=sha256:2ef12179d3a291be237280175b542c07a36e7f60718296278d8593d21ca937d4 \
+    --hash=sha256:338ae27d6b8745585f87218a3f23f1512dbf52c26c28e322dbe54bcede54ccb9 \
+    --hash=sha256:3c0fae6c3be832a0a0473ac912810b2877c8cb9d76ca48de1ed31e1c68386575 \
+    --hash=sha256:3fd4abcb888d15a94f32b75d8fd18ee162ca0c064f35b11134be77050296d6ba \
+    --hash=sha256:42de32b22b6b804f42c5d98be4f7e5e977ecdd9ee9b660fda1a3edf03b11792d \
+    --hash=sha256:47d4f1c5f80fc62fdd7777d0d40a2e9dda0a05883ab11374334f6c4de38adffd \
+    --hash=sha256:504b320cd4b7eff6f968eddf81127112db685e81f7e36e75f9f84f0df46041c3 \
+    --hash=sha256:525808b8019e36eb524b8c68acdd63a37e75714eac50e988180b169d64480a00 \
+    --hash=sha256:56d9f2ecac662ca1611d183feb03a3fa4406469dafe241673d521dd5ae92a155 \
+    --hash=sha256:5bbe06f8eeafd38e5d0a4894ffec89378b6c6a625ff57e3028921f8ff59318ac \
+    --hash=sha256:65c1a9bcdadc6c28eecee2c119465aebff8f7a584dd719facdd9e825ec61ab52 \
+    --hash=sha256:68e78619a61ecf91e76aa3e6e8e33fc4894a2bebe93410754bd28fce0a8a4f9f \
+    --hash=sha256:69c0f17e9f5a7afdf2cc9fb2d1ce6aabdb3bafb7f38017c0b77862bcec2bbad8 \
+    --hash=sha256:6b2b56950d93e41f33b4223ead100ea0fe11f8e6ee5f641eb753ce4b77a7042b \
+    --hash=sha256:715d3562f79d540f251b99ebd6d8baa547118974341db04f5ad06d5ea3eb8007 \
+    --hash=sha256:787003c0ddb00500e49a10f2844fac87aa6ce977b90b0feaaf9de23c22508b24 \
+    --hash=sha256:7ef3cb2ebbf91e330e3bb937efada0edd9003683db6b57bb108c4001f37a02ea \
+    --hash=sha256:8023faf4e01efadfa183e863fefde0046de576c6f14659e8782065bcece22198 \
+    --hash=sha256:8758846a7e80910096950b67071243da3e5a20ed2546e6392603c096778d48e0 \
+    --hash=sha256:8afafd99945ead6e075b973fefa56379c5b5c53fd8937dad92c662da5d8fd5ee \
+    --hash=sha256:8c41976a29d078bb235fea9b2ecd3da465df42a562910f9022f1a03107bd02be \
+    --hash=sha256:8e254ae696c88d98da6555f5ace2279cf7cd5b3f52be2b5cf97feafe883b58d2 \
+    --hash=sha256:8f9293864fe09b8149f0cc42ce56e3f0e54de883a9de90cd427f191c346eb2e1 \
+    --hash=sha256:9402b03f1a1b4dc4c19845e5c749e3ab82d5078d16a2a4c2cd2df62d57bb0707 \
+    --hash=sha256:962f82a3086483f5e5f64dbad880d31038b698494799b097bc59c2edf392fce6 \
+    --hash=sha256:9aad3c1755095ce347e26488214ef77e0485a3c34a50c5a5e2471dff60b9dd9c \
+    --hash=sha256:9dcdfd0eaf283af041973bff14a2e143b8bd64e069f4c383416ecd79a81aab58 \
+    --hash=sha256:aa57bd9cf8ae831a362185ee444e15a93ecb2e344c8e52e4d721ea3ab6ef1823 \
+    --hash=sha256:aa7bd130efab1c280bed0f45501b7c8795f9fdbeb02e965371bbef3523627779 \
+    --hash=sha256:ab4a0df41e7c16a1392727727e7998a467472d0ad65f3ad5e6e765015df08636 \
+    --hash=sha256:ad9e82fb8f09ade1c3e1b996a6337afac2b8b9e365f926f5a61aacc71adc5b3c \
+    --hash=sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad \
+    --hash=sha256:b076b6226fb84157e3f7c971a47ff3a679d837cf338547532ab866c57930dbee \
+    --hash=sha256:b7ff0f54cb4ff66dd38bebd335a38e2c22c41a8ee45aa608efc890ac3e3931bc \
+    --hash=sha256:bfce63a9e7834b12b87c64d6b155fdd9b3b96191b6bd334bf37db7ff1fe457f2 \
+    --hash=sha256:c011a4149cfbcf9f03994ec2edffcb8b1dc2d2aede7ca243746df97a5d41ce48 \
+    --hash=sha256:c9c804664ebe8f83a211cace637506669e7890fec1b4195b505c214e50dd4eb7 \
+    --hash=sha256:ca379055a47383d02a5400cb0d110cef0a776fc644cda797db0c5696cfd7e18e \
+    --hash=sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b \
+    --hash=sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa \
+    --hash=sha256:ceb01949af7121f9fc39f7d27f91be8546f3fb112c608bc4029aef0bab86a2a5 \
+    --hash=sha256:d080e0a5eb2529460b30190fcfcc4199bd7f827663f858a226a81bc27beaa97e \
+    --hash=sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb \
+    --hash=sha256:df0be2b576a7abbf737b1575f048c23fb1d769f267ec4358296f31c2479db8f9 \
+    --hash=sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57 \
+    --hash=sha256:e4dd52d80b8c83fdce44e12478ad2e85c64ea965e75d66dbeafb0a3e77308fcc \
+    --hash=sha256:f698de3fd0c4e6972b92290a45bd9b1536bffe8c6759c62471efaa8acb4c37bc \
+    --hash=sha256:fec21693218efe39aa7f8599346e90c705afa52c5b31ae019b2e57e8f6542bb2 \
+    --hash=sha256:ffcc3f7c66b5f5b7931a5aa68fc9cecc51e685ef90282f4a82f0f5e9b704ad11
+    # via werkzeug
+mypy-extensions==1.0.0 \
+    --hash=sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d \
+    --hash=sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782
+    # via black
+numpy==1.24.3 \
+    --hash=sha256:0ec87a7084caa559c36e0a2309e4ecb1baa03b687201d0a847c8b0ed476a7187 \
+    --hash=sha256:1a7d6acc2e7524c9955e5c903160aa4ea083736fde7e91276b0e5d98e6332812 \
+    --hash=sha256:202de8f38fc4a45a3eea4b63e2f376e5f2dc64ef0fa692838e31a808520efaf7 \
+    --hash=sha256:210461d87fb02a84ef243cac5e814aad2b7f4be953b32cb53327bb49fd77fbb4 \
+    --hash=sha256:2d926b52ba1367f9acb76b0df6ed21f0b16a1ad87c6720a1121674e5cf63e2b6 \
+    --hash=sha256:352ee00c7f8387b44d19f4cada524586f07379c0d49270f87233983bc5087ca0 \
+    --hash=sha256:35400e6a8d102fd07c71ed7dcadd9eb62ee9a6e84ec159bd48c28235bbb0f8e4 \
+    --hash=sha256:3c1104d3c036fb81ab923f507536daedc718d0ad5a8707c6061cdfd6d184e570 \
+    --hash=sha256:4719d5aefb5189f50887773699eaf94e7d1e02bf36c1a9d353d9f46703758ca4 \
+    --hash=sha256:4749e053a29364d3452c034827102ee100986903263e89884922ef01a0a6fd2f \
+    --hash=sha256:5342cf6aad47943286afa6f1609cad9b4266a05e7f2ec408e2cf7aea7ff69d80 \
+    --hash=sha256:56e48aec79ae238f6e4395886b5eaed058abb7231fb3361ddd7bfdf4eed54289 \
+    --hash=sha256:76e3f4e85fc5d4fd311f6e9b794d0c00e7002ec122be271f2019d63376f1d385 \
+    --hash=sha256:7776ea65423ca6a15255ba1872d82d207bd1e09f6d0894ee4a64678dd2204078 \
+    --hash=sha256:784c6da1a07818491b0ffd63c6bbe5a33deaa0e25a20e1b3ea20cf0e43f8046c \
+    --hash=sha256:8535303847b89aa6b0f00aa1dc62867b5a32923e4d1681a35b5eef2d9591a463 \
+    --hash=sha256:9a7721ec204d3a237225db3e194c25268faf92e19338a35f3a224469cb6039a3 \
+    --hash=sha256:a1d3c026f57ceaad42f8231305d4653d5f05dc6332a730ae5c0bea3513de0950 \
+    --hash=sha256:ab344f1bf21f140adab8e47fdbc7c35a477dc01408791f8ba00d018dd0bc5155 \
+    --hash=sha256:ab5f23af8c16022663a652d3b25dcdc272ac3f83c3af4c02eb8b824e6b3ab9d7 \
+    --hash=sha256:ae8d0be48d1b6ed82588934aaaa179875e7dc4f3d84da18d7eae6eb3f06c242c \
+    --hash=sha256:c91c4afd8abc3908e00a44b2672718905b8611503f7ff87390cc0ac3423fb096 \
+    --hash=sha256:d5036197ecae68d7f491fcdb4df90082b0d4960ca6599ba2659957aafced7c17 \
+    --hash=sha256:d6cc757de514c00b24ae8cf5c876af2a7c3df189028d68c0cb4eaa9cd5afc2bf \
+    --hash=sha256:d933fabd8f6a319e8530d0de4fcc2e6a61917e0b0c271fded460032db42a0fe4 \
+    --hash=sha256:ea8282b9bcfe2b5e7d491d0bf7f3e2da29700cec05b49e64d6246923329f2b02 \
+    --hash=sha256:ecde0f8adef7dfdec993fd54b0f78183051b6580f606111a6d789cd14c61ea0c \
+    --hash=sha256:f21c442fdd2805e91799fbe044a7b999b8571bb0ab0f7850d0cb9641a687092b
+    # via
+    #   h5py
+    #   opt-einsum
+    #   tensorboard
+    #   tensorflow-cpu
+oauthlib==3.2.2 \
+    --hash=sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca \
+    --hash=sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918
+    # via requests-oauthlib
+opt-einsum==3.3.0 \
+    --hash=sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147 \
+    --hash=sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549
+    # via tensorflow-cpu
+packaging==23.1 \
+    --hash=sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61 \
+    --hash=sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f
+    # via
+    #   black
+    #   tensorflow-cpu
+pathspec==0.11.2 \
+    --hash=sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20 \
+    --hash=sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3
+    # via black
+platformdirs==3.10.0 \
+    --hash=sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d \
+    --hash=sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d
+    # via black
+protobuf==4.24.3 \
+    --hash=sha256:067f750169bc644da2e1ef18c785e85071b7c296f14ac53e0900e605da588719 \
+    --hash=sha256:12e9ad2ec079b833176d2921be2cb24281fa591f0b119b208b788adc48c2561d \
+    --hash=sha256:1b182c7181a2891e8f7f3a1b5242e4ec54d1f42582485a896e4de81aa17540c2 \
+    --hash=sha256:20651f11b6adc70c0f29efbe8f4a94a74caf61b6200472a9aea6e19898f9fcf4 \
+    --hash=sha256:2da777d34b4f4f7613cdf85c70eb9a90b1fbef9d36ae4a0ccfe014b0b07906f1 \
+    --hash=sha256:3d42e9e4796a811478c783ef63dc85b5a104b44aaaca85d4864d5b886e4b05e3 \
+    --hash=sha256:6e514e8af0045be2b56e56ae1bb14f43ce7ffa0f68b1c793670ccbe2c4fc7d2b \
+    --hash=sha256:b0271a701e6782880d65a308ba42bc43874dabd1a0a0f41f72d2dac3b57f8e76 \
+    --hash=sha256:ba53c2f04798a326774f0e53b9c759eaef4f6a568ea7072ec6629851c8435959 \
+    --hash=sha256:e29d79c913f17a60cf17c626f1041e5288e9885c8579832580209de8b75f2a52 \
+    --hash=sha256:f631bb982c5478e0c1c70eab383af74a84be66945ebf5dd6b06fc90079668d0b \
+    --hash=sha256:f6ccbcf027761a2978c1406070c3788f6de4a4b2cc20800cc03d52df716ad675 \
+    --hash=sha256:f6f8dc65625dadaad0c8545319c2e2f0424fede988368893ca3844261342c11a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+pyasn1==0.5.0 \
+    --hash=sha256:87a2121042a1ac9358cabcaf1d07680ff97ee6404333bacca15f76aa8ad01a57 \
+    --hash=sha256:97b7290ca68e62a832558ec3976f15cbf911bf5d7c7039d8b861c2a0ece69fde
+    # via
+    #   pyasn1-modules
+    #   rsa
+pyasn1-modules==0.3.0 \
+    --hash=sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c \
+    --hash=sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d
+    # via google-auth
+requests==2.31.0 \
+    --hash=sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f \
+    --hash=sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1
+    # via
+    #   requests-oauthlib
+    #   tensorboard
+requests-oauthlib==1.3.1 \
+    --hash=sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5 \
+    --hash=sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a
+    # via google-auth-oauthlib
+rsa==4.9 \
+    --hash=sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7 \
+    --hash=sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21
+    # via google-auth
+setuptools==68.2.2 \
+    --hash=sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87 \
+    --hash=sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a
+    # via
+    #   tensorboard
+    #   tensorflow-cpu
+six==1.16.0 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+    # via
+    #   astunparse
+    #   google-pasta
+    #   tensorflow-cpu
+tensorboard==2.13.0 \
+    --hash=sha256:ab69961ebddbddc83f5fa2ff9233572bdad5b883778c35e4fe94bf1798bd8481
+    # via tensorflow-cpu
+tensorboard-data-server==0.7.1 \
+    --hash=sha256:255c02b7f5b03dd5c0a88c928e563441ff39e1d4b4a234cdbe09f016e53d9594 \
+    --hash=sha256:9938bd39f5041797b33921066fba0eab03a0dd10d1887a05e62ae58841ad4c3f \
+    --hash=sha256:be8d016a1aa394e6198280d4a3dc37898f56467310c5f5e617cac10a783e055a
+    # via tensorboard
+tensorflow-cpu==2.13.0 \
+    --hash=sha256:20e83c7ecadbb134f6e4d1c88673b9ef3849b93f5ebe3ee884113bb0f4551bef \
+    --hash=sha256:3945a60a11fbc46560cd919dab27f658aa0b0b2d2651efa77e09555ce1f9e084 \
+    --hash=sha256:5ad2510e6167a14d4c75372ea7bda53faac282807c3c8260a30277d52b46bd02 \
+    --hash=sha256:5cdbc9be5f6aa10d4524650148d546736f3c12c2126359168c00b60b0f8fb5df \
+    --hash=sha256:734ae22f6b8148b7e6cc6fa64f0ddf2e8489089f29d32bb89c9eb09b965b4d26 \
+    --hash=sha256:7c3a65fa027d2aa60cc2326a397319acc2deb3887b635fe8f21712711d9df692 \
+    --hash=sha256:7e20e2799f6a3908ecd34748c17a18769079ca961d2e425926d77d6b007e0e65 \
+    --hash=sha256:95bd5701c940c9fa20d76be7f5a548af3eeed91ddc0f3f53a65cc18b59e7bcb6 \
+    --hash=sha256:a83f9c80b126fd28e2c7124da4b90b8bdd34f0572b2535707cc7d5abe5a686ca \
+    --hash=sha256:d0e05ecee7277b597f8d22a5dfc68e761f9cd0348cb11ec7a0dd8a90a776d998 \
+    --hash=sha256:e3a1811376fedf7a44cc3df3e066300edd08752e892428fc0fbaf0b258b57627 \
+    --hash=sha256:e485f525b5663e5e78ba04f3c424ee63c6c08eebab8e9dd1bc55ef8a8104d183
+    # via -r requirements.in
+tensorflow-estimator==2.13.0 \
+    --hash=sha256:6f868284eaa654ae3aa7cacdbef2175d0909df9fcf11374f5166f8bf475952aa
+    # via tensorflow-cpu
+tensorflow-io-gcs-filesystem==0.34.0 \
+    --hash=sha256:027a07553367187f918a99661f63ae0506b91b77a70bee9c7ccaf3920bf7cfe7 \
+    --hash=sha256:0dafed144673e1173528768fe208a7c5a6e8edae40208381cac420ee7c918ec9 \
+    --hash=sha256:182b0fbde7e9a537fda0b354c28b0b6c035736728de8fe2db7ef49cf90352014 \
+    --hash=sha256:2b035f4c92639657b6d376929d550ac3dee9e6c0523eb434eefe0a27bae3d05b \
+    --hash=sha256:396bfff61b49f80b86ddebe0c76ae0f2731689cee49ad7d782625180b50b13af \
+    --hash=sha256:3f346b287ed2400e09b13cfd8524222fd70a66aadb9164c645286c2087007e9f \
+    --hash=sha256:44ad387a812a78e7424bb8bee3820521ae1c044bddf72b1e163e8df95c124a74 \
+    --hash=sha256:5813c336b4f7cb0a01ff4cc6cbd3edf11ef67305baf0e3cf634911b702f493f8 \
+    --hash=sha256:6e6353123a5b51397950138a118876af833a7db66b531123bb86f82e80ab0e72 \
+    --hash=sha256:7f60183473f0ca966451bb1d1bb5dc29b3cf9c74d1d0e7f2ed46760ed56bd4af \
+    --hash=sha256:8d8664bddbe4e7b56ce94db8b93ea9077a158fb5e15364e11e29f93015ceea24 \
+    --hash=sha256:a17a616d2c7fae83de4424404815843507d40d4eb0d507c636a5493a20c3d958 \
+    --hash=sha256:b20622f8572fcb6c93e8f7d626327472f263e47ebd63d2153ef09162ef5ef7b5 \
+    --hash=sha256:b9a93fcb01db269bc845a1ced431f3c61201755ce5f9ec4885760f30122276ef \
+    --hash=sha256:cbe26c4a3332589c7b724f147df453b5c226993aa8d346a15536358d77b364c4 \
+    --hash=sha256:d3feba2dd76f7c188137c34642d68d378f0eed81636cb95090ecb1496722707c \
+    --hash=sha256:d831702fbb270996b27cda7fde06e0825b2ea81fd8dd3ead35242f4f8b3889b8 \
+    --hash=sha256:ec4604c99cbb5b708f4516dee27aa655abae222b876c98b740f4c2f89dd5c001 \
+    --hash=sha256:f211d2b3db8f9931765992b607b71cbfb98c8cd6169079d004a67a94ab10ecb4
+    # via tensorflow-cpu
+termcolor==2.3.0 \
+    --hash=sha256:3afb05607b89aed0ffe25202399ee0867ad4d3cb4180d98aaf8eefa6a5f7d475 \
+    --hash=sha256:b5b08f68937f138fe92f6c089b99f1e2da0ae56c52b78bf7075fd95420fd9a5a
+    # via tensorflow-cpu
+tomli==2.0.1 \
+    --hash=sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc \
+    --hash=sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f
+    # via black
+typing-extensions==4.5.0 \
+    --hash=sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb \
+    --hash=sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4
+    # via
+    #   black
+    #   tensorflow-cpu
+urllib3==1.26.16 \
+    --hash=sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f \
+    --hash=sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14
+    # via
+    #   google-auth
+    #   requests
+werkzeug==2.3.7 \
+    --hash=sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8 \
+    --hash=sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528
+    # via tensorboard
+wheel==0.41.2 \
+    --hash=sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985 \
+    --hash=sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8
+    # via
+    #   astunparse
+    #   tensorboard
+wrapt==1.15.0 \
+    --hash=sha256:02fce1852f755f44f95af51f69d22e45080102e9d00258053b79367d07af39c0 \
+    --hash=sha256:077ff0d1f9d9e4ce6476c1a924a3332452c1406e59d90a2cf24aeb29eeac9420 \
+    --hash=sha256:078e2a1a86544e644a68422f881c48b84fef6d18f8c7a957ffd3f2e0a74a0d4a \
+    --hash=sha256:0970ddb69bba00670e58955f8019bec4a42d1785db3faa043c33d81de2bf843c \
+    --hash=sha256:1286eb30261894e4c70d124d44b7fd07825340869945c79d05bda53a40caa079 \
+    --hash=sha256:21f6d9a0d5b3a207cdf7acf8e58d7d13d463e639f0c7e01d82cdb671e6cb7923 \
+    --hash=sha256:230ae493696a371f1dbffaad3dafbb742a4d27a0afd2b1aecebe52b740167e7f \
+    --hash=sha256:26458da5653aa5b3d8dc8b24192f574a58984c749401f98fff994d41d3f08da1 \
+    --hash=sha256:2cf56d0e237280baed46f0b5316661da892565ff58309d4d2ed7dba763d984b8 \
+    --hash=sha256:2e51de54d4fb8fb50d6ee8327f9828306a959ae394d3e01a1ba8b2f937747d86 \
+    --hash=sha256:2fbfbca668dd15b744418265a9607baa970c347eefd0db6a518aaf0cfbd153c0 \
+    --hash=sha256:38adf7198f8f154502883242f9fe7333ab05a5b02de7d83aa2d88ea621f13364 \
+    --hash=sha256:3a8564f283394634a7a7054b7983e47dbf39c07712d7b177b37e03f2467a024e \
+    --hash=sha256:3abbe948c3cbde2689370a262a8d04e32ec2dd4f27103669a45c6929bcdbfe7c \
+    --hash=sha256:3bbe623731d03b186b3d6b0d6f51865bf598587c38d6f7b0be2e27414f7f214e \
+    --hash=sha256:40737a081d7497efea35ab9304b829b857f21558acfc7b3272f908d33b0d9d4c \
+    --hash=sha256:41d07d029dd4157ae27beab04d22b8e261eddfc6ecd64ff7000b10dc8b3a5727 \
+    --hash=sha256:46ed616d5fb42f98630ed70c3529541408166c22cdfd4540b88d5f21006b0eff \
+    --hash=sha256:493d389a2b63c88ad56cdc35d0fa5752daac56ca755805b1b0c530f785767d5e \
+    --hash=sha256:4ff0d20f2e670800d3ed2b220d40984162089a6e2c9646fdb09b85e6f9a8fc29 \
+    --hash=sha256:54accd4b8bc202966bafafd16e69da9d5640ff92389d33d28555c5fd4f25ccb7 \
+    --hash=sha256:56374914b132c702aa9aa9959c550004b8847148f95e1b824772d453ac204a72 \
+    --hash=sha256:578383d740457fa790fdf85e6d346fda1416a40549fe8db08e5e9bd281c6a475 \
+    --hash=sha256:58d7a75d731e8c63614222bcb21dd992b4ab01a399f1f09dd82af17bbfc2368a \
+    --hash=sha256:5c5aa28df055697d7c37d2099a7bc09f559d5053c3349b1ad0c39000e611d317 \
+    --hash=sha256:5fc8e02f5984a55d2c653f5fea93531e9836abbd84342c1d1e17abc4a15084c2 \
+    --hash=sha256:63424c681923b9f3bfbc5e3205aafe790904053d42ddcc08542181a30a7a51bd \
+    --hash=sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640 \
+    --hash=sha256:74934ebd71950e3db69960a7da29204f89624dde411afbfb3b4858c1409b1e98 \
+    --hash=sha256:75669d77bb2c071333417617a235324a1618dba66f82a750362eccbe5b61d248 \
+    --hash=sha256:75760a47c06b5974aa5e01949bf7e66d2af4d08cb8c1d6516af5e39595397f5e \
+    --hash=sha256:76407ab327158c510f44ded207e2f76b657303e17cb7a572ffe2f5a8a48aa04d \
+    --hash=sha256:76e9c727a874b4856d11a32fb0b389afc61ce8aaf281ada613713ddeadd1cfec \
+    --hash=sha256:77d4c1b881076c3ba173484dfa53d3582c1c8ff1f914c6461ab70c8428b796c1 \
+    --hash=sha256:780c82a41dc493b62fc5884fb1d3a3b81106642c5c5c78d6a0d4cbe96d62ba7e \
+    --hash=sha256:7dc0713bf81287a00516ef43137273b23ee414fe41a3c14be10dd95ed98a2df9 \
+    --hash=sha256:7eebcdbe3677e58dd4c0e03b4f2cfa346ed4049687d839adad68cc38bb559c92 \
+    --hash=sha256:896689fddba4f23ef7c718279e42f8834041a21342d95e56922e1c10c0cc7afb \
+    --hash=sha256:96177eb5645b1c6985f5c11d03fc2dbda9ad24ec0f3a46dcce91445747e15094 \
+    --hash=sha256:96e25c8603a155559231c19c0349245eeb4ac0096fe3c1d0be5c47e075bd4f46 \
+    --hash=sha256:9d37ac69edc5614b90516807de32d08cb8e7b12260a285ee330955604ed9dd29 \
+    --hash=sha256:9ed6aa0726b9b60911f4aed8ec5b8dd7bf3491476015819f56473ffaef8959bd \
+    --hash=sha256:a487f72a25904e2b4bbc0817ce7a8de94363bd7e79890510174da9d901c38705 \
+    --hash=sha256:a4cbb9ff5795cd66f0066bdf5947f170f5d63a9274f99bdbca02fd973adcf2a8 \
+    --hash=sha256:a74d56552ddbde46c246b5b89199cb3fd182f9c346c784e1a93e4dc3f5ec9975 \
+    --hash=sha256:a89ce3fd220ff144bd9d54da333ec0de0399b52c9ac3d2ce34b569cf1a5748fb \
+    --hash=sha256:abd52a09d03adf9c763d706df707c343293d5d106aea53483e0ec8d9e310ad5e \
+    --hash=sha256:abd8f36c99512755b8456047b7be10372fca271bf1467a1caa88db991e7c421b \
+    --hash=sha256:af5bd9ccb188f6a5fdda9f1f09d9f4c86cc8a539bd48a0bfdc97723970348418 \
+    --hash=sha256:b02f21c1e2074943312d03d243ac4388319f2456576b2c6023041c4d57cd7019 \
+    --hash=sha256:b06fa97478a5f478fb05e1980980a7cdf2712015493b44d0c87606c1513ed5b1 \
+    --hash=sha256:b0724f05c396b0a4c36a3226c31648385deb6a65d8992644c12a4963c70326ba \
+    --hash=sha256:b130fe77361d6771ecf5a219d8e0817d61b236b7d8b37cc045172e574ed219e6 \
+    --hash=sha256:b56d5519e470d3f2fe4aa7585f0632b060d532d0696c5bdfb5e8319e1d0f69a2 \
+    --hash=sha256:b67b819628e3b748fd3c2192c15fb951f549d0f47c0449af0764d7647302fda3 \
+    --hash=sha256:ba1711cda2d30634a7e452fc79eabcadaffedf241ff206db2ee93dd2c89a60e7 \
+    --hash=sha256:bbeccb1aa40ab88cd29e6c7d8585582c99548f55f9b2581dfc5ba68c59a85752 \
+    --hash=sha256:bd84395aab8e4d36263cd1b9308cd504f6cf713b7d6d3ce25ea55670baec5416 \
+    --hash=sha256:c99f4309f5145b93eca6e35ac1a988f0dc0a7ccf9ccdcd78d3c0adf57224e62f \
+    --hash=sha256:ca1cccf838cd28d5a0883b342474c630ac48cac5df0ee6eacc9c7290f76b11c1 \
+    --hash=sha256:cd525e0e52a5ff16653a3fc9e3dd827981917d34996600bbc34c05d048ca35cc \
+    --hash=sha256:cdb4f085756c96a3af04e6eca7f08b1345e94b53af8921b25c72f096e704e145 \
+    --hash=sha256:ce42618f67741d4697684e501ef02f29e758a123aa2d669e2d964ff734ee00ee \
+    --hash=sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a \
+    --hash=sha256:d5fe3e099cf07d0fb5a1e23d399e5d4d1ca3e6dfcbe5c8570ccff3e9208274f7 \
+    --hash=sha256:d6bcbfc99f55655c3d93feb7ef3800bd5bbe963a755687cbf1f490a71fb7794b \
+    --hash=sha256:d787272ed958a05b2c86311d3a4135d3c2aeea4fc655705f074130aa57d71653 \
+    --hash=sha256:e169e957c33576f47e21864cf3fc9ff47c223a4ebca8960079b8bd36cb014fd0 \
+    --hash=sha256:e20076a211cd6f9b44a6be58f7eeafa7ab5720eb796975d0c03f05b47d89eb90 \
+    --hash=sha256:e826aadda3cae59295b95343db8f3d965fb31059da7de01ee8d1c40a60398b29 \
+    --hash=sha256:eef4d64c650f33347c1f9266fa5ae001440b232ad9b98f1f43dfe7a79435c0a6 \
+    --hash=sha256:f2e69b3ed24544b0d3dbe2c5c0ba5153ce50dcebb576fdc4696d52aa22db6034 \
+    --hash=sha256:f87ec75864c37c4c6cb908d282e1969e79763e0d9becdfe9fe5473b7bb1e5f09 \
+    --hash=sha256:fbec11614dba0424ca72f4e8ba3c420dba07b4a7c206c8c8e4e73f2e98f4c559 \
+    --hash=sha256:fd69666217b62fa5d7c6aa88e507493a34dec4fa20c5bd925e4bc12fce586639
+    # via tensorflow-cpu
+zipp==3.17.0 \
+    --hash=sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31 \
+    --hash=sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0
+    # via importlib-metadata
diff --git a/shell_tensor/BUILD b/shell_tensor/BUILD
index 9d55ca9..13468e7 100644
--- a/shell_tensor/BUILD
+++ b/shell_tensor/BUILD
@@ -19,14 +19,11 @@ cc_binary(
     ],
     copts = [
         "-pthread",
-        "-std=c++17",
-        "-D_GLIBCXX_USE_CXX11_ABI=1",  # PiPy package compiled with this on
         "-fPIC",
     ],
     linkshared = 1,
     deps = [
-        "@local_config_tf//:libtensorflow_framework",
-        "@local_config_tf//:tf_header_lib",
+        "//third_party/tensorflow:hermetic_tf",
         "@shell_encryption//shell_encryption:context",
         "@shell_encryption//shell_encryption:modulus_conversion",
         "@shell_encryption//shell_encryption:montgomery",
diff --git a/shell_tensor/test/BUILD b/shell_tensor/test/BUILD
index 11c6f85..52fcd25 100644
--- a/shell_tensor/test/BUILD
+++ b/shell_tensor/test/BUILD
@@ -29,7 +29,7 @@ py_test(
 
 py_test(
     name = "mul_test",
-    srcs = ["shell_tensor_mul.py"],
+    srcs = ["mul_test.py"],
     deps = [
         "//shell_tensor:shell_tensor_lib",
         requirement("tensorflow-cpu"),
diff --git a/tf/BUILD b/tf/BUILD
deleted file mode 100644
index e69de29..0000000
diff --git a/tf/BUILD.tpl b/tf/BUILD.tpl
deleted file mode 100644
index bee021f..0000000
--- a/tf/BUILD.tpl
+++ /dev/null
@@ -1,18 +0,0 @@
-package(default_visibility = ["//visibility:public"])
-
-cc_library(
-    name = "tf_header_lib",
-    hdrs = [":tf_header_include"],
-    includes = ["include"],
-    visibility = ["//visibility:public"],
-)
-
-cc_library(
-    name = "libtensorflow_framework",
-    srcs = [":libtensorflow_framework.so"],
-    #data = ["lib/libtensorflow_framework.so"],
-    visibility = ["//visibility:public"],
-)
-
-%{TF_HEADER_GENRULE}
-%{TF_SHARED_LIBRARY_GENRULE}
\ No newline at end of file
diff --git a/tf/tf_configure.bzl b/tf/tf_configure.bzl
deleted file mode 100644
index a55d2de..0000000
--- a/tf/tf_configure.bzl
+++ /dev/null
@@ -1,236 +0,0 @@
-"""Setup TensorFlow as external dependency
-
-This file is from tensorflow's example custom op repository:
-https://github.com/tensorflow/custom-op/blob/35e2e4206ee77e1842ea77e6013b56454419422c/tf/tf_configure.bzl
-The original license is below:
-
-Copyright 2018 The TensorFlow Authors. All Rights Reserved.
-
-Licensed 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.
-"""
-
-_TF_HEADER_DIR = "TF_HEADER_DIR"
-_TF_SHARED_LIBRARY_DIR = "TF_SHARED_LIBRARY_DIR"
-_TF_SHARED_LIBRARY_NAME = "TF_SHARED_LIBRARY_NAME"
-
-def _tpl(repository_ctx, tpl, substitutions = {}, out = None):
-    if not out:
-        out = tpl
-    repository_ctx.template(
-        out,
-        Label("//tf:%s.tpl" % tpl),
-        substitutions,
-    )
-
-def _fail(msg):
-    """Output failure message when auto configuration fails."""
-    red = "\033[0;31m"
-    no_color = "\033[0m"
-    fail("%sPython Configuration Error:%s %s\n" % (red, no_color, msg))
-
-def _is_windows(repository_ctx):
-    """Returns true if the host operating system is windows."""
-    os_name = repository_ctx.os.name.lower()
-    if os_name.find("windows") != -1:
-        return True
-    return False
-
-def _execute(
-        repository_ctx,
-        cmdline,
-        error_msg = None,
-        error_details = None,
-        empty_stdout_fine = False):
-    """Executes an arbitrary shell command.
-
-    Args:
-      repository_ctx: the repository_ctx object
-      cmdline: list of strings, the command to execute
-      error_msg: string, a summary of the error if the command fails
-      error_details: string, details about the error or steps to fix it
-      empty_stdout_fine: bool, if True, an empty stdout result is fine, otherwise
-        it's an error
-    Return:
-      the result of repository_ctx.execute(cmdline)
-    """
-    result = repository_ctx.execute(cmdline)
-    if result.stderr or not (empty_stdout_fine or result.stdout):
-        _fail("\n".join([
-            error_msg.strip() if error_msg else "Repository command failed",
-            result.stderr.strip(),
-            error_details if error_details else "",
-        ]))
-    return result
-
-def _read_dir(repository_ctx, src_dir):
-    """Returns a string with all files in a directory.
-
-    Finds all files inside a directory, traversing subfolders and following
-    symlinks. The returned string contains the full path of all files
-    separated by line breaks.
-    """
-    if _is_windows(repository_ctx):
-        src_dir = src_dir.replace("/", "\\")
-        find_result = _execute(
-            repository_ctx,
-            ["cmd.exe", "/c", "dir", src_dir, "/b", "/s", "/a-d"],
-            empty_stdout_fine = True,
-        )
-
-        # src_files will be used in genrule.outs where the paths must
-        # use forward slashes.
-        result = find_result.stdout.replace("\\", "/")
-    else:
-        find_result = _execute(
-            repository_ctx,
-            ["find", src_dir, "-follow", "-type", "f"],
-            empty_stdout_fine = True,
-        )
-        result = find_result.stdout
-    return result
-
-def _genrule(genrule_name, command, outs):
-    """Returns a string with a genrule.
-
-    Genrule executes the given command and produces the given outputs.
-
-    Args:
-        genrule_name: A unique name for genrule target.
-        command: The command to run.
-        outs: A list of files generated by this rule.
-
-    Returns:
-        A genrule target.
-    """
-    return (
-        "genrule(\n" +
-        '    name = "' +
-        genrule_name + '",\n' +
-        "    outs = [\n" +
-        outs +
-        "\n    ],\n" +
-        '    cmd = """\n' +
-        command +
-        '\n   """,\n' +
-        ")\n"
-    )
-
-def _norm_path(path):
-    """Returns a path with '/' and remove the trailing slash."""
-    path = path.replace("\\", "/")
-    if path[-1] == "/":
-        path = path[:-1]
-    return path
-
-def _symlink_genrule_for_dir(
-        repository_ctx,
-        src_dir,
-        dest_dir,
-        genrule_name,
-        src_files = [],
-        dest_files = [],
-        tf_pip_dir_rename_pair = []):
-    """Returns a genrule to symlink(or copy if on Windows) a set of files.
-
-    If src_dir is passed, files will be read from the given directory; otherwise
-    we assume files are in src_files and dest_files.
-
-    Args:
-        repository_ctx: the repository_ctx object.
-        src_dir: source directory.
-        dest_dir: directory to create symlink in.
-        genrule_name: genrule name.
-        src_files: list of source files instead of src_dir.
-        dest_files: list of corresonding destination files.
-        tf_pip_dir_rename_pair: list of the pair of tf pip parent directory to
-          replace. For example, in TF pip package, the source code is under
-          "tensorflow_core", and we might want to replace it with
-          "tensorflow" to match the header includes.
-
-    Returns:
-        genrule target that creates the symlinks.
-    """
-
-    # Check that tf_pip_dir_rename_pair has the right length
-    tf_pip_dir_rename_pair_len = len(tf_pip_dir_rename_pair)
-    if tf_pip_dir_rename_pair_len != 0 and tf_pip_dir_rename_pair_len != 2:
-        _fail("The size of argument tf_pip_dir_rename_pair should be either 0 or 2, but %d is given." % tf_pip_dir_rename_pair_len)
-
-    if src_dir != None:
-        src_dir = _norm_path(src_dir)
-        dest_dir = _norm_path(dest_dir)
-        files = "\n".join(sorted(_read_dir(repository_ctx, src_dir).splitlines()))
-
-        # Create a list with the src_dir stripped to use for outputs.
-        if tf_pip_dir_rename_pair_len:
-            dest_files = files.replace(src_dir, "").replace(tf_pip_dir_rename_pair[0], tf_pip_dir_rename_pair[1]).splitlines()
-        else:
-            dest_files = files.replace(src_dir, "").splitlines()
-        src_files = files.splitlines()
-    command = []
-    outs = []
-
-    for i in range(len(dest_files)):
-        if dest_files[i] != "":
-            # If we have only one file to link we do not want to use the dest_dir, as
-            # $(@D) will include the full path to the file.
-            dest = "$(@D)/" + dest_dir + dest_files[i] if len(dest_files) != 1 else "$(@D)/" + dest_files[i]
-
-            # Copy the headers to create a sandboxable setup.
-            cmd = "cp -f"
-            command.append(cmd + ' "%s" "%s"' % (src_files[i], dest))
-            outs.append('        "' + dest_dir + dest_files[i] + '",')
-    dest_dir = "abc"
-    genrule = _genrule(
-        genrule_name,
-        " && ".join(command),
-        "\n".join(outs),
-    )
-    return genrule
-
-def _tf_pip_impl(repository_ctx):
-    tf_header_dir = repository_ctx.os.environ[_TF_HEADER_DIR]
-    tf_header_rule = _symlink_genrule_for_dir(
-        repository_ctx,
-        tf_header_dir,
-        "include",
-        "tf_header_include",
-        tf_pip_dir_rename_pair = ["tensorflow_core", "tensorflow"],
-    )
-
-    tf_shared_library_dir = repository_ctx.os.environ[_TF_SHARED_LIBRARY_DIR]
-    tf_shared_library_name = repository_ctx.os.environ[_TF_SHARED_LIBRARY_NAME]
-    tf_shared_library_path = "%s/%s" % (tf_shared_library_dir, tf_shared_library_name)
-
-    tf_shared_library_rule = _symlink_genrule_for_dir(
-        repository_ctx,
-        None,
-        "",
-        "libtensorflow_framework.so",
-        [tf_shared_library_path],
-        ["_pywrap_tensorflow_internal.lib" if _is_windows(repository_ctx) else "libtensorflow_framework.so"],
-    )
-
-    _tpl(repository_ctx, "BUILD", {
-        "%{TF_HEADER_GENRULE}": tf_header_rule,
-        "%{TF_SHARED_LIBRARY_GENRULE}": tf_shared_library_rule,
-    })
-
-tf_configure = repository_rule(
-    implementation = _tf_pip_impl,
-    environ = [
-        _TF_HEADER_DIR,
-        _TF_SHARED_LIBRARY_DIR,
-        _TF_SHARED_LIBRARY_NAME,
-    ],
-)
diff --git a/third_party/tensorflow/BUILD b/third_party/tensorflow/BUILD
new file mode 100644
index 0000000..285c5c3
--- /dev/null
+++ b/third_party/tensorflow/BUILD
@@ -0,0 +1,58 @@
+load("@pip//:requirements.bzl", "requirement")
+load("//tools:dynamic_genrule.bzl", "dynamic_genrule")
+
+py_binary(
+    name = "extract_tf_includes",
+    srcs = [":extract_tf_includes.py"],
+    srcs_version = "PY3",
+    deps = [
+        requirement("tensorflow-cpu"),
+    ],
+)
+
+py_binary(
+    name = "extract_tf_lib",
+    srcs = [":extract_tf_lib.py"],
+    srcs_version = "PY3",
+    deps = [
+        requirement("tensorflow-cpu"),
+    ],
+)
+
+dynamic_genrule(
+    name = "hermetic_tf_headers",
+    tool = ":extract_tf_includes",
+)
+
+genrule(
+    name = "hermetic_tf_lib",
+    outs = ["libtensorflow_framework.so.2"],
+    cmd = "$(location :extract_tf_lib) $@",
+    tools = [":extract_tf_lib"],
+)
+
+cc_library(
+    name = "tf_headers",
+    hdrs = [":hermetic_tf_headers"],
+    includes = ["hermetic_tf_headers/include"],
+    visibility = ["//visibility:public"],
+)
+
+cc_library(
+    name = "tf_lib",
+    data = [":hermetic_tf_lib"],
+    visibility = ["//visibility:public"],
+    deps = [":hermetic_tf_lib"],
+)
+
+cc_import(
+    name = "hermetic_tf",
+    hdrs = [":tf_headers"],
+    shared_library = "libtensorflow_framework.so.2",
+    visibility = ["//visibility:public"],
+    deps = [
+        ":tf_headers",
+        ":tf_lib",
+    ],
+    alwayslink = 1,
+)
diff --git a/third_party/tensorflow/README.md b/third_party/tensorflow/README.md
new file mode 100644
index 0000000..8a39f55
--- /dev/null
+++ b/third_party/tensorflow/README.md
@@ -0,0 +1,18 @@
+# Linking to Tensorflow in Bazel
+
+Targets elsewhere in this project need to link to tensorflow's DSOs and header
+files. These tensorflow dependencies are version specific because they link
+with cpython whose ABI changes for minor python versions e.g. 3.9 and 3.10.
+
+The tensorflow custom ops example
+[repo](https://github.com/tensorflow/custom-op) suggests installing tensorflow
+on the host machine and compiling against those DSOs/headers. This causes
+problems as the Bazel python rules are moving away from allowing use of the
+system python interpreter, (see
+[here](https://github.com/bazelbuild/rules_python/commit/0642390d387ac70e44ee794cc9c6dcf182762ad3)).
+This means that there is a mismatch between the version of tensorflow installed
+locally, and the version Bazel will use.
+
+This directory contains targets which copy the DSOs and headers out of Bazel's
+pip-installed tensorflow, and make them available to other targets to build
+against. Ideally these would be symlinks, but for now this works.
diff --git a/third_party/tensorflow/extract_tf_includes.py b/third_party/tensorflow/extract_tf_includes.py
new file mode 100644
index 0000000..e6d3c9a
--- /dev/null
+++ b/third_party/tensorflow/extract_tf_includes.py
@@ -0,0 +1,8 @@
+import os
+import shutil
+import sys
+import tensorflow as tf
+
+include_dir = tf.sysconfig.get_compile_flags()[0][2:]
+
+shutil.copytree(os.path.realpath(include_dir), sys.argv[1] + "/include")
diff --git a/third_party/tensorflow/extract_tf_lib.py b/third_party/tensorflow/extract_tf_lib.py
new file mode 100644
index 0000000..c5fb4ac
--- /dev/null
+++ b/third_party/tensorflow/extract_tf_lib.py
@@ -0,0 +1,9 @@
+import os
+import shutil
+import sys
+import tensorflow as tf
+
+dir = tf.sysconfig.get_link_flags()[0][2:]
+name = tf.sysconfig.get_link_flags()[1][3:]
+
+shutil.copy(os.path.realpath(dir) + "/" + name, sys.argv[1])
diff --git a/tools/BUILD b/tools/BUILD
index ca85b45..6674417 100644
--- a/tools/BUILD
+++ b/tools/BUILD
@@ -1,5 +1,6 @@
 exports_files([
     "python_formatter.py",
     "clang_formatter.py",
+    "wheel_rename.py",
     "0001-Posix-std.patch",
 ])
diff --git a/tools/dynamic_genrule.bzl b/tools/dynamic_genrule.bzl
new file mode 100644
index 0000000..7850444
--- /dev/null
+++ b/tools/dynamic_genrule.bzl
@@ -0,0 +1,28 @@
+"""
+This module defines a rule which allows generating a dynamic set of output files
+which is only known after running the generation command e.g. bazel's execution
+stage. The output files can be used as targets for other rules.
+"""
+
+def _impl(ctx):
+    tree = ctx.actions.declare_directory(ctx.attr.name)
+    ctx.actions.run(
+        inputs = [],
+        outputs = [tree],
+        arguments = [tree.path],
+        progress_message = "Generating files into '%s'" % tree.path,
+        executable = ctx.executable.tool,
+    )
+
+    return [DefaultInfo(files = depset([tree]))]
+
+dynamic_genrule = rule(
+    implementation = _impl,
+    attrs = {
+        "tool": attr.label(
+            executable = True,
+            cfg = "exec",
+            allow_files = True,
+        ),
+    },
+)
diff --git a/tools/wheel_rename.py b/tools/wheel_rename.py
index 83ebdd4..8d55a76 100644
--- a/tools/wheel_rename.py
+++ b/tools/wheel_rename.py
@@ -22,7 +22,11 @@
 from enum import Enum
 
 
-bazel_bin_dir = os.path.dirname(os.path.realpath(__file__)) + "/../bazel-bin/"
+bazel_dir_var = "BUILD_WORKSPACE_DIRECTORY"
+if not bazel_dir_var in os.environ:
+    raise Exception(f"{bazel_dir_var} not defined")
+build_workspace_dir = os.environ[bazel_dir_var]
+bazel_bin_dir = build_workspace_dir + "/bazel-bin/"
 whl_prefix = "tf_shell"